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+    "markdown": "---\ntitle: Advanced RAG\njupyter: python3\neval: false\ncode-annotations: hover\n---\n\n\n\n\n\nThis notebook demonstrates how you can build an advanced RAG (Retrieval Augmented Generation) for answering a user's question about a specific knowledge base (here, the HuggingFace documentation), using LangChain.\n\nFor an introduction to RAG, you can check [this other cookbook](rag_zephyr_langchain.qmd)!\n\nRAG systems are complex, with many moving parts: here a RAG diagram, where we noted in blue all possibilities for system enhancement:\n\n<img src=\"https://huggingface.co/datasets/huggingface/cookbook-images/resolve/main/RAG_workflow.png\" height=\"700\">\n\n::: callout-note\n💡 As you can see, there are many steps to tune in this architecture: tuning the system properly will yield significant performance gains.\n:::\n\nIn this notebook, we will take a look into many of these blue notes to see how to tune your RAG system and get the best performance.\n\n__Let's dig into the model building!__ First, we install the required model dependancies.\n\n::: {#7d75abe1 .cell execution_count=1}\n``` {.python .cell-code}\n!pip install -q torch transformers transformers accelerate bitsandbytes langchain sentence-transformers faiss-gpu openpyxl pacmap\n```\n:::\n\n\n::: {#2a33957c .cell execution_count=2}\n``` {.python .cell-code}\n%reload_ext dotenv\n%dotenv\n```\n:::\n\n\n::: {#d3507708 .cell execution_count=3}\n``` {.python .cell-code}\nfrom tqdm.notebook import tqdm\nimport pandas as pd\nfrom typing import Optional, List, Tuple\nfrom datasets import Dataset\nimport matplotlib.pyplot as plt\n\npd.set_option(\n    \"display.max_colwidth\", None                    # <1>\n) \n```\n:::\n\n\n1. This will be helpful when visualizing retriever outputs\n\n### Load your knowledge base\n\n::: {#acfee5b8 .cell execution_count=4}\n``` {.python .cell-code}\nimport datasets\n\nds = datasets.load_dataset(\"m-ric/huggingface_doc\", split=\"train\")\n```\n:::\n\n\n::: {#40339fbc .cell execution_count=5}\n``` {.python .cell-code}\nfrom langchain.docstore.document import Document as LangchainDocument\n\nRAW_KNOWLEDGE_BASE = [\n    LangchainDocument(page_content=doc[\"text\"], metadata={\"source\": doc[\"source\"]})\n    for doc in tqdm(ds)\n]\n```\n:::\n\n\n# 1. Retriever - embeddings 🗂️\nThe __retriever acts like an internal search engine__: given the user query, it returns a few relevant snippets from your knowledge base.\n\nThese snippets will then be fed to the Reader Model to help it generate its answer.\n\nSo __our objective here is, given a user question, to find the most snippets from our knowledge base to answer that question.__\n\nThis is a wide objective, it leaves open some questions. How many snippets should we retrieve? This parameter will be named `top_k`.\n\nHow long should these snippets be? This is called the `chunk size`. There's no one-size-fits-all answers, but here are a few elements:\n- 🔀 Your `chunk size` is allowed to vary from one snippet to the other.\n- Since there will always be some noise in your retrieval, increasing the `top_k` increases the chance to get relevant elements in your retrieved snippets. 🎯 Shooting more arrows increases your probability to hit your target.\n- Meanwhile, the summed length of your retrieved documents should not be too high: for instance, for most current models 16k tokens will probably drown your Reader model in information due to [Lost-in-the-middle phenomenon](https://huggingface.co/papers/2307.03172). 🎯 Give your reader model only the most relevant insights, not a huge pile of books!\n\n::: callout-note\nIn this notebook, we use Langchain library since __it offers a huge variety of options for vector databases and allows us to keep document metadata throughout the processing__.\n:::\n\n### 1.1 Split the documents into chunks\n\n- In this part, __we split the documents from our knowledge base into smaller chunks__ which will be the snippets on which the reader LLM will base its answer.\n- The goal is to prepare a collection of **semantically relevant snippets**. So their size should be adapted to precise ideas: too small will truncate ideas, too large will dilute them.\n\n::: callout-tip\n💡 Many options exist for text splitting: splitting on words, on sentence boundaries, recursive chunking that processes documents in a tree-like way to preserve structure information... To learn more about chunking, I recommend you read [this great notebook](https://github.com/FullStackRetrieval-com/RetrievalTutorials/blob/main/5_Levels_Of_Text_Splitting.ipynb) by Greg Kamradt.\n:::\n\n\n- **Recursive chunking** breaks down the text into smaller parts step by step using a given list of separators sorted from the most important to the least important separator. If the first split doesn't give the right size or shape chunks, the method repeats itself on the new chunks using a different separator. For instance with the list of separators `[\"\\n\\n\", \"\\n\", \".\", \"\"]`:\n    - The method will first break down the document wherever there is a double line break `\"\\n\\n\"`.\n    - Resulting documents will be split again on simple line breaks `\"\\n\"`, then on sentence ends `\".\"`.\n    - And finally, if some chunks are still too big, they will be split whenever they overflow the maximum size.\n\n- With this method, the global structure is well preserved, at the expense of getting slight variations in chunk size.\n\n> [This space](https://huggingface.co/spaces/A-Roucher/chunk_visualizer) lets you visualize how different splitting options affect the chunks you get.\n\n🔬 Let's experiment a bit with chunk sizes, beginning with an arbitrary size, and see how splits work. We use Langchain's implementation of recursive chunking with `RecursiveCharacterTextSplitter`.\n- Parameter `chunk_size` controls the length of individual chunks: this length is counted by default as the number of characters in the chunk.\n- Parameter `chunk_overlap` lets adjacent chunks get a bit of overlap on each other. This reduces the probability that an idea could be cut in half by the split between two adjacent chunks. We ~arbitrarily set this to 1/10th of the chunk size, you could try different values!\n\n::: {#7a7ac95d .cell execution_count=6}\n``` {.python .cell-code}\nfrom langchain.text_splitter import RecursiveCharacterTextSplitter\n\n# We use a hierarchical list of separators specifically tailored for splitting Markdown documents\n# This list is taken from LangChain's MarkdownTextSplitter class.\nMARKDOWN_SEPARATORS = [\n    \"\\n#{1,6} \",\n    \"```\\n\",\n    \"\\n\\\\*\\\\*\\\\*+\\n\",\n    \"\\n---+\\n\",\n    \"\\n___+\\n\",\n    \"\\n\\n\",\n    \"\\n\",\n    \" \",\n    \"\",\n]\n\ntext_splitter = RecursiveCharacterTextSplitter(\n    chunk_size=1000,            # <1>\n    chunk_overlap=100,          # <2>\n    add_start_index=True,       # <3>\n    strip_whitespace=True,      # <4>\n    separators=MARKDOWN_SEPARATORS,\n)\n\ndocs_processed = []\nfor doc in RAW_KNOWLEDGE_BASE:\n    docs_processed += text_splitter.split_documents([doc])\n```\n:::\n\n\n1. The maximum number of characters in a chunk: we selected this value arbitrally\n2. The number of characters to overlap between chunks\n3. If `True`, includes chunk's start index in metadata\n4. If `True`, strips whitespace from the start and end of every document\n\n\nWe also have to keep in mind that when embedding documents, we will use an embedding model that has accepts a certain maximum sequence length `max_seq_length`.\n\nSo we should make sure that our chunk sizes are below this limit, because any longer chunk will be truncated before processing, thus losing relevancy.\n\n::: {#174a0a05 .cell execution_count=7}\n``` {.python .cell-code}\nfrom sentence_transformers import SentenceTransformer\n\n# To get the value of the max sequence_length, we will query the underlying `SentenceTransformer` object used in the RecursiveCharacterTextSplitter.\nprint(\n    f\"Model's maximum sequence length: {SentenceTransformer('thenlper/gte-small').max_seq_length}\"\n)\n\nfrom transformers import AutoTokenizer\n\ntokenizer = AutoTokenizer.from_pretrained(\"thenlper/gte-small\")\nlengths = [len(tokenizer.encode(doc.page_content)) for doc in tqdm(docs_processed)]\n\n# Plot the distrubution of document lengths, counted as the number of tokens\nfig = pd.Series(lengths).hist()\nplt.title(\"Distribution of document lengths in the knowledge base (in count of tokens)\")\nplt.show()\n```\n:::\n\n\n👀 As you can see, __the chunk lengths are not aligned with our limit of 512 tokens__, and some documents are above the limit, thus some part of them will be lost in truncation!\n - So we should change the `RecursiveCharacterTextSplitter` class to count length in number of tokens instead of number of characters.\n - Then we can choose a specific chunk size, here we would choose a lower threshold than 512:\n    - smaller documents could allow the split to focus more on specific ideas.\n    - But too small chunks would split sentences in half, thus losing meaning again: the proper tuning is a matter of balance.\n\n::: {#2fa8715e .cell execution_count=8}\n``` {.python .cell-code}\nfrom langchain.text_splitter import RecursiveCharacterTextSplitter\nfrom transformers import AutoTokenizer\n\nEMBEDDING_MODEL_NAME = \"thenlper/gte-small\"\n\n\ndef split_documents(\n    chunk_size: int,\n    knowledge_base: List[LangchainDocument],\n    tokenizer_name: Optional[str] = EMBEDDING_MODEL_NAME,\n) -> List[LangchainDocument]:\n    \"\"\"\n    Split documents into chunks of maximum size `chunk_size` tokens and return a list of documents.\n    \"\"\"\n    text_splitter = RecursiveCharacterTextSplitter.from_huggingface_tokenizer(\n        AutoTokenizer.from_pretrained(tokenizer_name),\n        chunk_size=chunk_size,\n        chunk_overlap=int(chunk_size / 10),\n        add_start_index=True,\n        strip_whitespace=True,\n        separators=MARKDOWN_SEPARATORS,\n    )\n\n    docs_processed = []\n    for doc in knowledge_base:\n        docs_processed += text_splitter.split_documents([doc])\n\n    # Remove duplicates\n    unique_texts = {}\n    docs_processed_unique = []\n    for doc in docs_processed:\n        if doc.page_content not in unique_texts:\n            unique_texts[doc.page_content] = True\n            docs_processed_unique.append(doc)\n\n    return docs_processed_unique\n\n\ndocs_processed = split_documents(\n    512,  # We choose a chunk size adapted to our model\n    RAW_KNOWLEDGE_BASE,\n    tokenizer_name=EMBEDDING_MODEL_NAME,\n)\n\n# Let's visualize the chunk sizes we would have in tokens from a common model\nfrom transformers import AutoTokenizer\n\ntokenizer = AutoTokenizer.from_pretrained(EMBEDDING_MODEL_NAME)\nlengths = [len(tokenizer.encode(doc.page_content)) for doc in tqdm(docs_processed)]\nfig = pd.Series(lengths).hist()\nplt.title(\"Distribution of document lengths in the knowledge base (in count of tokens)\")\nplt.show()\n```\n:::\n\n\n➡️ Now the chunk length distribution looks better!\n\n### 1.2 Building the vector database\n\nWe want to compute the embeddings for all the chunks of our knowledge base: to learn more on sentence embeddings, we recommend reading [this guide](https://osanseviero.github.io/hackerllama/blog/posts/sentence_embeddings/).\n\n#### How does retrieval work ?\n\nOnce the chunks are all embedded, we store them into a vector database. When the user types in a query, it gets embedded by the same model previously used, and a similarity search returns the closest documents from the vector database.\n\nThe technical challenge is thus, given a query vector, to quickly find the nearest neighbours of this vector in the vector database. To do this, we need to choose two things: a distance, and a search algorithm to find the nearest neighbors quickly within a database of thousands of records.\n\n##### Nearest Neighbor search algorithm\n\nThere are plentiful choices for the nearest neighbor search algorithm: we go with Facebook's [FAISS](https://github.com/facebookresearch/faiss), since FAISS is performant enough for most use cases, and it is well known thus widely implemented.\n\n##### Distances\n\nRegarding distances, you can find a good guide [here](https://osanseviero.github.io/hackerllama/blog/posts/sentence_embeddings/#distance-between-embeddings). In short:\n\n- **Cosine similarity** computes similarity between two vectors as the cosinus of their relative angle: it allows us to compare vector directions are regardless of their magnitude. Using it requires to normalize all vectors, to rescale them into unit norm.\n- **Dot product** takes into account magnitude, with the sometimes undesirable effect that increasing a vector's length will make it more similar to all others.\n- **Euclidean distance** is the distance between the ends of vectors.\n\nYou can try [this small exercise](https://developers.google.com/machine-learning/clustering/similarity/check-your-understanding) to check your understanding of these concepts. But once vectors are normalized, [the choice of a specific distance does not matter much](https://platform.openai.com/docs/guides/embeddings/which-distance-function-should-i-use).\n\nOur particular model works well with cosine similarity, so choose this distance, and we set it up both in the Embedding model, and in the `distance_strategy` argument of our FAISS index. With cosine similarity, we have to normalize our embeddings.\n\n::: {.callout-warning}\n🚨👇 The cell below takes a few minutes to run on A10G!\n:::\n\n::: {#938830be .cell execution_count=9}\n``` {.python .cell-code}\nfrom langchain.vectorstores import FAISS\nfrom langchain_community.embeddings import HuggingFaceEmbeddings\nfrom langchain_community.vectorstores.utils import DistanceStrategy\n\nembedding_model = HuggingFaceEmbeddings(\n    model_name=EMBEDDING_MODEL_NAME,\n    multi_process=True,\n    model_kwargs={\"device\": \"cuda\"},\n    encode_kwargs={\"normalize_embeddings\": True},  # set True for cosine similarity\n)\n\nKNOWLEDGE_VECTOR_DATABASE = FAISS.from_documents(\n    docs_processed, embedding_model, distance_strategy=DistanceStrategy.COSINE\n)\n```\n:::\n\n\n👀 To visualize the search for the closest documents, let's project our embeddings from 384 dimensions down to 2 dimensions using PaCMAP.\n\n::: {.callout-note}\n💡 We chose PaCMAP rather than other techniques such as t-SNE or UMAP, since [it is efficient (preserves local and global structure), robust to initialization parameters and fast](https://www.nature.com/articles/s42003-022-03628-x#Abs1).\n:::\n\n::: {#5ed5a830 .cell execution_count=10}\n``` {.python .cell-code}\n# embed a user query in the same space\nuser_query = \"How to create a pipeline object?\"\nquery_vector = embedding_model.embed_query(user_query)\n```\n:::\n\n\n::: {#206f15a0 .cell execution_count=11}\n``` {.python .cell-code}\nimport pacmap\nimport numpy as np\nimport plotly.express as px\n\nembedding_projector = pacmap.PaCMAP(\n    n_components=2, n_neighbors=None, MN_ratio=0.5, FP_ratio=2.0, random_state=1\n)\n\nembeddings_2d = [\n    list(KNOWLEDGE_VECTOR_DATABASE.index.reconstruct_n(idx, 1)[0])\n    for idx in range(len(docs_processed))\n] + [query_vector]\n\n# fit the data (The index of transformed data corresponds to the index of the original data)\ndocuments_projected = embedding_projector.fit_transform(np.array(embeddings_2d), init=\"pca\")\n```\n:::\n\n\n::: {#249c7a6b .cell execution_count=12}\n``` {.python .cell-code}\ndf = pd.DataFrame.from_dict(\n    [\n        {\n            \"x\": documents_projected[i, 0],\n            \"y\": documents_projected[i, 1],\n            \"source\": docs_processed[i].metadata[\"source\"].split(\"/\")[1],\n            \"extract\": docs_processed[i].page_content[:100] + \"...\",\n            \"symbol\": \"circle\",\n            \"size_col\": 4,\n        }\n        for i in range(len(docs_processed))\n    ]\n    + [\n        {\n            \"x\": documents_projected[-1, 0],\n            \"y\": documents_projected[-1, 1],\n            \"source\": \"User query\",\n            \"extract\": user_query,\n            \"size_col\": 100,\n            \"symbol\": \"star\",\n        }\n    ]\n)\n\n# visualize the embedding\nfig = px.scatter(\n    df,\n    x=\"x\",\n    y=\"y\",\n    color=\"source\",\n    hover_data=\"extract\",\n    size=\"size_col\",\n    symbol=\"symbol\",\n    color_discrete_map={\"User query\": \"black\"},\n    width=1000,\n    height=700,\n)\nfig.update_traces(\n    marker=dict(opacity=1, line=dict(width=0, color=\"DarkSlateGrey\")), selector=dict(mode=\"markers\")\n)\nfig.update_layout(\n    legend_title_text=\"<b>Chunk source</b>\",\n    title=\"<b>2D Projection of Chunk Embeddings via PaCMAP</b>\",\n)\nfig.show()\n```\n:::\n\n\n<img src=\"https://huggingface.co/datasets/huggingface/cookbook-images/resolve/main/PaCMAP_embeddings.png\" height=\"700\">\n\n\n➡️ On the graph above, you can see a spatial representation of the kowledge base documents. As the vector embeddings represent the document's meaning, their closeness in meaning should be reflected in their embedding's closeness.\n\nThe user query's embedding is also shown : we want to find the `k` document that have the closest meaning, thus we pick the `k` closest vectors.\n\nIn the LangChain vector database implementation, this search operation is performed by the method `vector_database.similarity_search(query)`.\n\nHere is the result:\n\n::: {#47319e72 .cell execution_count=13}\n``` {.python .cell-code}\nprint(f\"\\nStarting retrieval for {user_query=}...\")\nretrieved_docs = KNOWLEDGE_VECTOR_DATABASE.similarity_search(query=user_query, k=5)\nprint(\"\\n==================================Top document==================================\")\nprint(retrieved_docs[0].page_content)\nprint(\"==================================Metadata==================================\")\nprint(retrieved_docs[0].metadata)\n```\n:::\n\n\n# 2. Reader - LLM 💬\n\nIn this part, the __LLM Reader reads the retrieved context to formulate its answer.__\n\nThere are actually substeps that can all be tuned:\n1. The content of the retrieved documents is aggregated together into the \"context\", with many processing options like _prompt compression_.\n2. The context and the user query are aggregated into a prompt then given to the LLM to generate its answer.\n\n### 2.1. Reader model\n\nThe choice of a reader model is important on a few aspects:\n- the reader model's `max_seq_length` must accomodate our prompt, which includes the context output by the retriever call: the context consists in 5 documents of 512 tokens each, so we aim for a context length of 4k tokens at least.\n- the reader model\n\nFor this example, we chose [`HuggingFaceH4/zephyr-7b-beta`](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta), a small but powerful model.\n\n::: callout-note\nWith many models being released every week, you may want to substitute this model to the latest and greatest. The best way to keep track of open source LLMs is to check the [Open-source LLM leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard).\n:::\n\nTo make inference faster, we will load the quantized version of the model:\n\n::: {#eaf2beef .cell execution_count=14}\n``` {.python .cell-code}\nfrom transformers import pipeline\nimport torch\nfrom transformers import AutoTokenizer, AutoModelForCausalLM, BitsAndBytesConfig\n\nREADER_MODEL_NAME = \"HuggingFaceH4/zephyr-7b-beta\"\n\nbnb_config = BitsAndBytesConfig(\n    load_in_4bit=True,\n    bnb_4bit_use_double_quant=True,\n    bnb_4bit_quant_type=\"nf4\",\n    bnb_4bit_compute_dtype=torch.bfloat16,\n)\nmodel = AutoModelForCausalLM.from_pretrained(READER_MODEL_NAME, quantization_config=bnb_config)\ntokenizer = AutoTokenizer.from_pretrained(READER_MODEL_NAME)\n\nREADER_LLM = pipeline(\n    model=model,\n    tokenizer=tokenizer,\n    task=\"text-generation\",\n    do_sample=True,\n    temperature=0.2,\n    repetition_penalty=1.1,\n    return_full_text=False,\n    max_new_tokens=500,\n)\n```\n:::\n\n\n::: {#f6f72fd3 .cell execution_count=15}\n``` {.python .cell-code}\nREADER_LLM(\"What is 4+4? Answer:\")\n```\n:::\n\n\n### 2.2. Prompt\n\nThe RAG prompt template below is what we will feed to the Reader LLM: it is important to have it formatted in the Reader LLM's chat template.\n\nWe give it our context and the user's question.\n\n::: {#e28bd1d6 .cell execution_count=16}\n``` {.python .cell-code}\nprompt_in_chat_format = [\n    {\n        \"role\": \"system\",\n        \"content\": \"\"\"Using the information contained in the context,\ngive a comprehensive answer to the question.\nRespond only to the question asked, response should be concise and relevant to the question.\nProvide the number of the source document when relevant.\nIf the answer cannot be deduced from the context, do not give an answer.\"\"\",\n    },\n    {\n        \"role\": \"user\",\n        \"content\": \"\"\"Context:\n{context}\n---\nNow here is the question you need to answer.\n\nQuestion: {question}\"\"\",\n    },\n]\nRAG_PROMPT_TEMPLATE = tokenizer.apply_chat_template(\n    prompt_in_chat_format, tokenize=False, add_generation_prompt=True\n)\nprint(RAG_PROMPT_TEMPLATE)\n```\n:::\n\n\nLet's test our Reader on our previously retrieved documents!\n\n::: {#96c062d3 .cell execution_count=17}\n``` {.python .cell-code}\nretrieved_docs_text = [\n    doc.page_content for doc in retrieved_docs\n]  # we only need the text of the documents\ncontext = \"\\nExtracted documents:\\n\"\ncontext += \"\".join([f\"Document {str(i)}:::\\n\" + doc for i, doc in enumerate(retrieved_docs_text)])\n\nfinal_prompt = RAG_PROMPT_TEMPLATE.format(\n    question=\"How to create a pipeline object?\", context=context\n)\n\n# Redact an answer\nanswer = READER_LLM(final_prompt)[0][\"generated_text\"]\nprint(answer)\n```\n:::\n\n\n### 2.3. Reranking\n\nA good option for RAG is to retrieve more documents than you want in the end, then rerank the results with a more powerful retrieval model before keeping only the `top_k`.\n\nFor this, [Colbertv2](https://arxiv.org/abs/2112.01488) is a great choice: instead of a bi-encoder like our classical embedding models, it is a cross-encoder that computes more fine-grained interactions between the query tokens and each document's tokens.\n\nIt is easily usable thanks to [the RAGatouille library](https://github.com/bclavie/RAGatouille).\n\n::: {#c0298337 .cell execution_count=18}\n``` {.python .cell-code}\nfrom ragatouille import RAGPretrainedModel\n\nRERANKER = RAGPretrainedModel.from_pretrained(\"colbert-ir/colbertv2.0\")\n```\n:::\n\n\n# 3. Assembling it all!\n\n::: {#f7d2b29a .cell execution_count=19}\n``` {.python .cell-code}\nfrom transformers import Pipeline\n\n\ndef answer_with_rag(\n    question: str,\n    llm: Pipeline,\n    knowledge_index: FAISS,\n    reranker: Optional[RAGPretrainedModel] = None,\n    num_retrieved_docs: int = 30,\n    num_docs_final: int = 5,\n) -> Tuple[str, List[LangchainDocument]]:\n    # Gather documents with retriever\n    print(\"=> Retrieving documents...\")\n    relevant_docs = knowledge_index.similarity_search(query=question, k=num_retrieved_docs)\n    relevant_docs = [doc.page_content for doc in relevant_docs]  # keep only the text\n\n    # Optionally rerank results\n    if reranker:\n        print(\"=> Reranking documents...\")\n        relevant_docs = reranker.rerank(question, relevant_docs, k=num_docs_final)\n        relevant_docs = [doc[\"content\"] for doc in relevant_docs]\n\n    relevant_docs = relevant_docs[:num_docs_final]\n\n    # Build the final prompt\n    context = \"\\nExtracted documents:\\n\"\n    context += \"\".join([f\"Document {str(i)}:::\\n\" + doc for i, doc in enumerate(relevant_docs)])\n\n    final_prompt = RAG_PROMPT_TEMPLATE.format(question=question, context=context)\n\n    # Redact an answer\n    print(\"=> Generating answer...\")\n    answer = llm(final_prompt)[0][\"generated_text\"]\n\n    return answer, relevant_docs\n```\n:::\n\n\nLet's see how our RAG pipeline answers a user query.\n\n::: {#06ccd294 .cell execution_count=20}\n``` {.python .cell-code}\nquestion = \"how to create a pipeline object?\"\n\nanswer, relevant_docs = answer_with_rag(\n    question, READER_LLM, KNOWLEDGE_VECTOR_DATABASE, reranker=RERANKER\n)\n```\n:::\n\n\n::: {#f6ece0d2 .cell execution_count=21}\n``` {.python .cell-code}\nprint(\"==================================Answer==================================\")\nprint(f\"{answer}\")\nprint(\"==================================Source docs==================================\")\nfor i, doc in enumerate(relevant_docs):\n    print(f\"Document {i}------------------------------------------------------------\")\n    print(doc)\n```\n:::\n\n\n✅ We now have a fully functional, performant RAG sytem. That's it for today! Congratulations for making it to the end 🥳\n\n\n# To go further 🗺️\n\nThis is not the end of the journey! You can try many steps to improve your RAG system. We recommend doing so in an iterative way: bring small changes to the system and see what improves performance.\n\n### Setting up an evaluation pipeline\n\n- 💬 \"You cannot improve the model performance that you do not measure\", said Gandhi... or at least Llama2 told me he said it. Anyway, you should absolutely start by measuring performance: this means building a small evaluation dataset, then monitor the performance of your RAG system on this evaluation dataset.\n\n### Improving the retriever\n\n🛠️ __You can use these options to tune the results:__\n\n- Tune the chunking method:\n    - Size of the chunks\n    - Method: split on different separators, use [semantic chunking](https://python.langchain.com/docs/modules/data_connection/document_transformers/semantic-chunker)...\n- Change the embedding model\n\n👷‍♀️ __More could be considered:__\n- Try another chunking method, like semantic chunking\n- Change the index used (here, FAISS)\n- Query expansion: reformulate the user query in slightly different ways to retrieve more documents.\n\n### Improving the reader\n\n🛠️ __Here you can try the following options to improve results:__\n- Tune the prompt\n- Switch reranking on/off\n- Choose a more powerful reader model\n\n💡 __Many options could be considered here to further improve the results:__\n- Compress the retrieved context to keep only the most relevant parts to answer the query.\n- Extend the RAG system to make it more user-friendly:\n    - cite source\n    - make conversational\n\n",
+    "supporting": [
+      "advanced_rag_files"
+    ],
+    "filters": [],
+    "includes": {}
+  }
+}
\ No newline at end of file
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+    "markdown": "---\ntitle: RAG Evaluation\njupyter: python3\neval: false\n---\n\n::: {#22784221 .cell execution_count=1}\n``` {.python .cell-code}\n!pip install -q torch transformers transformers langchain sentence-transformers faiss-gpu openpyxl openai\n```\n:::\n\n\n::: {#01b9dea1 .cell execution_count=2}\n``` {.python .cell-code}\n%reload_ext autoreload\n%autoreload 2\n%reload_ext dotenv\n%dotenv\n```\n:::\n\n\n::: {#b2fdd362 .cell execution_count=3}\n``` {.python .cell-code}\nfrom tqdm.notebook import tqdm\nimport pandas as pd\nfrom typing import Optional, List, Tuple\nfrom langchain_core.language_models import BaseChatModel\nimport json\nimport datasets\n\npd.set_option(\"display.max_colwidth\", None)\n```\n:::\n\n\n### Load your knowledge base\n\n::: {#359836ac .cell execution_count=4}\n``` {.python .cell-code}\nds = datasets.load_dataset(\"m-ric/huggingface_doc\", split=\"train\")\n```\n:::\n\n\n# 1. Build a synthetic dataset for evaluation\nWe first build a synthetic dataset of questions and associated contexts. The method is to get elements from our knowledge base, and ask an LLM to generate questions based on these documents.\n\nThen we setup other LLM agents to act as quality filters for the generated QA couples: each of them will act as the filter for a specific flaw.\n\n### 1.1. Prepare source documents\n\n::: {#36f649ad .cell execution_count=5}\n``` {.python .cell-code}\nfrom langchain.text_splitter import RecursiveCharacterTextSplitter\nfrom langchain.docstore.document import Document as LangchainDocument\n\nlangchain_docs = [\n    LangchainDocument(page_content=doc[\"text\"], metadata={\"source\": doc[\"source\"]})\n    for doc in tqdm(ds)\n]\n\n\ntext_splitter = RecursiveCharacterTextSplitter(\n    chunk_size=2000,\n    chunk_overlap=200,\n    add_start_index=True,\n    separators=[\"\\n\\n\", \"\\n\", \".\", \" \", \"\"],\n)\n\ndocs_processed = []\nfor doc in langchain_docs:\n    docs_processed += text_splitter.split_documents([doc])\n```\n:::\n\n\n### 1.2. Setup agents for question generation\n\nWe use [Mixtral](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1) for QA couple generation because it it has excellent performance in leaderboards such as [Chatbot Arena](https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboard).\n\n::: {#03878328 .cell execution_count=6}\n``` {.python .cell-code}\nfrom langchain_community.llms import HuggingFaceHub\n\nrepo_id = \"mistralai/Mixtral-8x7B-Instruct-v0.1\"\n\nllm = HuggingFaceHub(\n    repo_id=repo_id,\n    task=\"text-generation\",\n    model_kwargs={\n        \"max_new_tokens\": 512,\n        \"top_k\": 30,\n        \"temperature\": 0.1,\n        \"repetition_penalty\": 1.03,\n    },\n)\n```\n:::\n\n\n::: {#67115f45 .cell execution_count=7}\n``` {.python .cell-code}\nfrom langchain_community.chat_models import ChatHuggingFace\n\nchat_model = ChatHuggingFace(llm=llm)\n```\n:::\n\n\n::: {#8a75ff72 .cell execution_count=8}\n``` {.python .cell-code}\nfrom langchain.prompts import ChatPromptTemplate\n\nQA_generation_prompt = \"\"\"\nYour task is to write a factoid question and an answer given a context.\nYour factoid question should be answerable with a specific, concise piece of factual information from the context.\nYour factoid question should be formulated in the same style as questions users could ask in a search engine.\nThis means that your factoid question MUST NOT mention something like \"according to the passage\" or \"context\".\n\nProvide your answer as follows:\n\nOutput:::\nFactoid question: (your factoid question)\nAnswer: (your answer to the factoid question)\n\nNow here is the context.\n\nContext: {context}\\n\nOutput:::\"\"\"\n\nQA_generation_prompt = ChatPromptTemplate.from_template(QA_generation_prompt)\nQA_generation_agent = QA_generation_prompt | chat_model\n```\n:::\n\n\nNow let's generate our QA couples.\nFor this example, we generate only 10 QA couples and will load the rest from the Hub.\n\nBut for your specific knowledge base, given that you want to get at least ~100 test samples, and accounting for the fact that we will filter out around half of these with our critique agents later on, you should generate much more, in the >200 samples.\n\n::: {#66448027 .cell execution_count=9}\n``` {.python .cell-code}\nimport random\n\nN_GENERATIONS = (\n    10  # We intentionally generate only 10 QA couples here for cost and time considerations\n)\n\nprint(f\"Generating {N_GENERATIONS} QA couples...\")\noutputs = []\nfor context in tqdm(random.sample(langchain_docs, N_GENERATIONS)):\n    # Generate QA couple\n    output_QA_couple = QA_generation_agent.invoke({\"context\": context.page_content}).content\n    try:\n        question = output_QA_couple.split(\"Factoid question: \")[1].split(\"Answer: \")[0]\n        answer = output_QA_couple.split(\"Answer: \")[1]\n        outputs.append(\n            {\n                \"context\": context.page_content,\n                \"question\": question,\n                \"answer\": answer,\n                \"source_doc\": context.metadata[\"source\"],\n            }\n        )\n    except:\n        continue\n```\n:::\n\n\n::: {#38586e3e .cell execution_count=10}\n``` {.python .cell-code}\ndisplay(pd.DataFrame(outputs).head(1))\n```\n:::\n\n\n### 1.3. Setup critique agents\n\nThe questions generated by the previous agent can have many flaws: we should do a quality check before validating these questions.\n\nWe thus build critique agents that will rate each question on several criteria, given in [this paper](https://huggingface.co/papers/2312.10003):\n- **Groundedness:** can the question be answered from the given context?\n- **Relevance:** is the question relevant to users? For instance, `\"What is the date when transformers 4.29.1 was released?\"` is not relevant for ML practicioners.\n\nOne last failure case we've noticed is when a function is tailored for the particular setting where the question was generated, but undecipherable by itself, like `\"What is the name of the function used in this guide?\"`.\nWe also build a critique agent for this criteria:\n- **Stand-alone**: is the question understandable free of any context, for someone with domain knowledge/Internet access? The opposite of this would be `What is the function used in this article?` for a question generated from a specific blog article.\n\nWe systematically score functions with all these agents, and whenever the score is too low for any one of the agents, we eliminate the question from our eval dataset.\n\n💡 ___When asking the agents to output a score, we first ask them to produce its rationale. This will help us verify scores, but most importantly, asking it to first output rationale gives the model more tokens to think and elaborate an answer before summarizing it into a single score token.___\n\nWe now build and run these critique agents.\n\n::: {#36f64eeb .cell execution_count=11}\n``` {.python .cell-code}\nquestion_groundedness_critique_prompt = \"\"\"\nYou will be given a context and a question.\nYour task is to provide a 'total rating' scoring how well one can answer the given question unambiguously with the given context.\nGive your answer on a scale of 1 to 5, where 1 means that the question is not answerable at all given the context, and 5 means that the question is clearly and unambiguously answerable with the context.\n\nProvide your answer as follows:\n\nAnswer:::\nEvaluation: (your rationale for the rating)\nTotal rating: (your rating)\n\nNow here are the question and context.\n\nQuestion: {question}\\n\nContext: {context}\\n\nAnswer::: \"\"\"\n\nquestion_relevance_critique_prompt = \"\"\"\nYou will be given a question.\nYour task is to provide a 'total rating' representing how useful this question can be to machine learning developers building NLP applications with the Hugging Face ecosystem.\nGive your answer on a scale of 1 to 5, where 1 means that the question is not useful at all, and 5 means that the question is extremely useful.\n\nProvide your answer as follows:\n\nAnswer:::\nEvaluation: (your rationale for the rating)\nTotal rating: (your rating)\n\nNow here is the question.\n\nQuestion: {question}\\n\nAnswer::: \"\"\"\n\nquestion_standalone_critique_prompt = \"\"\"\nYou will be given a question.\nYour task is to provide a 'total rating' representing how context-independant this question is.\nGive your answer on a scale of 1 to 5, where 1 means that the question only makes sense in a specific context, and 5 means that the question makes sense by itself.\nFor instance, if the question refers to a particular setting, like 'in the context' or 'in the document', the rating must be 1.\nThe questions can contain obscure technical nouns or acronyms like Gradio, Hub, Hugging Face or Space and still be a 5: it must simply be clear to an operator with access to documentation what the question is about.\n\nProvide your answer as follows:\n\nAnswer:::\nEvaluation: (your rationale for the rating)\nTotal rating: (your rating)\n\nNow here is the question.\n\nQuestion: {question}\\n\nAnswer::: \"\"\"\n\nquestion_groundedness_critique_prompt = ChatPromptTemplate.from_template(\n    question_groundedness_critique_prompt\n)\nquestion_groundedness_critique_agent = question_groundedness_critique_prompt | chat_model\n\nquestion_relevance_critique_prompt = ChatPromptTemplate.from_template(\n    question_relevance_critique_prompt\n)\nquestion_relevance_critique_agent = question_relevance_critique_prompt | chat_model\n\nquestion_standalone_critique_prompt = ChatPromptTemplate.from_template(\n    question_standalone_critique_prompt\n)\nquestion_standalone_critique_agent = question_standalone_critique_prompt | chat_model\n```\n:::\n\n\n::: {#36a9f0a0 .cell execution_count=12}\n``` {.python .cell-code}\nprint(\"Generating critique for each QA couple...\")\nfor output in tqdm(outputs):\n    # Critique the generated QA couple\n    question_groundedness_evaluation = question_groundedness_critique_agent.invoke(\n        {\"context\": output[\"context\"], \"question\": output[\"question\"]}\n    ).content\n    question_relevance_evaluation = question_relevance_critique_agent.invoke(\n        {\"question\": output[\"question\"]}\n    ).content\n    question_standalone_evaluation = question_standalone_critique_agent.invoke(\n        {\"question\": output[\"question\"]}\n    ).content\n\n    try:\n        groundedness_score = int(question_groundedness_evaluation.split(\"Total rating: \")[1][0])\n        groundedness_eval = question_groundedness_evaluation.split(\"Total rating: \")[0].split(\n            \"Evaluation: \"\n        )[1]\n        relevance_score = int(question_relevance_evaluation.split(\"Total rating: \")[1][0])\n        relevance_eval = question_relevance_evaluation.split(\"Total rating: \")[0].split(\n            \"Evaluation: \"\n        )[1]\n        standalone_score = int(question_standalone_evaluation.split(\"Total rating: \")[1][0])\n        standalone_eval = question_standalone_evaluation.split(\"Total rating: \")[0].split(\n            \"Evaluation: \"\n        )[1]\n        output.update(\n            {\n                \"groundedness_score\": groundedness_score,\n                \"groundedness_eval\": groundedness_eval,\n                \"relevance_score\": relevance_score,\n                \"relevance_eval\": relevance_eval,\n                \"standalone_score\": standalone_score,\n                \"standalone_eval\": standalone_eval,\n            }\n        )\n    except:\n        continue\n```\n:::\n\n\nNow let us filter out bad questions based on our critique agent scores:\n\n::: {#244dd1b5 .cell execution_count=13}\n``` {.python .cell-code}\nimport pandas as pd\n\npd.set_option(\"display.max_colwidth\", None)\n\ngenerated_questions = pd.DataFrame.from_dict(outputs)\n\nprint(\"Evaluation dataset before filtering:\")\ndisplay(\n    generated_questions[\n        [\"question\", \"answer\", \"groundedness_score\", \"relevance_score\", \"standalone_score\"]\n    ]\n)\ngenerated_questions = generated_questions.loc[\n    (generated_questions[\"groundedness_score\"] >= 4)\n    & (generated_questions[\"relevance_score\"] >= 4)\n    & (generated_questions[\"standalone_score\"] >= 4)\n]\nprint(\"============================================\")\nprint(\"Final evaluation dataset:\")\ndisplay(\n    generated_questions[\n        [\"question\", \"answer\", \"groundedness_score\", \"relevance_score\", \"standalone_score\"]\n    ]\n)\n\neval_dataset = datasets.Dataset.from_pandas(\n    generated_questions, split=\"train\", preserve_index=False\n)\n```\n:::\n\n\nNow our synthetic evaluation dataset is complete! We can evaluate different RAG systems on this evaluation dataset.\n\nWe have generated only a few QA couples here to reduce time and cost. But let's kick start the next part by loading a pre-generated dataset:\n\n::: {#9e9d2a9f .cell execution_count=14}\n``` {.python .cell-code}\neval_dataset = datasets.load_dataset(\"m-ric/huggingface_doc_qa_eval\", split=\"train\")\n```\n:::\n\n\n# 2. Build our RAG System\n\n### 2.1. Preprocessing documents to build our vector database\n\n- In this part, __we split the documents from our knowledge base into smaller chunks__: these will be the snippets that are picked by the Retriever, to then be ingested by the Reader LLM as supporting elements for its answer.\n- The goal is to build semantically relevant snippets: not too small to be sufficient for supporting an answer, and not too large too avoid diluting individual ideas.\n\nMany options exist for text splitting:\n- split every `n` words / characters, but this has the risk of cutting in half paragraphs or even sentences\n- split after `n` words / character, but only on sentence boundaries\n- **recursive split** tries to preserve even more of the document structure, by processing it tree-like way, splitting first on the largest units (chapters) then recursively splitting on smaller units (paragraphs, sentences).\n\nTo learn more about chunking, I recommend you read [this great notebook](https://github.com/FullStackRetrieval-com/RetrievalTutorials/blob/main/5_Levels_Of_Text_Splitting.ipynb) by Greg Kamradt.\n\n[This space](https://huggingface.co/spaces/m-ric/chunk_visualizer) lets you visualize how different splitting options affect the chunks you get.\n\n> In the following, we use Langchain's `RecursiveCharacterTextSplitter`.\n\n💡 _To measure chunk length in our Text Splitter, our length function will not be the count of characters, but the count of tokens in the tokenized text: indeed, for subsequent embedder that processes token, measuring length in tokens is more relevant and empirically performs better._\n\n::: {#94af026d .cell execution_count=15}\n``` {.python .cell-code}\nfrom langchain.docstore.document import Document as LangchainDocument\n\nRAW_KNOWLEDGE_BASE = [\n    LangchainDocument(page_content=doc[\"text\"], metadata={\"source\": doc[\"source\"]})\n    for doc in tqdm(ds)\n]\n```\n:::\n\n\n::: {#13cebd63 .cell execution_count=16}\n``` {.python .cell-code}\nfrom langchain.text_splitter import RecursiveCharacterTextSplitter\nfrom transformers import AutoTokenizer\n\n\ndef split_documents(\n    chunk_size: int,\n    knowledge_base: List[LangchainDocument],\n    tokenizer_name: str,\n) -> List[LangchainDocument]:\n    \"\"\"\n    Split documents into chunks of size `chunk_size` characters and return a list of documents.\n    \"\"\"\n    text_splitter = RecursiveCharacterTextSplitter.from_huggingface_tokenizer(\n        AutoTokenizer.from_pretrained(tokenizer_name),\n        chunk_size=chunk_size,\n        chunk_overlap=int(chunk_size / 10),\n        add_start_index=True,\n        strip_whitespace=True,\n        separators=[\"\\n\\n\", \"\\n\", \".\", \" \", \"\"],\n    )\n\n    docs_processed = []\n    for doc in knowledge_base:\n        docs_processed += text_splitter.split_documents([doc])\n\n    # Remove duplicates\n    unique_texts = {}\n    docs_processed_unique = []\n    for doc in docs_processed:\n        if doc.page_content not in unique_texts:\n            unique_texts[doc.page_content] = True\n            docs_processed_unique.append(doc)\n\n    return docs_processed_unique\n```\n:::\n\n\n### 2.2. Retriever - embeddings 🗂️\nThe __retriever acts like an internal search engine__: given the user query, it returns the most relevant documents from your knowledge base.\n\n> For the knowledge base, we use Langchain vector databases since __it offers a convenient [FAISS](https://github.com/facebookresearch/faiss) index and allows us to keep document metadata throughout the processing__.\n\n🛠️ __Options included:__\n\n- Tune the chunking method:\n    - Size of the chunks\n    - Method: split on different separators, use [semantic chunking](https://python.langchain.com/docs/modules/data_connection/document_transformers/semantic-chunker)...\n- Change the embedding model\n\n::: {#8f7371a4 .cell execution_count=17}\n``` {.python .cell-code}\nfrom langchain.vectorstores import FAISS\nfrom langchain_community.embeddings import HuggingFaceEmbeddings\nfrom langchain_community.vectorstores.utils import DistanceStrategy\nimport os\n\n\ndef load_embeddings(\n    langchain_docs: List[LangchainDocument],\n    chunk_size: int,\n    embedding_model_name: Optional[str] = \"thenlper/gte-small\",\n) -> FAISS:\n    \"\"\"\n    Creates a FAISS index from the given embedding model and documents. Loads the index directly if it already exists.\n\n    Args:\n        langchain_docs: list of documents\n        chunk_size: size of the chunks to split the documents into\n        embedding_model_name: name of the embedding model to use\n\n    Returns:\n        FAISS index\n    \"\"\"\n    # load embedding_model\n    embedding_model = HuggingFaceEmbeddings(\n        model_name=embedding_model_name,\n        multi_process=True,\n        model_kwargs={\"device\": \"cuda\"},\n        encode_kwargs={\"normalize_embeddings\": True},  # set True to compute cosine similarity\n    )\n\n    # Check if embeddings already exist on disk\n    index_name = f\"index_chunk:{chunk_size}_embeddings:{embedding_model_name.replace('/', '~')}\"\n    index_folder_path = f\"./data/indexes/{index_name}/\"\n    if os.path.isdir(index_folder_path):\n        return FAISS.load_local(\n            index_folder_path,\n            embedding_model,\n            distance_strategy=DistanceStrategy.COSINE,\n        )\n\n    else:\n        print(\"Index not found, generating it...\")\n        docs_processed = split_documents(\n            chunk_size,\n            langchain_docs,\n            embedding_model_name,\n        )\n        knowledge_index = FAISS.from_documents(\n            docs_processed, embedding_model, distance_strategy=DistanceStrategy.COSINE\n        )\n        knowledge_index.save_local(index_folder_path)\n        return knowledge_index\n```\n:::\n\n\n### 2.3. Reader - LLM 💬\n\nIn this part, the __LLM Reader reads the retrieved documents to formulate its answer.__\n\n🛠️ Here we tried the following options to improve results:\n- Switch reranking on/off\n- Change the reader model\n\n::: {#843d7987 .cell execution_count=18}\n``` {.python .cell-code}\nRAG_PROMPT_TEMPLATE = \"\"\"\n<|system|>\nUsing the information contained in the context,\ngive a comprehensive answer to the question.\nRespond only to the question asked, response should be concise and relevant to the question.\nProvide the number of the source document when relevant.\nIf the answer cannot be deduced from the context, do not give an answer.</s>\n<|user|>\nContext:\n{context}\n---\nNow here is the question you need to answer.\n\nQuestion: {question}\n</s>\n<|assistant|>\n\"\"\"\n```\n:::\n\n\n::: {#6884550b .cell execution_count=19}\n``` {.python .cell-code}\nfrom langchain_community.llms import HuggingFaceHub\n\nrepo_id = \"HuggingFaceH4/zephyr-7b-beta\"\nREADER_MODEL_NAME = \"zephyr-7b-beta\"\n\nREADER_LLM = HuggingFaceHub(\n    repo_id=repo_id,\n    task=\"text-generation\",\n    model_kwargs={\n        \"max_new_tokens\": 512,\n        \"top_k\": 30,\n        \"temperature\": 0.1,\n        \"repetition_penalty\": 1.03,\n    },\n)\n```\n:::\n\n\n::: {#143d4d0b .cell execution_count=20}\n``` {.python .cell-code}\nfrom ragatouille import RAGPretrainedModel\nfrom langchain_core.vectorstores import VectorStore\nfrom langchain_core.language_models.llms import LLM\n\n\ndef answer_with_rag(\n    question: str,\n    llm: LLM,\n    knowledge_index: VectorStore,\n    reranker: Optional[RAGPretrainedModel] = None,\n    num_retrieved_docs: int = 30,\n    num_docs_final: int = 7,\n) -> Tuple[str, List[LangchainDocument]]:\n    \"\"\"Answer a question using RAG with the given knowledge index.\"\"\"\n    # Gather documents with retriever\n    relevant_docs = knowledge_index.similarity_search(query=question, k=num_retrieved_docs)\n    relevant_docs = [doc.page_content for doc in relevant_docs]  # keep only the text\n\n    # Optionally rerank results\n    if reranker:\n        relevant_docs = reranker.rerank(question, relevant_docs, k=num_docs_final)\n        relevant_docs = [doc[\"content\"] for doc in relevant_docs]\n\n    relevant_docs = relevant_docs[:num_docs_final]\n\n    # Build the final prompt\n    context = \"\\nExtracted documents:\\n\"\n    context += \"\".join([f\"Document {str(i)}:::\\n\" + doc for i, doc in enumerate(relevant_docs)])\n\n    final_prompt = RAG_PROMPT_TEMPLATE.format(question=question, context=context)\n\n    # Redact an answer\n    answer = llm(final_prompt)\n\n    return answer, relevant_docs\n```\n:::\n\n\n# 3. Benchmarking the RAG system\n\nThe RAG system and the evaluation datasets are now ready. The last step is to judge the RAG system's output on this evlauation dataset.\n\nTo this end, __we setup a judge agent__. ⚖️🤖\n\nOut of [the different RAG evaluation metrics](https://docs.ragas.io/en/latest/concepts/metrics/index.html), we choose to focus only on faithfulness since it the best end-to-end metric of our system's performance.\n\n> We use GPT4 as a judge for its empirically good performance, but you could try with other models such as [kaist-ai/prometheus-13b-v1.0](https://huggingface.co/kaist-ai/prometheus-13b-v1.0) or [BAAI/JudgeLM-33B-v1.0](https://huggingface.co/BAAI/JudgeLM-33B-v1.0).\n\n💡 _In the evaluation prompt, we give a detailed description each metric on the scale 1-5, as is done in [Prometheus's prompt template](https://huggingface.co/kaist-ai/prometheus-13b-v1.0): this helps the model ground its metric precisely. If instead you give the judge LLM a vague scale to work with, the outputs will not be consistent enough between different examples._\n\n💡 _Again, prompting the LLM to output rationale before giving its final score gives it more tokens to help it formalize and elaborate a judgement._\n\n::: {#ce53b5ec .cell execution_count=21}\n``` {.python .cell-code}\ndef run_rag_tests(\n    eval_dataset: datasets.Dataset,\n    llm: BaseChatModel,\n    knowledge_index: VectorStore,\n    output_file: str,\n    reranker: Optional[RAGPretrainedModel] = None,\n    verbose: Optional[bool] = True,\n    test_settings: Optional[str] = None,  # To document the test settings used\n):\n    \"\"\"Runs RAG tests on the given dataset and saves the results to the given output file.\"\"\"\n    try:  # load previous generations if they exist\n        with open(output_file, \"r\") as f:\n            outputs = json.load(f)\n    except:\n        outputs = []\n\n    for example in tqdm(eval_dataset):\n        question = example[\"question\"]\n        if question in [output[\"question\"] for output in outputs]:\n            continue\n\n        answer, relevant_docs = answer_with_rag(question, llm, knowledge_index, reranker=reranker)\n        if verbose:\n            print(\"=======================================================\")\n            print(f\"Question: {question}\")\n            print(f\"Answer: {answer}\")\n            print(f'True answer: {example[\"answer\"]}')\n        result = {\n            \"question\": question,\n            \"true_answer\": example[\"answer\"],\n            \"source_doc\": example[\"source_doc\"],\n            \"generated_answer\": answer,\n            \"retrieved_docs\": [doc for doc in relevant_docs],\n        }\n        if test_settings:\n            result[\"test_settings\"] = test_settings\n        outputs.append(result)\n\n        with open(output_file, \"w\") as f:\n            json.dump(outputs, f)\n```\n:::\n\n\n::: {#49f7ef44 .cell execution_count=22}\n``` {.python .cell-code}\nEVALUATION_PROMPT = \"\"\"###Task Description:\nAn instruction (might include an Input inside it), a response to evaluate, a reference answer that gets a score of 5, and a score rubric representing a evaluation criteria are given.\n1. Write a detailed feedback that assess the quality of the response strictly based on the given score rubric, not evaluating in general.\n2. After writing a feedback, write a score that is an integer between 1 and 5. You should refer to the score rubric.\n3. The output format should look as follows: \\\"Feedback: {{write a feedback for criteria}} [RESULT] {{an integer number between 1 and 5}}\\\"\n4. Please do not generate any other opening, closing, and explanations. Be sure to include [RESULT] in your output.\n\n###The instruction to evaluate:\n{instruction}\n\n###Response to evaluate:\n{response}\n\n###Reference Answer (Score 5):\n{reference_answer}\n\n###Score Rubrics:\n[Is the response correct, accurate, and factual based on the reference answer?]\nScore 1: The response is completely incorrect, inaccurate, and/or not factual.\nScore 2: The response is mostly incorrect, inaccurate, and/or not factual.\nScore 3: The response is somewhat correct, accurate, and/or factual.\nScore 4: The response is mostly correct, accurate, and factual.\nScore 5: The response is completely correct, accurate, and factual.\n\n###Feedback:\"\"\"\n\nfrom langchain.prompts.chat import (\n    ChatPromptTemplate,\n    HumanMessagePromptTemplate,\n)\nfrom langchain.schema import SystemMessage\n\n\nevaluation_prompt_template = ChatPromptTemplate.from_messages(\n    [\n        SystemMessage(content=\"You are a fair evaluator language model.\"),\n        HumanMessagePromptTemplate.from_template(EVALUATION_PROMPT),\n    ]\n)\n```\n:::\n\n\n::: {#b678d8fe .cell execution_count=23}\n``` {.python .cell-code}\nfrom langchain.chat_models import ChatOpenAI\n\neval_chat_model = ChatOpenAI(model=\"gpt-4-1106-preview\", temperature=0)\nevaluator_name = \"GPT4\"\n\n\ndef evaluate_answers(\n    answer_path: str,\n    eval_chat_model: BaseChatModel,\n    evaluator_name: str,\n    evaluation_prompt_template: ChatPromptTemplate,\n) -> None:\n    \"\"\"Evaluates generated answers. Modifies the given answer file in place for better checkpointing.\"\"\"\n    answers = []\n    if os.path.isfile(answer_path):  # load previous generations if they exist\n        answers = json.load(open(answer_path, \"r\"))\n\n    for experiment in tqdm(answers):\n        if f\"eval_score_{evaluator_name}\" in experiment:\n            continue\n\n        eval_prompt = evaluation_prompt_template.format_messages(\n            instruction=experiment[\"question\"],\n            response=experiment[\"generated_answer\"],\n            reference_answer=experiment[\"true_answer\"],\n        )\n        eval_result = eval_chat_model.invoke(eval_prompt)\n        feedback, score = [item.strip() for item in eval_result.content.split(\"[RESULT]\")]\n        experiment[f\"eval_score_{evaluator_name}\"] = score\n        experiment[f\"eval_feedback_{evaluator_name}\"] = feedback\n\n        with open(answer_path, \"w\") as f:\n            json.dump(answers, f)\n```\n:::\n\n\n🚀 Let's run the tests and evaluate answers!👇\n\n::: {#55f9f502 .cell execution_count=24}\n``` {.python .cell-code}\nif not os.path.exists(\"./output\"):\n    os.mkdir(\"./output\")\n\nfor chunk_size in [200]:  # Add other chunk sizes (in tokens) as needed\n    for embeddings in [\"thenlper/gte-small\"]:  # Add other embeddings as needed\n        for rerank in [True, False]:\n            settings_name = f\"chunk:{chunk_size}_embeddings:{embeddings.replace('/', '~')}_rerank:{rerank}_reader-model:{READER_MODEL_NAME}\"\n            output_file_name = f\"./output/rag_{settings_name}.json\"\n\n            print(f\"Running evaluation for {settings_name}:\")\n\n            print(\"Loading knowledge base embeddings...\")\n            knowledge_index = load_embeddings(\n                RAW_KNOWLEDGE_BASE,\n                chunk_size=chunk_size,\n                embedding_model_name=embeddings,\n            )\n\n            print(\"Running RAG...\")\n            reranker = (\n                RAGPretrainedModel.from_pretrained(\"colbert-ir/colbertv2.0\") if rerank else None\n            )\n            run_rag_tests(\n                eval_dataset=eval_dataset,\n                llm=READER_LLM,\n                knowledge_index=knowledge_index,\n                output_file=output_file_name,\n                reranker=reranker,\n                verbose=False,\n                test_settings=settings_name,\n            )\n\n            print(\"Running evaluation...\")\n            evaluate_answers(\n                output_file_name,\n                eval_chat_model,\n                evaluator_name,\n                evaluation_prompt_template,\n            )\n```\n:::\n\n\n### Inspect results\n\n::: {#9fbbe7e3 .cell execution_count=25}\n``` {.python .cell-code}\nimport glob\n\noutputs = []\nfor file in glob.glob(\"./output/*.json\"):\n    output = pd.DataFrame(json.load(open(file, \"r\")))\n    output[\"settings\"] = file\n    outputs.append(output)\nresult = pd.concat(outputs)\n```\n:::\n\n\n::: {#8e32ac07 .cell execution_count=26}\n``` {.python .cell-code}\nresult[\"eval_score_GPT4\"] = result[\"eval_score_GPT4\"].apply(\n    lambda x: int(x) if isinstance(x, str) else 1\n)\nresult[\"eval_score_GPT4\"] = (result[\"eval_score_GPT4\"] - 1) / 4\n```\n:::\n\n\n::: {#14c33cb4 .cell execution_count=27}\n``` {.python .cell-code}\naverage_scores = result.groupby(\"settings\")[\"eval_score_GPT4\"].mean()\naverage_scores.sort_values()\n```\n:::\n\n\n## Example results\n\nLet us load the results that I obtained by tweaking the different options available in this notebook.\nFor more detail on why these options could work on not, see the notebook on [advanced_RAG](advanced_rag).\n\nAs you can see in the graph below, some tweaks do not bring any improvement, some give huge performance boosts.\n\n➡️ ___There is no single good recipe: you should try several different directions when tuning your RAG systems.___\n\n::: {#0f27b105 .cell execution_count=28}\n``` {.python .cell-code}\nimport plotly.express as px\n\nscores = datasets.load_dataset(\"m-ric/rag_scores_cookbook\", split=\"train\")\nscores = pd.Series(scores[\"score\"], index=scores[\"settings\"])\n```\n:::\n\n\n::: {#abdb166c .cell execution_count=29}\n``` {.python .cell-code}\nfig = px.bar(\n    scores,\n    color=scores,\n    labels={\n        \"value\": \"Accuracy\",\n        \"settings\": \"Configuration\",\n    },\n    color_continuous_scale=\"bluered\",\n)\nfig.update_layout(w\n    width=1000,\n    height=600,\n    barmode=\"group\",\n    yaxis_range=[0, 100],\n    title=\"<b>Accuracy of different RAG configurations</b>\",\n    xaxis_title=\"RAG settings\",\n    font=dict(size=15),\n)\nfig.layout.yaxis.ticksuffix = \"%\"\nfig.update_coloraxes(showscale=False)\nfig.update_traces(texttemplate=\"%{y:.1f}\", textposition=\"outside\")\nfig.show()\n```\n:::\n\n\n<img src=\"https://huggingface.co/datasets/huggingface/cookbook-images/resolve/main/RAG_settings_accuracy.png\" height=\"500\" width=\"800\">\n\nAs you can see, these had varying impact on performance. In particular, tuning the chunk size is both easy and very impactful.\n\nBut this is our case: your results could be very different: now that you have a robust evaluation pipeline, you can set on to explore other options! 🗺️\n\n",
+    "supporting": [
+      "rag_evaluation_files"
+    ],
+    "filters": [],
+    "includes": {}
+  }
+}
\ No newline at end of file
diff --git a/src/.quarto/_freeze/notebooks/rag_zephyr_langchain/execute-results/html.json b/src/.quarto/_freeze/notebooks/rag_zephyr_langchain/execute-results/html.json
new file mode 100644
index 0000000000000000000000000000000000000000..6b03a0c1912a117f4e41ced87026a927439bdbd8
--- /dev/null
+++ b/src/.quarto/_freeze/notebooks/rag_zephyr_langchain/execute-results/html.json
@@ -0,0 +1,12 @@
+{
+  "hash": "664c66ecb115cb866ac245da08fed5e9",
+  "result": {
+    "engine": "jupyter",
+    "markdown": "---\ntitle: Simple RAG\njupyter: python3\neval: false\ncode-annotations: hover\n\n---\n\n::: {#78116675 .cell execution_count=1}\n``` {.python .cell-code}\n!pip install -q torch transformers accelerate bitsandbytes transformers sentence-transformers faiss-gpu\n```\n:::\n\n\n::: {#be6b2c06 .cell execution_count=2}\n``` {.python .cell-code}\n!pip install -q langchain\n```\n:::\n\n\n::: callout-note\nIf running in Google Colab, you may need to run this cell to make sure you're using UTF-8 locale to install LangChain\n\n::: {#4dc3a73a .cell execution_count=3}\n``` {.python .cell-code}\nimport locale\nlocale.getpreferredencoding = lambda: \"UTF-8\"\n```\n:::\n\n\n:::\n\n\n## Prepare the data\n\nIn this example, we'll load all of the issues (both open and closed) from [PEFT library's repo](https://github.com/huggingface/peft).\n\nFirst, you need to acquire a [GitHub personal access token](https://github.com/settings/tokens?type=beta) to access the GitHub API.\n\n::: {#99d8d506 .cell execution_count=4}\n``` {.python .cell-code}\nfrom getpass import getpass\n\nACCESS_TOKEN = getpass(\"YOUR_GITHUB_PERSONAL_TOKEN\")  # <1>\n```\n:::\n\n\n1. You can also use an environment variable to store your token.\n\nNext, we'll load all of the issues in the [huggingface/peft](https://github.com/huggingface/peft) repo:\n- By default, pull requests are considered issues as well, here we chose to exclude them from data with by setting `include_prs=False`\n- Setting `state = \"all\"` means we will load both open and closed issues.\n\n::: {#4aba18cd .cell execution_count=5}\n``` {.python .cell-code}\nfrom langchain.document_loaders import GitHubIssuesLoader\n\nloader = GitHubIssuesLoader(\n    repo=\"huggingface/peft\",\n    access_token=ACCESS_TOKEN,\n    include_prs=False,\n    state=\"all\"\n)\n\ndocs = loader.load()\n```\n:::\n\n\nThe content of individual GitHub issues may be longer than what an embedding model can take as input. If we want to embed all of the available content, we need to chunk the documents into appropriately sized pieces.\n\nThe most common and straightforward approach to chunking is to define a fixed size of chunks and whether there should be any overlap between them. Keeping some overlap between chunks allows us to preserve some semantic context between the chunks.\n\nOther approaches are typically more involved and take into account the documents' structure and context. For example, one may want to split a document based on sentences or paragraphs, or create chunks based on the\n\nThe fixed-size chunking, however, works well for most common cases, so that is what we'll do here.\n\n::: {#1ee02e26 .cell execution_count=6}\n``` {.python .cell-code}\nfrom langchain.text_splitter import CharacterTextSplitter\n\nsplitter = CharacterTextSplitter(chunk_size=512, chunk_overlap=30)\n\nchunked_docs = splitter.split_documents(docs)\n```\n:::\n\n\n## Create the embeddings + retriever\n\nNow that the docs are all of the appropriate size, we can create a database with their embeddings.\n\nTo create document chunk embeddings we'll use the `HuggingFaceEmbeddings` and the [`BAAI/bge-base-en-v1.5`](https://huggingface.co/BAAI/bge-base-en-v1.5) embeddings model. To create the vector database, we'll use `FAISS`, a library developed by Facebook AI. This library offers efficient similarity search and clustering of dense vectors, which is what we need here. FAISS is currently one of the most used libraries for NN search in massive datasets. \n\n::: callout-tip\nThere are many other embeddings models available on the Hub, and you can keep an eye on the best performing ones by checking the [Massive Text Embedding Benchmark (MTEB) Leaderboard](https://huggingface.co/spaces/mteb/leaderboard).\n:::\n\nWe'll access both the embeddings model and FAISS via LangChain API.\n\n::: {#3342a691 .cell execution_count=7}\n``` {.python .cell-code}\nfrom langchain.vectorstores import FAISS\nfrom langchain.embeddings import HuggingFaceEmbeddings\n\ndb = FAISS.from_documents(chunked_docs,\n                          HuggingFaceEmbeddings(model_name='BAAI/bge-base-en-v1.5'))\n```\n:::\n\n\nWe need a way to return(retrieve) the documents given an unstructured query. For that, we'll use the `as_retriever` method using the `db` as a backbone:\n- `search_type=\"similarity\"` means we want to perform similarity search between the query and documents\n- `search_kwargs={'k': 4}` instructs the retriever to return top 4 results.\n\n::: {#28bd25f2 .cell execution_count=8}\n``` {.python .cell-code}\nretriever = db.as_retriever(\n    search_type=\"similarity\",            # <1>\n    search_kwargs={'k': 4}               # <1>\n)\n```\n:::\n\n\n1. The ideal search type is context dependent, and you should experiment to find the best one for your data.\n\nThe vector database and retriever are now set up, next we need to set up the next piece of the chain - the model.\n\n## Load quantized model\n\nFor this example, we chose [`HuggingFaceH4/zephyr-7b-beta`](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta), a small but powerful model.\nTo make inference faster, we will load the quantized version of the model:\n\n:::::: {.callout-tip}\nWith many models being released every week, you may want to substitute this model to the latest and greatest. The best way to keep track of open source LLMs is to check the [Open-source LLM leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard).\n:::\n\n::: {#e5288d87 .cell execution_count=9}\n``` {.python .cell-code}\nimport torch\nfrom transformers import AutoTokenizer, AutoModelForCausalLM, BitsAndBytesConfig\n\nmodel_name = 'HuggingFaceH4/zephyr-7b-beta'\n\nbnb_config = BitsAndBytesConfig(\n    load_in_4bit=True,\n    bnb_4bit_use_double_quant=True,\n    bnb_4bit_quant_type=\"nf4\",\n    bnb_4bit_compute_dtype=torch.bfloat16\n)\n\nmodel = AutoModelForCausalLM.from_pretrained(model_name, quantization_config=bnb_config)\ntokenizer = AutoTokenizer.from_pretrained(model_name)\n```\n:::\n\n\n## Setup the LLM chain\n\nFinally, we have all the pieces we need to set up the LLM chain.\n\nFirst, create a text_generation pipeline using the loaded model and its tokenizer.\n\nNext, create a prompt template - this should follow the format of the model, so if you substitute the model checkpoint, make sure to use the appropriate formatting.\n\n::: {#389798fe .cell execution_count=10}\n``` {.python .cell-code}\nfrom langchain.llms import HuggingFacePipeline\nfrom langchain.prompts import PromptTemplate\nfrom transformers import pipeline\nfrom langchain_core.output_parsers import StrOutputParser\n\ntext_generation_pipeline = pipeline(\n    model=model,                # <1> \n    tokenizer=tokenizer,        # <2> \n    task=\"text-generation\",     # <3> \n    temperature=0.2,            # <4> \n    do_sample=True,             # <5> \n    repetition_penalty=1.1,     # <6> \n    return_full_text=True,      # <7> \n    max_new_tokens=400,         # <8> \n)\n\nllm = HuggingFacePipeline(pipeline=text_generation_pipeline)\n\nprompt_template = \"\"\"\n<|system|>\nAnswer the question based on your knowledge. Use the following context to help:\n\n{context}\n\n</s>\n<|user|>\n{question}\n</s>\n<|assistant|>\n\n \"\"\"\n\nprompt = PromptTemplate(\n    input_variables=[\"context\", \"question\"],\n    template=prompt_template,\n)\n\nllm_chain = prompt | llm | StrOutputParser()\n```\n:::\n\n\n1. The pre-trained model for text generation.\n2. Tokenizer to preprocess input text and postprocess generated output.\n3. Specifies the task as text generation.\n4. Controls the randomness in the output generation. Lower values make the output more deterministic.\n5. Enables sampling to introduce randomness in the output generation.\n6. Penalizes repetition in the output to encourage diversity.\n7. Returns the full generated text including the input prompt.\n8. Limits the maximum number of new tokens generated.\n\nNote: _You can also use `tokenizer.apply_chat_template` to convert a list of messages (as dicts: `{'role': 'user', 'content': '(...)'}`) into a string with the appropriate chat format._\n\n\nFinally, we need to combine the `llm_chain` with the retriever to create a RAG chain. We pass the original question through to the final generation step, as well as the retrieved context docs:\n\n::: {#2ad1978e .cell execution_count=11}\n``` {.python .cell-code}\nfrom langchain_core.runnables import RunnablePassthrough\n\nretriever = db.as_retriever()\n\nrag_chain = (\n {\"context\": retriever, \"question\": RunnablePassthrough()}\n    | llm_chain\n)\n```\n:::\n\n\n## Compare the results\n\nLet's see the difference RAG makes in generating answers to the library-specific questions.\n\n::: {#aa570a95 .cell execution_count=12}\n``` {.python .cell-code}\nquestion = \"How do you combine multiple adapters?\"\n```\n:::\n\n\nFirst, let's see what kind of answer we can get with just the model itself, no context added:\n\n::: {#3c1688aa .cell execution_count=13}\n``` {.python .cell-code}\nllm_chain.invoke({\"context\":\"\", \"question\": question})\n```\n:::\n\n\nAs you can see, the model interpreted the question as one about physical computer adapters, while in the context of PEFT, \"adapters\" refer to LoRA adapters.\nLet's see if adding context from GitHub issues helps the model give a more relevant answer:\n\n::: {#57388c24 .cell execution_count=14}\n``` {.python .cell-code}\nrag_chain.invoke(question)\n```\n:::\n\n\nAs we can see, the added context, really helps the exact same model, provide a much more relevant and informed answer to the library-specific question.\n\nNotably, combining multiple adapters for inference has been added to the library, and one can find this information in the documentation, so for the next iteration of this RAG it may be worth including documentation embeddings.\n\n",
+    "supporting": [
+      "rag_zephyr_langchain_files"
+    ],
+    "filters": [],
+    "includes": {}
+  }
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diff --git a/src/.quarto/_freeze/site_libs/clipboard/clipboard.min.js b/src/.quarto/_freeze/site_libs/clipboard/clipboard.min.js
new file mode 100644
index 0000000000000000000000000000000000000000..1103f811ed80f17985ecf61e0d50e3359484244f
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/clipboard/clipboard.min.js
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+ * https://clipboardjs.com/
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+ */
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diff --git a/src/.quarto/_freeze/site_libs/revealjs/dist/reset.css b/src/.quarto/_freeze/site_libs/revealjs/dist/reset.css
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index 0000000000000000000000000000000000000000..e2385390fcfc822ff958ef79065dfc52963f646b
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/dist/reset.css
@@ -0,0 +1,30 @@
+/* http://meyerweb.com/eric/tools/css/reset/
+   v4.0 | 20180602
+   License: none (public domain)
+*/
+
+html, body, div, span, applet, object, iframe,
+h1, h2, h3, h4, h5, h6, p, blockquote, pre,
+a, abbr, acronym, address, big, cite, code,
+del, dfn, em, img, ins, kbd, q, s, samp,
+small, strike, strong, sub, sup, tt, var,
+b, u, i, center,
+dl, dt, dd, ol, ul, li,
+fieldset, form, label, legend,
+table, caption, tbody, tfoot, thead, tr, th, td,
+article, aside, canvas, details, embed,
+figure, figcaption, footer, header, hgroup,
+main, menu, nav, output, ruby, section, summary,
+time, mark, audio, video {
+  margin: 0;
+  padding: 0;
+  border: 0;
+  font-size: 100%;
+  font: inherit;
+  vertical-align: baseline;
+}
+/* HTML5 display-role reset for older browsers */
+article, aside, details, figcaption, figure,
+footer, header, hgroup, main, menu, nav, section {
+  display: block;
+}
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diff --git a/src/.quarto/_freeze/site_libs/revealjs/dist/reveal.css b/src/.quarto/_freeze/site_libs/revealjs/dist/reveal.css
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--- /dev/null
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+/*!
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+* https://revealjs.com
+* MIT licensed
+*
+* Copyright (C) 2011-2024 Hakim El Hattab, https://hakim.se
+*/
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diff --git a/src/.quarto/_freeze/site_libs/revealjs/dist/reveal.esm.js b/src/.quarto/_freeze/site_libs/revealjs/dist/reveal.esm.js
new file mode 100644
index 0000000000000000000000000000000000000000..60411ac123109fa0a96b3607e68fc579a9c33fbc
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/dist/reveal.esm.js
@@ -0,0 +1,9 @@
+/*!
+* reveal.js 5.1.0
+* https://revealjs.com
+* MIT licensed
+*
+* Copyright (C) 2011-2024 Hakim El Hattab, https://hakim.se
+*/
+const e=(e,t)=>{for(let i in t)e[i]=t[i];return e},t=(e,t)=>Array.from(e.querySelectorAll(t)),i=(e,t,i)=>{i?e.classList.add(t):e.classList.remove(t)},s=e=>{if("string"==typeof e){if("null"===e)return null;if("true"===e)return!0;if("false"===e)return!1;if(e.match(/^-?[\d\.]+$/))return parseFloat(e)}return e},a=(e,t)=>{e.style.transform=t},n=(e,t)=>{let i=e.matches||e.matchesSelector||e.msMatchesSelector;return!(!i||!i.call(e,t))},r=(e,t)=>{if("function"==typeof e.closest)return e.closest(t);for(;e;){if(n(e,t))return e;e=e.parentNode}return null},o=e=>{let t=(e=e||document.documentElement).requestFullscreen||e.webkitRequestFullscreen||e.webkitRequestFullScreen||e.mozRequestFullScreen||e.msRequestFullscreen;t&&t.apply(e)},l=e=>{let t=document.createElement("style");return t.type="text/css",e&&e.length>0&&(t.styleSheet?t.styleSheet.cssText=e:t.appendChild(document.createTextNode(e))),document.head.appendChild(t),t},d=()=>{let 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i?this.Reveal.getIndices(i):null}cancel(){this.Reveal.slide(this.indicesOnShow.h,this.indicesOnShow.v,this.indicesOnShow.f),this.hide()}confirm(){this.jump(),this.hide()}destroy(){this.jumpInput.removeEventListener("input",this.onInput),this.jumpInput.removeEventListener("keydown",this.onKeyDown),this.jumpInput.removeEventListener("blur",this.onBlur),this.element.remove()}onKeyDown(e){13===e.keyCode?this.confirm():27===e.keyCode&&(this.cancel(),e.stopImmediatePropagation())}onInput(e){this.jumpAfter(200)}onBlur(){setTimeout((()=>this.hide()),1)}}const A=e=>{let t=e.match(/^#([0-9a-f]{3})$/i);if(t&&t[1])return t=t[1],{r:17*parseInt(t.charAt(0),16),g:17*parseInt(t.charAt(1),16),b:17*parseInt(t.charAt(2),16)};let i=e.match(/^#([0-9a-f]{6})$/i);if(i&&i[1])return i=i[1],{r:parseInt(i.slice(0,2),16),g:parseInt(i.slice(2,4),16),b:parseInt(i.slice(4,6),16)};let s=e.match(/^rgb\s*\(\s*(\d+)\s*,\s*(\d+)\s*,\s*(\d+)\s*\)$/i);if(s)return{r:parseInt(s[1],10),g:parseInt(s[2],10),b:parseInt(s[3],10)};let a=e.match(/^rgba\s*\(\s*(\d+)\s*,\s*(\d+)\s*,\s*(\d+)\s*\,\s*([\d]+|[\d]*.[\d]+)\s*\)$/i);return a?{r:parseInt(a[1],10),g:parseInt(a[2],10),b:parseInt(a[3],10),a:parseFloat(a[4])}:null};class R{constructor(e){this.Reveal=e}render(){this.element=document.createElement("div"),this.element.className="backgrounds",this.Reveal.getRevealElement().appendChild(this.element)}create(){this.element.innerHTML="",this.element.classList.add("no-transition"),this.Reveal.getHorizontalSlides().forEach((e=>{let 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s.className="slide-background-content",i.appendChild(s),t.appendChild(i),e.slideBackgroundElement=i,e.slideBackgroundContentElement=s,this.sync(e),i}sync(e){const t=e.slideBackgroundElement,i=e.slideBackgroundContentElement,s={background:e.getAttribute("data-background"),backgroundSize:e.getAttribute("data-background-size"),backgroundImage:e.getAttribute("data-background-image"),backgroundVideo:e.getAttribute("data-background-video"),backgroundIframe:e.getAttribute("data-background-iframe"),backgroundColor:e.getAttribute("data-background-color"),backgroundGradient:e.getAttribute("data-background-gradient"),backgroundRepeat:e.getAttribute("data-background-repeat"),backgroundPosition:e.getAttribute("data-background-position"),backgroundTransition:e.getAttribute("data-background-transition"),backgroundOpacity:e.getAttribute("data-background-opacity")},a=e.hasAttribute("data-preload");e.classList.remove("has-dark-background"),e.classList.remove("has-light-background"),t.removeAttribute("data-loaded"),t.removeAttribute("data-background-hash"),t.removeAttribute("data-background-size"),t.removeAttribute("data-background-transition"),t.style.backgroundColor="",i.style.backgroundSize="",i.style.backgroundRepeat="",i.style.backgroundPosition="",i.style.backgroundImage="",i.style.opacity="",i.innerHTML="",s.background&&(/^(http|file|\/\/)/gi.test(s.background)||/\.(svg|png|jpg|jpeg|gif|bmp|webp)([?#\s]|$)/gi.test(s.background)?e.setAttribute("data-background-image",s.background):t.style.background=s.background),(s.background||s.backgroundColor||s.backgroundGradient||s.backgroundImage||s.backgroundVideo||s.backgroundIframe)&&t.setAttribute("data-background-hash",s.background+s.backgroundSize+s.backgroundImage+s.backgroundVideo+s.backgroundIframe+s.backgroundColor+s.backgroundGradient+s.backgroundRepeat+s.backgroundPosition+s.backgroundTransition+s.backgroundOpacity),s.backgroundSize&&t.setAttribute("data-background-size",s.backgroundSize),s.backgroundColor&&(t.style.backgroundColor=s.backgroundColor),s.backgroundGradient&&(t.style.backgroundImage=s.backgroundGradient),s.backgroundTransition&&t.setAttribute("data-background-transition",s.backgroundTransition),a&&t.setAttribute("data-preload",""),s.backgroundSize&&(i.style.backgroundSize=s.backgroundSize),s.backgroundRepeat&&(i.style.backgroundRepeat=s.backgroundRepeat),s.backgroundPosition&&(i.style.backgroundPosition=s.backgroundPosition),s.backgroundOpacity&&(i.style.opacity=s.backgroundOpacity);const 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i=e.parentNode;t.parentNode.appendChild(e),i.appendChild(t)}}}if(this.previousBackground&&this.Reveal.slideContent.stopEmbeddedContent(this.previousBackground,{unloadIframes:!this.Reveal.slideContent.shouldPreload(this.previousBackground)}),n){this.Reveal.slideContent.startEmbeddedContent(n);let e=n.querySelector(".slide-background-content");if(e){let t=e.style.backgroundImage||"";/\.gif/i.test(t)&&(e.style.backgroundImage="",window.getComputedStyle(e).opacity,e.style.backgroundImage=t)}this.previousBackground=n}s&&this.bubbleSlideContrastClassToElement(s,this.Reveal.getRevealElement()),setTimeout((()=>{this.element.classList.remove("no-transition")}),10)}updateParallax(){let e=this.Reveal.getIndices();if(this.Reveal.getConfig().parallaxBackgroundImage){let t,i,s=this.Reveal.getHorizontalSlides(),a=this.Reveal.getVerticalSlides(),n=this.element.style.backgroundSize.split(" ");1===n.length?t=i=parseInt(n[0],10):(t=parseInt(n[0],10),i=parseInt(n[1],10));let r,o,l=this.element.offsetWidth,d=s.length;r="number"==typeof this.Reveal.getConfig().parallaxBackgroundHorizontal?this.Reveal.getConfig().parallaxBackgroundHorizontal:d>1?(t-l)/(d-1):0,o=r*e.h*-1;let c,h,u=this.element.offsetHeight,g=a.length;c="number"==typeof this.Reveal.getConfig().parallaxBackgroundVertical?this.Reveal.getConfig().parallaxBackgroundVertical:(i-u)/(g-1),h=g>0?c*e.v:0,this.element.style.backgroundPosition=o+"px "+-h+"px"}}destroy(){this.element.remove()}}let k=0;class L{constructor(e){this.Reveal=e}run(e,t){this.reset();let i=this.Reveal.getSlides(),s=i.indexOf(t),a=i.indexOf(e);if(e&&t&&e.hasAttribute("data-auto-animate")&&t.hasAttribute("data-auto-animate")&&e.getAttribute("data-auto-animate-id")===t.getAttribute("data-auto-animate-id")&&!(s>a?t:e).hasAttribute("data-auto-animate-restart")){this.autoAnimateStyleSheet=this.autoAnimateStyleSheet||l();let 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r=this.getAutoAnimatableProperties("from",e,i),o=this.getAutoAnimatableProperties("to",t,i);if(t.classList.contains("fragment")&&(delete o.styles.opacity,e.classList.contains("fragment"))){(e.className.match(w)||[""])[0]===(t.className.match(w)||[""])[0]&&"forward"===s.slideDirection&&t.classList.add("visible","disabled")}if(!1!==i.translate||!1!==i.scale){let e=this.Reveal.getScale(),t={x:(r.x-o.x)/e,y:(r.y-o.y)/e,scaleX:r.width/o.width,scaleY:r.height/o.height};t.x=Math.round(1e3*t.x)/1e3,t.y=Math.round(1e3*t.y)/1e3,t.scaleX=Math.round(1e3*t.scaleX)/1e3,t.scaleX=Math.round(1e3*t.scaleX)/1e3;let s=!1!==i.translate&&(0!==t.x||0!==t.y),a=!1!==i.scale&&(0!==t.scaleX||0!==t.scaleY);if(s||a){let e=[];s&&e.push(`translate(${t.x}px, ${t.y}px)`),a&&e.push(`scale(${t.scaleX}, ${t.scaleY})`),r.styles.transform=e.join(" "),r.styles["transform-origin"]="top left",o.styles.transform="none"}}for(let e in o.styles){const t=o.styles[e],i=r.styles[e];t===i?delete 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t.dataset.autoAnimateEasing&&(s.easing=t.dataset.autoAnimateEasing),t.dataset.autoAnimateDuration&&(s.duration=parseFloat(t.dataset.autoAnimateDuration)),t.dataset.autoAnimateDelay&&(s.delay=parseFloat(t.dataset.autoAnimateDelay)),s}getAutoAnimatableProperties(e,t,i){let s=this.Reveal.getConfig(),a={styles:[]};if(!1!==i.translate||!1!==i.scale){let e;if("function"==typeof i.measure)e=i.measure(t);else if(s.center)e=t.getBoundingClientRect();else{let i=this.Reveal.getScale();e={x:t.offsetLeft*i,y:t.offsetTop*i,width:t.offsetWidth*i,height:t.offsetHeight*i}}a.x=e.x,a.y=e.y,a.width=e.width,a.height=e.height}const n=getComputedStyle(t);return(i.styles||s.autoAnimateStyles).forEach((t=>{let i;"string"==typeof t&&(t={property:t}),void 0!==t.from&&"from"===e?i={value:t.from,explicitValue:!0}:void 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t=(e.clientY-this.progressBarInner.getBoundingClientRect().top)/this.progressBarHeight;t=Math.max(Math.min(t,1),0),this.viewportElement.scrollTop=t*(this.viewportElement.scrollHeight-this.viewportElement.offsetHeight)},t=i=>{this.draggingProgressBar=!1,this.showProgressBar(),document.removeEventListener("mousemove",e),document.removeEventListener("mouseup",t)};this.progressBarInner.addEventListener("mousedown",(i=>{i.preventDefault(),this.draggingProgressBar=!0,document.addEventListener("mousemove",e),document.addEventListener("mouseup",t),e(i)}))}removeProgressBar(){this.progressBar&&(this.progressBar.remove(),this.progressBar=null)}layout(){this.isActive()&&(this.syncPages(),this.syncScrollPosition())}syncPages(){const e=this.Reveal.getConfig(),t=this.Reveal.getComputedSlideSize(window.innerWidth,window.innerHeight),i=this.Reveal.getScale(),s="compact"===e.scrollLayout,a=this.viewportElement.offsetHeight,n=t.height*i,r=s?n:a;this.scrollTriggerHeight=s?n:a,this.viewportElement.style.setProperty("--page-height",r+"px"),this.viewportElement.style.scrollSnapType="string"==typeof e.scrollSnap?`y ${e.scrollSnap}`:"",this.slideTriggers=[];const o=Array.from(this.Reveal.getRevealElement().querySelectorAll(".scroll-page"));this.pages=o.map((i=>{const n=this.createPage({pageElement:i,slideElement:i.querySelector("section"),stickyElement:i.querySelector(".scroll-page-sticky"),contentElement:i.querySelector(".scroll-page-content"),backgroundElement:i.querySelector(".slide-background"),autoAnimateElements:i.querySelectorAll(".scroll-auto-animate-page"),autoAnimatePages:[]});n.pageElement.style.setProperty("--slide-height",!0===e.center?"auto":t.height+"px"),this.slideTriggers.push({page:n,activate:()=>this.activatePage(n),deactivate:()=>this.deactivatePage(n)}),this.createFragmentTriggersForPage(n),n.autoAnimateElements.length>0&&this.createAutoAnimateTriggersForPage(n);let o=Math.max(n.scrollTriggers.length-1,0);o+=n.autoAnimatePages.reduce(((e,t)=>e+Math.max(t.scrollTriggers.length-1,0)),n.autoAnimatePages.length),n.pageElement.querySelectorAll(".scroll-snap-point").forEach((e=>e.remove()));for(let e=0;e<o+1;e++){const t=document.createElement("div");t.className="scroll-snap-point",t.style.height=this.scrollTriggerHeight+"px",t.style.scrollSnapAlign=s?"center":"start",n.pageElement.appendChild(t),0===e&&(t.style.marginTop=-this.scrollTriggerHeight+"px")}return s&&n.scrollTriggers.length>0?(n.pageHeight=a,n.pageElement.style.setProperty("--page-height",a+"px")):(n.pageHeight=r,n.pageElement.style.removeProperty("--page-height")),n.scrollPadding=this.scrollTriggerHeight*o,n.totalHeight=n.pageHeight+n.scrollPadding,n.pageElement.style.setProperty("--page-scroll-padding",n.scrollPadding+"px"),o>0?(n.stickyElement.style.position="sticky",n.stickyElement.style.top=Math.max((a-n.pageHeight)/2,0)+"px"):(n.stickyElement.style.position="relative",n.pageElement.style.scrollSnapAlign=n.pageHeight<a?"center":"start"),n})),this.setTriggerRanges(),this.viewportElement.setAttribute("data-scrollbar",e.scrollProgress),e.scrollProgress&&this.totalScrollTriggerCount>1?(this.progressBar||this.createProgressBar(),this.syncProgressBar()):this.removeProgressBar()}setTriggerRanges(){this.totalScrollTriggerCount=this.slideTriggers.reduce(((e,t)=>e+Math.max(t.page.scrollTriggers.length,1)),0);let e=0;this.slideTriggers.forEach(((t,i)=>{t.range=[e,e+Math.max(t.page.scrollTriggers.length,1)/this.totalScrollTriggerCount];const s=(t.range[1]-t.range[0])/t.page.scrollTriggers.length;t.page.scrollTriggers.forEach(((t,i)=>{t.range=[e+i*s,e+(i+1)*s]})),e=t.range[1]}))}createFragmentTriggersForPage(e,t){t=t||e.slideElement;const i=this.Reveal.fragments.sort(t.querySelectorAll(".fragment"),!0);return i.length&&(e.fragments=this.Reveal.fragments.sort(t.querySelectorAll(".fragment:not(.disabled)")),e.scrollTriggers.push({activate:()=>{this.Reveal.fragments.update(-1,e.fragments,t)}}),i.forEach(((i,s)=>{e.scrollTriggers.push({activate:()=>{this.Reveal.fragments.update(s,e.fragments,t)}})}))),e.scrollTriggers.length}createAutoAnimateTriggersForPage(e){e.autoAnimateElements.length>0&&this.slideTriggers.push(...Array.from(e.autoAnimateElements).map(((t,i)=>{let s=this.createPage({slideElement:t.querySelector("section"),contentElement:t,backgroundElement:t.querySelector(".slide-background")});return this.createFragmentTriggersForPage(s,s.slideElement),e.autoAnimatePages.push(s),{page:s,activate:()=>this.activatePage(s),deactivate:()=>this.deactivatePage(s)}})))}createPage(e){return e.scrollTriggers=[],e.indexh=parseInt(e.slideElement.getAttribute("data-index-h"),10),e.indexv=parseInt(e.slideElement.getAttribute("data-index-v"),10),e}syncProgressBar(){this.progressBarInner.querySelectorAll(".scrollbar-slide").forEach((e=>e.remove()));const e=this.viewportElement.scrollHeight,t=this.viewportElement.offsetHeight,i=t/e;this.progressBarHeight=this.progressBarInner.offsetHeight,this.playheadHeight=Math.max(i*this.progressBarHeight,8),this.progressBarScrollableHeight=this.progressBarHeight-this.playheadHeight;const s=t/e*this.progressBarHeight,a=Math.min(s/8,4);this.progressBarPlayhead.style.height=this.playheadHeight-a+"px",s>6?this.slideTriggers.forEach((e=>{const{page:t}=e;t.progressBarSlide=document.createElement("div"),t.progressBarSlide.className="scrollbar-slide",t.progressBarSlide.style.top=e.range[0]*this.progressBarHeight+"px",t.progressBarSlide.style.height=(e.range[1]-e.range[0])*this.progressBarHeight-a+"px",t.progressBarSlide.classList.toggle("has-triggers",t.scrollTriggers.length>0),this.progressBarInner.appendChild(t.progressBarSlide),t.scrollTriggerElements=t.scrollTriggers.map(((i,s)=>{const n=document.createElement("div");return n.className="scrollbar-trigger",n.style.top=(i.range[0]-e.range[0])*this.progressBarHeight+"px",n.style.height=(i.range[1]-i.range[0])*this.progressBarHeight-a+"px",t.progressBarSlide.appendChild(n),0===s&&(n.style.display="none"),n}))})):this.pages.forEach((e=>e.progressBarSlide=null))}syncScrollPosition(){const e=this.viewportElement.offsetHeight,t=e/this.viewportElement.scrollHeight,i=this.viewportElement.scrollTop,s=this.viewportElement.scrollHeight-e,a=Math.max(Math.min(i/s,1),0),n=Math.max(Math.min((i+e/2)/this.viewportElement.scrollHeight,1),0);let r;this.slideTriggers.forEach((e=>{const{page:i}=e;a>=e.range[0]-2*t&&a<=e.range[1]+2*t&&!i.loaded?(i.loaded=!0,this.Reveal.slideContent.load(i.slideElement)):i.loaded&&(i.loaded=!1,this.Reveal.slideContent.unload(i.slideElement)),a>=e.range[0]&&a<=e.range[1]?(this.activateTrigger(e),r=e.page):e.active&&this.deactivateTrigger(e)})),r&&r.scrollTriggers.forEach((e=>{n>=e.range[0]&&n<=e.range[1]?this.activateTrigger(e):e.active&&this.deactivateTrigger(e)})),this.setProgressBarValue(i/(this.viewportElement.scrollHeight-e))}setProgressBarValue(e){this.progressBar&&(this.progressBarPlayhead.style.transform=`translateY(${e*this.progressBarScrollableHeight}px)`,this.getAllPages().filter((e=>e.progressBarSlide)).forEach((e=>{e.progressBarSlide.classList.toggle("active",!0===e.active),e.scrollTriggers.forEach(((t,i)=>{e.scrollTriggerElements[i].classList.toggle("active",!0===e.active&&!0===t.active)}))})),this.showProgressBar())}showProgressBar(){this.progressBar.classList.add("visible"),clearTimeout(this.hideProgressBarTimeout),"auto"!==this.Reveal.getConfig().scrollProgress||this.draggingProgressBar||(this.hideProgressBarTimeout=setTimeout((()=>{this.progressBar&&this.progressBar.classList.remove("visible")}),500))}prev(){this.viewportElement.scrollTop-=this.scrollTriggerHeight}next(){this.viewportElement.scrollTop+=this.scrollTriggerHeight}scrollToSlide(e){if(this.active){const t=this.getScrollTriggerBySlide(e);t&&(this.viewportElement.scrollTop=t.range[0]*(this.viewportElement.scrollHeight-this.viewportElement.offsetHeight))}else this.activatedCallbacks.push((()=>this.scrollToSlide(e)))}storeScrollPosition(){clearTimeout(this.storeScrollPositionTimeout),this.storeScrollPositionTimeout=setTimeout((()=>{sessionStorage.setItem("reveal-scroll-top",this.viewportElement.scrollTop),sessionStorage.setItem("reveal-scroll-origin",location.origin+location.pathname),this.storeScrollPositionTimeout=null}),50)}restoreScrollPosition(){const e=sessionStorage.getItem("reveal-scroll-top"),t=sessionStorage.getItem("reveal-scroll-origin");e&&t===location.origin+location.pathname&&(this.viewportElement.scrollTop=parseInt(e,10))}activatePage(e){if(!e.active){e.active=!0;const{slideElement:t,backgroundElement:i,contentElement:s,indexh:a,indexv:n}=e;s.style.display="block",t.classList.add("present"),i&&i.classList.add("present"),this.Reveal.setCurrentScrollPage(t,a,n),this.Reveal.backgrounds.bubbleSlideContrastClassToElement(t,this.viewportElement),Array.from(s.parentNode.querySelectorAll(".scroll-page-content")).forEach((e=>{e!==s&&(e.style.display="none")}))}}deactivatePage(e){e.active&&(e.active=!1,e.slideElement&&e.slideElement.classList.remove("present"),e.backgroundElement&&e.backgroundElement.classList.remove("present"))}activateTrigger(e){e.active||(e.active=!0,e.activate())}deactivateTrigger(e){e.active&&(e.active=!1,e.deactivate&&e.deactivate())}getSlideByIndices(e,t){const i=this.getAllPages().find((i=>i.indexh===e&&i.indexv===t));return i?i.slideElement:null}getScrollTriggerBySlide(e){return this.slideTriggers.find((t=>t.page.slideElement===e))}getAllPages(){return this.pages.flatMap((e=>[e,...e.autoAnimatePages||[]]))}onScroll(){this.syncScrollPosition(),this.storeScrollPosition()}get viewportElement(){return this.Reveal.getViewportElement()}}class x{constructor(e){this.Reveal=e}async activate(){const e=this.Reveal.getConfig(),i=t(this.Reveal.getRevealElement(),m),s=e.slideNumber&&/all|print/i.test(e.showSlideNumber),a=this.Reveal.getComputedSlideSize(window.innerWidth,window.innerHeight),n=Math.floor(a.width*(1+e.margin)),r=Math.floor(a.height*(1+e.margin)),o=a.width,d=a.height;await new Promise(requestAnimationFrame),l("@page{size:"+n+"px "+r+"px; margin: 0px;}"),l(".reveal section>img, .reveal section>video, .reveal section>iframe{max-width: "+o+"px; max-height:"+d+"px}"),document.documentElement.classList.add("reveal-print","print-pdf"),document.body.style.width=n+"px",document.body.style.height=r+"px";const c=this.Reveal.getViewportElement();let h;if(c){const e=window.getComputedStyle(c);e&&e.background&&(h=e.background)}await new Promise(requestAnimationFrame),this.Reveal.layoutSlideContents(o,d),await new Promise(requestAnimationFrame);const u=i.map((e=>e.scrollHeight)),g=[],p=i[0].parentNode;let v=1;i.forEach((function(i,a){if(!1===i.classList.contains("stack")){let l=(n-o)/2,c=(r-d)/2;const p=u[a];let m=Math.max(Math.ceil(p/r),1);m=Math.min(m,e.pdfMaxPagesPerSlide),(1===m&&e.center||i.classList.contains("center"))&&(c=Math.max((r-p)/2,0));const f=document.createElement("div");if(g.push(f),f.className="pdf-page",f.style.height=(r+e.pdfPageHeightOffset)*m+"px",h&&(f.style.background=h),f.appendChild(i),i.style.left=l+"px",i.style.top=c+"px",i.style.width=o+"px",this.Reveal.slideContent.layout(i),i.slideBackgroundElement&&f.insertBefore(i.slideBackgroundElement,i),e.showNotes){const t=this.Reveal.getSlideNotes(i);if(t){const i=8,s="string"==typeof e.showNotes?e.showNotes:"inline",a=document.createElement("div");a.classList.add("speaker-notes"),a.classList.add("speaker-notes-pdf"),a.setAttribute("data-layout",s),a.innerHTML=t,"separate-page"===s?g.push(a):(a.style.left=i+"px",a.style.bottom=i+"px",a.style.width=n-2*i+"px",f.appendChild(a))}}if(s){const e=document.createElement("div");e.classList.add("slide-number"),e.classList.add("slide-number-pdf"),e.innerHTML=v++,f.appendChild(e)}if(e.pdfSeparateFragments){const e=this.Reveal.fragments.sort(f.querySelectorAll(".fragment"),!0);let t;e.forEach((function(e,i){t&&t.forEach((function(e){e.classList.remove("current-fragment")})),e.forEach((function(e){e.classList.add("visible","current-fragment")}),this);const a=f.cloneNode(!0);if(s){const e=i+1;a.querySelector(".slide-number-pdf").innerHTML+="."+e}g.push(a),t=e}),this),e.forEach((function(e){e.forEach((function(e){e.classList.remove("visible","current-fragment")}))}))}else t(f,".fragment:not(.fade-out)").forEach((function(e){e.classList.add("visible")}))}}),this),await new Promise(requestAnimationFrame),g.forEach((e=>p.appendChild(e))),this.Reveal.slideContent.layout(this.Reveal.getSlidesElement()),this.Reveal.dispatchEvent({type:"pdf-ready"}),c.classList.remove("loading-scroll-mode")}isActive(){return"print"===this.Reveal.getConfig().view}}class P{constructor(e){this.Reveal=e}configure(e,t){!1===e.fragments?this.disable():!1===t.fragments&&this.enable()}disable(){t(this.Reveal.getSlidesElement(),".fragment").forEach((e=>{e.classList.add("visible"),e.classList.remove("current-fragment")}))}enable(){t(this.Reveal.getSlidesElement(),".fragment").forEach((e=>{e.classList.remove("visible"),e.classList.remove("current-fragment")}))}availableRoutes(){let e=this.Reveal.getCurrentSlide();if(e&&this.Reveal.getConfig().fragments){let t=e.querySelectorAll(".fragment:not(.disabled)"),i=e.querySelectorAll(".fragment:not(.disabled):not(.visible)");return{prev:t.length-i.length>0,next:!!i.length}}return{prev:!1,next:!1}}sort(e,t=!1){e=Array.from(e);let i=[],s=[],a=[];e.forEach((e=>{if(e.hasAttribute("data-fragment-index")){let t=parseInt(e.getAttribute("data-fragment-index"),10);i[t]||(i[t]=[]),i[t].push(e)}else s.push([e])})),i=i.concat(s);let n=0;return i.forEach((e=>{e.forEach((e=>{a.push(e),e.setAttribute("data-fragment-index",n)})),n++})),!0===t?i:a}sortAll(){this.Reveal.getHorizontalSlides().forEach((e=>{let i=t(e,"section");i.forEach(((e,t)=>{this.sort(e.querySelectorAll(".fragment"))}),this),0===i.length&&this.sort(e.querySelectorAll(".fragment"))}))}update(e,t,i=this.Reveal.getCurrentSlide()){let s={shown:[],hidden:[]};if(i&&this.Reveal.getConfig().fragments&&(t=t||this.sort(i.querySelectorAll(".fragment"))).length){let a=0;if("number"!=typeof e){let t=this.sort(i.querySelectorAll(".fragment.visible")).pop();t&&(e=parseInt(t.getAttribute("data-fragment-index")||0,10))}Array.from(t).forEach(((t,i)=>{if(t.hasAttribute("data-fragment-index")&&(i=parseInt(t.getAttribute("data-fragment-index"),10)),a=Math.max(a,i),i<=e){let a=t.classList.contains("visible");t.classList.add("visible"),t.classList.remove("current-fragment"),i===e&&(this.Reveal.announceStatus(this.Reveal.getStatusText(t)),t.classList.add("current-fragment"),this.Reveal.slideContent.startEmbeddedContent(t)),a||(s.shown.push(t),this.Reveal.dispatchEvent({target:t,type:"visible",bubbles:!1}))}else{let e=t.classList.contains("visible");t.classList.remove("visible"),t.classList.remove("current-fragment"),e&&(this.Reveal.slideContent.stopEmbeddedContent(t),s.hidden.push(t),this.Reveal.dispatchEvent({target:t,type:"hidden",bubbles:!1}))}})),e="number"==typeof e?e:-1,e=Math.max(Math.min(e,a),-1),i.setAttribute("data-fragment",e)}return s.hidden.length&&this.Reveal.dispatchEvent({type:"fragmenthidden",data:{fragment:s.hidden[0],fragments:s.hidden}}),s.shown.length&&this.Reveal.dispatchEvent({type:"fragmentshown",data:{fragment:s.shown[0],fragments:s.shown}}),s}sync(e=this.Reveal.getCurrentSlide()){return this.sort(e.querySelectorAll(".fragment"))}goto(e,t=0){let i=this.Reveal.getCurrentSlide();if(i&&this.Reveal.getConfig().fragments){let s=this.sort(i.querySelectorAll(".fragment:not(.disabled)"));if(s.length){if("number"!=typeof e){let t=this.sort(i.querySelectorAll(".fragment:not(.disabled).visible")).pop();e=t?parseInt(t.getAttribute("data-fragment-index")||0,10):-1}e+=t;let a=this.update(e,s);return this.Reveal.controls.update(),this.Reveal.progress.update(),this.Reveal.getConfig().fragmentInURL&&this.Reveal.location.writeURL(),!(!a.shown.length&&!a.hidden.length)}}return!1}next(){return this.goto(null,1)}prev(){return this.goto(null,-1)}}class T{constructor(e){this.Reveal=e,this.active=!1,this.onSlideClicked=this.onSlideClicked.bind(this)}activate(){if(this.Reveal.getConfig().overview&&!this.Reveal.isScrollView()&&!this.isActive()){this.active=!0,this.Reveal.getRevealElement().classList.add("overview"),this.Reveal.cancelAutoSlide(),this.Reveal.getSlidesElement().appendChild(this.Reveal.getBackgroundsElement()),t(this.Reveal.getRevealElement(),m).forEach((e=>{e.classList.contains("stack")||e.addEventListener("click",this.onSlideClicked,!0)}));const e=70,i=this.Reveal.getComputedSlideSize();this.overviewSlideWidth=i.width+e,this.overviewSlideHeight=i.height+e,this.Reveal.getConfig().rtl&&(this.overviewSlideWidth=-this.overviewSlideWidth),this.Reveal.updateSlidesVisibility(),this.layout(),this.update(),this.Reveal.layout();const s=this.Reveal.getIndices();this.Reveal.dispatchEvent({type:"overviewshown",data:{indexh:s.h,indexv:s.v,currentSlide:this.Reveal.getCurrentSlide()}})}}layout(){this.Reveal.getHorizontalSlides().forEach(((e,i)=>{e.setAttribute("data-index-h",i),a(e,"translate3d("+i*this.overviewSlideWidth+"px, 0, 0)"),e.classList.contains("stack")&&t(e,"section").forEach(((e,t)=>{e.setAttribute("data-index-h",i),e.setAttribute("data-index-v",t),a(e,"translate3d(0, "+t*this.overviewSlideHeight+"px, 0)")}))})),Array.from(this.Reveal.getBackgroundsElement().childNodes).forEach(((e,i)=>{a(e,"translate3d("+i*this.overviewSlideWidth+"px, 0, 0)"),t(e,".slide-background").forEach(((e,t)=>{a(e,"translate3d(0, "+t*this.overviewSlideHeight+"px, 0)")}))}))}update(){const e=Math.min(window.innerWidth,window.innerHeight),t=Math.max(e/5,150)/e,i=this.Reveal.getIndices();this.Reveal.transformSlides({overview:["scale("+t+")","translateX("+-i.h*this.overviewSlideWidth+"px)","translateY("+-i.v*this.overviewSlideHeight+"px)"].join(" ")})}deactivate(){if(this.Reveal.getConfig().overview){this.active=!1,this.Reveal.getRevealElement().classList.remove("overview"),this.Reveal.getRevealElement().classList.add("overview-deactivating"),setTimeout((()=>{this.Reveal.getRevealElement().classList.remove("overview-deactivating")}),1),this.Reveal.getRevealElement().appendChild(this.Reveal.getBackgroundsElement()),t(this.Reveal.getRevealElement(),m).forEach((e=>{a(e,""),e.removeEventListener("click",this.onSlideClicked,!0)})),t(this.Reveal.getBackgroundsElement(),".slide-background").forEach((e=>{a(e,"")})),this.Reveal.transformSlides({overview:""});const 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M{MAX_REPLACE_STATE_FREQUENCY=1e3;constructor(e){this.Reveal=e,this.writeURLTimeout=0,this.replaceStateTimestamp=0,this.onWindowHashChange=this.onWindowHashChange.bind(this)}bind(){window.addEventListener("hashchange",this.onWindowHashChange,!1)}unbind(){window.removeEventListener("hashchange",this.onWindowHashChange,!1)}getIndicesFromHash(e=window.location.hash,t={}){let i=e.replace(/^#\/?/,""),s=i.split("/");if(/^[0-9]*$/.test(s[0])||!i.length){const e=this.Reveal.getConfig();let i,a=e.hashOneBasedIndex||t.oneBasedIndex?1:0,n=parseInt(s[0],10)-a||0,r=parseInt(s[1],10)-a||0;return e.fragmentInURL&&(i=parseInt(s[2],10),isNaN(i)&&(i=void 0)),{h:n,v:r,f:i}}{let e,t;/\/[-\d]+$/g.test(i)&&(t=parseInt(i.split("/").pop(),10),t=isNaN(t)?void 0:t,i=i.split("/").shift());try{e=document.getElementById(decodeURIComponent(i)).closest(".slides section")}catch(e){}if(e)return{...this.Reveal.getIndices(e),f:t}}return null}readURL(){const e=this.Reveal.getIndices(),t=this.getIndicesFromHash();t?t.h===e.h&&t.v===e.v&&void 0===t.f||this.Reveal.slide(t.h,t.v,t.f):this.Reveal.slide(e.h||0,e.v||0)}writeURL(e){let t=this.Reveal.getConfig(),i=this.Reveal.getCurrentSlide();if(clearTimeout(this.writeURLTimeout),"number"==typeof e)this.writeURLTimeout=setTimeout(this.writeURL,e);else if(i){let e=this.getHash();t.history?window.location.hash=e:t.hash&&("/"===e?this.debouncedReplaceState(window.location.pathname+window.location.search):this.debouncedReplaceState("#"+e))}}replaceState(e){window.history.replaceState(null,null,e),this.replaceStateTimestamp=Date.now()}debouncedReplaceState(e){clearTimeout(this.replaceStateTimeout),Date.now()-this.replaceStateTimestamp>this.MAX_REPLACE_STATE_FREQUENCY?this.replaceState(e):this.replaceStateTimeout=setTimeout((()=>this.replaceState(e)),this.MAX_REPLACE_STATE_FREQUENCY)}getHash(e){let t="/",i=e||this.Reveal.getCurrentSlide(),s=i?i.getAttribute("id"):null;s&&(s=encodeURIComponent(s));let a=this.Reveal.getIndices(e);if(this.Reveal.getConfig().fragmentInURL||(a.f=void 0),"string"==typeof s&&s.length)t="/"+s,a.f>=0&&(t+="/"+a.f);else{let e=this.Reveal.getConfig().hashOneBasedIndex?1:0;(a.h>0||a.v>0||a.f>=0)&&(t+=a.h+e),(a.v>0||a.f>=0)&&(t+="/"+(a.v+e)),a.f>=0&&(t+="/"+a.f)}return t}onWindowHashChange(e){this.readURL()}}class I{constructor(e){this.Reveal=e,this.onNavigateLeftClicked=this.onNavigateLeftClicked.bind(this),this.onNavigateRightClicked=this.onNavigateRightClicked.bind(this),this.onNavigateUpClicked=this.onNavigateUpClicked.bind(this),this.onNavigateDownClicked=this.onNavigateDownClicked.bind(this),this.onNavigatePrevClicked=this.onNavigatePrevClicked.bind(this),this.onNavigateNextClicked=this.onNavigateNextClicked.bind(this),this.onEnterFullscreen=this.onEnterFullscreen.bind(this)}render(){const e=this.Reveal.getConfig().rtl,i=this.Reveal.getRevealElement();this.element=document.createElement("aside"),this.element.className="controls",this.element.innerHTML=`<button class="navigate-left" aria-label="${e?"next slide":"previous slide"}"><div class="controls-arrow"></div></button>\n\t\t\t<button class="navigate-right" aria-label="${e?"previous slide":"next slide"}"><div class="controls-arrow"></div></button>\n\t\t\t<button class="navigate-up" aria-label="above slide"><div class="controls-arrow"></div></button>\n\t\t\t<button class="navigate-down" aria-label="below slide"><div 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e=this.Reveal.availableRoutes();[...this.controlsLeft,...this.controlsRight,...this.controlsUp,...this.controlsDown,...this.controlsPrev,...this.controlsNext].forEach((e=>{e.classList.remove("enabled","fragmented"),e.setAttribute("disabled","disabled")})),e.left&&this.controlsLeft.forEach((e=>{e.classList.add("enabled"),e.removeAttribute("disabled")})),e.right&&this.controlsRight.forEach((e=>{e.classList.add("enabled"),e.removeAttribute("disabled")})),e.up&&this.controlsUp.forEach((e=>{e.classList.add("enabled"),e.removeAttribute("disabled")})),e.down&&this.controlsDown.forEach((e=>{e.classList.add("enabled"),e.removeAttribute("disabled")})),(e.left||e.up)&&this.controlsPrev.forEach((e=>{e.classList.add("enabled"),e.removeAttribute("disabled")})),(e.right||e.down)&&this.controlsNext.forEach((e=>{e.classList.add("enabled"),e.removeAttribute("disabled")}));let t=this.Reveal.getCurrentSlide();if(t){let 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t=this.Reveal.getConfig(),i=this.Reveal.getViewportElement();o(t.embedded?i:i.parentElement)}}class B{constructor(e){this.Reveal=e,this.onProgressClicked=this.onProgressClicked.bind(this)}render(){this.element=document.createElement("div"),this.element.className="progress",this.Reveal.getRevealElement().appendChild(this.element),this.bar=document.createElement("span"),this.element.appendChild(this.bar)}configure(e,t){this.element.style.display=e.progress?"block":"none"}bind(){this.Reveal.getConfig().progress&&this.element&&this.element.addEventListener("click",this.onProgressClicked,!1)}unbind(){this.Reveal.getConfig().progress&&this.element&&this.element.removeEventListener("click",this.onProgressClicked,!1)}update(){if(this.Reveal.getConfig().progress&&this.bar){let e=this.Reveal.getProgress();this.Reveal.getTotalSlides()<2&&(e=0),this.bar.style.transform="scaleX("+e+")"}}getMaxWidth(){return this.Reveal.getRevealElement().offsetWidth}onProgressClicked(e){this.Reveal.onUserInput(e),e.preventDefault();let t=this.Reveal.getSlides(),i=t.length,s=Math.floor(e.clientX/this.getMaxWidth()*i);this.Reveal.getConfig().rtl&&(s=i-s);let a=this.Reveal.getIndices(t[s]);this.Reveal.slide(a.h,a.v)}destroy(){this.element.remove()}}class H{constructor(e){this.Reveal=e,this.lastMouseWheelStep=0,this.cursorHidden=!1,this.cursorInactiveTimeout=0,this.onDocumentCursorActive=this.onDocumentCursorActive.bind(this),this.onDocumentMouseScroll=this.onDocumentMouseScroll.bind(this)}configure(e,t){e.mouseWheel?document.addEventListener("wheel",this.onDocumentMouseScroll,!1):document.removeEventListener("wheel",this.onDocumentMouseScroll,!1),e.hideInactiveCursor?(document.addEventListener("mousemove",this.onDocumentCursorActive,!1),document.addEventListener("mousedown",this.onDocumentCursorActive,!1)):(this.showCursor(),document.removeEventListener("mousemove",this.onDocumentCursorActive,!1),document.removeEventListener("mousedown",this.onDocumentCursorActive,!1))}showCursor(){this.cursorHidden&&(this.cursorHidden=!1,this.Reveal.getRevealElement().style.cursor="")}hideCursor(){!1===this.cursorHidden&&(this.cursorHidden=!0,this.Reveal.getRevealElement().style.cursor="none")}destroy(){this.showCursor(),document.removeEventListener("wheel",this.onDocumentMouseScroll,!1),document.removeEventListener("mousemove",this.onDocumentCursorActive,!1),document.removeEventListener("mousedown",this.onDocumentCursorActive,!1)}onDocumentCursorActive(e){this.showCursor(),clearTimeout(this.cursorInactiveTimeout),this.cursorInactiveTimeout=setTimeout(this.hideCursor.bind(this),this.Reveal.getConfig().hideCursorTime)}onDocumentMouseScroll(e){if(Date.now()-this.lastMouseWheelStep>1e3){this.lastMouseWheelStep=Date.now();let t=e.detail||-e.wheelDelta;t>0?this.Reveal.next():t<0&&this.Reveal.prev()}}}const D=(e,t)=>{const i=document.createElement("script");i.type="text/javascript",i.async=!1,i.defer=!1,i.src=e,"function"==typeof t&&(i.onload=i.onreadystatechange=e=>{("load"===e.type||/loaded|complete/.test(i.readyState))&&(i.onload=i.onreadystatechange=i.onerror=null,t())},i.onerror=e=>{i.onload=i.onreadystatechange=i.onerror=null,t(new Error("Failed loading script: "+i.src+"\n"+e))});const s=document.querySelector("head");s.insertBefore(i,s.lastChild)};class F{constructor(e){this.Reveal=e,this.state="idle",this.registeredPlugins={},this.asyncDependencies=[]}load(e,t){return this.state="loading",e.forEach(this.registerPlugin.bind(this)),new Promise((e=>{let i=[],s=0;if(t.forEach((e=>{e.condition&&!e.condition()||(e.async?this.asyncDependencies.push(e):i.push(e))})),i.length){s=i.length;const t=t=>{t&&"function"==typeof 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window?(e.addEventListener("pointerdown",this.onPointerDown,!1),e.addEventListener("pointermove",this.onPointerMove,!1),e.addEventListener("pointerup",this.onPointerUp,!1)):window.navigator.msPointerEnabled?(e.addEventListener("MSPointerDown",this.onPointerDown,!1),e.addEventListener("MSPointerMove",this.onPointerMove,!1),e.addEventListener("MSPointerUp",this.onPointerUp,!1)):(e.addEventListener("touchstart",this.onTouchStart,!1),e.addEventListener("touchmove",this.onTouchMove,!1),e.addEventListener("touchend",this.onTouchEnd,!1))}unbind(){let e=this.Reveal.getRevealElement();e.removeEventListener("pointerdown",this.onPointerDown,!1),e.removeEventListener("pointermove",this.onPointerMove,!1),e.removeEventListener("pointerup",this.onPointerUp,!1),e.removeEventListener("MSPointerDown",this.onPointerDown,!1),e.removeEventListener("MSPointerMove",this.onPointerMove,!1),e.removeEventListener("MSPointerUp",this.onPointerUp,!1),e.removeEventListener("touchstart",this.onTouchStart,!1),e.removeEventListener("touchmove",this.onTouchMove,!1),e.removeEventListener("touchend",this.onTouchEnd,!1)}isSwipePrevented(e){if(n(e,"video[controls], audio[controls]"))return!0;for(;e&&"function"==typeof e.hasAttribute;){if(e.hasAttribute("data-prevent-swipe"))return!0;e=e.parentNode}return!1}onTouchStart(e){if(this.touchCaptured=!1,this.isSwipePrevented(e.target))return!0;this.touchStartX=e.touches[0].clientX,this.touchStartY=e.touches[0].clientY,this.touchStartCount=e.touches.length}onTouchMove(e){if(this.isSwipePrevented(e.target))return!0;let t=this.Reveal.getConfig();if(this.touchCaptured)g&&e.preventDefault();else{this.Reveal.onUserInput(e);let i=e.touches[0].clientX,s=e.touches[0].clientY;if(1===e.touches.length&&2!==this.touchStartCount){let a=this.Reveal.availableRoutes({includeFragments:!0}),n=i-this.touchStartX,r=s-this.touchStartY;n>40&&Math.abs(n)>Math.abs(r)?(this.touchCaptured=!0,"linear"===t.navigationMode?t.rtl?this.Reveal.next():this.Reveal.prev():this.Reveal.left()):n<-40&&Math.abs(n)>Math.abs(r)?(this.touchCaptured=!0,"linear"===t.navigationMode?t.rtl?this.Reveal.prev():this.Reveal.next():this.Reveal.right()):r>40&&a.up?(this.touchCaptured=!0,"linear"===t.navigationMode?this.Reveal.prev():this.Reveal.up()):r<-40&&a.down&&(this.touchCaptured=!0,"linear"===t.navigationMode?this.Reveal.next():this.Reveal.down()),t.embedded?(this.touchCaptured||this.Reveal.isVerticalSlide())&&e.preventDefault():e.preventDefault()}}}onTouchEnd(e){this.touchCaptured=!1}onPointerDown(e){e.pointerType!==e.MSPOINTER_TYPE_TOUCH&&"touch"!==e.pointerType||(e.touches=[{clientX:e.clientX,clientY:e.clientY}],this.onTouchStart(e))}onPointerMove(e){e.pointerType!==e.MSPOINTER_TYPE_TOUCH&&"touch"!==e.pointerType||(e.touches=[{clientX:e.clientX,clientY:e.clientY}],this.onTouchMove(e))}onPointerUp(e){e.pointerType!==e.MSPOINTER_TYPE_TOUCH&&"touch"!==e.pointerType||(e.touches=[{clientX:e.clientX,clientY:e.clientY}],this.onTouchEnd(e))}}const 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diff --git a/src/.quarto/_freeze/site_libs/revealjs/dist/reveal.esm.js.map b/src/.quarto/_freeze/site_libs/revealjs/dist/reveal.esm.js.map
new file mode 100644
index 0000000000000000000000000000000000000000..5d23aab2d00cb34d43215526a12ff1ad94d5364e
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/dist/reveal.esm.js.map
@@ -0,0 +1 @@
+{"version":3,"file":"reveal.esm.js","sources":["../js/utils/util.js","../js/utils/device.js","../node_modules/fitty/dist/fitty.module.js","../js/controllers/slidecontent.js","../js/utils/constants.js","../js/controllers/slidenumber.js","../js/controllers/jumptoslide.js","../js/utils/color.js","../js/controllers/backgrounds.js","../js/controllers/autoanimate.js","../js/controllers/scrollview.js","../js/controllers/printview.js","../js/controllers/fragments.js","../js/controllers/overview.js","../js/controllers/keyboard.js","../js/controllers/location.js","../js/controllers/controls.js","../js/controllers/progress.js","../js/controllers/pointer.js","../js/utils/loader.js","../js/controllers/plugins.js","../js/controllers/touch.js","../js/controllers/focus.js","../js/controllers/notes.js","../js/components/playback.js","../js/config.js","../js/reveal.js","../js/index.js"],"sourcesContent":["/**\n * Extend object a with the properties of object b.\n * If there's a conflict, object b takes precedence.\n *\n * @param {object} a\n * @param {object} b\n */\nexport const extend = ( a, b ) => {\n\n\tfor( let i in b ) {\n\t\ta[ i ] = b[ i ];\n\t}\n\n\treturn a;\n\n}\n\n/**\n * querySelectorAll but returns an Array.\n */\nexport const queryAll = ( el, selector ) => {\n\n\treturn Array.from( el.querySelectorAll( selector ) );\n\n}\n\n/**\n * classList.toggle() with cross browser support\n */\nexport const toggleClass = ( el, className, value ) => {\n\tif( value ) {\n\t\tel.classList.add( className );\n\t}\n\telse {\n\t\tel.classList.remove( className );\n\t}\n}\n\n/**\n * Utility for deserializing a value.\n *\n * @param {*} value\n * @return {*}\n */\nexport const deserialize = ( value ) => {\n\n\tif( typeof value === 'string' ) {\n\t\tif( value === 'null' ) return null;\n\t\telse if( value === 'true' ) return true;\n\t\telse if( value === 'false' ) return false;\n\t\telse if( value.match( /^-?[\\d\\.]+$/ ) ) return parseFloat( value );\n\t}\n\n\treturn value;\n\n}\n\n/**\n * Measures the distance in pixels between point a\n * and point b.\n *\n * @param {object} a point with x/y properties\n * @param {object} b point with x/y properties\n *\n * @return {number}\n */\nexport const distanceBetween = ( a, b ) => {\n\n\tlet dx = a.x - b.x,\n\t\tdy = a.y - b.y;\n\n\treturn Math.sqrt( dx*dx + dy*dy );\n\n}\n\n/**\n * Applies a CSS transform to the target element.\n *\n * @param {HTMLElement} element\n * @param {string} transform\n */\nexport const transformElement = ( element, transform ) => {\n\n\telement.style.transform = transform;\n\n}\n\n/**\n * Element.matches with IE support.\n *\n * @param {HTMLElement} target The element to match\n * @param {String} selector The CSS selector to match\n * the element against\n *\n * @return {Boolean}\n */\nexport const matches = ( target, selector ) => {\n\n\tlet matchesMethod = target.matches || target.matchesSelector || target.msMatchesSelector;\n\n\treturn !!( matchesMethod && matchesMethod.call( target, selector ) );\n\n}\n\n/**\n * Find the closest parent that matches the given\n * selector.\n *\n * @param {HTMLElement} target The child element\n * @param {String} selector The CSS selector to match\n * the parents against\n *\n * @return {HTMLElement} The matched parent or null\n * if no matching parent was found\n */\nexport const closest = ( target, selector ) => {\n\n\t// Native Element.closest\n\tif( typeof target.closest === 'function' ) {\n\t\treturn target.closest( selector );\n\t}\n\n\t// Polyfill\n\twhile( target ) {\n\t\tif( matches( target, selector ) ) {\n\t\t\treturn target;\n\t\t}\n\n\t\t// Keep searching\n\t\ttarget = target.parentNode;\n\t}\n\n\treturn null;\n\n}\n\n/**\n * Handling the fullscreen functionality via the fullscreen API\n *\n * @see http://fullscreen.spec.whatwg.org/\n * @see https://developer.mozilla.org/en-US/docs/DOM/Using_fullscreen_mode\n */\nexport const enterFullscreen = element => {\n\n\telement = element || document.documentElement;\n\n\t// Check which implementation is available\n\tlet requestMethod = element.requestFullscreen ||\n\t\t\t\t\t\telement.webkitRequestFullscreen ||\n\t\t\t\t\t\telement.webkitRequestFullScreen ||\n\t\t\t\t\t\telement.mozRequestFullScreen ||\n\t\t\t\t\t\telement.msRequestFullscreen;\n\n\tif( requestMethod ) {\n\t\trequestMethod.apply( element );\n\t}\n\n}\n\n/**\n * Creates an HTML element and returns a reference to it.\n * If the element already exists the existing instance will\n * be returned.\n *\n * @param {HTMLElement} container\n * @param {string} tagname\n * @param {string} classname\n * @param {string} innerHTML\n *\n * @return {HTMLElement}\n */\nexport const createSingletonNode = ( container, tagname, classname, innerHTML='' ) => {\n\n\t// Find all nodes matching the description\n\tlet nodes = container.querySelectorAll( '.' + classname );\n\n\t// Check all matches to find one which is a direct child of\n\t// the specified container\n\tfor( let i = 0; i < nodes.length; i++ ) {\n\t\tlet testNode = nodes[i];\n\t\tif( testNode.parentNode === container ) {\n\t\t\treturn testNode;\n\t\t}\n\t}\n\n\t// If no node was found, create it now\n\tlet node = document.createElement( tagname );\n\tnode.className = classname;\n\tnode.innerHTML = innerHTML;\n\tcontainer.appendChild( node );\n\n\treturn node;\n\n}\n\n/**\n * Injects the given CSS styles into the DOM.\n *\n * @param {string} value\n */\nexport const createStyleSheet = ( value ) => {\n\n\tlet tag = document.createElement( 'style' );\n\ttag.type = 'text/css';\n\n\tif( value && value.length > 0 ) {\n\t\tif( tag.styleSheet ) {\n\t\t\ttag.styleSheet.cssText = value;\n\t\t}\n\t\telse {\n\t\t\ttag.appendChild( document.createTextNode( value ) );\n\t\t}\n\t}\n\n\tdocument.head.appendChild( tag );\n\n\treturn tag;\n\n}\n\n/**\n * Returns a key:value hash of all query params.\n */\nexport const getQueryHash = () => {\n\n\tlet query = {};\n\n\tlocation.search.replace( /[A-Z0-9]+?=([\\w\\.%-]*)/gi, a => {\n\t\tquery[ a.split( '=' ).shift() ] = a.split( '=' ).pop();\n\t} );\n\n\t// Basic deserialization\n\tfor( let i in query ) {\n\t\tlet value = query[ i ];\n\n\t\tquery[ i ] = deserialize( unescape( value ) );\n\t}\n\n\t// Do not accept new dependencies via query config to avoid\n\t// the potential of malicious script injection\n\tif( typeof query['dependencies'] !== 'undefined' ) delete query['dependencies'];\n\n\treturn query;\n\n}\n\n/**\n * Returns the remaining height within the parent of the\n * target element.\n *\n * remaining height = [ configured parent height ] - [ current parent height ]\n *\n * @param {HTMLElement} element\n * @param {number} [height]\n */\nexport const getRemainingHeight = ( element, height = 0 ) => {\n\n\tif( element ) {\n\t\tlet newHeight, oldHeight = element.style.height;\n\n\t\t// Change the .stretch element height to 0 in order find the height of all\n\t\t// the other elements\n\t\telement.style.height = '0px';\n\n\t\t// In Overview mode, the parent (.slide) height is set of 700px.\n\t\t// Restore it temporarily to its natural height.\n\t\telement.parentNode.style.height = 'auto';\n\n\t\tnewHeight = height - element.parentNode.offsetHeight;\n\n\t\t// Restore the old height, just in case\n\t\telement.style.height = oldHeight + 'px';\n\n\t\t// Clear the parent (.slide) height. .removeProperty works in IE9+\n\t\telement.parentNode.style.removeProperty('height');\n\n\t\treturn newHeight;\n\t}\n\n\treturn height;\n\n}\n\nconst fileExtensionToMimeMap = {\n\t'mp4': 'video/mp4',\n\t'm4a': 'video/mp4',\n\t'ogv': 'video/ogg',\n\t'mpeg': 'video/mpeg',\n\t'webm': 'video/webm'\n}\n\n/**\n * Guess the MIME type for common file formats.\n */\nexport const getMimeTypeFromFile = ( filename='' ) => {\n\treturn fileExtensionToMimeMap[filename.split('.').pop()]\n}\n\n/**\n * Encodes a string for RFC3986-compliant URL format.\n * https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/encodeURI#encoding_for_rfc3986\n *\n * @param {string} url\n */\nexport const encodeRFC3986URI = ( url='' ) => {\n\treturn encodeURI(url)\n\t  .replace(/%5B/g, \"[\")\n\t  .replace(/%5D/g, \"]\")\n\t  .replace(\n\t\t/[!'()*]/g,\n\t\t(c) => `%${c.charCodeAt(0).toString(16).toUpperCase()}`\n\t  );\n}","const UA = navigator.userAgent;\n\nexport const isMobile = /(iphone|ipod|ipad|android)/gi.test( UA ) ||\n\t\t\t\t\t\t( navigator.platform === 'MacIntel' && navigator.maxTouchPoints > 1 ); // iPadOS\n\nexport const isChrome = /chrome/i.test( UA ) && !/edge/i.test( UA );\n\nexport const isAndroid = /android/gi.test( UA );","/**\n * fitty v2.3.7 - Snugly resizes text to fit its parent container\n * Copyright (c) 2023 Rik Schennink <rik@pqina.nl> (https://pqina.nl/)\n */\n\nvar e=function(e){if(e){var t=function(e){return[].slice.call(e)},n=0,i=1,r=2,o=3,a=[],l=null,u=\"requestAnimationFrame\"in e?function(){e.cancelAnimationFrame(l),l=e.requestAnimationFrame((function(){return s(a.filter((function(e){return e.dirty&&e.active})))}))}:function(){},c=function(e){return function(){a.forEach((function(t){return t.dirty=e})),u()}},s=function(e){e.filter((function(e){return!e.styleComputed})).forEach((function(e){e.styleComputed=m(e)})),e.filter(y).forEach(v);var t=e.filter(p);t.forEach(d),t.forEach((function(e){v(e),f(e)})),t.forEach(S)},f=function(e){return e.dirty=n},d=function(e){e.availableWidth=e.element.parentNode.clientWidth,e.currentWidth=e.element.scrollWidth,e.previousFontSize=e.currentFontSize,e.currentFontSize=Math.min(Math.max(e.minSize,e.availableWidth/e.currentWidth*e.previousFontSize),e.maxSize),e.whiteSpace=e.multiLine&&e.currentFontSize===e.minSize?\"normal\":\"nowrap\"},p=function(e){return e.dirty!==r||e.dirty===r&&e.element.parentNode.clientWidth!==e.availableWidth},m=function(t){var n=e.getComputedStyle(t.element,null);return t.currentFontSize=parseFloat(n.getPropertyValue(\"font-size\")),t.display=n.getPropertyValue(\"display\"),t.whiteSpace=n.getPropertyValue(\"white-space\"),!0},y=function(e){var t=!1;return!e.preStyleTestCompleted&&(/inline-/.test(e.display)||(t=!0,e.display=\"inline-block\"),\"nowrap\"!==e.whiteSpace&&(t=!0,e.whiteSpace=\"nowrap\"),e.preStyleTestCompleted=!0,t)},v=function(e){e.element.style.whiteSpace=e.whiteSpace,e.element.style.display=e.display,e.element.style.fontSize=e.currentFontSize+\"px\"},S=function(e){e.element.dispatchEvent(new CustomEvent(\"fit\",{detail:{oldValue:e.previousFontSize,newValue:e.currentFontSize,scaleFactor:e.currentFontSize/e.previousFontSize}}))},h=function(e,t){return function(){e.dirty=t,e.active&&u()}},w=function(e){return function(){a=a.filter((function(t){return t.element!==e.element})),e.observeMutations&&e.observer.disconnect(),e.element.style.whiteSpace=e.originalStyle.whiteSpace,e.element.style.display=e.originalStyle.display,e.element.style.fontSize=e.originalStyle.fontSize}},b=function(e){return function(){e.active||(e.active=!0,u())}},z=function(e){return function(){return e.active=!1}},F=function(e){e.observeMutations&&(e.observer=new MutationObserver(h(e,i)),e.observer.observe(e.element,e.observeMutations))},g={minSize:16,maxSize:512,multiLine:!0,observeMutations:\"MutationObserver\"in e&&{subtree:!0,childList:!0,characterData:!0}},W=null,E=function(){e.clearTimeout(W),W=e.setTimeout(c(r),x.observeWindowDelay)},M=[\"resize\",\"orientationchange\"];return Object.defineProperty(x,\"observeWindow\",{set:function(t){var n=\"\".concat(t?\"add\":\"remove\",\"EventListener\");M.forEach((function(t){e[n](t,E)}))}}),x.observeWindow=!0,x.observeWindowDelay=100,x.fitAll=c(o),x}function C(e,t){var n=Object.assign({},g,t),i=e.map((function(e){var t=Object.assign({},n,{element:e,active:!0});return function(e){e.originalStyle={whiteSpace:e.element.style.whiteSpace,display:e.element.style.display,fontSize:e.element.style.fontSize},F(e),e.newbie=!0,e.dirty=!0,a.push(e)}(t),{element:e,fit:h(t,o),unfreeze:b(t),freeze:z(t),unsubscribe:w(t)}}));return u(),i}function x(e){var n=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};return\"string\"==typeof e?C(t(document.querySelectorAll(e)),n):C([e],n)[0]}}(\"undefined\"==typeof window?null:window);export default e;\n","import { extend, queryAll, closest, getMimeTypeFromFile, encodeRFC3986URI } from '../utils/util.js'\nimport { isMobile } from '../utils/device.js'\n\nimport fitty from 'fitty';\n\n/**\n * Handles loading, unloading and playback of slide\n * content such as images, videos and iframes.\n */\nexport default class SlideContent {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.startEmbeddedIframe = this.startEmbeddedIframe.bind( this );\n\n\t}\n\n\t/**\n\t * Should the given element be preloaded?\n\t * Decides based on local element attributes and global config.\n\t *\n\t * @param {HTMLElement} element\n\t */\n\tshouldPreload( element ) {\n\n\t\tif( this.Reveal.isScrollView() ) {\n\t\t\treturn true;\n\t\t}\n\n\t\t// Prefer an explicit global preload setting\n\t\tlet preload = this.Reveal.getConfig().preloadIframes;\n\n\t\t// If no global setting is available, fall back on the element's\n\t\t// own preload setting\n\t\tif( typeof preload !== 'boolean' ) {\n\t\t\tpreload = element.hasAttribute( 'data-preload' );\n\t\t}\n\n\t\treturn preload;\n\t}\n\n\t/**\n\t * Called when the given slide is within the configured view\n\t * distance. Shows the slide element and loads any content\n\t * that is set to load lazily (data-src).\n\t *\n\t * @param {HTMLElement} slide Slide to show\n\t */\n\tload( slide, options = {} ) {\n\n\t\t// Show the slide element\n\t\tslide.style.display = this.Reveal.getConfig().display;\n\n\t\t// Media elements with data-src attributes\n\t\tqueryAll( slide, 'img[data-src], video[data-src], audio[data-src], iframe[data-src]' ).forEach( element => {\n\t\t\tif( element.tagName !== 'IFRAME' || this.shouldPreload( element ) ) {\n\t\t\t\telement.setAttribute( 'src', element.getAttribute( 'data-src' ) );\n\t\t\t\telement.setAttribute( 'data-lazy-loaded', '' );\n\t\t\t\telement.removeAttribute( 'data-src' );\n\t\t\t}\n\t\t} );\n\n\t\t// Media elements with <source> children\n\t\tqueryAll( slide, 'video, audio' ).forEach( media => {\n\t\t\tlet sources = 0;\n\n\t\t\tqueryAll( media, 'source[data-src]' ).forEach( source => {\n\t\t\t\tsource.setAttribute( 'src', source.getAttribute( 'data-src' ) );\n\t\t\t\tsource.removeAttribute( 'data-src' );\n\t\t\t\tsource.setAttribute( 'data-lazy-loaded', '' );\n\t\t\t\tsources += 1;\n\t\t\t} );\n\n\t\t\t// Enable inline video playback in mobile Safari\n\t\t\tif( isMobile && media.tagName === 'VIDEO' ) {\n\t\t\t\tmedia.setAttribute( 'playsinline', '' );\n\t\t\t}\n\n\t\t\t// If we rewrote sources for this video/audio element, we need\n\t\t\t// to manually tell it to load from its new origin\n\t\t\tif( sources > 0 ) {\n\t\t\t\tmedia.load();\n\t\t\t}\n\t\t} );\n\n\n\t\t// Show the corresponding background element\n\t\tlet background = slide.slideBackgroundElement;\n\t\tif( background ) {\n\t\t\tbackground.style.display = 'block';\n\n\t\t\tlet backgroundContent = slide.slideBackgroundContentElement;\n\t\t\tlet backgroundIframe = slide.getAttribute( 'data-background-iframe' );\n\n\t\t\t// If the background contains media, load it\n\t\t\tif( background.hasAttribute( 'data-loaded' ) === false ) {\n\t\t\t\tbackground.setAttribute( 'data-loaded', 'true' );\n\n\t\t\t\tlet backgroundImage = slide.getAttribute( 'data-background-image' ),\n\t\t\t\t\tbackgroundVideo = slide.getAttribute( 'data-background-video' ),\n\t\t\t\t\tbackgroundVideoLoop = slide.hasAttribute( 'data-background-video-loop' ),\n\t\t\t\t\tbackgroundVideoMuted = slide.hasAttribute( 'data-background-video-muted' );\n\n\t\t\t\t// Images\n\t\t\t\tif( backgroundImage ) {\n\t\t\t\t\t// base64\n\t\t\t\t\tif(  /^data:/.test( backgroundImage.trim() ) ) {\n\t\t\t\t\t\tbackgroundContent.style.backgroundImage = `url(${backgroundImage.trim()})`;\n\t\t\t\t\t}\n\t\t\t\t\t// URL(s)\n\t\t\t\t\telse {\n\t\t\t\t\t\tbackgroundContent.style.backgroundImage = backgroundImage.split( ',' ).map( background => {\n\t\t\t\t\t\t\t// Decode URL(s) that are already encoded first\n\t\t\t\t\t\t\tlet decoded = decodeURI(background.trim());\n\t\t\t\t\t\t\treturn `url(${encodeRFC3986URI(decoded)})`;\n\t\t\t\t\t\t}).join( ',' );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\t// Videos\n\t\t\t\telse if ( backgroundVideo && !this.Reveal.isSpeakerNotes() ) {\n\t\t\t\t\tlet video = document.createElement( 'video' );\n\n\t\t\t\t\tif( backgroundVideoLoop ) {\n\t\t\t\t\t\tvideo.setAttribute( 'loop', '' );\n\t\t\t\t\t}\n\n\t\t\t\t\tif( backgroundVideoMuted ) {\n\t\t\t\t\t\tvideo.muted = true;\n\t\t\t\t\t}\n\n\t\t\t\t\t// Enable inline playback in mobile Safari\n\t\t\t\t\t//\n\t\t\t\t\t// Mute is required for video to play when using\n\t\t\t\t\t// swipe gestures to navigate since they don't\n\t\t\t\t\t// count as direct user actions :'(\n\t\t\t\t\tif( isMobile ) {\n\t\t\t\t\t\tvideo.muted = true;\n\t\t\t\t\t\tvideo.setAttribute( 'playsinline', '' );\n\t\t\t\t\t}\n\n\t\t\t\t\t// Support comma separated lists of video sources\n\t\t\t\t\tbackgroundVideo.split( ',' ).forEach( source => {\n\t\t\t\t\t\tconst sourceElement = document.createElement( 'source' );\n\t\t\t\t\t\tsourceElement.setAttribute( 'src', source );\n\n\t\t\t\t\t\tlet type = getMimeTypeFromFile( source );\n\t\t\t\t\t\tif( type ) {\n\t\t\t\t\t\t\tsourceElement.setAttribute( 'type', type );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\tvideo.appendChild( sourceElement );\n\t\t\t\t\t} );\n\n\t\t\t\t\tbackgroundContent.appendChild( video );\n\t\t\t\t}\n\t\t\t\t// Iframes\n\t\t\t\telse if( backgroundIframe && options.excludeIframes !== true ) {\n\t\t\t\t\tlet iframe = document.createElement( 'iframe' );\n\t\t\t\t\tiframe.setAttribute( 'allowfullscreen', '' );\n\t\t\t\t\tiframe.setAttribute( 'mozallowfullscreen', '' );\n\t\t\t\t\tiframe.setAttribute( 'webkitallowfullscreen', '' );\n\t\t\t\t\tiframe.setAttribute( 'allow', 'autoplay' );\n\n\t\t\t\t\tiframe.setAttribute( 'data-src', backgroundIframe );\n\n\t\t\t\t\tiframe.style.width  = '100%';\n\t\t\t\t\tiframe.style.height = '100%';\n\t\t\t\t\tiframe.style.maxHeight = '100%';\n\t\t\t\t\tiframe.style.maxWidth = '100%';\n\n\t\t\t\t\tbackgroundContent.appendChild( iframe );\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// Start loading preloadable iframes\n\t\t\tlet backgroundIframeElement = backgroundContent.querySelector( 'iframe[data-src]' );\n\t\t\tif( backgroundIframeElement ) {\n\n\t\t\t\t// Check if this iframe is eligible to be preloaded\n\t\t\t\tif( this.shouldPreload( background ) && !/autoplay=(1|true|yes)/gi.test( backgroundIframe ) ) {\n\t\t\t\t\tif( backgroundIframeElement.getAttribute( 'src' ) !== backgroundIframe ) {\n\t\t\t\t\t\tbackgroundIframeElement.setAttribute( 'src', backgroundIframe );\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}\n\n\t\tthis.layout( slide );\n\n\t}\n\n\t/**\n\t * Applies JS-dependent layout helpers for the scope.\n\t */\n\tlayout( scopeElement ) {\n\n\t\t// Autosize text with the r-fit-text class based on the\n\t\t// size of its container. This needs to happen after the\n\t\t// slide is visible in order to measure the text.\n\t\tArray.from( scopeElement.querySelectorAll( '.r-fit-text' ) ).forEach( element => {\n\t\t\tfitty( element, {\n\t\t\t\tminSize: 24,\n\t\t\t\tmaxSize: this.Reveal.getConfig().height * 0.8,\n\t\t\t\tobserveMutations: false,\n\t\t\t\tobserveWindow: false\n\t\t\t} );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Unloads and hides the given slide. This is called when the\n\t * slide is moved outside of the configured view distance.\n\t *\n\t * @param {HTMLElement} slide\n\t */\n\tunload( slide ) {\n\n\t\t// Hide the slide element\n\t\tslide.style.display = 'none';\n\n\t\t// Hide the corresponding background element\n\t\tlet background = this.Reveal.getSlideBackground( slide );\n\t\tif( background ) {\n\t\t\tbackground.style.display = 'none';\n\n\t\t\t// Unload any background iframes\n\t\t\tqueryAll( background, 'iframe[src]' ).forEach( element => {\n\t\t\t\telement.removeAttribute( 'src' );\n\t\t\t} );\n\t\t}\n\n\t\t// Reset lazy-loaded media elements with src attributes\n\t\tqueryAll( slide, 'video[data-lazy-loaded][src], audio[data-lazy-loaded][src], iframe[data-lazy-loaded][src]' ).forEach( element => {\n\t\t\telement.setAttribute( 'data-src', element.getAttribute( 'src' ) );\n\t\t\telement.removeAttribute( 'src' );\n\t\t} );\n\n\t\t// Reset lazy-loaded media elements with <source> children\n\t\tqueryAll( slide, 'video[data-lazy-loaded] source[src], audio source[src]' ).forEach( source => {\n\t\t\tsource.setAttribute( 'data-src', source.getAttribute( 'src' ) );\n\t\t\tsource.removeAttribute( 'src' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Enforces origin-specific format rules for embedded media.\n\t */\n\tformatEmbeddedContent() {\n\n\t\tlet _appendParamToIframeSource = ( sourceAttribute, sourceURL, param ) => {\n\t\t\tqueryAll( this.Reveal.getSlidesElement(), 'iframe['+ sourceAttribute +'*=\"'+ sourceURL +'\"]' ).forEach( el => {\n\t\t\t\tlet src = el.getAttribute( sourceAttribute );\n\t\t\t\tif( src && src.indexOf( param ) === -1 ) {\n\t\t\t\t\tel.setAttribute( sourceAttribute, src + ( !/\\?/.test( src ) ? '?' : '&' ) + param );\n\t\t\t\t}\n\t\t\t});\n\t\t};\n\n\t\t// YouTube frames must include \"?enablejsapi=1\"\n\t\t_appendParamToIframeSource( 'src', 'youtube.com/embed/', 'enablejsapi=1' );\n\t\t_appendParamToIframeSource( 'data-src', 'youtube.com/embed/', 'enablejsapi=1' );\n\n\t\t// Vimeo frames must include \"?api=1\"\n\t\t_appendParamToIframeSource( 'src', 'player.vimeo.com/', 'api=1' );\n\t\t_appendParamToIframeSource( 'data-src', 'player.vimeo.com/', 'api=1' );\n\n\t}\n\n\t/**\n\t * Start playback of any embedded content inside of\n\t * the given element.\n\t *\n\t * @param {HTMLElement} element\n\t */\n\tstartEmbeddedContent( element ) {\n\n\t\tif( element && !this.Reveal.isSpeakerNotes() ) {\n\n\t\t\t// Restart GIFs\n\t\t\tqueryAll( element, 'img[src$=\".gif\"]' ).forEach( el => {\n\t\t\t\t// Setting the same unchanged source like this was confirmed\n\t\t\t\t// to work in Chrome, FF & Safari\n\t\t\t\tel.setAttribute( 'src', el.getAttribute( 'src' ) );\n\t\t\t} );\n\n\t\t\t// HTML5 media elements\n\t\t\tqueryAll( element, 'video, audio' ).forEach( el => {\n\t\t\t\tif( closest( el, '.fragment' ) && !closest( el, '.fragment.visible' ) ) {\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\t// Prefer an explicit global autoplay setting\n\t\t\t\tlet autoplay = this.Reveal.getConfig().autoPlayMedia;\n\n\t\t\t\t// If no global setting is available, fall back on the element's\n\t\t\t\t// own autoplay setting\n\t\t\t\tif( typeof autoplay !== 'boolean' ) {\n\t\t\t\t\tautoplay = el.hasAttribute( 'data-autoplay' ) || !!closest( el, '.slide-background' );\n\t\t\t\t}\n\n\t\t\t\tif( autoplay && typeof el.play === 'function' ) {\n\n\t\t\t\t\t// If the media is ready, start playback\n\t\t\t\t\tif( el.readyState > 1 ) {\n\t\t\t\t\t\tthis.startEmbeddedMedia( { target: el } );\n\t\t\t\t\t}\n\t\t\t\t\t// Mobile devices never fire a loaded event so instead\n\t\t\t\t\t// of waiting, we initiate playback\n\t\t\t\t\telse if( isMobile ) {\n\t\t\t\t\t\tlet promise = el.play();\n\n\t\t\t\t\t\t// If autoplay does not work, ensure that the controls are visible so\n\t\t\t\t\t\t// that the viewer can start the media on their own\n\t\t\t\t\t\tif( promise && typeof promise.catch === 'function' && el.controls === false ) {\n\t\t\t\t\t\t\tpromise.catch( () => {\n\t\t\t\t\t\t\t\tel.controls = true;\n\n\t\t\t\t\t\t\t\t// Once the video does start playing, hide the controls again\n\t\t\t\t\t\t\t\tel.addEventListener( 'play', () => {\n\t\t\t\t\t\t\t\t\tel.controls = false;\n\t\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\t// If the media isn't loaded, wait before playing\n\t\t\t\t\telse {\n\t\t\t\t\t\tel.removeEventListener( 'loadeddata', this.startEmbeddedMedia ); // remove first to avoid dupes\n\t\t\t\t\t\tel.addEventListener( 'loadeddata', this.startEmbeddedMedia );\n\t\t\t\t\t}\n\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\t// Normal iframes\n\t\t\tqueryAll( element, 'iframe[src]' ).forEach( el => {\n\t\t\t\tif( closest( el, '.fragment' ) && !closest( el, '.fragment.visible' ) ) {\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\tthis.startEmbeddedIframe( { target: el } );\n\t\t\t} );\n\n\t\t\t// Lazy loading iframes\n\t\t\tqueryAll( element, 'iframe[data-src]' ).forEach( el => {\n\t\t\t\tif( closest( el, '.fragment' ) && !closest( el, '.fragment.visible' ) ) {\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\tif( el.getAttribute( 'src' ) !== el.getAttribute( 'data-src' ) ) {\n\t\t\t\t\tel.removeEventListener( 'load', this.startEmbeddedIframe ); // remove first to avoid dupes\n\t\t\t\t\tel.addEventListener( 'load', this.startEmbeddedIframe );\n\t\t\t\t\tel.setAttribute( 'src', el.getAttribute( 'data-src' ) );\n\t\t\t\t}\n\t\t\t} );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Starts playing an embedded video/audio element after\n\t * it has finished loading.\n\t *\n\t * @param {object} event\n\t */\n\tstartEmbeddedMedia( event ) {\n\n\t\tlet isAttachedToDOM = !!closest( event.target, 'html' ),\n\t\t\tisVisible  \t\t= !!closest( event.target, '.present' );\n\n\t\tif( isAttachedToDOM && isVisible ) {\n\t\t\t// Don't restart if media is already playing\n\t\t\tif( event.target.paused || event.target.ended ) {\n\t\t\t\tevent.target.currentTime = 0;\n\t\t\t\tevent.target.play();\n\t\t\t}\n\t\t}\n\n\t\tevent.target.removeEventListener( 'loadeddata', this.startEmbeddedMedia );\n\n\t}\n\n\t/**\n\t * \"Starts\" the content of an embedded iframe using the\n\t * postMessage API.\n\t *\n\t * @param {object} event\n\t */\n\tstartEmbeddedIframe( event ) {\n\n\t\tlet iframe = event.target;\n\n\t\tif( iframe && iframe.contentWindow ) {\n\n\t\t\tlet isAttachedToDOM = !!closest( event.target, 'html' ),\n\t\t\t\tisVisible  \t\t= !!closest( event.target, '.present' );\n\n\t\t\tif( isAttachedToDOM && isVisible ) {\n\n\t\t\t\t// Prefer an explicit global autoplay setting\n\t\t\t\tlet autoplay = this.Reveal.getConfig().autoPlayMedia;\n\n\t\t\t\t// If no global setting is available, fall back on the element's\n\t\t\t\t// own autoplay setting\n\t\t\t\tif( typeof autoplay !== 'boolean' ) {\n\t\t\t\t\tautoplay = iframe.hasAttribute( 'data-autoplay' ) || !!closest( iframe, '.slide-background' );\n\t\t\t\t}\n\n\t\t\t\t// YouTube postMessage API\n\t\t\t\tif( /youtube\\.com\\/embed\\//.test( iframe.getAttribute( 'src' ) ) && autoplay ) {\n\t\t\t\t\tiframe.contentWindow.postMessage( '{\"event\":\"command\",\"func\":\"playVideo\",\"args\":\"\"}', '*' );\n\t\t\t\t}\n\t\t\t\t// Vimeo postMessage API\n\t\t\t\telse if( /player\\.vimeo\\.com\\//.test( iframe.getAttribute( 'src' ) ) && autoplay ) {\n\t\t\t\t\tiframe.contentWindow.postMessage( '{\"method\":\"play\"}', '*' );\n\t\t\t\t}\n\t\t\t\t// Generic postMessage API\n\t\t\t\telse {\n\t\t\t\t\tiframe.contentWindow.postMessage( 'slide:start', '*' );\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Stop playback of any embedded content inside of\n\t * the targeted slide.\n\t *\n\t * @param {HTMLElement} element\n\t */\n\tstopEmbeddedContent( element, options = {} ) {\n\n\t\toptions = extend( {\n\t\t\t// Defaults\n\t\t\tunloadIframes: true\n\t\t}, options );\n\n\t\tif( element && element.parentNode ) {\n\t\t\t// HTML5 media elements\n\t\t\tqueryAll( element, 'video, audio' ).forEach( el => {\n\t\t\t\tif( !el.hasAttribute( 'data-ignore' ) && typeof el.pause === 'function' ) {\n\t\t\t\t\tel.setAttribute('data-paused-by-reveal', '');\n\t\t\t\t\tel.pause();\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\t// Generic postMessage API for non-lazy loaded iframes\n\t\t\tqueryAll( element, 'iframe' ).forEach( el => {\n\t\t\t\tif( el.contentWindow ) el.contentWindow.postMessage( 'slide:stop', '*' );\n\t\t\t\tel.removeEventListener( 'load', this.startEmbeddedIframe );\n\t\t\t});\n\n\t\t\t// YouTube postMessage API\n\t\t\tqueryAll( element, 'iframe[src*=\"youtube.com/embed/\"]' ).forEach( el => {\n\t\t\t\tif( !el.hasAttribute( 'data-ignore' ) && el.contentWindow && typeof el.contentWindow.postMessage === 'function' ) {\n\t\t\t\t\tel.contentWindow.postMessage( '{\"event\":\"command\",\"func\":\"pauseVideo\",\"args\":\"\"}', '*' );\n\t\t\t\t}\n\t\t\t});\n\n\t\t\t// Vimeo postMessage API\n\t\t\tqueryAll( element, 'iframe[src*=\"player.vimeo.com/\"]' ).forEach( el => {\n\t\t\t\tif( !el.hasAttribute( 'data-ignore' ) && el.contentWindow && typeof el.contentWindow.postMessage === 'function' ) {\n\t\t\t\t\tel.contentWindow.postMessage( '{\"method\":\"pause\"}', '*' );\n\t\t\t\t}\n\t\t\t});\n\n\t\t\tif( options.unloadIframes === true ) {\n\t\t\t\t// Unload lazy-loaded iframes\n\t\t\t\tqueryAll( element, 'iframe[data-src]' ).forEach( el => {\n\t\t\t\t\t// Only removing the src doesn't actually unload the frame\n\t\t\t\t\t// in all browsers (Firefox) so we set it to blank first\n\t\t\t\t\tel.setAttribute( 'src', 'about:blank' );\n\t\t\t\t\tel.removeAttribute( 'src' );\n\t\t\t\t} );\n\t\t\t}\n\t\t}\n\n\t}\n\n}\n","\nexport const SLIDES_SELECTOR = '.slides section';\nexport const HORIZONTAL_SLIDES_SELECTOR = '.slides>section';\nexport const VERTICAL_SLIDES_SELECTOR = '.slides>section.present>section';\nexport const HORIZONTAL_BACKGROUNDS_SELECTOR = '.backgrounds>.slide-background';\n\n// Methods that may not be invoked via the postMessage API\nexport const POST_MESSAGE_METHOD_BLACKLIST = /registerPlugin|registerKeyboardShortcut|addKeyBinding|addEventListener|showPreview/;\n\n// Regex for retrieving the fragment style from a class attribute\nexport const FRAGMENT_STYLE_REGEX = /fade-(down|up|right|left|out|in-then-out|in-then-semi-out)|semi-fade-out|current-visible|shrink|grow/;\n\n// Slide number formats\nexport const SLIDE_NUMBER_FORMAT_HORIZONTAL_DOT_VERTICAL = 'h.v';\nexport const SLIDE_NUMBER_FORMAT_HORIZONTAL_SLASH_VERTICAL = 'h/v';\nexport const SLIDE_NUMBER_FORMAT_CURRENT = 'c';\nexport const SLIDE_NUMBER_FORMAT_CURRENT_SLASH_TOTAL = 'c/t';","import {\n\tSLIDE_NUMBER_FORMAT_CURRENT,\n\tSLIDE_NUMBER_FORMAT_CURRENT_SLASH_TOTAL,\n\tSLIDE_NUMBER_FORMAT_HORIZONTAL_DOT_VERTICAL,\n\tSLIDE_NUMBER_FORMAT_HORIZONTAL_SLASH_VERTICAL\n} from \"../utils/constants\";\n\n/**\n * Handles the display of reveal.js' optional slide number.\n */\nexport default class SlideNumber {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'slide-number';\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tlet slideNumberDisplay = 'none';\n\t\tif( config.slideNumber && !this.Reveal.isPrintView() ) {\n\t\t\tif( config.showSlideNumber === 'all' ) {\n\t\t\t\tslideNumberDisplay = 'block';\n\t\t\t}\n\t\t\telse if( config.showSlideNumber === 'speaker' && this.Reveal.isSpeakerNotes() ) {\n\t\t\t\tslideNumberDisplay = 'block';\n\t\t\t}\n\t\t}\n\n\t\tthis.element.style.display = slideNumberDisplay;\n\n\t}\n\n\t/**\n\t * Updates the slide number to match the current slide.\n\t */\n\tupdate() {\n\n\t\t// Update slide number if enabled\n\t\tif( this.Reveal.getConfig().slideNumber && this.element ) {\n\t\t\tthis.element.innerHTML = this.getSlideNumber();\n\t\t}\n\n\t}\n\n\t/**\n\t * Returns the HTML string corresponding to the current slide\n\t * number, including formatting.\n\t */\n\tgetSlideNumber( slide = this.Reveal.getCurrentSlide() ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\t\tlet value;\n\t\tlet format = SLIDE_NUMBER_FORMAT_HORIZONTAL_DOT_VERTICAL;\n\n\t\tif ( typeof config.slideNumber === 'function' ) {\n\t\t\tvalue = config.slideNumber( slide );\n\t\t} else {\n\t\t\t// Check if a custom number format is available\n\t\t\tif( typeof config.slideNumber === 'string' ) {\n\t\t\t\tformat = config.slideNumber;\n\t\t\t}\n\n\t\t\t// If there are ONLY vertical slides in this deck, always use\n\t\t\t// a flattened slide number\n\t\t\tif( !/c/.test( format ) && this.Reveal.getHorizontalSlides().length === 1 ) {\n\t\t\t\tformat = SLIDE_NUMBER_FORMAT_CURRENT;\n\t\t\t}\n\n\t\t\t// Offset the current slide number by 1 to make it 1-indexed\n\t\t\tlet horizontalOffset = slide && slide.dataset.visibility === 'uncounted' ? 0 : 1;\n\n\t\t\tvalue = [];\n\t\t\tswitch( format ) {\n\t\t\t\tcase SLIDE_NUMBER_FORMAT_CURRENT:\n\t\t\t\t\tvalue.push( this.Reveal.getSlidePastCount( slide ) + horizontalOffset );\n\t\t\t\t\tbreak;\n\t\t\t\tcase SLIDE_NUMBER_FORMAT_CURRENT_SLASH_TOTAL:\n\t\t\t\t\tvalue.push( this.Reveal.getSlidePastCount( slide ) + horizontalOffset, '/', this.Reveal.getTotalSlides() );\n\t\t\t\t\tbreak;\n\t\t\t\tdefault:\n\t\t\t\t\tlet indices = this.Reveal.getIndices( slide );\n\t\t\t\t\tvalue.push( indices.h + horizontalOffset );\n\t\t\t\t\tlet sep = format === SLIDE_NUMBER_FORMAT_HORIZONTAL_SLASH_VERTICAL ? '/' : '.';\n\t\t\t\t\tif( this.Reveal.isVerticalSlide( slide ) ) value.push( sep, indices.v + 1 );\n\t\t\t}\n\t\t}\n\n\t\tlet url = '#' + this.Reveal.location.getHash( slide );\n\t\treturn this.formatNumber( value[0], value[1], value[2], url );\n\n\t}\n\n\t/**\n\t * Applies HTML formatting to a slide number before it's\n\t * written to the DOM.\n\t *\n\t * @param {number} a Current slide\n\t * @param {string} delimiter Character to separate slide numbers\n\t * @param {(number|*)} b Total slides\n\t * @param {HTMLElement} [url='#'+locationHash()] The url to link to\n\t * @return {string} HTML string fragment\n\t */\n\tformatNumber( a, delimiter, b, url = '#' + this.Reveal.location.getHash() ) {\n\n\t\tif( typeof b === 'number' && !isNaN( b ) ) {\n\t\t\treturn  `<a href=\"${url}\">\n\t\t\t\t\t<span class=\"slide-number-a\">${a}</span>\n\t\t\t\t\t<span class=\"slide-number-delimiter\">${delimiter}</span>\n\t\t\t\t\t<span class=\"slide-number-b\">${b}</span>\n\t\t\t\t\t</a>`;\n\t\t}\n\t\telse {\n\t\t\treturn `<a href=\"${url}\">\n\t\t\t\t\t<span class=\"slide-number-a\">${a}</span>\n\t\t\t\t\t</a>`;\n\t\t}\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.element.remove();\n\n\t}\n\n}","import {\n\tSLIDE_NUMBER_FORMAT_CURRENT,\n\tSLIDE_NUMBER_FORMAT_CURRENT_SLASH_TOTAL\n} from \"../utils/constants\";\n\n/**\n * Makes it possible to jump to a slide by entering its\n * slide number or id.\n */\nexport default class JumpToSlide {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.onInput = this.onInput.bind( this );\n\t\tthis.onBlur = this.onBlur.bind( this );\n\t\tthis.onKeyDown = this.onKeyDown.bind( this );\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'jump-to-slide';\n\n    this.jumpInput = document.createElement( 'input' );\n    this.jumpInput.type = 'text';\n    this.jumpInput.className = 'jump-to-slide-input';\n    this.jumpInput.placeholder = 'Jump to slide';\n\t\tthis.jumpInput.addEventListener( 'input', this.onInput );\n\t\tthis.jumpInput.addEventListener( 'keydown', this.onKeyDown );\n\t\tthis.jumpInput.addEventListener( 'blur', this.onBlur );\n\n    this.element.appendChild( this.jumpInput );\n\n\t}\n\n\tshow() {\n\n\t\tthis.indicesOnShow = this.Reveal.getIndices();\n\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\t\tthis.jumpInput.focus();\n\n\t}\n\n\thide() {\n\n\t\tif( this.isVisible() ) {\n\t\t\tthis.element.remove();\n\t\t\tthis.jumpInput.value = '';\n\n\t\t\tclearTimeout( this.jumpTimeout );\n\t\t\tdelete this.jumpTimeout;\n\t\t}\n\n\t}\n\n\tisVisible() {\n\n\t\treturn !!this.element.parentNode;\n\n\t}\n\n\t/**\n\t * Parses the current input and jumps to the given slide.\n\t */\n\tjump() {\n\n\t\tclearTimeout( this.jumpTimeout );\n\t\tdelete this.jumpTimeout;\n\n\t\tlet query = this.jumpInput.value.trim( '' );\n\t\tlet indices;\n\n\t\t// When slide numbers are formatted to be a single linear mumber\n\t\t// (instead of showing a separate horizontal/vertical index) we\n\t\t// use the same format for slide jumps\n\t\tif( /^\\d+$/.test( query ) ) {\n\t\t\tconst slideNumberFormat = this.Reveal.getConfig().slideNumber;\n\t\t\tif( slideNumberFormat === SLIDE_NUMBER_FORMAT_CURRENT || slideNumberFormat === SLIDE_NUMBER_FORMAT_CURRENT_SLASH_TOTAL ) {\n\t\t\t\tconst slide = this.Reveal.getSlides()[ parseInt( query, 10 ) - 1 ];\n\t\t\t\tif( slide ) {\n\t\t\t\t\tindices = this.Reveal.getIndices( slide );\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tif( !indices ) {\n\t\t\t// If the query uses \"horizontal.vertical\" format, convert to\n\t\t\t// \"horizontal/vertical\" so that our URL parser can understand\n\t\t\tif( /^\\d+\\.\\d+$/.test( query ) ) {\n\t\t\t\tquery = query.replace( '.', '/' );\n\t\t\t}\n\n\t\t\tindices = this.Reveal.location.getIndicesFromHash( query, { oneBasedIndex: true } );\n\t\t}\n\n\t\t// Still no valid index? Fall back on a text search\n\t\tif( !indices && /\\S+/i.test( query ) && query.length > 1 ) {\n\t\t\tindices = this.search( query );\n\t\t}\n\n\t\tif( indices && query !== '' ) {\n\t\t\tthis.Reveal.slide( indices.h, indices.v, indices.f );\n\t\t\treturn true;\n\t\t}\n\t\telse {\n\t\t\tthis.Reveal.slide( this.indicesOnShow.h, this.indicesOnShow.v, this.indicesOnShow.f );\n\t\t\treturn false;\n\t\t}\n\n\t}\n\n\tjumpAfter( delay ) {\n\n\t\tclearTimeout( this.jumpTimeout );\n\t\tthis.jumpTimeout = setTimeout( () => this.jump(), delay );\n\n\t}\n\n\t/**\n\t * A lofi search that looks for the given query in all\n\t * of our slides and returns the first match.\n\t */\n\tsearch( query ) {\n\n\t\tconst regex = new RegExp( '\\\\b' + query.trim() + '\\\\b', 'i' );\n\n\t\tconst slide = this.Reveal.getSlides().find( ( slide ) => {\n\t\t\treturn regex.test( slide.innerText );\n\t\t} );\n\n\t\tif( slide ) {\n\t\t\treturn this.Reveal.getIndices( slide );\n\t\t}\n\t\telse {\n\t\t\treturn null;\n\t\t}\n\n\t}\n\n\t/**\n\t * Reverts back to the slide we were on when jump to slide was\n\t * invoked.\n\t */\n\tcancel() {\n\n\t\tthis.Reveal.slide( this.indicesOnShow.h, this.indicesOnShow.v, this.indicesOnShow.f );\n\t\tthis.hide();\n\n\t}\n\n\tconfirm() {\n\n\t\tthis.jump();\n\t\tthis.hide();\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.jumpInput.removeEventListener( 'input', this.onInput );\n\t\tthis.jumpInput.removeEventListener( 'keydown', this.onKeyDown );\n\t\tthis.jumpInput.removeEventListener( 'blur', this.onBlur );\n\n\t\tthis.element.remove();\n\n\t}\n\n\tonKeyDown( event ) {\n\n\t\tif( event.keyCode === 13 ) {\n\t\t\tthis.confirm();\n\t\t}\n\t\telse if( event.keyCode === 27 ) {\n\t\t\tthis.cancel();\n\n\t\t\tevent.stopImmediatePropagation();\n\t\t}\n\n\t}\n\n\tonInput( event ) {\n\n\t\tthis.jumpAfter( 200 );\n\n\t}\n\n\tonBlur() {\n\n\t\tsetTimeout( () => this.hide(), 1 );\n\n\t}\n\n}","/**\n * Converts various color input formats to an {r:0,g:0,b:0} object.\n *\n * @param {string} color The string representation of a color\n * @example\n * colorToRgb('#000');\n * @example\n * colorToRgb('#000000');\n * @example\n * colorToRgb('rgb(0,0,0)');\n * @example\n * colorToRgb('rgba(0,0,0)');\n *\n * @return {{r: number, g: number, b: number, [a]: number}|null}\n */\nexport const colorToRgb = ( color ) => {\n\n\tlet hex3 = color.match( /^#([0-9a-f]{3})$/i );\n\tif( hex3 && hex3[1] ) {\n\t\thex3 = hex3[1];\n\t\treturn {\n\t\t\tr: parseInt( hex3.charAt( 0 ), 16 ) * 0x11,\n\t\t\tg: parseInt( hex3.charAt( 1 ), 16 ) * 0x11,\n\t\t\tb: parseInt( hex3.charAt( 2 ), 16 ) * 0x11\n\t\t};\n\t}\n\n\tlet hex6 = color.match( /^#([0-9a-f]{6})$/i );\n\tif( hex6 && hex6[1] ) {\n\t\thex6 = hex6[1];\n\t\treturn {\n\t\t\tr: parseInt( hex6.slice( 0, 2 ), 16 ),\n\t\t\tg: parseInt( hex6.slice( 2, 4 ), 16 ),\n\t\t\tb: parseInt( hex6.slice( 4, 6 ), 16 )\n\t\t};\n\t}\n\n\tlet rgb = color.match( /^rgb\\s*\\(\\s*(\\d+)\\s*,\\s*(\\d+)\\s*,\\s*(\\d+)\\s*\\)$/i );\n\tif( rgb ) {\n\t\treturn {\n\t\t\tr: parseInt( rgb[1], 10 ),\n\t\t\tg: parseInt( rgb[2], 10 ),\n\t\t\tb: parseInt( rgb[3], 10 )\n\t\t};\n\t}\n\n\tlet rgba = color.match( /^rgba\\s*\\(\\s*(\\d+)\\s*,\\s*(\\d+)\\s*,\\s*(\\d+)\\s*\\,\\s*([\\d]+|[\\d]*.[\\d]+)\\s*\\)$/i );\n\tif( rgba ) {\n\t\treturn {\n\t\t\tr: parseInt( rgba[1], 10 ),\n\t\t\tg: parseInt( rgba[2], 10 ),\n\t\t\tb: parseInt( rgba[3], 10 ),\n\t\t\ta: parseFloat( rgba[4] )\n\t\t};\n\t}\n\n\treturn null;\n\n}\n\n/**\n * Calculates brightness on a scale of 0-255.\n *\n * @param {string} color See colorToRgb for supported formats.\n * @see {@link colorToRgb}\n */\nexport const colorBrightness = ( color ) => {\n\n\tif( typeof color === 'string' ) color = colorToRgb( color );\n\n\tif( color ) {\n\t\treturn ( color.r * 299 + color.g * 587 + color.b * 114 ) / 1000;\n\t}\n\n\treturn null;\n\n}","import { queryAll } from '../utils/util.js'\nimport { colorToRgb, colorBrightness } from '../utils/color.js'\n\n/**\n * Creates and updates slide backgrounds.\n */\nexport default class Backgrounds {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'backgrounds';\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t}\n\n\t/**\n\t * Creates the slide background elements and appends them\n\t * to the background container. One element is created per\n\t * slide no matter if the given slide has visible background.\n\t */\n\tcreate() {\n\n\t\t// Clear prior backgrounds\n\t\tthis.element.innerHTML = '';\n\t\tthis.element.classList.add( 'no-transition' );\n\n\t\t// Iterate over all horizontal slides\n\t\tthis.Reveal.getHorizontalSlides().forEach( slideh => {\n\n\t\t\tlet backgroundStack = this.createBackground( slideh, this.element );\n\n\t\t\t// Iterate over all vertical slides\n\t\t\tqueryAll( slideh, 'section' ).forEach( slidev => {\n\n\t\t\t\tthis.createBackground( slidev, backgroundStack );\n\n\t\t\t\tbackgroundStack.classList.add( 'stack' );\n\n\t\t\t} );\n\n\t\t} );\n\n\t\t// Add parallax background if specified\n\t\tif( this.Reveal.getConfig().parallaxBackgroundImage ) {\n\n\t\t\tthis.element.style.backgroundImage = 'url(\"' + this.Reveal.getConfig().parallaxBackgroundImage + '\")';\n\t\t\tthis.element.style.backgroundSize = this.Reveal.getConfig().parallaxBackgroundSize;\n\t\t\tthis.element.style.backgroundRepeat = this.Reveal.getConfig().parallaxBackgroundRepeat;\n\t\t\tthis.element.style.backgroundPosition = this.Reveal.getConfig().parallaxBackgroundPosition;\n\n\t\t\t// Make sure the below properties are set on the element - these properties are\n\t\t\t// needed for proper transitions to be set on the element via CSS. To remove\n\t\t\t// annoying background slide-in effect when the presentation starts, apply\n\t\t\t// these properties after short time delay\n\t\t\tsetTimeout( () => {\n\t\t\t\tthis.Reveal.getRevealElement().classList.add( 'has-parallax-background' );\n\t\t\t}, 1 );\n\n\t\t}\n\t\telse {\n\n\t\t\tthis.element.style.backgroundImage = '';\n\t\t\tthis.Reveal.getRevealElement().classList.remove( 'has-parallax-background' );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Creates a background for the given slide.\n\t *\n\t * @param {HTMLElement} slide\n\t * @param {HTMLElement} container The element that the background\n\t * should be appended to\n\t * @return {HTMLElement} New background div\n\t */\n\tcreateBackground( slide, container ) {\n\n\t\t// Main slide background element\n\t\tlet element = document.createElement( 'div' );\n\t\telement.className = 'slide-background ' + slide.className.replace( /present|past|future/, '' );\n\n\t\t// Inner background element that wraps images/videos/iframes\n\t\tlet contentElement = document.createElement( 'div' );\n\t\tcontentElement.className = 'slide-background-content';\n\n\t\telement.appendChild( contentElement );\n\t\tcontainer.appendChild( element );\n\n\t\tslide.slideBackgroundElement = element;\n\t\tslide.slideBackgroundContentElement = contentElement;\n\n\t\t// Syncs the background to reflect all current background settings\n\t\tthis.sync( slide );\n\n\t\treturn element;\n\n\t}\n\n\t/**\n\t * Renders all of the visual properties of a slide background\n\t * based on the various background attributes.\n\t *\n\t * @param {HTMLElement} slide\n\t */\n\tsync( slide ) {\n\n\t\tconst element = slide.slideBackgroundElement,\n\t\t\tcontentElement = slide.slideBackgroundContentElement;\n\n\t\tconst data = {\n\t\t\tbackground: slide.getAttribute( 'data-background' ),\n\t\t\tbackgroundSize: slide.getAttribute( 'data-background-size' ),\n\t\t\tbackgroundImage: slide.getAttribute( 'data-background-image' ),\n\t\t\tbackgroundVideo: slide.getAttribute( 'data-background-video' ),\n\t\t\tbackgroundIframe: slide.getAttribute( 'data-background-iframe' ),\n\t\t\tbackgroundColor: slide.getAttribute( 'data-background-color' ),\n\t\t\tbackgroundGradient: slide.getAttribute( 'data-background-gradient' ),\n\t\t\tbackgroundRepeat: slide.getAttribute( 'data-background-repeat' ),\n\t\t\tbackgroundPosition: slide.getAttribute( 'data-background-position' ),\n\t\t\tbackgroundTransition: slide.getAttribute( 'data-background-transition' ),\n\t\t\tbackgroundOpacity: slide.getAttribute( 'data-background-opacity' ),\n\t\t};\n\n\t\tconst dataPreload = slide.hasAttribute( 'data-preload' );\n\n\t\t// Reset the prior background state in case this is not the\n\t\t// initial sync\n\t\tslide.classList.remove( 'has-dark-background' );\n\t\tslide.classList.remove( 'has-light-background' );\n\n\t\telement.removeAttribute( 'data-loaded' );\n\t\telement.removeAttribute( 'data-background-hash' );\n\t\telement.removeAttribute( 'data-background-size' );\n\t\telement.removeAttribute( 'data-background-transition' );\n\t\telement.style.backgroundColor = '';\n\n\t\tcontentElement.style.backgroundSize = '';\n\t\tcontentElement.style.backgroundRepeat = '';\n\t\tcontentElement.style.backgroundPosition = '';\n\t\tcontentElement.style.backgroundImage = '';\n\t\tcontentElement.style.opacity = '';\n\t\tcontentElement.innerHTML = '';\n\n\t\tif( data.background ) {\n\t\t\t// Auto-wrap image urls in url(...)\n\t\t\tif( /^(http|file|\\/\\/)/gi.test( data.background ) || /\\.(svg|png|jpg|jpeg|gif|bmp|webp)([?#\\s]|$)/gi.test( data.background ) ) {\n\t\t\t\tslide.setAttribute( 'data-background-image', data.background );\n\t\t\t}\n\t\t\telse {\n\t\t\t\telement.style.background = data.background;\n\t\t\t}\n\t\t}\n\n\t\t// Create a hash for this combination of background settings.\n\t\t// This is used to determine when two slide backgrounds are\n\t\t// the same.\n\t\tif( data.background || data.backgroundColor || data.backgroundGradient || data.backgroundImage || data.backgroundVideo || data.backgroundIframe ) {\n\t\t\telement.setAttribute( 'data-background-hash', data.background +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundSize +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundImage +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundVideo +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundIframe +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundColor +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundGradient +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundRepeat +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundPosition +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundTransition +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundOpacity );\n\t\t}\n\n\t\t// Additional and optional background properties\n\t\tif( data.backgroundSize ) element.setAttribute( 'data-background-size', data.backgroundSize );\n\t\tif( data.backgroundColor ) element.style.backgroundColor = data.backgroundColor;\n\t\tif( data.backgroundGradient ) element.style.backgroundImage = data.backgroundGradient;\n\t\tif( data.backgroundTransition ) element.setAttribute( 'data-background-transition', data.backgroundTransition );\n\n\t\tif( dataPreload ) element.setAttribute( 'data-preload', '' );\n\n\t\t// Background image options are set on the content wrapper\n\t\tif( data.backgroundSize ) contentElement.style.backgroundSize = data.backgroundSize;\n\t\tif( data.backgroundRepeat ) contentElement.style.backgroundRepeat = data.backgroundRepeat;\n\t\tif( data.backgroundPosition ) contentElement.style.backgroundPosition = data.backgroundPosition;\n\t\tif( data.backgroundOpacity ) contentElement.style.opacity = data.backgroundOpacity;\n\n\t\tconst contrastClass = this.getContrastClass( slide );\n\n\t\tif( typeof contrastClass === 'string' ) {\n\t\t\tslide.classList.add( contrastClass );\n\t\t}\n\n\t}\n\n\t/**\n\t * Returns a class name that can be applied to a slide to indicate\n\t * if it has a light or dark background.\n\t *\n\t * @param {*} slide\n\t *\n\t * @returns {string|null}\n\t */\n\tgetContrastClass( slide ) {\n\n\t\tconst element = slide.slideBackgroundElement;\n\n\t\t// If this slide has a background color, we add a class that\n\t\t// signals if it is light or dark. If the slide has no background\n\t\t// color, no class will be added\n\t\tlet contrastColor = slide.getAttribute( 'data-background-color' );\n\n\t\t// If no bg color was found, or it cannot be converted by colorToRgb, check the computed background\n\t\tif( !contrastColor || !colorToRgb( contrastColor ) ) {\n\t\t\tlet computedBackgroundStyle = window.getComputedStyle( element );\n\t\t\tif( computedBackgroundStyle && computedBackgroundStyle.backgroundColor ) {\n\t\t\t\tcontrastColor = computedBackgroundStyle.backgroundColor;\n\t\t\t}\n\t\t}\n\n\t\tif( contrastColor ) {\n\t\t\tconst rgb = colorToRgb( contrastColor );\n\n\t\t\t// Ignore fully transparent backgrounds. Some browsers return\n\t\t\t// rgba(0,0,0,0) when reading the computed background color of\n\t\t\t// an element with no background\n\t\t\tif( rgb && rgb.a !== 0 ) {\n\t\t\t\tif( colorBrightness( contrastColor ) < 128 ) {\n\t\t\t\t\treturn 'has-dark-background';\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\treturn 'has-light-background';\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\treturn null;\n\n\t}\n\n\t/**\n\t * Bubble the 'has-light-background'/'has-dark-background' classes.\n\t */\n\tbubbleSlideContrastClassToElement( slide, target ) {\n\n\t\t[ 'has-light-background', 'has-dark-background' ].forEach( classToBubble => {\n\t\t\tif( slide.classList.contains( classToBubble ) ) {\n\t\t\t\ttarget.classList.add( classToBubble );\n\t\t\t}\n\t\t\telse {\n\t\t\t\ttarget.classList.remove( classToBubble );\n\t\t\t}\n\t\t}, this );\n\n\t}\n\n\t/**\n\t * Updates the background elements to reflect the current\n\t * slide.\n\t *\n\t * @param {boolean} includeAll If true, the backgrounds of\n\t * all vertical slides (not just the present) will be updated.\n\t */\n\tupdate( includeAll = false ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tlet indices = this.Reveal.getIndices();\n\n\t\tlet currentBackground = null;\n\n\t\t// Reverse past/future classes when in RTL mode\n\t\tlet horizontalPast = config.rtl ? 'future' : 'past',\n\t\t\thorizontalFuture = config.rtl ? 'past' : 'future';\n\n\t\t// Update the classes of all backgrounds to match the\n\t\t// states of their slides (past/present/future)\n\t\tArray.from( this.element.childNodes ).forEach( ( backgroundh, h ) => {\n\n\t\t\tbackgroundh.classList.remove( 'past', 'present', 'future' );\n\n\t\t\tif( h < indices.h ) {\n\t\t\t\tbackgroundh.classList.add( horizontalPast );\n\t\t\t}\n\t\t\telse if ( h > indices.h ) {\n\t\t\t\tbackgroundh.classList.add( horizontalFuture );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tbackgroundh.classList.add( 'present' );\n\n\t\t\t\t// Store a reference to the current background element\n\t\t\t\tcurrentBackground = backgroundh;\n\t\t\t}\n\n\t\t\tif( includeAll || h === indices.h ) {\n\t\t\t\tqueryAll( backgroundh, '.slide-background' ).forEach( ( backgroundv, v ) => {\n\n\t\t\t\t\tbackgroundv.classList.remove( 'past', 'present', 'future' );\n\n\t\t\t\t\tconst indexv = typeof indices.v === 'number' ? indices.v : 0;\n\n\t\t\t\t\tif( v < indexv ) {\n\t\t\t\t\t\tbackgroundv.classList.add( 'past' );\n\t\t\t\t\t}\n\t\t\t\t\telse if ( v > indexv ) {\n\t\t\t\t\t\tbackgroundv.classList.add( 'future' );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tbackgroundv.classList.add( 'present' );\n\n\t\t\t\t\t\t// Only if this is the present horizontal and vertical slide\n\t\t\t\t\t\tif( h === indices.h ) currentBackground = backgroundv;\n\t\t\t\t\t}\n\n\t\t\t\t} );\n\t\t\t}\n\n\t\t} );\n\n\t\t// The previous background may refer to a DOM element that has\n\t\t// been removed after a presentation is synced & bgs are recreated\n\t\tif( this.previousBackground && !this.previousBackground.closest( 'body' ) ) {\n\t\t\tthis.previousBackground = null;\n\t\t}\n\n\t\tif( currentBackground && this.previousBackground ) {\n\n\t\t\t// Don't transition between identical backgrounds. This\n\t\t\t// prevents unwanted flicker.\n\t\t\tlet previousBackgroundHash = this.previousBackground.getAttribute( 'data-background-hash' );\n\t\t\tlet currentBackgroundHash = currentBackground.getAttribute( 'data-background-hash' );\n\n\t\t\tif( currentBackgroundHash && currentBackgroundHash === previousBackgroundHash && currentBackground !== this.previousBackground ) {\n\t\t\t\tthis.element.classList.add( 'no-transition' );\n\n\t\t\t\t// If multiple slides have the same background video, carry\n\t\t\t\t// the <video> element forward so that it plays continuously\n\t\t\t\t// across multiple slides\n\t\t\t\tconst currentVideo = currentBackground.querySelector( 'video' );\n\t\t\t\tconst previousVideo = this.previousBackground.querySelector( 'video' );\n\n\t\t\t\tif( currentVideo && previousVideo ) {\n\n\t\t\t\t\tconst currentVideoParent = currentVideo.parentNode;\n\t\t\t\t\tconst previousVideoParent = previousVideo.parentNode;\n\n\t\t\t\t\t// Swap the two videos\n\t\t\t\t\tpreviousVideoParent.appendChild( currentVideo );\n\t\t\t\t\tcurrentVideoParent.appendChild( previousVideo );\n\n\t\t\t\t}\n\t\t\t}\n\n\t\t}\n\n\t\t// Stop content inside of previous backgrounds\n\t\tif( this.previousBackground ) {\n\n\t\t\tthis.Reveal.slideContent.stopEmbeddedContent( this.previousBackground, { unloadIframes: !this.Reveal.slideContent.shouldPreload( this.previousBackground ) } );\n\n\t\t}\n\n\t\t// Start content in the current background\n\t\tif( currentBackground ) {\n\n\t\t\tthis.Reveal.slideContent.startEmbeddedContent( currentBackground );\n\n\t\t\tlet currentBackgroundContent = currentBackground.querySelector( '.slide-background-content' );\n\t\t\tif( currentBackgroundContent ) {\n\n\t\t\t\tlet backgroundImageURL = currentBackgroundContent.style.backgroundImage || '';\n\n\t\t\t\t// Restart GIFs (doesn't work in Firefox)\n\t\t\t\tif( /\\.gif/i.test( backgroundImageURL ) ) {\n\t\t\t\t\tcurrentBackgroundContent.style.backgroundImage = '';\n\t\t\t\t\twindow.getComputedStyle( currentBackgroundContent ).opacity;\n\t\t\t\t\tcurrentBackgroundContent.style.backgroundImage = backgroundImageURL;\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t\tthis.previousBackground = currentBackground;\n\n\t\t}\n\n\t\t// If there's a background brightness flag for this slide,\n\t\t// bubble it to the .reveal container\n\t\tif( currentSlide ) {\n\t\t\tthis.bubbleSlideContrastClassToElement( currentSlide, this.Reveal.getRevealElement() );\n\t\t}\n\n\t\t// Allow the first background to apply without transition\n\t\tsetTimeout( () => {\n\t\t\tthis.element.classList.remove( 'no-transition' );\n\t\t}, 10 );\n\n\t}\n\n\t/**\n\t * Updates the position of the parallax background based\n\t * on the current slide index.\n\t */\n\tupdateParallax() {\n\n\t\tlet indices = this.Reveal.getIndices();\n\n\t\tif( this.Reveal.getConfig().parallaxBackgroundImage ) {\n\n\t\t\tlet horizontalSlides = this.Reveal.getHorizontalSlides(),\n\t\t\t\tverticalSlides = this.Reveal.getVerticalSlides();\n\n\t\t\tlet backgroundSize = this.element.style.backgroundSize.split( ' ' ),\n\t\t\t\tbackgroundWidth, backgroundHeight;\n\n\t\t\tif( backgroundSize.length === 1 ) {\n\t\t\t\tbackgroundWidth = backgroundHeight = parseInt( backgroundSize[0], 10 );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tbackgroundWidth = parseInt( backgroundSize[0], 10 );\n\t\t\t\tbackgroundHeight = parseInt( backgroundSize[1], 10 );\n\t\t\t}\n\n\t\t\tlet slideWidth = this.element.offsetWidth,\n\t\t\t\thorizontalSlideCount = horizontalSlides.length,\n\t\t\t\thorizontalOffsetMultiplier,\n\t\t\t\thorizontalOffset;\n\n\t\t\tif( typeof this.Reveal.getConfig().parallaxBackgroundHorizontal === 'number' ) {\n\t\t\t\thorizontalOffsetMultiplier = this.Reveal.getConfig().parallaxBackgroundHorizontal;\n\t\t\t}\n\t\t\telse {\n\t\t\t\thorizontalOffsetMultiplier = horizontalSlideCount > 1 ? ( backgroundWidth - slideWidth ) / ( horizontalSlideCount-1 ) : 0;\n\t\t\t}\n\n\t\t\thorizontalOffset = horizontalOffsetMultiplier * indices.h * -1;\n\n\t\t\tlet slideHeight = this.element.offsetHeight,\n\t\t\t\tverticalSlideCount = verticalSlides.length,\n\t\t\t\tverticalOffsetMultiplier,\n\t\t\t\tverticalOffset;\n\n\t\t\tif( typeof this.Reveal.getConfig().parallaxBackgroundVertical === 'number' ) {\n\t\t\t\tverticalOffsetMultiplier = this.Reveal.getConfig().parallaxBackgroundVertical;\n\t\t\t}\n\t\t\telse {\n\t\t\t\tverticalOffsetMultiplier = ( backgroundHeight - slideHeight ) / ( verticalSlideCount-1 );\n\t\t\t}\n\n\t\t\tverticalOffset = verticalSlideCount > 0 ?  verticalOffsetMultiplier * indices.v : 0;\n\n\t\t\tthis.element.style.backgroundPosition = horizontalOffset + 'px ' + -verticalOffset + 'px';\n\n\t\t}\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.element.remove();\n\n\t}\n\n}\n","import { queryAll, extend, createStyleSheet, matches, closest } from '../utils/util.js'\nimport { FRAGMENT_STYLE_REGEX } from '../utils/constants.js'\n\n// Counter used to generate unique IDs for auto-animated elements\nlet autoAnimateCounter = 0;\n\n/**\n * Automatically animates matching elements across\n * slides with the [data-auto-animate] attribute.\n */\nexport default class AutoAnimate {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\t/**\n\t * Runs an auto-animation between the given slides.\n\t *\n\t * @param  {HTMLElement} fromSlide\n\t * @param  {HTMLElement} toSlide\n\t */\n\trun( fromSlide, toSlide ) {\n\n\t\t// Clean up after prior animations\n\t\tthis.reset();\n\n\t\tlet allSlides = this.Reveal.getSlides();\n\t\tlet toSlideIndex = allSlides.indexOf( toSlide );\n\t\tlet fromSlideIndex = allSlides.indexOf( fromSlide );\n\n\t\t// Ensure that;\n\t\t// 1. Both slides exist.\n\t\t// 2. Both slides are auto-animate targets with the same\n\t\t//    data-auto-animate-id value (including null if absent on both).\n\t\t// 3. data-auto-animate-restart isn't set on the physically latter\n\t\t//    slide (independent of slide direction).\n\t\tif( fromSlide && toSlide && fromSlide.hasAttribute( 'data-auto-animate' ) && toSlide.hasAttribute( 'data-auto-animate' )\n\t\t\t\t&& fromSlide.getAttribute( 'data-auto-animate-id' ) === toSlide.getAttribute( 'data-auto-animate-id' ) \n\t\t\t\t&& !( toSlideIndex > fromSlideIndex ? toSlide : fromSlide ).hasAttribute( 'data-auto-animate-restart' ) ) {\n\n\t\t\t// Create a new auto-animate sheet\n\t\t\tthis.autoAnimateStyleSheet = this.autoAnimateStyleSheet || createStyleSheet();\n\n\t\t\tlet animationOptions = this.getAutoAnimateOptions( toSlide );\n\n\t\t\t// Set our starting state\n\t\t\tfromSlide.dataset.autoAnimate = 'pending';\n\t\t\ttoSlide.dataset.autoAnimate = 'pending';\n\n\t\t\t// Flag the navigation direction, needed for fragment buildup\n\t\t\tanimationOptions.slideDirection = toSlideIndex > fromSlideIndex ? 'forward' : 'backward';\n\n\t\t\t// If the from-slide is hidden because it has moved outside\n\t\t\t// the view distance, we need to temporarily show it while\n\t\t\t// measuring\n\t\t\tlet fromSlideIsHidden = fromSlide.style.display === 'none';\n\t\t\tif( fromSlideIsHidden ) fromSlide.style.display = this.Reveal.getConfig().display;\n\n\t\t\t// Inject our auto-animate styles for this transition\n\t\t\tlet css = this.getAutoAnimatableElements( fromSlide, toSlide ).map( elements => {\n\t\t\t\treturn this.autoAnimateElements( elements.from, elements.to, elements.options || {}, animationOptions, autoAnimateCounter++ );\n\t\t\t} );\n\n\t\t\tif( fromSlideIsHidden ) fromSlide.style.display = 'none';\n\n\t\t\t// Animate unmatched elements, if enabled\n\t\t\tif( toSlide.dataset.autoAnimateUnmatched !== 'false' && this.Reveal.getConfig().autoAnimateUnmatched === true ) {\n\n\t\t\t\t// Our default timings for unmatched elements\n\t\t\t\tlet defaultUnmatchedDuration = animationOptions.duration * 0.8,\n\t\t\t\t\tdefaultUnmatchedDelay = animationOptions.duration * 0.2;\n\n\t\t\t\tthis.getUnmatchedAutoAnimateElements( toSlide ).forEach( unmatchedElement => {\n\n\t\t\t\t\tlet unmatchedOptions = this.getAutoAnimateOptions( unmatchedElement, animationOptions );\n\t\t\t\t\tlet id = 'unmatched';\n\n\t\t\t\t\t// If there is a duration or delay set specifically for this\n\t\t\t\t\t// element our unmatched elements should adhere to those\n\t\t\t\t\tif( unmatchedOptions.duration !== animationOptions.duration || unmatchedOptions.delay !== animationOptions.delay ) {\n\t\t\t\t\t\tid = 'unmatched-' + autoAnimateCounter++;\n\t\t\t\t\t\tcss.push( `[data-auto-animate=\"running\"] [data-auto-animate-target=\"${id}\"] { transition: opacity ${unmatchedOptions.duration}s ease ${unmatchedOptions.delay}s; }` );\n\t\t\t\t\t}\n\n\t\t\t\t\tunmatchedElement.dataset.autoAnimateTarget = id;\n\n\t\t\t\t}, this );\n\n\t\t\t\t// Our default transition for unmatched elements\n\t\t\t\tcss.push( `[data-auto-animate=\"running\"] [data-auto-animate-target=\"unmatched\"] { transition: opacity ${defaultUnmatchedDuration}s ease ${defaultUnmatchedDelay}s; }` );\n\n\t\t\t}\n\n\t\t\t// Setting the whole chunk of CSS at once is the most\n\t\t\t// efficient way to do this. Using sheet.insertRule\n\t\t\t// is multiple factors slower.\n\t\t\tthis.autoAnimateStyleSheet.innerHTML = css.join( '' );\n\n\t\t\t// Start the animation next cycle\n\t\t\trequestAnimationFrame( () => {\n\t\t\t\tif( this.autoAnimateStyleSheet ) {\n\t\t\t\t\t// This forces our newly injected styles to be applied in Firefox\n\t\t\t\t\tgetComputedStyle( this.autoAnimateStyleSheet ).fontWeight;\n\n\t\t\t\t\ttoSlide.dataset.autoAnimate = 'running';\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'autoanimate',\n\t\t\t\tdata: {\n\t\t\t\t\tfromSlide,\n\t\t\t\t\ttoSlide,\n\t\t\t\t\tsheet: this.autoAnimateStyleSheet\n\t\t\t\t}\n\t\t\t});\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Rolls back all changes that we've made to the DOM so\n\t * that as part of animating.\n\t */\n\treset() {\n\n\t\t// Reset slides\n\t\tqueryAll( this.Reveal.getRevealElement(), '[data-auto-animate]:not([data-auto-animate=\"\"])' ).forEach( element => {\n\t\t\telement.dataset.autoAnimate = '';\n\t\t} );\n\n\t\t// Reset elements\n\t\tqueryAll( this.Reveal.getRevealElement(), '[data-auto-animate-target]' ).forEach( element => {\n\t\t\tdelete element.dataset.autoAnimateTarget;\n\t\t} );\n\n\t\t// Remove the animation sheet\n\t\tif( this.autoAnimateStyleSheet && this.autoAnimateStyleSheet.parentNode ) {\n\t\t\tthis.autoAnimateStyleSheet.parentNode.removeChild( this.autoAnimateStyleSheet );\n\t\t\tthis.autoAnimateStyleSheet = null;\n\t\t}\n\n\t}\n\n\t/**\n\t * Creates a FLIP animation where the `to` element starts out\n\t * in the `from` element position and animates to its original\n\t * state.\n\t *\n\t * @param {HTMLElement} from\n\t * @param {HTMLElement} to\n\t * @param {Object} elementOptions Options for this element pair\n\t * @param {Object} animationOptions Options set at the slide level\n\t * @param {String} id Unique ID that we can use to identify this\n\t * auto-animate element in the DOM\n\t */\n\tautoAnimateElements( from, to, elementOptions, animationOptions, id ) {\n\n\t\t// 'from' elements are given a data-auto-animate-target with no value,\n\t\t// 'to' elements are are given a data-auto-animate-target with an ID\n\t\tfrom.dataset.autoAnimateTarget = '';\n\t\tto.dataset.autoAnimateTarget = id;\n\n\t\t// Each element may override any of the auto-animate options\n\t\t// like transition easing, duration and delay via data-attributes\n\t\tlet options = this.getAutoAnimateOptions( to, animationOptions );\n\n\t\t// If we're using a custom element matcher the element options\n\t\t// may contain additional transition overrides\n\t\tif( typeof elementOptions.delay !== 'undefined' ) options.delay = elementOptions.delay;\n\t\tif( typeof elementOptions.duration !== 'undefined' ) options.duration = elementOptions.duration;\n\t\tif( typeof elementOptions.easing !== 'undefined' ) options.easing = elementOptions.easing;\n\n\t\tlet fromProps = this.getAutoAnimatableProperties( 'from', from, elementOptions ),\n\t\t\ttoProps = this.getAutoAnimatableProperties( 'to', to, elementOptions );\n\n\t\t// Maintain fragment visibility for matching elements when\n\t\t// we're navigating forwards, this way the viewer won't need\n\t\t// to step through the same fragments twice\n\t\tif( to.classList.contains( 'fragment' ) ) {\n\n\t\t\t// Don't auto-animate the opacity of fragments to avoid\n\t\t\t// conflicts with fragment animations\n\t\t\tdelete toProps.styles['opacity'];\n\n\t\t\tif( from.classList.contains( 'fragment' ) ) {\n\n\t\t\t\tlet fromFragmentStyle = ( from.className.match( FRAGMENT_STYLE_REGEX ) || [''] )[0];\n\t\t\t\tlet toFragmentStyle = ( to.className.match( FRAGMENT_STYLE_REGEX ) || [''] )[0];\n\n\t\t\t\t// Only skip the fragment if the fragment animation style\n\t\t\t\t// remains unchanged\n\t\t\t\tif( fromFragmentStyle === toFragmentStyle && animationOptions.slideDirection === 'forward' ) {\n\t\t\t\t\tto.classList.add( 'visible', 'disabled' );\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}\n\n\t\t// If translation and/or scaling are enabled, css transform\n\t\t// the 'to' element so that it matches the position and size\n\t\t// of the 'from' element\n\t\tif( elementOptions.translate !== false || elementOptions.scale !== false ) {\n\n\t\t\tlet presentationScale = this.Reveal.getScale();\n\n\t\t\tlet delta = {\n\t\t\t\tx: ( fromProps.x - toProps.x ) / presentationScale,\n\t\t\t\ty: ( fromProps.y - toProps.y ) / presentationScale,\n\t\t\t\tscaleX: fromProps.width / toProps.width,\n\t\t\t\tscaleY: fromProps.height / toProps.height\n\t\t\t};\n\n\t\t\t// Limit decimal points to avoid 0.0001px blur and stutter\n\t\t\tdelta.x = Math.round( delta.x * 1000 ) / 1000;\n\t\t\tdelta.y = Math.round( delta.y * 1000 ) / 1000;\n\t\t\tdelta.scaleX = Math.round( delta.scaleX * 1000 ) / 1000;\n\t\t\tdelta.scaleX = Math.round( delta.scaleX * 1000 ) / 1000;\n\n\t\t\tlet translate = elementOptions.translate !== false && ( delta.x !== 0 || delta.y !== 0 ),\n\t\t\t\tscale = elementOptions.scale !== false && ( delta.scaleX !== 0 || delta.scaleY !== 0 );\n\n\t\t\t// No need to transform if nothing's changed\n\t\t\tif( translate || scale ) {\n\n\t\t\t\tlet transform = [];\n\n\t\t\t\tif( translate ) transform.push( `translate(${delta.x}px, ${delta.y}px)` );\n\t\t\t\tif( scale ) transform.push( `scale(${delta.scaleX}, ${delta.scaleY})` );\n\n\t\t\t\tfromProps.styles['transform'] = transform.join( ' ' );\n\t\t\t\tfromProps.styles['transform-origin'] = 'top left';\n\n\t\t\t\ttoProps.styles['transform'] = 'none';\n\n\t\t\t}\n\n\t\t}\n\n\t\t// Delete all unchanged 'to' styles\n\t\tfor( let propertyName in toProps.styles ) {\n\t\t\tconst toValue = toProps.styles[propertyName];\n\t\t\tconst fromValue = fromProps.styles[propertyName];\n\n\t\t\tif( toValue === fromValue ) {\n\t\t\t\tdelete toProps.styles[propertyName];\n\t\t\t}\n\t\t\telse {\n\t\t\t\t// If these property values were set via a custom matcher providing\n\t\t\t\t// an explicit 'from' and/or 'to' value, we always inject those values.\n\t\t\t\tif( toValue.explicitValue === true ) {\n\t\t\t\t\ttoProps.styles[propertyName] = toValue.value;\n\t\t\t\t}\n\n\t\t\t\tif( fromValue.explicitValue === true ) {\n\t\t\t\t\tfromProps.styles[propertyName] = fromValue.value;\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tlet css = '';\n\n\t\tlet toStyleProperties = Object.keys( toProps.styles );\n\n\t\t// Only create animate this element IF at least one style\n\t\t// property has changed\n\t\tif( toStyleProperties.length > 0 ) {\n\n\t\t\t// Instantly move to the 'from' state\n\t\t\tfromProps.styles['transition'] = 'none';\n\n\t\t\t// Animate towards the 'to' state\n\t\t\ttoProps.styles['transition'] = `all ${options.duration}s ${options.easing} ${options.delay}s`;\n\t\t\ttoProps.styles['transition-property'] = toStyleProperties.join( ', ' );\n\t\t\ttoProps.styles['will-change'] = toStyleProperties.join( ', ' );\n\n\t\t\t// Build up our custom CSS. We need to override inline styles\n\t\t\t// so we need to make our styles vErY IMPORTANT!1!!\n\t\t\tlet fromCSS = Object.keys( fromProps.styles ).map( propertyName => {\n\t\t\t\treturn propertyName + ': ' + fromProps.styles[propertyName] + ' !important;';\n\t\t\t} ).join( '' );\n\n\t\t\tlet toCSS = Object.keys( toProps.styles ).map( propertyName => {\n\t\t\t\treturn propertyName + ': ' + toProps.styles[propertyName] + ' !important;';\n\t\t\t} ).join( '' );\n\n\t\t\tcss = \t'[data-auto-animate-target=\"'+ id +'\"] {'+ fromCSS +'}' +\n\t\t\t\t\t'[data-auto-animate=\"running\"] [data-auto-animate-target=\"'+ id +'\"] {'+ toCSS +'}';\n\n\t\t}\n\n\t\treturn css;\n\n\t}\n\n\t/**\n\t * Returns the auto-animate options for the given element.\n\t *\n\t * @param {HTMLElement} element Element to pick up options\n\t * from, either a slide or an animation target\n\t * @param {Object} [inheritedOptions] Optional set of existing\n\t * options\n\t */\n\tgetAutoAnimateOptions( element, inheritedOptions ) {\n\n\t\tlet options = {\n\t\t\teasing: this.Reveal.getConfig().autoAnimateEasing,\n\t\t\tduration: this.Reveal.getConfig().autoAnimateDuration,\n\t\t\tdelay: 0\n\t\t};\n\n\t\toptions = extend( options, inheritedOptions );\n\n\t\t// Inherit options from parent elements\n\t\tif( element.parentNode ) {\n\t\t\tlet autoAnimatedParent = closest( element.parentNode, '[data-auto-animate-target]' );\n\t\t\tif( autoAnimatedParent ) {\n\t\t\t\toptions = this.getAutoAnimateOptions( autoAnimatedParent, options );\n\t\t\t}\n\t\t}\n\n\t\tif( element.dataset.autoAnimateEasing ) {\n\t\t\toptions.easing = element.dataset.autoAnimateEasing;\n\t\t}\n\n\t\tif( element.dataset.autoAnimateDuration ) {\n\t\t\toptions.duration = parseFloat( element.dataset.autoAnimateDuration );\n\t\t}\n\n\t\tif( element.dataset.autoAnimateDelay ) {\n\t\t\toptions.delay = parseFloat( element.dataset.autoAnimateDelay );\n\t\t}\n\n\t\treturn options;\n\n\t}\n\n\t/**\n\t * Returns an object containing all of the properties\n\t * that can be auto-animated for the given element and\n\t * their current computed values.\n\t *\n\t * @param {String} direction 'from' or 'to'\n\t */\n\tgetAutoAnimatableProperties( direction, element, elementOptions ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\n\t\tlet properties = { styles: [] };\n\n\t\t// Position and size\n\t\tif( elementOptions.translate !== false || elementOptions.scale !== false ) {\n\t\t\tlet bounds;\n\n\t\t\t// Custom auto-animate may optionally return a custom tailored\n\t\t\t// measurement function\n\t\t\tif( typeof elementOptions.measure === 'function' ) {\n\t\t\t\tbounds = elementOptions.measure( element );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tif( config.center ) {\n\t\t\t\t\t// More precise, but breaks when used in combination\n\t\t\t\t\t// with zoom for scaling the deck ¯\\_(ツ)_/¯\n\t\t\t\t\tbounds = element.getBoundingClientRect();\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tlet scale = this.Reveal.getScale();\n\t\t\t\t\tbounds = {\n\t\t\t\t\t\tx: element.offsetLeft * scale,\n\t\t\t\t\t\ty: element.offsetTop * scale,\n\t\t\t\t\t\twidth: element.offsetWidth * scale,\n\t\t\t\t\t\theight: element.offsetHeight * scale\n\t\t\t\t\t};\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tproperties.x = bounds.x;\n\t\t\tproperties.y = bounds.y;\n\t\t\tproperties.width = bounds.width;\n\t\t\tproperties.height = bounds.height;\n\t\t}\n\n\t\tconst computedStyles = getComputedStyle( element );\n\n\t\t// CSS styles\n\t\t( elementOptions.styles || config.autoAnimateStyles ).forEach( style => {\n\t\t\tlet value;\n\n\t\t\t// `style` is either the property name directly, or an object\n\t\t\t// definition of a style property\n\t\t\tif( typeof style === 'string' ) style = { property: style };\n\n\t\t\tif( typeof style.from !== 'undefined' && direction === 'from' ) {\n\t\t\t\tvalue = { value: style.from, explicitValue: true };\n\t\t\t}\n\t\t\telse if( typeof style.to !== 'undefined' && direction === 'to' ) {\n\t\t\t\tvalue = { value: style.to, explicitValue: true };\n\t\t\t}\n\t\t\telse {\n\t\t\t\t// Use a unitless value for line-height so that it inherits properly\n\t\t\t\tif( style.property === 'line-height' ) {\n\t\t\t\t\tvalue = parseFloat( computedStyles['line-height'] ) / parseFloat( computedStyles['font-size'] );\n\t\t\t\t}\n\n\t\t\t\tif( isNaN(value) ) {\n\t\t\t\t\tvalue = computedStyles[style.property];\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tif( value !== '' ) {\n\t\t\t\tproperties.styles[style.property] = value;\n\t\t\t}\n\t\t} );\n\n\t\treturn properties;\n\n\t}\n\n\t/**\n\t * Get a list of all element pairs that we can animate\n\t * between the given slides.\n\t *\n\t * @param {HTMLElement} fromSlide\n\t * @param {HTMLElement} toSlide\n\t *\n\t * @return {Array} Each value is an array where [0] is\n\t * the element we're animating from and [1] is the\n\t * element we're animating to\n\t */\n\tgetAutoAnimatableElements( fromSlide, toSlide ) {\n\n\t\tlet matcher = typeof this.Reveal.getConfig().autoAnimateMatcher === 'function' ? this.Reveal.getConfig().autoAnimateMatcher : this.getAutoAnimatePairs;\n\n\t\tlet pairs = matcher.call( this, fromSlide, toSlide );\n\n\t\tlet reserved = [];\n\n\t\t// Remove duplicate pairs\n\t\treturn pairs.filter( ( pair, index ) => {\n\t\t\tif( reserved.indexOf( pair.to ) === -1 ) {\n\t\t\t\treserved.push( pair.to );\n\t\t\t\treturn true;\n\t\t\t}\n\t\t} );\n\n\t}\n\n\t/**\n\t * Identifies matching elements between slides.\n\t *\n\t * You can specify a custom matcher function by using\n\t * the `autoAnimateMatcher` config option.\n\t */\n\tgetAutoAnimatePairs( fromSlide, toSlide ) {\n\n\t\tlet pairs = [];\n\n\t\tconst codeNodes = 'pre';\n\t\tconst textNodes = 'h1, h2, h3, h4, h5, h6, p, li';\n\t\tconst mediaNodes = 'img, video, iframe';\n\n\t\t// Explicit matches via data-id\n\t\tthis.findAutoAnimateMatches( pairs, fromSlide, toSlide, '[data-id]', node => {\n\t\t\treturn node.nodeName + ':::' + node.getAttribute( 'data-id' );\n\t\t} );\n\n\t\t// Text\n\t\tthis.findAutoAnimateMatches( pairs, fromSlide, toSlide, textNodes, node => {\n\t\t\treturn node.nodeName + ':::' + node.innerText;\n\t\t} );\n\n\t\t// Media\n\t\tthis.findAutoAnimateMatches( pairs, fromSlide, toSlide, mediaNodes, node => {\n\t\t\treturn node.nodeName + ':::' + ( node.getAttribute( 'src' ) || node.getAttribute( 'data-src' ) );\n\t\t} );\n\n\t\t// Code\n\t\tthis.findAutoAnimateMatches( pairs, fromSlide, toSlide, codeNodes, node => {\n\t\t\treturn node.nodeName + ':::' + node.innerText;\n\t\t} );\n\n\t\tpairs.forEach( pair => {\n\t\t\t// Disable scale transformations on text nodes, we transition\n\t\t\t// each individual text property instead\n\t\t\tif( matches( pair.from, textNodes ) ) {\n\t\t\t\tpair.options = { scale: false };\n\t\t\t}\n\t\t\t// Animate individual lines of code\n\t\t\telse if( matches( pair.from, codeNodes ) ) {\n\n\t\t\t\t// Transition the code block's width and height instead of scaling\n\t\t\t\t// to prevent its content from being squished\n\t\t\t\tpair.options = { scale: false, styles: [ 'width', 'height' ] };\n\n\t\t\t\t// Lines of code\n\t\t\t\tthis.findAutoAnimateMatches( pairs, pair.from, pair.to, '.hljs .hljs-ln-code', node => {\n\t\t\t\t\treturn node.textContent;\n\t\t\t\t}, {\n\t\t\t\t\tscale: false,\n\t\t\t\t\tstyles: [],\n\t\t\t\t\tmeasure: this.getLocalBoundingBox.bind( this )\n\t\t\t\t} );\n\n\t\t\t\t// Line numbers\n\t\t\t\tthis.findAutoAnimateMatches( pairs, pair.from, pair.to, '.hljs .hljs-ln-numbers[data-line-number]', node => {\n\t\t\t\t\treturn node.getAttribute( 'data-line-number' );\n\t\t\t\t}, {\n\t\t\t\t\tscale: false,\n\t\t\t\t\tstyles: [ 'width' ],\n\t\t\t\t\tmeasure: this.getLocalBoundingBox.bind( this )\n\t\t\t\t} );\n\n\t\t\t}\n\n\t\t}, this );\n\n\t\treturn pairs;\n\n\t}\n\n\t/**\n\t * Helper method which returns a bounding box based on\n\t * the given elements offset coordinates.\n\t *\n\t * @param {HTMLElement} element\n\t * @return {Object} x, y, width, height\n\t */\n\tgetLocalBoundingBox( element ) {\n\n\t\tconst presentationScale = this.Reveal.getScale();\n\n\t\treturn {\n\t\t\tx: Math.round( ( element.offsetLeft * presentationScale ) * 100 ) / 100,\n\t\t\ty: Math.round( ( element.offsetTop * presentationScale ) * 100 ) / 100,\n\t\t\twidth: Math.round( ( element.offsetWidth * presentationScale ) * 100 ) / 100,\n\t\t\theight: Math.round( ( element.offsetHeight * presentationScale ) * 100 ) / 100\n\t\t};\n\n\t}\n\n\t/**\n\t * Finds matching elements between two slides.\n\t *\n\t * @param {Array} pairs            \tList of pairs to push matches to\n\t * @param {HTMLElement} fromScope   Scope within the from element exists\n\t * @param {HTMLElement} toScope     Scope within the to element exists\n\t * @param {String} selector         CSS selector of the element to match\n\t * @param {Function} serializer     A function that accepts an element and returns\n\t *                                  a stringified ID based on its contents\n\t * @param {Object} animationOptions Optional config options for this pair\n\t */\n\tfindAutoAnimateMatches( pairs, fromScope, toScope, selector, serializer, animationOptions ) {\n\n\t\tlet fromMatches = {};\n\t\tlet toMatches = {};\n\n\t\t[].slice.call( fromScope.querySelectorAll( selector ) ).forEach( ( element, i ) => {\n\t\t\tconst key = serializer( element );\n\t\t\tif( typeof key === 'string' && key.length ) {\n\t\t\t\tfromMatches[key] = fromMatches[key] || [];\n\t\t\t\tfromMatches[key].push( element );\n\t\t\t}\n\t\t} );\n\n\t\t[].slice.call( toScope.querySelectorAll( selector ) ).forEach( ( element, i ) => {\n\t\t\tconst key = serializer( element );\n\t\t\ttoMatches[key] = toMatches[key] || [];\n\t\t\ttoMatches[key].push( element );\n\n\t\t\tlet fromElement;\n\n\t\t\t// Retrieve the 'from' element\n\t\t\tif( fromMatches[key] ) {\n\t\t\t\tconst primaryIndex = toMatches[key].length - 1;\n\t\t\t\tconst secondaryIndex = fromMatches[key].length - 1;\n\n\t\t\t\t// If there are multiple identical from elements, retrieve\n\t\t\t\t// the one at the same index as our to-element.\n\t\t\t\tif( fromMatches[key][ primaryIndex ] ) {\n\t\t\t\t\tfromElement = fromMatches[key][ primaryIndex ];\n\t\t\t\t\tfromMatches[key][ primaryIndex ] = null;\n\t\t\t\t}\n\t\t\t\t// If there are no matching from-elements at the same index,\n\t\t\t\t// use the last one.\n\t\t\t\telse if( fromMatches[key][ secondaryIndex ] ) {\n\t\t\t\t\tfromElement = fromMatches[key][ secondaryIndex ];\n\t\t\t\t\tfromMatches[key][ secondaryIndex ] = null;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// If we've got a matching pair, push it to the list of pairs\n\t\t\tif( fromElement ) {\n\t\t\t\tpairs.push({\n\t\t\t\t\tfrom: fromElement,\n\t\t\t\t\tto: element,\n\t\t\t\t\toptions: animationOptions\n\t\t\t\t});\n\t\t\t}\n\t\t} );\n\n\t}\n\n\t/**\n\t * Returns a all elements within the given scope that should\n\t * be considered unmatched in an auto-animate transition. If\n\t * fading of unmatched elements is turned on, these elements\n\t * will fade when going between auto-animate slides.\n\t *\n\t * Note that parents of auto-animate targets are NOT considered\n\t * unmatched since fading them would break the auto-animation.\n\t *\n\t * @param {HTMLElement} rootElement\n\t * @return {Array}\n\t */\n\tgetUnmatchedAutoAnimateElements( rootElement ) {\n\n\t\treturn [].slice.call( rootElement.children ).reduce( ( result, element ) => {\n\n\t\t\tconst containsAnimatedElements = element.querySelector( '[data-auto-animate-target]' );\n\n\t\t\t// The element is unmatched if\n\t\t\t// - It is not an auto-animate target\n\t\t\t// - It does not contain any auto-animate targets\n\t\t\tif( !element.hasAttribute( 'data-auto-animate-target' ) && !containsAnimatedElements ) {\n\t\t\t\tresult.push( element );\n\t\t\t}\n\n\t\t\tif( element.querySelector( '[data-auto-animate-target]' ) ) {\n\t\t\t\tresult = result.concat( this.getUnmatchedAutoAnimateElements( element ) );\n\t\t\t}\n\n\t\t\treturn result;\n\n\t\t}, [] );\n\n\t}\n\n}\n","import { HORIZONTAL_SLIDES_SELECTOR, HORIZONTAL_BACKGROUNDS_SELECTOR } from '../utils/constants.js'\nimport { queryAll } from '../utils/util.js'\n\nconst HIDE_SCROLLBAR_TIMEOUT = 500;\nconst MAX_PROGRESS_SPACING = 4;\nconst MIN_PROGRESS_SEGMENT_HEIGHT = 6;\nconst MIN_PLAYHEAD_HEIGHT = 8;\n\n/**\n * The scroll view lets you read a reveal.js presentation\n * as a linear scrollable page.\n */\nexport default class ScrollView {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.active = false;\n\t\tthis.activatedCallbacks = [];\n\n\t\tthis.onScroll = this.onScroll.bind( this );\n\n\t}\n\n\t/**\n\t * Activates the scroll view. This rearranges the presentation DOM\n\t * by—among other things—wrapping each slide in a page element.\n\t */\n\tactivate() {\n\n\t\tif( this.active ) return;\n\n\t\tconst stateBeforeActivation = this.Reveal.getState();\n\n\t\tthis.active = true;\n\n\t\t// Store the full presentation HTML so that we can restore it\n\t\t// when/if the scroll view is deactivated\n\t\tthis.slideHTMLBeforeActivation = this.Reveal.getSlidesElement().innerHTML;\n\n\t\tconst horizontalSlides = queryAll( this.Reveal.getRevealElement(), HORIZONTAL_SLIDES_SELECTOR );\n\t\tconst horizontalBackgrounds = queryAll( this.Reveal.getRevealElement(), HORIZONTAL_BACKGROUNDS_SELECTOR );\n\n\t\tthis.viewportElement.classList.add( 'loading-scroll-mode', 'reveal-scroll' );\n\n\t\tlet presentationBackground;\n\n\t\tconst viewportStyles = window.getComputedStyle( this.viewportElement );\n\t\tif( viewportStyles && viewportStyles.background ) {\n\t\t\tpresentationBackground = viewportStyles.background;\n\t\t}\n\n\t\tconst pageElements = [];\n\t\tconst pageContainer = horizontalSlides[0].parentNode;\n\n\t\tlet previousSlide;\n\n\t\t// Creates a new page element and appends the given slide/bg\n\t\t// to it.\n\t\tconst createPageElement = ( slide, h, v, isVertical ) => {\n\n\t\t\tlet contentContainer;\n\n\t\t\t// If this slide is part of an auto-animation sequence, we\n\t\t\t// group it under the same page element as the previous slide\n\t\t\tif( previousSlide && this.Reveal.shouldAutoAnimateBetween( previousSlide, slide ) ) {\n\t\t\t\tcontentContainer = document.createElement( 'div' );\n\t\t\t\tcontentContainer.className = 'scroll-page-content scroll-auto-animate-page';\n\t\t\t\tcontentContainer.style.display = 'none';\n\t\t\t\tpreviousSlide.closest( '.scroll-page-content' ).parentNode.appendChild( contentContainer );\n\t\t\t}\n\t\t\telse {\n\t\t\t\t// Wrap the slide in a page element and hide its overflow\n\t\t\t\t// so that no page ever flows onto another\n\t\t\t\tconst page = document.createElement( 'div' );\n\t\t\t\tpage.className = 'scroll-page';\n\t\t\t\tpageElements.push( page );\n\n\t\t\t\t// This transfers over the background of the vertical stack containing\n\t\t\t\t// the slide if it exists. Otherwise, it uses the presentation-wide\n\t\t\t\t// background.\n\t\t\t\tif( isVertical && horizontalBackgrounds.length > h ) {\n\t\t\t\t\tconst slideBackground = horizontalBackgrounds[h];\n\t\t\t\t\tconst pageBackground = window.getComputedStyle( slideBackground );\n\n\t\t\t\t\tif( pageBackground && pageBackground.background ) {\n\t\t\t\t\t\tpage.style.background = pageBackground.background;\n\t\t\t\t\t}\n\t\t\t\t\telse if( presentationBackground ) {\n\t\t\t\t\t\tpage.style.background = presentationBackground;\n\t\t\t\t\t}\n\t\t\t\t} else if( presentationBackground ) {\n\t\t\t\t\tpage.style.background = presentationBackground;\n\t\t\t\t}\n\n\t\t\t\tconst stickyContainer = document.createElement( 'div' );\n\t\t\t\tstickyContainer.className = 'scroll-page-sticky';\n\t\t\t\tpage.appendChild( stickyContainer );\n\n\t\t\t\tcontentContainer = document.createElement( 'div' );\n\t\t\t\tcontentContainer.className = 'scroll-page-content';\n\t\t\t\tstickyContainer.appendChild( contentContainer );\n\t\t\t}\n\n\t\t\tcontentContainer.appendChild( slide );\n\n\t\t\tslide.classList.remove( 'past', 'future' );\n\t\t\tslide.setAttribute( 'data-index-h', h );\n\t\t\tslide.setAttribute( 'data-index-v', v );\n\n\t\t\tif( slide.slideBackgroundElement ) {\n\t\t\t\tslide.slideBackgroundElement.remove( 'past', 'future' );\n\t\t\t\tcontentContainer.insertBefore( slide.slideBackgroundElement, slide );\n\t\t\t}\n\n\t\t\tpreviousSlide = slide;\n\n\t\t}\n\n\t\t// Slide and slide background layout\n\t\thorizontalSlides.forEach( ( horizontalSlide, h ) => {\n\n\t\t\tif( this.Reveal.isVerticalStack( horizontalSlide ) ) {\n\t\t\t\thorizontalSlide.querySelectorAll( 'section' ).forEach( ( verticalSlide, v ) => {\n\t\t\t\t\tcreatePageElement( verticalSlide, h, v, true );\n\t\t\t\t});\n\t\t\t}\n\t\t\telse {\n\t\t\t\tcreatePageElement( horizontalSlide, h, 0 );\n\t\t\t}\n\n\t\t}, this );\n\n\t\tthis.createProgressBar();\n\n\t\t// Remove leftover stacks\n\t\tqueryAll( this.Reveal.getRevealElement(), '.stack' ).forEach( stack => stack.remove() );\n\n\t\t// Add our newly created pages to the DOM\n\t\tpageElements.forEach( page => pageContainer.appendChild( page ) );\n\n\t\t// Re-run JS-based content layout after the slide is added to page DOM\n\t\tthis.Reveal.slideContent.layout( this.Reveal.getSlidesElement() );\n\n\t\tthis.Reveal.layout();\n\t\tthis.Reveal.setState( stateBeforeActivation );\n\n\t\tthis.activatedCallbacks.forEach( callback => callback() );\n\t\tthis.activatedCallbacks = [];\n\n\t\tthis.restoreScrollPosition();\n\n\t\tthis.viewportElement.classList.remove( 'loading-scroll-mode' );\n\t\tthis.viewportElement.addEventListener( 'scroll', this.onScroll, { passive: true } );\n\n\t}\n\n\t/**\n\t * Deactivates the scroll view and restores the standard slide-based\n\t * presentation.\n\t */\n\tdeactivate() {\n\n\t\tif( !this.active ) return;\n\n\t\tconst stateBeforeDeactivation = this.Reveal.getState();\n\n\t\tthis.active = false;\n\n\t\tthis.viewportElement.removeEventListener( 'scroll', this.onScroll );\n\t\tthis.viewportElement.classList.remove( 'reveal-scroll' );\n\n\t\tthis.removeProgressBar();\n\n\t\tthis.Reveal.getSlidesElement().innerHTML = this.slideHTMLBeforeActivation;\n\t\tthis.Reveal.sync();\n\t\tthis.Reveal.setState( stateBeforeDeactivation );\n\n\t\tthis.slideHTMLBeforeActivation = null;\n\n\t}\n\n\ttoggle( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? this.activate() : this.deactivate();\n\t\t}\n\t\telse {\n\t\t\tthis.isActive() ? this.deactivate() : this.activate();\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if the scroll view is currently active.\n\t */\n\tisActive() {\n\n\t\treturn this.active;\n\n\t}\n\n\t/**\n\t * Renders the progress bar component.\n\t */\n\tcreateProgressBar() {\n\n\t\tthis.progressBar = document.createElement( 'div' );\n\t\tthis.progressBar.className = 'scrollbar';\n\n\t\tthis.progressBarInner = document.createElement( 'div' );\n\t\tthis.progressBarInner.className = 'scrollbar-inner';\n\t\tthis.progressBar.appendChild( this.progressBarInner );\n\n\t\tthis.progressBarPlayhead = document.createElement( 'div' );\n\t\tthis.progressBarPlayhead.className = 'scrollbar-playhead';\n\t\tthis.progressBarInner.appendChild( this.progressBarPlayhead );\n\n\t\tthis.viewportElement.insertBefore( this.progressBar, this.viewportElement.firstChild );\n\n\t\tconst handleDocumentMouseMove\t= ( event ) => {\n\n\t\t\tlet progress = ( event.clientY - this.progressBarInner.getBoundingClientRect().top ) / this.progressBarHeight;\n\t\t\tprogress = Math.max( Math.min( progress, 1 ), 0 );\n\n\t\t\tthis.viewportElement.scrollTop = progress * ( this.viewportElement.scrollHeight - this.viewportElement.offsetHeight );\n\n\t\t};\n\n\t\tconst handleDocumentMouseUp = ( event ) => {\n\n\t\t\tthis.draggingProgressBar = false;\n\t\t\tthis.showProgressBar();\n\n\t\t\tdocument.removeEventListener( 'mousemove', handleDocumentMouseMove );\n\t\t\tdocument.removeEventListener( 'mouseup', handleDocumentMouseUp );\n\n\t\t};\n\n\t\tconst handleMouseDown = ( event ) => {\n\n\t\t\tevent.preventDefault();\n\n\t\t\tthis.draggingProgressBar = true;\n\n\t\t\tdocument.addEventListener( 'mousemove', handleDocumentMouseMove );\n\t\t\tdocument.addEventListener( 'mouseup', handleDocumentMouseUp );\n\n\t\t\thandleDocumentMouseMove( event );\n\n\t\t};\n\n\t\tthis.progressBarInner.addEventListener( 'mousedown', handleMouseDown );\n\n\t}\n\n\tremoveProgressBar() {\n\n\t\tif( this.progressBar ) {\n\t\t\tthis.progressBar.remove();\n\t\t\tthis.progressBar = null;\n\t\t}\n\n\t}\n\n\tlayout() {\n\n\t\tif( this.isActive() ) {\n\t\t\tthis.syncPages();\n\t\t\tthis.syncScrollPosition();\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates our pages to match the latest configuration and\n\t * presentation size.\n\t */\n\tsyncPages() {\n\n\t\tconst config = this.Reveal.getConfig();\n\n\t\tconst slideSize = this.Reveal.getComputedSlideSize( window.innerWidth, window.innerHeight );\n\t\tconst scale = this.Reveal.getScale();\n\t\tconst useCompactLayout = config.scrollLayout === 'compact';\n\n\t\tconst viewportHeight = this.viewportElement.offsetHeight;\n\t\tconst compactHeight = slideSize.height * scale;\n\t\tconst pageHeight = useCompactLayout ? compactHeight : viewportHeight;\n\n\t\t// The height that needs to be scrolled between scroll triggers\n\t\tthis.scrollTriggerHeight = useCompactLayout ? compactHeight : viewportHeight;\n\n\t\tthis.viewportElement.style.setProperty( '--page-height', pageHeight + 'px' );\n\t\tthis.viewportElement.style.scrollSnapType = typeof config.scrollSnap === 'string' ? `y ${config.scrollSnap}` : '';\n\n\t\t// This will hold all scroll triggers used to show/hide slides\n\t\tthis.slideTriggers = [];\n\n\t\tconst pageElements = Array.from( this.Reveal.getRevealElement().querySelectorAll( '.scroll-page' ) );\n\n\t\tthis.pages = pageElements.map( pageElement => {\n\t\t\tconst page = this.createPage({\n\t\t\t\tpageElement,\n\t\t\t\tslideElement: pageElement.querySelector( 'section' ),\n\t\t\t\tstickyElement: pageElement.querySelector( '.scroll-page-sticky' ),\n\t\t\t\tcontentElement: pageElement.querySelector( '.scroll-page-content' ),\n\t\t\t\tbackgroundElement: pageElement.querySelector( '.slide-background' ),\n\t\t\t\tautoAnimateElements: pageElement.querySelectorAll( '.scroll-auto-animate-page' ),\n\t\t\t\tautoAnimatePages: []\n\t\t\t});\n\n\t\t\tpage.pageElement.style.setProperty( '--slide-height', config.center === true ? 'auto' : slideSize.height + 'px' );\n\n\t\t\tthis.slideTriggers.push({\n\t\t\t\tpage: page,\n\t\t\t\tactivate: () => this.activatePage( page ),\n\t\t\t\tdeactivate: () => this.deactivatePage( page )\n\t\t\t});\n\n\t\t\t// Create scroll triggers that show/hide fragments\n\t\t\tthis.createFragmentTriggersForPage( page );\n\n\t\t\t// Create scroll triggers for triggering auto-animate steps\n\t\t\tif( page.autoAnimateElements.length > 0 ) {\n\t\t\t\tthis.createAutoAnimateTriggersForPage( page );\n\t\t\t}\n\n\t\t\tlet totalScrollTriggerCount = Math.max( page.scrollTriggers.length - 1, 0 );\n\n\t\t\t// Each auto-animate step may include its own scroll triggers\n\t\t\t// for fragments, ensure we count those as well\n\t\t\ttotalScrollTriggerCount += page.autoAnimatePages.reduce( ( total, page ) => {\n\t\t\t\treturn total + Math.max( page.scrollTriggers.length - 1, 0 );\n\t\t\t}, page.autoAnimatePages.length );\n\n\t\t\t// Clean up from previous renders\n\t\t\tpage.pageElement.querySelectorAll( '.scroll-snap-point' ).forEach( el => el.remove() );\n\n\t\t\t// Create snap points for all scroll triggers\n\t\t\t// - Can't be absolute in FF\n\t\t\t// - Can't be 0-height in Safari\n\t\t\t// - Can't use snap-align on parent in Safari because then\n\t\t\t//   inner triggers won't work\n\t\t\tfor( let i = 0; i < totalScrollTriggerCount + 1; i++ ) {\n\t\t\t\tconst triggerStick = document.createElement( 'div' );\n\t\t\t\ttriggerStick.className = 'scroll-snap-point';\n\t\t\t\ttriggerStick.style.height = this.scrollTriggerHeight + 'px';\n\t\t\t\ttriggerStick.style.scrollSnapAlign = useCompactLayout ? 'center' : 'start';\n\t\t\t\tpage.pageElement.appendChild( triggerStick );\n\n\t\t\t\tif( i === 0 ) {\n\t\t\t\t\ttriggerStick.style.marginTop = -this.scrollTriggerHeight + 'px';\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// In the compact layout, only slides with scroll triggers cover the\n\t\t\t// full viewport height. This helps avoid empty gaps before or after\n\t\t\t// a sticky slide.\n\t\t\tif( useCompactLayout && page.scrollTriggers.length > 0 ) {\n\t\t\t\tpage.pageHeight = viewportHeight;\n\t\t\t\tpage.pageElement.style.setProperty( '--page-height', viewportHeight + 'px' );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tpage.pageHeight = pageHeight;\n\t\t\t\tpage.pageElement.style.removeProperty( '--page-height' );\n\t\t\t}\n\n\t\t\t// Add scroll padding based on how many scroll triggers we have\n\t\t\tpage.scrollPadding = this.scrollTriggerHeight * totalScrollTriggerCount;\n\n\t\t\t// The total height including scrollable space\n\t\t\tpage.totalHeight = page.pageHeight + page.scrollPadding;\n\n\t\t\t// This is used to pad the height of our page in CSS\n\t\t\tpage.pageElement.style.setProperty( '--page-scroll-padding', page.scrollPadding + 'px' );\n\n\t\t\t// If this is a sticky page, stick it to the vertical center\n\t\t\tif( totalScrollTriggerCount > 0 ) {\n\t\t\t\tpage.stickyElement.style.position = 'sticky';\n\t\t\t\tpage.stickyElement.style.top = Math.max( ( viewportHeight - page.pageHeight ) / 2, 0 ) + 'px';\n\t\t\t}\n\t\t\telse {\n\t\t\t\tpage.stickyElement.style.position = 'relative';\n\t\t\t\tpage.pageElement.style.scrollSnapAlign = page.pageHeight < viewportHeight ? 'center' : 'start';\n\t\t\t}\n\n\t\t\treturn page;\n\t\t} );\n\n\t\tthis.setTriggerRanges();\n\n\t\t/*\n\t\tconsole.log(this.slideTriggers.map( t => {\n\t\t\treturn {\n\t\t\t\trange: `${t.range[0].toFixed(2)}-${t.range[1].toFixed(2)}`,\n\t\t\t\ttriggers: t.page.scrollTriggers.map( t => {\n\t\t\t\t\treturn `${t.range[0].toFixed(2)}-${t.range[1].toFixed(2)}`\n\t\t\t\t}).join( ', ' ),\n\t\t\t}\n\t\t}))\n\t\t*/\n\n\t\tthis.viewportElement.setAttribute( 'data-scrollbar', config.scrollProgress );\n\n\t\tif( config.scrollProgress && this.totalScrollTriggerCount > 1 ) {\n\t\t\t// Create the progress bar if it doesn't already exist\n\t\t\tif( !this.progressBar ) this.createProgressBar();\n\n\t\t\tthis.syncProgressBar();\n\t\t}\n\t\telse {\n\t\t\tthis.removeProgressBar();\n\t\t}\n\n\t}\n\n\t/**\n\t * Calculates and sets the scroll range for all of our scroll\n\t * triggers.\n\t */\n\tsetTriggerRanges() {\n\n\t\t// Calculate the total number of scroll triggers\n\t\tthis.totalScrollTriggerCount = this.slideTriggers.reduce( ( total, trigger ) => {\n\t\t\treturn total + Math.max( trigger.page.scrollTriggers.length, 1 );\n\t\t}, 0 );\n\n\t\tlet rangeStart = 0;\n\n\t\t// Calculate the scroll range of each scroll trigger on a scale\n\t\t// of 0-1\n\t\tthis.slideTriggers.forEach( ( trigger, i ) => {\n\t\t\ttrigger.range = [\n\t\t\t\trangeStart,\n\t\t\t\trangeStart + Math.max( trigger.page.scrollTriggers.length, 1 ) / this.totalScrollTriggerCount\n\t\t\t];\n\n\t\t\tconst scrollTriggerSegmentSize = ( trigger.range[1] - trigger.range[0] ) / trigger.page.scrollTriggers.length;\n\t\t\t// Set the range for each inner scroll trigger\n\t\t\ttrigger.page.scrollTriggers.forEach( ( scrollTrigger, i ) => {\n\t\t\t\tscrollTrigger.range = [\n\t\t\t\t\trangeStart + i * scrollTriggerSegmentSize,\n\t\t\t\t\trangeStart + ( i + 1 ) * scrollTriggerSegmentSize\n\t\t\t\t];\n\t\t\t} );\n\n\t\t\trangeStart = trigger.range[1];\n\t\t} );\n\n\t}\n\n\t/**\n\t * Creates one scroll trigger for each fragments in the given page.\n\t *\n\t * @param {*} page\n\t */\n\tcreateFragmentTriggersForPage( page, slideElement ) {\n\n\t\tslideElement = slideElement || page.slideElement;\n\n\t\t// Each fragment 'group' is an array containing one or more\n\t\t// fragments. Multiple fragments that appear at the same time\n\t\t// are part of the same group.\n\t\tconst fragmentGroups = this.Reveal.fragments.sort( slideElement.querySelectorAll( '.fragment' ), true );\n\n\t\t// Create scroll triggers that show/hide fragments\n\t\tif( fragmentGroups.length ) {\n\t\t\tpage.fragments = this.Reveal.fragments.sort( slideElement.querySelectorAll( '.fragment:not(.disabled)' ) );\n\t\t\tpage.scrollTriggers.push(\n\t\t\t\t// Trigger for the initial state with no fragments visible\n\t\t\t\t{\n\t\t\t\t\tactivate: () => {\n\t\t\t\t\t\tthis.Reveal.fragments.update( -1, page.fragments, slideElement );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t);\n\n\t\t\t// Triggers for each fragment group\n\t\t\tfragmentGroups.forEach( ( fragments, i ) => {\n\t\t\t\tpage.scrollTriggers.push({\n\t\t\t\t\tactivate: () => {\n\t\t\t\t\t\tthis.Reveal.fragments.update( i, page.fragments, slideElement );\n\t\t\t\t\t}\n\t\t\t\t});\n\t\t\t} );\n\t\t}\n\n\n\t\treturn page.scrollTriggers.length;\n\n\t}\n\n\t/**\n\t * Creates scroll triggers for the auto-animate steps in the\n\t * given page.\n\t *\n\t * @param {*} page\n\t */\n\tcreateAutoAnimateTriggersForPage( page ) {\n\n\t\tif( page.autoAnimateElements.length > 0 ) {\n\n\t\t\t// Triggers for each subsequent auto-animate slide\n\t\t\tthis.slideTriggers.push( ...Array.from( page.autoAnimateElements ).map( ( autoAnimateElement, i ) => {\n\t\t\t\tlet autoAnimatePage = this.createPage({\n\t\t\t\t\tslideElement: autoAnimateElement.querySelector( 'section' ),\n\t\t\t\t\tcontentElement: autoAnimateElement,\n\t\t\t\t\tbackgroundElement: autoAnimateElement.querySelector( '.slide-background' )\n\t\t\t\t});\n\n\t\t\t\t// Create fragment scroll triggers for the auto-animate slide\n\t\t\t\tthis.createFragmentTriggersForPage( autoAnimatePage, autoAnimatePage.slideElement );\n\n\t\t\t\tpage.autoAnimatePages.push( autoAnimatePage );\n\n\t\t\t\t// Return our slide trigger\n\t\t\t\treturn {\n\t\t\t\t\tpage: autoAnimatePage,\n\t\t\t\t\tactivate: () => this.activatePage( autoAnimatePage ),\n\t\t\t\t\tdeactivate: () => this.deactivatePage( autoAnimatePage )\n\t\t\t\t};\n\t\t\t}));\n\t\t}\n\n\t}\n\n\t/**\n\t * Helper method for creating a page definition and adding\n\t * required fields. A \"page\" is a slide or auto-animate step.\n\t */\n\tcreatePage( page ) {\n\n\t\tpage.scrollTriggers = [];\n\t\tpage.indexh = parseInt( page.slideElement.getAttribute( 'data-index-h' ), 10 );\n\t\tpage.indexv = parseInt( page.slideElement.getAttribute( 'data-index-v' ), 10 );\n\n\t\treturn page;\n\n\t}\n\n\t/**\n\t * Rerenders progress bar segments so that they match the current\n\t * reveal.js config and size.\n\t */\n\tsyncProgressBar() {\n\n\t\tthis.progressBarInner.querySelectorAll( '.scrollbar-slide' ).forEach( slide => slide.remove() );\n\n\t\tconst scrollHeight = this.viewportElement.scrollHeight;\n\t\tconst viewportHeight = this.viewportElement.offsetHeight;\n\t\tconst viewportHeightFactor = viewportHeight / scrollHeight;\n\n\t\tthis.progressBarHeight = this.progressBarInner.offsetHeight;\n\t\tthis.playheadHeight = Math.max( viewportHeightFactor * this.progressBarHeight, MIN_PLAYHEAD_HEIGHT );\n\t\tthis.progressBarScrollableHeight = this.progressBarHeight - this.playheadHeight;\n\n\t\tconst progressSegmentHeight = viewportHeight / scrollHeight * this.progressBarHeight;\n\t\tconst spacing = Math.min( progressSegmentHeight / 8, MAX_PROGRESS_SPACING );\n\n\t\tthis.progressBarPlayhead.style.height = this.playheadHeight - spacing + 'px';\n\n\t\t// Don't show individual segments if they're too small\n\t\tif( progressSegmentHeight > MIN_PROGRESS_SEGMENT_HEIGHT ) {\n\n\t\t\tthis.slideTriggers.forEach( slideTrigger => {\n\n\t\t\t\tconst { page } = slideTrigger;\n\n\t\t\t\t// Visual representation of a slide\n\t\t\t\tpage.progressBarSlide = document.createElement( 'div' );\n\t\t\t\tpage.progressBarSlide.className = 'scrollbar-slide';\n\t\t\t\tpage.progressBarSlide.style.top = slideTrigger.range[0] * this.progressBarHeight + 'px';\n\t\t\t\tpage.progressBarSlide.style.height = ( slideTrigger.range[1] - slideTrigger.range[0] ) * this.progressBarHeight - spacing + 'px';\n\t\t\t\tpage.progressBarSlide.classList.toggle( 'has-triggers', page.scrollTriggers.length > 0 );\n\t\t\t\tthis.progressBarInner.appendChild( page.progressBarSlide );\n\n\t\t\t\t// Visual representations of each scroll trigger\n\t\t\t\tpage.scrollTriggerElements = page.scrollTriggers.map( ( trigger, i ) => {\n\n\t\t\t\t\tconst triggerElement = document.createElement( 'div' );\n\t\t\t\t\ttriggerElement.className = 'scrollbar-trigger';\n\t\t\t\t\ttriggerElement.style.top = ( trigger.range[0] - slideTrigger.range[0] ) * this.progressBarHeight + 'px';\n\t\t\t\t\ttriggerElement.style.height = ( trigger.range[1] - trigger.range[0] ) * this.progressBarHeight - spacing + 'px';\n\t\t\t\t\tpage.progressBarSlide.appendChild( triggerElement );\n\n\t\t\t\t\tif( i === 0 ) triggerElement.style.display = 'none';\n\n\t\t\t\t\treturn triggerElement;\n\n\t\t\t\t} );\n\n\t\t\t} );\n\n\t\t}\n\t\telse {\n\n\t\t\tthis.pages.forEach( page => page.progressBarSlide = null );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Reads the current scroll position and updates our active\n\t * trigger states accordingly.\n\t */\n\tsyncScrollPosition() {\n\n\t\tconst viewportHeight = this.viewportElement.offsetHeight;\n\t\tconst viewportHeightFactor = viewportHeight / this.viewportElement.scrollHeight;\n\n\t\tconst scrollTop = this.viewportElement.scrollTop;\n\t\tconst scrollHeight = this.viewportElement.scrollHeight - viewportHeight\n\t\tconst scrollProgress = Math.max( Math.min( scrollTop / scrollHeight, 1 ), 0 );\n\t\tconst scrollProgressMid = Math.max( Math.min( ( scrollTop + viewportHeight / 2 ) / this.viewportElement.scrollHeight, 1 ), 0 );\n\n\t\tlet activePage;\n\n\t\tthis.slideTriggers.forEach( ( trigger ) => {\n\t\t\tconst { page } = trigger;\n\n\t\t\tconst shouldPreload = scrollProgress >= trigger.range[0] - viewportHeightFactor*2 &&\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tscrollProgress <= trigger.range[1] + viewportHeightFactor*2;\n\n\t\t\t// Load slides that are within the preload range\n\t\t\tif( shouldPreload && !page.loaded ) {\n\t\t\t\tpage.loaded = true;\n\t\t\t\tthis.Reveal.slideContent.load( page.slideElement );\n\t\t\t}\n\t\t\telse if( page.loaded ) {\n\t\t\t\tpage.loaded = false;\n\t\t\t\tthis.Reveal.slideContent.unload( page.slideElement );\n\t\t\t}\n\n\t\t\t// If we're within this trigger range, activate it\n\t\t\tif( scrollProgress >= trigger.range[0] && scrollProgress <= trigger.range[1] ) {\n\t\t\t\tthis.activateTrigger( trigger );\n\t\t\t\tactivePage = trigger.page;\n\t\t\t}\n\t\t\t// .. otherwise deactivate\n\t\t\telse if( trigger.active ) {\n\t\t\t\tthis.deactivateTrigger( trigger );\n\t\t\t}\n\t\t} );\n\n\t\t// Each page can have its own scroll triggers, check if any of those\n\t\t// need to be activated/deactivated\n\t\tif( activePage ) {\n\t\t\tactivePage.scrollTriggers.forEach( ( trigger ) => {\n\t\t\t\tif( scrollProgressMid >= trigger.range[0] && scrollProgressMid <= trigger.range[1] ) {\n\t\t\t\t\tthis.activateTrigger( trigger );\n\t\t\t\t}\n\t\t\t\telse if( trigger.active ) {\n\t\t\t\t\tthis.deactivateTrigger( trigger );\n\t\t\t\t}\n\t\t\t} );\n\t\t}\n\n\t\t// Update our visual progress indication\n\t\tthis.setProgressBarValue( scrollTop / ( this.viewportElement.scrollHeight - viewportHeight ) );\n\n\t}\n\n\t/**\n\t * Moves the progress bar playhead to the specified position.\n\t *\n\t * @param {number} progress 0-1\n\t */\n\tsetProgressBarValue( progress ) {\n\n\t\tif( this.progressBar ) {\n\n\t\t\tthis.progressBarPlayhead.style.transform = `translateY(${progress * this.progressBarScrollableHeight}px)`;\n\n\t\t\tthis.getAllPages()\n\t\t\t\t.filter( page => page.progressBarSlide )\n\t\t\t\t.forEach( ( page ) => {\n\t\t\t\t\tpage.progressBarSlide.classList.toggle( 'active', page.active === true );\n\n\t\t\t\t\tpage.scrollTriggers.forEach( ( trigger, i ) => {\n\t\t\t\t\t\tpage.scrollTriggerElements[i].classList.toggle( 'active', page.active === true && trigger.active === true );\n\t\t\t\t\t} );\n\t\t\t\t} );\n\n\t\t\tthis.showProgressBar();\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Show the progress bar and, if configured, automatically hide\n\t * it after a delay.\n\t */\n\tshowProgressBar() {\n\n\t\tthis.progressBar.classList.add( 'visible' );\n\n\t\tclearTimeout( this.hideProgressBarTimeout );\n\n\t\tif( this.Reveal.getConfig().scrollProgress === 'auto' && !this.draggingProgressBar ) {\n\n\t\t\tthis.hideProgressBarTimeout = setTimeout( () => {\n\t\t\t\tif( this.progressBar ) {\n\t\t\t\t\tthis.progressBar.classList.remove( 'visible' );\n\t\t\t\t}\n\t\t\t}, HIDE_SCROLLBAR_TIMEOUT );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Scroll to the previous page.\n\t */\n\tprev() {\n\n\t\tthis.viewportElement.scrollTop -= this.scrollTriggerHeight;\n\n\t}\n\n\t/**\n\t * Scroll to the next page.\n\t */\n\tnext() {\n\n\t\tthis.viewportElement.scrollTop += this.scrollTriggerHeight;\n\n\t}\n\n\t/**\n\t * Scrolls the given slide element into view.\n\t *\n\t * @param {HTMLElement} slideElement\n\t */\n\tscrollToSlide( slideElement ) {\n\n\t\t// If the scroll view isn't active yet, queue this action\n\t\tif( !this.active ) {\n\t\t\tthis.activatedCallbacks.push( () => this.scrollToSlide( slideElement ) );\n\t\t}\n\t\telse {\n\t\t\t// Find the trigger for this slide\n\t\t\tconst trigger = this.getScrollTriggerBySlide( slideElement );\n\n\t\t\tif( trigger ) {\n\t\t\t\t// Use the trigger's range to calculate the scroll position\n\t\t\t\tthis.viewportElement.scrollTop = trigger.range[0] * ( this.viewportElement.scrollHeight - this.viewportElement.offsetHeight );\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Persists the current scroll position to session storage\n\t * so that it can be restored.\n\t */\n\tstoreScrollPosition() {\n\n\t\tclearTimeout( this.storeScrollPositionTimeout );\n\n\t\tthis.storeScrollPositionTimeout = setTimeout( () => {\n\t\t\tsessionStorage.setItem( 'reveal-scroll-top', this.viewportElement.scrollTop );\n\t\t\tsessionStorage.setItem( 'reveal-scroll-origin', location.origin + location.pathname );\n\n\t\t\tthis.storeScrollPositionTimeout = null;\n\t\t}, 50 );\n\n\t}\n\n\t/**\n\t * Restores the scroll position when a deck is reloader.\n\t */\n\trestoreScrollPosition() {\n\n\t\tconst scrollPosition = sessionStorage.getItem( 'reveal-scroll-top' );\n\t\tconst scrollOrigin = sessionStorage.getItem( 'reveal-scroll-origin' );\n\n\t\tif( scrollPosition && scrollOrigin === location.origin + location.pathname ) {\n\t\t\tthis.viewportElement.scrollTop = parseInt( scrollPosition, 10 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Activates the given page and starts its embedded content\n\t * if there is any.\n\t *\n\t * @param {object} page\n\t */\n\tactivatePage( page ) {\n\n\t\tif( !page.active ) {\n\n\t\t\tpage.active = true;\n\n\t\t\tconst { slideElement, backgroundElement, contentElement, indexh, indexv } = page;\n\n\t\t\tcontentElement.style.display = 'block';\n\n\t\t\tslideElement.classList.add( 'present' );\n\n\t\t\tif( backgroundElement ) {\n\t\t\t\tbackgroundElement.classList.add( 'present' );\n\t\t\t}\n\n\t\t\tthis.Reveal.setCurrentScrollPage( slideElement, indexh, indexv );\n\t\t\tthis.Reveal.backgrounds.bubbleSlideContrastClassToElement( slideElement, this.viewportElement );\n\n\t\t\t// If this page is part of an auto-animation there will be one\n\t\t\t// content element per auto-animated page. We need to show the\n\t\t\t// current page and hide all others.\n\t\t\tArray.from( contentElement.parentNode.querySelectorAll( '.scroll-page-content' ) ).forEach( sibling => {\n\t\t\t\tif( sibling !== contentElement ) {\n\t\t\t\t\tsibling.style.display = 'none';\n\t\t\t\t}\n\t\t\t});\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Deactivates the page after it has been visible.\n\t *\n\t * @param {object} page\n\t */\n\tdeactivatePage( page ) {\n\n\t\tif( page.active ) {\n\n\t\t\tpage.active = false;\n\t\t\tif( page.slideElement ) page.slideElement.classList.remove( 'present' );\n\t\t\tif( page.backgroundElement ) page.backgroundElement.classList.remove( 'present' );\n\n\t\t}\n\n\t}\n\n\tactivateTrigger( trigger ) {\n\n\t\tif( !trigger.active ) {\n\t\t\ttrigger.active = true;\n\t\t\ttrigger.activate();\n\t\t}\n\n\t}\n\n\tdeactivateTrigger( trigger ) {\n\n\t\tif( trigger.active ) {\n\t\t\ttrigger.active = false;\n\n\t\t\tif( trigger.deactivate ) {\n\t\t\t\ttrigger.deactivate();\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Retrieve a slide by its original h/v index (i.e. the indices the\n\t * slide had before being linearized).\n\t *\n\t * @param {number} h\n\t * @param {number} v\n\t * @returns {HTMLElement}\n\t */\n\tgetSlideByIndices( h, v ) {\n\n\t\tconst page = this.getAllPages().find( page => {\n\t\t\treturn page.indexh === h && page.indexv === v;\n\t\t} );\n\n\t\treturn page ? page.slideElement : null;\n\n\t}\n\n\t/**\n\t * Retrieve a list of all scroll triggers for the given slide\n\t * DOM element.\n\t *\n\t * @param {HTMLElement} slide\n\t * @returns {Array}\n\t */\n\tgetScrollTriggerBySlide( slide ) {\n\n\t\treturn this.slideTriggers.find( trigger => trigger.page.slideElement === slide );\n\n\t}\n\n\t/**\n\t * Get a list of all pages in the scroll view. This includes\n\t * both top-level slides and auto-animate steps.\n\t *\n\t * @returns {Array}\n\t */\n\tgetAllPages() {\n\n\t\treturn this.pages.flatMap( page => [page, ...(page.autoAnimatePages || [])] );\n\n\t}\n\n\tonScroll() {\n\n\t\tthis.syncScrollPosition();\n\t\tthis.storeScrollPosition();\n\n\t}\n\n\tget viewportElement() {\n\n\t\treturn this.Reveal.getViewportElement();\n\n\t}\n\n}\n","import { SLIDES_SELECTOR } from '../utils/constants.js'\nimport { queryAll, createStyleSheet } from '../utils/util.js'\n\n/**\n * Setups up our presentation for printing/exporting to PDF.\n */\nexport default class PrintView {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\t/**\n\t * Configures the presentation for printing to a static\n\t * PDF.\n\t */\n\tasync activate() {\n\n\t\tconst config = this.Reveal.getConfig();\n\t\tconst slides = queryAll( this.Reveal.getRevealElement(), SLIDES_SELECTOR )\n\n\t\t// Compute slide numbers now, before we start duplicating slides\n\t\tconst injectPageNumbers = config.slideNumber && /all|print/i.test( config.showSlideNumber );\n\n\t\tconst slideSize = this.Reveal.getComputedSlideSize( window.innerWidth, window.innerHeight );\n\n\t\t// Dimensions of the PDF pages\n\t\tconst pageWidth = Math.floor( slideSize.width * ( 1 + config.margin ) ),\n\t\t\tpageHeight = Math.floor( slideSize.height * ( 1 + config.margin ) );\n\n\t\t// Dimensions of slides within the pages\n\t\tconst slideWidth = slideSize.width,\n\t\t\tslideHeight = slideSize.height;\n\n\t\tawait new Promise( requestAnimationFrame );\n\n\t\t// Let the browser know what page size we want to print\n\t\tcreateStyleSheet( '@page{size:'+ pageWidth +'px '+ pageHeight +'px; margin: 0px;}' );\n\n\t\t// Limit the size of certain elements to the dimensions of the slide\n\t\tcreateStyleSheet( '.reveal section>img, .reveal section>video, .reveal section>iframe{max-width: '+ slideWidth +'px; max-height:'+ slideHeight +'px}' );\n\n\t\tdocument.documentElement.classList.add( 'reveal-print', 'print-pdf' );\n\t\tdocument.body.style.width = pageWidth + 'px';\n\t\tdocument.body.style.height = pageHeight + 'px';\n\n\t\tconst viewportElement = this.Reveal.getViewportElement();\n\t\tlet presentationBackground;\n\t\tif( viewportElement ) {\n\t\t\tconst viewportStyles = window.getComputedStyle( viewportElement );\n\t\t\tif( viewportStyles && viewportStyles.background ) {\n\t\t\t\tpresentationBackground = viewportStyles.background;\n\t\t\t}\n\t\t}\n\n\t\t// Make sure stretch elements fit on slide\n\t\tawait new Promise( requestAnimationFrame );\n\t\tthis.Reveal.layoutSlideContents( slideWidth, slideHeight );\n\n\t\t// Batch scrollHeight access to prevent layout thrashing\n\t\tawait new Promise( requestAnimationFrame );\n\n\t\tconst slideScrollHeights = slides.map( slide => slide.scrollHeight );\n\n\t\tconst pages = [];\n\t\tconst pageContainer = slides[0].parentNode;\n\t\tlet slideNumber = 1;\n\n\t\t// Slide and slide background layout\n\t\tslides.forEach( function( slide, index ) {\n\n\t\t\t// Vertical stacks are not centred since their section\n\t\t\t// children will be\n\t\t\tif( slide.classList.contains( 'stack' ) === false ) {\n\t\t\t\t// Center the slide inside of the page, giving the slide some margin\n\t\t\t\tlet left = ( pageWidth - slideWidth ) / 2;\n\t\t\t\tlet top = ( pageHeight - slideHeight ) / 2;\n\n\t\t\t\tconst contentHeight = slideScrollHeights[ index ];\n\t\t\t\tlet numberOfPages = Math.max( Math.ceil( contentHeight / pageHeight ), 1 );\n\n\t\t\t\t// Adhere to configured pages per slide limit\n\t\t\t\tnumberOfPages = Math.min( numberOfPages, config.pdfMaxPagesPerSlide );\n\n\t\t\t\t// Center slides vertically\n\t\t\t\tif( numberOfPages === 1 && config.center || slide.classList.contains( 'center' ) ) {\n\t\t\t\t\ttop = Math.max( ( pageHeight - contentHeight ) / 2, 0 );\n\t\t\t\t}\n\n\t\t\t\t// Wrap the slide in a page element and hide its overflow\n\t\t\t\t// so that no page ever flows onto another\n\t\t\t\tconst page = document.createElement( 'div' );\n\t\t\t\tpages.push( page );\n\n\t\t\t\tpage.className = 'pdf-page';\n\t\t\t\tpage.style.height = ( ( pageHeight + config.pdfPageHeightOffset ) * numberOfPages ) + 'px';\n\n\t\t\t\t// Copy the presentation-wide background to each individual\n\t\t\t\t// page when printing\n\t\t\t\tif( presentationBackground ) {\n\t\t\t\t\tpage.style.background = presentationBackground;\n\t\t\t\t}\n\n\t\t\t\tpage.appendChild( slide );\n\n\t\t\t\t// Position the slide inside of the page\n\t\t\t\tslide.style.left = left + 'px';\n\t\t\t\tslide.style.top = top + 'px';\n\t\t\t\tslide.style.width = slideWidth + 'px';\n\n\t\t\t\tthis.Reveal.slideContent.layout( slide );\n\n\t\t\t\tif( slide.slideBackgroundElement ) {\n\t\t\t\t\tpage.insertBefore( slide.slideBackgroundElement, slide );\n\t\t\t\t}\n\n\t\t\t\t// Inject notes if `showNotes` is enabled\n\t\t\t\tif( config.showNotes ) {\n\n\t\t\t\t\t// Are there notes for this slide?\n\t\t\t\t\tconst notes = this.Reveal.getSlideNotes( slide );\n\t\t\t\t\tif( notes ) {\n\n\t\t\t\t\t\tconst notesSpacing = 8;\n\t\t\t\t\t\tconst notesLayout = typeof config.showNotes === 'string' ? config.showNotes : 'inline';\n\t\t\t\t\t\tconst notesElement = document.createElement( 'div' );\n\t\t\t\t\t\tnotesElement.classList.add( 'speaker-notes' );\n\t\t\t\t\t\tnotesElement.classList.add( 'speaker-notes-pdf' );\n\t\t\t\t\t\tnotesElement.setAttribute( 'data-layout', notesLayout );\n\t\t\t\t\t\tnotesElement.innerHTML = notes;\n\n\t\t\t\t\t\tif( notesLayout === 'separate-page' ) {\n\t\t\t\t\t\t\tpages.push( notesElement );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tnotesElement.style.left = notesSpacing + 'px';\n\t\t\t\t\t\t\tnotesElement.style.bottom = notesSpacing + 'px';\n\t\t\t\t\t\t\tnotesElement.style.width = ( pageWidth - notesSpacing*2 ) + 'px';\n\t\t\t\t\t\t\tpage.appendChild( notesElement );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\t// Inject page numbers if `slideNumbers` are enabled\n\t\t\t\tif( injectPageNumbers ) {\n\t\t\t\t\tconst numberElement = document.createElement( 'div' );\n\t\t\t\t\tnumberElement.classList.add( 'slide-number' );\n\t\t\t\t\tnumberElement.classList.add( 'slide-number-pdf' );\n\t\t\t\t\tnumberElement.innerHTML = slideNumber++;\n\t\t\t\t\tpage.appendChild( numberElement );\n\t\t\t\t}\n\n\t\t\t\t// Copy page and show fragments one after another\n\t\t\t\tif( config.pdfSeparateFragments ) {\n\n\t\t\t\t\t// Each fragment 'group' is an array containing one or more\n\t\t\t\t\t// fragments. Multiple fragments that appear at the same time\n\t\t\t\t\t// are part of the same group.\n\t\t\t\t\tconst fragmentGroups = this.Reveal.fragments.sort( page.querySelectorAll( '.fragment' ), true );\n\n\t\t\t\t\tlet previousFragmentStep;\n\n\t\t\t\t\tfragmentGroups.forEach( function( fragments, index ) {\n\n\t\t\t\t\t\t// Remove 'current-fragment' from the previous group\n\t\t\t\t\t\tif( previousFragmentStep ) {\n\t\t\t\t\t\t\tpreviousFragmentStep.forEach( function( fragment ) {\n\t\t\t\t\t\t\t\tfragment.classList.remove( 'current-fragment' );\n\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\t// Show the fragments for the current index\n\t\t\t\t\t\tfragments.forEach( function( fragment ) {\n\t\t\t\t\t\t\tfragment.classList.add( 'visible', 'current-fragment' );\n\t\t\t\t\t\t}, this );\n\n\t\t\t\t\t\t// Create a separate page for the current fragment state\n\t\t\t\t\t\tconst clonedPage = page.cloneNode( true );\n\n\t\t\t\t\t\t// Inject unique page numbers for fragments\n\t\t\t\t\t\tif( injectPageNumbers ) {\n\t\t\t\t\t\t\tconst numberElement = clonedPage.querySelector( '.slide-number-pdf' );\n\t\t\t\t\t\t\tconst fragmentNumber = index + 1;\n\t\t\t\t\t\t\tnumberElement.innerHTML += '.' + fragmentNumber;\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\tpages.push( clonedPage );\n\n\t\t\t\t\t\tpreviousFragmentStep = fragments;\n\n\t\t\t\t\t}, this );\n\n\t\t\t\t\t// Reset the first/original page so that all fragments are hidden\n\t\t\t\t\tfragmentGroups.forEach( function( fragments ) {\n\t\t\t\t\t\tfragments.forEach( function( fragment ) {\n\t\t\t\t\t\t\tfragment.classList.remove( 'visible', 'current-fragment' );\n\t\t\t\t\t\t} );\n\t\t\t\t\t} );\n\n\t\t\t\t}\n\t\t\t\t// Show all fragments\n\t\t\t\telse {\n\t\t\t\t\tqueryAll( page, '.fragment:not(.fade-out)' ).forEach( function( fragment ) {\n\t\t\t\t\t\tfragment.classList.add( 'visible' );\n\t\t\t\t\t} );\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}, this );\n\n\t\tawait new Promise( requestAnimationFrame );\n\n\t\tpages.forEach( page => pageContainer.appendChild( page ) );\n\n\t\t// Re-run JS-based content layout after the slide is added to page DOM\n\t\tthis.Reveal.slideContent.layout( this.Reveal.getSlidesElement() );\n\n\t\t// Notify subscribers that the PDF layout is good to go\n\t\tthis.Reveal.dispatchEvent({ type: 'pdf-ready' });\n\n\t\tviewportElement.classList.remove( 'loading-scroll-mode' );\n\n\t}\n\n\t/**\n\t * Checks if the print mode is/should be activated.\n\t */\n\tisActive() {\n\n\t\treturn this.Reveal.getConfig().view === 'print';\n\n\t}\n\n}","import { extend, queryAll } from '../utils/util.js'\n\n/**\n * Handles sorting and navigation of slide fragments.\n * Fragments are elements within a slide that are\n * revealed/animated incrementally.\n */\nexport default class Fragments {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.fragments === false ) {\n\t\t\tthis.disable();\n\t\t}\n\t\telse if( oldConfig.fragments === false ) {\n\t\t\tthis.enable();\n\t\t}\n\n\t}\n\n\t/**\n\t * If fragments are disabled in the deck, they should all be\n\t * visible rather than stepped through.\n\t */\n\tdisable() {\n\n\t\tqueryAll( this.Reveal.getSlidesElement(), '.fragment' ).forEach( element => {\n\t\t\telement.classList.add( 'visible' );\n\t\t\telement.classList.remove( 'current-fragment' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Reverse of #disable(). Only called if fragments have\n\t * previously been disabled.\n\t */\n\tenable() {\n\n\t\tqueryAll( this.Reveal.getSlidesElement(), '.fragment' ).forEach( element => {\n\t\t\telement.classList.remove( 'visible' );\n\t\t\telement.classList.remove( 'current-fragment' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Returns an object describing the available fragment\n\t * directions.\n\t *\n\t * @return {{prev: boolean, next: boolean}}\n\t */\n\tavailableRoutes() {\n\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tif( currentSlide && this.Reveal.getConfig().fragments ) {\n\t\t\tlet fragments = currentSlide.querySelectorAll( '.fragment:not(.disabled)' );\n\t\t\tlet hiddenFragments = currentSlide.querySelectorAll( '.fragment:not(.disabled):not(.visible)' );\n\n\t\t\treturn {\n\t\t\t\tprev: fragments.length - hiddenFragments.length > 0,\n\t\t\t\tnext: !!hiddenFragments.length\n\t\t\t};\n\t\t}\n\t\telse {\n\t\t\treturn { prev: false, next: false };\n\t\t}\n\n\t}\n\n\t/**\n\t * Return a sorted fragments list, ordered by an increasing\n\t * \"data-fragment-index\" attribute.\n\t *\n\t * Fragments will be revealed in the order that they are returned by\n\t * this function, so you can use the index attributes to control the\n\t * order of fragment appearance.\n\t *\n\t * To maintain a sensible default fragment order, fragments are presumed\n\t * to be passed in document order. This function adds a \"fragment-index\"\n\t * attribute to each node if such an attribute is not already present,\n\t * and sets that attribute to an integer value which is the position of\n\t * the fragment within the fragments list.\n\t *\n\t * @param {object[]|*} fragments\n\t * @param {boolean} grouped If true the returned array will contain\n\t * nested arrays for all fragments with the same index\n\t * @return {object[]} sorted Sorted array of fragments\n\t */\n\tsort( fragments, grouped = false ) {\n\n\t\tfragments = Array.from( fragments );\n\n\t\tlet ordered = [],\n\t\t\tunordered = [],\n\t\t\tsorted = [];\n\n\t\t// Group ordered and unordered elements\n\t\tfragments.forEach( fragment => {\n\t\t\tif( fragment.hasAttribute( 'data-fragment-index' ) ) {\n\t\t\t\tlet index = parseInt( fragment.getAttribute( 'data-fragment-index' ), 10 );\n\n\t\t\t\tif( !ordered[index] ) {\n\t\t\t\t\tordered[index] = [];\n\t\t\t\t}\n\n\t\t\t\tordered[index].push( fragment );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tunordered.push( [ fragment ] );\n\t\t\t}\n\t\t} );\n\n\t\t// Append fragments without explicit indices in their\n\t\t// DOM order\n\t\tordered = ordered.concat( unordered );\n\n\t\t// Manually count the index up per group to ensure there\n\t\t// are no gaps\n\t\tlet index = 0;\n\n\t\t// Push all fragments in their sorted order to an array,\n\t\t// this flattens the groups\n\t\tordered.forEach( group => {\n\t\t\tgroup.forEach( fragment => {\n\t\t\t\tsorted.push( fragment );\n\t\t\t\tfragment.setAttribute( 'data-fragment-index', index );\n\t\t\t} );\n\n\t\t\tindex ++;\n\t\t} );\n\n\t\treturn grouped === true ? ordered : sorted;\n\n\t}\n\n\t/**\n\t * Sorts and formats all of fragments in the\n\t * presentation.\n\t */\n\tsortAll() {\n\n\t\tthis.Reveal.getHorizontalSlides().forEach( horizontalSlide => {\n\n\t\t\tlet verticalSlides = queryAll( horizontalSlide, 'section' );\n\t\t\tverticalSlides.forEach( ( verticalSlide, y ) => {\n\n\t\t\t\tthis.sort( verticalSlide.querySelectorAll( '.fragment' ) );\n\n\t\t\t}, this );\n\n\t\t\tif( verticalSlides.length === 0 ) this.sort( horizontalSlide.querySelectorAll( '.fragment' ) );\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Refreshes the fragments on the current slide so that they\n\t * have the appropriate classes (.visible + .current-fragment).\n\t *\n\t * @param {number} [index] The index of the current fragment\n\t * @param {array} [fragments] Array containing all fragments\n\t * in the current slide\n\t *\n\t * @return {{shown: array, hidden: array}}\n\t */\n\tupdate( index, fragments, slide = this.Reveal.getCurrentSlide() ) {\n\n\t\tlet changedFragments = {\n\t\t\tshown: [],\n\t\t\thidden: []\n\t\t};\n\n\t\tif( slide && this.Reveal.getConfig().fragments ) {\n\n\t\t\tfragments = fragments || this.sort( slide.querySelectorAll( '.fragment' ) );\n\n\t\t\tif( fragments.length ) {\n\n\t\t\t\tlet maxIndex = 0;\n\n\t\t\t\tif( typeof index !== 'number' ) {\n\t\t\t\t\tlet currentFragment = this.sort( slide.querySelectorAll( '.fragment.visible' ) ).pop();\n\t\t\t\t\tif( currentFragment ) {\n\t\t\t\t\t\tindex = parseInt( currentFragment.getAttribute( 'data-fragment-index' ) || 0, 10 );\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t\tArray.from( fragments ).forEach( ( el, i ) => {\n\n\t\t\t\t\tif( el.hasAttribute( 'data-fragment-index' ) ) {\n\t\t\t\t\t\ti = parseInt( el.getAttribute( 'data-fragment-index' ), 10 );\n\t\t\t\t\t}\n\n\t\t\t\t\tmaxIndex = Math.max( maxIndex, i );\n\n\t\t\t\t\t// Visible fragments\n\t\t\t\t\tif( i <= index ) {\n\t\t\t\t\t\tlet wasVisible = el.classList.contains( 'visible' )\n\t\t\t\t\t\tel.classList.add( 'visible' );\n\t\t\t\t\t\tel.classList.remove( 'current-fragment' );\n\n\t\t\t\t\t\tif( i === index ) {\n\t\t\t\t\t\t\t// Announce the fragments one by one to the Screen Reader\n\t\t\t\t\t\t\tthis.Reveal.announceStatus( this.Reveal.getStatusText( el ) );\n\n\t\t\t\t\t\t\tel.classList.add( 'current-fragment' );\n\t\t\t\t\t\t\tthis.Reveal.slideContent.startEmbeddedContent( el );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\tif( !wasVisible ) {\n\t\t\t\t\t\t\tchangedFragments.shown.push( el )\n\t\t\t\t\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\t\t\t\t\ttarget: el,\n\t\t\t\t\t\t\t\ttype: 'visible',\n\t\t\t\t\t\t\t\tbubbles: false\n\t\t\t\t\t\t\t});\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\t// Hidden fragments\n\t\t\t\t\telse {\n\t\t\t\t\t\tlet wasVisible = el.classList.contains( 'visible' )\n\t\t\t\t\t\tel.classList.remove( 'visible' );\n\t\t\t\t\t\tel.classList.remove( 'current-fragment' );\n\n\t\t\t\t\t\tif( wasVisible ) {\n\t\t\t\t\t\t\tthis.Reveal.slideContent.stopEmbeddedContent( el );\n\t\t\t\t\t\t\tchangedFragments.hidden.push( el );\n\t\t\t\t\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\t\t\t\t\ttarget: el,\n\t\t\t\t\t\t\t\ttype: 'hidden',\n\t\t\t\t\t\t\t\tbubbles: false\n\t\t\t\t\t\t\t});\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\n\t\t\t\t} );\n\n\t\t\t\t// Write the current fragment index to the slide <section>.\n\t\t\t\t// This can be used by end users to apply styles based on\n\t\t\t\t// the current fragment index.\n\t\t\t\tindex = typeof index === 'number' ? index : -1;\n\t\t\t\tindex = Math.max( Math.min( index, maxIndex ), -1 );\n\t\t\t\tslide.setAttribute( 'data-fragment', index );\n\n\t\t\t}\n\n\t\t}\n\n\t\tif( changedFragments.hidden.length ) {\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'fragmenthidden',\n\t\t\t\tdata: {\n\t\t\t\t\tfragment: changedFragments.hidden[0],\n\t\t\t\t\tfragments: changedFragments.hidden\n\t\t\t\t}\n\t\t\t});\n\t\t}\n\n\t\tif( changedFragments.shown.length ) {\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'fragmentshown',\n\t\t\t\tdata: {\n\t\t\t\t\tfragment: changedFragments.shown[0],\n\t\t\t\t\tfragments: changedFragments.shown\n\t\t\t\t}\n\t\t\t});\n\t\t}\n\n\t\treturn changedFragments;\n\n\t}\n\n\t/**\n\t * Formats the fragments on the given slide so that they have\n\t * valid indices. Call this if fragments are changed in the DOM\n\t * after reveal.js has already initialized.\n\t *\n\t * @param {HTMLElement} slide\n\t * @return {Array} a list of the HTML fragments that were synced\n\t */\n\tsync( slide = this.Reveal.getCurrentSlide() ) {\n\n\t\treturn this.sort( slide.querySelectorAll( '.fragment' ) );\n\n\t}\n\n\t/**\n\t * Navigate to the specified slide fragment.\n\t *\n\t * @param {?number} index The index of the fragment that\n\t * should be shown, -1 means all are invisible\n\t * @param {number} offset Integer offset to apply to the\n\t * fragment index\n\t *\n\t * @return {boolean} true if a change was made in any\n\t * fragments visibility as part of this call\n\t */\n\tgoto( index, offset = 0 ) {\n\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tif( currentSlide && this.Reveal.getConfig().fragments ) {\n\n\t\t\tlet fragments = this.sort( currentSlide.querySelectorAll( '.fragment:not(.disabled)' ) );\n\t\t\tif( fragments.length ) {\n\n\t\t\t\t// If no index is specified, find the current\n\t\t\t\tif( typeof index !== 'number' ) {\n\t\t\t\t\tlet lastVisibleFragment = this.sort( currentSlide.querySelectorAll( '.fragment:not(.disabled).visible' ) ).pop();\n\n\t\t\t\t\tif( lastVisibleFragment ) {\n\t\t\t\t\t\tindex = parseInt( lastVisibleFragment.getAttribute( 'data-fragment-index' ) || 0, 10 );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tindex = -1;\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t\t// Apply the offset if there is one\n\t\t\t\tindex += offset;\n\n\t\t\t\tlet changedFragments = this.update( index, fragments );\n\n\t\t\t\tthis.Reveal.controls.update();\n\t\t\t\tthis.Reveal.progress.update();\n\n\t\t\t\tif( this.Reveal.getConfig().fragmentInURL ) {\n\t\t\t\t\tthis.Reveal.location.writeURL();\n\t\t\t\t}\n\n\t\t\t\treturn !!( changedFragments.shown.length || changedFragments.hidden.length );\n\n\t\t\t}\n\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Navigate to the next slide fragment.\n\t *\n\t * @return {boolean} true if there was a next fragment,\n\t * false otherwise\n\t */\n\tnext() {\n\n\t\treturn this.goto( null, 1 );\n\n\t}\n\n\t/**\n\t * Navigate to the previous slide fragment.\n\t *\n\t * @return {boolean} true if there was a previous fragment,\n\t * false otherwise\n\t */\n\tprev() {\n\n\t\treturn this.goto( null, -1 );\n\n\t}\n\n}","import { SLIDES_SELECTOR } from '../utils/constants.js'\nimport { extend, queryAll, transformElement } from '../utils/util.js'\n\n/**\n * Handles all logic related to the overview mode\n * (birds-eye view of all slides).\n */\nexport default class Overview {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.active = false;\n\n\t\tthis.onSlideClicked = this.onSlideClicked.bind( this );\n\n\t}\n\n\t/**\n\t * Displays the overview of slides (quick nav) by scaling\n\t * down and arranging all slide elements.\n\t */\n\tactivate() {\n\n\t\t// Only proceed if enabled in config\n\t\tif( this.Reveal.getConfig().overview && !this.Reveal.isScrollView() && !this.isActive() ) {\n\n\t\t\tthis.active = true;\n\n\t\t\tthis.Reveal.getRevealElement().classList.add( 'overview' );\n\n\t\t\t// Don't auto-slide while in overview mode\n\t\t\tthis.Reveal.cancelAutoSlide();\n\n\t\t\t// Move the backgrounds element into the slide container to\n\t\t\t// that the same scaling is applied\n\t\t\tthis.Reveal.getSlidesElement().appendChild( this.Reveal.getBackgroundsElement() );\n\n\t\t\t// Clicking on an overview slide navigates to it\n\t\t\tqueryAll( this.Reveal.getRevealElement(), SLIDES_SELECTOR ).forEach( slide => {\n\t\t\t\tif( !slide.classList.contains( 'stack' ) ) {\n\t\t\t\t\tslide.addEventListener( 'click', this.onSlideClicked, true );\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\t// Calculate slide sizes\n\t\t\tconst margin = 70;\n\t\t\tconst slideSize = this.Reveal.getComputedSlideSize();\n\t\t\tthis.overviewSlideWidth = slideSize.width + margin;\n\t\t\tthis.overviewSlideHeight = slideSize.height + margin;\n\n\t\t\t// Reverse in RTL mode\n\t\t\tif( this.Reveal.getConfig().rtl ) {\n\t\t\t\tthis.overviewSlideWidth = -this.overviewSlideWidth;\n\t\t\t}\n\n\t\t\tthis.Reveal.updateSlidesVisibility();\n\n\t\t\tthis.layout();\n\t\t\tthis.update();\n\n\t\t\tthis.Reveal.layout();\n\n\t\t\tconst indices = this.Reveal.getIndices();\n\n\t\t\t// Notify observers of the overview showing\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'overviewshown',\n\t\t\t\tdata: {\n\t\t\t\t\t'indexh': indices.h,\n\t\t\t\t\t'indexv': indices.v,\n\t\t\t\t\t'currentSlide': this.Reveal.getCurrentSlide()\n\t\t\t\t}\n\t\t\t});\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Uses CSS transforms to position all slides in a grid for\n\t * display inside of the overview mode.\n\t */\n\tlayout() {\n\n\t\t// Layout slides\n\t\tthis.Reveal.getHorizontalSlides().forEach( ( hslide, h ) => {\n\t\t\thslide.setAttribute( 'data-index-h', h );\n\t\t\ttransformElement( hslide, 'translate3d(' + ( h * this.overviewSlideWidth ) + 'px, 0, 0)' );\n\n\t\t\tif( hslide.classList.contains( 'stack' ) ) {\n\n\t\t\t\tqueryAll( hslide, 'section' ).forEach( ( vslide, v ) => {\n\t\t\t\t\tvslide.setAttribute( 'data-index-h', h );\n\t\t\t\t\tvslide.setAttribute( 'data-index-v', v );\n\n\t\t\t\t\ttransformElement( vslide, 'translate3d(0, ' + ( v * this.overviewSlideHeight ) + 'px, 0)' );\n\t\t\t\t} );\n\n\t\t\t}\n\t\t} );\n\n\t\t// Layout slide backgrounds\n\t\tArray.from( this.Reveal.getBackgroundsElement().childNodes ).forEach( ( hbackground, h ) => {\n\t\t\ttransformElement( hbackground, 'translate3d(' + ( h * this.overviewSlideWidth ) + 'px, 0, 0)' );\n\n\t\t\tqueryAll( hbackground, '.slide-background' ).forEach( ( vbackground, v ) => {\n\t\t\t\ttransformElement( vbackground, 'translate3d(0, ' + ( v * this.overviewSlideHeight ) + 'px, 0)' );\n\t\t\t} );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Moves the overview viewport to the current slides.\n\t * Called each time the current slide changes.\n\t */\n\tupdate() {\n\n\t\tconst vmin = Math.min( window.innerWidth, window.innerHeight );\n\t\tconst scale = Math.max( vmin / 5, 150 ) / vmin;\n\t\tconst indices = this.Reveal.getIndices();\n\n\t\tthis.Reveal.transformSlides( {\n\t\t\toverview: [\n\t\t\t\t'scale('+ scale +')',\n\t\t\t\t'translateX('+ ( -indices.h * this.overviewSlideWidth ) +'px)',\n\t\t\t\t'translateY('+ ( -indices.v * this.overviewSlideHeight ) +'px)'\n\t\t\t].join( ' ' )\n\t\t} );\n\n\t}\n\n\t/**\n\t * Exits the slide overview and enters the currently\n\t * active slide.\n\t */\n\tdeactivate() {\n\n\t\t// Only proceed if enabled in config\n\t\tif( this.Reveal.getConfig().overview ) {\n\n\t\t\tthis.active = false;\n\n\t\t\tthis.Reveal.getRevealElement().classList.remove( 'overview' );\n\n\t\t\t// Temporarily add a class so that transitions can do different things\n\t\t\t// depending on whether they are exiting/entering overview, or just\n\t\t\t// moving from slide to slide\n\t\t\tthis.Reveal.getRevealElement().classList.add( 'overview-deactivating' );\n\n\t\t\tsetTimeout( () => {\n\t\t\t\tthis.Reveal.getRevealElement().classList.remove( 'overview-deactivating' );\n\t\t\t}, 1 );\n\n\t\t\t// Move the background element back out\n\t\t\tthis.Reveal.getRevealElement().appendChild( this.Reveal.getBackgroundsElement() );\n\n\t\t\t// Clean up changes made to slides\n\t\t\tqueryAll( this.Reveal.getRevealElement(), SLIDES_SELECTOR ).forEach( slide => {\n\t\t\t\ttransformElement( slide, '' );\n\n\t\t\t\tslide.removeEventListener( 'click', this.onSlideClicked, true );\n\t\t\t} );\n\n\t\t\t// Clean up changes made to backgrounds\n\t\t\tqueryAll( this.Reveal.getBackgroundsElement(), '.slide-background' ).forEach( background => {\n\t\t\t\ttransformElement( background, '' );\n\t\t\t} );\n\n\t\t\tthis.Reveal.transformSlides( { overview: '' } );\n\n\t\t\tconst indices = this.Reveal.getIndices();\n\n\t\t\tthis.Reveal.slide( indices.h, indices.v );\n\t\t\tthis.Reveal.layout();\n\t\t\tthis.Reveal.cueAutoSlide();\n\n\t\t\t// Notify observers of the overview hiding\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'overviewhidden',\n\t\t\t\tdata: {\n\t\t\t\t\t'indexh': indices.h,\n\t\t\t\t\t'indexv': indices.v,\n\t\t\t\t\t'currentSlide': this.Reveal.getCurrentSlide()\n\t\t\t\t}\n\t\t\t});\n\n\t\t}\n\t}\n\n\t/**\n\t * Toggles the slide overview mode on and off.\n\t *\n\t * @param {Boolean} [override] Flag which overrides the\n\t * toggle logic and forcibly sets the desired state. True means\n\t * overview is open, false means it's closed.\n\t */\n\ttoggle( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? this.activate() : this.deactivate();\n\t\t}\n\t\telse {\n\t\t\tthis.isActive() ? this.deactivate() : this.activate();\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if the overview is currently active.\n\t *\n\t * @return {Boolean} true if the overview is active,\n\t * false otherwise\n\t */\n\tisActive() {\n\n\t\treturn this.active;\n\n\t}\n\n\t/**\n\t * Invoked when a slide is and we're in the overview.\n\t *\n\t * @param {object} event\n\t */\n\tonSlideClicked( event ) {\n\n\t\tif( this.isActive() ) {\n\t\t\tevent.preventDefault();\n\n\t\t\tlet element = event.target;\n\n\t\t\twhile( element && !element.nodeName.match( /section/gi ) ) {\n\t\t\t\telement = element.parentNode;\n\t\t\t}\n\n\t\t\tif( element && !element.classList.contains( 'disabled' ) ) {\n\n\t\t\t\tthis.deactivate();\n\n\t\t\t\tif( element.nodeName.match( /section/gi ) ) {\n\t\t\t\t\tlet h = parseInt( element.getAttribute( 'data-index-h' ), 10 ),\n\t\t\t\t\t\tv = parseInt( element.getAttribute( 'data-index-v' ), 10 );\n\n\t\t\t\t\tthis.Reveal.slide( h, v );\n\t\t\t\t}\n\n\t\t\t}\n\t\t}\n\n\t}\n\n}","import { enterFullscreen } from '../utils/util.js'\n\n/**\n * Handles all reveal.js keyboard interactions.\n */\nexport default class Keyboard {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\t// A key:value map of keyboard keys and descriptions of\n\t\t// the actions they trigger\n\t\tthis.shortcuts = {};\n\n\t\t// Holds custom key code mappings\n\t\tthis.bindings = {};\n\n\t\tthis.onDocumentKeyDown = this.onDocumentKeyDown.bind( this );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.navigationMode === 'linear' ) {\n\t\t\tthis.shortcuts['&#8594;  ,  &#8595;  ,  SPACE  ,  N  ,  L  ,  J'] = 'Next slide';\n\t\t\tthis.shortcuts['&#8592;  ,  &#8593;  ,  P  ,  H  ,  K']           = 'Previous slide';\n\t\t}\n\t\telse {\n\t\t\tthis.shortcuts['N  ,  SPACE']   = 'Next slide';\n\t\t\tthis.shortcuts['P  ,  Shift SPACE']             = 'Previous slide';\n\t\t\tthis.shortcuts['&#8592;  ,  H'] = 'Navigate left';\n\t\t\tthis.shortcuts['&#8594;  ,  L'] = 'Navigate right';\n\t\t\tthis.shortcuts['&#8593;  ,  K'] = 'Navigate up';\n\t\t\tthis.shortcuts['&#8595;  ,  J'] = 'Navigate down';\n\t\t}\n\n\t\tthis.shortcuts['Alt + &#8592;/&#8593/&#8594;/&#8595;']        = 'Navigate without fragments';\n\t\tthis.shortcuts['Shift + &#8592;/&#8593/&#8594;/&#8595;']      = 'Jump to first/last slide';\n\t\tthis.shortcuts['B  ,  .']                       = 'Pause';\n\t\tthis.shortcuts['F']                             = 'Fullscreen';\n\t\tthis.shortcuts['G']                             = 'Jump to slide';\n\t\tthis.shortcuts['ESC, O']                        = 'Slide overview';\n\n\t}\n\n\t/**\n\t * Starts listening for keyboard events.\n\t */\n\tbind() {\n\n\t\tdocument.addEventListener( 'keydown', this.onDocumentKeyDown, false );\n\n\t}\n\n\t/**\n\t * Stops listening for keyboard events.\n\t */\n\tunbind() {\n\n\t\tdocument.removeEventListener( 'keydown', this.onDocumentKeyDown, false );\n\n\t}\n\n\t/**\n\t * Add a custom key binding with optional description to\n\t * be added to the help screen.\n\t */\n\taddKeyBinding( binding, callback ) {\n\n\t\tif( typeof binding === 'object' && binding.keyCode ) {\n\t\t\tthis.bindings[binding.keyCode] = {\n\t\t\t\tcallback: callback,\n\t\t\t\tkey: binding.key,\n\t\t\t\tdescription: binding.description\n\t\t\t};\n\t\t}\n\t\telse {\n\t\t\tthis.bindings[binding] = {\n\t\t\t\tcallback: callback,\n\t\t\t\tkey: null,\n\t\t\t\tdescription: null\n\t\t\t};\n\t\t}\n\n\t}\n\n\t/**\n\t * Removes the specified custom key binding.\n\t */\n\tremoveKeyBinding( keyCode ) {\n\n\t\tdelete this.bindings[keyCode];\n\n\t}\n\n\t/**\n\t * Programmatically triggers a keyboard event\n\t *\n\t * @param {int} keyCode\n\t */\n\ttriggerKey( keyCode ) {\n\n\t\tthis.onDocumentKeyDown( { keyCode } );\n\n\t}\n\n\t/**\n\t * Registers a new shortcut to include in the help overlay\n\t *\n\t * @param {String} key\n\t * @param {String} value\n\t */\n\tregisterKeyboardShortcut( key, value ) {\n\n\t\tthis.shortcuts[key] = value;\n\n\t}\n\n\tgetShortcuts() {\n\n\t\treturn this.shortcuts;\n\n\t}\n\n\tgetBindings() {\n\n\t\treturn this.bindings;\n\n\t}\n\n\t/**\n\t * Handler for the document level 'keydown' event.\n\t *\n\t * @param {object} event\n\t */\n\tonDocumentKeyDown( event ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\n\t\t// If there's a condition specified and it returns false,\n\t\t// ignore this event\n\t\tif( typeof config.keyboardCondition === 'function' && config.keyboardCondition(event) === false ) {\n\t\t\treturn true;\n\t\t}\n\n\t\t// If keyboardCondition is set, only capture keyboard events\n\t\t// for embedded decks when they are focused\n\t\tif( config.keyboardCondition === 'focused' && !this.Reveal.isFocused() ) {\n\t\t\treturn true;\n\t\t}\n\n\t\t// Shorthand\n\t\tlet keyCode = event.keyCode;\n\n\t\t// Remember if auto-sliding was paused so we can toggle it\n\t\tlet autoSlideWasPaused = !this.Reveal.isAutoSliding();\n\n\t\tthis.Reveal.onUserInput( event );\n\n\t\t// Is there a focused element that could be using the keyboard?\n\t\tlet activeElementIsCE = document.activeElement && document.activeElement.isContentEditable === true;\n\t\tlet activeElementIsInput = document.activeElement && document.activeElement.tagName && /input|textarea/i.test( document.activeElement.tagName );\n\t\tlet activeElementIsNotes = document.activeElement && document.activeElement.className && /speaker-notes/i.test( document.activeElement.className);\n\n\t\t// Whitelist certain modifiers for slide navigation shortcuts\n\t\tlet keyCodeUsesModifier = [32, 37, 38, 39, 40, 63, 78, 80, 191].indexOf( event.keyCode ) !== -1;\n\n\t\t// Prevent all other events when a modifier is pressed\n\t\tlet unusedModifier = \t!( keyCodeUsesModifier && event.shiftKey || event.altKey ) &&\n\t\t\t\t\t\t\t\t( event.shiftKey || event.altKey || event.ctrlKey || event.metaKey );\n\n\t\t// Disregard the event if there's a focused element or a\n\t\t// keyboard modifier key is present\n\t\tif( activeElementIsCE || activeElementIsInput || activeElementIsNotes || unusedModifier ) return;\n\n\t\t// While paused only allow resume keyboard events; 'b', 'v', '.'\n\t\tlet resumeKeyCodes = [66,86,190,191,112];\n\t\tlet key;\n\n\t\t// Custom key bindings for togglePause should be able to resume\n\t\tif( typeof config.keyboard === 'object' ) {\n\t\t\tfor( key in config.keyboard ) {\n\t\t\t\tif( config.keyboard[key] === 'togglePause' ) {\n\t\t\t\t\tresumeKeyCodes.push( parseInt( key, 10 ) );\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tif( this.Reveal.isPaused() && resumeKeyCodes.indexOf( keyCode ) === -1 ) {\n\t\t\treturn false;\n\t\t}\n\n\t\t// Use linear navigation if we're configured to OR if\n\t\t// the presentation is one-dimensional\n\t\tlet useLinearMode = config.navigationMode === 'linear' || !this.Reveal.hasHorizontalSlides() || !this.Reveal.hasVerticalSlides();\n\n\t\tlet triggered = false;\n\n\t\t// 1. User defined key bindings\n\t\tif( typeof config.keyboard === 'object' ) {\n\n\t\t\tfor( key in config.keyboard ) {\n\n\t\t\t\t// Check if this binding matches the pressed key\n\t\t\t\tif( parseInt( key, 10 ) === keyCode ) {\n\n\t\t\t\t\tlet value = config.keyboard[ key ];\n\n\t\t\t\t\t// Callback function\n\t\t\t\t\tif( typeof value === 'function' ) {\n\t\t\t\t\t\tvalue.apply( null, [ event ] );\n\t\t\t\t\t}\n\t\t\t\t\t// String shortcuts to reveal.js API\n\t\t\t\t\telse if( typeof value === 'string' && typeof this.Reveal[ value ] === 'function' ) {\n\t\t\t\t\t\tthis.Reveal[ value ].call();\n\t\t\t\t\t}\n\n\t\t\t\t\ttriggered = true;\n\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}\n\n\t\t// 2. Registered custom key bindings\n\t\tif( triggered === false ) {\n\n\t\t\tfor( key in this.bindings ) {\n\n\t\t\t\t// Check if this binding matches the pressed key\n\t\t\t\tif( parseInt( key, 10 ) === keyCode ) {\n\n\t\t\t\t\tlet action = this.bindings[ key ].callback;\n\n\t\t\t\t\t// Callback function\n\t\t\t\t\tif( typeof action === 'function' ) {\n\t\t\t\t\t\taction.apply( null, [ event ] );\n\t\t\t\t\t}\n\t\t\t\t\t// String shortcuts to reveal.js API\n\t\t\t\t\telse if( typeof action === 'string' && typeof this.Reveal[ action ] === 'function' ) {\n\t\t\t\t\t\tthis.Reveal[ action ].call();\n\t\t\t\t\t}\n\n\t\t\t\t\ttriggered = true;\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\t// 3. System defined key bindings\n\t\tif( triggered === false ) {\n\n\t\t\t// Assume true and try to prove false\n\t\t\ttriggered = true;\n\n\t\t\t// P, PAGE UP\n\t\t\tif( keyCode === 80 || keyCode === 33 ) {\n\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t}\n\t\t\t// N, PAGE DOWN\n\t\t\telse if( keyCode === 78 || keyCode === 34 ) {\n\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t}\n\t\t\t// H, LEFT\n\t\t\telse if( keyCode === 72 || keyCode === 37 ) {\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.slide( 0 );\n\t\t\t\t}\n\t\t\t\telse if( !this.Reveal.overview.isActive() && useLinearMode ) {\n\t\t\t\t\tif( config.rtl ) {\n\t\t\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.left({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// L, RIGHT\n\t\t\telse if( keyCode === 76 || keyCode === 39 ) {\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.slide( this.Reveal.getHorizontalSlides().length - 1 );\n\t\t\t\t}\n\t\t\t\telse if( !this.Reveal.overview.isActive() && useLinearMode ) {\n\t\t\t\t\tif( config.rtl ) {\n\t\t\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.right({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// K, UP\n\t\t\telse if( keyCode === 75 || keyCode === 38 ) {\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.slide( undefined, 0 );\n\t\t\t\t}\n\t\t\t\telse if( !this.Reveal.overview.isActive() && useLinearMode ) {\n\t\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.up({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// J, DOWN\n\t\t\telse if( keyCode === 74 || keyCode === 40 ) {\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.slide( undefined, Number.MAX_VALUE );\n\t\t\t\t}\n\t\t\t\telse if( !this.Reveal.overview.isActive() && useLinearMode ) {\n\t\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.down({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// HOME\n\t\t\telse if( keyCode === 36 ) {\n\t\t\t\tthis.Reveal.slide( 0 );\n\t\t\t}\n\t\t\t// END\n\t\t\telse if( keyCode === 35 ) {\n\t\t\t\tthis.Reveal.slide( this.Reveal.getHorizontalSlides().length - 1 );\n\t\t\t}\n\t\t\t// SPACE\n\t\t\telse if( keyCode === 32 ) {\n\t\t\t\tif( this.Reveal.overview.isActive() ) {\n\t\t\t\t\tthis.Reveal.overview.deactivate();\n\t\t\t\t}\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// TWO-SPOT, SEMICOLON, B, V, PERIOD, LOGITECH PRESENTER TOOLS \"BLACK SCREEN\" BUTTON\n\t\t\telse if( [58, 59, 66, 86, 190].includes( keyCode ) || ( keyCode === 191 && !event.shiftKey ) ) {\n\t\t\t\tthis.Reveal.togglePause();\n\t\t\t}\n\t\t\t// F\n\t\t\telse if( keyCode === 70 ) {\n\t\t\t\tenterFullscreen( config.embedded ? this.Reveal.getViewportElement() : document.documentElement );\n\t\t\t}\n\t\t\t// A\n\t\t\telse if( keyCode === 65 ) {\n\t\t\t\tif( config.autoSlideStoppable ) {\n\t\t\t\t\tthis.Reveal.toggleAutoSlide( autoSlideWasPaused );\n\t\t\t\t}\n\t\t\t}\n\t\t\t// G\n\t\t\telse if( keyCode === 71 ) {\n\t\t\t\tif( config.jumpToSlide ) {\n\t\t\t\t\tthis.Reveal.toggleJumpToSlide();\n\t\t\t\t}\n\t\t\t}\n\t\t\t// ?\n\t\t\telse if( ( keyCode === 63 || keyCode === 191 ) && event.shiftKey ) {\n\t\t\t\tthis.Reveal.toggleHelp();\n\t\t\t}\n\t\t\t// F1\n\t\t\telse if( keyCode === 112 ) {\n\t\t\t\tthis.Reveal.toggleHelp();\n\t\t\t}\n\t\t\telse {\n\t\t\t\ttriggered = false;\n\t\t\t}\n\n\t\t}\n\n\t\t// If the input resulted in a triggered action we should prevent\n\t\t// the browsers default behavior\n\t\tif( triggered ) {\n\t\t\tevent.preventDefault && event.preventDefault();\n\t\t}\n\t\t// ESC or O key\n\t\telse if( keyCode === 27 || keyCode === 79 ) {\n\t\t\tif( this.Reveal.closeOverlay() === false ) {\n\t\t\t\tthis.Reveal.overview.toggle();\n\t\t\t}\n\n\t\t\tevent.preventDefault && event.preventDefault();\n\t\t}\n\n\t\t// If auto-sliding is enabled we need to cue up\n\t\t// another timeout\n\t\tthis.Reveal.cueAutoSlide();\n\n\t}\n\n}\n","/**\n * Reads and writes the URL based on reveal.js' current state.\n */\nexport default class Location {\n\n\t// The minimum number of milliseconds that must pass between\n\t// calls to history.replaceState\n\tMAX_REPLACE_STATE_FREQUENCY = 1000\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\t// Delays updates to the URL due to a Chrome thumbnailer bug\n\t\tthis.writeURLTimeout = 0;\n\n\t\tthis.replaceStateTimestamp = 0;\n\n\t\tthis.onWindowHashChange = this.onWindowHashChange.bind( this );\n\n\t}\n\n\tbind() {\n\n\t\twindow.addEventListener( 'hashchange', this.onWindowHashChange, false );\n\n\t}\n\n\tunbind() {\n\n\t\twindow.removeEventListener( 'hashchange', this.onWindowHashChange, false );\n\n\t}\n\n\t/**\n\t * Returns the slide indices for the given hash link.\n\t *\n\t * @param {string} [hash] the hash string that we want to\n\t * find the indices for\n\t *\n\t * @returns slide indices or null\n\t */\n\tgetIndicesFromHash( hash=window.location.hash, options={} ) {\n\n\t\t// Attempt to parse the hash as either an index or name\n\t\tlet name = hash.replace( /^#\\/?/, '' );\n\t\tlet bits = name.split( '/' );\n\n\t\t// If the first bit is not fully numeric and there is a name we\n\t\t// can assume that this is a named link\n\t\tif( !/^[0-9]*$/.test( bits[0] ) && name.length ) {\n\t\t\tlet slide;\n\n\t\t\tlet f;\n\n\t\t\t// Parse named links with fragments (#/named-link/2)\n\t\t\tif( /\\/[-\\d]+$/g.test( name ) ) {\n\t\t\t\tf = parseInt( name.split( '/' ).pop(), 10 );\n\t\t\t\tf = isNaN(f) ? undefined : f;\n\t\t\t\tname = name.split( '/' ).shift();\n\t\t\t}\n\n\t\t\t// Ensure the named link is a valid HTML ID attribute\n\t\t\ttry {\n\t\t\t\tslide = document\n\t\t\t\t\t.getElementById( decodeURIComponent( name ) )\n\t\t\t\t\t.closest('.slides section');\n\t\t\t}\n\t\t\tcatch ( error ) { }\n\n\t\t\tif( slide ) {\n\t\t\t\treturn { ...this.Reveal.getIndices( slide ), f };\n\t\t\t}\n\t\t}\n\t\telse {\n\t\t\tconst config = this.Reveal.getConfig();\n\t\t\tlet hashIndexBase = config.hashOneBasedIndex || options.oneBasedIndex ? 1 : 0;\n\n\t\t\t// Read the index components of the hash\n\t\t\tlet h = ( parseInt( bits[0], 10 ) - hashIndexBase ) || 0,\n\t\t\t\tv = ( parseInt( bits[1], 10 ) - hashIndexBase ) || 0,\n\t\t\t\tf;\n\n\t\t\tif( config.fragmentInURL ) {\n\t\t\t\tf = parseInt( bits[2], 10 );\n\t\t\t\tif( isNaN( f ) ) {\n\t\t\t\t\tf = undefined;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\treturn { h, v, f };\n\t\t}\n\n\t\t// The hash couldn't be parsed or no matching named link was found\n\t\treturn null\n\n\t}\n\n\t/**\n\t * Reads the current URL (hash) and navigates accordingly.\n\t */\n\treadURL() {\n\n\t\tconst currentIndices = this.Reveal.getIndices();\n\t\tconst newIndices = this.getIndicesFromHash();\n\n\t\tif( newIndices ) {\n\t\t\tif( ( newIndices.h !== currentIndices.h || newIndices.v !== currentIndices.v || newIndices.f !== undefined ) ) {\n\t\t\t\t\tthis.Reveal.slide( newIndices.h, newIndices.v, newIndices.f );\n\t\t\t}\n\t\t}\n\t\t// If no new indices are available, we're trying to navigate to\n\t\t// a slide hash that does not exist\n\t\telse {\n\t\t\tthis.Reveal.slide( currentIndices.h || 0, currentIndices.v || 0 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates the page URL (hash) to reflect the current\n\t * state.\n\t *\n\t * @param {number} delay The time in ms to wait before\n\t * writing the hash\n\t */\n\twriteURL( delay ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\n\t\t// Make sure there's never more than one timeout running\n\t\tclearTimeout( this.writeURLTimeout );\n\n\t\t// If a delay is specified, timeout this call\n\t\tif( typeof delay === 'number' ) {\n\t\t\tthis.writeURLTimeout = setTimeout( this.writeURL, delay );\n\t\t}\n\t\telse if( currentSlide ) {\n\n\t\t\tlet hash = this.getHash();\n\n\t\t\t// If we're configured to push to history OR the history\n\t\t\t// API is not available.\n\t\t\tif( config.history ) {\n\t\t\t\twindow.location.hash = hash;\n\t\t\t}\n\t\t\t// If we're configured to reflect the current slide in the\n\t\t\t// URL without pushing to history.\n\t\t\telse if( config.hash ) {\n\t\t\t\t// If the hash is empty, don't add it to the URL\n\t\t\t\tif( hash === '/' ) {\n\t\t\t\t\tthis.debouncedReplaceState( window.location.pathname + window.location.search );\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.debouncedReplaceState( '#' + hash );\n\t\t\t\t}\n\t\t\t}\n\t\t\t// UPDATE: The below nuking of all hash changes breaks\n\t\t\t// anchors on pages where reveal.js is running. Removed\n\t\t\t// in 4.0. Why was it here in the first place? ¯\\_(ツ)_/¯\n\t\t\t//\n\t\t\t// If history and hash are both disabled, a hash may still\n\t\t\t// be added to the URL by clicking on a href with a hash\n\t\t\t// target. Counter this by always removing the hash.\n\t\t\t// else {\n\t\t\t// \twindow.history.replaceState( null, null, window.location.pathname + window.location.search );\n\t\t\t// }\n\n\t\t}\n\n\t}\n\n\treplaceState( url ) {\n\n\t\twindow.history.replaceState( null, null, url );\n\t\tthis.replaceStateTimestamp = Date.now();\n\n\t}\n\n\tdebouncedReplaceState( url ) {\n\n\t\tclearTimeout( this.replaceStateTimeout );\n\n\t\tif( Date.now() - this.replaceStateTimestamp > this.MAX_REPLACE_STATE_FREQUENCY ) {\n\t\t\tthis.replaceState( url );\n\t\t}\n\t\telse {\n\t\t\tthis.replaceStateTimeout = setTimeout( () => this.replaceState( url ), this.MAX_REPLACE_STATE_FREQUENCY );\n\t\t}\n\n\t}\n\n\t/**\n\t * Return a hash URL that will resolve to the given slide location.\n\t *\n\t * @param {HTMLElement} [slide=currentSlide] The slide to link to\n\t */\n\tgetHash( slide ) {\n\n\t\tlet url = '/';\n\n\t\t// Attempt to create a named link based on the slide's ID\n\t\tlet s = slide || this.Reveal.getCurrentSlide();\n\t\tlet id = s ? s.getAttribute( 'id' ) : null;\n\t\tif( id ) {\n\t\t\tid = encodeURIComponent( id );\n\t\t}\n\n\t\tlet index = this.Reveal.getIndices( slide );\n\t\tif( !this.Reveal.getConfig().fragmentInURL ) {\n\t\t\tindex.f = undefined;\n\t\t}\n\n\t\t// If the current slide has an ID, use that as a named link,\n\t\t// but we don't support named links with a fragment index\n\t\tif( typeof id === 'string' && id.length ) {\n\t\t\turl = '/' + id;\n\n\t\t\t// If there is also a fragment, append that at the end\n\t\t\t// of the named link, like: #/named-link/2\n\t\t\tif( index.f >= 0 ) url += '/' + index.f;\n\t\t}\n\t\t// Otherwise use the /h/v index\n\t\telse {\n\t\t\tlet hashIndexBase = this.Reveal.getConfig().hashOneBasedIndex ? 1 : 0;\n\t\t\tif( index.h > 0 || index.v > 0 || index.f >= 0 ) url += index.h + hashIndexBase;\n\t\t\tif( index.v > 0 || index.f >= 0 ) url += '/' + (index.v + hashIndexBase );\n\t\t\tif( index.f >= 0 ) url += '/' + index.f;\n\t\t}\n\n\t\treturn url;\n\n\t}\n\n\t/**\n\t * Handler for the window level 'hashchange' event.\n\t *\n\t * @param {object} [event]\n\t */\n\tonWindowHashChange( event ) {\n\n\t\tthis.readURL();\n\n\t}\n\n}","import { queryAll, enterFullscreen } from '../utils/util.js'\nimport { isAndroid } from '../utils/device.js'\n\n/**\n * Manages our presentation controls. This includes both\n * the built-in control arrows as well as event monitoring\n * of any elements within the presentation with either of the\n * following helper classes:\n * - .navigate-up\n * - .navigate-right\n * - .navigate-down\n * - .navigate-left\n * - .navigate-next\n * - .navigate-prev\n * - .enter-fullscreen\n */\nexport default class Controls {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.onNavigateLeftClicked = this.onNavigateLeftClicked.bind( this );\n\t\tthis.onNavigateRightClicked = this.onNavigateRightClicked.bind( this );\n\t\tthis.onNavigateUpClicked = this.onNavigateUpClicked.bind( this );\n\t\tthis.onNavigateDownClicked = this.onNavigateDownClicked.bind( this );\n\t\tthis.onNavigatePrevClicked = this.onNavigatePrevClicked.bind( this );\n\t\tthis.onNavigateNextClicked = this.onNavigateNextClicked.bind( this );\n\t\tthis.onEnterFullscreen = this.onEnterFullscreen.bind( this );\n\n\t}\n\n\trender() {\n\n\t\tconst rtl = this.Reveal.getConfig().rtl;\n\t\tconst revealElement = this.Reveal.getRevealElement();\n\n\t\tthis.element = document.createElement( 'aside' );\n\t\tthis.element.className = 'controls';\n\t\tthis.element.innerHTML =\n\t\t\t`<button class=\"navigate-left\" aria-label=\"${ rtl ? 'next slide' : 'previous slide' }\"><div class=\"controls-arrow\"></div></button>\n\t\t\t<button class=\"navigate-right\" aria-label=\"${ rtl ? 'previous slide' : 'next slide' }\"><div class=\"controls-arrow\"></div></button>\n\t\t\t<button class=\"navigate-up\" aria-label=\"above slide\"><div class=\"controls-arrow\"></div></button>\n\t\t\t<button class=\"navigate-down\" aria-label=\"below slide\"><div class=\"controls-arrow\"></div></button>`;\n\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t\t// There can be multiple instances of controls throughout the page\n\t\tthis.controlsLeft = queryAll( revealElement, '.navigate-left' );\n\t\tthis.controlsRight = queryAll( revealElement, '.navigate-right' );\n\t\tthis.controlsUp = queryAll( revealElement, '.navigate-up' );\n\t\tthis.controlsDown = queryAll( revealElement, '.navigate-down' );\n\t\tthis.controlsPrev = queryAll( revealElement, '.navigate-prev' );\n\t\tthis.controlsNext = queryAll( revealElement, '.navigate-next' );\n\t\tthis.controlsFullscreen = queryAll( revealElement, '.enter-fullscreen' );\n\n\t\t// The left, right and down arrows in the standard reveal.js controls\n\t\tthis.controlsRightArrow = this.element.querySelector( '.navigate-right' );\n\t\tthis.controlsLeftArrow = this.element.querySelector( '.navigate-left' );\n\t\tthis.controlsDownArrow = this.element.querySelector( '.navigate-down' );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tthis.element.style.display = config.controls ? 'block' : 'none';\n\n\t\tthis.element.setAttribute( 'data-controls-layout', config.controlsLayout );\n\t\tthis.element.setAttribute( 'data-controls-back-arrows', config.controlsBackArrows );\n\n\t}\n\n\tbind() {\n\n\t\t// Listen to both touch and click events, in case the device\n\t\t// supports both\n\t\tlet pointerEvents = [ 'touchstart', 'click' ];\n\n\t\t// Only support touch for Android, fixes double navigations in\n\t\t// stock browser\n\t\tif( isAndroid ) {\n\t\t\tpointerEvents = [ 'touchstart' ];\n\t\t}\n\n\t\tpointerEvents.forEach( eventName => {\n\t\t\tthis.controlsLeft.forEach( el => el.addEventListener( eventName, this.onNavigateLeftClicked, false ) );\n\t\t\tthis.controlsRight.forEach( el => el.addEventListener( eventName, this.onNavigateRightClicked, false ) );\n\t\t\tthis.controlsUp.forEach( el => el.addEventListener( eventName, this.onNavigateUpClicked, false ) );\n\t\t\tthis.controlsDown.forEach( el => el.addEventListener( eventName, this.onNavigateDownClicked, false ) );\n\t\t\tthis.controlsPrev.forEach( el => el.addEventListener( eventName, this.onNavigatePrevClicked, false ) );\n\t\t\tthis.controlsNext.forEach( el => el.addEventListener( eventName, this.onNavigateNextClicked, false ) );\n\t\t\tthis.controlsFullscreen.forEach( el => el.addEventListener( eventName, this.onEnterFullscreen, false ) );\n\t\t} );\n\n\t}\n\n\tunbind() {\n\n\t\t[ 'touchstart', 'click' ].forEach( eventName => {\n\t\t\tthis.controlsLeft.forEach( el => el.removeEventListener( eventName, this.onNavigateLeftClicked, false ) );\n\t\t\tthis.controlsRight.forEach( el => el.removeEventListener( eventName, this.onNavigateRightClicked, false ) );\n\t\t\tthis.controlsUp.forEach( el => el.removeEventListener( eventName, this.onNavigateUpClicked, false ) );\n\t\t\tthis.controlsDown.forEach( el => el.removeEventListener( eventName, this.onNavigateDownClicked, false ) );\n\t\t\tthis.controlsPrev.forEach( el => el.removeEventListener( eventName, this.onNavigatePrevClicked, false ) );\n\t\t\tthis.controlsNext.forEach( el => el.removeEventListener( eventName, this.onNavigateNextClicked, false ) );\n\t\t\tthis.controlsFullscreen.forEach( el => el.removeEventListener( eventName, this.onEnterFullscreen, false ) );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Updates the state of all control/navigation arrows.\n\t */\n\tupdate() {\n\n\t\tlet routes = this.Reveal.availableRoutes();\n\n\t\t// Remove the 'enabled' class from all directions\n\t\t[...this.controlsLeft, ...this.controlsRight, ...this.controlsUp, ...this.controlsDown, ...this.controlsPrev, ...this.controlsNext].forEach( node => {\n\t\t\tnode.classList.remove( 'enabled', 'fragmented' );\n\n\t\t\t// Set 'disabled' attribute on all directions\n\t\t\tnode.setAttribute( 'disabled', 'disabled' );\n\t\t} );\n\n\t\t// Add the 'enabled' class to the available routes; remove 'disabled' attribute to enable buttons\n\t\tif( routes.left ) this.controlsLeft.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\tif( routes.right ) this.controlsRight.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\tif( routes.up ) this.controlsUp.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\tif( routes.down ) this.controlsDown.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\n\t\t// Prev/next buttons\n\t\tif( routes.left || routes.up ) this.controlsPrev.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\tif( routes.right || routes.down ) this.controlsNext.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\n\t\t// Highlight fragment directions\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tif( currentSlide ) {\n\n\t\t\tlet fragmentsRoutes = this.Reveal.fragments.availableRoutes();\n\n\t\t\t// Always apply fragment decorator to prev/next buttons\n\t\t\tif( fragmentsRoutes.prev ) this.controlsPrev.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\tif( fragmentsRoutes.next ) this.controlsNext.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\n\t\t\t// Apply fragment decorators to directional buttons based on\n\t\t\t// what slide axis they are in\n\t\t\tif( this.Reveal.isVerticalSlide( currentSlide ) ) {\n\t\t\t\tif( fragmentsRoutes.prev ) this.controlsUp.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\t\tif( fragmentsRoutes.next ) this.controlsDown.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tif( fragmentsRoutes.prev ) this.controlsLeft.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\t\tif( fragmentsRoutes.next ) this.controlsRight.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\t}\n\n\t\t}\n\n\t\tif( this.Reveal.getConfig().controlsTutorial ) {\n\n\t\t\tlet indices = this.Reveal.getIndices();\n\n\t\t\t// Highlight control arrows with an animation to ensure\n\t\t\t// that the viewer knows how to navigate\n\t\t\tif( !this.Reveal.hasNavigatedVertically() && routes.down ) {\n\t\t\t\tthis.controlsDownArrow.classList.add( 'highlight' );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tthis.controlsDownArrow.classList.remove( 'highlight' );\n\n\t\t\t\tif( this.Reveal.getConfig().rtl ) {\n\n\t\t\t\t\tif( !this.Reveal.hasNavigatedHorizontally() && routes.left && indices.v === 0 ) {\n\t\t\t\t\t\tthis.controlsLeftArrow.classList.add( 'highlight' );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.controlsLeftArrow.classList.remove( 'highlight' );\n\t\t\t\t\t}\n\n\t\t\t\t} else {\n\n\t\t\t\t\tif( !this.Reveal.hasNavigatedHorizontally() && routes.right && indices.v === 0 ) {\n\t\t\t\t\t\tthis.controlsRightArrow.classList.add( 'highlight' );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.controlsRightArrow.classList.remove( 'highlight' );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\t}\n\n\tdestroy() {\n\n\t\tthis.unbind();\n\t\tthis.element.remove();\n\n\t}\n\n\t/**\n\t * Event handlers for navigation control buttons.\n\t */\n\tonNavigateLeftClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tif( this.Reveal.getConfig().navigationMode === 'linear' ) {\n\t\t\tthis.Reveal.prev();\n\t\t}\n\t\telse {\n\t\t\tthis.Reveal.left();\n\t\t}\n\n\t}\n\n\tonNavigateRightClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tif( this.Reveal.getConfig().navigationMode === 'linear' ) {\n\t\t\tthis.Reveal.next();\n\t\t}\n\t\telse {\n\t\t\tthis.Reveal.right();\n\t\t}\n\n\t}\n\n\tonNavigateUpClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tthis.Reveal.up();\n\n\t}\n\n\tonNavigateDownClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tthis.Reveal.down();\n\n\t}\n\n\tonNavigatePrevClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tthis.Reveal.prev();\n\n\t}\n\n\tonNavigateNextClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tthis.Reveal.next();\n\n\t}\n\n\tonEnterFullscreen( event ) {\n\n\t\tconst config = this.Reveal.getConfig();\n\t\tconst viewport = this.Reveal.getViewportElement();\n\n\t\tenterFullscreen( config.embedded ? viewport : viewport.parentElement );\n\n\t}\n\n}","/**\n * Creates a visual progress bar for the presentation.\n */\nexport default class Progress {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.onProgressClicked = this.onProgressClicked.bind( this );\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'progress';\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t\tthis.bar = document.createElement( 'span' );\n\t\tthis.element.appendChild( this.bar );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tthis.element.style.display = config.progress ? 'block' : 'none';\n\n\t}\n\n\tbind() {\n\n\t\tif( this.Reveal.getConfig().progress && this.element ) {\n\t\t\tthis.element.addEventListener( 'click', this.onProgressClicked, false );\n\t\t}\n\n\t}\n\n\tunbind() {\n\n\t\tif ( this.Reveal.getConfig().progress && this.element ) {\n\t\t\tthis.element.removeEventListener( 'click', this.onProgressClicked, false );\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates the progress bar to reflect the current slide.\n\t */\n\tupdate() {\n\n\t\t// Update progress if enabled\n\t\tif( this.Reveal.getConfig().progress && this.bar ) {\n\n\t\t\tlet scale = this.Reveal.getProgress();\n\n\t\t\t// Don't fill the progress bar if there's only one slide\n\t\t\tif( this.Reveal.getTotalSlides() < 2 ) {\n\t\t\t\tscale = 0;\n\t\t\t}\n\n\t\t\tthis.bar.style.transform = 'scaleX('+ scale +')';\n\n\t\t}\n\n\t}\n\n\tgetMaxWidth() {\n\n\t\treturn this.Reveal.getRevealElement().offsetWidth;\n\n\t}\n\n\t/**\n\t * Clicking on the progress bar results in a navigation to the\n\t * closest approximate horizontal slide using this equation:\n\t *\n\t * ( clickX / presentationWidth ) * numberOfSlides\n\t *\n\t * @param {object} event\n\t */\n\tonProgressClicked( event ) {\n\n\t\tthis.Reveal.onUserInput( event );\n\n\t\tevent.preventDefault();\n\n\t\tlet slides = this.Reveal.getSlides();\n\t\tlet slidesTotal = slides.length;\n\t\tlet slideIndex = Math.floor( ( event.clientX / this.getMaxWidth() ) * slidesTotal );\n\n\t\tif( this.Reveal.getConfig().rtl ) {\n\t\t\tslideIndex = slidesTotal - slideIndex;\n\t\t}\n\n\t\tlet targetIndices = this.Reveal.getIndices(slides[slideIndex]);\n\t\tthis.Reveal.slide( targetIndices.h, targetIndices.v );\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.element.remove();\n\n\t}\n\n}","/**\n * Handles hiding of the pointer/cursor when inactive.\n */\nexport default class Pointer {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\t// Throttles mouse wheel navigation\n\t\tthis.lastMouseWheelStep = 0;\n\n\t\t// Is the mouse pointer currently hidden from view\n\t\tthis.cursorHidden = false;\n\n\t\t// Timeout used to determine when the cursor is inactive\n\t\tthis.cursorInactiveTimeout = 0;\n\n\t\tthis.onDocumentCursorActive = this.onDocumentCursorActive.bind( this );\n\t\tthis.onDocumentMouseScroll = this.onDocumentMouseScroll.bind( this );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.mouseWheel ) {\n\t\t\tdocument.addEventListener( 'wheel', this.onDocumentMouseScroll, false );\n\t\t}\n\t\telse {\n\t\t\tdocument.removeEventListener( 'wheel', this.onDocumentMouseScroll, false );\n\t\t}\n\n\t\t// Auto-hide the mouse pointer when its inactive\n\t\tif( config.hideInactiveCursor ) {\n\t\t\tdocument.addEventListener( 'mousemove', this.onDocumentCursorActive, false );\n\t\t\tdocument.addEventListener( 'mousedown', this.onDocumentCursorActive, false );\n\t\t}\n\t\telse {\n\t\t\tthis.showCursor();\n\n\t\t\tdocument.removeEventListener( 'mousemove', this.onDocumentCursorActive, false );\n\t\t\tdocument.removeEventListener( 'mousedown', this.onDocumentCursorActive, false );\n\t\t}\n\n\t}\n\n\t/**\n\t * Shows the mouse pointer after it has been hidden with\n\t * #hideCursor.\n\t */\n\tshowCursor() {\n\n\t\tif( this.cursorHidden ) {\n\t\t\tthis.cursorHidden = false;\n\t\t\tthis.Reveal.getRevealElement().style.cursor = '';\n\t\t}\n\n\t}\n\n\t/**\n\t * Hides the mouse pointer when it's on top of the .reveal\n\t * container.\n\t */\n\thideCursor() {\n\n\t\tif( this.cursorHidden === false ) {\n\t\t\tthis.cursorHidden = true;\n\t\t\tthis.Reveal.getRevealElement().style.cursor = 'none';\n\t\t}\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.showCursor();\n\n\t\tdocument.removeEventListener( 'wheel', this.onDocumentMouseScroll, false );\n\t\tdocument.removeEventListener( 'mousemove', this.onDocumentCursorActive, false );\n\t\tdocument.removeEventListener( 'mousedown', this.onDocumentCursorActive, false );\n\n\t}\n\n\t/**\n\t * Called whenever there is mouse input at the document level\n\t * to determine if the cursor is active or not.\n\t *\n\t * @param {object} event\n\t */\n\tonDocumentCursorActive( event ) {\n\n\t\tthis.showCursor();\n\n\t\tclearTimeout( this.cursorInactiveTimeout );\n\n\t\tthis.cursorInactiveTimeout = setTimeout( this.hideCursor.bind( this ), this.Reveal.getConfig().hideCursorTime );\n\n\t}\n\n\t/**\n\t * Handles mouse wheel scrolling, throttled to avoid skipping\n\t * multiple slides.\n\t *\n\t * @param {object} event\n\t */\n\tonDocumentMouseScroll( event ) {\n\n\t\tif( Date.now() - this.lastMouseWheelStep > 1000 ) {\n\n\t\t\tthis.lastMouseWheelStep = Date.now();\n\n\t\t\tlet delta = event.detail || -event.wheelDelta;\n\t\t\tif( delta > 0 ) {\n\t\t\t\tthis.Reveal.next();\n\t\t\t}\n\t\t\telse if( delta < 0 ) {\n\t\t\t\tthis.Reveal.prev();\n\t\t\t}\n\n\t\t}\n\n\t}\n\n}\n","/**\n * Loads a JavaScript file from the given URL and executes it.\n *\n * @param {string} url Address of the .js file to load\n * @param {function} callback Method to invoke when the script\n * has loaded and executed\n */\nexport const loadScript = ( url, callback ) => {\n\n\tconst script = document.createElement( 'script' );\n\tscript.type = 'text/javascript';\n\tscript.async = false;\n\tscript.defer = false;\n\tscript.src = url;\n\n\tif( typeof callback === 'function' ) {\n\n\t\t// Success callback\n\t\tscript.onload = script.onreadystatechange = event => {\n\t\t\tif( event.type === 'load' || /loaded|complete/.test( script.readyState ) ) {\n\n\t\t\t\t// Kill event listeners\n\t\t\t\tscript.onload = script.onreadystatechange = script.onerror = null;\n\n\t\t\t\tcallback();\n\n\t\t\t}\n\t\t};\n\n\t\t// Error callback\n\t\tscript.onerror = err => {\n\n\t\t\t// Kill event listeners\n\t\t\tscript.onload = script.onreadystatechange = script.onerror = null;\n\n\t\t\tcallback( new Error( 'Failed loading script: ' + script.src + '\\n' + err ) );\n\n\t\t};\n\n\t}\n\n\t// Append the script at the end of <head>\n\tconst head = document.querySelector( 'head' );\n\thead.insertBefore( script, head.lastChild );\n\n}","import { loadScript } from '../utils/loader.js'\n\n/**\n * Manages loading and registering of reveal.js plugins.\n */\nexport default class Plugins {\n\n\tconstructor( reveal ) {\n\n\t\tthis.Reveal = reveal;\n\n\t\t// Flags our current state (idle -> loading -> loaded)\n\t\tthis.state = 'idle';\n\n\t\t// An id:instance map of currently registered plugins\n\t\tthis.registeredPlugins = {};\n\n\t\tthis.asyncDependencies = [];\n\n\t}\n\n\t/**\n\t * Loads reveal.js dependencies, registers and\n\t * initializes plugins.\n\t *\n\t * Plugins are direct references to a reveal.js plugin\n\t * object that we register and initialize after any\n\t * synchronous dependencies have loaded.\n\t *\n\t * Dependencies are defined via the 'dependencies' config\n\t * option and will be loaded prior to starting reveal.js.\n\t * Some dependencies may have an 'async' flag, if so they\n\t * will load after reveal.js has been started up.\n\t */\n\tload( plugins, dependencies ) {\n\n\t\tthis.state = 'loading';\n\n\t\tplugins.forEach( this.registerPlugin.bind( this ) );\n\n\t\treturn new Promise( resolve => {\n\n\t\t\tlet scripts = [],\n\t\t\t\tscriptsToLoad = 0;\n\n\t\t\tdependencies.forEach( s => {\n\t\t\t\t// Load if there's no condition or the condition is truthy\n\t\t\t\tif( !s.condition || s.condition() ) {\n\t\t\t\t\tif( s.async ) {\n\t\t\t\t\t\tthis.asyncDependencies.push( s );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tscripts.push( s );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\tif( scripts.length ) {\n\t\t\t\tscriptsToLoad = scripts.length;\n\n\t\t\t\tconst scriptLoadedCallback = (s) => {\n\t\t\t\t\tif( s && typeof s.callback === 'function' ) s.callback();\n\n\t\t\t\t\tif( --scriptsToLoad === 0 ) {\n\t\t\t\t\t\tthis.initPlugins().then( resolve );\n\t\t\t\t\t}\n\t\t\t\t};\n\n\t\t\t\t// Load synchronous scripts\n\t\t\t\tscripts.forEach( s => {\n\t\t\t\t\tif( typeof s.id === 'string' ) {\n\t\t\t\t\t\tthis.registerPlugin( s );\n\t\t\t\t\t\tscriptLoadedCallback( s );\n\t\t\t\t\t}\n\t\t\t\t\telse if( typeof s.src === 'string' ) {\n\t\t\t\t\t\tloadScript( s.src, () => scriptLoadedCallback(s) );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tconsole.warn( 'Unrecognized plugin format', s );\n\t\t\t\t\t\tscriptLoadedCallback();\n\t\t\t\t\t}\n\t\t\t\t} );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tthis.initPlugins().then( resolve );\n\t\t\t}\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Initializes our plugins and waits for them to be ready\n\t * before proceeding.\n\t */\n\tinitPlugins() {\n\n\t\treturn new Promise( resolve => {\n\n\t\t\tlet pluginValues = Object.values( this.registeredPlugins );\n\t\t\tlet pluginsToInitialize = pluginValues.length;\n\n\t\t\t// If there are no plugins, skip this step\n\t\t\tif( pluginsToInitialize === 0 ) {\n\t\t\t\tthis.loadAsync().then( resolve );\n\t\t\t}\n\t\t\t// ... otherwise initialize plugins\n\t\t\telse {\n\n\t\t\t\tlet initNextPlugin;\n\n\t\t\t\tlet afterPlugInitialized = () => {\n\t\t\t\t\tif( --pluginsToInitialize === 0 ) {\n\t\t\t\t\t\tthis.loadAsync().then( resolve );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tinitNextPlugin();\n\t\t\t\t\t}\n\t\t\t\t};\n\n\t\t\t\tlet i = 0;\n\n\t\t\t\t// Initialize plugins serially\n\t\t\t\tinitNextPlugin = () => {\n\n\t\t\t\t\tlet plugin = pluginValues[i++];\n\n\t\t\t\t\t// If the plugin has an 'init' method, invoke it\n\t\t\t\t\tif( typeof plugin.init === 'function' ) {\n\t\t\t\t\t\tlet promise = plugin.init( this.Reveal );\n\n\t\t\t\t\t\t// If the plugin returned a Promise, wait for it\n\t\t\t\t\t\tif( promise && typeof promise.then === 'function' ) {\n\t\t\t\t\t\t\tpromise.then( afterPlugInitialized );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tafterPlugInitialized();\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tafterPlugInitialized();\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\tinitNextPlugin();\n\n\t\t\t}\n\n\t\t} )\n\n\t}\n\n\t/**\n\t * Loads all async reveal.js dependencies.\n\t */\n\tloadAsync() {\n\n\t\tthis.state = 'loaded';\n\n\t\tif( this.asyncDependencies.length ) {\n\t\t\tthis.asyncDependencies.forEach( s => {\n\t\t\t\tloadScript( s.src, s.callback );\n\t\t\t} );\n\t\t}\n\n\t\treturn Promise.resolve();\n\n\t}\n\n\t/**\n\t * Registers a new plugin with this reveal.js instance.\n\t *\n\t * reveal.js waits for all registered plugins to initialize\n\t * before considering itself ready, as long as the plugin\n\t * is registered before calling `Reveal.initialize()`.\n\t */\n\tregisterPlugin( plugin ) {\n\n\t\t// Backwards compatibility to make reveal.js ~3.9.0\n\t\t// plugins work with reveal.js 4.0.0\n\t\tif( arguments.length === 2 && typeof arguments[0] === 'string' ) {\n\t\t\tplugin = arguments[1];\n\t\t\tplugin.id = arguments[0];\n\t\t}\n\t\t// Plugin can optionally be a function which we call\n\t\t// to create an instance of the plugin\n\t\telse if( typeof plugin === 'function' ) {\n\t\t\tplugin = plugin();\n\t\t}\n\n\t\tlet id = plugin.id;\n\n\t\tif( typeof id !== 'string' ) {\n\t\t\tconsole.warn( 'Unrecognized plugin format; can\\'t find plugin.id', plugin );\n\t\t}\n\t\telse if( this.registeredPlugins[id] === undefined ) {\n\t\t\tthis.registeredPlugins[id] = plugin;\n\n\t\t\t// If a plugin is registered after reveal.js is loaded,\n\t\t\t// initialize it right away\n\t\t\tif( this.state === 'loaded' && typeof plugin.init === 'function' ) {\n\t\t\t\tplugin.init( this.Reveal );\n\t\t\t}\n\t\t}\n\t\telse {\n\t\t\tconsole.warn( 'reveal.js: \"'+ id +'\" plugin has already been registered' );\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if a specific plugin has been registered.\n\t *\n\t * @param {String} id Unique plugin identifier\n\t */\n\thasPlugin( id ) {\n\n\t\treturn !!this.registeredPlugins[id];\n\n\t}\n\n\t/**\n\t * Returns the specific plugin instance, if a plugin\n\t * with the given ID has been registered.\n\t *\n\t * @param {String} id Unique plugin identifier\n\t */\n\tgetPlugin( id ) {\n\n\t\treturn this.registeredPlugins[id];\n\n\t}\n\n\tgetRegisteredPlugins() {\n\n\t\treturn this.registeredPlugins;\n\n\t}\n\n\tdestroy() {\n\n\t\tObject.values( this.registeredPlugins ).forEach( plugin => {\n\t\t\tif( typeof plugin.destroy === 'function' ) {\n\t\t\t\tplugin.destroy();\n\t\t\t}\n\t\t} );\n\n\t\tthis.registeredPlugins = {};\n\t\tthis.asyncDependencies = [];\n\n\t}\n\n}\n","import { isAndroid } from '../utils/device.js'\nimport { matches } from '../utils/util.js'\n\nconst SWIPE_THRESHOLD = 40;\n\n/**\n * Controls all touch interactions and navigations for\n * a presentation.\n */\nexport default class Touch {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\t// Holds information about the currently ongoing touch interaction\n\t\tthis.touchStartX = 0;\n\t\tthis.touchStartY = 0;\n\t\tthis.touchStartCount = 0;\n\t\tthis.touchCaptured = false;\n\n\t\tthis.onPointerDown = this.onPointerDown.bind( this );\n\t\tthis.onPointerMove = this.onPointerMove.bind( this );\n\t\tthis.onPointerUp = this.onPointerUp.bind( this );\n\t\tthis.onTouchStart = this.onTouchStart.bind( this );\n\t\tthis.onTouchMove = this.onTouchMove.bind( this );\n\t\tthis.onTouchEnd = this.onTouchEnd.bind( this );\n\n\t}\n\n\t/**\n\t *\n\t */\n\tbind() {\n\n\t\tlet revealElement = this.Reveal.getRevealElement();\n\n\t\tif( 'onpointerdown' in window ) {\n\t\t\t// Use W3C pointer events\n\t\t\trevealElement.addEventListener( 'pointerdown', this.onPointerDown, false );\n\t\t\trevealElement.addEventListener( 'pointermove', this.onPointerMove, false );\n\t\t\trevealElement.addEventListener( 'pointerup', this.onPointerUp, false );\n\t\t}\n\t\telse if( window.navigator.msPointerEnabled ) {\n\t\t\t// IE 10 uses prefixed version of pointer events\n\t\t\trevealElement.addEventListener( 'MSPointerDown', this.onPointerDown, false );\n\t\t\trevealElement.addEventListener( 'MSPointerMove', this.onPointerMove, false );\n\t\t\trevealElement.addEventListener( 'MSPointerUp', this.onPointerUp, false );\n\t\t}\n\t\telse {\n\t\t\t// Fall back to touch events\n\t\t\trevealElement.addEventListener( 'touchstart', this.onTouchStart, false );\n\t\t\trevealElement.addEventListener( 'touchmove', this.onTouchMove, false );\n\t\t\trevealElement.addEventListener( 'touchend', this.onTouchEnd, false );\n\t\t}\n\n\t}\n\n\t/**\n\t *\n\t */\n\tunbind() {\n\n\t\tlet revealElement = this.Reveal.getRevealElement();\n\n\t\trevealElement.removeEventListener( 'pointerdown', this.onPointerDown, false );\n\t\trevealElement.removeEventListener( 'pointermove', this.onPointerMove, false );\n\t\trevealElement.removeEventListener( 'pointerup', this.onPointerUp, false );\n\n\t\trevealElement.removeEventListener( 'MSPointerDown', this.onPointerDown, false );\n\t\trevealElement.removeEventListener( 'MSPointerMove', this.onPointerMove, false );\n\t\trevealElement.removeEventListener( 'MSPointerUp', this.onPointerUp, false );\n\n\t\trevealElement.removeEventListener( 'touchstart', this.onTouchStart, false );\n\t\trevealElement.removeEventListener( 'touchmove', this.onTouchMove, false );\n\t\trevealElement.removeEventListener( 'touchend', this.onTouchEnd, false );\n\n\t}\n\n\t/**\n\t * Checks if the target element prevents the triggering of\n\t * swipe navigation.\n\t */\n\tisSwipePrevented( target ) {\n\n\t\t// Prevent accidental swipes when scrubbing timelines\n\t\tif( matches( target, 'video[controls], audio[controls]' ) ) return true;\n\n\t\twhile( target && typeof target.hasAttribute === 'function' ) {\n\t\t\tif( target.hasAttribute( 'data-prevent-swipe' ) ) return true;\n\t\t\ttarget = target.parentNode;\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Handler for the 'touchstart' event, enables support for\n\t * swipe and pinch gestures.\n\t *\n\t * @param {object} event\n\t */\n\tonTouchStart( event ) {\n\n\t\tthis.touchCaptured = false;\n\n\t\tif( this.isSwipePrevented( event.target ) ) return true;\n\n\t\tthis.touchStartX = event.touches[0].clientX;\n\t\tthis.touchStartY = event.touches[0].clientY;\n\t\tthis.touchStartCount = event.touches.length;\n\n\t}\n\n\t/**\n\t * Handler for the 'touchmove' event.\n\t *\n\t * @param {object} event\n\t */\n\tonTouchMove( event ) {\n\n\t\tif( this.isSwipePrevented( event.target ) ) return true;\n\n\t\tlet config = this.Reveal.getConfig();\n\n\t\t// Each touch should only trigger one action\n\t\tif( !this.touchCaptured ) {\n\t\t\tthis.Reveal.onUserInput( event );\n\n\t\t\tlet currentX = event.touches[0].clientX;\n\t\t\tlet currentY = event.touches[0].clientY;\n\n\t\t\t// There was only one touch point, look for a swipe\n\t\t\tif( event.touches.length === 1 && this.touchStartCount !== 2 ) {\n\n\t\t\t\tlet availableRoutes = this.Reveal.availableRoutes({ includeFragments: true });\n\n\t\t\t\tlet deltaX = currentX - this.touchStartX,\n\t\t\t\t\tdeltaY = currentY - this.touchStartY;\n\n\t\t\t\tif( deltaX > SWIPE_THRESHOLD && Math.abs( deltaX ) > Math.abs( deltaY ) ) {\n\t\t\t\t\tthis.touchCaptured = true;\n\t\t\t\t\tif( config.navigationMode === 'linear' ) {\n\t\t\t\t\t\tif( config.rtl ) {\n\t\t\t\t\t\t\tthis.Reveal.next();\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tthis.Reveal.prev();\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.left();\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse if( deltaX < -SWIPE_THRESHOLD && Math.abs( deltaX ) > Math.abs( deltaY ) ) {\n\t\t\t\t\tthis.touchCaptured = true;\n\t\t\t\t\tif( config.navigationMode === 'linear' ) {\n\t\t\t\t\t\tif( config.rtl ) {\n\t\t\t\t\t\t\tthis.Reveal.prev();\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tthis.Reveal.next();\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.right();\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse if( deltaY > SWIPE_THRESHOLD && availableRoutes.up ) {\n\t\t\t\t\tthis.touchCaptured = true;\n\t\t\t\t\tif( config.navigationMode === 'linear' ) {\n\t\t\t\t\t\tthis.Reveal.prev();\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.up();\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse if( deltaY < -SWIPE_THRESHOLD && availableRoutes.down ) {\n\t\t\t\t\tthis.touchCaptured = true;\n\t\t\t\t\tif( config.navigationMode === 'linear' ) {\n\t\t\t\t\t\tthis.Reveal.next();\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.down();\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t\t// If we're embedded, only block touch events if they have\n\t\t\t\t// triggered an action\n\t\t\t\tif( config.embedded ) {\n\t\t\t\t\tif( this.touchCaptured || this.Reveal.isVerticalSlide() ) {\n\t\t\t\t\t\tevent.preventDefault();\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\t// Not embedded? Block them all to avoid needless tossing\n\t\t\t\t// around of the viewport in iOS\n\t\t\t\telse {\n\t\t\t\t\tevent.preventDefault();\n\t\t\t\t}\n\n\t\t\t}\n\t\t}\n\t\t// There's a bug with swiping on some Android devices unless\n\t\t// the default action is always prevented\n\t\telse if( isAndroid ) {\n\t\t\tevent.preventDefault();\n\t\t}\n\n\t}\n\n\t/**\n\t * Handler for the 'touchend' event.\n\t *\n\t * @param {object} event\n\t */\n\tonTouchEnd( event ) {\n\n\t\tthis.touchCaptured = false;\n\n\t}\n\n\t/**\n\t * Convert pointer down to touch start.\n\t *\n\t * @param {object} event\n\t */\n\tonPointerDown( event ) {\n\n\t\tif( event.pointerType === event.MSPOINTER_TYPE_TOUCH || event.pointerType === \"touch\" ) {\n\t\t\tevent.touches = [{ clientX: event.clientX, clientY: event.clientY }];\n\t\t\tthis.onTouchStart( event );\n\t\t}\n\n\t}\n\n\t/**\n\t * Convert pointer move to touch move.\n\t *\n\t * @param {object} event\n\t */\n\tonPointerMove( event ) {\n\n\t\tif( event.pointerType === event.MSPOINTER_TYPE_TOUCH || event.pointerType === \"touch\" )  {\n\t\t\tevent.touches = [{ clientX: event.clientX, clientY: event.clientY }];\n\t\t\tthis.onTouchMove( event );\n\t\t}\n\n\t}\n\n\t/**\n\t * Convert pointer up to touch end.\n\t *\n\t * @param {object} event\n\t */\n\tonPointerUp( event ) {\n\n\t\tif( event.pointerType === event.MSPOINTER_TYPE_TOUCH || event.pointerType === \"touch\" )  {\n\t\t\tevent.touches = [{ clientX: event.clientX, clientY: event.clientY }];\n\t\t\tthis.onTouchEnd( event );\n\t\t}\n\n\t}\n\n}","import { closest } from '../utils/util.js'\n\n/**\n * Manages focus when a presentation is embedded. This\n * helps us only capture keyboard from the presentation\n * a user is currently interacting with in a page where\n * multiple presentations are embedded.\n */\n\nconst STATE_FOCUS = 'focus';\nconst STATE_BLUR = 'blur';\n\nexport default class Focus {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.onRevealPointerDown = this.onRevealPointerDown.bind( this );\n\t\tthis.onDocumentPointerDown = this.onDocumentPointerDown.bind( this );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.embedded ) {\n\t\t\tthis.blur();\n\t\t}\n\t\telse {\n\t\t\tthis.focus();\n\t\t\tthis.unbind();\n\t\t}\n\n\t}\n\n\tbind() {\n\n\t\tif( this.Reveal.getConfig().embedded ) {\n\t\t\tthis.Reveal.getRevealElement().addEventListener( 'pointerdown', this.onRevealPointerDown, false );\n\t\t}\n\n\t}\n\n\tunbind() {\n\n\t\tthis.Reveal.getRevealElement().removeEventListener( 'pointerdown', this.onRevealPointerDown, false );\n\t\tdocument.removeEventListener( 'pointerdown', this.onDocumentPointerDown, false );\n\n\t}\n\n\tfocus() {\n\n\t\tif( this.state !== STATE_FOCUS ) {\n\t\t\tthis.Reveal.getRevealElement().classList.add( 'focused' );\n\t\t\tdocument.addEventListener( 'pointerdown', this.onDocumentPointerDown, false );\n\t\t}\n\n\t\tthis.state = STATE_FOCUS;\n\n\t}\n\n\tblur() {\n\n\t\tif( this.state !== STATE_BLUR ) {\n\t\t\tthis.Reveal.getRevealElement().classList.remove( 'focused' );\n\t\t\tdocument.removeEventListener( 'pointerdown', this.onDocumentPointerDown, false );\n\t\t}\n\n\t\tthis.state = STATE_BLUR;\n\n\t}\n\n\tisFocused() {\n\n\t\treturn this.state === STATE_FOCUS;\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.Reveal.getRevealElement().classList.remove( 'focused' );\n\n\t}\n\n\tonRevealPointerDown( event ) {\n\n\t\tthis.focus();\n\n\t}\n\n\tonDocumentPointerDown( event ) {\n\n\t\tlet revealElement = closest( event.target, '.reveal' );\n\t\tif( !revealElement || revealElement !== this.Reveal.getRevealElement() ) {\n\t\t\tthis.blur();\n\t\t}\n\n\t}\n\n}","/**\n * Handles the showing of speaker notes\n */\nexport default class Notes {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'speaker-notes';\n\t\tthis.element.setAttribute( 'data-prevent-swipe', '' );\n\t\tthis.element.setAttribute( 'tabindex', '0' );\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.showNotes ) {\n\t\t\tthis.element.setAttribute( 'data-layout', typeof config.showNotes === 'string' ? config.showNotes : 'inline' );\n\t\t}\n\n\t}\n\n\t/**\n\t * Pick up notes from the current slide and display them\n\t * to the viewer.\n\t *\n\t * @see {@link config.showNotes}\n\t */\n\tupdate() {\n\n\t\tif( this.Reveal.getConfig().showNotes &&\n\t\t\tthis.element && this.Reveal.getCurrentSlide() &&\n\t\t\t!this.Reveal.isScrollView() &&\n\t\t\t!this.Reveal.isPrintView()\n\t\t) {\n\t\t\tthis.element.innerHTML = this.getSlideNotes() || '<span class=\"notes-placeholder\">No notes on this slide.</span>';\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates the visibility of the speaker notes sidebar that\n\t * is used to share annotated slides. The notes sidebar is\n\t * only visible if showNotes is true and there are notes on\n\t * one or more slides in the deck.\n\t */\n\tupdateVisibility() {\n\n\t\tif( this.Reveal.getConfig().showNotes &&\n\t\t\tthis.hasNotes() &&\n\t\t\t!this.Reveal.isScrollView() &&\n\t\t\t!this.Reveal.isPrintView()\n\t\t) {\n\t\t\tthis.Reveal.getRevealElement().classList.add( 'show-notes' );\n\t\t}\n\t\telse {\n\t\t\tthis.Reveal.getRevealElement().classList.remove( 'show-notes' );\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if there are speaker notes for ANY slide in the\n\t * presentation.\n\t */\n\thasNotes() {\n\n\t\treturn this.Reveal.getSlidesElement().querySelectorAll( '[data-notes], aside.notes' ).length > 0;\n\n\t}\n\n\t/**\n\t * Checks if this presentation is running inside of the\n\t * speaker notes window.\n\t *\n\t * @return {boolean}\n\t */\n\tisSpeakerNotesWindow() {\n\n\t\treturn !!window.location.search.match( /receiver/gi );\n\n\t}\n\n\t/**\n\t * Retrieves the speaker notes from a slide. Notes can be\n\t * defined in two ways:\n\t * 1. As a data-notes attribute on the slide <section>\n\t * 2. With <aside class=\"notes\"> elements inside the slide\n\t *\n\t * @param {HTMLElement} [slide=currentSlide]\n\t * @return {(string|null)}\n\t */\n\tgetSlideNotes( slide = this.Reveal.getCurrentSlide() ) {\n\n\t\t// Notes can be specified via the data-notes attribute...\n\t\tif( slide.hasAttribute( 'data-notes' ) ) {\n\t\t\treturn slide.getAttribute( 'data-notes' );\n\t\t}\n\n\t\t// ... or using <aside class=\"notes\"> elements\n\t\tlet notesElements = slide.querySelectorAll( 'aside.notes' );\n\t\tif( notesElements ) {\n\t\t\treturn Array.from(notesElements).map( notesElement => notesElement.innerHTML ).join( '\\n' );\n\t\t}\n\n\t\treturn null;\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.element.remove();\n\n\t}\n\n}","/**\n * UI component that lets the use control auto-slide\n * playback via play/pause.\n */\nexport default class Playback {\n\n\t/**\n\t * @param {HTMLElement} container The component will append\n\t * itself to this\n\t * @param {function} progressCheck A method which will be\n\t * called frequently to get the current playback progress on\n\t * a range of 0-1\n\t */\n\tconstructor( container, progressCheck ) {\n\n\t\t// Cosmetics\n\t\tthis.diameter = 100;\n\t\tthis.diameter2 = this.diameter/2;\n\t\tthis.thickness = 6;\n\n\t\t// Flags if we are currently playing\n\t\tthis.playing = false;\n\n\t\t// Current progress on a 0-1 range\n\t\tthis.progress = 0;\n\n\t\t// Used to loop the animation smoothly\n\t\tthis.progressOffset = 1;\n\n\t\tthis.container = container;\n\t\tthis.progressCheck = progressCheck;\n\n\t\tthis.canvas = document.createElement( 'canvas' );\n\t\tthis.canvas.className = 'playback';\n\t\tthis.canvas.width = this.diameter;\n\t\tthis.canvas.height = this.diameter;\n\t\tthis.canvas.style.width = this.diameter2 + 'px';\n\t\tthis.canvas.style.height = this.diameter2 + 'px';\n\t\tthis.context = this.canvas.getContext( '2d' );\n\n\t\tthis.container.appendChild( this.canvas );\n\n\t\tthis.render();\n\n\t}\n\n\tsetPlaying( value ) {\n\n\t\tconst wasPlaying = this.playing;\n\n\t\tthis.playing = value;\n\n\t\t// Start repainting if we weren't already\n\t\tif( !wasPlaying && this.playing ) {\n\t\t\tthis.animate();\n\t\t}\n\t\telse {\n\t\t\tthis.render();\n\t\t}\n\n\t}\n\n\tanimate() {\n\n\t\tconst progressBefore = this.progress;\n\n\t\tthis.progress = this.progressCheck();\n\n\t\t// When we loop, offset the progress so that it eases\n\t\t// smoothly rather than immediately resetting\n\t\tif( progressBefore > 0.8 && this.progress < 0.2 ) {\n\t\t\tthis.progressOffset = this.progress;\n\t\t}\n\n\t\tthis.render();\n\n\t\tif( this.playing ) {\n\t\t\trequestAnimationFrame( this.animate.bind( this ) );\n\t\t}\n\n\t}\n\n\t/**\n\t * Renders the current progress and playback state.\n\t */\n\trender() {\n\n\t\tlet progress = this.playing ? this.progress : 0,\n\t\t\tradius = ( this.diameter2 ) - this.thickness,\n\t\t\tx = this.diameter2,\n\t\t\ty = this.diameter2,\n\t\t\ticonSize = 28;\n\n\t\t// Ease towards 1\n\t\tthis.progressOffset += ( 1 - this.progressOffset ) * 0.1;\n\n\t\tconst endAngle = ( - Math.PI / 2 ) + ( progress * ( Math.PI * 2 ) );\n\t\tconst startAngle = ( - Math.PI / 2 ) + ( this.progressOffset * ( Math.PI * 2 ) );\n\n\t\tthis.context.save();\n\t\tthis.context.clearRect( 0, 0, this.diameter, this.diameter );\n\n\t\t// Solid background color\n\t\tthis.context.beginPath();\n\t\tthis.context.arc( x, y, radius + 4, 0, Math.PI * 2, false );\n\t\tthis.context.fillStyle = 'rgba( 0, 0, 0, 0.4 )';\n\t\tthis.context.fill();\n\n\t\t// Draw progress track\n\t\tthis.context.beginPath();\n\t\tthis.context.arc( x, y, radius, 0, Math.PI * 2, false );\n\t\tthis.context.lineWidth = this.thickness;\n\t\tthis.context.strokeStyle = 'rgba( 255, 255, 255, 0.2 )';\n\t\tthis.context.stroke();\n\n\t\tif( this.playing ) {\n\t\t\t// Draw progress on top of track\n\t\t\tthis.context.beginPath();\n\t\t\tthis.context.arc( x, y, radius, startAngle, endAngle, false );\n\t\t\tthis.context.lineWidth = this.thickness;\n\t\t\tthis.context.strokeStyle = '#fff';\n\t\t\tthis.context.stroke();\n\t\t}\n\n\t\tthis.context.translate( x - ( iconSize / 2 ), y - ( iconSize / 2 ) );\n\n\t\t// Draw play/pause icons\n\t\tif( this.playing ) {\n\t\t\tthis.context.fillStyle = '#fff';\n\t\t\tthis.context.fillRect( 0, 0, iconSize / 2 - 4, iconSize );\n\t\t\tthis.context.fillRect( iconSize / 2 + 4, 0, iconSize / 2 - 4, iconSize );\n\t\t}\n\t\telse {\n\t\t\tthis.context.beginPath();\n\t\t\tthis.context.translate( 4, 0 );\n\t\t\tthis.context.moveTo( 0, 0 );\n\t\t\tthis.context.lineTo( iconSize - 4, iconSize / 2 );\n\t\t\tthis.context.lineTo( 0, iconSize );\n\t\t\tthis.context.fillStyle = '#fff';\n\t\t\tthis.context.fill();\n\t\t}\n\n\t\tthis.context.restore();\n\n\t}\n\n\ton( type, listener ) {\n\t\tthis.canvas.addEventListener( type, listener, false );\n\t}\n\n\toff( type, listener ) {\n\t\tthis.canvas.removeEventListener( type, listener, false );\n\t}\n\n\tdestroy() {\n\n\t\tthis.playing = false;\n\n\t\tif( this.canvas.parentNode ) {\n\t\t\tthis.container.removeChild( this.canvas );\n\t\t}\n\n\t}\n\n}","/**\n * The default reveal.js config object.\n */\nexport default {\n\n\t// The \"normal\" size of the presentation, aspect ratio will be preserved\n\t// when the presentation is scaled to fit different resolutions\n\twidth: 960,\n\theight: 700,\n\n\t// Factor of the display size that should remain empty around the content\n\tmargin: 0.04,\n\n\t// Bounds for smallest/largest possible scale to apply to content\n\tminScale: 0.2,\n\tmaxScale: 2.0,\n\n\t// Display presentation control arrows\n\tcontrols: true,\n\n\t// Help the user learn the controls by providing hints, for example by\n\t// bouncing the down arrow when they first encounter a vertical slide\n\tcontrolsTutorial: true,\n\n\t// Determines where controls appear, \"edges\" or \"bottom-right\"\n\tcontrolsLayout: 'bottom-right',\n\n\t// Visibility rule for backwards navigation arrows; \"faded\", \"hidden\"\n\t// or \"visible\"\n\tcontrolsBackArrows: 'faded',\n\n\t// Display a presentation progress bar\n\tprogress: true,\n\n\t// Display the page number of the current slide\n\t// - true:    Show slide number\n\t// - false:   Hide slide number\n\t//\n\t// Can optionally be set as a string that specifies the number formatting:\n\t// - \"h.v\":\t  Horizontal . vertical slide number (default)\n\t// - \"h/v\":\t  Horizontal / vertical slide number\n\t// - \"c\":\t  Flattened slide number\n\t// - \"c/t\":\t  Flattened slide number / total slides\n\t//\n\t// Alternatively, you can provide a function that returns the slide\n\t// number for the current slide. The function should take in a slide\n\t// object and return an array with one string [slideNumber] or\n\t// three strings [n1,delimiter,n2]. See #formatSlideNumber().\n\tslideNumber: false,\n\n\t// Can be used to limit the contexts in which the slide number appears\n\t// - \"all\":      Always show the slide number\n\t// - \"print\":    Only when printing to PDF\n\t// - \"speaker\":  Only in the speaker view\n\tshowSlideNumber: 'all',\n\n\t// Use 1 based indexing for # links to match slide number (default is zero\n\t// based)\n\thashOneBasedIndex: false,\n\n\t// Add the current slide number to the URL hash so that reloading the\n\t// page/copying the URL will return you to the same slide\n\thash: false,\n\n\t// Flags if we should monitor the hash and change slides accordingly\n\trespondToHashChanges: true,\n\n\t// Enable support for jump-to-slide navigation shortcuts\n\tjumpToSlide: true,\n\n\t// Push each slide change to the browser history.  Implies `hash: true`\n\thistory: false,\n\n\t// Enable keyboard shortcuts for navigation\n\tkeyboard: true,\n\n\t// Optional function that blocks keyboard events when retuning false\n\t//\n\t// If you set this to 'focused', we will only capture keyboard events\n\t// for embedded decks when they are in focus\n\tkeyboardCondition: null,\n\n\t// Disables the default reveal.js slide layout (scaling and centering)\n\t// so that you can use custom CSS layout\n\tdisableLayout: false,\n\n\t// Enable the slide overview mode\n\toverview: true,\n\n\t// Vertical centering of slides\n\tcenter: true,\n\n\t// Enables touch navigation on devices with touch input\n\ttouch: true,\n\n\t// Loop the presentation\n\tloop: false,\n\n\t// Change the presentation direction to be RTL\n\trtl: false,\n\n\t// Changes the behavior of our navigation directions.\n\t//\n\t// \"default\"\n\t// Left/right arrow keys step between horizontal slides, up/down\n\t// arrow keys step between vertical slides. Space key steps through\n\t// all slides (both horizontal and vertical).\n\t//\n\t// \"linear\"\n\t// Removes the up/down arrows. Left/right arrows step through all\n\t// slides (both horizontal and vertical).\n\t//\n\t// \"grid\"\n\t// When this is enabled, stepping left/right from a vertical stack\n\t// to an adjacent vertical stack will land you at the same vertical\n\t// index.\n\t//\n\t// Consider a deck with six slides ordered in two vertical stacks:\n\t// 1.1    2.1\n\t// 1.2    2.2\n\t// 1.3    2.3\n\t//\n\t// If you're on slide 1.3 and navigate right, you will normally move\n\t// from 1.3 -> 2.1. If \"grid\" is used, the same navigation takes you\n\t// from 1.3 -> 2.3.\n\tnavigationMode: 'default',\n\n\t// Randomizes the order of slides each time the presentation loads\n\tshuffle: false,\n\n\t// Turns fragments on and off globally\n\tfragments: true,\n\n\t// Flags whether to include the current fragment in the URL,\n\t// so that reloading brings you to the same fragment position\n\tfragmentInURL: true,\n\n\t// Flags if the presentation is running in an embedded mode,\n\t// i.e. contained within a limited portion of the screen\n\tembedded: false,\n\n\t// Flags if we should show a help overlay when the question-mark\n\t// key is pressed\n\thelp: true,\n\n\t// Flags if it should be possible to pause the presentation (blackout)\n\tpause: true,\n\n\t// Flags if speaker notes should be visible to all viewers\n\tshowNotes: false,\n\n\t// Flags if slides with data-visibility=\"hidden\" should be kep visible\n\tshowHiddenSlides: false,\n\n\t// Global override for autoplaying embedded media (video/audio/iframe)\n\t// - null:   Media will only autoplay if data-autoplay is present\n\t// - true:   All media will autoplay, regardless of individual setting\n\t// - false:  No media will autoplay, regardless of individual setting\n\tautoPlayMedia: null,\n\n\t// Global override for preloading lazy-loaded iframes\n\t// - null:   Iframes with data-src AND data-preload will be loaded when within\n\t//           the viewDistance, iframes with only data-src will be loaded when visible\n\t// - true:   All iframes with data-src will be loaded when within the viewDistance\n\t// - false:  All iframes with data-src will be loaded only when visible\n\tpreloadIframes: null,\n\n\t// Can be used to globally disable auto-animation\n\tautoAnimate: true,\n\n\t// Optionally provide a custom element matcher that will be\n\t// used to dictate which elements we can animate between.\n\tautoAnimateMatcher: null,\n\n\t// Default settings for our auto-animate transitions, can be\n\t// overridden per-slide or per-element via data arguments\n\tautoAnimateEasing: 'ease',\n\tautoAnimateDuration: 1.0,\n\tautoAnimateUnmatched: true,\n\n\t// CSS properties that can be auto-animated. Position & scale\n\t// is matched separately so there's no need to include styles\n\t// like top/right/bottom/left, width/height or margin.\n\tautoAnimateStyles: [\n\t\t'opacity',\n\t\t'color',\n\t\t'background-color',\n\t\t'padding',\n\t\t'font-size',\n\t\t'line-height',\n\t\t'letter-spacing',\n\t\t'border-width',\n\t\t'border-color',\n\t\t'border-radius',\n\t\t'outline',\n\t\t'outline-offset'\n\t],\n\n\t// Controls automatic progression to the next slide\n\t// - 0:      Auto-sliding only happens if the data-autoslide HTML attribute\n\t//           is present on the current slide or fragment\n\t// - 1+:     All slides will progress automatically at the given interval\n\t// - false:  No auto-sliding, even if data-autoslide is present\n\tautoSlide: 0,\n\n\t// Stop auto-sliding after user input\n\tautoSlideStoppable: true,\n\n\t// Use this method for navigation when auto-sliding (defaults to navigateNext)\n\tautoSlideMethod: null,\n\n\t// Specify the average time in seconds that you think you will spend\n\t// presenting each slide. This is used to show a pacing timer in the\n\t// speaker view\n\tdefaultTiming: null,\n\n\t// Enable slide navigation via mouse wheel\n\tmouseWheel: false,\n\n\t// Opens links in an iframe preview overlay\n\t// Add `data-preview-link` and `data-preview-link=\"false\"` to customise each link\n\t// individually\n\tpreviewLinks: false,\n\n\t// Exposes the reveal.js API through window.postMessage\n\tpostMessage: true,\n\n\t// Dispatches all reveal.js events to the parent window through postMessage\n\tpostMessageEvents: false,\n\n\t// Focuses body when page changes visibility to ensure keyboard shortcuts work\n\tfocusBodyOnPageVisibilityChange: true,\n\n\t// Transition style\n\ttransition: 'slide', // none/fade/slide/convex/concave/zoom\n\n\t// Transition speed\n\ttransitionSpeed: 'default', // default/fast/slow\n\n\t// Transition style for full page slide backgrounds\n\tbackgroundTransition: 'fade', // none/fade/slide/convex/concave/zoom\n\n\t// Parallax background image\n\tparallaxBackgroundImage: '', // CSS syntax, e.g. \"a.jpg\"\n\n\t// Parallax background size\n\tparallaxBackgroundSize: '', // CSS syntax, e.g. \"3000px 2000px\"\n\n\t// Parallax background repeat\n\tparallaxBackgroundRepeat: '', // repeat/repeat-x/repeat-y/no-repeat/initial/inherit\n\n\t// Parallax background position\n\tparallaxBackgroundPosition: '', // CSS syntax, e.g. \"top left\"\n\n\t// Amount of pixels to move the parallax background per slide step\n\tparallaxBackgroundHorizontal: null,\n\tparallaxBackgroundVertical: null,\n\n\t// Can be used to initialize reveal.js in one of the following views:\n\t// - print:   Render the presentation so that it can be printed to PDF\n\t// - scroll:  Show the presentation as a tall scrollable page with scroll\n\t//            triggered animations\n\tview: null,\n\n\t// Adjusts the height of each slide in the scroll view.\n\t// - full:       Each slide is as tall as the viewport\n\t// - compact:    Slides are as small as possible, allowing multiple slides\n\t//               to be visible in parallel on tall devices\n\tscrollLayout: 'full',\n\n\t// Control how scroll snapping works in the scroll view.\n\t// - false:   \tNo snapping, scrolling is continuous\n\t// - proximity:  Snap when close to a slide\n\t// - mandatory:  Always snap to the closest slide\n\t//\n\t// Only applies to presentations in scroll view.\n\tscrollSnap: 'mandatory',\n\n\t// Enables and configure the scroll view progress bar.\n\t// - 'auto':    Show the scrollbar while scrolling, hide while idle\n\t// - true:      Always show the scrollbar\n\t// - false:     Never show the scrollbar\n\tscrollProgress: 'auto',\n\n\t// Automatically activate the scroll view when we the viewport falls\n\t// below the given width.\n\tscrollActivationWidth: 435,\n\n\t// The maximum number of pages a single slide can expand onto when printing\n\t// to PDF, unlimited by default\n\tpdfMaxPagesPerSlide: Number.POSITIVE_INFINITY,\n\n\t// Prints each fragment on a separate slide\n\tpdfSeparateFragments: true,\n\n\t// Offset used to reduce the height of content within exported PDF pages.\n\t// This exists to account for environment differences based on how you\n\t// print to PDF. CLI printing options, like phantomjs and wkpdf, can end\n\t// on precisely the total height of the document whereas in-browser\n\t// printing has to end one pixel before.\n\tpdfPageHeightOffset: -1,\n\n\t// Number of slides away from the current that are visible\n\tviewDistance: 3,\n\n\t// Number of slides away from the current that are visible on mobile\n\t// devices. It is advisable to set this to a lower number than\n\t// viewDistance in order to save resources.\n\tmobileViewDistance: 2,\n\n\t// The display mode that will be used to show slides\n\tdisplay: 'block',\n\n\t// Hide cursor if inactive\n\thideInactiveCursor: true,\n\n\t// Time before the cursor is hidden (in ms)\n\thideCursorTime: 5000,\n\n\t// Should we automatically sort and set indices for fragments\n\t// at each sync? (See Reveal.sync)\n\tsortFragmentsOnSync: true,\n\n\t// Script dependencies to load\n\tdependencies: [],\n\n\t// Plugin objects to register and use for this presentation\n\tplugins: []\n\n}","import SlideContent from './controllers/slidecontent.js'\nimport SlideNumber from './controllers/slidenumber.js'\nimport JumpToSlide from './controllers/jumptoslide.js'\nimport Backgrounds from './controllers/backgrounds.js'\nimport AutoAnimate from './controllers/autoanimate.js'\nimport ScrollView from './controllers/scrollview.js'\nimport PrintView from './controllers/printview.js'\nimport Fragments from './controllers/fragments.js'\nimport Overview from './controllers/overview.js'\nimport Keyboard from './controllers/keyboard.js'\nimport Location from './controllers/location.js'\nimport Controls from './controllers/controls.js'\nimport Progress from './controllers/progress.js'\nimport Pointer from './controllers/pointer.js'\nimport Plugins from './controllers/plugins.js'\nimport Touch from './controllers/touch.js'\nimport Focus from './controllers/focus.js'\nimport Notes from './controllers/notes.js'\nimport Playback from './components/playback.js'\nimport defaultConfig from './config.js'\nimport * as Util from './utils/util.js'\nimport * as Device from './utils/device.js'\nimport {\n\tSLIDES_SELECTOR,\n\tHORIZONTAL_SLIDES_SELECTOR,\n\tVERTICAL_SLIDES_SELECTOR,\n\tPOST_MESSAGE_METHOD_BLACKLIST\n} from './utils/constants.js'\n\n// The reveal.js version\nexport const VERSION = '5.1.0';\n\n/**\n * reveal.js\n * https://revealjs.com\n * MIT licensed\n *\n * Copyright (C) 2011-2022 Hakim El Hattab, https://hakim.se\n */\nexport default function( revealElement, options ) {\n\n\t// Support initialization with no args, one arg\n\t// [options] or two args [revealElement, options]\n\tif( arguments.length < 2 ) {\n\t\toptions = arguments[0];\n\t\trevealElement = document.querySelector( '.reveal' );\n\t}\n\n\tconst Reveal = {};\n\n\t// Configuration defaults, can be overridden at initialization time\n\tlet config = {},\n\n\t\t// Flags if initialize() has been invoked for this reveal instance\n\t\tinitialized = false,\n\n\t\t// Flags if reveal.js is loaded (has dispatched the 'ready' event)\n\t\tready = false,\n\n\t\t// The horizontal and vertical index of the currently active slide\n\t\tindexh,\n\t\tindexv,\n\n\t\t// The previous and current slide HTML elements\n\t\tpreviousSlide,\n\t\tcurrentSlide,\n\n\t\t// Remember which directions that the user has navigated towards\n\t\tnavigationHistory = {\n\t\t\thasNavigatedHorizontally: false,\n\t\t\thasNavigatedVertically: false\n\t\t},\n\n\t\t// Slides may have a data-state attribute which we pick up and apply\n\t\t// as a class to the body. This list contains the combined state of\n\t\t// all current slides.\n\t\tstate = [],\n\n\t\t// The current scale of the presentation (see width/height config)\n\t\tscale = 1,\n\n\t\t// CSS transform that is currently applied to the slides container,\n\t\t// split into two groups\n\t\tslidesTransform = { layout: '', overview: '' },\n\n\t\t// Cached references to DOM elements\n\t\tdom = {},\n\n\t\t// Flags if the interaction event listeners are bound\n\t\teventsAreBound = false,\n\n\t\t// The current slide transition state; idle or running\n\t\ttransition = 'idle',\n\n\t\t// The current auto-slide duration\n\t\tautoSlide = 0,\n\n\t\t// Auto slide properties\n\t\tautoSlidePlayer,\n\t\tautoSlideTimeout = 0,\n\t\tautoSlideStartTime = -1,\n\t\tautoSlidePaused = false,\n\n\t\t// Controllers for different aspects of our presentation. They're\n\t\t// all given direct references to this Reveal instance since there\n\t\t// may be multiple presentations running in parallel.\n\t\tslideContent = new SlideContent( Reveal ),\n\t\tslideNumber = new SlideNumber( Reveal ),\n\t\tjumpToSlide = new JumpToSlide( Reveal ),\n\t\tautoAnimate = new AutoAnimate( Reveal ),\n\t\tbackgrounds = new Backgrounds( Reveal ),\n\t\tscrollView = new ScrollView( Reveal ),\n\t\tprintView = new PrintView( Reveal ),\n\t\tfragments = new Fragments( Reveal ),\n\t\toverview = new Overview( Reveal ),\n\t\tkeyboard = new Keyboard( Reveal ),\n\t\tlocation = new Location( Reveal ),\n\t\tcontrols = new Controls( Reveal ),\n\t\tprogress = new Progress( Reveal ),\n\t\tpointer = new Pointer( Reveal ),\n\t\tplugins = new Plugins( Reveal ),\n\t\tfocus = new Focus( Reveal ),\n\t\ttouch = new Touch( Reveal ),\n\t\tnotes = new Notes( Reveal );\n\n\t/**\n\t * Starts up the presentation.\n\t */\n\tfunction initialize( initOptions ) {\n\n\t\tif( !revealElement ) throw 'Unable to find presentation root (<div class=\"reveal\">).';\n\n\t\tinitialized = true;\n\n\t\t// Cache references to key DOM elements\n\t\tdom.wrapper = revealElement;\n\t\tdom.slides = revealElement.querySelector( '.slides' );\n\n\t\tif( !dom.slides ) throw 'Unable to find slides container (<div class=\"slides\">).';\n\n\t\t// Compose our config object in order of increasing precedence:\n\t\t// 1. Default reveal.js options\n\t\t// 2. Options provided via Reveal.configure() prior to\n\t\t//    initialization\n\t\t// 3. Options passed to the Reveal constructor\n\t\t// 4. Options passed to Reveal.initialize\n\t\t// 5. Query params\n\t\tconfig = { ...defaultConfig, ...config, ...options, ...initOptions, ...Util.getQueryHash() };\n\n\t\t// Legacy support for the ?print-pdf query\n\t\tif( /print-pdf/gi.test( window.location.search ) ) {\n\t\t\tconfig.view = 'print';\n\t\t}\n\n\t\tsetViewport();\n\n\t\t// Force a layout when the whole page, incl fonts, has loaded\n\t\twindow.addEventListener( 'load', layout, false );\n\n\t\t// Register plugins and load dependencies, then move on to #start()\n\t\tplugins.load( config.plugins, config.dependencies ).then( start );\n\n\t\treturn new Promise( resolve => Reveal.on( 'ready', resolve ) );\n\n\t}\n\n\t/**\n\t * Encase the presentation in a reveal.js viewport. The\n\t * extent of the viewport differs based on configuration.\n\t */\n\tfunction setViewport() {\n\n\t\t// Embedded decks use the reveal element as their viewport\n\t\tif( config.embedded === true ) {\n\t\t\tdom.viewport = Util.closest( revealElement, '.reveal-viewport' ) || revealElement;\n\t\t}\n\t\t// Full-page decks use the body as their viewport\n\t\telse {\n\t\t\tdom.viewport = document.body;\n\t\t\tdocument.documentElement.classList.add( 'reveal-full-page' );\n\t\t}\n\n\t\tdom.viewport.classList.add( 'reveal-viewport' );\n\n\t}\n\n\t/**\n\t * Starts up reveal.js by binding input events and navigating\n\t * to the current URL deeplink if there is one.\n\t */\n\tfunction start() {\n\n\t\tready = true;\n\n\t\t// Remove slides hidden with data-visibility\n\t\tremoveHiddenSlides();\n\n\t\t// Make sure we've got all the DOM elements we need\n\t\tsetupDOM();\n\n\t\t// Listen to messages posted to this window\n\t\tsetupPostMessage();\n\n\t\t// Prevent the slides from being scrolled out of view\n\t\tsetupScrollPrevention();\n\n\t\t// Adds bindings for fullscreen mode\n\t\tsetupFullscreen();\n\n\t\t// Resets all vertical slides so that only the first is visible\n\t\tresetVerticalSlides();\n\n\t\t// Updates the presentation to match the current configuration values\n\t\tconfigure();\n\n\t\t// Create slide backgrounds\n\t\tbackgrounds.update( true );\n\n\t\t// Activate the print/scroll view if configured\n\t\tactivateInitialView();\n\n\t\t// Read the initial hash\n\t\tlocation.readURL();\n\n\t\t// Notify listeners that the presentation is ready but use a 1ms\n\t\t// timeout to ensure it's not fired synchronously after #initialize()\n\t\tsetTimeout( () => {\n\t\t\t// Enable transitions now that we're loaded\n\t\t\tdom.slides.classList.remove( 'no-transition' );\n\n\t\t\tdom.wrapper.classList.add( 'ready' );\n\n\t\t\tdispatchEvent({\n\t\t\t\ttype: 'ready',\n\t\t\t\tdata: {\n\t\t\t\t\tindexh,\n\t\t\t\t\tindexv,\n\t\t\t\t\tcurrentSlide\n\t\t\t\t}\n\t\t\t});\n\t\t}, 1 );\n\n\t}\n\n\t/**\n\t * Activates the correct reveal.js view based on our config.\n\t * This is only invoked once during initialization.\n\t */\n\tfunction activateInitialView() {\n\n\t\tconst activatePrintView = config.view === 'print';\n\t\tconst activateScrollView = config.view === 'scroll' || config.view === 'reader';\n\n\t\tif( activatePrintView || activateScrollView ) {\n\n\t\t\tif( activatePrintView ) {\n\t\t\t\tremoveEventListeners();\n\t\t\t}\n\t\t\telse {\n\t\t\t\ttouch.unbind();\n\t\t\t}\n\n\t\t\t// Avoid content flickering during layout\n\t\t\tdom.viewport.classList.add( 'loading-scroll-mode' );\n\n\t\t\tif( activatePrintView ) {\n\t\t\t\t// The document needs to have loaded for the PDF layout\n\t\t\t\t// measurements to be accurate\n\t\t\t\tif( document.readyState === 'complete' ) {\n\t\t\t\t\tprintView.activate();\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\twindow.addEventListener( 'load', () => printView.activate() );\n\t\t\t\t}\n\t\t\t}\n\t\t\telse {\n\t\t\t\tscrollView.activate();\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Removes all slides with data-visibility=\"hidden\". This\n\t * is done right before the rest of the presentation is\n\t * initialized.\n\t *\n\t * If you want to show all hidden slides, initialize\n\t * reveal.js with showHiddenSlides set to true.\n\t */\n\tfunction removeHiddenSlides() {\n\n\t\tif( !config.showHiddenSlides ) {\n\t\t\tUtil.queryAll( dom.wrapper, 'section[data-visibility=\"hidden\"]' ).forEach( slide => {\n\t\t\t\tconst parent = slide.parentNode;\n\n\t\t\t\t// If this slide is part of a stack and that stack will be\n\t\t\t\t// empty after removing the hidden slide, remove the entire\n\t\t\t\t// stack\n\t\t\t\tif( parent.childElementCount === 1 && /section/i.test( parent.nodeName ) ) {\n\t\t\t\t\tparent.remove();\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tslide.remove();\n\t\t\t\t}\n\n\t\t\t} );\n\t\t}\n\n\t}\n\n\t/**\n\t * Finds and stores references to DOM elements which are\n\t * required by the presentation. If a required element is\n\t * not found, it is created.\n\t */\n\tfunction setupDOM() {\n\n\t\t// Prevent transitions while we're loading\n\t\tdom.slides.classList.add( 'no-transition' );\n\n\t\tif( Device.isMobile ) {\n\t\t\tdom.wrapper.classList.add( 'no-hover' );\n\t\t}\n\t\telse {\n\t\t\tdom.wrapper.classList.remove( 'no-hover' );\n\t\t}\n\n\t\tbackgrounds.render();\n\t\tslideNumber.render();\n\t\tjumpToSlide.render();\n\t\tcontrols.render();\n\t\tprogress.render();\n\t\tnotes.render();\n\n\t\t// Overlay graphic which is displayed during the paused mode\n\t\tdom.pauseOverlay = Util.createSingletonNode( dom.wrapper, 'div', 'pause-overlay', config.controls ? '<button class=\"resume-button\">Resume presentation</button>' : null );\n\n\t\tdom.statusElement = createStatusElement();\n\n\t\tdom.wrapper.setAttribute( 'role', 'application' );\n\t}\n\n\t/**\n\t * Creates a hidden div with role aria-live to announce the\n\t * current slide content. Hide the div off-screen to make it\n\t * available only to Assistive Technologies.\n\t *\n\t * @return {HTMLElement}\n\t */\n\tfunction createStatusElement() {\n\n\t\tlet statusElement = dom.wrapper.querySelector( '.aria-status' );\n\t\tif( !statusElement ) {\n\t\t\tstatusElement = document.createElement( 'div' );\n\t\t\tstatusElement.style.position = 'absolute';\n\t\t\tstatusElement.style.height = '1px';\n\t\t\tstatusElement.style.width = '1px';\n\t\t\tstatusElement.style.overflow = 'hidden';\n\t\t\tstatusElement.style.clip = 'rect( 1px, 1px, 1px, 1px )';\n\t\t\tstatusElement.classList.add( 'aria-status' );\n\t\t\tstatusElement.setAttribute( 'aria-live', 'polite' );\n\t\t\tstatusElement.setAttribute( 'aria-atomic','true' );\n\t\t\tdom.wrapper.appendChild( statusElement );\n\t\t}\n\t\treturn statusElement;\n\n\t}\n\n\t/**\n\t * Announces the given text to screen readers.\n\t */\n\tfunction announceStatus( value ) {\n\n\t\tdom.statusElement.textContent = value;\n\n\t}\n\n\t/**\n\t * Converts the given HTML element into a string of text\n\t * that can be announced to a screen reader. Hidden\n\t * elements are excluded.\n\t */\n\tfunction getStatusText( node ) {\n\n\t\tlet text = '';\n\n\t\t// Text node\n\t\tif( node.nodeType === 3 ) {\n\t\t\ttext += node.textContent;\n\t\t}\n\t\t// Element node\n\t\telse if( node.nodeType === 1 ) {\n\n\t\t\tlet isAriaHidden = node.getAttribute( 'aria-hidden' );\n\t\t\tlet isDisplayHidden = window.getComputedStyle( node )['display'] === 'none';\n\t\t\tif( isAriaHidden !== 'true' && !isDisplayHidden ) {\n\n\t\t\t\tArray.from( node.childNodes ).forEach( child => {\n\t\t\t\t\ttext += getStatusText( child );\n\t\t\t\t} );\n\n\t\t\t}\n\n\t\t}\n\n\t\ttext = text.trim();\n\n\t\treturn text === '' ? '' : text + ' ';\n\n\t}\n\n\t/**\n\t * This is an unfortunate necessity. Some actions – such as\n\t * an input field being focused in an iframe or using the\n\t * keyboard to expand text selection beyond the bounds of\n\t * a slide – can trigger our content to be pushed out of view.\n\t * This scrolling can not be prevented by hiding overflow in\n\t * CSS (we already do) so we have to resort to repeatedly\n\t * checking if the slides have been offset :(\n\t */\n\tfunction setupScrollPrevention() {\n\n\t\tsetInterval( () => {\n\t\t\tif( !scrollView.isActive() && dom.wrapper.scrollTop !== 0 || dom.wrapper.scrollLeft !== 0 ) {\n\t\t\t\tdom.wrapper.scrollTop = 0;\n\t\t\t\tdom.wrapper.scrollLeft = 0;\n\t\t\t}\n\t\t}, 1000 );\n\n\t}\n\n\t/**\n\t * After entering fullscreen we need to force a layout to\n\t * get our presentations to scale correctly. This behavior\n\t * is inconsistent across browsers but a force layout seems\n\t * to normalize it.\n\t */\n\tfunction setupFullscreen() {\n\n\t\tdocument.addEventListener( 'fullscreenchange', onFullscreenChange );\n\t\tdocument.addEventListener( 'webkitfullscreenchange', onFullscreenChange );\n\n\t}\n\n\t/**\n\t * Registers a listener to postMessage events, this makes it\n\t * possible to call all reveal.js API methods from another\n\t * window. For example:\n\t *\n\t * revealWindow.postMessage( JSON.stringify({\n\t *   method: 'slide',\n\t *   args: [ 2 ]\n\t * }), '*' );\n\t */\n\tfunction setupPostMessage() {\n\n\t\tif( config.postMessage ) {\n\t\t\twindow.addEventListener( 'message', onPostMessage, false );\n\t\t}\n\n\t}\n\n\t/**\n\t * Applies the configuration settings from the config\n\t * object. May be called multiple times.\n\t *\n\t * @param {object} options\n\t */\n\tfunction configure( options ) {\n\n\t\tconst oldConfig = { ...config }\n\n\t\t// New config options may be passed when this method\n\t\t// is invoked through the API after initialization\n\t\tif( typeof options === 'object' ) Util.extend( config, options );\n\n\t\t// Abort if reveal.js hasn't finished loading, config\n\t\t// changes will be applied automatically once ready\n\t\tif( Reveal.isReady() ===  false ) return;\n\n\t\tconst numberOfSlides = dom.wrapper.querySelectorAll( SLIDES_SELECTOR ).length;\n\n\t\t// The transition is added as a class on the .reveal element\n\t\tdom.wrapper.classList.remove( oldConfig.transition );\n\t\tdom.wrapper.classList.add( config.transition );\n\n\t\tdom.wrapper.setAttribute( 'data-transition-speed', config.transitionSpeed );\n\t\tdom.wrapper.setAttribute( 'data-background-transition', config.backgroundTransition );\n\n\t\t// Expose our configured slide dimensions as custom props\n\t\tdom.viewport.style.setProperty( '--slide-width', typeof config.width === 'string' ? config.width :  config.width + 'px' );\n\t\tdom.viewport.style.setProperty( '--slide-height', typeof config.height === 'string' ? config.height :  config.height + 'px' );\n\n\t\tif( config.shuffle ) {\n\t\t\tshuffle();\n\t\t}\n\n\t\tUtil.toggleClass( dom.wrapper, 'embedded', config.embedded );\n\t\tUtil.toggleClass( dom.wrapper, 'rtl', config.rtl );\n\t\tUtil.toggleClass( dom.wrapper, 'center', config.center );\n\n\t\t// Exit the paused mode if it was configured off\n\t\tif( config.pause === false ) {\n\t\t\tresume();\n\t\t}\n\n\t\t// Iframe link previews\n\t\tif( config.previewLinks ) {\n\t\t\tenablePreviewLinks();\n\t\t\tdisablePreviewLinks( '[data-preview-link=false]' );\n\t\t}\n\t\telse {\n\t\t\tdisablePreviewLinks();\n\t\t\tenablePreviewLinks( '[data-preview-link]:not([data-preview-link=false])' );\n\t\t}\n\n\t\t// Reset all changes made by auto-animations\n\t\tautoAnimate.reset();\n\n\t\t// Remove existing auto-slide controls\n\t\tif( autoSlidePlayer ) {\n\t\t\tautoSlidePlayer.destroy();\n\t\t\tautoSlidePlayer = null;\n\t\t}\n\n\t\t// Generate auto-slide controls if needed\n\t\tif( numberOfSlides > 1 && config.autoSlide && config.autoSlideStoppable ) {\n\t\t\tautoSlidePlayer = new Playback( dom.wrapper, () => {\n\t\t\t\treturn Math.min( Math.max( ( Date.now() - autoSlideStartTime ) / autoSlide, 0 ), 1 );\n\t\t\t} );\n\n\t\t\tautoSlidePlayer.on( 'click', onAutoSlidePlayerClick );\n\t\t\tautoSlidePaused = false;\n\t\t}\n\n\t\t// Add the navigation mode to the DOM so we can adjust styling\n\t\tif( config.navigationMode !== 'default' ) {\n\t\t\tdom.wrapper.setAttribute( 'data-navigation-mode', config.navigationMode );\n\t\t}\n\t\telse {\n\t\t\tdom.wrapper.removeAttribute( 'data-navigation-mode' );\n\t\t}\n\n\t\tnotes.configure( config, oldConfig );\n\t\tfocus.configure( config, oldConfig );\n\t\tpointer.configure( config, oldConfig );\n\t\tcontrols.configure( config, oldConfig );\n\t\tprogress.configure( config, oldConfig );\n\t\tkeyboard.configure( config, oldConfig );\n\t\tfragments.configure( config, oldConfig );\n\t\tslideNumber.configure( config, oldConfig );\n\n\t\tsync();\n\n\t}\n\n\t/**\n\t * Binds all event listeners.\n\t */\n\tfunction addEventListeners() {\n\n\t\teventsAreBound = true;\n\n\t\twindow.addEventListener( 'resize', onWindowResize, false );\n\n\t\tif( config.touch ) touch.bind();\n\t\tif( config.keyboard ) keyboard.bind();\n\t\tif( config.progress ) progress.bind();\n\t\tif( config.respondToHashChanges ) location.bind();\n\t\tcontrols.bind();\n\t\tfocus.bind();\n\n\t\tdom.slides.addEventListener( 'click', onSlidesClicked, false );\n\t\tdom.slides.addEventListener( 'transitionend', onTransitionEnd, false );\n\t\tdom.pauseOverlay.addEventListener( 'click', resume, false );\n\n\t\tif( config.focusBodyOnPageVisibilityChange ) {\n\t\t\tdocument.addEventListener( 'visibilitychange', onPageVisibilityChange, false );\n\t\t}\n\n\t}\n\n\t/**\n\t * Unbinds all event listeners.\n\t */\n\tfunction removeEventListeners() {\n\n\t\teventsAreBound = false;\n\n\t\ttouch.unbind();\n\t\tfocus.unbind();\n\t\tkeyboard.unbind();\n\t\tcontrols.unbind();\n\t\tprogress.unbind();\n\t\tlocation.unbind();\n\n\t\twindow.removeEventListener( 'resize', onWindowResize, false );\n\n\t\tdom.slides.removeEventListener( 'click', onSlidesClicked, false );\n\t\tdom.slides.removeEventListener( 'transitionend', onTransitionEnd, false );\n\t\tdom.pauseOverlay.removeEventListener( 'click', resume, false );\n\n\t}\n\n\t/**\n\t * Uninitializes reveal.js by undoing changes made to the\n\t * DOM and removing all event listeners.\n\t */\n\tfunction destroy() {\n\n\t\t// There's nothing to destroy if this instance hasn't been\n\t\t// initialized yet\n\t\tif( initialized === false ) return;\n\n\t\tremoveEventListeners();\n\t\tcancelAutoSlide();\n\t\tdisablePreviewLinks();\n\n\t\t// Destroy controllers\n\t\tnotes.destroy();\n\t\tfocus.destroy();\n\t\tplugins.destroy();\n\t\tpointer.destroy();\n\t\tcontrols.destroy();\n\t\tprogress.destroy();\n\t\tbackgrounds.destroy();\n\t\tslideNumber.destroy();\n\t\tjumpToSlide.destroy();\n\n\t\t// Remove event listeners\n\t\tdocument.removeEventListener( 'fullscreenchange', onFullscreenChange );\n\t\tdocument.removeEventListener( 'webkitfullscreenchange', onFullscreenChange );\n\t\tdocument.removeEventListener( 'visibilitychange', onPageVisibilityChange, false );\n\t\twindow.removeEventListener( 'message', onPostMessage, false );\n\t\twindow.removeEventListener( 'load', layout, false );\n\n\t\t// Undo DOM changes\n\t\tif( dom.pauseOverlay ) dom.pauseOverlay.remove();\n\t\tif( dom.statusElement ) dom.statusElement.remove();\n\n\t\tdocument.documentElement.classList.remove( 'reveal-full-page' );\n\n\t\tdom.wrapper.classList.remove( 'ready', 'center', 'has-horizontal-slides', 'has-vertical-slides' );\n\t\tdom.wrapper.removeAttribute( 'data-transition-speed' );\n\t\tdom.wrapper.removeAttribute( 'data-background-transition' );\n\n\t\tdom.viewport.classList.remove( 'reveal-viewport' );\n\t\tdom.viewport.style.removeProperty( '--slide-width' );\n\t\tdom.viewport.style.removeProperty( '--slide-height' );\n\n\t\tdom.slides.style.removeProperty( 'width' );\n\t\tdom.slides.style.removeProperty( 'height' );\n\t\tdom.slides.style.removeProperty( 'zoom' );\n\t\tdom.slides.style.removeProperty( 'left' );\n\t\tdom.slides.style.removeProperty( 'top' );\n\t\tdom.slides.style.removeProperty( 'bottom' );\n\t\tdom.slides.style.removeProperty( 'right' );\n\t\tdom.slides.style.removeProperty( 'transform' );\n\n\t\tArray.from( dom.wrapper.querySelectorAll( SLIDES_SELECTOR ) ).forEach( slide => {\n\t\t\tslide.style.removeProperty( 'display' );\n\t\t\tslide.style.removeProperty( 'top' );\n\t\t\tslide.removeAttribute( 'hidden' );\n\t\t\tslide.removeAttribute( 'aria-hidden' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Adds a listener to one of our custom reveal.js events,\n\t * like slidechanged.\n\t */\n\tfunction on( type, listener, useCapture ) {\n\n\t\trevealElement.addEventListener( type, listener, useCapture );\n\n\t}\n\n\t/**\n\t * Unsubscribes from a reveal.js event.\n\t */\n\tfunction off( type, listener, useCapture ) {\n\n\t\trevealElement.removeEventListener( type, listener, useCapture );\n\n\t}\n\n\t/**\n\t * Applies CSS transforms to the slides container. The container\n\t * is transformed from two separate sources: layout and the overview\n\t * mode.\n\t *\n\t * @param {object} transforms\n\t */\n\tfunction transformSlides( transforms ) {\n\n\t\t// Pick up new transforms from arguments\n\t\tif( typeof transforms.layout === 'string' ) slidesTransform.layout = transforms.layout;\n\t\tif( typeof transforms.overview === 'string' ) slidesTransform.overview = transforms.overview;\n\n\t\t// Apply the transforms to the slides container\n\t\tif( slidesTransform.layout ) {\n\t\t\tUtil.transformElement( dom.slides, slidesTransform.layout + ' ' + slidesTransform.overview );\n\t\t}\n\t\telse {\n\t\t\tUtil.transformElement( dom.slides, slidesTransform.overview );\n\t\t}\n\n\t}\n\n\t/**\n\t * Dispatches an event of the specified type from the\n\t * reveal DOM element.\n\t */\n\tfunction dispatchEvent({ target=dom.wrapper, type, data, bubbles=true }) {\n\n\t\tlet event = document.createEvent( 'HTMLEvents', 1, 2 );\n\t\tevent.initEvent( type, bubbles, true );\n\t\tUtil.extend( event, data );\n\t\ttarget.dispatchEvent( event );\n\n\t\tif( target === dom.wrapper ) {\n\t\t\t// If we're in an iframe, post each reveal.js event to the\n\t\t\t// parent window. Used by the notes plugin\n\t\t\tdispatchPostMessage( type );\n\t\t}\n\n\t\treturn event;\n\n\t}\n\n\t/**\n\t * Dispatches a slidechanged event.\n\t *\n\t * @param {string} origin Used to identify multiplex clients\n\t */\n\tfunction dispatchSlideChanged( origin ) {\n\n\t\tdispatchEvent({\n\t\t\ttype: 'slidechanged',\n\t\t\tdata: {\n\t\t\t\tindexh,\n\t\t\t\tindexv,\n\t\t\t\tpreviousSlide,\n\t\t\t\tcurrentSlide,\n\t\t\t\torigin\n\t\t\t}\n\t\t});\n\n\t}\n\n\t/**\n\t * Dispatched a postMessage of the given type from our window.\n\t */\n\tfunction dispatchPostMessage( type, data ) {\n\n\t\tif( config.postMessageEvents && window.parent !== window.self ) {\n\t\t\tlet message = {\n\t\t\t\tnamespace: 'reveal',\n\t\t\t\teventName: type,\n\t\t\t\tstate: getState()\n\t\t\t};\n\n\t\t\tUtil.extend( message, data );\n\n\t\t\twindow.parent.postMessage( JSON.stringify( message ), '*' );\n\t\t}\n\n\t}\n\n\t/**\n\t * Bind preview frame links.\n\t *\n\t * @param {string} [selector=a] - selector for anchors\n\t */\n\tfunction enablePreviewLinks( selector = 'a' ) {\n\n\t\tArray.from( dom.wrapper.querySelectorAll( selector ) ).forEach( element => {\n\t\t\tif( /^(http|www)/gi.test( element.getAttribute( 'href' ) ) ) {\n\t\t\t\telement.addEventListener( 'click', onPreviewLinkClicked, false );\n\t\t\t}\n\t\t} );\n\n\t}\n\n\t/**\n\t * Unbind preview frame links.\n\t */\n\tfunction disablePreviewLinks( selector = 'a' ) {\n\n\t\tArray.from( dom.wrapper.querySelectorAll( selector ) ).forEach( element => {\n\t\t\tif( /^(http|www)/gi.test( element.getAttribute( 'href' ) ) ) {\n\t\t\t\telement.removeEventListener( 'click', onPreviewLinkClicked, false );\n\t\t\t}\n\t\t} );\n\n\t}\n\n\t/**\n\t * Opens a preview window for the target URL.\n\t *\n\t * @param {string} url - url for preview iframe src\n\t */\n\tfunction showPreview( url ) {\n\n\t\tcloseOverlay();\n\n\t\tdom.overlay = document.createElement( 'div' );\n\t\tdom.overlay.classList.add( 'overlay' );\n\t\tdom.overlay.classList.add( 'overlay-preview' );\n\t\tdom.wrapper.appendChild( dom.overlay );\n\n\t\tdom.overlay.innerHTML =\n\t\t\t`<header>\n\t\t\t\t<a class=\"close\" href=\"#\"><span class=\"icon\"></span></a>\n\t\t\t\t<a class=\"external\" href=\"${url}\" target=\"_blank\"><span class=\"icon\"></span></a>\n\t\t\t</header>\n\t\t\t<div class=\"spinner\"></div>\n\t\t\t<div class=\"viewport\">\n\t\t\t\t<iframe src=\"${url}\"></iframe>\n\t\t\t\t<small class=\"viewport-inner\">\n\t\t\t\t\t<span class=\"x-frame-error\">Unable to load iframe. This is likely due to the site's policy (x-frame-options).</span>\n\t\t\t\t</small>\n\t\t\t</div>`;\n\n\t\tdom.overlay.querySelector( 'iframe' ).addEventListener( 'load', event => {\n\t\t\tdom.overlay.classList.add( 'loaded' );\n\t\t}, false );\n\n\t\tdom.overlay.querySelector( '.close' ).addEventListener( 'click', event => {\n\t\t\tcloseOverlay();\n\t\t\tevent.preventDefault();\n\t\t}, false );\n\n\t\tdom.overlay.querySelector( '.external' ).addEventListener( 'click', event => {\n\t\t\tcloseOverlay();\n\t\t}, false );\n\n\t}\n\n\t/**\n\t * Open or close help overlay window.\n\t *\n\t * @param {Boolean} [override] Flag which overrides the\n\t * toggle logic and forcibly sets the desired state. True means\n\t * help is open, false means it's closed.\n\t */\n\tfunction toggleHelp( override ){\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? showHelp() : closeOverlay();\n\t\t}\n\t\telse {\n\t\t\tif( dom.overlay ) {\n\t\t\t\tcloseOverlay();\n\t\t\t}\n\t\t\telse {\n\t\t\t\tshowHelp();\n\t\t\t}\n\t\t}\n\t}\n\n\t/**\n\t * Opens an overlay window with help material.\n\t */\n\tfunction showHelp() {\n\n\t\tif( config.help ) {\n\n\t\t\tcloseOverlay();\n\n\t\t\tdom.overlay = document.createElement( 'div' );\n\t\t\tdom.overlay.classList.add( 'overlay' );\n\t\t\tdom.overlay.classList.add( 'overlay-help' );\n\t\t\tdom.wrapper.appendChild( dom.overlay );\n\n\t\t\tlet html = '<p class=\"title\">Keyboard Shortcuts</p><br/>';\n\n\t\t\tlet shortcuts = keyboard.getShortcuts(),\n\t\t\t\tbindings = keyboard.getBindings();\n\n\t\t\thtml += '<table><th>KEY</th><th>ACTION</th>';\n\t\t\tfor( let key in shortcuts ) {\n\t\t\t\thtml += `<tr><td>${key}</td><td>${shortcuts[ key ]}</td></tr>`;\n\t\t\t}\n\n\t\t\t// Add custom key bindings that have associated descriptions\n\t\t\tfor( let binding in bindings ) {\n\t\t\t\tif( bindings[binding].key && bindings[binding].description ) {\n\t\t\t\t\thtml += `<tr><td>${bindings[binding].key}</td><td>${bindings[binding].description}</td></tr>`;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\thtml += '</table>';\n\n\t\t\tdom.overlay.innerHTML = `\n\t\t\t\t<header>\n\t\t\t\t\t<a class=\"close\" href=\"#\"><span class=\"icon\"></span></a>\n\t\t\t\t</header>\n\t\t\t\t<div class=\"viewport\">\n\t\t\t\t\t<div class=\"viewport-inner\">${html}</div>\n\t\t\t\t</div>\n\t\t\t`;\n\n\t\t\tdom.overlay.querySelector( '.close' ).addEventListener( 'click', event => {\n\t\t\t\tcloseOverlay();\n\t\t\t\tevent.preventDefault();\n\t\t\t}, false );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Closes any currently open overlay.\n\t */\n\tfunction closeOverlay() {\n\n\t\tif( dom.overlay ) {\n\t\t\tdom.overlay.parentNode.removeChild( dom.overlay );\n\t\t\tdom.overlay = null;\n\t\t\treturn true;\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Applies JavaScript-controlled layout rules to the\n\t * presentation.\n\t */\n\tfunction layout() {\n\n\t\tif( dom.wrapper && !printView.isActive() ) {\n\n\t\t\tconst viewportWidth = dom.viewport.offsetWidth;\n\t\t\tconst viewportHeight = dom.viewport.offsetHeight;\n\n\t\t\tif( !config.disableLayout ) {\n\n\t\t\t\t// On some mobile devices '100vh' is taller than the visible\n\t\t\t\t// viewport which leads to part of the presentation being\n\t\t\t\t// cut off. To work around this we define our own '--vh' custom\n\t\t\t\t// property where 100x adds up to the correct height.\n\t\t\t\t//\n\t\t\t\t// https://css-tricks.com/the-trick-to-viewport-units-on-mobile/\n\t\t\t\tif( Device.isMobile && !config.embedded ) {\n\t\t\t\t\tdocument.documentElement.style.setProperty( '--vh', ( window.innerHeight * 0.01 ) + 'px' );\n\t\t\t\t}\n\n\t\t\t\tconst size = scrollView.isActive() ?\n\t\t\t\t\t\t\t getComputedSlideSize( viewportWidth, viewportHeight ) :\n\t\t\t\t\t\t\t getComputedSlideSize();\n\n\t\t\t\tconst oldScale = scale;\n\n\t\t\t\t// Layout the contents of the slides\n\t\t\t\tlayoutSlideContents( config.width, config.height );\n\n\t\t\t\tdom.slides.style.width = size.width + 'px';\n\t\t\t\tdom.slides.style.height = size.height + 'px';\n\n\t\t\t\t// Determine scale of content to fit within available space\n\t\t\t\tscale = Math.min( size.presentationWidth / size.width, size.presentationHeight / size.height );\n\n\t\t\t\t// Respect max/min scale settings\n\t\t\t\tscale = Math.max( scale, config.minScale );\n\t\t\t\tscale = Math.min( scale, config.maxScale );\n\n\t\t\t\t// Don't apply any scaling styles if scale is 1 or we're\n\t\t\t\t// in the scroll view\n\t\t\t\tif( scale === 1 || scrollView.isActive() ) {\n\t\t\t\t\tdom.slides.style.zoom = '';\n\t\t\t\t\tdom.slides.style.left = '';\n\t\t\t\t\tdom.slides.style.top = '';\n\t\t\t\t\tdom.slides.style.bottom = '';\n\t\t\t\t\tdom.slides.style.right = '';\n\t\t\t\t\ttransformSlides( { layout: '' } );\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tdom.slides.style.zoom = '';\n\t\t\t\t\tdom.slides.style.left = '50%';\n\t\t\t\t\tdom.slides.style.top = '50%';\n\t\t\t\t\tdom.slides.style.bottom = 'auto';\n\t\t\t\t\tdom.slides.style.right = 'auto';\n\t\t\t\t\ttransformSlides( { layout: 'translate(-50%, -50%) scale('+ scale +')' } );\n\t\t\t\t}\n\n\t\t\t\t// Select all slides, vertical and horizontal\n\t\t\t\tconst slides = Array.from( dom.wrapper.querySelectorAll( SLIDES_SELECTOR ) );\n\n\t\t\t\tfor( let i = 0, len = slides.length; i < len; i++ ) {\n\t\t\t\t\tconst slide = slides[ i ];\n\n\t\t\t\t\t// Don't bother updating invisible slides\n\t\t\t\t\tif( slide.style.display === 'none' ) {\n\t\t\t\t\t\tcontinue;\n\t\t\t\t\t}\n\n\t\t\t\t\tif( ( config.center || slide.classList.contains( 'center' ) ) ) {\n\t\t\t\t\t\t// Vertical stacks are not centred since their section\n\t\t\t\t\t\t// children will be\n\t\t\t\t\t\tif( slide.classList.contains( 'stack' ) ) {\n\t\t\t\t\t\t\tslide.style.top = 0;\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tslide.style.top = Math.max( ( size.height - slide.scrollHeight ) / 2, 0 ) + 'px';\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tslide.style.top = '';\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\tif( oldScale !== scale ) {\n\t\t\t\t\tdispatchEvent({\n\t\t\t\t\t\ttype: 'resize',\n\t\t\t\t\t\tdata: {\n\t\t\t\t\t\t\toldScale,\n\t\t\t\t\t\t\tscale,\n\t\t\t\t\t\t\tsize\n\t\t\t\t\t\t}\n\t\t\t\t\t});\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tcheckResponsiveScrollView();\n\n\t\t\tdom.viewport.style.setProperty( '--slide-scale', scale );\n\t\t\tdom.viewport.style.setProperty( '--viewport-width', viewportWidth + 'px' );\n\t\t\tdom.viewport.style.setProperty( '--viewport-height', viewportHeight + 'px' );\n\n\t\t\tscrollView.layout();\n\n\t\t\tprogress.update();\n\t\t\tbackgrounds.updateParallax();\n\n\t\t\tif( overview.isActive() ) {\n\t\t\t\toverview.update();\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Applies layout logic to the contents of all slides in\n\t * the presentation.\n\t *\n\t * @param {string|number} width\n\t * @param {string|number} height\n\t */\n\tfunction layoutSlideContents( width, height ) {\n\t\t// Handle sizing of elements with the 'r-stretch' class\n\t\tUtil.queryAll( dom.slides, 'section > .stretch, section > .r-stretch' ).forEach( element => {\n\n\t\t\t// Determine how much vertical space we can use\n\t\t\tlet remainingHeight = Util.getRemainingHeight( element, height );\n\n\t\t\t// Consider the aspect ratio of media elements\n\t\t\tif( /(img|video)/gi.test( element.nodeName ) ) {\n\t\t\t\tconst nw = element.naturalWidth || element.videoWidth,\n\t\t\t\t\t  nh = element.naturalHeight || element.videoHeight;\n\n\t\t\t\tconst es = Math.min( width / nw, remainingHeight / nh );\n\n\t\t\t\telement.style.width = ( nw * es ) + 'px';\n\t\t\t\telement.style.height = ( nh * es ) + 'px';\n\n\t\t\t}\n\t\t\telse {\n\t\t\t\telement.style.width = width + 'px';\n\t\t\t\telement.style.height = remainingHeight + 'px';\n\t\t\t}\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Responsively activates the scroll mode when we reach the configured\n\t * activation width.\n\t */\n\tfunction checkResponsiveScrollView() {\n\n\t\t// Only proceed if...\n\t\t// 1. The DOM is ready\n\t\t// 2. Layouts aren't disabled via config\n\t\t// 3. We're not currently printing\n\t\t// 4. There is a scrollActivationWidth set\n\t\t// 5. The deck isn't configured to always use the scroll view\n\t\tif(\n\t\t\tdom.wrapper &&\n\t\t\t!config.disableLayout &&\n\t\t\t!printView.isActive() &&\n\t\t\ttypeof config.scrollActivationWidth === 'number' &&\n\t\t\tconfig.view !== 'scroll'\n\t\t) {\n\t\t\tconst size = getComputedSlideSize();\n\n\t\t\tif( size.presentationWidth > 0 && size.presentationWidth <= config.scrollActivationWidth ) {\n\t\t\t\tif( !scrollView.isActive() ) {\n\t\t\t\t\tbackgrounds.create();\n\t\t\t\t\tscrollView.activate()\n\t\t\t\t};\n\t\t\t}\n\t\t\telse {\n\t\t\t\tif( scrollView.isActive() ) scrollView.deactivate();\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Calculates the computed pixel size of our slides. These\n\t * values are based on the width and height configuration\n\t * options.\n\t *\n\t * @param {number} [presentationWidth=dom.wrapper.offsetWidth]\n\t * @param {number} [presentationHeight=dom.wrapper.offsetHeight]\n\t */\n\tfunction getComputedSlideSize( presentationWidth, presentationHeight ) {\n\n\t\tlet width = config.width;\n\t\tlet height = config.height;\n\n\t\tif( config.disableLayout ) {\n\t\t\twidth = dom.slides.offsetWidth;\n\t\t\theight = dom.slides.offsetHeight;\n\t\t}\n\n\t\tconst size = {\n\t\t\t// Slide size\n\t\t\twidth: width,\n\t\t\theight: height,\n\n\t\t\t// Presentation size\n\t\t\tpresentationWidth: presentationWidth || dom.wrapper.offsetWidth,\n\t\t\tpresentationHeight: presentationHeight || dom.wrapper.offsetHeight\n\t\t};\n\n\t\t// Reduce available space by margin\n\t\tsize.presentationWidth -= ( size.presentationWidth * config.margin );\n\t\tsize.presentationHeight -= ( size.presentationHeight * config.margin );\n\n\t\t// Slide width may be a percentage of available width\n\t\tif( typeof size.width === 'string' && /%$/.test( size.width ) ) {\n\t\t\tsize.width = parseInt( size.width, 10 ) / 100 * size.presentationWidth;\n\t\t}\n\n\t\t// Slide height may be a percentage of available height\n\t\tif( typeof size.height === 'string' && /%$/.test( size.height ) ) {\n\t\t\tsize.height = parseInt( size.height, 10 ) / 100 * size.presentationHeight;\n\t\t}\n\n\t\treturn size;\n\n\t}\n\n\t/**\n\t * Stores the vertical index of a stack so that the same\n\t * vertical slide can be selected when navigating to and\n\t * from the stack.\n\t *\n\t * @param {HTMLElement} stack The vertical stack element\n\t * @param {string|number} [v=0] Index to memorize\n\t */\n\tfunction setPreviousVerticalIndex( stack, v ) {\n\n\t\tif( typeof stack === 'object' && typeof stack.setAttribute === 'function' ) {\n\t\t\tstack.setAttribute( 'data-previous-indexv', v || 0 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Retrieves the vertical index which was stored using\n\t * #setPreviousVerticalIndex() or 0 if no previous index\n\t * exists.\n\t *\n\t * @param {HTMLElement} stack The vertical stack element\n\t */\n\tfunction getPreviousVerticalIndex( stack ) {\n\n\t\tif( typeof stack === 'object' && typeof stack.setAttribute === 'function' && stack.classList.contains( 'stack' ) ) {\n\t\t\t// Prefer manually defined start-indexv\n\t\t\tconst attributeName = stack.hasAttribute( 'data-start-indexv' ) ? 'data-start-indexv' : 'data-previous-indexv';\n\n\t\t\treturn parseInt( stack.getAttribute( attributeName ) || 0, 10 );\n\t\t}\n\n\t\treturn 0;\n\n\t}\n\n\t/**\n\t * Checks if the current or specified slide is vertical\n\t * (nested within another slide).\n\t *\n\t * @param {HTMLElement} [slide=currentSlide] The slide to check\n\t * orientation of\n\t * @return {Boolean}\n\t */\n\tfunction isVerticalSlide( slide = currentSlide ) {\n\n\t\treturn slide && slide.parentNode && !!slide.parentNode.nodeName.match( /section/i );\n\n\t}\n\n\t/**\n\t * Checks if the current or specified slide is a stack containing\n\t * vertical slides.\n\t *\n\t * @param {HTMLElement} [slide=currentSlide]\n\t * @return {Boolean}\n\t */\n\tfunction isVerticalStack( slide = currentSlide ) {\n\n\t\treturn slide.classList.contains( '.stack' ) || slide.querySelector( 'section' ) !== null;\n\n\t}\n\n\t/**\n\t * Returns true if we're on the last slide in the current\n\t * vertical stack.\n\t */\n\tfunction isLastVerticalSlide() {\n\n\t\tif( currentSlide && isVerticalSlide( currentSlide ) ) {\n\t\t\t// Does this slide have a next sibling?\n\t\t\tif( currentSlide.nextElementSibling ) return false;\n\n\t\t\treturn true;\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Returns true if we're currently on the first slide in\n\t * the presentation.\n\t */\n\tfunction isFirstSlide() {\n\n\t\treturn indexh === 0 && indexv === 0;\n\n\t}\n\n\t/**\n\t * Returns true if we're currently on the last slide in\n\t * the presenation. If the last slide is a stack, we only\n\t * consider this the last slide if it's at the end of the\n\t * stack.\n\t */\n\tfunction isLastSlide() {\n\n\t\tif( currentSlide ) {\n\t\t\t// Does this slide have a next sibling?\n\t\t\tif( currentSlide.nextElementSibling ) return false;\n\n\t\t\t// If it's vertical, does its parent have a next sibling?\n\t\t\tif( isVerticalSlide( currentSlide ) && currentSlide.parentNode.nextElementSibling ) return false;\n\n\t\t\treturn true;\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Enters the paused mode which fades everything on screen to\n\t * black.\n\t */\n\tfunction pause() {\n\n\t\tif( config.pause ) {\n\t\t\tconst wasPaused = dom.wrapper.classList.contains( 'paused' );\n\n\t\t\tcancelAutoSlide();\n\t\t\tdom.wrapper.classList.add( 'paused' );\n\n\t\t\tif( wasPaused === false ) {\n\t\t\t\tdispatchEvent({ type: 'paused' });\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Exits from the paused mode.\n\t */\n\tfunction resume() {\n\n\t\tconst wasPaused = dom.wrapper.classList.contains( 'paused' );\n\t\tdom.wrapper.classList.remove( 'paused' );\n\n\t\tcueAutoSlide();\n\n\t\tif( wasPaused ) {\n\t\t\tdispatchEvent({ type: 'resumed' });\n\t\t}\n\n\t}\n\n\t/**\n\t * Toggles the paused mode on and off.\n\t */\n\tfunction togglePause( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? pause() : resume();\n\t\t}\n\t\telse {\n\t\t\tisPaused() ? resume() : pause();\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if we are currently in the paused mode.\n\t *\n\t * @return {Boolean}\n\t */\n\tfunction isPaused() {\n\n\t\treturn dom.wrapper.classList.contains( 'paused' );\n\n\t}\n\n\t/**\n\t * Toggles visibility of the jump-to-slide UI.\n\t */\n\tfunction toggleJumpToSlide( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? jumpToSlide.show() : jumpToSlide.hide();\n\t\t}\n\t\telse {\n\t\t\tjumpToSlide.isVisible() ? jumpToSlide.hide() : jumpToSlide.show();\n\t\t}\n\n\t}\n\n\t/**\n\t * Toggles the auto slide mode on and off.\n\t *\n\t * @param {Boolean} [override] Flag which sets the desired state.\n\t * True means autoplay starts, false means it stops.\n\t */\n\n\tfunction toggleAutoSlide( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? resumeAutoSlide() : pauseAutoSlide();\n\t\t}\n\n\t\telse {\n\t\t\tautoSlidePaused ? resumeAutoSlide() : pauseAutoSlide();\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if the auto slide mode is currently on.\n\t *\n\t * @return {Boolean}\n\t */\n\tfunction isAutoSliding() {\n\n\t\treturn !!( autoSlide && !autoSlidePaused );\n\n\t}\n\n\t/**\n\t * Steps from the current point in the presentation to the\n\t * slide which matches the specified horizontal and vertical\n\t * indices.\n\t *\n\t * @param {number} [h=indexh] Horizontal index of the target slide\n\t * @param {number} [v=indexv] Vertical index of the target slide\n\t * @param {number} [f] Index of a fragment within the\n\t * target slide to activate\n\t * @param {number} [origin] Origin for use in multimaster environments\n\t */\n\tfunction slide( h, v, f, origin ) {\n\n\t\t// Dispatch an event before the slide\n\t\tconst slidechange = dispatchEvent({\n\t\t\ttype: 'beforeslidechange',\n\t\t\tdata: {\n\t\t\t\tindexh: h === undefined ? indexh : h,\n\t\t\t\tindexv: v === undefined ? indexv : v,\n\t\t\t\torigin\n\t\t\t}\n\t\t});\n\n\t\t// Abort if this slide change was prevented by an event listener\n\t\tif( slidechange.defaultPrevented ) return;\n\n\t\t// Remember where we were at before\n\t\tpreviousSlide = currentSlide;\n\n\t\t// Query all horizontal slides in the deck\n\t\tconst horizontalSlides = dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR );\n\n\t\t// If we're in scroll mode, we scroll the target slide into view\n\t\t// instead of running our standard slide transition\n\t\tif( scrollView.isActive() ) {\n\t\t\tconst scrollToSlide = scrollView.getSlideByIndices( h, v );\n\t\t\tif( scrollToSlide ) scrollView.scrollToSlide( scrollToSlide );\n\t\t\treturn;\n\t\t}\n\n\t\t// Abort if there are no slides\n\t\tif( horizontalSlides.length === 0 ) return;\n\n\t\t// If no vertical index is specified and the upcoming slide is a\n\t\t// stack, resume at its previous vertical index\n\t\tif( v === undefined && !overview.isActive() ) {\n\t\t\tv = getPreviousVerticalIndex( horizontalSlides[ h ] );\n\t\t}\n\n\t\t// If we were on a vertical stack, remember what vertical index\n\t\t// it was on so we can resume at the same position when returning\n\t\tif( previousSlide && previousSlide.parentNode && previousSlide.parentNode.classList.contains( 'stack' ) ) {\n\t\t\tsetPreviousVerticalIndex( previousSlide.parentNode, indexv );\n\t\t}\n\n\t\t// Remember the state before this slide\n\t\tconst stateBefore = state.concat();\n\n\t\t// Reset the state array\n\t\tstate.length = 0;\n\n\t\tlet indexhBefore = indexh || 0,\n\t\t\tindexvBefore = indexv || 0;\n\n\t\t// Activate and transition to the new slide\n\t\tindexh = updateSlides( HORIZONTAL_SLIDES_SELECTOR, h === undefined ? indexh : h );\n\t\tindexv = updateSlides( VERTICAL_SLIDES_SELECTOR, v === undefined ? indexv : v );\n\n\t\t// Dispatch an event if the slide changed\n\t\tlet slideChanged = ( indexh !== indexhBefore || indexv !== indexvBefore );\n\n\t\t// Ensure that the previous slide is never the same as the current\n\t\tif( !slideChanged ) previousSlide = null;\n\n\t\t// Find the current horizontal slide and any possible vertical slides\n\t\t// within it\n\t\tlet currentHorizontalSlide = horizontalSlides[ indexh ],\n\t\t\tcurrentVerticalSlides = currentHorizontalSlide.querySelectorAll( 'section' );\n\n\t\t// Indicate when we're on a vertical slide\n\t\trevealElement.classList.toggle( 'is-vertical-slide', currentVerticalSlides.length > 1 );\n\n\t\t// Store references to the previous and current slides\n\t\tcurrentSlide = currentVerticalSlides[ indexv ] || currentHorizontalSlide;\n\n\t\tlet autoAnimateTransition = false;\n\n\t\t// Detect if we're moving between two auto-animated slides\n\t\tif( slideChanged && previousSlide && currentSlide && !overview.isActive() ) {\n\t\t\ttransition = 'running';\n\n\t\t\tautoAnimateTransition = shouldAutoAnimateBetween( previousSlide, currentSlide, indexhBefore, indexvBefore );\n\n\t\t\t// If this is an auto-animated transition, we disable the\n\t\t\t// regular slide transition\n\t\t\t//\n\t\t\t// Note 20-03-2020:\n\t\t\t// This needs to happen before we update slide visibility,\n\t\t\t// otherwise transitions will still run in Safari.\n\t\t\tif( autoAnimateTransition ) {\n\t\t\t\tdom.slides.classList.add( 'disable-slide-transitions' )\n\t\t\t}\n\t\t}\n\n\t\t// Update the visibility of slides now that the indices have changed\n\t\tupdateSlidesVisibility();\n\n\t\tlayout();\n\n\t\t// Update the overview if it's currently active\n\t\tif( overview.isActive() ) {\n\t\t\toverview.update();\n\t\t}\n\n\t\t// Show fragment, if specified\n\t\tif( typeof f !== 'undefined' ) {\n\t\t\tfragments.goto( f );\n\t\t}\n\n\t\t// Solves an edge case where the previous slide maintains the\n\t\t// 'present' class when navigating between adjacent vertical\n\t\t// stacks\n\t\tif( previousSlide && previousSlide !== currentSlide ) {\n\t\t\tpreviousSlide.classList.remove( 'present' );\n\t\t\tpreviousSlide.setAttribute( 'aria-hidden', 'true' );\n\n\t\t\t// Reset all slides upon navigate to home\n\t\t\tif( isFirstSlide() ) {\n\t\t\t\t// Launch async task\n\t\t\t\tsetTimeout( () => {\n\t\t\t\t\tgetVerticalStacks().forEach( slide => {\n\t\t\t\t\t\tsetPreviousVerticalIndex( slide, 0 );\n\t\t\t\t\t} );\n\t\t\t\t}, 0 );\n\t\t\t}\n\t\t}\n\n\t\t// Apply the new state\n\t\tstateLoop: for( let i = 0, len = state.length; i < len; i++ ) {\n\t\t\t// Check if this state existed on the previous slide. If it\n\t\t\t// did, we will avoid adding it repeatedly\n\t\t\tfor( let j = 0; j < stateBefore.length; j++ ) {\n\t\t\t\tif( stateBefore[j] === state[i] ) {\n\t\t\t\t\tstateBefore.splice( j, 1 );\n\t\t\t\t\tcontinue stateLoop;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tdom.viewport.classList.add( state[i] );\n\n\t\t\t// Dispatch custom event matching the state's name\n\t\t\tdispatchEvent({ type: state[i] });\n\t\t}\n\n\t\t// Clean up the remains of the previous state\n\t\twhile( stateBefore.length ) {\n\t\t\tdom.viewport.classList.remove( stateBefore.pop() );\n\t\t}\n\n\t\tif( slideChanged ) {\n\t\t\tdispatchSlideChanged( origin );\n\t\t}\n\n\t\t// Handle embedded content\n\t\tif( slideChanged || !previousSlide ) {\n\t\t\tslideContent.stopEmbeddedContent( previousSlide );\n\t\t\tslideContent.startEmbeddedContent( currentSlide );\n\t\t}\n\n\t\t// Announce the current slide contents to screen readers\n\t\t// Use animation frame to prevent getComputedStyle in getStatusText\n\t\t// from triggering layout mid-frame\n\t\trequestAnimationFrame( () => {\n\t\t\tannounceStatus( getStatusText( currentSlide ) );\n\t\t});\n\n\t\tprogress.update();\n\t\tcontrols.update();\n\t\tnotes.update();\n\t\tbackgrounds.update();\n\t\tbackgrounds.updateParallax();\n\t\tslideNumber.update();\n\t\tfragments.update();\n\n\t\t// Update the URL hash\n\t\tlocation.writeURL();\n\n\t\tcueAutoSlide();\n\n\t\t// Auto-animation\n\t\tif( autoAnimateTransition ) {\n\n\t\t\tsetTimeout( () => {\n\t\t\t\tdom.slides.classList.remove( 'disable-slide-transitions' );\n\t\t\t}, 0 );\n\n\t\t\tif( config.autoAnimate ) {\n\t\t\t\t// Run the auto-animation between our slides\n\t\t\t\tautoAnimate.run( previousSlide, currentSlide );\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks whether or not an auto-animation should take place between\n\t * the two given slides.\n\t *\n\t * @param {HTMLElement} fromSlide\n\t * @param {HTMLElement} toSlide\n\t * @param {number} indexhBefore\n\t * @param {number} indexvBefore\n\t *\n\t * @returns {boolean}\n\t */\n\tfunction shouldAutoAnimateBetween( fromSlide, toSlide, indexhBefore, indexvBefore ) {\n\n\t\treturn \tfromSlide.hasAttribute( 'data-auto-animate' ) && toSlide.hasAttribute( 'data-auto-animate' ) &&\n\t\t\t\tfromSlide.getAttribute( 'data-auto-animate-id' ) === toSlide.getAttribute( 'data-auto-animate-id' ) &&\n\t\t\t\t!( ( indexh > indexhBefore || indexv > indexvBefore ) ? toSlide : fromSlide ).hasAttribute( 'data-auto-animate-restart' );\n\n\t}\n\n\t/**\n\t * Called anytime a new slide should be activated while in the scroll\n\t * view. The active slide is the page that occupies the most space in\n\t * the scrollable viewport.\n\t *\n\t * @param {number} pageIndex\n\t * @param {HTMLElement} slideElement\n\t */\n\tfunction setCurrentScrollPage( slideElement, h, v ) {\n\n\t\tlet indexhBefore = indexh || 0;\n\n\t\tindexh = h;\n\t\tindexv = v;\n\n\t\tconst slideChanged = currentSlide !== slideElement;\n\n\t\tpreviousSlide = currentSlide;\n\t\tcurrentSlide = slideElement;\n\n\t\tif( currentSlide && previousSlide ) {\n\t\t\tif( config.autoAnimate && shouldAutoAnimateBetween( previousSlide, currentSlide, indexhBefore, indexv ) ) {\n\t\t\t\t// Run the auto-animation between our slides\n\t\t\t\tautoAnimate.run( previousSlide, currentSlide );\n\t\t\t}\n\t\t}\n\n\t\t// Start or stop embedded content like videos and iframes\n\t\tif( slideChanged ) {\n\t\t\tif( previousSlide ) {\n\t\t\t\tslideContent.stopEmbeddedContent( previousSlide );\n\t\t\t\tslideContent.stopEmbeddedContent( previousSlide.slideBackgroundElement );\n\t\t\t}\n\n\t\t\tslideContent.startEmbeddedContent( currentSlide );\n\t\t\tslideContent.startEmbeddedContent( currentSlide.slideBackgroundElement );\n\t\t}\n\n\t\trequestAnimationFrame( () => {\n\t\t\tannounceStatus( getStatusText( currentSlide ) );\n\t\t});\n\n\t\tdispatchSlideChanged();\n\n\t}\n\n\t/**\n\t * Syncs the presentation with the current DOM. Useful\n\t * when new slides or control elements are added or when\n\t * the configuration has changed.\n\t */\n\tfunction sync() {\n\n\t\t// Subscribe to input\n\t\tremoveEventListeners();\n\t\taddEventListeners();\n\n\t\t// Force a layout to make sure the current config is accounted for\n\t\tlayout();\n\n\t\t// Reflect the current autoSlide value\n\t\tautoSlide = config.autoSlide;\n\n\t\t// Start auto-sliding if it's enabled\n\t\tcueAutoSlide();\n\n\t\t// Re-create all slide backgrounds\n\t\tbackgrounds.create();\n\n\t\t// Write the current hash to the URL\n\t\tlocation.writeURL();\n\n\t\tif( config.sortFragmentsOnSync === true ) {\n\t\t\tfragments.sortAll();\n\t\t}\n\n\t\tcontrols.update();\n\t\tprogress.update();\n\n\t\tupdateSlidesVisibility();\n\n\t\tnotes.update();\n\t\tnotes.updateVisibility();\n\t\tbackgrounds.update( true );\n\t\tslideNumber.update();\n\t\tslideContent.formatEmbeddedContent();\n\n\t\t// Start or stop embedded content depending on global config\n\t\tif( config.autoPlayMedia === false ) {\n\t\t\tslideContent.stopEmbeddedContent( currentSlide, { unloadIframes: false } );\n\t\t}\n\t\telse {\n\t\t\tslideContent.startEmbeddedContent( currentSlide );\n\t\t}\n\n\t\tif( overview.isActive() ) {\n\t\t\toverview.layout();\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates reveal.js to keep in sync with new slide attributes. For\n\t * example, if you add a new `data-background-image` you can call\n\t * this to have reveal.js render the new background image.\n\t *\n\t * Similar to #sync() but more efficient when you only need to\n\t * refresh a specific slide.\n\t *\n\t * @param {HTMLElement} slide\n\t */\n\tfunction syncSlide( slide = currentSlide ) {\n\n\t\tbackgrounds.sync( slide );\n\t\tfragments.sync( slide );\n\n\t\tslideContent.load( slide );\n\n\t\tbackgrounds.update();\n\t\tnotes.update();\n\n\t}\n\n\t/**\n\t * Resets all vertical slides so that only the first\n\t * is visible.\n\t */\n\tfunction resetVerticalSlides() {\n\n\t\tgetHorizontalSlides().forEach( horizontalSlide => {\n\n\t\t\tUtil.queryAll( horizontalSlide, 'section' ).forEach( ( verticalSlide, y ) => {\n\n\t\t\t\tif( y > 0 ) {\n\t\t\t\t\tverticalSlide.classList.remove( 'present' );\n\t\t\t\t\tverticalSlide.classList.remove( 'past' );\n\t\t\t\t\tverticalSlide.classList.add( 'future' );\n\t\t\t\t\tverticalSlide.setAttribute( 'aria-hidden', 'true' );\n\t\t\t\t}\n\n\t\t\t} );\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Randomly shuffles all slides in the deck.\n\t */\n\tfunction shuffle( slides = getHorizontalSlides() ) {\n\n\t\tslides.forEach( ( slide, i ) => {\n\n\t\t\t// Insert the slide next to a randomly picked sibling slide\n\t\t\t// slide. This may cause the slide to insert before itself,\n\t\t\t// but that's not an issue.\n\t\t\tlet beforeSlide = slides[ Math.floor( Math.random() * slides.length ) ];\n\t\t\tif( beforeSlide.parentNode === slide.parentNode ) {\n\t\t\t\tslide.parentNode.insertBefore( slide, beforeSlide );\n\t\t\t}\n\n\t\t\t// Randomize the order of vertical slides (if there are any)\n\t\t\tlet verticalSlides = slide.querySelectorAll( 'section' );\n\t\t\tif( verticalSlides.length ) {\n\t\t\t\tshuffle( verticalSlides );\n\t\t\t}\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Updates one dimension of slides by showing the slide\n\t * with the specified index.\n\t *\n\t * @param {string} selector A CSS selector that will fetch\n\t * the group of slides we are working with\n\t * @param {number} index The index of the slide that should be\n\t * shown\n\t *\n\t * @return {number} The index of the slide that is now shown,\n\t * might differ from the passed in index if it was out of\n\t * bounds.\n\t */\n\tfunction updateSlides( selector, index ) {\n\n\t\t// Select all slides and convert the NodeList result to\n\t\t// an array\n\t\tlet slides = Util.queryAll( dom.wrapper, selector ),\n\t\t\tslidesLength = slides.length;\n\n\t\tlet printMode = scrollView.isActive() || printView.isActive();\n\t\tlet loopedForwards = false;\n\t\tlet loopedBackwards = false;\n\n\t\tif( slidesLength ) {\n\n\t\t\t// Should the index loop?\n\t\t\tif( config.loop ) {\n\t\t\t\tif( index >= slidesLength ) loopedForwards = true;\n\n\t\t\t\tindex %= slidesLength;\n\n\t\t\t\tif( index < 0 ) {\n\t\t\t\t\tindex = slidesLength + index;\n\t\t\t\t\tloopedBackwards = true;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// Enforce max and minimum index bounds\n\t\t\tindex = Math.max( Math.min( index, slidesLength - 1 ), 0 );\n\n\t\t\tfor( let i = 0; i < slidesLength; i++ ) {\n\t\t\t\tlet element = slides[i];\n\n\t\t\t\tlet reverse = config.rtl && !isVerticalSlide( element );\n\n\t\t\t\t// Avoid .remove() with multiple args for IE11 support\n\t\t\t\telement.classList.remove( 'past' );\n\t\t\t\telement.classList.remove( 'present' );\n\t\t\t\telement.classList.remove( 'future' );\n\n\t\t\t\t// http://www.w3.org/html/wg/drafts/html/master/editing.html#the-hidden-attribute\n\t\t\t\telement.setAttribute( 'hidden', '' );\n\t\t\t\telement.setAttribute( 'aria-hidden', 'true' );\n\n\t\t\t\t// If this element contains vertical slides\n\t\t\t\tif( element.querySelector( 'section' ) ) {\n\t\t\t\t\telement.classList.add( 'stack' );\n\t\t\t\t}\n\n\t\t\t\t// If we're printing static slides, all slides are \"present\"\n\t\t\t\tif( printMode ) {\n\t\t\t\t\telement.classList.add( 'present' );\n\t\t\t\t\tcontinue;\n\t\t\t\t}\n\n\t\t\t\tif( i < index ) {\n\t\t\t\t\t// Any element previous to index is given the 'past' class\n\t\t\t\t\telement.classList.add( reverse ? 'future' : 'past' );\n\n\t\t\t\t\tif( config.fragments ) {\n\t\t\t\t\t\t// Show all fragments in prior slides\n\t\t\t\t\t\tshowFragmentsIn( element );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse if( i > index ) {\n\t\t\t\t\t// Any element subsequent to index is given the 'future' class\n\t\t\t\t\telement.classList.add( reverse ? 'past' : 'future' );\n\n\t\t\t\t\tif( config.fragments ) {\n\t\t\t\t\t\t// Hide all fragments in future slides\n\t\t\t\t\t\thideFragmentsIn( element );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\t// Update the visibility of fragments when a presentation loops\n\t\t\t\t// in either direction\n\t\t\t\telse if( i === index && config.fragments ) {\n\t\t\t\t\tif( loopedForwards ) {\n\t\t\t\t\t\thideFragmentsIn( element );\n\t\t\t\t\t}\n\t\t\t\t\telse if( loopedBackwards ) {\n\t\t\t\t\t\tshowFragmentsIn( element );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tlet slide = slides[index];\n\t\t\tlet wasPresent = slide.classList.contains( 'present' );\n\n\t\t\t// Mark the current slide as present\n\t\t\tslide.classList.add( 'present' );\n\t\t\tslide.removeAttribute( 'hidden' );\n\t\t\tslide.removeAttribute( 'aria-hidden' );\n\n\t\t\tif( !wasPresent ) {\n\t\t\t\t// Dispatch an event indicating the slide is now visible\n\t\t\t\tdispatchEvent({\n\t\t\t\t\ttarget: slide,\n\t\t\t\t\ttype: 'visible',\n\t\t\t\t\tbubbles: false\n\t\t\t\t});\n\t\t\t}\n\n\t\t\t// If this slide has a state associated with it, add it\n\t\t\t// onto the current state of the deck\n\t\t\tlet slideState = slide.getAttribute( 'data-state' );\n\t\t\tif( slideState ) {\n\t\t\t\tstate = state.concat( slideState.split( ' ' ) );\n\t\t\t}\n\n\t\t}\n\t\telse {\n\t\t\t// Since there are no slides we can't be anywhere beyond the\n\t\t\t// zeroth index\n\t\t\tindex = 0;\n\t\t}\n\n\t\treturn index;\n\n\t}\n\n\t/**\n\t * Shows all fragment elements within the given container.\n\t */\n\tfunction showFragmentsIn( container ) {\n\n\t\tUtil.queryAll( container, '.fragment' ).forEach( fragment => {\n\t\t\tfragment.classList.add( 'visible' );\n\t\t\tfragment.classList.remove( 'current-fragment' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Hides all fragment elements within the given container.\n\t */\n\tfunction hideFragmentsIn( container ) {\n\n\t\tUtil.queryAll( container, '.fragment.visible' ).forEach( fragment => {\n\t\t\tfragment.classList.remove( 'visible', 'current-fragment' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Optimization method; hide all slides that are far away\n\t * from the present slide.\n\t */\n\tfunction updateSlidesVisibility() {\n\n\t\t// Select all slides and convert the NodeList result to\n\t\t// an array\n\t\tlet horizontalSlides = getHorizontalSlides(),\n\t\t\thorizontalSlidesLength = horizontalSlides.length,\n\t\t\tdistanceX,\n\t\t\tdistanceY;\n\n\t\tif( horizontalSlidesLength && typeof indexh !== 'undefined' ) {\n\n\t\t\t// The number of steps away from the present slide that will\n\t\t\t// be visible\n\t\t\tlet viewDistance = overview.isActive() ? 10 : config.viewDistance;\n\n\t\t\t// Shorten the view distance on devices that typically have\n\t\t\t// less resources\n\t\t\tif( Device.isMobile ) {\n\t\t\t\tviewDistance = overview.isActive() ? 6 : config.mobileViewDistance;\n\t\t\t}\n\n\t\t\t// All slides need to be visible when exporting to PDF\n\t\t\tif( printView.isActive() ) {\n\t\t\t\tviewDistance = Number.MAX_VALUE;\n\t\t\t}\n\n\t\t\tfor( let x = 0; x < horizontalSlidesLength; x++ ) {\n\t\t\t\tlet horizontalSlide = horizontalSlides[x];\n\n\t\t\t\tlet verticalSlides = Util.queryAll( horizontalSlide, 'section' ),\n\t\t\t\t\tverticalSlidesLength = verticalSlides.length;\n\n\t\t\t\t// Determine how far away this slide is from the present\n\t\t\t\tdistanceX = Math.abs( ( indexh || 0 ) - x ) || 0;\n\n\t\t\t\t// If the presentation is looped, distance should measure\n\t\t\t\t// 1 between the first and last slides\n\t\t\t\tif( config.loop ) {\n\t\t\t\t\tdistanceX = Math.abs( ( ( indexh || 0 ) - x ) % ( horizontalSlidesLength - viewDistance ) ) || 0;\n\t\t\t\t}\n\n\t\t\t\t// Show the horizontal slide if it's within the view distance\n\t\t\t\tif( distanceX < viewDistance ) {\n\t\t\t\t\tslideContent.load( horizontalSlide );\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tslideContent.unload( horizontalSlide );\n\t\t\t\t}\n\n\t\t\t\tif( verticalSlidesLength ) {\n\n\t\t\t\t\tlet oy = getPreviousVerticalIndex( horizontalSlide );\n\n\t\t\t\t\tfor( let y = 0; y < verticalSlidesLength; y++ ) {\n\t\t\t\t\t\tlet verticalSlide = verticalSlides[y];\n\n\t\t\t\t\t\tdistanceY = x === ( indexh || 0 ) ? Math.abs( ( indexv || 0 ) - y ) : Math.abs( y - oy );\n\n\t\t\t\t\t\tif( distanceX + distanceY < viewDistance ) {\n\t\t\t\t\t\t\tslideContent.load( verticalSlide );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tslideContent.unload( verticalSlide );\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// Flag if there are ANY vertical slides, anywhere in the deck\n\t\t\tif( hasVerticalSlides() ) {\n\t\t\t\tdom.wrapper.classList.add( 'has-vertical-slides' );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tdom.wrapper.classList.remove( 'has-vertical-slides' );\n\t\t\t}\n\n\t\t\t// Flag if there are ANY horizontal slides, anywhere in the deck\n\t\t\tif( hasHorizontalSlides() ) {\n\t\t\t\tdom.wrapper.classList.add( 'has-horizontal-slides' );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tdom.wrapper.classList.remove( 'has-horizontal-slides' );\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Determine what available routes there are for navigation.\n\t *\n\t * @return {{left: boolean, right: boolean, up: boolean, down: boolean}}\n\t */\n\tfunction availableRoutes({ includeFragments = false } = {}) {\n\n\t\tlet horizontalSlides = dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR ),\n\t\t\tverticalSlides = dom.wrapper.querySelectorAll( VERTICAL_SLIDES_SELECTOR );\n\n\t\tlet routes = {\n\t\t\tleft: indexh > 0,\n\t\t\tright: indexh < horizontalSlides.length - 1,\n\t\t\tup: indexv > 0,\n\t\t\tdown: indexv < verticalSlides.length - 1\n\t\t};\n\n\t\t// Looped presentations can always be navigated as long as\n\t\t// there are slides available\n\t\tif( config.loop ) {\n\t\t\tif( horizontalSlides.length > 1 ) {\n\t\t\t\troutes.left = true;\n\t\t\t\troutes.right = true;\n\t\t\t}\n\n\t\t\tif( verticalSlides.length > 1 ) {\n\t\t\t\troutes.up = true;\n\t\t\t\troutes.down = true;\n\t\t\t}\n\t\t}\n\n\t\tif ( horizontalSlides.length > 1 && config.navigationMode === 'linear' ) {\n\t\t\troutes.right = routes.right || routes.down;\n\t\t\troutes.left = routes.left || routes.up;\n\t\t}\n\n\t\t// If includeFragments is set, a route will be considered\n\t\t// available if either a slid OR fragment is available in\n\t\t// the given direction\n\t\tif( includeFragments === true ) {\n\t\t\tlet fragmentRoutes = fragments.availableRoutes();\n\t\t\troutes.left = routes.left || fragmentRoutes.prev;\n\t\t\troutes.up = routes.up || fragmentRoutes.prev;\n\t\t\troutes.down = routes.down || fragmentRoutes.next;\n\t\t\troutes.right = routes.right || fragmentRoutes.next;\n\t\t}\n\n\t\t// Reverse horizontal controls for rtl\n\t\tif( config.rtl ) {\n\t\t\tlet left = routes.left;\n\t\t\troutes.left = routes.right;\n\t\t\troutes.right = left;\n\t\t}\n\n\t\treturn routes;\n\n\t}\n\n\t/**\n\t * Returns the number of past slides. This can be used as a global\n\t * flattened index for slides.\n\t *\n\t * @param {HTMLElement} [slide=currentSlide] The slide we're counting before\n\t *\n\t * @return {number} Past slide count\n\t */\n\tfunction getSlidePastCount( slide = currentSlide ) {\n\n\t\tlet horizontalSlides = getHorizontalSlides();\n\n\t\t// The number of past slides\n\t\tlet pastCount = 0;\n\n\t\t// Step through all slides and count the past ones\n\t\tmainLoop: for( let i = 0; i < horizontalSlides.length; i++ ) {\n\n\t\t\tlet horizontalSlide = horizontalSlides[i];\n\t\t\tlet verticalSlides = horizontalSlide.querySelectorAll( 'section' );\n\n\t\t\tfor( let j = 0; j < verticalSlides.length; j++ ) {\n\n\t\t\t\t// Stop as soon as we arrive at the present\n\t\t\t\tif( verticalSlides[j] === slide ) {\n\t\t\t\t\tbreak mainLoop;\n\t\t\t\t}\n\n\t\t\t\t// Don't count slides with the \"uncounted\" class\n\t\t\t\tif( verticalSlides[j].dataset.visibility !== 'uncounted' ) {\n\t\t\t\t\tpastCount++;\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t\t// Stop as soon as we arrive at the present\n\t\t\tif( horizontalSlide === slide ) {\n\t\t\t\tbreak;\n\t\t\t}\n\n\t\t\t// Don't count the wrapping section for vertical slides and\n\t\t\t// slides marked as uncounted\n\t\t\tif( horizontalSlide.classList.contains( 'stack' ) === false && horizontalSlide.dataset.visibility !== 'uncounted' ) {\n\t\t\t\tpastCount++;\n\t\t\t}\n\n\t\t}\n\n\t\treturn pastCount;\n\n\t}\n\n\t/**\n\t * Returns a value ranging from 0-1 that represents\n\t * how far into the presentation we have navigated.\n\t *\n\t * @return {number}\n\t */\n\tfunction getProgress() {\n\n\t\t// The number of past and total slides\n\t\tlet totalCount = getTotalSlides();\n\t\tlet pastCount = getSlidePastCount();\n\n\t\tif( currentSlide ) {\n\n\t\t\tlet allFragments = currentSlide.querySelectorAll( '.fragment' );\n\n\t\t\t// If there are fragments in the current slide those should be\n\t\t\t// accounted for in the progress.\n\t\t\tif( allFragments.length > 0 ) {\n\t\t\t\tlet visibleFragments = currentSlide.querySelectorAll( '.fragment.visible' );\n\n\t\t\t\t// This value represents how big a portion of the slide progress\n\t\t\t\t// that is made up by its fragments (0-1)\n\t\t\t\tlet fragmentWeight = 0.9;\n\n\t\t\t\t// Add fragment progress to the past slide count\n\t\t\t\tpastCount += ( visibleFragments.length / allFragments.length ) * fragmentWeight;\n\t\t\t}\n\n\t\t}\n\n\t\treturn Math.min( pastCount / ( totalCount - 1 ), 1 );\n\n\t}\n\n\t/**\n\t * Retrieves the h/v location and fragment of the current,\n\t * or specified, slide.\n\t *\n\t * @param {HTMLElement} [slide] If specified, the returned\n\t * index will be for this slide rather than the currently\n\t * active one\n\t *\n\t * @return {{h: number, v: number, f: number}}\n\t */\n\tfunction getIndices( slide ) {\n\n\t\t// By default, return the current indices\n\t\tlet h = indexh,\n\t\t\tv = indexv,\n\t\t\tf;\n\n\t\t// If a slide is specified, return the indices of that slide\n\t\tif( slide ) {\n\t\t\t// In scroll mode the original h/x index is stored on the slide\n\t\t\tif( scrollView.isActive() ) {\n\t\t\t\th = parseInt( slide.getAttribute( 'data-index-h' ), 10 );\n\n\t\t\t\tif( slide.getAttribute( 'data-index-v' ) ) {\n\t\t\t\t\tv = parseInt( slide.getAttribute( 'data-index-v' ), 10 );\n\t\t\t\t}\n\t\t\t}\n\t\t\telse {\n\t\t\t\tlet isVertical = isVerticalSlide( slide );\n\t\t\t\tlet slideh = isVertical ? slide.parentNode : slide;\n\n\t\t\t\t// Select all horizontal slides\n\t\t\t\tlet horizontalSlides = getHorizontalSlides();\n\n\t\t\t\t// Now that we know which the horizontal slide is, get its index\n\t\t\t\th = Math.max( horizontalSlides.indexOf( slideh ), 0 );\n\n\t\t\t\t// Assume we're not vertical\n\t\t\t\tv = undefined;\n\n\t\t\t\t// If this is a vertical slide, grab the vertical index\n\t\t\t\tif( isVertical ) {\n\t\t\t\t\tv = Math.max( Util.queryAll( slide.parentNode, 'section' ).indexOf( slide ), 0 );\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tif( !slide && currentSlide ) {\n\t\t\tlet hasFragments = currentSlide.querySelectorAll( '.fragment' ).length > 0;\n\t\t\tif( hasFragments ) {\n\t\t\t\tlet currentFragment = currentSlide.querySelector( '.current-fragment' );\n\t\t\t\tif( currentFragment && currentFragment.hasAttribute( 'data-fragment-index' ) ) {\n\t\t\t\t\tf = parseInt( currentFragment.getAttribute( 'data-fragment-index' ), 10 );\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tf = currentSlide.querySelectorAll( '.fragment.visible' ).length - 1;\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\treturn { h, v, f };\n\n\t}\n\n\t/**\n\t * Retrieves all slides in this presentation.\n\t */\n\tfunction getSlides() {\n\n\t\treturn Util.queryAll( dom.wrapper, SLIDES_SELECTOR + ':not(.stack):not([data-visibility=\"uncounted\"])' );\n\n\t}\n\n\t/**\n\t * Returns a list of all horizontal slides in the deck. Each\n\t * vertical stack is included as one horizontal slide in the\n\t * resulting array.\n\t */\n\tfunction getHorizontalSlides() {\n\n\t\treturn Util.queryAll( dom.wrapper, HORIZONTAL_SLIDES_SELECTOR );\n\n\t}\n\n\t/**\n\t * Returns all vertical slides that exist within this deck.\n\t */\n\tfunction getVerticalSlides() {\n\n\t\treturn Util.queryAll( dom.wrapper, '.slides>section>section' );\n\n\t}\n\n\t/**\n\t * Returns all vertical stacks (each stack can contain multiple slides).\n\t */\n\tfunction getVerticalStacks() {\n\n\t\treturn Util.queryAll( dom.wrapper, HORIZONTAL_SLIDES_SELECTOR + '.stack');\n\n\t}\n\n\t/**\n\t * Returns true if there are at least two horizontal slides.\n\t */\n\tfunction hasHorizontalSlides() {\n\n\t\treturn getHorizontalSlides().length > 1;\n\t}\n\n\t/**\n\t * Returns true if there are at least two vertical slides.\n\t */\n\tfunction hasVerticalSlides() {\n\n\t\treturn getVerticalSlides().length > 1;\n\n\t}\n\n\t/**\n\t * Returns an array of objects where each object represents the\n\t * attributes on its respective slide.\n\t */\n\tfunction getSlidesAttributes() {\n\n\t\treturn getSlides().map( slide => {\n\n\t\t\tlet attributes = {};\n\t\t\tfor( let i = 0; i < slide.attributes.length; i++ ) {\n\t\t\t\tlet attribute = slide.attributes[ i ];\n\t\t\t\tattributes[ attribute.name ] = attribute.value;\n\t\t\t}\n\t\t\treturn attributes;\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Retrieves the total number of slides in this presentation.\n\t *\n\t * @return {number}\n\t */\n\tfunction getTotalSlides() {\n\n\t\treturn getSlides().length;\n\n\t}\n\n\t/**\n\t * Returns the slide element matching the specified index.\n\t *\n\t * @return {HTMLElement}\n\t */\n\tfunction getSlide( x, y ) {\n\n\t\tlet horizontalSlide = getHorizontalSlides()[ x ];\n\t\tlet verticalSlides = horizontalSlide && horizontalSlide.querySelectorAll( 'section' );\n\n\t\tif( verticalSlides && verticalSlides.length && typeof y === 'number' ) {\n\t\t\treturn verticalSlides ? verticalSlides[ y ] : undefined;\n\t\t}\n\n\t\treturn horizontalSlide;\n\n\t}\n\n\t/**\n\t * Returns the background element for the given slide.\n\t * All slides, even the ones with no background properties\n\t * defined, have a background element so as long as the\n\t * index is valid an element will be returned.\n\t *\n\t * @param {mixed} x Horizontal background index OR a slide\n\t * HTML element\n\t * @param {number} y Vertical background index\n\t * @return {(HTMLElement[]|*)}\n\t */\n\tfunction getSlideBackground( x, y ) {\n\n\t\tlet slide = typeof x === 'number' ? getSlide( x, y ) : x;\n\t\tif( slide ) {\n\t\t\treturn slide.slideBackgroundElement;\n\t\t}\n\n\t\treturn undefined;\n\n\t}\n\n\t/**\n\t * Retrieves the current state of the presentation as\n\t * an object. This state can then be restored at any\n\t * time.\n\t *\n\t * @return {{indexh: number, indexv: number, indexf: number, paused: boolean, overview: boolean}}\n\t */\n\tfunction getState() {\n\n\t\tlet indices = getIndices();\n\n\t\treturn {\n\t\t\tindexh: indices.h,\n\t\t\tindexv: indices.v,\n\t\t\tindexf: indices.f,\n\t\t\tpaused: isPaused(),\n\t\t\toverview: overview.isActive()\n\t\t};\n\n\t}\n\n\t/**\n\t * Restores the presentation to the given state.\n\t *\n\t * @param {object} state As generated by getState()\n\t * @see {@link getState} generates the parameter `state`\n\t */\n\tfunction setState( state ) {\n\n\t\tif( typeof state === 'object' ) {\n\t\t\tslide( Util.deserialize( state.indexh ), Util.deserialize( state.indexv ), Util.deserialize( state.indexf ) );\n\n\t\t\tlet pausedFlag = Util.deserialize( state.paused ),\n\t\t\t\toverviewFlag = Util.deserialize( state.overview );\n\n\t\t\tif( typeof pausedFlag === 'boolean' && pausedFlag !== isPaused() ) {\n\t\t\t\ttogglePause( pausedFlag );\n\t\t\t}\n\n\t\t\tif( typeof overviewFlag === 'boolean' && overviewFlag !== overview.isActive() ) {\n\t\t\t\toverview.toggle( overviewFlag );\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Cues a new automated slide if enabled in the config.\n\t */\n\tfunction cueAutoSlide() {\n\n\t\tcancelAutoSlide();\n\n\t\tif( currentSlide && config.autoSlide !== false ) {\n\n\t\t\tlet fragment = currentSlide.querySelector( '.current-fragment[data-autoslide]' );\n\n\t\t\tlet fragmentAutoSlide = fragment ? fragment.getAttribute( 'data-autoslide' ) : null;\n\t\t\tlet parentAutoSlide = currentSlide.parentNode ? currentSlide.parentNode.getAttribute( 'data-autoslide' ) : null;\n\t\t\tlet slideAutoSlide = currentSlide.getAttribute( 'data-autoslide' );\n\n\t\t\t// Pick value in the following priority order:\n\t\t\t// 1. Current fragment's data-autoslide\n\t\t\t// 2. Current slide's data-autoslide\n\t\t\t// 3. Parent slide's data-autoslide\n\t\t\t// 4. Global autoSlide setting\n\t\t\tif( fragmentAutoSlide ) {\n\t\t\t\tautoSlide = parseInt( fragmentAutoSlide, 10 );\n\t\t\t}\n\t\t\telse if( slideAutoSlide ) {\n\t\t\t\tautoSlide = parseInt( slideAutoSlide, 10 );\n\t\t\t}\n\t\t\telse if( parentAutoSlide ) {\n\t\t\t\tautoSlide = parseInt( parentAutoSlide, 10 );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tautoSlide = config.autoSlide;\n\n\t\t\t\t// If there are media elements with data-autoplay,\n\t\t\t\t// automatically set the autoSlide duration to the\n\t\t\t\t// length of that media. Not applicable if the slide\n\t\t\t\t// is divided up into fragments.\n\t\t\t\t// playbackRate is accounted for in the duration.\n\t\t\t\tif( currentSlide.querySelectorAll( '.fragment' ).length === 0 ) {\n\t\t\t\t\tUtil.queryAll( currentSlide, 'video, audio' ).forEach( el => {\n\t\t\t\t\t\tif( el.hasAttribute( 'data-autoplay' ) ) {\n\t\t\t\t\t\t\tif( autoSlide && (el.duration * 1000 / el.playbackRate ) > autoSlide ) {\n\t\t\t\t\t\t\t\tautoSlide = ( el.duration * 1000 / el.playbackRate ) + 1000;\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t}\n\t\t\t\t\t} );\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// Cue the next auto-slide if:\n\t\t\t// - There is an autoSlide value\n\t\t\t// - Auto-sliding isn't paused by the user\n\t\t\t// - The presentation isn't paused\n\t\t\t// - The overview isn't active\n\t\t\t// - The presentation isn't over\n\t\t\tif( autoSlide && !autoSlidePaused && !isPaused() && !overview.isActive() && ( !isLastSlide() || fragments.availableRoutes().next || config.loop === true ) ) {\n\t\t\t\tautoSlideTimeout = setTimeout( () => {\n\t\t\t\t\tif( typeof config.autoSlideMethod === 'function' ) {\n\t\t\t\t\t\tconfig.autoSlideMethod()\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tnavigateNext();\n\t\t\t\t\t}\n\t\t\t\t\tcueAutoSlide();\n\t\t\t\t}, autoSlide );\n\t\t\t\tautoSlideStartTime = Date.now();\n\t\t\t}\n\n\t\t\tif( autoSlidePlayer ) {\n\t\t\t\tautoSlidePlayer.setPlaying( autoSlideTimeout !== -1 );\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Cancels any ongoing request to auto-slide.\n\t */\n\tfunction cancelAutoSlide() {\n\n\t\tclearTimeout( autoSlideTimeout );\n\t\tautoSlideTimeout = -1;\n\n\t}\n\n\tfunction pauseAutoSlide() {\n\n\t\tif( autoSlide && !autoSlidePaused ) {\n\t\t\tautoSlidePaused = true;\n\t\t\tdispatchEvent({ type: 'autoslidepaused' });\n\t\t\tclearTimeout( autoSlideTimeout );\n\n\t\t\tif( autoSlidePlayer ) {\n\t\t\t\tautoSlidePlayer.setPlaying( false );\n\t\t\t}\n\t\t}\n\n\t}\n\n\tfunction resumeAutoSlide() {\n\n\t\tif( autoSlide && autoSlidePaused ) {\n\t\t\tautoSlidePaused = false;\n\t\t\tdispatchEvent({ type: 'autoslideresumed' });\n\t\t\tcueAutoSlide();\n\t\t}\n\n\t}\n\n\tfunction navigateLeft({skipFragments=false}={}) {\n\n\t\tnavigationHistory.hasNavigatedHorizontally = true;\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.prev();\n\n\t\t// Reverse for RTL\n\t\tif( config.rtl ) {\n\t\t\tif( ( overview.isActive() || skipFragments || fragments.next() === false ) && availableRoutes().left ) {\n\t\t\t\tslide( indexh + 1, config.navigationMode === 'grid' ? indexv : undefined );\n\t\t\t}\n\t\t}\n\t\t// Normal navigation\n\t\telse if( ( overview.isActive() || skipFragments || fragments.prev() === false ) && availableRoutes().left ) {\n\t\t\tslide( indexh - 1, config.navigationMode === 'grid' ? indexv : undefined );\n\t\t}\n\n\t}\n\n\tfunction navigateRight({skipFragments=false}={}) {\n\n\t\tnavigationHistory.hasNavigatedHorizontally = true;\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.next();\n\n\t\t// Reverse for RTL\n\t\tif( config.rtl ) {\n\t\t\tif( ( overview.isActive() || skipFragments || fragments.prev() === false ) && availableRoutes().right ) {\n\t\t\t\tslide( indexh - 1, config.navigationMode === 'grid' ? indexv : undefined );\n\t\t\t}\n\t\t}\n\t\t// Normal navigation\n\t\telse if( ( overview.isActive() || skipFragments || fragments.next() === false ) && availableRoutes().right ) {\n\t\t\tslide( indexh + 1, config.navigationMode === 'grid' ? indexv : undefined );\n\t\t}\n\n\t}\n\n\tfunction navigateUp({skipFragments=false}={}) {\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.prev();\n\n\t\t// Prioritize hiding fragments\n\t\tif( ( overview.isActive() || skipFragments || fragments.prev() === false ) && availableRoutes().up ) {\n\t\t\tslide( indexh, indexv - 1 );\n\t\t}\n\n\t}\n\n\tfunction navigateDown({skipFragments=false}={}) {\n\n\t\tnavigationHistory.hasNavigatedVertically = true;\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.next();\n\n\t\t// Prioritize revealing fragments\n\t\tif( ( overview.isActive() || skipFragments || fragments.next() === false ) && availableRoutes().down ) {\n\t\t\tslide( indexh, indexv + 1 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Navigates backwards, prioritized in the following order:\n\t * 1) Previous fragment\n\t * 2) Previous vertical slide\n\t * 3) Previous horizontal slide\n\t */\n\tfunction navigatePrev({skipFragments=false}={}) {\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.prev();\n\n\t\t// Prioritize revealing fragments\n\t\tif( skipFragments || fragments.prev() === false ) {\n\t\t\tif( availableRoutes().up ) {\n\t\t\t\tnavigateUp({skipFragments});\n\t\t\t}\n\t\t\telse {\n\t\t\t\t// Fetch the previous horizontal slide, if there is one\n\t\t\t\tlet previousSlide;\n\n\t\t\t\tif( config.rtl ) {\n\t\t\t\t\tpreviousSlide = Util.queryAll( dom.wrapper, HORIZONTAL_SLIDES_SELECTOR + '.future' ).pop();\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tpreviousSlide = Util.queryAll( dom.wrapper, HORIZONTAL_SLIDES_SELECTOR + '.past' ).pop();\n\t\t\t\t}\n\n\t\t\t\t// When going backwards and arriving on a stack we start\n\t\t\t\t// at the bottom of the stack\n\t\t\t\tif( previousSlide && previousSlide.classList.contains( 'stack' ) ) {\n\t\t\t\t\tlet v = ( previousSlide.querySelectorAll( 'section' ).length - 1 ) || undefined;\n\t\t\t\t\tlet h = indexh - 1;\n\t\t\t\t\tslide( h, v );\n\t\t\t\t}\n\t\t\t\telse if( config.rtl ) {\n\t\t\t\t\tnavigateRight({skipFragments});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tnavigateLeft({skipFragments});\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * The reverse of #navigatePrev().\n\t */\n\tfunction navigateNext({skipFragments=false}={}) {\n\n\t\tnavigationHistory.hasNavigatedHorizontally = true;\n\t\tnavigationHistory.hasNavigatedVertically = true;\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.next();\n\n\t\t// Prioritize revealing fragments\n\t\tif( skipFragments || fragments.next() === false ) {\n\n\t\t\tlet routes = availableRoutes();\n\n\t\t\t// When looping is enabled `routes.down` is always available\n\t\t\t// so we need a separate check for when we've reached the\n\t\t\t// end of a stack and should move horizontally\n\t\t\tif( routes.down && routes.right && config.loop && isLastVerticalSlide() ) {\n\t\t\t\troutes.down = false;\n\t\t\t}\n\n\t\t\tif( routes.down ) {\n\t\t\t\tnavigateDown({skipFragments});\n\t\t\t}\n\t\t\telse if( config.rtl ) {\n\t\t\t\tnavigateLeft({skipFragments});\n\t\t\t}\n\t\t\telse {\n\t\t\t\tnavigateRight({skipFragments});\n\t\t\t}\n\t\t}\n\n\t}\n\n\n\t// --------------------------------------------------------------------//\n\t// ----------------------------- EVENTS -------------------------------//\n\t// --------------------------------------------------------------------//\n\n\t/**\n\t * Called by all event handlers that are based on user\n\t * input.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onUserInput( event ) {\n\n\t\tif( config.autoSlideStoppable ) {\n\t\t\tpauseAutoSlide();\n\t\t}\n\n\t}\n\n\t/**\n\t* Listener for post message events posted to this window.\n\t*/\n\tfunction onPostMessage( event ) {\n\n\t\tlet data = event.data;\n\n\t\t// Make sure we're dealing with JSON\n\t\tif( typeof data === 'string' && data.charAt( 0 ) === '{' && data.charAt( data.length - 1 ) === '}' ) {\n\t\t\tdata = JSON.parse( data );\n\n\t\t\t// Check if the requested method can be found\n\t\t\tif( data.method && typeof Reveal[data.method] === 'function' ) {\n\n\t\t\t\tif( POST_MESSAGE_METHOD_BLACKLIST.test( data.method ) === false ) {\n\n\t\t\t\t\tconst result = Reveal[data.method].apply( Reveal, data.args );\n\n\t\t\t\t\t// Dispatch a postMessage event with the returned value from\n\t\t\t\t\t// our method invocation for getter functions\n\t\t\t\t\tdispatchPostMessage( 'callback', { method: data.method, result: result } );\n\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tconsole.warn( 'reveal.js: \"'+ data.method +'\" is is blacklisted from the postMessage API' );\n\t\t\t\t}\n\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Event listener for transition end on the current slide.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onTransitionEnd( event ) {\n\n\t\tif( transition === 'running' && /section/gi.test( event.target.nodeName ) ) {\n\t\t\ttransition = 'idle';\n\t\t\tdispatchEvent({\n\t\t\t\ttype: 'slidetransitionend',\n\t\t\t\tdata: { indexh, indexv, previousSlide, currentSlide }\n\t\t\t});\n\t\t}\n\n\t}\n\n\t/**\n\t * A global listener for all click events inside of the\n\t * .slides container.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onSlidesClicked( event ) {\n\n\t\tconst anchor = Util.closest( event.target, 'a[href^=\"#\"]' );\n\n\t\t// If a hash link is clicked, we find the target slide\n\t\t// and navigate to it. We previously relied on 'hashchange'\n\t\t// for links like these but that prevented media with\n\t\t// audio tracks from playing in mobile browsers since it\n\t\t// wasn't considered a direct interaction with the document.\n\t\tif( anchor ) {\n\t\t\tconst hash = anchor.getAttribute( 'href' );\n\t\t\tconst indices = location.getIndicesFromHash( hash );\n\n\t\t\tif( indices ) {\n\t\t\t\tReveal.slide( indices.h, indices.v, indices.f );\n\t\t\t\tevent.preventDefault();\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Handler for the window level 'resize' event.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onWindowResize( event ) {\n\n\t\tlayout();\n\t}\n\n\t/**\n\t * Handle for the window level 'visibilitychange' event.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onPageVisibilityChange( event ) {\n\n\t\t// If, after clicking a link or similar and we're coming back,\n\t\t// focus the document.body to ensure we can use keyboard shortcuts\n\t\tif( document.hidden === false && document.activeElement !== document.body ) {\n\t\t\t// Not all elements support .blur() - SVGs among them.\n\t\t\tif( typeof document.activeElement.blur === 'function' ) {\n\t\t\t\tdocument.activeElement.blur();\n\t\t\t}\n\t\t\tdocument.body.focus();\n\t\t}\n\n\t}\n\n\t/**\n\t * Handler for the document level 'fullscreenchange' event.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onFullscreenChange( event ) {\n\n\t\tlet element = document.fullscreenElement || document.webkitFullscreenElement;\n\t\tif( element === dom.wrapper ) {\n\t\t\tevent.stopImmediatePropagation();\n\n\t\t\t// Timeout to avoid layout shift in Safari\n\t\t\tsetTimeout( () => {\n\t\t\t\tReveal.layout();\n\t\t\t\tReveal.focus.focus(); // focus.focus :'(\n\t\t\t}, 1 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Handles clicks on links that are set to preview in the\n\t * iframe overlay.\n\t *\n\t * @param {object} event\n\t */\n\tfunction onPreviewLinkClicked( event ) {\n\n\t\tif( event.currentTarget && event.currentTarget.hasAttribute( 'href' ) ) {\n\t\t\tlet url = event.currentTarget.getAttribute( 'href' );\n\t\t\tif( url ) {\n\t\t\t\tshowPreview( url );\n\t\t\t\tevent.preventDefault();\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Handles click on the auto-sliding controls element.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onAutoSlidePlayerClick( event ) {\n\n\t\t// Replay\n\t\tif( isLastSlide() && config.loop === false ) {\n\t\t\tslide( 0, 0 );\n\t\t\tresumeAutoSlide();\n\t\t}\n\t\t// Resume\n\t\telse if( autoSlidePaused ) {\n\t\t\tresumeAutoSlide();\n\t\t}\n\t\t// Pause\n\t\telse {\n\t\t\tpauseAutoSlide();\n\t\t}\n\n\t}\n\n\n\t// --------------------------------------------------------------------//\n\t// ------------------------------- API --------------------------------//\n\t// --------------------------------------------------------------------//\n\n\t// The public reveal.js API\n\tconst API = {\n\t\tVERSION,\n\n\t\tinitialize,\n\t\tconfigure,\n\t\tdestroy,\n\n\t\tsync,\n\t\tsyncSlide,\n\t\tsyncFragments: fragments.sync.bind( fragments ),\n\n\t\t// Navigation methods\n\t\tslide,\n\t\tleft: navigateLeft,\n\t\tright: navigateRight,\n\t\tup: navigateUp,\n\t\tdown: navigateDown,\n\t\tprev: navigatePrev,\n\t\tnext: navigateNext,\n\n\t\t// Navigation aliases\n\t\tnavigateLeft, navigateRight, navigateUp, navigateDown, navigatePrev, navigateNext,\n\n\t\t// Fragment methods\n\t\tnavigateFragment: fragments.goto.bind( fragments ),\n\t\tprevFragment: fragments.prev.bind( fragments ),\n\t\tnextFragment: fragments.next.bind( fragments ),\n\n\t\t// Event binding\n\t\ton,\n\t\toff,\n\n\t\t// Legacy event binding methods left in for backwards compatibility\n\t\taddEventListener: on,\n\t\tremoveEventListener: off,\n\n\t\t// Forces an update in slide layout\n\t\tlayout,\n\n\t\t// Randomizes the order of slides\n\t\tshuffle,\n\n\t\t// Returns an object with the available routes as booleans (left/right/top/bottom)\n\t\tavailableRoutes,\n\n\t\t// Returns an object with the available fragments as booleans (prev/next)\n\t\tavailableFragments: fragments.availableRoutes.bind( fragments ),\n\n\t\t// Toggles a help overlay with keyboard shortcuts\n\t\ttoggleHelp,\n\n\t\t// Toggles the overview mode on/off\n\t\ttoggleOverview: overview.toggle.bind( overview ),\n\n\t\t// Toggles the scroll view on/off\n\t\ttoggleScrollView: scrollView.toggle.bind( scrollView ),\n\n\t\t// Toggles the \"black screen\" mode on/off\n\t\ttogglePause,\n\n\t\t// Toggles the auto slide mode on/off\n\t\ttoggleAutoSlide,\n\n\t\t// Toggles visibility of the jump-to-slide UI\n\t\ttoggleJumpToSlide,\n\n\t\t// Slide navigation checks\n\t\tisFirstSlide,\n\t\tisLastSlide,\n\t\tisLastVerticalSlide,\n\t\tisVerticalSlide,\n\t\tisVerticalStack,\n\n\t\t// State checks\n\t\tisPaused,\n\t\tisAutoSliding,\n\t\tisSpeakerNotes: notes.isSpeakerNotesWindow.bind( notes ),\n\t\tisOverview: overview.isActive.bind( overview ),\n\t\tisFocused: focus.isFocused.bind( focus ),\n\n\t\tisScrollView: scrollView.isActive.bind( scrollView ),\n\t\tisPrintView: printView.isActive.bind( printView ),\n\n\t\t// Checks if reveal.js has been loaded and is ready for use\n\t\tisReady: () => ready,\n\n\t\t// Slide preloading\n\t\tloadSlide: slideContent.load.bind( slideContent ),\n\t\tunloadSlide: slideContent.unload.bind( slideContent ),\n\n\t\t// Start/stop all media inside of the current slide\n\t\tstartEmbeddedContent: () => slideContent.startEmbeddedContent( currentSlide ),\n\t\tstopEmbeddedContent: () => slideContent.stopEmbeddedContent( currentSlide, { unloadIframes: false } ),\n\n\t\t// Preview management\n\t\tshowPreview,\n\t\thidePreview: closeOverlay,\n\n\t\t// Adds or removes all internal event listeners\n\t\taddEventListeners,\n\t\tremoveEventListeners,\n\t\tdispatchEvent,\n\n\t\t// Facility for persisting and restoring the presentation state\n\t\tgetState,\n\t\tsetState,\n\n\t\t// Presentation progress on range of 0-1\n\t\tgetProgress,\n\n\t\t// Returns the indices of the current, or specified, slide\n\t\tgetIndices,\n\n\t\t// Returns an Array of key:value maps of the attributes of each\n\t\t// slide in the deck\n\t\tgetSlidesAttributes,\n\n\t\t// Returns the number of slides that we have passed\n\t\tgetSlidePastCount,\n\n\t\t// Returns the total number of slides\n\t\tgetTotalSlides,\n\n\t\t// Returns the slide element at the specified index\n\t\tgetSlide,\n\n\t\t// Returns the previous slide element, may be null\n\t\tgetPreviousSlide: () => previousSlide,\n\n\t\t// Returns the current slide element\n\t\tgetCurrentSlide: () => currentSlide,\n\n\t\t// Returns the slide background element at the specified index\n\t\tgetSlideBackground,\n\n\t\t// Returns the speaker notes string for a slide, or null\n\t\tgetSlideNotes: notes.getSlideNotes.bind( notes ),\n\n\t\t// Returns an Array of all slides\n\t\tgetSlides,\n\n\t\t// Returns an array with all horizontal/vertical slides in the deck\n\t\tgetHorizontalSlides,\n\t\tgetVerticalSlides,\n\n\t\t// Checks if the presentation contains two or more horizontal\n\t\t// and vertical slides\n\t\thasHorizontalSlides,\n\t\thasVerticalSlides,\n\n\t\t// Checks if the deck has navigated on either axis at least once\n\t\thasNavigatedHorizontally: () => navigationHistory.hasNavigatedHorizontally,\n\t\thasNavigatedVertically: () => navigationHistory.hasNavigatedVertically,\n\n\t\tshouldAutoAnimateBetween,\n\n\t\t// Adds/removes a custom key binding\n\t\taddKeyBinding: keyboard.addKeyBinding.bind( keyboard ),\n\t\tremoveKeyBinding: keyboard.removeKeyBinding.bind( keyboard ),\n\n\t\t// Programmatically triggers a keyboard event\n\t\ttriggerKey: keyboard.triggerKey.bind( keyboard ),\n\n\t\t// Registers a new shortcut to include in the help overlay\n\t\tregisterKeyboardShortcut: keyboard.registerKeyboardShortcut.bind( keyboard ),\n\n\t\tgetComputedSlideSize,\n\t\tsetCurrentScrollPage,\n\n\t\t// Returns the current scale of the presentation content\n\t\tgetScale: () => scale,\n\n\t\t// Returns the current configuration object\n\t\tgetConfig: () => config,\n\n\t\t// Helper method, retrieves query string as a key:value map\n\t\tgetQueryHash: Util.getQueryHash,\n\n\t\t// Returns the path to the current slide as represented in the URL\n\t\tgetSlidePath: location.getHash.bind( location ),\n\n\t\t// Returns reveal.js DOM elements\n\t\tgetRevealElement: () => revealElement,\n\t\tgetSlidesElement: () => dom.slides,\n\t\tgetViewportElement: () => dom.viewport,\n\t\tgetBackgroundsElement: () => backgrounds.element,\n\n\t\t// API for registering and retrieving plugins\n\t\tregisterPlugin: plugins.registerPlugin.bind( plugins ),\n\t\thasPlugin: plugins.hasPlugin.bind( plugins ),\n\t\tgetPlugin: plugins.getPlugin.bind( plugins ),\n\t\tgetPlugins: plugins.getRegisteredPlugins.bind( plugins )\n\n\t};\n\n\t// Our internal API which controllers have access to\n\tUtil.extend( Reveal, {\n\t\t...API,\n\n\t\t// Methods for announcing content to screen readers\n\t\tannounceStatus,\n\t\tgetStatusText,\n\n\t\t// Controllers\n\t\tfocus,\n\t\tscroll: scrollView,\n\t\tprogress,\n\t\tcontrols,\n\t\tlocation,\n\t\toverview,\n\t\tfragments,\n\t\tbackgrounds,\n\t\tslideContent,\n\t\tslideNumber,\n\n\t\tonUserInput,\n\t\tcloseOverlay,\n\t\tupdateSlidesVisibility,\n\t\tlayoutSlideContents,\n\t\ttransformSlides,\n\t\tcueAutoSlide,\n\t\tcancelAutoSlide\n\t} );\n\n\treturn API;\n\n};\n","import Deck, { VERSION } from './reveal.js'\n\n/**\n * Expose the Reveal class to the window. To create a\n * new instance:\n * let deck = new Reveal( document.querySelector( '.reveal' ), {\n *   controls: false\n * } );\n * deck.initialize().then(() => {\n *   // reveal.js is ready\n * });\n */\nlet Reveal = Deck;\n\n\n/**\n * The below is a thin shell that mimics the pre 4.0\n * reveal.js API and ensures backwards compatibility.\n * This API only allows for one Reveal instance per\n * page, whereas the new API above lets you run many\n * presentations on the same page.\n *\n * Reveal.initialize( { controls: false } ).then(() => {\n *   // reveal.js is ready\n * });\n */\n\nlet enqueuedAPICalls = [];\n\nReveal.initialize = options => {\n\n\t// Create our singleton reveal.js instance\n\tObject.assign( Reveal, new Deck( document.querySelector( '.reveal' ), options ) );\n\n\t// Invoke any enqueued API calls\n\tenqueuedAPICalls.map( method => method( Reveal ) );\n\n\treturn Reveal.initialize();\n\n}\n\n/**\n * The pre 4.0 API let you add event listener before\n * initializing. 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diff --git a/src/.quarto/_freeze/site_libs/revealjs/dist/reveal.js b/src/.quarto/_freeze/site_libs/revealjs/dist/reveal.js
new file mode 100644
index 0000000000000000000000000000000000000000..2812b62b050371bd512cf6936f61d964015a5f0f
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/dist/reveal.js
@@ -0,0 +1,9 @@
+/*!
+* reveal.js 5.1.0
+* https://revealjs.com
+* MIT licensed
+*
+* Copyright (C) 2011-2024 Hakim El Hattab, https://hakim.se
+*/
+!function(e,t){"object"==typeof exports&&"undefined"!=typeof module?module.exports=t():"function"==typeof define&&define.amd?define(t):(e="undefined"!=typeof globalThis?globalThis:e||self).Reveal=t()}(this,(function(){"use strict";const e=(e,t)=>{for(let i in t)e[i]=t[i];return e},t=(e,t)=>Array.from(e.querySelectorAll(t)),i=(e,t,i)=>{i?e.classList.add(t):e.classList.remove(t)},s=e=>{if("string"==typeof e){if("null"===e)return null;if("true"===e)return!0;if("false"===e)return!1;if(e.match(/^-?[\d\.]+$/))return parseFloat(e)}return e},a=(e,t)=>{e.style.transform=t},n=(e,t)=>{let i=e.matches||e.matchesSelector||e.msMatchesSelector;return!(!i||!i.call(e,t))},r=(e,t)=>{if("function"==typeof e.closest)return e.closest(t);for(;e;){if(n(e,t))return e;e=e.parentNode}return null},o=e=>{let t=(e=e||document.documentElement).requestFullscreen||e.webkitRequestFullscreen||e.webkitRequestFullScreen||e.mozRequestFullScreen||e.msRequestFullscreen;t&&t.apply(e)},l=e=>{let 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n=this.getContrastClass(e);"string"==typeof n&&e.classList.add(n)}getContrastClass(e){const t=e.slideBackgroundElement;let i=e.getAttribute("data-background-color");if(!i||!A(i)){let e=window.getComputedStyle(t);e&&e.backgroundColor&&(i=e.backgroundColor)}if(i){const e=A(i);if(e&&0!==e.a)return"string"==typeof(s=i)&&(s=A(s)),(s?(299*s.r+587*s.g+114*s.b)/1e3:null)<128?"has-dark-background":"has-light-background"}var s;return null}bubbleSlideContrastClassToElement(e,t){["has-light-background","has-dark-background"].forEach((i=>{e.classList.contains(i)?t.classList.add(i):t.classList.remove(i)}),this)}update(e=!1){let i=this.Reveal.getConfig(),s=this.Reveal.getCurrentSlide(),a=this.Reveal.getIndices(),n=null,r=i.rtl?"future":"past",o=i.rtl?"past":"future";if(Array.from(this.element.childNodes).forEach(((i,s)=>{i.classList.remove("past","present","future"),s<a.h?i.classList.add(r):s>a.h?i.classList.add(o):(i.classList.add("present"),n=i),(e||s===a.h)&&t(i,".slide-background").forEach(((e,t)=>{e.classList.remove("past","present","future");const i="number"==typeof a.v?a.v:0;t<i?e.classList.add("past"):t>i?e.classList.add("future"):(e.classList.add("present"),s===a.h&&(n=e))}))})),this.previousBackground&&!this.previousBackground.closest("body")&&(this.previousBackground=null),n&&this.previousBackground){let e=this.previousBackground.getAttribute("data-background-hash"),t=n.getAttribute("data-background-hash");if(t&&t===e&&n!==this.previousBackground){this.element.classList.add("no-transition");const e=n.querySelector("video"),t=this.previousBackground.querySelector("video");if(e&&t){const i=e.parentNode;t.parentNode.appendChild(e),i.appendChild(t)}}}if(this.previousBackground&&this.Reveal.slideContent.stopEmbeddedContent(this.previousBackground,{unloadIframes:!this.Reveal.slideContent.shouldPreload(this.previousBackground)}),n){this.Reveal.slideContent.startEmbeddedContent(n);let e=n.querySelector(".slide-background-content");if(e){let t=e.style.backgroundImage||"";/\.gif/i.test(t)&&(e.style.backgroundImage="",window.getComputedStyle(e).opacity,e.style.backgroundImage=t)}this.previousBackground=n}s&&this.bubbleSlideContrastClassToElement(s,this.Reveal.getRevealElement()),setTimeout((()=>{this.element.classList.remove("no-transition")}),10)}updateParallax(){let e=this.Reveal.getIndices();if(this.Reveal.getConfig().parallaxBackgroundImage){let t,i,s=this.Reveal.getHorizontalSlides(),a=this.Reveal.getVerticalSlides(),n=this.element.style.backgroundSize.split(" ");1===n.length?t=i=parseInt(n[0],10):(t=parseInt(n[0],10),i=parseInt(n[1],10));let r,o,l=this.element.offsetWidth,d=s.length;r="number"==typeof this.Reveal.getConfig().parallaxBackgroundHorizontal?this.Reveal.getConfig().parallaxBackgroundHorizontal:d>1?(t-l)/(d-1):0,o=r*e.h*-1;let c,h,u=this.element.offsetHeight,g=a.length;c="number"==typeof this.Reveal.getConfig().parallaxBackgroundVertical?this.Reveal.getConfig().parallaxBackgroundVertical:(i-u)/(g-1),h=g>0?c*e.v:0,this.element.style.backgroundPosition=o+"px "+-h+"px"}}destroy(){this.element.remove()}}let k=0;class L{constructor(e){this.Reveal=e}run(e,t){this.reset();let i=this.Reveal.getSlides(),s=i.indexOf(t),a=i.indexOf(e);if(e&&t&&e.hasAttribute("data-auto-animate")&&t.hasAttribute("data-auto-animate")&&e.getAttribute("data-auto-animate-id")===t.getAttribute("data-auto-animate-id")&&!(s>a?t:e).hasAttribute("data-auto-animate-restart")){this.autoAnimateStyleSheet=this.autoAnimateStyleSheet||l();let i=this.getAutoAnimateOptions(t);e.dataset.autoAnimate="pending",t.dataset.autoAnimate="pending",i.slideDirection=s>a?"forward":"backward";let n="none"===e.style.display;n&&(e.style.display=this.Reveal.getConfig().display);let r=this.getAutoAnimatableElements(e,t).map((e=>this.autoAnimateElements(e.from,e.to,e.options||{},i,k++)));if(n&&(e.style.display="none"),"false"!==t.dataset.autoAnimateUnmatched&&!0===this.Reveal.getConfig().autoAnimateUnmatched){let e=.8*i.duration,s=.2*i.duration;this.getUnmatchedAutoAnimateElements(t).forEach((e=>{let t=this.getAutoAnimateOptions(e,i),s="unmatched";t.duration===i.duration&&t.delay===i.delay||(s="unmatched-"+k++,r.push(`[data-auto-animate="running"] [data-auto-animate-target="${s}"] { transition: opacity ${t.duration}s ease ${t.delay}s; }`)),e.dataset.autoAnimateTarget=s}),this),r.push(`[data-auto-animate="running"] [data-auto-animate-target="unmatched"] { transition: opacity ${e}s ease ${s}s; }`)}this.autoAnimateStyleSheet.innerHTML=r.join(""),requestAnimationFrame((()=>{this.autoAnimateStyleSheet&&(getComputedStyle(this.autoAnimateStyleSheet).fontWeight,t.dataset.autoAnimate="running")})),this.Reveal.dispatchEvent({type:"autoanimate",data:{fromSlide:e,toSlide:t,sheet:this.autoAnimateStyleSheet}})}}reset(){t(this.Reveal.getRevealElement(),'[data-auto-animate]:not([data-auto-animate=""])').forEach((e=>{e.dataset.autoAnimate=""})),t(this.Reveal.getRevealElement(),"[data-auto-animate-target]").forEach((e=>{delete e.dataset.autoAnimateTarget})),this.autoAnimateStyleSheet&&this.autoAnimateStyleSheet.parentNode&&(this.autoAnimateStyleSheet.parentNode.removeChild(this.autoAnimateStyleSheet),this.autoAnimateStyleSheet=null)}autoAnimateElements(e,t,i,s,a){e.dataset.autoAnimateTarget="",t.dataset.autoAnimateTarget=a;let n=this.getAutoAnimateOptions(t,s);void 0!==i.delay&&(n.delay=i.delay),void 0!==i.duration&&(n.duration=i.duration),void 0!==i.easing&&(n.easing=i.easing);let r=this.getAutoAnimatableProperties("from",e,i),o=this.getAutoAnimatableProperties("to",t,i);if(t.classList.contains("fragment")&&(delete o.styles.opacity,e.classList.contains("fragment"))){(e.className.match(w)||[""])[0]===(t.className.match(w)||[""])[0]&&"forward"===s.slideDirection&&t.classList.add("visible","disabled")}if(!1!==i.translate||!1!==i.scale){let e=this.Reveal.getScale(),t={x:(r.x-o.x)/e,y:(r.y-o.y)/e,scaleX:r.width/o.width,scaleY:r.height/o.height};t.x=Math.round(1e3*t.x)/1e3,t.y=Math.round(1e3*t.y)/1e3,t.scaleX=Math.round(1e3*t.scaleX)/1e3,t.scaleX=Math.round(1e3*t.scaleX)/1e3;let s=!1!==i.translate&&(0!==t.x||0!==t.y),a=!1!==i.scale&&(0!==t.scaleX||0!==t.scaleY);if(s||a){let e=[];s&&e.push(`translate(${t.x}px, ${t.y}px)`),a&&e.push(`scale(${t.scaleX}, ${t.scaleY})`),r.styles.transform=e.join(" "),r.styles["transform-origin"]="top left",o.styles.transform="none"}}for(let e in o.styles){const t=o.styles[e],i=r.styles[e];t===i?delete o.styles[e]:(!0===t.explicitValue&&(o.styles[e]=t.value),!0===i.explicitValue&&(r.styles[e]=i.value))}let l="",d=Object.keys(o.styles);if(d.length>0){r.styles.transition="none",o.styles.transition=`all ${n.duration}s ${n.easing} ${n.delay}s`,o.styles["transition-property"]=d.join(", "),o.styles["will-change"]=d.join(", "),l='[data-auto-animate-target="'+a+'"] {'+Object.keys(r.styles).map((e=>e+": "+r.styles[e]+" !important;")).join("")+'}[data-auto-animate="running"] [data-auto-animate-target="'+a+'"] {'+Object.keys(o.styles).map((e=>e+": "+o.styles[e]+" !important;")).join("")+"}"}return l}getAutoAnimateOptions(t,i){let s={easing:this.Reveal.getConfig().autoAnimateEasing,duration:this.Reveal.getConfig().autoAnimateDuration,delay:0};if(s=e(s,i),t.parentNode){let e=r(t.parentNode,"[data-auto-animate-target]");e&&(s=this.getAutoAnimateOptions(e,s))}return t.dataset.autoAnimateEasing&&(s.easing=t.dataset.autoAnimateEasing),t.dataset.autoAnimateDuration&&(s.duration=parseFloat(t.dataset.autoAnimateDuration)),t.dataset.autoAnimateDelay&&(s.delay=parseFloat(t.dataset.autoAnimateDelay)),s}getAutoAnimatableProperties(e,t,i){let s=this.Reveal.getConfig(),a={styles:[]};if(!1!==i.translate||!1!==i.scale){let e;if("function"==typeof i.measure)e=i.measure(t);else if(s.center)e=t.getBoundingClientRect();else{let i=this.Reveal.getScale();e={x:t.offsetLeft*i,y:t.offsetTop*i,width:t.offsetWidth*i,height:t.offsetHeight*i}}a.x=e.x,a.y=e.y,a.width=e.width,a.height=e.height}const n=getComputedStyle(t);return(i.styles||s.autoAnimateStyles).forEach((t=>{let i;"string"==typeof t&&(t={property:t}),void 0!==t.from&&"from"===e?i={value:t.from,explicitValue:!0}:void 0!==t.to&&"to"===e?i={value:t.to,explicitValue:!0}:("line-height"===t.property&&(i=parseFloat(n["line-height"])/parseFloat(n["font-size"])),isNaN(i)&&(i=n[t.property])),""!==i&&(a.styles[t.property]=i)})),a}getAutoAnimatableElements(e,t){let i=("function"==typeof this.Reveal.getConfig().autoAnimateMatcher?this.Reveal.getConfig().autoAnimateMatcher:this.getAutoAnimatePairs).call(this,e,t),s=[];return i.filter(((e,t)=>{if(-1===s.indexOf(e.to))return s.push(e.to),!0}))}getAutoAnimatePairs(e,t){let i=[];const s="h1, h2, h3, h4, h5, h6, p, li";return this.findAutoAnimateMatches(i,e,t,"[data-id]",(e=>e.nodeName+":::"+e.getAttribute("data-id"))),this.findAutoAnimateMatches(i,e,t,s,(e=>e.nodeName+":::"+e.innerText)),this.findAutoAnimateMatches(i,e,t,"img, video, iframe",(e=>e.nodeName+":::"+(e.getAttribute("src")||e.getAttribute("data-src")))),this.findAutoAnimateMatches(i,e,t,"pre",(e=>e.nodeName+":::"+e.innerText)),i.forEach((e=>{n(e.from,s)?e.options={scale:!1}:n(e.from,"pre")&&(e.options={scale:!1,styles:["width","height"]},this.findAutoAnimateMatches(i,e.from,e.to,".hljs .hljs-ln-code",(e=>e.textContent),{scale:!1,styles:[],measure:this.getLocalBoundingBox.bind(this)}),this.findAutoAnimateMatches(i,e.from,e.to,".hljs .hljs-ln-numbers[data-line-number]",(e=>e.getAttribute("data-line-number")),{scale:!1,styles:["width"],measure:this.getLocalBoundingBox.bind(this)}))}),this),i}getLocalBoundingBox(e){const t=this.Reveal.getScale();return{x:Math.round(e.offsetLeft*t*100)/100,y:Math.round(e.offsetTop*t*100)/100,width:Math.round(e.offsetWidth*t*100)/100,height:Math.round(e.offsetHeight*t*100)/100}}findAutoAnimateMatches(e,t,i,s,a,n){let r={},o={};[].slice.call(t.querySelectorAll(s)).forEach(((e,t)=>{const i=a(e);"string"==typeof i&&i.length&&(r[i]=r[i]||[],r[i].push(e))})),[].slice.call(i.querySelectorAll(s)).forEach(((t,i)=>{const s=a(t);let l;if(o[s]=o[s]||[],o[s].push(t),r[s]){const e=o[s].length-1,t=r[s].length-1;r[s][e]?(l=r[s][e],r[s][e]=null):r[s][t]&&(l=r[s][t],r[s][t]=null)}l&&e.push({from:l,to:t,options:n})}))}getUnmatchedAutoAnimateElements(e){return[].slice.call(e.children).reduce(((e,t)=>{const i=t.querySelector("[data-auto-animate-target]");return t.hasAttribute("data-auto-animate-target")||i||e.push(t),t.querySelector("[data-auto-animate-target]")&&(e=e.concat(this.getUnmatchedAutoAnimateElements(t))),e}),[])}}class C{constructor(e){this.Reveal=e,this.active=!1,this.activatedCallbacks=[],this.onScroll=this.onScroll.bind(this)}activate(){if(this.active)return;const e=this.Reveal.getState();this.active=!0,this.slideHTMLBeforeActivation=this.Reveal.getSlidesElement().innerHTML;const i=t(this.Reveal.getRevealElement(),f),s=t(this.Reveal.getRevealElement(),".backgrounds>.slide-background");let a;this.viewportElement.classList.add("loading-scroll-mode","reveal-scroll");const n=window.getComputedStyle(this.viewportElement);n&&n.background&&(a=n.background);const r=[],o=i[0].parentNode;let l;const d=(e,t,i,n)=>{let o;if(l&&this.Reveal.shouldAutoAnimateBetween(l,e))o=document.createElement("div"),o.className="scroll-page-content scroll-auto-animate-page",o.style.display="none",l.closest(".scroll-page-content").parentNode.appendChild(o);else{const e=document.createElement("div");if(e.className="scroll-page",r.push(e),n&&s.length>t){const i=s[t],n=window.getComputedStyle(i);n&&n.background?e.style.background=n.background:a&&(e.style.background=a)}else a&&(e.style.background=a);const i=document.createElement("div");i.className="scroll-page-sticky",e.appendChild(i),o=document.createElement("div"),o.className="scroll-page-content",i.appendChild(o)}o.appendChild(e),e.classList.remove("past","future"),e.setAttribute("data-index-h",t),e.setAttribute("data-index-v",i),e.slideBackgroundElement&&(e.slideBackgroundElement.remove("past","future"),o.insertBefore(e.slideBackgroundElement,e)),l=e};i.forEach(((e,t)=>{this.Reveal.isVerticalStack(e)?e.querySelectorAll("section").forEach(((e,i)=>{d(e,t,i,!0)})):d(e,t,0)}),this),this.createProgressBar(),t(this.Reveal.getRevealElement(),".stack").forEach((e=>e.remove())),r.forEach((e=>o.appendChild(e))),this.Reveal.slideContent.layout(this.Reveal.getSlidesElement()),this.Reveal.layout(),this.Reveal.setState(e),this.activatedCallbacks.forEach((e=>e())),this.activatedCallbacks=[],this.restoreScrollPosition(),this.viewportElement.classList.remove("loading-scroll-mode"),this.viewportElement.addEventListener("scroll",this.onScroll,{passive:!0})}deactivate(){if(!this.active)return;const e=this.Reveal.getState();this.active=!1,this.viewportElement.removeEventListener("scroll",this.onScroll),this.viewportElement.classList.remove("reveal-scroll"),this.removeProgressBar(),this.Reveal.getSlidesElement().innerHTML=this.slideHTMLBeforeActivation,this.Reveal.sync(),this.Reveal.setState(e),this.slideHTMLBeforeActivation=null}toggle(e){"boolean"==typeof e?e?this.activate():this.deactivate():this.isActive()?this.deactivate():this.activate()}isActive(){return this.active}createProgressBar(){this.progressBar=document.createElement("div"),this.progressBar.className="scrollbar",this.progressBarInner=document.createElement("div"),this.progressBarInner.className="scrollbar-inner",this.progressBar.appendChild(this.progressBarInner),this.progressBarPlayhead=document.createElement("div"),this.progressBarPlayhead.className="scrollbar-playhead",this.progressBarInner.appendChild(this.progressBarPlayhead),this.viewportElement.insertBefore(this.progressBar,this.viewportElement.firstChild);const e=e=>{let t=(e.clientY-this.progressBarInner.getBoundingClientRect().top)/this.progressBarHeight;t=Math.max(Math.min(t,1),0),this.viewportElement.scrollTop=t*(this.viewportElement.scrollHeight-this.viewportElement.offsetHeight)},t=i=>{this.draggingProgressBar=!1,this.showProgressBar(),document.removeEventListener("mousemove",e),document.removeEventListener("mouseup",t)};this.progressBarInner.addEventListener("mousedown",(i=>{i.preventDefault(),this.draggingProgressBar=!0,document.addEventListener("mousemove",e),document.addEventListener("mouseup",t),e(i)}))}removeProgressBar(){this.progressBar&&(this.progressBar.remove(),this.progressBar=null)}layout(){this.isActive()&&(this.syncPages(),this.syncScrollPosition())}syncPages(){const e=this.Reveal.getConfig(),t=this.Reveal.getComputedSlideSize(window.innerWidth,window.innerHeight),i=this.Reveal.getScale(),s="compact"===e.scrollLayout,a=this.viewportElement.offsetHeight,n=t.height*i,r=s?n:a;this.scrollTriggerHeight=s?n:a,this.viewportElement.style.setProperty("--page-height",r+"px"),this.viewportElement.style.scrollSnapType="string"==typeof e.scrollSnap?`y ${e.scrollSnap}`:"",this.slideTriggers=[];const o=Array.from(this.Reveal.getRevealElement().querySelectorAll(".scroll-page"));this.pages=o.map((i=>{const n=this.createPage({pageElement:i,slideElement:i.querySelector("section"),stickyElement:i.querySelector(".scroll-page-sticky"),contentElement:i.querySelector(".scroll-page-content"),backgroundElement:i.querySelector(".slide-background"),autoAnimateElements:i.querySelectorAll(".scroll-auto-animate-page"),autoAnimatePages:[]});n.pageElement.style.setProperty("--slide-height",!0===e.center?"auto":t.height+"px"),this.slideTriggers.push({page:n,activate:()=>this.activatePage(n),deactivate:()=>this.deactivatePage(n)}),this.createFragmentTriggersForPage(n),n.autoAnimateElements.length>0&&this.createAutoAnimateTriggersForPage(n);let o=Math.max(n.scrollTriggers.length-1,0);o+=n.autoAnimatePages.reduce(((e,t)=>e+Math.max(t.scrollTriggers.length-1,0)),n.autoAnimatePages.length),n.pageElement.querySelectorAll(".scroll-snap-point").forEach((e=>e.remove()));for(let e=0;e<o+1;e++){const t=document.createElement("div");t.className="scroll-snap-point",t.style.height=this.scrollTriggerHeight+"px",t.style.scrollSnapAlign=s?"center":"start",n.pageElement.appendChild(t),0===e&&(t.style.marginTop=-this.scrollTriggerHeight+"px")}return s&&n.scrollTriggers.length>0?(n.pageHeight=a,n.pageElement.style.setProperty("--page-height",a+"px")):(n.pageHeight=r,n.pageElement.style.removeProperty("--page-height")),n.scrollPadding=this.scrollTriggerHeight*o,n.totalHeight=n.pageHeight+n.scrollPadding,n.pageElement.style.setProperty("--page-scroll-padding",n.scrollPadding+"px"),o>0?(n.stickyElement.style.position="sticky",n.stickyElement.style.top=Math.max((a-n.pageHeight)/2,0)+"px"):(n.stickyElement.style.position="relative",n.pageElement.style.scrollSnapAlign=n.pageHeight<a?"center":"start"),n})),this.setTriggerRanges(),this.viewportElement.setAttribute("data-scrollbar",e.scrollProgress),e.scrollProgress&&this.totalScrollTriggerCount>1?(this.progressBar||this.createProgressBar(),this.syncProgressBar()):this.removeProgressBar()}setTriggerRanges(){this.totalScrollTriggerCount=this.slideTriggers.reduce(((e,t)=>e+Math.max(t.page.scrollTriggers.length,1)),0);let e=0;this.slideTriggers.forEach(((t,i)=>{t.range=[e,e+Math.max(t.page.scrollTriggers.length,1)/this.totalScrollTriggerCount];const s=(t.range[1]-t.range[0])/t.page.scrollTriggers.length;t.page.scrollTriggers.forEach(((t,i)=>{t.range=[e+i*s,e+(i+1)*s]})),e=t.range[1]}))}createFragmentTriggersForPage(e,t){t=t||e.slideElement;const i=this.Reveal.fragments.sort(t.querySelectorAll(".fragment"),!0);return i.length&&(e.fragments=this.Reveal.fragments.sort(t.querySelectorAll(".fragment:not(.disabled)")),e.scrollTriggers.push({activate:()=>{this.Reveal.fragments.update(-1,e.fragments,t)}}),i.forEach(((i,s)=>{e.scrollTriggers.push({activate:()=>{this.Reveal.fragments.update(s,e.fragments,t)}})}))),e.scrollTriggers.length}createAutoAnimateTriggersForPage(e){e.autoAnimateElements.length>0&&this.slideTriggers.push(...Array.from(e.autoAnimateElements).map(((t,i)=>{let s=this.createPage({slideElement:t.querySelector("section"),contentElement:t,backgroundElement:t.querySelector(".slide-background")});return this.createFragmentTriggersForPage(s,s.slideElement),e.autoAnimatePages.push(s),{page:s,activate:()=>this.activatePage(s),deactivate:()=>this.deactivatePage(s)}})))}createPage(e){return e.scrollTriggers=[],e.indexh=parseInt(e.slideElement.getAttribute("data-index-h"),10),e.indexv=parseInt(e.slideElement.getAttribute("data-index-v"),10),e}syncProgressBar(){this.progressBarInner.querySelectorAll(".scrollbar-slide").forEach((e=>e.remove()));const e=this.viewportElement.scrollHeight,t=this.viewportElement.offsetHeight,i=t/e;this.progressBarHeight=this.progressBarInner.offsetHeight,this.playheadHeight=Math.max(i*this.progressBarHeight,8),this.progressBarScrollableHeight=this.progressBarHeight-this.playheadHeight;const s=t/e*this.progressBarHeight,a=Math.min(s/8,4);this.progressBarPlayhead.style.height=this.playheadHeight-a+"px",s>6?this.slideTriggers.forEach((e=>{const{page:t}=e;t.progressBarSlide=document.createElement("div"),t.progressBarSlide.className="scrollbar-slide",t.progressBarSlide.style.top=e.range[0]*this.progressBarHeight+"px",t.progressBarSlide.style.height=(e.range[1]-e.range[0])*this.progressBarHeight-a+"px",t.progressBarSlide.classList.toggle("has-triggers",t.scrollTriggers.length>0),this.progressBarInner.appendChild(t.progressBarSlide),t.scrollTriggerElements=t.scrollTriggers.map(((i,s)=>{const n=document.createElement("div");return n.className="scrollbar-trigger",n.style.top=(i.range[0]-e.range[0])*this.progressBarHeight+"px",n.style.height=(i.range[1]-i.range[0])*this.progressBarHeight-a+"px",t.progressBarSlide.appendChild(n),0===s&&(n.style.display="none"),n}))})):this.pages.forEach((e=>e.progressBarSlide=null))}syncScrollPosition(){const e=this.viewportElement.offsetHeight,t=e/this.viewportElement.scrollHeight,i=this.viewportElement.scrollTop,s=this.viewportElement.scrollHeight-e,a=Math.max(Math.min(i/s,1),0),n=Math.max(Math.min((i+e/2)/this.viewportElement.scrollHeight,1),0);let r;this.slideTriggers.forEach((e=>{const{page:i}=e;a>=e.range[0]-2*t&&a<=e.range[1]+2*t&&!i.loaded?(i.loaded=!0,this.Reveal.slideContent.load(i.slideElement)):i.loaded&&(i.loaded=!1,this.Reveal.slideContent.unload(i.slideElement)),a>=e.range[0]&&a<=e.range[1]?(this.activateTrigger(e),r=e.page):e.active&&this.deactivateTrigger(e)})),r&&r.scrollTriggers.forEach((e=>{n>=e.range[0]&&n<=e.range[1]?this.activateTrigger(e):e.active&&this.deactivateTrigger(e)})),this.setProgressBarValue(i/(this.viewportElement.scrollHeight-e))}setProgressBarValue(e){this.progressBar&&(this.progressBarPlayhead.style.transform=`translateY(${e*this.progressBarScrollableHeight}px)`,this.getAllPages().filter((e=>e.progressBarSlide)).forEach((e=>{e.progressBarSlide.classList.toggle("active",!0===e.active),e.scrollTriggers.forEach(((t,i)=>{e.scrollTriggerElements[i].classList.toggle("active",!0===e.active&&!0===t.active)}))})),this.showProgressBar())}showProgressBar(){this.progressBar.classList.add("visible"),clearTimeout(this.hideProgressBarTimeout),"auto"!==this.Reveal.getConfig().scrollProgress||this.draggingProgressBar||(this.hideProgressBarTimeout=setTimeout((()=>{this.progressBar&&this.progressBar.classList.remove("visible")}),500))}prev(){this.viewportElement.scrollTop-=this.scrollTriggerHeight}next(){this.viewportElement.scrollTop+=this.scrollTriggerHeight}scrollToSlide(e){if(this.active){const t=this.getScrollTriggerBySlide(e);t&&(this.viewportElement.scrollTop=t.range[0]*(this.viewportElement.scrollHeight-this.viewportElement.offsetHeight))}else this.activatedCallbacks.push((()=>this.scrollToSlide(e)))}storeScrollPosition(){clearTimeout(this.storeScrollPositionTimeout),this.storeScrollPositionTimeout=setTimeout((()=>{sessionStorage.setItem("reveal-scroll-top",this.viewportElement.scrollTop),sessionStorage.setItem("reveal-scroll-origin",location.origin+location.pathname),this.storeScrollPositionTimeout=null}),50)}restoreScrollPosition(){const 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i=this.getAllPages().find((i=>i.indexh===e&&i.indexv===t));return i?i.slideElement:null}getScrollTriggerBySlide(e){return this.slideTriggers.find((t=>t.page.slideElement===e))}getAllPages(){return this.pages.flatMap((e=>[e,...e.autoAnimatePages||[]]))}onScroll(){this.syncScrollPosition(),this.storeScrollPosition()}get viewportElement(){return this.Reveal.getViewportElement()}}class x{constructor(e){this.Reveal=e}async activate(){const e=this.Reveal.getConfig(),i=t(this.Reveal.getRevealElement(),m),s=e.slideNumber&&/all|print/i.test(e.showSlideNumber),a=this.Reveal.getComputedSlideSize(window.innerWidth,window.innerHeight),n=Math.floor(a.width*(1+e.margin)),r=Math.floor(a.height*(1+e.margin)),o=a.width,d=a.height;await new Promise(requestAnimationFrame),l("@page{size:"+n+"px "+r+"px; margin: 0px;}"),l(".reveal section>img, .reveal section>video, .reveal section>iframe{max-width: "+o+"px; 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f=document.createElement("div");if(g.push(f),f.className="pdf-page",f.style.height=(r+e.pdfPageHeightOffset)*m+"px",h&&(f.style.background=h),f.appendChild(i),i.style.left=l+"px",i.style.top=c+"px",i.style.width=o+"px",this.Reveal.slideContent.layout(i),i.slideBackgroundElement&&f.insertBefore(i.slideBackgroundElement,i),e.showNotes){const t=this.Reveal.getSlideNotes(i);if(t){const i=8,s="string"==typeof e.showNotes?e.showNotes:"inline",a=document.createElement("div");a.classList.add("speaker-notes"),a.classList.add("speaker-notes-pdf"),a.setAttribute("data-layout",s),a.innerHTML=t,"separate-page"===s?g.push(a):(a.style.left=i+"px",a.style.bottom=i+"px",a.style.width=n-2*i+"px",f.appendChild(a))}}if(s){const e=document.createElement("div");e.classList.add("slide-number"),e.classList.add("slide-number-pdf"),e.innerHTML=v++,f.appendChild(e)}if(e.pdfSeparateFragments){const e=this.Reveal.fragments.sort(f.querySelectorAll(".fragment"),!0);let t;e.forEach((function(e,i){t&&t.forEach((function(e){e.classList.remove("current-fragment")})),e.forEach((function(e){e.classList.add("visible","current-fragment")}),this);const a=f.cloneNode(!0);if(s){const e=i+1;a.querySelector(".slide-number-pdf").innerHTML+="."+e}g.push(a),t=e}),this),e.forEach((function(e){e.forEach((function(e){e.classList.remove("visible","current-fragment")}))}))}else t(f,".fragment:not(.fade-out)").forEach((function(e){e.classList.add("visible")}))}}),this),await new Promise(requestAnimationFrame),g.forEach((e=>p.appendChild(e))),this.Reveal.slideContent.layout(this.Reveal.getSlidesElement()),this.Reveal.dispatchEvent({type:"pdf-ready"}),c.classList.remove("loading-scroll-mode")}isActive(){return"print"===this.Reveal.getConfig().view}}class 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this.sort(e.querySelectorAll(".fragment"))}goto(e,t=0){let i=this.Reveal.getCurrentSlide();if(i&&this.Reveal.getConfig().fragments){let s=this.sort(i.querySelectorAll(".fragment:not(.disabled)"));if(s.length){if("number"!=typeof e){let t=this.sort(i.querySelectorAll(".fragment:not(.disabled).visible")).pop();e=t?parseInt(t.getAttribute("data-fragment-index")||0,10):-1}e+=t;let a=this.update(e,s);return this.Reveal.controls.update(),this.Reveal.progress.update(),this.Reveal.getConfig().fragmentInURL&&this.Reveal.location.writeURL(),!(!a.shown.length&&!a.hidden.length)}}return!1}next(){return this.goto(null,1)}prev(){return this.goto(null,-1)}}class T{constructor(e){this.Reveal=e,this.active=!1,this.onSlideClicked=this.onSlideClicked.bind(this)}activate(){if(this.Reveal.getConfig().overview&&!this.Reveal.isScrollView()&&!this.isActive()){this.active=!0,this.Reveal.getRevealElement().classList.add("overview"),this.Reveal.cancelAutoSlide(),this.Reveal.getSlidesElement().appendChild(this.Reveal.getBackgroundsElement()),t(this.Reveal.getRevealElement(),m).forEach((e=>{e.classList.contains("stack")||e.addEventListener("click",this.onSlideClicked,!0)}));const e=70,i=this.Reveal.getComputedSlideSize();this.overviewSlideWidth=i.width+e,this.overviewSlideHeight=i.height+e,this.Reveal.getConfig().rtl&&(this.overviewSlideWidth=-this.overviewSlideWidth),this.Reveal.updateSlidesVisibility(),this.layout(),this.update(),this.Reveal.layout();const 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M{MAX_REPLACE_STATE_FREQUENCY=1e3;constructor(e){this.Reveal=e,this.writeURLTimeout=0,this.replaceStateTimestamp=0,this.onWindowHashChange=this.onWindowHashChange.bind(this)}bind(){window.addEventListener("hashchange",this.onWindowHashChange,!1)}unbind(){window.removeEventListener("hashchange",this.onWindowHashChange,!1)}getIndicesFromHash(e=window.location.hash,t={}){let i=e.replace(/^#\/?/,""),s=i.split("/");if(/^[0-9]*$/.test(s[0])||!i.length){const e=this.Reveal.getConfig();let i,a=e.hashOneBasedIndex||t.oneBasedIndex?1:0,n=parseInt(s[0],10)-a||0,r=parseInt(s[1],10)-a||0;return e.fragmentInURL&&(i=parseInt(s[2],10),isNaN(i)&&(i=void 0)),{h:n,v:r,f:i}}{let e,t;/\/[-\d]+$/g.test(i)&&(t=parseInt(i.split("/").pop(),10),t=isNaN(t)?void 0:t,i=i.split("/").shift());try{e=document.getElementById(decodeURIComponent(i)).closest(".slides section")}catch(e){}if(e)return{...this.Reveal.getIndices(e),f:t}}return null}readURL(){const 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a=this.Reveal.getIndices(e);if(this.Reveal.getConfig().fragmentInURL||(a.f=void 0),"string"==typeof s&&s.length)t="/"+s,a.f>=0&&(t+="/"+a.f);else{let e=this.Reveal.getConfig().hashOneBasedIndex?1:0;(a.h>0||a.v>0||a.f>=0)&&(t+=a.h+e),(a.v>0||a.f>=0)&&(t+="/"+(a.v+e)),a.f>=0&&(t+="/"+a.f)}return t}onWindowHashChange(e){this.readURL()}}class I{constructor(e){this.Reveal=e,this.onNavigateLeftClicked=this.onNavigateLeftClicked.bind(this),this.onNavigateRightClicked=this.onNavigateRightClicked.bind(this),this.onNavigateUpClicked=this.onNavigateUpClicked.bind(this),this.onNavigateDownClicked=this.onNavigateDownClicked.bind(this),this.onNavigatePrevClicked=this.onNavigatePrevClicked.bind(this),this.onNavigateNextClicked=this.onNavigateNextClicked.bind(this),this.onEnterFullscreen=this.onEnterFullscreen.bind(this)}render(){const 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diff --git a/src/.quarto/_freeze/site_libs/revealjs/dist/reveal.js.map b/src/.quarto/_freeze/site_libs/revealjs/dist/reveal.js.map
new file mode 100644
index 0000000000000000000000000000000000000000..c07d15e0b2e00e5a99557ec294d772bbbdd38e9a
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/dist/reveal.js.map
@@ -0,0 +1 @@
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i < nodes.length; i++ ) {\n\t\tlet testNode = nodes[i];\n\t\tif( testNode.parentNode === container ) {\n\t\t\treturn testNode;\n\t\t}\n\t}\n\n\t// If no node was found, create it now\n\tlet node = document.createElement( tagname );\n\tnode.className = classname;\n\tnode.innerHTML = innerHTML;\n\tcontainer.appendChild( node );\n\n\treturn node;\n\n}\n\n/**\n * Injects the given CSS styles into the DOM.\n *\n * @param {string} value\n */\nexport const createStyleSheet = ( value ) => {\n\n\tlet tag = document.createElement( 'style' );\n\ttag.type = 'text/css';\n\n\tif( value && value.length > 0 ) {\n\t\tif( tag.styleSheet ) {\n\t\t\ttag.styleSheet.cssText = value;\n\t\t}\n\t\telse {\n\t\t\ttag.appendChild( document.createTextNode( value ) );\n\t\t}\n\t}\n\n\tdocument.head.appendChild( tag );\n\n\treturn tag;\n\n}\n\n/**\n * Returns a key:value hash of all query params.\n */\nexport const getQueryHash = () => {\n\n\tlet query = {};\n\n\tlocation.search.replace( /[A-Z0-9]+?=([\\w\\.%-]*)/gi, a => {\n\t\tquery[ a.split( '=' ).shift() ] = a.split( '=' ).pop();\n\t} );\n\n\t// Basic deserialization\n\tfor( let i in query ) {\n\t\tlet value = query[ i ];\n\n\t\tquery[ i ] = deserialize( unescape( value ) );\n\t}\n\n\t// Do not accept new dependencies via query config to avoid\n\t// the potential of malicious script injection\n\tif( typeof query['dependencies'] !== 'undefined' ) delete query['dependencies'];\n\n\treturn query;\n\n}\n\n/**\n * Returns the remaining height within the parent of the\n * target element.\n *\n * remaining height = [ configured parent height ] - [ current parent height ]\n *\n * @param {HTMLElement} element\n * @param {number} [height]\n */\nexport const getRemainingHeight = ( element, height = 0 ) => {\n\n\tif( element ) {\n\t\tlet newHeight, oldHeight = element.style.height;\n\n\t\t// Change the .stretch element height to 0 in order find the height of all\n\t\t// the other elements\n\t\telement.style.height = '0px';\n\n\t\t// In Overview mode, the parent (.slide) height is set of 700px.\n\t\t// Restore it temporarily to its natural height.\n\t\telement.parentNode.style.height = 'auto';\n\n\t\tnewHeight = height - element.parentNode.offsetHeight;\n\n\t\t// Restore the old height, just in case\n\t\telement.style.height = oldHeight + 'px';\n\n\t\t// Clear the parent (.slide) height. .removeProperty works in IE9+\n\t\telement.parentNode.style.removeProperty('height');\n\n\t\treturn newHeight;\n\t}\n\n\treturn height;\n\n}\n\nconst fileExtensionToMimeMap = {\n\t'mp4': 'video/mp4',\n\t'm4a': 'video/mp4',\n\t'ogv': 'video/ogg',\n\t'mpeg': 'video/mpeg',\n\t'webm': 'video/webm'\n}\n\n/**\n * Guess the MIME type for common file formats.\n */\nexport const getMimeTypeFromFile = ( filename='' ) => {\n\treturn fileExtensionToMimeMap[filename.split('.').pop()]\n}\n\n/**\n * Encodes a string for RFC3986-compliant URL format.\n * https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/encodeURI#encoding_for_rfc3986\n *\n * @param {string} url\n */\nexport const encodeRFC3986URI = ( url='' ) => {\n\treturn encodeURI(url)\n\t  .replace(/%5B/g, \"[\")\n\t  .replace(/%5D/g, \"]\")\n\t  .replace(\n\t\t/[!'()*]/g,\n\t\t(c) => `%${c.charCodeAt(0).toString(16).toUpperCase()}`\n\t  );\n}","const UA = navigator.userAgent;\n\nexport const isMobile = /(iphone|ipod|ipad|android)/gi.test( UA ) ||\n\t\t\t\t\t\t( navigator.platform === 'MacIntel' && navigator.maxTouchPoints > 1 ); // iPadOS\n\nexport const isChrome = /chrome/i.test( UA ) && !/edge/i.test( UA );\n\nexport const isAndroid = /android/gi.test( UA );","/**\n * fitty v2.3.7 - Snugly resizes text to fit its parent container\n * Copyright (c) 2023 Rik Schennink <rik@pqina.nl> (https://pqina.nl/)\n */\n\nvar e=function(e){if(e){var t=function(e){return[].slice.call(e)},n=0,i=1,r=2,o=3,a=[],l=null,u=\"requestAnimationFrame\"in e?function(){e.cancelAnimationFrame(l),l=e.requestAnimationFrame((function(){return s(a.filter((function(e){return e.dirty&&e.active})))}))}:function(){},c=function(e){return function(){a.forEach((function(t){return t.dirty=e})),u()}},s=function(e){e.filter((function(e){return!e.styleComputed})).forEach((function(e){e.styleComputed=m(e)})),e.filter(y).forEach(v);var t=e.filter(p);t.forEach(d),t.forEach((function(e){v(e),f(e)})),t.forEach(S)},f=function(e){return e.dirty=n},d=function(e){e.availableWidth=e.element.parentNode.clientWidth,e.currentWidth=e.element.scrollWidth,e.previousFontSize=e.currentFontSize,e.currentFontSize=Math.min(Math.max(e.minSize,e.availableWidth/e.currentWidth*e.previousFontSize),e.maxSize),e.whiteSpace=e.multiLine&&e.currentFontSize===e.minSize?\"normal\":\"nowrap\"},p=function(e){return e.dirty!==r||e.dirty===r&&e.element.parentNode.clientWidth!==e.availableWidth},m=function(t){var n=e.getComputedStyle(t.element,null);return t.currentFontSize=parseFloat(n.getPropertyValue(\"font-size\")),t.display=n.getPropertyValue(\"display\"),t.whiteSpace=n.getPropertyValue(\"white-space\"),!0},y=function(e){var t=!1;return!e.preStyleTestCompleted&&(/inline-/.test(e.display)||(t=!0,e.display=\"inline-block\"),\"nowrap\"!==e.whiteSpace&&(t=!0,e.whiteSpace=\"nowrap\"),e.preStyleTestCompleted=!0,t)},v=function(e){e.element.style.whiteSpace=e.whiteSpace,e.element.style.display=e.display,e.element.style.fontSize=e.currentFontSize+\"px\"},S=function(e){e.element.dispatchEvent(new CustomEvent(\"fit\",{detail:{oldValue:e.previousFontSize,newValue:e.currentFontSize,scaleFactor:e.currentFontSize/e.previousFontSize}}))},h=function(e,t){return function(){e.dirty=t,e.active&&u()}},w=function(e){return function(){a=a.filter((function(t){return t.element!==e.element})),e.observeMutations&&e.observer.disconnect(),e.element.style.whiteSpace=e.originalStyle.whiteSpace,e.element.style.display=e.originalStyle.display,e.element.style.fontSize=e.originalStyle.fontSize}},b=function(e){return function(){e.active||(e.active=!0,u())}},z=function(e){return function(){return e.active=!1}},F=function(e){e.observeMutations&&(e.observer=new MutationObserver(h(e,i)),e.observer.observe(e.element,e.observeMutations))},g={minSize:16,maxSize:512,multiLine:!0,observeMutations:\"MutationObserver\"in e&&{subtree:!0,childList:!0,characterData:!0}},W=null,E=function(){e.clearTimeout(W),W=e.setTimeout(c(r),x.observeWindowDelay)},M=[\"resize\",\"orientationchange\"];return Object.defineProperty(x,\"observeWindow\",{set:function(t){var n=\"\".concat(t?\"add\":\"remove\",\"EventListener\");M.forEach((function(t){e[n](t,E)}))}}),x.observeWindow=!0,x.observeWindowDelay=100,x.fitAll=c(o),x}function C(e,t){var n=Object.assign({},g,t),i=e.map((function(e){var t=Object.assign({},n,{element:e,active:!0});return function(e){e.originalStyle={whiteSpace:e.element.style.whiteSpace,display:e.element.style.display,fontSize:e.element.style.fontSize},F(e),e.newbie=!0,e.dirty=!0,a.push(e)}(t),{element:e,fit:h(t,o),unfreeze:b(t),freeze:z(t),unsubscribe:w(t)}}));return u(),i}function x(e){var n=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};return\"string\"==typeof e?C(t(document.querySelectorAll(e)),n):C([e],n)[0]}}(\"undefined\"==typeof window?null:window);export default e;\n","import { extend, queryAll, closest, getMimeTypeFromFile, encodeRFC3986URI } from '../utils/util.js'\nimport { isMobile } from '../utils/device.js'\n\nimport fitty from 'fitty';\n\n/**\n * Handles loading, unloading and playback of slide\n * content such as images, videos and iframes.\n */\nexport default class SlideContent {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.startEmbeddedIframe = this.startEmbeddedIframe.bind( this );\n\n\t}\n\n\t/**\n\t * Should the given element be preloaded?\n\t * Decides based on local element attributes and global config.\n\t *\n\t * @param {HTMLElement} element\n\t */\n\tshouldPreload( element ) {\n\n\t\tif( this.Reveal.isScrollView() ) {\n\t\t\treturn true;\n\t\t}\n\n\t\t// Prefer an explicit global preload setting\n\t\tlet preload = this.Reveal.getConfig().preloadIframes;\n\n\t\t// If no global setting is available, fall back on the element's\n\t\t// own preload setting\n\t\tif( typeof preload !== 'boolean' ) {\n\t\t\tpreload = element.hasAttribute( 'data-preload' );\n\t\t}\n\n\t\treturn preload;\n\t}\n\n\t/**\n\t * Called when the given slide is within the configured view\n\t * distance. Shows the slide element and loads any content\n\t * that is set to load lazily (data-src).\n\t *\n\t * @param {HTMLElement} slide Slide to show\n\t */\n\tload( slide, options = {} ) {\n\n\t\t// Show the slide element\n\t\tslide.style.display = this.Reveal.getConfig().display;\n\n\t\t// Media elements with data-src attributes\n\t\tqueryAll( slide, 'img[data-src], video[data-src], audio[data-src], iframe[data-src]' ).forEach( element => {\n\t\t\tif( element.tagName !== 'IFRAME' || this.shouldPreload( element ) ) {\n\t\t\t\telement.setAttribute( 'src', element.getAttribute( 'data-src' ) );\n\t\t\t\telement.setAttribute( 'data-lazy-loaded', '' );\n\t\t\t\telement.removeAttribute( 'data-src' );\n\t\t\t}\n\t\t} );\n\n\t\t// Media elements with <source> children\n\t\tqueryAll( slide, 'video, audio' ).forEach( media => {\n\t\t\tlet sources = 0;\n\n\t\t\tqueryAll( media, 'source[data-src]' ).forEach( source => {\n\t\t\t\tsource.setAttribute( 'src', source.getAttribute( 'data-src' ) );\n\t\t\t\tsource.removeAttribute( 'data-src' );\n\t\t\t\tsource.setAttribute( 'data-lazy-loaded', '' );\n\t\t\t\tsources += 1;\n\t\t\t} );\n\n\t\t\t// Enable inline video playback in mobile Safari\n\t\t\tif( isMobile && media.tagName === 'VIDEO' ) {\n\t\t\t\tmedia.setAttribute( 'playsinline', '' );\n\t\t\t}\n\n\t\t\t// If we rewrote sources for this video/audio element, we need\n\t\t\t// to manually tell it to load from its new origin\n\t\t\tif( sources > 0 ) {\n\t\t\t\tmedia.load();\n\t\t\t}\n\t\t} );\n\n\n\t\t// Show the corresponding background element\n\t\tlet background = slide.slideBackgroundElement;\n\t\tif( background ) {\n\t\t\tbackground.style.display = 'block';\n\n\t\t\tlet backgroundContent = slide.slideBackgroundContentElement;\n\t\t\tlet backgroundIframe = slide.getAttribute( 'data-background-iframe' );\n\n\t\t\t// If the background contains media, load it\n\t\t\tif( background.hasAttribute( 'data-loaded' ) === false ) {\n\t\t\t\tbackground.setAttribute( 'data-loaded', 'true' );\n\n\t\t\t\tlet backgroundImage = slide.getAttribute( 'data-background-image' ),\n\t\t\t\t\tbackgroundVideo = slide.getAttribute( 'data-background-video' ),\n\t\t\t\t\tbackgroundVideoLoop = slide.hasAttribute( 'data-background-video-loop' ),\n\t\t\t\t\tbackgroundVideoMuted = slide.hasAttribute( 'data-background-video-muted' );\n\n\t\t\t\t// Images\n\t\t\t\tif( backgroundImage ) {\n\t\t\t\t\t// base64\n\t\t\t\t\tif(  /^data:/.test( backgroundImage.trim() ) ) {\n\t\t\t\t\t\tbackgroundContent.style.backgroundImage = `url(${backgroundImage.trim()})`;\n\t\t\t\t\t}\n\t\t\t\t\t// URL(s)\n\t\t\t\t\telse {\n\t\t\t\t\t\tbackgroundContent.style.backgroundImage = backgroundImage.split( ',' ).map( background => {\n\t\t\t\t\t\t\t// Decode URL(s) that are already encoded first\n\t\t\t\t\t\t\tlet decoded = decodeURI(background.trim());\n\t\t\t\t\t\t\treturn `url(${encodeRFC3986URI(decoded)})`;\n\t\t\t\t\t\t}).join( ',' );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\t// Videos\n\t\t\t\telse if ( backgroundVideo && !this.Reveal.isSpeakerNotes() ) {\n\t\t\t\t\tlet video = document.createElement( 'video' );\n\n\t\t\t\t\tif( backgroundVideoLoop ) {\n\t\t\t\t\t\tvideo.setAttribute( 'loop', '' );\n\t\t\t\t\t}\n\n\t\t\t\t\tif( backgroundVideoMuted ) {\n\t\t\t\t\t\tvideo.muted = true;\n\t\t\t\t\t}\n\n\t\t\t\t\t// Enable inline playback in mobile Safari\n\t\t\t\t\t//\n\t\t\t\t\t// Mute is required for video to play when using\n\t\t\t\t\t// swipe gestures to navigate since they don't\n\t\t\t\t\t// count as direct user actions :'(\n\t\t\t\t\tif( isMobile ) {\n\t\t\t\t\t\tvideo.muted = true;\n\t\t\t\t\t\tvideo.setAttribute( 'playsinline', '' );\n\t\t\t\t\t}\n\n\t\t\t\t\t// Support comma separated lists of video sources\n\t\t\t\t\tbackgroundVideo.split( ',' ).forEach( source => {\n\t\t\t\t\t\tconst sourceElement = document.createElement( 'source' );\n\t\t\t\t\t\tsourceElement.setAttribute( 'src', source );\n\n\t\t\t\t\t\tlet type = getMimeTypeFromFile( source );\n\t\t\t\t\t\tif( type ) {\n\t\t\t\t\t\t\tsourceElement.setAttribute( 'type', type );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\tvideo.appendChild( sourceElement );\n\t\t\t\t\t} );\n\n\t\t\t\t\tbackgroundContent.appendChild( video );\n\t\t\t\t}\n\t\t\t\t// Iframes\n\t\t\t\telse if( backgroundIframe && options.excludeIframes !== true ) {\n\t\t\t\t\tlet iframe = document.createElement( 'iframe' );\n\t\t\t\t\tiframe.setAttribute( 'allowfullscreen', '' );\n\t\t\t\t\tiframe.setAttribute( 'mozallowfullscreen', '' );\n\t\t\t\t\tiframe.setAttribute( 'webkitallowfullscreen', '' );\n\t\t\t\t\tiframe.setAttribute( 'allow', 'autoplay' );\n\n\t\t\t\t\tiframe.setAttribute( 'data-src', backgroundIframe );\n\n\t\t\t\t\tiframe.style.width  = '100%';\n\t\t\t\t\tiframe.style.height = '100%';\n\t\t\t\t\tiframe.style.maxHeight = '100%';\n\t\t\t\t\tiframe.style.maxWidth = '100%';\n\n\t\t\t\t\tbackgroundContent.appendChild( iframe );\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// Start loading preloadable iframes\n\t\t\tlet backgroundIframeElement = backgroundContent.querySelector( 'iframe[data-src]' );\n\t\t\tif( backgroundIframeElement ) {\n\n\t\t\t\t// Check if this iframe is eligible to be preloaded\n\t\t\t\tif( this.shouldPreload( background ) && !/autoplay=(1|true|yes)/gi.test( backgroundIframe ) ) {\n\t\t\t\t\tif( backgroundIframeElement.getAttribute( 'src' ) !== backgroundIframe ) {\n\t\t\t\t\t\tbackgroundIframeElement.setAttribute( 'src', backgroundIframe );\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}\n\n\t\tthis.layout( slide );\n\n\t}\n\n\t/**\n\t * Applies JS-dependent layout helpers for the scope.\n\t */\n\tlayout( scopeElement ) {\n\n\t\t// Autosize text with the r-fit-text class based on the\n\t\t// size of its container. This needs to happen after the\n\t\t// slide is visible in order to measure the text.\n\t\tArray.from( scopeElement.querySelectorAll( '.r-fit-text' ) ).forEach( element => {\n\t\t\tfitty( element, {\n\t\t\t\tminSize: 24,\n\t\t\t\tmaxSize: this.Reveal.getConfig().height * 0.8,\n\t\t\t\tobserveMutations: false,\n\t\t\t\tobserveWindow: false\n\t\t\t} );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Unloads and hides the given slide. This is called when the\n\t * slide is moved outside of the configured view distance.\n\t *\n\t * @param {HTMLElement} slide\n\t */\n\tunload( slide ) {\n\n\t\t// Hide the slide element\n\t\tslide.style.display = 'none';\n\n\t\t// Hide the corresponding background element\n\t\tlet background = this.Reveal.getSlideBackground( slide );\n\t\tif( background ) {\n\t\t\tbackground.style.display = 'none';\n\n\t\t\t// Unload any background iframes\n\t\t\tqueryAll( background, 'iframe[src]' ).forEach( element => {\n\t\t\t\telement.removeAttribute( 'src' );\n\t\t\t} );\n\t\t}\n\n\t\t// Reset lazy-loaded media elements with src attributes\n\t\tqueryAll( slide, 'video[data-lazy-loaded][src], audio[data-lazy-loaded][src], iframe[data-lazy-loaded][src]' ).forEach( element => {\n\t\t\telement.setAttribute( 'data-src', element.getAttribute( 'src' ) );\n\t\t\telement.removeAttribute( 'src' );\n\t\t} );\n\n\t\t// Reset lazy-loaded media elements with <source> children\n\t\tqueryAll( slide, 'video[data-lazy-loaded] source[src], audio source[src]' ).forEach( source => {\n\t\t\tsource.setAttribute( 'data-src', source.getAttribute( 'src' ) );\n\t\t\tsource.removeAttribute( 'src' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Enforces origin-specific format rules for embedded media.\n\t */\n\tformatEmbeddedContent() {\n\n\t\tlet _appendParamToIframeSource = ( sourceAttribute, sourceURL, param ) => {\n\t\t\tqueryAll( this.Reveal.getSlidesElement(), 'iframe['+ sourceAttribute +'*=\"'+ sourceURL +'\"]' ).forEach( el => {\n\t\t\t\tlet src = el.getAttribute( sourceAttribute );\n\t\t\t\tif( src && src.indexOf( param ) === -1 ) {\n\t\t\t\t\tel.setAttribute( sourceAttribute, src + ( !/\\?/.test( src ) ? '?' : '&' ) + param );\n\t\t\t\t}\n\t\t\t});\n\t\t};\n\n\t\t// YouTube frames must include \"?enablejsapi=1\"\n\t\t_appendParamToIframeSource( 'src', 'youtube.com/embed/', 'enablejsapi=1' );\n\t\t_appendParamToIframeSource( 'data-src', 'youtube.com/embed/', 'enablejsapi=1' );\n\n\t\t// Vimeo frames must include \"?api=1\"\n\t\t_appendParamToIframeSource( 'src', 'player.vimeo.com/', 'api=1' );\n\t\t_appendParamToIframeSource( 'data-src', 'player.vimeo.com/', 'api=1' );\n\n\t}\n\n\t/**\n\t * Start playback of any embedded content inside of\n\t * the given element.\n\t *\n\t * @param {HTMLElement} element\n\t */\n\tstartEmbeddedContent( element ) {\n\n\t\tif( element && !this.Reveal.isSpeakerNotes() ) {\n\n\t\t\t// Restart GIFs\n\t\t\tqueryAll( element, 'img[src$=\".gif\"]' ).forEach( el => {\n\t\t\t\t// Setting the same unchanged source like this was confirmed\n\t\t\t\t// to work in Chrome, FF & Safari\n\t\t\t\tel.setAttribute( 'src', el.getAttribute( 'src' ) );\n\t\t\t} );\n\n\t\t\t// HTML5 media elements\n\t\t\tqueryAll( element, 'video, audio' ).forEach( el => {\n\t\t\t\tif( closest( el, '.fragment' ) && !closest( el, '.fragment.visible' ) ) {\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\t// Prefer an explicit global autoplay setting\n\t\t\t\tlet autoplay = this.Reveal.getConfig().autoPlayMedia;\n\n\t\t\t\t// If no global setting is available, fall back on the element's\n\t\t\t\t// own autoplay setting\n\t\t\t\tif( typeof autoplay !== 'boolean' ) {\n\t\t\t\t\tautoplay = el.hasAttribute( 'data-autoplay' ) || !!closest( el, '.slide-background' );\n\t\t\t\t}\n\n\t\t\t\tif( autoplay && typeof el.play === 'function' ) {\n\n\t\t\t\t\t// If the media is ready, start playback\n\t\t\t\t\tif( el.readyState > 1 ) {\n\t\t\t\t\t\tthis.startEmbeddedMedia( { target: el } );\n\t\t\t\t\t}\n\t\t\t\t\t// Mobile devices never fire a loaded event so instead\n\t\t\t\t\t// of waiting, we initiate playback\n\t\t\t\t\telse if( isMobile ) {\n\t\t\t\t\t\tlet promise = el.play();\n\n\t\t\t\t\t\t// If autoplay does not work, ensure that the controls are visible so\n\t\t\t\t\t\t// that the viewer can start the media on their own\n\t\t\t\t\t\tif( promise && typeof promise.catch === 'function' && el.controls === false ) {\n\t\t\t\t\t\t\tpromise.catch( () => {\n\t\t\t\t\t\t\t\tel.controls = true;\n\n\t\t\t\t\t\t\t\t// Once the video does start playing, hide the controls again\n\t\t\t\t\t\t\t\tel.addEventListener( 'play', () => {\n\t\t\t\t\t\t\t\t\tel.controls = false;\n\t\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\t// If the media isn't loaded, wait before playing\n\t\t\t\t\telse {\n\t\t\t\t\t\tel.removeEventListener( 'loadeddata', this.startEmbeddedMedia ); // remove first to avoid dupes\n\t\t\t\t\t\tel.addEventListener( 'loadeddata', this.startEmbeddedMedia );\n\t\t\t\t\t}\n\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\t// Normal iframes\n\t\t\tqueryAll( element, 'iframe[src]' ).forEach( el => {\n\t\t\t\tif( closest( el, '.fragment' ) && !closest( el, '.fragment.visible' ) ) {\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\tthis.startEmbeddedIframe( { target: el } );\n\t\t\t} );\n\n\t\t\t// Lazy loading iframes\n\t\t\tqueryAll( element, 'iframe[data-src]' ).forEach( el => {\n\t\t\t\tif( closest( el, '.fragment' ) && !closest( el, '.fragment.visible' ) ) {\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\tif( el.getAttribute( 'src' ) !== el.getAttribute( 'data-src' ) ) {\n\t\t\t\t\tel.removeEventListener( 'load', this.startEmbeddedIframe ); // remove first to avoid dupes\n\t\t\t\t\tel.addEventListener( 'load', this.startEmbeddedIframe );\n\t\t\t\t\tel.setAttribute( 'src', el.getAttribute( 'data-src' ) );\n\t\t\t\t}\n\t\t\t} );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Starts playing an embedded video/audio element after\n\t * it has finished loading.\n\t *\n\t * @param {object} event\n\t */\n\tstartEmbeddedMedia( event ) {\n\n\t\tlet isAttachedToDOM = !!closest( event.target, 'html' ),\n\t\t\tisVisible  \t\t= !!closest( event.target, '.present' );\n\n\t\tif( isAttachedToDOM && isVisible ) {\n\t\t\t// Don't restart if media is already playing\n\t\t\tif( event.target.paused || event.target.ended ) {\n\t\t\t\tevent.target.currentTime = 0;\n\t\t\t\tevent.target.play();\n\t\t\t}\n\t\t}\n\n\t\tevent.target.removeEventListener( 'loadeddata', this.startEmbeddedMedia );\n\n\t}\n\n\t/**\n\t * \"Starts\" the content of an embedded iframe using the\n\t * postMessage API.\n\t *\n\t * @param {object} event\n\t */\n\tstartEmbeddedIframe( event ) {\n\n\t\tlet iframe = event.target;\n\n\t\tif( iframe && iframe.contentWindow ) {\n\n\t\t\tlet isAttachedToDOM = !!closest( event.target, 'html' ),\n\t\t\t\tisVisible  \t\t= !!closest( event.target, '.present' );\n\n\t\t\tif( isAttachedToDOM && isVisible ) {\n\n\t\t\t\t// Prefer an explicit global autoplay setting\n\t\t\t\tlet autoplay = this.Reveal.getConfig().autoPlayMedia;\n\n\t\t\t\t// If no global setting is available, fall back on the element's\n\t\t\t\t// own autoplay setting\n\t\t\t\tif( typeof autoplay !== 'boolean' ) {\n\t\t\t\t\tautoplay = iframe.hasAttribute( 'data-autoplay' ) || !!closest( iframe, '.slide-background' );\n\t\t\t\t}\n\n\t\t\t\t// YouTube postMessage API\n\t\t\t\tif( /youtube\\.com\\/embed\\//.test( iframe.getAttribute( 'src' ) ) && autoplay ) {\n\t\t\t\t\tiframe.contentWindow.postMessage( '{\"event\":\"command\",\"func\":\"playVideo\",\"args\":\"\"}', '*' );\n\t\t\t\t}\n\t\t\t\t// Vimeo postMessage API\n\t\t\t\telse if( /player\\.vimeo\\.com\\//.test( iframe.getAttribute( 'src' ) ) && autoplay ) {\n\t\t\t\t\tiframe.contentWindow.postMessage( '{\"method\":\"play\"}', '*' );\n\t\t\t\t}\n\t\t\t\t// Generic postMessage API\n\t\t\t\telse {\n\t\t\t\t\tiframe.contentWindow.postMessage( 'slide:start', '*' );\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Stop playback of any embedded content inside of\n\t * the targeted slide.\n\t *\n\t * @param {HTMLElement} element\n\t */\n\tstopEmbeddedContent( element, options = {} ) {\n\n\t\toptions = extend( {\n\t\t\t// Defaults\n\t\t\tunloadIframes: true\n\t\t}, options );\n\n\t\tif( element && element.parentNode ) {\n\t\t\t// HTML5 media elements\n\t\t\tqueryAll( element, 'video, audio' ).forEach( el => {\n\t\t\t\tif( !el.hasAttribute( 'data-ignore' ) && typeof el.pause === 'function' ) {\n\t\t\t\t\tel.setAttribute('data-paused-by-reveal', '');\n\t\t\t\t\tel.pause();\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\t// Generic postMessage API for non-lazy loaded iframes\n\t\t\tqueryAll( element, 'iframe' ).forEach( el => {\n\t\t\t\tif( el.contentWindow ) el.contentWindow.postMessage( 'slide:stop', '*' );\n\t\t\t\tel.removeEventListener( 'load', this.startEmbeddedIframe );\n\t\t\t});\n\n\t\t\t// YouTube postMessage API\n\t\t\tqueryAll( element, 'iframe[src*=\"youtube.com/embed/\"]' ).forEach( el => {\n\t\t\t\tif( !el.hasAttribute( 'data-ignore' ) && el.contentWindow && typeof el.contentWindow.postMessage === 'function' ) {\n\t\t\t\t\tel.contentWindow.postMessage( '{\"event\":\"command\",\"func\":\"pauseVideo\",\"args\":\"\"}', '*' );\n\t\t\t\t}\n\t\t\t});\n\n\t\t\t// Vimeo postMessage API\n\t\t\tqueryAll( element, 'iframe[src*=\"player.vimeo.com/\"]' ).forEach( el => {\n\t\t\t\tif( !el.hasAttribute( 'data-ignore' ) && el.contentWindow && typeof el.contentWindow.postMessage === 'function' ) {\n\t\t\t\t\tel.contentWindow.postMessage( '{\"method\":\"pause\"}', '*' );\n\t\t\t\t}\n\t\t\t});\n\n\t\t\tif( options.unloadIframes === true ) {\n\t\t\t\t// Unload lazy-loaded iframes\n\t\t\t\tqueryAll( element, 'iframe[data-src]' ).forEach( el => {\n\t\t\t\t\t// Only removing the src doesn't actually unload the frame\n\t\t\t\t\t// in all browsers (Firefox) so we set it to blank first\n\t\t\t\t\tel.setAttribute( 'src', 'about:blank' );\n\t\t\t\t\tel.removeAttribute( 'src' );\n\t\t\t\t} );\n\t\t\t}\n\t\t}\n\n\t}\n\n}\n","\nexport const SLIDES_SELECTOR = '.slides section';\nexport const HORIZONTAL_SLIDES_SELECTOR = '.slides>section';\nexport const VERTICAL_SLIDES_SELECTOR = '.slides>section.present>section';\nexport const HORIZONTAL_BACKGROUNDS_SELECTOR = '.backgrounds>.slide-background';\n\n// Methods that may not be invoked via the postMessage API\nexport const POST_MESSAGE_METHOD_BLACKLIST = /registerPlugin|registerKeyboardShortcut|addKeyBinding|addEventListener|showPreview/;\n\n// Regex for retrieving the fragment style from a class attribute\nexport const FRAGMENT_STYLE_REGEX = /fade-(down|up|right|left|out|in-then-out|in-then-semi-out)|semi-fade-out|current-visible|shrink|grow/;\n\n// Slide number formats\nexport const SLIDE_NUMBER_FORMAT_HORIZONTAL_DOT_VERTICAL = 'h.v';\nexport const SLIDE_NUMBER_FORMAT_HORIZONTAL_SLASH_VERTICAL = 'h/v';\nexport const SLIDE_NUMBER_FORMAT_CURRENT = 'c';\nexport const SLIDE_NUMBER_FORMAT_CURRENT_SLASH_TOTAL = 'c/t';","import {\n\tSLIDE_NUMBER_FORMAT_CURRENT,\n\tSLIDE_NUMBER_FORMAT_CURRENT_SLASH_TOTAL,\n\tSLIDE_NUMBER_FORMAT_HORIZONTAL_DOT_VERTICAL,\n\tSLIDE_NUMBER_FORMAT_HORIZONTAL_SLASH_VERTICAL\n} from \"../utils/constants\";\n\n/**\n * Handles the display of reveal.js' optional slide number.\n */\nexport default class SlideNumber {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'slide-number';\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tlet slideNumberDisplay = 'none';\n\t\tif( config.slideNumber && !this.Reveal.isPrintView() ) {\n\t\t\tif( config.showSlideNumber === 'all' ) {\n\t\t\t\tslideNumberDisplay = 'block';\n\t\t\t}\n\t\t\telse if( config.showSlideNumber === 'speaker' && this.Reveal.isSpeakerNotes() ) {\n\t\t\t\tslideNumberDisplay = 'block';\n\t\t\t}\n\t\t}\n\n\t\tthis.element.style.display = slideNumberDisplay;\n\n\t}\n\n\t/**\n\t * Updates the slide number to match the current slide.\n\t */\n\tupdate() {\n\n\t\t// Update slide number if enabled\n\t\tif( this.Reveal.getConfig().slideNumber && this.element ) {\n\t\t\tthis.element.innerHTML = this.getSlideNumber();\n\t\t}\n\n\t}\n\n\t/**\n\t * Returns the HTML string corresponding to the current slide\n\t * number, including formatting.\n\t */\n\tgetSlideNumber( slide = this.Reveal.getCurrentSlide() ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\t\tlet value;\n\t\tlet format = SLIDE_NUMBER_FORMAT_HORIZONTAL_DOT_VERTICAL;\n\n\t\tif ( typeof config.slideNumber === 'function' ) {\n\t\t\tvalue = config.slideNumber( slide );\n\t\t} else {\n\t\t\t// Check if a custom number format is available\n\t\t\tif( typeof config.slideNumber === 'string' ) {\n\t\t\t\tformat = config.slideNumber;\n\t\t\t}\n\n\t\t\t// If there are ONLY vertical slides in this deck, always use\n\t\t\t// a flattened slide number\n\t\t\tif( !/c/.test( format ) && this.Reveal.getHorizontalSlides().length === 1 ) {\n\t\t\t\tformat = SLIDE_NUMBER_FORMAT_CURRENT;\n\t\t\t}\n\n\t\t\t// Offset the current slide number by 1 to make it 1-indexed\n\t\t\tlet horizontalOffset = slide && slide.dataset.visibility === 'uncounted' ? 0 : 1;\n\n\t\t\tvalue = [];\n\t\t\tswitch( format ) {\n\t\t\t\tcase SLIDE_NUMBER_FORMAT_CURRENT:\n\t\t\t\t\tvalue.push( this.Reveal.getSlidePastCount( slide ) + horizontalOffset );\n\t\t\t\t\tbreak;\n\t\t\t\tcase SLIDE_NUMBER_FORMAT_CURRENT_SLASH_TOTAL:\n\t\t\t\t\tvalue.push( this.Reveal.getSlidePastCount( slide ) + horizontalOffset, '/', this.Reveal.getTotalSlides() );\n\t\t\t\t\tbreak;\n\t\t\t\tdefault:\n\t\t\t\t\tlet indices = this.Reveal.getIndices( slide );\n\t\t\t\t\tvalue.push( indices.h + horizontalOffset );\n\t\t\t\t\tlet sep = format === SLIDE_NUMBER_FORMAT_HORIZONTAL_SLASH_VERTICAL ? '/' : '.';\n\t\t\t\t\tif( this.Reveal.isVerticalSlide( slide ) ) value.push( sep, indices.v + 1 );\n\t\t\t}\n\t\t}\n\n\t\tlet url = '#' + this.Reveal.location.getHash( slide );\n\t\treturn this.formatNumber( value[0], value[1], value[2], url );\n\n\t}\n\n\t/**\n\t * Applies HTML formatting to a slide number before it's\n\t * written to the DOM.\n\t *\n\t * @param {number} a Current slide\n\t * @param {string} delimiter Character to separate slide numbers\n\t * @param {(number|*)} b Total slides\n\t * @param {HTMLElement} [url='#'+locationHash()] The url to link to\n\t * @return {string} HTML string fragment\n\t */\n\tformatNumber( a, delimiter, b, url = '#' + this.Reveal.location.getHash() ) {\n\n\t\tif( typeof b === 'number' && !isNaN( b ) ) {\n\t\t\treturn  `<a href=\"${url}\">\n\t\t\t\t\t<span class=\"slide-number-a\">${a}</span>\n\t\t\t\t\t<span class=\"slide-number-delimiter\">${delimiter}</span>\n\t\t\t\t\t<span class=\"slide-number-b\">${b}</span>\n\t\t\t\t\t</a>`;\n\t\t}\n\t\telse {\n\t\t\treturn `<a href=\"${url}\">\n\t\t\t\t\t<span class=\"slide-number-a\">${a}</span>\n\t\t\t\t\t</a>`;\n\t\t}\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.element.remove();\n\n\t}\n\n}","import {\n\tSLIDE_NUMBER_FORMAT_CURRENT,\n\tSLIDE_NUMBER_FORMAT_CURRENT_SLASH_TOTAL\n} from \"../utils/constants\";\n\n/**\n * Makes it possible to jump to a slide by entering its\n * slide number or id.\n */\nexport default class JumpToSlide {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.onInput = this.onInput.bind( this );\n\t\tthis.onBlur = this.onBlur.bind( this );\n\t\tthis.onKeyDown = this.onKeyDown.bind( this );\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'jump-to-slide';\n\n    this.jumpInput = document.createElement( 'input' );\n    this.jumpInput.type = 'text';\n    this.jumpInput.className = 'jump-to-slide-input';\n    this.jumpInput.placeholder = 'Jump to slide';\n\t\tthis.jumpInput.addEventListener( 'input', this.onInput );\n\t\tthis.jumpInput.addEventListener( 'keydown', this.onKeyDown );\n\t\tthis.jumpInput.addEventListener( 'blur', this.onBlur );\n\n    this.element.appendChild( this.jumpInput );\n\n\t}\n\n\tshow() {\n\n\t\tthis.indicesOnShow = this.Reveal.getIndices();\n\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\t\tthis.jumpInput.focus();\n\n\t}\n\n\thide() {\n\n\t\tif( this.isVisible() ) {\n\t\t\tthis.element.remove();\n\t\t\tthis.jumpInput.value = '';\n\n\t\t\tclearTimeout( this.jumpTimeout );\n\t\t\tdelete this.jumpTimeout;\n\t\t}\n\n\t}\n\n\tisVisible() {\n\n\t\treturn !!this.element.parentNode;\n\n\t}\n\n\t/**\n\t * Parses the current input and jumps to the given slide.\n\t */\n\tjump() {\n\n\t\tclearTimeout( this.jumpTimeout );\n\t\tdelete this.jumpTimeout;\n\n\t\tlet query = this.jumpInput.value.trim( '' );\n\t\tlet indices;\n\n\t\t// When slide numbers are formatted to be a single linear mumber\n\t\t// (instead of showing a separate horizontal/vertical index) we\n\t\t// use the same format for slide jumps\n\t\tif( /^\\d+$/.test( query ) ) {\n\t\t\tconst slideNumberFormat = this.Reveal.getConfig().slideNumber;\n\t\t\tif( slideNumberFormat === SLIDE_NUMBER_FORMAT_CURRENT || slideNumberFormat === SLIDE_NUMBER_FORMAT_CURRENT_SLASH_TOTAL ) {\n\t\t\t\tconst slide = this.Reveal.getSlides()[ parseInt( query, 10 ) - 1 ];\n\t\t\t\tif( slide ) {\n\t\t\t\t\tindices = this.Reveal.getIndices( slide );\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tif( !indices ) {\n\t\t\t// If the query uses \"horizontal.vertical\" format, convert to\n\t\t\t// \"horizontal/vertical\" so that our URL parser can understand\n\t\t\tif( /^\\d+\\.\\d+$/.test( query ) ) {\n\t\t\t\tquery = query.replace( '.', '/' );\n\t\t\t}\n\n\t\t\tindices = this.Reveal.location.getIndicesFromHash( query, { oneBasedIndex: true } );\n\t\t}\n\n\t\t// Still no valid index? Fall back on a text search\n\t\tif( !indices && /\\S+/i.test( query ) && query.length > 1 ) {\n\t\t\tindices = this.search( query );\n\t\t}\n\n\t\tif( indices && query !== '' ) {\n\t\t\tthis.Reveal.slide( indices.h, indices.v, indices.f );\n\t\t\treturn true;\n\t\t}\n\t\telse {\n\t\t\tthis.Reveal.slide( this.indicesOnShow.h, this.indicesOnShow.v, this.indicesOnShow.f );\n\t\t\treturn false;\n\t\t}\n\n\t}\n\n\tjumpAfter( delay ) {\n\n\t\tclearTimeout( this.jumpTimeout );\n\t\tthis.jumpTimeout = setTimeout( () => this.jump(), delay );\n\n\t}\n\n\t/**\n\t * A lofi search that looks for the given query in all\n\t * of our slides and returns the first match.\n\t */\n\tsearch( query ) {\n\n\t\tconst regex = new RegExp( '\\\\b' + query.trim() + '\\\\b', 'i' );\n\n\t\tconst slide = this.Reveal.getSlides().find( ( slide ) => {\n\t\t\treturn regex.test( slide.innerText );\n\t\t} );\n\n\t\tif( slide ) {\n\t\t\treturn this.Reveal.getIndices( slide );\n\t\t}\n\t\telse {\n\t\t\treturn null;\n\t\t}\n\n\t}\n\n\t/**\n\t * Reverts back to the slide we were on when jump to slide was\n\t * invoked.\n\t */\n\tcancel() {\n\n\t\tthis.Reveal.slide( this.indicesOnShow.h, this.indicesOnShow.v, this.indicesOnShow.f );\n\t\tthis.hide();\n\n\t}\n\n\tconfirm() {\n\n\t\tthis.jump();\n\t\tthis.hide();\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.jumpInput.removeEventListener( 'input', this.onInput );\n\t\tthis.jumpInput.removeEventListener( 'keydown', this.onKeyDown );\n\t\tthis.jumpInput.removeEventListener( 'blur', this.onBlur );\n\n\t\tthis.element.remove();\n\n\t}\n\n\tonKeyDown( event ) {\n\n\t\tif( event.keyCode === 13 ) {\n\t\t\tthis.confirm();\n\t\t}\n\t\telse if( event.keyCode === 27 ) {\n\t\t\tthis.cancel();\n\n\t\t\tevent.stopImmediatePropagation();\n\t\t}\n\n\t}\n\n\tonInput( event ) {\n\n\t\tthis.jumpAfter( 200 );\n\n\t}\n\n\tonBlur() {\n\n\t\tsetTimeout( () => this.hide(), 1 );\n\n\t}\n\n}","/**\n * Converts various color input formats to an {r:0,g:0,b:0} object.\n *\n * @param {string} color The string representation of a color\n * @example\n * colorToRgb('#000');\n * @example\n * colorToRgb('#000000');\n * @example\n * colorToRgb('rgb(0,0,0)');\n * @example\n * colorToRgb('rgba(0,0,0)');\n *\n * @return {{r: number, g: number, b: number, [a]: number}|null}\n */\nexport const colorToRgb = ( color ) => {\n\n\tlet hex3 = color.match( /^#([0-9a-f]{3})$/i );\n\tif( hex3 && hex3[1] ) {\n\t\thex3 = hex3[1];\n\t\treturn {\n\t\t\tr: parseInt( hex3.charAt( 0 ), 16 ) * 0x11,\n\t\t\tg: parseInt( hex3.charAt( 1 ), 16 ) * 0x11,\n\t\t\tb: parseInt( hex3.charAt( 2 ), 16 ) * 0x11\n\t\t};\n\t}\n\n\tlet hex6 = color.match( /^#([0-9a-f]{6})$/i );\n\tif( hex6 && hex6[1] ) {\n\t\thex6 = hex6[1];\n\t\treturn {\n\t\t\tr: parseInt( hex6.slice( 0, 2 ), 16 ),\n\t\t\tg: parseInt( hex6.slice( 2, 4 ), 16 ),\n\t\t\tb: parseInt( hex6.slice( 4, 6 ), 16 )\n\t\t};\n\t}\n\n\tlet rgb = color.match( /^rgb\\s*\\(\\s*(\\d+)\\s*,\\s*(\\d+)\\s*,\\s*(\\d+)\\s*\\)$/i );\n\tif( rgb ) {\n\t\treturn {\n\t\t\tr: parseInt( rgb[1], 10 ),\n\t\t\tg: parseInt( rgb[2], 10 ),\n\t\t\tb: parseInt( rgb[3], 10 )\n\t\t};\n\t}\n\n\tlet rgba = color.match( /^rgba\\s*\\(\\s*(\\d+)\\s*,\\s*(\\d+)\\s*,\\s*(\\d+)\\s*\\,\\s*([\\d]+|[\\d]*.[\\d]+)\\s*\\)$/i );\n\tif( rgba ) {\n\t\treturn {\n\t\t\tr: parseInt( rgba[1], 10 ),\n\t\t\tg: parseInt( rgba[2], 10 ),\n\t\t\tb: parseInt( rgba[3], 10 ),\n\t\t\ta: parseFloat( rgba[4] )\n\t\t};\n\t}\n\n\treturn null;\n\n}\n\n/**\n * Calculates brightness on a scale of 0-255.\n *\n * @param {string} color See colorToRgb for supported formats.\n * @see {@link colorToRgb}\n */\nexport const colorBrightness = ( color ) => {\n\n\tif( typeof color === 'string' ) color = colorToRgb( color );\n\n\tif( color ) {\n\t\treturn ( color.r * 299 + color.g * 587 + color.b * 114 ) / 1000;\n\t}\n\n\treturn null;\n\n}","import { queryAll } from '../utils/util.js'\nimport { colorToRgb, colorBrightness } from '../utils/color.js'\n\n/**\n * Creates and updates slide backgrounds.\n */\nexport default class Backgrounds {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'backgrounds';\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t}\n\n\t/**\n\t * Creates the slide background elements and appends them\n\t * to the background container. One element is created per\n\t * slide no matter if the given slide has visible background.\n\t */\n\tcreate() {\n\n\t\t// Clear prior backgrounds\n\t\tthis.element.innerHTML = '';\n\t\tthis.element.classList.add( 'no-transition' );\n\n\t\t// Iterate over all horizontal slides\n\t\tthis.Reveal.getHorizontalSlides().forEach( slideh => {\n\n\t\t\tlet backgroundStack = this.createBackground( slideh, this.element );\n\n\t\t\t// Iterate over all vertical slides\n\t\t\tqueryAll( slideh, 'section' ).forEach( slidev => {\n\n\t\t\t\tthis.createBackground( slidev, backgroundStack );\n\n\t\t\t\tbackgroundStack.classList.add( 'stack' );\n\n\t\t\t} );\n\n\t\t} );\n\n\t\t// Add parallax background if specified\n\t\tif( this.Reveal.getConfig().parallaxBackgroundImage ) {\n\n\t\t\tthis.element.style.backgroundImage = 'url(\"' + this.Reveal.getConfig().parallaxBackgroundImage + '\")';\n\t\t\tthis.element.style.backgroundSize = this.Reveal.getConfig().parallaxBackgroundSize;\n\t\t\tthis.element.style.backgroundRepeat = this.Reveal.getConfig().parallaxBackgroundRepeat;\n\t\t\tthis.element.style.backgroundPosition = this.Reveal.getConfig().parallaxBackgroundPosition;\n\n\t\t\t// Make sure the below properties are set on the element - these properties are\n\t\t\t// needed for proper transitions to be set on the element via CSS. To remove\n\t\t\t// annoying background slide-in effect when the presentation starts, apply\n\t\t\t// these properties after short time delay\n\t\t\tsetTimeout( () => {\n\t\t\t\tthis.Reveal.getRevealElement().classList.add( 'has-parallax-background' );\n\t\t\t}, 1 );\n\n\t\t}\n\t\telse {\n\n\t\t\tthis.element.style.backgroundImage = '';\n\t\t\tthis.Reveal.getRevealElement().classList.remove( 'has-parallax-background' );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Creates a background for the given slide.\n\t *\n\t * @param {HTMLElement} slide\n\t * @param {HTMLElement} container The element that the background\n\t * should be appended to\n\t * @return {HTMLElement} New background div\n\t */\n\tcreateBackground( slide, container ) {\n\n\t\t// Main slide background element\n\t\tlet element = document.createElement( 'div' );\n\t\telement.className = 'slide-background ' + slide.className.replace( /present|past|future/, '' );\n\n\t\t// Inner background element that wraps images/videos/iframes\n\t\tlet contentElement = document.createElement( 'div' );\n\t\tcontentElement.className = 'slide-background-content';\n\n\t\telement.appendChild( contentElement );\n\t\tcontainer.appendChild( element );\n\n\t\tslide.slideBackgroundElement = element;\n\t\tslide.slideBackgroundContentElement = contentElement;\n\n\t\t// Syncs the background to reflect all current background settings\n\t\tthis.sync( slide );\n\n\t\treturn element;\n\n\t}\n\n\t/**\n\t * Renders all of the visual properties of a slide background\n\t * based on the various background attributes.\n\t *\n\t * @param {HTMLElement} slide\n\t */\n\tsync( slide ) {\n\n\t\tconst element = slide.slideBackgroundElement,\n\t\t\tcontentElement = slide.slideBackgroundContentElement;\n\n\t\tconst data = {\n\t\t\tbackground: slide.getAttribute( 'data-background' ),\n\t\t\tbackgroundSize: slide.getAttribute( 'data-background-size' ),\n\t\t\tbackgroundImage: slide.getAttribute( 'data-background-image' ),\n\t\t\tbackgroundVideo: slide.getAttribute( 'data-background-video' ),\n\t\t\tbackgroundIframe: slide.getAttribute( 'data-background-iframe' ),\n\t\t\tbackgroundColor: slide.getAttribute( 'data-background-color' ),\n\t\t\tbackgroundGradient: slide.getAttribute( 'data-background-gradient' ),\n\t\t\tbackgroundRepeat: slide.getAttribute( 'data-background-repeat' ),\n\t\t\tbackgroundPosition: slide.getAttribute( 'data-background-position' ),\n\t\t\tbackgroundTransition: slide.getAttribute( 'data-background-transition' ),\n\t\t\tbackgroundOpacity: slide.getAttribute( 'data-background-opacity' ),\n\t\t};\n\n\t\tconst dataPreload = slide.hasAttribute( 'data-preload' );\n\n\t\t// Reset the prior background state in case this is not the\n\t\t// initial sync\n\t\tslide.classList.remove( 'has-dark-background' );\n\t\tslide.classList.remove( 'has-light-background' );\n\n\t\telement.removeAttribute( 'data-loaded' );\n\t\telement.removeAttribute( 'data-background-hash' );\n\t\telement.removeAttribute( 'data-background-size' );\n\t\telement.removeAttribute( 'data-background-transition' );\n\t\telement.style.backgroundColor = '';\n\n\t\tcontentElement.style.backgroundSize = '';\n\t\tcontentElement.style.backgroundRepeat = '';\n\t\tcontentElement.style.backgroundPosition = '';\n\t\tcontentElement.style.backgroundImage = '';\n\t\tcontentElement.style.opacity = '';\n\t\tcontentElement.innerHTML = '';\n\n\t\tif( data.background ) {\n\t\t\t// Auto-wrap image urls in url(...)\n\t\t\tif( /^(http|file|\\/\\/)/gi.test( data.background ) || /\\.(svg|png|jpg|jpeg|gif|bmp|webp)([?#\\s]|$)/gi.test( data.background ) ) {\n\t\t\t\tslide.setAttribute( 'data-background-image', data.background );\n\t\t\t}\n\t\t\telse {\n\t\t\t\telement.style.background = data.background;\n\t\t\t}\n\t\t}\n\n\t\t// Create a hash for this combination of background settings.\n\t\t// This is used to determine when two slide backgrounds are\n\t\t// the same.\n\t\tif( data.background || data.backgroundColor || data.backgroundGradient || data.backgroundImage || data.backgroundVideo || data.backgroundIframe ) {\n\t\t\telement.setAttribute( 'data-background-hash', data.background +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundSize +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundImage +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundVideo +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundIframe +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundColor +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundGradient +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundRepeat +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundPosition +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundTransition +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundOpacity );\n\t\t}\n\n\t\t// Additional and optional background properties\n\t\tif( data.backgroundSize ) element.setAttribute( 'data-background-size', data.backgroundSize );\n\t\tif( data.backgroundColor ) element.style.backgroundColor = data.backgroundColor;\n\t\tif( data.backgroundGradient ) element.style.backgroundImage = data.backgroundGradient;\n\t\tif( data.backgroundTransition ) element.setAttribute( 'data-background-transition', data.backgroundTransition );\n\n\t\tif( dataPreload ) element.setAttribute( 'data-preload', '' );\n\n\t\t// Background image options are set on the content wrapper\n\t\tif( data.backgroundSize ) contentElement.style.backgroundSize = data.backgroundSize;\n\t\tif( data.backgroundRepeat ) contentElement.style.backgroundRepeat = data.backgroundRepeat;\n\t\tif( data.backgroundPosition ) contentElement.style.backgroundPosition = data.backgroundPosition;\n\t\tif( data.backgroundOpacity ) contentElement.style.opacity = data.backgroundOpacity;\n\n\t\tconst contrastClass = this.getContrastClass( slide );\n\n\t\tif( typeof contrastClass === 'string' ) {\n\t\t\tslide.classList.add( contrastClass );\n\t\t}\n\n\t}\n\n\t/**\n\t * Returns a class name that can be applied to a slide to indicate\n\t * if it has a light or dark background.\n\t *\n\t * @param {*} slide\n\t *\n\t * @returns {string|null}\n\t */\n\tgetContrastClass( slide ) {\n\n\t\tconst element = slide.slideBackgroundElement;\n\n\t\t// If this slide has a background color, we add a class that\n\t\t// signals if it is light or dark. If the slide has no background\n\t\t// color, no class will be added\n\t\tlet contrastColor = slide.getAttribute( 'data-background-color' );\n\n\t\t// If no bg color was found, or it cannot be converted by colorToRgb, check the computed background\n\t\tif( !contrastColor || !colorToRgb( contrastColor ) ) {\n\t\t\tlet computedBackgroundStyle = window.getComputedStyle( element );\n\t\t\tif( computedBackgroundStyle && computedBackgroundStyle.backgroundColor ) {\n\t\t\t\tcontrastColor = computedBackgroundStyle.backgroundColor;\n\t\t\t}\n\t\t}\n\n\t\tif( contrastColor ) {\n\t\t\tconst rgb = colorToRgb( contrastColor );\n\n\t\t\t// Ignore fully transparent backgrounds. Some browsers return\n\t\t\t// rgba(0,0,0,0) when reading the computed background color of\n\t\t\t// an element with no background\n\t\t\tif( rgb && rgb.a !== 0 ) {\n\t\t\t\tif( colorBrightness( contrastColor ) < 128 ) {\n\t\t\t\t\treturn 'has-dark-background';\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\treturn 'has-light-background';\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\treturn null;\n\n\t}\n\n\t/**\n\t * Bubble the 'has-light-background'/'has-dark-background' classes.\n\t */\n\tbubbleSlideContrastClassToElement( slide, target ) {\n\n\t\t[ 'has-light-background', 'has-dark-background' ].forEach( classToBubble => {\n\t\t\tif( slide.classList.contains( classToBubble ) ) {\n\t\t\t\ttarget.classList.add( classToBubble );\n\t\t\t}\n\t\t\telse {\n\t\t\t\ttarget.classList.remove( classToBubble );\n\t\t\t}\n\t\t}, this );\n\n\t}\n\n\t/**\n\t * Updates the background elements to reflect the current\n\t * slide.\n\t *\n\t * @param {boolean} includeAll If true, the backgrounds of\n\t * all vertical slides (not just the present) will be updated.\n\t */\n\tupdate( includeAll = false ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tlet indices = this.Reveal.getIndices();\n\n\t\tlet currentBackground = null;\n\n\t\t// Reverse past/future classes when in RTL mode\n\t\tlet horizontalPast = config.rtl ? 'future' : 'past',\n\t\t\thorizontalFuture = config.rtl ? 'past' : 'future';\n\n\t\t// Update the classes of all backgrounds to match the\n\t\t// states of their slides (past/present/future)\n\t\tArray.from( this.element.childNodes ).forEach( ( backgroundh, h ) => {\n\n\t\t\tbackgroundh.classList.remove( 'past', 'present', 'future' );\n\n\t\t\tif( h < indices.h ) {\n\t\t\t\tbackgroundh.classList.add( horizontalPast );\n\t\t\t}\n\t\t\telse if ( h > indices.h ) {\n\t\t\t\tbackgroundh.classList.add( horizontalFuture );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tbackgroundh.classList.add( 'present' );\n\n\t\t\t\t// Store a reference to the current background element\n\t\t\t\tcurrentBackground = backgroundh;\n\t\t\t}\n\n\t\t\tif( includeAll || h === indices.h ) {\n\t\t\t\tqueryAll( backgroundh, '.slide-background' ).forEach( ( backgroundv, v ) => {\n\n\t\t\t\t\tbackgroundv.classList.remove( 'past', 'present', 'future' );\n\n\t\t\t\t\tconst indexv = typeof indices.v === 'number' ? indices.v : 0;\n\n\t\t\t\t\tif( v < indexv ) {\n\t\t\t\t\t\tbackgroundv.classList.add( 'past' );\n\t\t\t\t\t}\n\t\t\t\t\telse if ( v > indexv ) {\n\t\t\t\t\t\tbackgroundv.classList.add( 'future' );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tbackgroundv.classList.add( 'present' );\n\n\t\t\t\t\t\t// Only if this is the present horizontal and vertical slide\n\t\t\t\t\t\tif( h === indices.h ) currentBackground = backgroundv;\n\t\t\t\t\t}\n\n\t\t\t\t} );\n\t\t\t}\n\n\t\t} );\n\n\t\t// The previous background may refer to a DOM element that has\n\t\t// been removed after a presentation is synced & bgs are recreated\n\t\tif( this.previousBackground && !this.previousBackground.closest( 'body' ) ) {\n\t\t\tthis.previousBackground = null;\n\t\t}\n\n\t\tif( currentBackground && this.previousBackground ) {\n\n\t\t\t// Don't transition between identical backgrounds. This\n\t\t\t// prevents unwanted flicker.\n\t\t\tlet previousBackgroundHash = this.previousBackground.getAttribute( 'data-background-hash' );\n\t\t\tlet currentBackgroundHash = currentBackground.getAttribute( 'data-background-hash' );\n\n\t\t\tif( currentBackgroundHash && currentBackgroundHash === previousBackgroundHash && currentBackground !== this.previousBackground ) {\n\t\t\t\tthis.element.classList.add( 'no-transition' );\n\n\t\t\t\t// If multiple slides have the same background video, carry\n\t\t\t\t// the <video> element forward so that it plays continuously\n\t\t\t\t// across multiple slides\n\t\t\t\tconst currentVideo = currentBackground.querySelector( 'video' );\n\t\t\t\tconst previousVideo = this.previousBackground.querySelector( 'video' );\n\n\t\t\t\tif( currentVideo && previousVideo ) {\n\n\t\t\t\t\tconst currentVideoParent = currentVideo.parentNode;\n\t\t\t\t\tconst previousVideoParent = previousVideo.parentNode;\n\n\t\t\t\t\t// Swap the two videos\n\t\t\t\t\tpreviousVideoParent.appendChild( currentVideo );\n\t\t\t\t\tcurrentVideoParent.appendChild( previousVideo );\n\n\t\t\t\t}\n\t\t\t}\n\n\t\t}\n\n\t\t// Stop content inside of previous backgrounds\n\t\tif( this.previousBackground ) {\n\n\t\t\tthis.Reveal.slideContent.stopEmbeddedContent( this.previousBackground, { unloadIframes: !this.Reveal.slideContent.shouldPreload( this.previousBackground ) } );\n\n\t\t}\n\n\t\t// Start content in the current background\n\t\tif( currentBackground ) {\n\n\t\t\tthis.Reveal.slideContent.startEmbeddedContent( currentBackground );\n\n\t\t\tlet currentBackgroundContent = currentBackground.querySelector( '.slide-background-content' );\n\t\t\tif( currentBackgroundContent ) {\n\n\t\t\t\tlet backgroundImageURL = currentBackgroundContent.style.backgroundImage || '';\n\n\t\t\t\t// Restart GIFs (doesn't work in Firefox)\n\t\t\t\tif( /\\.gif/i.test( backgroundImageURL ) ) {\n\t\t\t\t\tcurrentBackgroundContent.style.backgroundImage = '';\n\t\t\t\t\twindow.getComputedStyle( currentBackgroundContent ).opacity;\n\t\t\t\t\tcurrentBackgroundContent.style.backgroundImage = backgroundImageURL;\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t\tthis.previousBackground = currentBackground;\n\n\t\t}\n\n\t\t// If there's a background brightness flag for this slide,\n\t\t// bubble it to the .reveal container\n\t\tif( currentSlide ) {\n\t\t\tthis.bubbleSlideContrastClassToElement( currentSlide, this.Reveal.getRevealElement() );\n\t\t}\n\n\t\t// Allow the first background to apply without transition\n\t\tsetTimeout( () => {\n\t\t\tthis.element.classList.remove( 'no-transition' );\n\t\t}, 10 );\n\n\t}\n\n\t/**\n\t * Updates the position of the parallax background based\n\t * on the current slide index.\n\t */\n\tupdateParallax() {\n\n\t\tlet indices = this.Reveal.getIndices();\n\n\t\tif( this.Reveal.getConfig().parallaxBackgroundImage ) {\n\n\t\t\tlet horizontalSlides = this.Reveal.getHorizontalSlides(),\n\t\t\t\tverticalSlides = this.Reveal.getVerticalSlides();\n\n\t\t\tlet backgroundSize = this.element.style.backgroundSize.split( ' ' ),\n\t\t\t\tbackgroundWidth, backgroundHeight;\n\n\t\t\tif( backgroundSize.length === 1 ) {\n\t\t\t\tbackgroundWidth = backgroundHeight = parseInt( backgroundSize[0], 10 );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tbackgroundWidth = parseInt( backgroundSize[0], 10 );\n\t\t\t\tbackgroundHeight = parseInt( backgroundSize[1], 10 );\n\t\t\t}\n\n\t\t\tlet slideWidth = this.element.offsetWidth,\n\t\t\t\thorizontalSlideCount = horizontalSlides.length,\n\t\t\t\thorizontalOffsetMultiplier,\n\t\t\t\thorizontalOffset;\n\n\t\t\tif( typeof this.Reveal.getConfig().parallaxBackgroundHorizontal === 'number' ) {\n\t\t\t\thorizontalOffsetMultiplier = this.Reveal.getConfig().parallaxBackgroundHorizontal;\n\t\t\t}\n\t\t\telse {\n\t\t\t\thorizontalOffsetMultiplier = horizontalSlideCount > 1 ? ( backgroundWidth - slideWidth ) / ( horizontalSlideCount-1 ) : 0;\n\t\t\t}\n\n\t\t\thorizontalOffset = horizontalOffsetMultiplier * indices.h * -1;\n\n\t\t\tlet slideHeight = this.element.offsetHeight,\n\t\t\t\tverticalSlideCount = verticalSlides.length,\n\t\t\t\tverticalOffsetMultiplier,\n\t\t\t\tverticalOffset;\n\n\t\t\tif( typeof this.Reveal.getConfig().parallaxBackgroundVertical === 'number' ) {\n\t\t\t\tverticalOffsetMultiplier = this.Reveal.getConfig().parallaxBackgroundVertical;\n\t\t\t}\n\t\t\telse {\n\t\t\t\tverticalOffsetMultiplier = ( backgroundHeight - slideHeight ) / ( verticalSlideCount-1 );\n\t\t\t}\n\n\t\t\tverticalOffset = verticalSlideCount > 0 ?  verticalOffsetMultiplier * indices.v : 0;\n\n\t\t\tthis.element.style.backgroundPosition = horizontalOffset + 'px ' + -verticalOffset + 'px';\n\n\t\t}\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.element.remove();\n\n\t}\n\n}\n","import { queryAll, extend, createStyleSheet, matches, closest } from '../utils/util.js'\nimport { FRAGMENT_STYLE_REGEX } from '../utils/constants.js'\n\n// Counter used to generate unique IDs for auto-animated elements\nlet autoAnimateCounter = 0;\n\n/**\n * Automatically animates matching elements across\n * slides with the [data-auto-animate] attribute.\n */\nexport default class AutoAnimate {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\t/**\n\t * Runs an auto-animation between the given slides.\n\t *\n\t * @param  {HTMLElement} fromSlide\n\t * @param  {HTMLElement} toSlide\n\t */\n\trun( fromSlide, toSlide ) {\n\n\t\t// Clean up after prior animations\n\t\tthis.reset();\n\n\t\tlet allSlides = this.Reveal.getSlides();\n\t\tlet toSlideIndex = allSlides.indexOf( toSlide );\n\t\tlet fromSlideIndex = allSlides.indexOf( fromSlide );\n\n\t\t// Ensure that;\n\t\t// 1. Both slides exist.\n\t\t// 2. Both slides are auto-animate targets with the same\n\t\t//    data-auto-animate-id value (including null if absent on both).\n\t\t// 3. data-auto-animate-restart isn't set on the physically latter\n\t\t//    slide (independent of slide direction).\n\t\tif( fromSlide && toSlide && fromSlide.hasAttribute( 'data-auto-animate' ) && toSlide.hasAttribute( 'data-auto-animate' )\n\t\t\t\t&& fromSlide.getAttribute( 'data-auto-animate-id' ) === toSlide.getAttribute( 'data-auto-animate-id' ) \n\t\t\t\t&& !( toSlideIndex > fromSlideIndex ? toSlide : fromSlide ).hasAttribute( 'data-auto-animate-restart' ) ) {\n\n\t\t\t// Create a new auto-animate sheet\n\t\t\tthis.autoAnimateStyleSheet = this.autoAnimateStyleSheet || createStyleSheet();\n\n\t\t\tlet animationOptions = this.getAutoAnimateOptions( toSlide );\n\n\t\t\t// Set our starting state\n\t\t\tfromSlide.dataset.autoAnimate = 'pending';\n\t\t\ttoSlide.dataset.autoAnimate = 'pending';\n\n\t\t\t// Flag the navigation direction, needed for fragment buildup\n\t\t\tanimationOptions.slideDirection = toSlideIndex > fromSlideIndex ? 'forward' : 'backward';\n\n\t\t\t// If the from-slide is hidden because it has moved outside\n\t\t\t// the view distance, we need to temporarily show it while\n\t\t\t// measuring\n\t\t\tlet fromSlideIsHidden = fromSlide.style.display === 'none';\n\t\t\tif( fromSlideIsHidden ) fromSlide.style.display = this.Reveal.getConfig().display;\n\n\t\t\t// Inject our auto-animate styles for this transition\n\t\t\tlet css = this.getAutoAnimatableElements( fromSlide, toSlide ).map( elements => {\n\t\t\t\treturn this.autoAnimateElements( elements.from, elements.to, elements.options || {}, animationOptions, autoAnimateCounter++ );\n\t\t\t} );\n\n\t\t\tif( fromSlideIsHidden ) fromSlide.style.display = 'none';\n\n\t\t\t// Animate unmatched elements, if enabled\n\t\t\tif( toSlide.dataset.autoAnimateUnmatched !== 'false' && this.Reveal.getConfig().autoAnimateUnmatched === true ) {\n\n\t\t\t\t// Our default timings for unmatched elements\n\t\t\t\tlet defaultUnmatchedDuration = animationOptions.duration * 0.8,\n\t\t\t\t\tdefaultUnmatchedDelay = animationOptions.duration * 0.2;\n\n\t\t\t\tthis.getUnmatchedAutoAnimateElements( toSlide ).forEach( unmatchedElement => {\n\n\t\t\t\t\tlet unmatchedOptions = this.getAutoAnimateOptions( unmatchedElement, animationOptions );\n\t\t\t\t\tlet id = 'unmatched';\n\n\t\t\t\t\t// If there is a duration or delay set specifically for this\n\t\t\t\t\t// element our unmatched elements should adhere to those\n\t\t\t\t\tif( unmatchedOptions.duration !== animationOptions.duration || unmatchedOptions.delay !== animationOptions.delay ) {\n\t\t\t\t\t\tid = 'unmatched-' + autoAnimateCounter++;\n\t\t\t\t\t\tcss.push( `[data-auto-animate=\"running\"] [data-auto-animate-target=\"${id}\"] { transition: opacity ${unmatchedOptions.duration}s ease ${unmatchedOptions.delay}s; }` );\n\t\t\t\t\t}\n\n\t\t\t\t\tunmatchedElement.dataset.autoAnimateTarget = id;\n\n\t\t\t\t}, this );\n\n\t\t\t\t// Our default transition for unmatched elements\n\t\t\t\tcss.push( `[data-auto-animate=\"running\"] [data-auto-animate-target=\"unmatched\"] { transition: opacity ${defaultUnmatchedDuration}s ease ${defaultUnmatchedDelay}s; }` );\n\n\t\t\t}\n\n\t\t\t// Setting the whole chunk of CSS at once is the most\n\t\t\t// efficient way to do this. Using sheet.insertRule\n\t\t\t// is multiple factors slower.\n\t\t\tthis.autoAnimateStyleSheet.innerHTML = css.join( '' );\n\n\t\t\t// Start the animation next cycle\n\t\t\trequestAnimationFrame( () => {\n\t\t\t\tif( this.autoAnimateStyleSheet ) {\n\t\t\t\t\t// This forces our newly injected styles to be applied in Firefox\n\t\t\t\t\tgetComputedStyle( this.autoAnimateStyleSheet ).fontWeight;\n\n\t\t\t\t\ttoSlide.dataset.autoAnimate = 'running';\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'autoanimate',\n\t\t\t\tdata: {\n\t\t\t\t\tfromSlide,\n\t\t\t\t\ttoSlide,\n\t\t\t\t\tsheet: this.autoAnimateStyleSheet\n\t\t\t\t}\n\t\t\t});\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Rolls back all changes that we've made to the DOM so\n\t * that as part of animating.\n\t */\n\treset() {\n\n\t\t// Reset slides\n\t\tqueryAll( this.Reveal.getRevealElement(), '[data-auto-animate]:not([data-auto-animate=\"\"])' ).forEach( element => {\n\t\t\telement.dataset.autoAnimate = '';\n\t\t} );\n\n\t\t// Reset elements\n\t\tqueryAll( this.Reveal.getRevealElement(), '[data-auto-animate-target]' ).forEach( element => {\n\t\t\tdelete element.dataset.autoAnimateTarget;\n\t\t} );\n\n\t\t// Remove the animation sheet\n\t\tif( this.autoAnimateStyleSheet && this.autoAnimateStyleSheet.parentNode ) {\n\t\t\tthis.autoAnimateStyleSheet.parentNode.removeChild( this.autoAnimateStyleSheet );\n\t\t\tthis.autoAnimateStyleSheet = null;\n\t\t}\n\n\t}\n\n\t/**\n\t * Creates a FLIP animation where the `to` element starts out\n\t * in the `from` element position and animates to its original\n\t * state.\n\t *\n\t * @param {HTMLElement} from\n\t * @param {HTMLElement} to\n\t * @param {Object} elementOptions Options for this element pair\n\t * @param {Object} animationOptions Options set at the slide level\n\t * @param {String} id Unique ID that we can use to identify this\n\t * auto-animate element in the DOM\n\t */\n\tautoAnimateElements( from, to, elementOptions, animationOptions, id ) {\n\n\t\t// 'from' elements are given a data-auto-animate-target with no value,\n\t\t// 'to' elements are are given a data-auto-animate-target with an ID\n\t\tfrom.dataset.autoAnimateTarget = '';\n\t\tto.dataset.autoAnimateTarget = id;\n\n\t\t// Each element may override any of the auto-animate options\n\t\t// like transition easing, duration and delay via data-attributes\n\t\tlet options = this.getAutoAnimateOptions( to, animationOptions );\n\n\t\t// If we're using a custom element matcher the element options\n\t\t// may contain additional transition overrides\n\t\tif( typeof elementOptions.delay !== 'undefined' ) options.delay = elementOptions.delay;\n\t\tif( typeof elementOptions.duration !== 'undefined' ) options.duration = elementOptions.duration;\n\t\tif( typeof elementOptions.easing !== 'undefined' ) options.easing = elementOptions.easing;\n\n\t\tlet fromProps = this.getAutoAnimatableProperties( 'from', from, elementOptions ),\n\t\t\ttoProps = this.getAutoAnimatableProperties( 'to', to, elementOptions );\n\n\t\t// Maintain fragment visibility for matching elements when\n\t\t// we're navigating forwards, this way the viewer won't need\n\t\t// to step through the same fragments twice\n\t\tif( to.classList.contains( 'fragment' ) ) {\n\n\t\t\t// Don't auto-animate the opacity of fragments to avoid\n\t\t\t// conflicts with fragment animations\n\t\t\tdelete toProps.styles['opacity'];\n\n\t\t\tif( from.classList.contains( 'fragment' ) ) {\n\n\t\t\t\tlet fromFragmentStyle = ( from.className.match( FRAGMENT_STYLE_REGEX ) || [''] )[0];\n\t\t\t\tlet toFragmentStyle = ( to.className.match( FRAGMENT_STYLE_REGEX ) || [''] )[0];\n\n\t\t\t\t// Only skip the fragment if the fragment animation style\n\t\t\t\t// remains unchanged\n\t\t\t\tif( fromFragmentStyle === toFragmentStyle && animationOptions.slideDirection === 'forward' ) {\n\t\t\t\t\tto.classList.add( 'visible', 'disabled' );\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}\n\n\t\t// If translation and/or scaling are enabled, css transform\n\t\t// the 'to' element so that it matches the position and size\n\t\t// of the 'from' element\n\t\tif( elementOptions.translate !== false || elementOptions.scale !== false ) {\n\n\t\t\tlet presentationScale = this.Reveal.getScale();\n\n\t\t\tlet delta = {\n\t\t\t\tx: ( fromProps.x - toProps.x ) / presentationScale,\n\t\t\t\ty: ( fromProps.y - toProps.y ) / presentationScale,\n\t\t\t\tscaleX: fromProps.width / toProps.width,\n\t\t\t\tscaleY: fromProps.height / toProps.height\n\t\t\t};\n\n\t\t\t// Limit decimal points to avoid 0.0001px blur and stutter\n\t\t\tdelta.x = Math.round( delta.x * 1000 ) / 1000;\n\t\t\tdelta.y = Math.round( delta.y * 1000 ) / 1000;\n\t\t\tdelta.scaleX = Math.round( delta.scaleX * 1000 ) / 1000;\n\t\t\tdelta.scaleX = Math.round( delta.scaleX * 1000 ) / 1000;\n\n\t\t\tlet translate = elementOptions.translate !== false && ( delta.x !== 0 || delta.y !== 0 ),\n\t\t\t\tscale = elementOptions.scale !== false && ( delta.scaleX !== 0 || delta.scaleY !== 0 );\n\n\t\t\t// No need to transform if nothing's changed\n\t\t\tif( translate || scale ) {\n\n\t\t\t\tlet transform = [];\n\n\t\t\t\tif( translate ) transform.push( `translate(${delta.x}px, ${delta.y}px)` );\n\t\t\t\tif( scale ) transform.push( `scale(${delta.scaleX}, ${delta.scaleY})` );\n\n\t\t\t\tfromProps.styles['transform'] = transform.join( ' ' );\n\t\t\t\tfromProps.styles['transform-origin'] = 'top left';\n\n\t\t\t\ttoProps.styles['transform'] = 'none';\n\n\t\t\t}\n\n\t\t}\n\n\t\t// Delete all unchanged 'to' styles\n\t\tfor( let propertyName in toProps.styles ) {\n\t\t\tconst toValue = toProps.styles[propertyName];\n\t\t\tconst fromValue = fromProps.styles[propertyName];\n\n\t\t\tif( toValue === fromValue ) {\n\t\t\t\tdelete toProps.styles[propertyName];\n\t\t\t}\n\t\t\telse {\n\t\t\t\t// If these property values were set via a custom matcher providing\n\t\t\t\t// an explicit 'from' and/or 'to' value, we always inject those values.\n\t\t\t\tif( toValue.explicitValue === true ) {\n\t\t\t\t\ttoProps.styles[propertyName] = toValue.value;\n\t\t\t\t}\n\n\t\t\t\tif( fromValue.explicitValue === true ) {\n\t\t\t\t\tfromProps.styles[propertyName] = fromValue.value;\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tlet css = '';\n\n\t\tlet toStyleProperties = Object.keys( toProps.styles );\n\n\t\t// Only create animate this element IF at least one style\n\t\t// property has changed\n\t\tif( toStyleProperties.length > 0 ) {\n\n\t\t\t// Instantly move to the 'from' state\n\t\t\tfromProps.styles['transition'] = 'none';\n\n\t\t\t// Animate towards the 'to' state\n\t\t\ttoProps.styles['transition'] = `all ${options.duration}s ${options.easing} ${options.delay}s`;\n\t\t\ttoProps.styles['transition-property'] = toStyleProperties.join( ', ' );\n\t\t\ttoProps.styles['will-change'] = toStyleProperties.join( ', ' );\n\n\t\t\t// Build up our custom CSS. We need to override inline styles\n\t\t\t// so we need to make our styles vErY IMPORTANT!1!!\n\t\t\tlet fromCSS = Object.keys( fromProps.styles ).map( propertyName => {\n\t\t\t\treturn propertyName + ': ' + fromProps.styles[propertyName] + ' !important;';\n\t\t\t} ).join( '' );\n\n\t\t\tlet toCSS = Object.keys( toProps.styles ).map( propertyName => {\n\t\t\t\treturn propertyName + ': ' + toProps.styles[propertyName] + ' !important;';\n\t\t\t} ).join( '' );\n\n\t\t\tcss = \t'[data-auto-animate-target=\"'+ id +'\"] {'+ fromCSS +'}' +\n\t\t\t\t\t'[data-auto-animate=\"running\"] [data-auto-animate-target=\"'+ id +'\"] {'+ toCSS +'}';\n\n\t\t}\n\n\t\treturn css;\n\n\t}\n\n\t/**\n\t * Returns the auto-animate options for the given element.\n\t *\n\t * @param {HTMLElement} element Element to pick up options\n\t * from, either a slide or an animation target\n\t * @param {Object} [inheritedOptions] Optional set of existing\n\t * options\n\t */\n\tgetAutoAnimateOptions( element, inheritedOptions ) {\n\n\t\tlet options = {\n\t\t\teasing: this.Reveal.getConfig().autoAnimateEasing,\n\t\t\tduration: this.Reveal.getConfig().autoAnimateDuration,\n\t\t\tdelay: 0\n\t\t};\n\n\t\toptions = extend( options, inheritedOptions );\n\n\t\t// Inherit options from parent elements\n\t\tif( element.parentNode ) {\n\t\t\tlet autoAnimatedParent = closest( element.parentNode, '[data-auto-animate-target]' );\n\t\t\tif( autoAnimatedParent ) {\n\t\t\t\toptions = this.getAutoAnimateOptions( autoAnimatedParent, options );\n\t\t\t}\n\t\t}\n\n\t\tif( element.dataset.autoAnimateEasing ) {\n\t\t\toptions.easing = element.dataset.autoAnimateEasing;\n\t\t}\n\n\t\tif( element.dataset.autoAnimateDuration ) {\n\t\t\toptions.duration = parseFloat( element.dataset.autoAnimateDuration );\n\t\t}\n\n\t\tif( element.dataset.autoAnimateDelay ) {\n\t\t\toptions.delay = parseFloat( element.dataset.autoAnimateDelay );\n\t\t}\n\n\t\treturn options;\n\n\t}\n\n\t/**\n\t * Returns an object containing all of the properties\n\t * that can be auto-animated for the given element and\n\t * their current computed values.\n\t *\n\t * @param {String} direction 'from' or 'to'\n\t */\n\tgetAutoAnimatableProperties( direction, element, elementOptions ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\n\t\tlet properties = { styles: [] };\n\n\t\t// Position and size\n\t\tif( elementOptions.translate !== false || elementOptions.scale !== false ) {\n\t\t\tlet bounds;\n\n\t\t\t// Custom auto-animate may optionally return a custom tailored\n\t\t\t// measurement function\n\t\t\tif( typeof elementOptions.measure === 'function' ) {\n\t\t\t\tbounds = elementOptions.measure( element );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tif( config.center ) {\n\t\t\t\t\t// More precise, but breaks when used in combination\n\t\t\t\t\t// with zoom for scaling the deck ¯\\_(ツ)_/¯\n\t\t\t\t\tbounds = element.getBoundingClientRect();\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tlet scale = this.Reveal.getScale();\n\t\t\t\t\tbounds = {\n\t\t\t\t\t\tx: element.offsetLeft * scale,\n\t\t\t\t\t\ty: element.offsetTop * scale,\n\t\t\t\t\t\twidth: element.offsetWidth * scale,\n\t\t\t\t\t\theight: element.offsetHeight * scale\n\t\t\t\t\t};\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tproperties.x = bounds.x;\n\t\t\tproperties.y = bounds.y;\n\t\t\tproperties.width = bounds.width;\n\t\t\tproperties.height = bounds.height;\n\t\t}\n\n\t\tconst computedStyles = getComputedStyle( element );\n\n\t\t// CSS styles\n\t\t( elementOptions.styles || config.autoAnimateStyles ).forEach( style => {\n\t\t\tlet value;\n\n\t\t\t// `style` is either the property name directly, or an object\n\t\t\t// definition of a style property\n\t\t\tif( typeof style === 'string' ) style = { property: style };\n\n\t\t\tif( typeof style.from !== 'undefined' && direction === 'from' ) {\n\t\t\t\tvalue = { value: style.from, explicitValue: true };\n\t\t\t}\n\t\t\telse if( typeof style.to !== 'undefined' && direction === 'to' ) {\n\t\t\t\tvalue = { value: style.to, explicitValue: true };\n\t\t\t}\n\t\t\telse {\n\t\t\t\t// Use a unitless value for line-height so that it inherits properly\n\t\t\t\tif( style.property === 'line-height' ) {\n\t\t\t\t\tvalue = parseFloat( computedStyles['line-height'] ) / parseFloat( computedStyles['font-size'] );\n\t\t\t\t}\n\n\t\t\t\tif( isNaN(value) ) {\n\t\t\t\t\tvalue = computedStyles[style.property];\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tif( value !== '' ) {\n\t\t\t\tproperties.styles[style.property] = value;\n\t\t\t}\n\t\t} );\n\n\t\treturn properties;\n\n\t}\n\n\t/**\n\t * Get a list of all element pairs that we can animate\n\t * between the given slides.\n\t *\n\t * @param {HTMLElement} fromSlide\n\t * @param {HTMLElement} toSlide\n\t *\n\t * @return {Array} Each value is an array where [0] is\n\t * the element we're animating from and [1] is the\n\t * element we're animating to\n\t */\n\tgetAutoAnimatableElements( fromSlide, toSlide ) {\n\n\t\tlet matcher = typeof this.Reveal.getConfig().autoAnimateMatcher === 'function' ? this.Reveal.getConfig().autoAnimateMatcher : this.getAutoAnimatePairs;\n\n\t\tlet pairs = matcher.call( this, fromSlide, toSlide );\n\n\t\tlet reserved = [];\n\n\t\t// Remove duplicate pairs\n\t\treturn pairs.filter( ( pair, index ) => {\n\t\t\tif( reserved.indexOf( pair.to ) === -1 ) {\n\t\t\t\treserved.push( pair.to );\n\t\t\t\treturn true;\n\t\t\t}\n\t\t} );\n\n\t}\n\n\t/**\n\t * Identifies matching elements between slides.\n\t *\n\t * You can specify a custom matcher function by using\n\t * the `autoAnimateMatcher` config option.\n\t */\n\tgetAutoAnimatePairs( fromSlide, toSlide ) {\n\n\t\tlet pairs = [];\n\n\t\tconst codeNodes = 'pre';\n\t\tconst textNodes = 'h1, h2, h3, h4, h5, h6, p, li';\n\t\tconst mediaNodes = 'img, video, iframe';\n\n\t\t// Explicit matches via data-id\n\t\tthis.findAutoAnimateMatches( pairs, fromSlide, toSlide, '[data-id]', node => {\n\t\t\treturn node.nodeName + ':::' + node.getAttribute( 'data-id' );\n\t\t} );\n\n\t\t// Text\n\t\tthis.findAutoAnimateMatches( pairs, fromSlide, toSlide, textNodes, node => {\n\t\t\treturn node.nodeName + ':::' + node.innerText;\n\t\t} );\n\n\t\t// Media\n\t\tthis.findAutoAnimateMatches( pairs, fromSlide, toSlide, mediaNodes, node => {\n\t\t\treturn node.nodeName + ':::' + ( node.getAttribute( 'src' ) || node.getAttribute( 'data-src' ) );\n\t\t} );\n\n\t\t// Code\n\t\tthis.findAutoAnimateMatches( pairs, fromSlide, toSlide, codeNodes, node => {\n\t\t\treturn node.nodeName + ':::' + node.innerText;\n\t\t} );\n\n\t\tpairs.forEach( pair => {\n\t\t\t// Disable scale transformations on text nodes, we transition\n\t\t\t// each individual text property instead\n\t\t\tif( matches( pair.from, textNodes ) ) {\n\t\t\t\tpair.options = { scale: false };\n\t\t\t}\n\t\t\t// Animate individual lines of code\n\t\t\telse if( matches( pair.from, codeNodes ) ) {\n\n\t\t\t\t// Transition the code block's width and height instead of scaling\n\t\t\t\t// to prevent its content from being squished\n\t\t\t\tpair.options = { scale: false, styles: [ 'width', 'height' ] };\n\n\t\t\t\t// Lines of code\n\t\t\t\tthis.findAutoAnimateMatches( pairs, pair.from, pair.to, '.hljs .hljs-ln-code', node => {\n\t\t\t\t\treturn node.textContent;\n\t\t\t\t}, {\n\t\t\t\t\tscale: false,\n\t\t\t\t\tstyles: [],\n\t\t\t\t\tmeasure: this.getLocalBoundingBox.bind( this )\n\t\t\t\t} );\n\n\t\t\t\t// Line numbers\n\t\t\t\tthis.findAutoAnimateMatches( pairs, pair.from, pair.to, '.hljs .hljs-ln-numbers[data-line-number]', node => {\n\t\t\t\t\treturn node.getAttribute( 'data-line-number' );\n\t\t\t\t}, {\n\t\t\t\t\tscale: false,\n\t\t\t\t\tstyles: [ 'width' ],\n\t\t\t\t\tmeasure: this.getLocalBoundingBox.bind( this )\n\t\t\t\t} );\n\n\t\t\t}\n\n\t\t}, this );\n\n\t\treturn pairs;\n\n\t}\n\n\t/**\n\t * Helper method which returns a bounding box based on\n\t * the given elements offset coordinates.\n\t *\n\t * @param {HTMLElement} element\n\t * @return {Object} x, y, width, height\n\t */\n\tgetLocalBoundingBox( element ) {\n\n\t\tconst presentationScale = this.Reveal.getScale();\n\n\t\treturn {\n\t\t\tx: Math.round( ( element.offsetLeft * presentationScale ) * 100 ) / 100,\n\t\t\ty: Math.round( ( element.offsetTop * presentationScale ) * 100 ) / 100,\n\t\t\twidth: Math.round( ( element.offsetWidth * presentationScale ) * 100 ) / 100,\n\t\t\theight: Math.round( ( element.offsetHeight * presentationScale ) * 100 ) / 100\n\t\t};\n\n\t}\n\n\t/**\n\t * Finds matching elements between two slides.\n\t *\n\t * @param {Array} pairs            \tList of pairs to push matches to\n\t * @param {HTMLElement} fromScope   Scope within the from element exists\n\t * @param {HTMLElement} toScope     Scope within the to element exists\n\t * @param {String} selector         CSS selector of the element to match\n\t * @param {Function} serializer     A function that accepts an element and returns\n\t *                                  a stringified ID based on its contents\n\t * @param {Object} animationOptions Optional config options for this pair\n\t */\n\tfindAutoAnimateMatches( pairs, fromScope, toScope, selector, serializer, animationOptions ) {\n\n\t\tlet fromMatches = {};\n\t\tlet toMatches = {};\n\n\t\t[].slice.call( fromScope.querySelectorAll( selector ) ).forEach( ( element, i ) => {\n\t\t\tconst key = serializer( element );\n\t\t\tif( typeof key === 'string' && key.length ) {\n\t\t\t\tfromMatches[key] = fromMatches[key] || [];\n\t\t\t\tfromMatches[key].push( element );\n\t\t\t}\n\t\t} );\n\n\t\t[].slice.call( toScope.querySelectorAll( selector ) ).forEach( ( element, i ) => {\n\t\t\tconst key = serializer( element );\n\t\t\ttoMatches[key] = toMatches[key] || [];\n\t\t\ttoMatches[key].push( element );\n\n\t\t\tlet fromElement;\n\n\t\t\t// Retrieve the 'from' element\n\t\t\tif( fromMatches[key] ) {\n\t\t\t\tconst primaryIndex = toMatches[key].length - 1;\n\t\t\t\tconst secondaryIndex = fromMatches[key].length - 1;\n\n\t\t\t\t// If there are multiple identical from elements, retrieve\n\t\t\t\t// the one at the same index as our to-element.\n\t\t\t\tif( fromMatches[key][ primaryIndex ] ) {\n\t\t\t\t\tfromElement = fromMatches[key][ primaryIndex ];\n\t\t\t\t\tfromMatches[key][ primaryIndex ] = null;\n\t\t\t\t}\n\t\t\t\t// If there are no matching from-elements at the same index,\n\t\t\t\t// use the last one.\n\t\t\t\telse if( fromMatches[key][ secondaryIndex ] ) {\n\t\t\t\t\tfromElement = fromMatches[key][ secondaryIndex ];\n\t\t\t\t\tfromMatches[key][ secondaryIndex ] = null;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// If we've got a matching pair, push it to the list of pairs\n\t\t\tif( fromElement ) {\n\t\t\t\tpairs.push({\n\t\t\t\t\tfrom: fromElement,\n\t\t\t\t\tto: element,\n\t\t\t\t\toptions: animationOptions\n\t\t\t\t});\n\t\t\t}\n\t\t} );\n\n\t}\n\n\t/**\n\t * Returns a all elements within the given scope that should\n\t * be considered unmatched in an auto-animate transition. If\n\t * fading of unmatched elements is turned on, these elements\n\t * will fade when going between auto-animate slides.\n\t *\n\t * Note that parents of auto-animate targets are NOT considered\n\t * unmatched since fading them would break the auto-animation.\n\t *\n\t * @param {HTMLElement} rootElement\n\t * @return {Array}\n\t */\n\tgetUnmatchedAutoAnimateElements( rootElement ) {\n\n\t\treturn [].slice.call( rootElement.children ).reduce( ( result, element ) => {\n\n\t\t\tconst containsAnimatedElements = element.querySelector( '[data-auto-animate-target]' );\n\n\t\t\t// The element is unmatched if\n\t\t\t// - It is not an auto-animate target\n\t\t\t// - It does not contain any auto-animate targets\n\t\t\tif( !element.hasAttribute( 'data-auto-animate-target' ) && !containsAnimatedElements ) {\n\t\t\t\tresult.push( element );\n\t\t\t}\n\n\t\t\tif( element.querySelector( '[data-auto-animate-target]' ) ) {\n\t\t\t\tresult = result.concat( this.getUnmatchedAutoAnimateElements( element ) );\n\t\t\t}\n\n\t\t\treturn result;\n\n\t\t}, [] );\n\n\t}\n\n}\n","import { HORIZONTAL_SLIDES_SELECTOR, HORIZONTAL_BACKGROUNDS_SELECTOR } from '../utils/constants.js'\nimport { queryAll } from '../utils/util.js'\n\nconst HIDE_SCROLLBAR_TIMEOUT = 500;\nconst MAX_PROGRESS_SPACING = 4;\nconst MIN_PROGRESS_SEGMENT_HEIGHT = 6;\nconst MIN_PLAYHEAD_HEIGHT = 8;\n\n/**\n * The scroll view lets you read a reveal.js presentation\n * as a linear scrollable page.\n */\nexport default class ScrollView {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.active = false;\n\t\tthis.activatedCallbacks = [];\n\n\t\tthis.onScroll = this.onScroll.bind( this );\n\n\t}\n\n\t/**\n\t * Activates the scroll view. This rearranges the presentation DOM\n\t * by—among other things—wrapping each slide in a page element.\n\t */\n\tactivate() {\n\n\t\tif( this.active ) return;\n\n\t\tconst stateBeforeActivation = this.Reveal.getState();\n\n\t\tthis.active = true;\n\n\t\t// Store the full presentation HTML so that we can restore it\n\t\t// when/if the scroll view is deactivated\n\t\tthis.slideHTMLBeforeActivation = this.Reveal.getSlidesElement().innerHTML;\n\n\t\tconst horizontalSlides = queryAll( this.Reveal.getRevealElement(), HORIZONTAL_SLIDES_SELECTOR );\n\t\tconst horizontalBackgrounds = queryAll( this.Reveal.getRevealElement(), HORIZONTAL_BACKGROUNDS_SELECTOR );\n\n\t\tthis.viewportElement.classList.add( 'loading-scroll-mode', 'reveal-scroll' );\n\n\t\tlet presentationBackground;\n\n\t\tconst viewportStyles = window.getComputedStyle( this.viewportElement );\n\t\tif( viewportStyles && viewportStyles.background ) {\n\t\t\tpresentationBackground = viewportStyles.background;\n\t\t}\n\n\t\tconst pageElements = [];\n\t\tconst pageContainer = horizontalSlides[0].parentNode;\n\n\t\tlet previousSlide;\n\n\t\t// Creates a new page element and appends the given slide/bg\n\t\t// to it.\n\t\tconst createPageElement = ( slide, h, v, isVertical ) => {\n\n\t\t\tlet contentContainer;\n\n\t\t\t// If this slide is part of an auto-animation sequence, we\n\t\t\t// group it under the same page element as the previous slide\n\t\t\tif( previousSlide && this.Reveal.shouldAutoAnimateBetween( previousSlide, slide ) ) {\n\t\t\t\tcontentContainer = document.createElement( 'div' );\n\t\t\t\tcontentContainer.className = 'scroll-page-content scroll-auto-animate-page';\n\t\t\t\tcontentContainer.style.display = 'none';\n\t\t\t\tpreviousSlide.closest( '.scroll-page-content' ).parentNode.appendChild( contentContainer );\n\t\t\t}\n\t\t\telse {\n\t\t\t\t// Wrap the slide in a page element and hide its overflow\n\t\t\t\t// so that no page ever flows onto another\n\t\t\t\tconst page = document.createElement( 'div' );\n\t\t\t\tpage.className = 'scroll-page';\n\t\t\t\tpageElements.push( page );\n\n\t\t\t\t// This transfers over the background of the vertical stack containing\n\t\t\t\t// the slide if it exists. Otherwise, it uses the presentation-wide\n\t\t\t\t// background.\n\t\t\t\tif( isVertical && horizontalBackgrounds.length > h ) {\n\t\t\t\t\tconst slideBackground = horizontalBackgrounds[h];\n\t\t\t\t\tconst pageBackground = window.getComputedStyle( slideBackground );\n\n\t\t\t\t\tif( pageBackground && pageBackground.background ) {\n\t\t\t\t\t\tpage.style.background = pageBackground.background;\n\t\t\t\t\t}\n\t\t\t\t\telse if( presentationBackground ) {\n\t\t\t\t\t\tpage.style.background = presentationBackground;\n\t\t\t\t\t}\n\t\t\t\t} else if( presentationBackground ) {\n\t\t\t\t\tpage.style.background = presentationBackground;\n\t\t\t\t}\n\n\t\t\t\tconst stickyContainer = document.createElement( 'div' );\n\t\t\t\tstickyContainer.className = 'scroll-page-sticky';\n\t\t\t\tpage.appendChild( stickyContainer );\n\n\t\t\t\tcontentContainer = document.createElement( 'div' );\n\t\t\t\tcontentContainer.className = 'scroll-page-content';\n\t\t\t\tstickyContainer.appendChild( contentContainer );\n\t\t\t}\n\n\t\t\tcontentContainer.appendChild( slide );\n\n\t\t\tslide.classList.remove( 'past', 'future' );\n\t\t\tslide.setAttribute( 'data-index-h', h );\n\t\t\tslide.setAttribute( 'data-index-v', v );\n\n\t\t\tif( slide.slideBackgroundElement ) {\n\t\t\t\tslide.slideBackgroundElement.remove( 'past', 'future' );\n\t\t\t\tcontentContainer.insertBefore( slide.slideBackgroundElement, slide );\n\t\t\t}\n\n\t\t\tpreviousSlide = slide;\n\n\t\t}\n\n\t\t// Slide and slide background layout\n\t\thorizontalSlides.forEach( ( horizontalSlide, h ) => {\n\n\t\t\tif( this.Reveal.isVerticalStack( horizontalSlide ) ) {\n\t\t\t\thorizontalSlide.querySelectorAll( 'section' ).forEach( ( verticalSlide, v ) => {\n\t\t\t\t\tcreatePageElement( verticalSlide, h, v, true );\n\t\t\t\t});\n\t\t\t}\n\t\t\telse {\n\t\t\t\tcreatePageElement( horizontalSlide, h, 0 );\n\t\t\t}\n\n\t\t}, this );\n\n\t\tthis.createProgressBar();\n\n\t\t// Remove leftover stacks\n\t\tqueryAll( this.Reveal.getRevealElement(), '.stack' ).forEach( stack => stack.remove() );\n\n\t\t// Add our newly created pages to the DOM\n\t\tpageElements.forEach( page => pageContainer.appendChild( page ) );\n\n\t\t// Re-run JS-based content layout after the slide is added to page DOM\n\t\tthis.Reveal.slideContent.layout( this.Reveal.getSlidesElement() );\n\n\t\tthis.Reveal.layout();\n\t\tthis.Reveal.setState( stateBeforeActivation );\n\n\t\tthis.activatedCallbacks.forEach( callback => callback() );\n\t\tthis.activatedCallbacks = [];\n\n\t\tthis.restoreScrollPosition();\n\n\t\tthis.viewportElement.classList.remove( 'loading-scroll-mode' );\n\t\tthis.viewportElement.addEventListener( 'scroll', this.onScroll, { passive: true } );\n\n\t}\n\n\t/**\n\t * Deactivates the scroll view and restores the standard slide-based\n\t * presentation.\n\t */\n\tdeactivate() {\n\n\t\tif( !this.active ) return;\n\n\t\tconst stateBeforeDeactivation = this.Reveal.getState();\n\n\t\tthis.active = false;\n\n\t\tthis.viewportElement.removeEventListener( 'scroll', this.onScroll );\n\t\tthis.viewportElement.classList.remove( 'reveal-scroll' );\n\n\t\tthis.removeProgressBar();\n\n\t\tthis.Reveal.getSlidesElement().innerHTML = this.slideHTMLBeforeActivation;\n\t\tthis.Reveal.sync();\n\t\tthis.Reveal.setState( stateBeforeDeactivation );\n\n\t\tthis.slideHTMLBeforeActivation = null;\n\n\t}\n\n\ttoggle( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? this.activate() : this.deactivate();\n\t\t}\n\t\telse {\n\t\t\tthis.isActive() ? this.deactivate() : this.activate();\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if the scroll view is currently active.\n\t */\n\tisActive() {\n\n\t\treturn this.active;\n\n\t}\n\n\t/**\n\t * Renders the progress bar component.\n\t */\n\tcreateProgressBar() {\n\n\t\tthis.progressBar = document.createElement( 'div' );\n\t\tthis.progressBar.className = 'scrollbar';\n\n\t\tthis.progressBarInner = document.createElement( 'div' );\n\t\tthis.progressBarInner.className = 'scrollbar-inner';\n\t\tthis.progressBar.appendChild( this.progressBarInner );\n\n\t\tthis.progressBarPlayhead = document.createElement( 'div' );\n\t\tthis.progressBarPlayhead.className = 'scrollbar-playhead';\n\t\tthis.progressBarInner.appendChild( this.progressBarPlayhead );\n\n\t\tthis.viewportElement.insertBefore( this.progressBar, this.viewportElement.firstChild );\n\n\t\tconst handleDocumentMouseMove\t= ( event ) => {\n\n\t\t\tlet progress = ( event.clientY - this.progressBarInner.getBoundingClientRect().top ) / this.progressBarHeight;\n\t\t\tprogress = Math.max( Math.min( progress, 1 ), 0 );\n\n\t\t\tthis.viewportElement.scrollTop = progress * ( this.viewportElement.scrollHeight - this.viewportElement.offsetHeight );\n\n\t\t};\n\n\t\tconst handleDocumentMouseUp = ( event ) => {\n\n\t\t\tthis.draggingProgressBar = false;\n\t\t\tthis.showProgressBar();\n\n\t\t\tdocument.removeEventListener( 'mousemove', handleDocumentMouseMove );\n\t\t\tdocument.removeEventListener( 'mouseup', handleDocumentMouseUp );\n\n\t\t};\n\n\t\tconst handleMouseDown = ( event ) => {\n\n\t\t\tevent.preventDefault();\n\n\t\t\tthis.draggingProgressBar = true;\n\n\t\t\tdocument.addEventListener( 'mousemove', handleDocumentMouseMove );\n\t\t\tdocument.addEventListener( 'mouseup', handleDocumentMouseUp );\n\n\t\t\thandleDocumentMouseMove( event );\n\n\t\t};\n\n\t\tthis.progressBarInner.addEventListener( 'mousedown', handleMouseDown );\n\n\t}\n\n\tremoveProgressBar() {\n\n\t\tif( this.progressBar ) {\n\t\t\tthis.progressBar.remove();\n\t\t\tthis.progressBar = null;\n\t\t}\n\n\t}\n\n\tlayout() {\n\n\t\tif( this.isActive() ) {\n\t\t\tthis.syncPages();\n\t\t\tthis.syncScrollPosition();\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates our pages to match the latest configuration and\n\t * presentation size.\n\t */\n\tsyncPages() {\n\n\t\tconst config = this.Reveal.getConfig();\n\n\t\tconst slideSize = this.Reveal.getComputedSlideSize( window.innerWidth, window.innerHeight );\n\t\tconst scale = this.Reveal.getScale();\n\t\tconst useCompactLayout = config.scrollLayout === 'compact';\n\n\t\tconst viewportHeight = this.viewportElement.offsetHeight;\n\t\tconst compactHeight = slideSize.height * scale;\n\t\tconst pageHeight = useCompactLayout ? compactHeight : viewportHeight;\n\n\t\t// The height that needs to be scrolled between scroll triggers\n\t\tthis.scrollTriggerHeight = useCompactLayout ? compactHeight : viewportHeight;\n\n\t\tthis.viewportElement.style.setProperty( '--page-height', pageHeight + 'px' );\n\t\tthis.viewportElement.style.scrollSnapType = typeof config.scrollSnap === 'string' ? `y ${config.scrollSnap}` : '';\n\n\t\t// This will hold all scroll triggers used to show/hide slides\n\t\tthis.slideTriggers = [];\n\n\t\tconst pageElements = Array.from( this.Reveal.getRevealElement().querySelectorAll( '.scroll-page' ) );\n\n\t\tthis.pages = pageElements.map( pageElement => {\n\t\t\tconst page = this.createPage({\n\t\t\t\tpageElement,\n\t\t\t\tslideElement: pageElement.querySelector( 'section' ),\n\t\t\t\tstickyElement: pageElement.querySelector( '.scroll-page-sticky' ),\n\t\t\t\tcontentElement: pageElement.querySelector( '.scroll-page-content' ),\n\t\t\t\tbackgroundElement: pageElement.querySelector( '.slide-background' ),\n\t\t\t\tautoAnimateElements: pageElement.querySelectorAll( '.scroll-auto-animate-page' ),\n\t\t\t\tautoAnimatePages: []\n\t\t\t});\n\n\t\t\tpage.pageElement.style.setProperty( '--slide-height', config.center === true ? 'auto' : slideSize.height + 'px' );\n\n\t\t\tthis.slideTriggers.push({\n\t\t\t\tpage: page,\n\t\t\t\tactivate: () => this.activatePage( page ),\n\t\t\t\tdeactivate: () => this.deactivatePage( page )\n\t\t\t});\n\n\t\t\t// Create scroll triggers that show/hide fragments\n\t\t\tthis.createFragmentTriggersForPage( page );\n\n\t\t\t// Create scroll triggers for triggering auto-animate steps\n\t\t\tif( page.autoAnimateElements.length > 0 ) {\n\t\t\t\tthis.createAutoAnimateTriggersForPage( page );\n\t\t\t}\n\n\t\t\tlet totalScrollTriggerCount = Math.max( page.scrollTriggers.length - 1, 0 );\n\n\t\t\t// Each auto-animate step may include its own scroll triggers\n\t\t\t// for fragments, ensure we count those as well\n\t\t\ttotalScrollTriggerCount += page.autoAnimatePages.reduce( ( total, page ) => {\n\t\t\t\treturn total + Math.max( page.scrollTriggers.length - 1, 0 );\n\t\t\t}, page.autoAnimatePages.length );\n\n\t\t\t// Clean up from previous renders\n\t\t\tpage.pageElement.querySelectorAll( '.scroll-snap-point' ).forEach( el => el.remove() );\n\n\t\t\t// Create snap points for all scroll triggers\n\t\t\t// - Can't be absolute in FF\n\t\t\t// - Can't be 0-height in Safari\n\t\t\t// - Can't use snap-align on parent in Safari because then\n\t\t\t//   inner triggers won't work\n\t\t\tfor( let i = 0; i < totalScrollTriggerCount + 1; i++ ) {\n\t\t\t\tconst triggerStick = document.createElement( 'div' );\n\t\t\t\ttriggerStick.className = 'scroll-snap-point';\n\t\t\t\ttriggerStick.style.height = this.scrollTriggerHeight + 'px';\n\t\t\t\ttriggerStick.style.scrollSnapAlign = useCompactLayout ? 'center' : 'start';\n\t\t\t\tpage.pageElement.appendChild( triggerStick );\n\n\t\t\t\tif( i === 0 ) {\n\t\t\t\t\ttriggerStick.style.marginTop = -this.scrollTriggerHeight + 'px';\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// In the compact layout, only slides with scroll triggers cover the\n\t\t\t// full viewport height. This helps avoid empty gaps before or after\n\t\t\t// a sticky slide.\n\t\t\tif( useCompactLayout && page.scrollTriggers.length > 0 ) {\n\t\t\t\tpage.pageHeight = viewportHeight;\n\t\t\t\tpage.pageElement.style.setProperty( '--page-height', viewportHeight + 'px' );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tpage.pageHeight = pageHeight;\n\t\t\t\tpage.pageElement.style.removeProperty( '--page-height' );\n\t\t\t}\n\n\t\t\t// Add scroll padding based on how many scroll triggers we have\n\t\t\tpage.scrollPadding = this.scrollTriggerHeight * totalScrollTriggerCount;\n\n\t\t\t// The total height including scrollable space\n\t\t\tpage.totalHeight = page.pageHeight + page.scrollPadding;\n\n\t\t\t// This is used to pad the height of our page in CSS\n\t\t\tpage.pageElement.style.setProperty( '--page-scroll-padding', page.scrollPadding + 'px' );\n\n\t\t\t// If this is a sticky page, stick it to the vertical center\n\t\t\tif( totalScrollTriggerCount > 0 ) {\n\t\t\t\tpage.stickyElement.style.position = 'sticky';\n\t\t\t\tpage.stickyElement.style.top = Math.max( ( viewportHeight - page.pageHeight ) / 2, 0 ) + 'px';\n\t\t\t}\n\t\t\telse {\n\t\t\t\tpage.stickyElement.style.position = 'relative';\n\t\t\t\tpage.pageElement.style.scrollSnapAlign = page.pageHeight < viewportHeight ? 'center' : 'start';\n\t\t\t}\n\n\t\t\treturn page;\n\t\t} );\n\n\t\tthis.setTriggerRanges();\n\n\t\t/*\n\t\tconsole.log(this.slideTriggers.map( t => {\n\t\t\treturn {\n\t\t\t\trange: `${t.range[0].toFixed(2)}-${t.range[1].toFixed(2)}`,\n\t\t\t\ttriggers: t.page.scrollTriggers.map( t => {\n\t\t\t\t\treturn `${t.range[0].toFixed(2)}-${t.range[1].toFixed(2)}`\n\t\t\t\t}).join( ', ' ),\n\t\t\t}\n\t\t}))\n\t\t*/\n\n\t\tthis.viewportElement.setAttribute( 'data-scrollbar', config.scrollProgress );\n\n\t\tif( config.scrollProgress && this.totalScrollTriggerCount > 1 ) {\n\t\t\t// Create the progress bar if it doesn't already exist\n\t\t\tif( !this.progressBar ) this.createProgressBar();\n\n\t\t\tthis.syncProgressBar();\n\t\t}\n\t\telse {\n\t\t\tthis.removeProgressBar();\n\t\t}\n\n\t}\n\n\t/**\n\t * Calculates and sets the scroll range for all of our scroll\n\t * triggers.\n\t */\n\tsetTriggerRanges() {\n\n\t\t// Calculate the total number of scroll triggers\n\t\tthis.totalScrollTriggerCount = this.slideTriggers.reduce( ( total, trigger ) => {\n\t\t\treturn total + Math.max( trigger.page.scrollTriggers.length, 1 );\n\t\t}, 0 );\n\n\t\tlet rangeStart = 0;\n\n\t\t// Calculate the scroll range of each scroll trigger on a scale\n\t\t// of 0-1\n\t\tthis.slideTriggers.forEach( ( trigger, i ) => {\n\t\t\ttrigger.range = [\n\t\t\t\trangeStart,\n\t\t\t\trangeStart + Math.max( trigger.page.scrollTriggers.length, 1 ) / this.totalScrollTriggerCount\n\t\t\t];\n\n\t\t\tconst scrollTriggerSegmentSize = ( trigger.range[1] - trigger.range[0] ) / trigger.page.scrollTriggers.length;\n\t\t\t// Set the range for each inner scroll trigger\n\t\t\ttrigger.page.scrollTriggers.forEach( ( scrollTrigger, i ) => {\n\t\t\t\tscrollTrigger.range = [\n\t\t\t\t\trangeStart + i * scrollTriggerSegmentSize,\n\t\t\t\t\trangeStart + ( i + 1 ) * scrollTriggerSegmentSize\n\t\t\t\t];\n\t\t\t} );\n\n\t\t\trangeStart = trigger.range[1];\n\t\t} );\n\n\t}\n\n\t/**\n\t * Creates one scroll trigger for each fragments in the given page.\n\t *\n\t * @param {*} page\n\t */\n\tcreateFragmentTriggersForPage( page, slideElement ) {\n\n\t\tslideElement = slideElement || page.slideElement;\n\n\t\t// Each fragment 'group' is an array containing one or more\n\t\t// fragments. Multiple fragments that appear at the same time\n\t\t// are part of the same group.\n\t\tconst fragmentGroups = this.Reveal.fragments.sort( slideElement.querySelectorAll( '.fragment' ), true );\n\n\t\t// Create scroll triggers that show/hide fragments\n\t\tif( fragmentGroups.length ) {\n\t\t\tpage.fragments = this.Reveal.fragments.sort( slideElement.querySelectorAll( '.fragment:not(.disabled)' ) );\n\t\t\tpage.scrollTriggers.push(\n\t\t\t\t// Trigger for the initial state with no fragments visible\n\t\t\t\t{\n\t\t\t\t\tactivate: () => {\n\t\t\t\t\t\tthis.Reveal.fragments.update( -1, page.fragments, slideElement );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t);\n\n\t\t\t// Triggers for each fragment group\n\t\t\tfragmentGroups.forEach( ( fragments, i ) => {\n\t\t\t\tpage.scrollTriggers.push({\n\t\t\t\t\tactivate: () => {\n\t\t\t\t\t\tthis.Reveal.fragments.update( i, page.fragments, slideElement );\n\t\t\t\t\t}\n\t\t\t\t});\n\t\t\t} );\n\t\t}\n\n\n\t\treturn page.scrollTriggers.length;\n\n\t}\n\n\t/**\n\t * Creates scroll triggers for the auto-animate steps in the\n\t * given page.\n\t *\n\t * @param {*} page\n\t */\n\tcreateAutoAnimateTriggersForPage( page ) {\n\n\t\tif( page.autoAnimateElements.length > 0 ) {\n\n\t\t\t// Triggers for each subsequent auto-animate slide\n\t\t\tthis.slideTriggers.push( ...Array.from( page.autoAnimateElements ).map( ( autoAnimateElement, i ) => {\n\t\t\t\tlet autoAnimatePage = this.createPage({\n\t\t\t\t\tslideElement: autoAnimateElement.querySelector( 'section' ),\n\t\t\t\t\tcontentElement: autoAnimateElement,\n\t\t\t\t\tbackgroundElement: autoAnimateElement.querySelector( '.slide-background' )\n\t\t\t\t});\n\n\t\t\t\t// Create fragment scroll triggers for the auto-animate slide\n\t\t\t\tthis.createFragmentTriggersForPage( autoAnimatePage, autoAnimatePage.slideElement );\n\n\t\t\t\tpage.autoAnimatePages.push( autoAnimatePage );\n\n\t\t\t\t// Return our slide trigger\n\t\t\t\treturn {\n\t\t\t\t\tpage: autoAnimatePage,\n\t\t\t\t\tactivate: () => this.activatePage( autoAnimatePage ),\n\t\t\t\t\tdeactivate: () => this.deactivatePage( autoAnimatePage )\n\t\t\t\t};\n\t\t\t}));\n\t\t}\n\n\t}\n\n\t/**\n\t * Helper method for creating a page definition and adding\n\t * required fields. A \"page\" is a slide or auto-animate step.\n\t */\n\tcreatePage( page ) {\n\n\t\tpage.scrollTriggers = [];\n\t\tpage.indexh = parseInt( page.slideElement.getAttribute( 'data-index-h' ), 10 );\n\t\tpage.indexv = parseInt( page.slideElement.getAttribute( 'data-index-v' ), 10 );\n\n\t\treturn page;\n\n\t}\n\n\t/**\n\t * Rerenders progress bar segments so that they match the current\n\t * reveal.js config and size.\n\t */\n\tsyncProgressBar() {\n\n\t\tthis.progressBarInner.querySelectorAll( '.scrollbar-slide' ).forEach( slide => slide.remove() );\n\n\t\tconst scrollHeight = this.viewportElement.scrollHeight;\n\t\tconst viewportHeight = this.viewportElement.offsetHeight;\n\t\tconst viewportHeightFactor = viewportHeight / scrollHeight;\n\n\t\tthis.progressBarHeight = this.progressBarInner.offsetHeight;\n\t\tthis.playheadHeight = Math.max( viewportHeightFactor * this.progressBarHeight, MIN_PLAYHEAD_HEIGHT );\n\t\tthis.progressBarScrollableHeight = this.progressBarHeight - this.playheadHeight;\n\n\t\tconst progressSegmentHeight = viewportHeight / scrollHeight * this.progressBarHeight;\n\t\tconst spacing = Math.min( progressSegmentHeight / 8, MAX_PROGRESS_SPACING );\n\n\t\tthis.progressBarPlayhead.style.height = this.playheadHeight - spacing + 'px';\n\n\t\t// Don't show individual segments if they're too small\n\t\tif( progressSegmentHeight > MIN_PROGRESS_SEGMENT_HEIGHT ) {\n\n\t\t\tthis.slideTriggers.forEach( slideTrigger => {\n\n\t\t\t\tconst { page } = slideTrigger;\n\n\t\t\t\t// Visual representation of a slide\n\t\t\t\tpage.progressBarSlide = document.createElement( 'div' );\n\t\t\t\tpage.progressBarSlide.className = 'scrollbar-slide';\n\t\t\t\tpage.progressBarSlide.style.top = slideTrigger.range[0] * this.progressBarHeight + 'px';\n\t\t\t\tpage.progressBarSlide.style.height = ( slideTrigger.range[1] - slideTrigger.range[0] ) * this.progressBarHeight - spacing + 'px';\n\t\t\t\tpage.progressBarSlide.classList.toggle( 'has-triggers', page.scrollTriggers.length > 0 );\n\t\t\t\tthis.progressBarInner.appendChild( page.progressBarSlide );\n\n\t\t\t\t// Visual representations of each scroll trigger\n\t\t\t\tpage.scrollTriggerElements = page.scrollTriggers.map( ( trigger, i ) => {\n\n\t\t\t\t\tconst triggerElement = document.createElement( 'div' );\n\t\t\t\t\ttriggerElement.className = 'scrollbar-trigger';\n\t\t\t\t\ttriggerElement.style.top = ( trigger.range[0] - slideTrigger.range[0] ) * this.progressBarHeight + 'px';\n\t\t\t\t\ttriggerElement.style.height = ( trigger.range[1] - trigger.range[0] ) * this.progressBarHeight - spacing + 'px';\n\t\t\t\t\tpage.progressBarSlide.appendChild( triggerElement );\n\n\t\t\t\t\tif( i === 0 ) triggerElement.style.display = 'none';\n\n\t\t\t\t\treturn triggerElement;\n\n\t\t\t\t} );\n\n\t\t\t} );\n\n\t\t}\n\t\telse {\n\n\t\t\tthis.pages.forEach( page => page.progressBarSlide = null );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Reads the current scroll position and updates our active\n\t * trigger states accordingly.\n\t */\n\tsyncScrollPosition() {\n\n\t\tconst viewportHeight = this.viewportElement.offsetHeight;\n\t\tconst viewportHeightFactor = viewportHeight / this.viewportElement.scrollHeight;\n\n\t\tconst scrollTop = this.viewportElement.scrollTop;\n\t\tconst scrollHeight = this.viewportElement.scrollHeight - viewportHeight\n\t\tconst scrollProgress = Math.max( Math.min( scrollTop / scrollHeight, 1 ), 0 );\n\t\tconst scrollProgressMid = Math.max( Math.min( ( scrollTop + viewportHeight / 2 ) / this.viewportElement.scrollHeight, 1 ), 0 );\n\n\t\tlet activePage;\n\n\t\tthis.slideTriggers.forEach( ( trigger ) => {\n\t\t\tconst { page } = trigger;\n\n\t\t\tconst shouldPreload = scrollProgress >= trigger.range[0] - viewportHeightFactor*2 &&\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tscrollProgress <= trigger.range[1] + viewportHeightFactor*2;\n\n\t\t\t// Load slides that are within the preload range\n\t\t\tif( shouldPreload && !page.loaded ) {\n\t\t\t\tpage.loaded = true;\n\t\t\t\tthis.Reveal.slideContent.load( page.slideElement );\n\t\t\t}\n\t\t\telse if( page.loaded ) {\n\t\t\t\tpage.loaded = false;\n\t\t\t\tthis.Reveal.slideContent.unload( page.slideElement );\n\t\t\t}\n\n\t\t\t// If we're within this trigger range, activate it\n\t\t\tif( scrollProgress >= trigger.range[0] && scrollProgress <= trigger.range[1] ) {\n\t\t\t\tthis.activateTrigger( trigger );\n\t\t\t\tactivePage = trigger.page;\n\t\t\t}\n\t\t\t// .. otherwise deactivate\n\t\t\telse if( trigger.active ) {\n\t\t\t\tthis.deactivateTrigger( trigger );\n\t\t\t}\n\t\t} );\n\n\t\t// Each page can have its own scroll triggers, check if any of those\n\t\t// need to be activated/deactivated\n\t\tif( activePage ) {\n\t\t\tactivePage.scrollTriggers.forEach( ( trigger ) => {\n\t\t\t\tif( scrollProgressMid >= trigger.range[0] && scrollProgressMid <= trigger.range[1] ) {\n\t\t\t\t\tthis.activateTrigger( trigger );\n\t\t\t\t}\n\t\t\t\telse if( trigger.active ) {\n\t\t\t\t\tthis.deactivateTrigger( trigger );\n\t\t\t\t}\n\t\t\t} );\n\t\t}\n\n\t\t// Update our visual progress indication\n\t\tthis.setProgressBarValue( scrollTop / ( this.viewportElement.scrollHeight - viewportHeight ) );\n\n\t}\n\n\t/**\n\t * Moves the progress bar playhead to the specified position.\n\t *\n\t * @param {number} progress 0-1\n\t */\n\tsetProgressBarValue( progress ) {\n\n\t\tif( this.progressBar ) {\n\n\t\t\tthis.progressBarPlayhead.style.transform = `translateY(${progress * this.progressBarScrollableHeight}px)`;\n\n\t\t\tthis.getAllPages()\n\t\t\t\t.filter( page => page.progressBarSlide )\n\t\t\t\t.forEach( ( page ) => {\n\t\t\t\t\tpage.progressBarSlide.classList.toggle( 'active', page.active === true );\n\n\t\t\t\t\tpage.scrollTriggers.forEach( ( trigger, i ) => {\n\t\t\t\t\t\tpage.scrollTriggerElements[i].classList.toggle( 'active', page.active === true && trigger.active === true );\n\t\t\t\t\t} );\n\t\t\t\t} );\n\n\t\t\tthis.showProgressBar();\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Show the progress bar and, if configured, automatically hide\n\t * it after a delay.\n\t */\n\tshowProgressBar() {\n\n\t\tthis.progressBar.classList.add( 'visible' );\n\n\t\tclearTimeout( this.hideProgressBarTimeout );\n\n\t\tif( this.Reveal.getConfig().scrollProgress === 'auto' && !this.draggingProgressBar ) {\n\n\t\t\tthis.hideProgressBarTimeout = setTimeout( () => {\n\t\t\t\tif( this.progressBar ) {\n\t\t\t\t\tthis.progressBar.classList.remove( 'visible' );\n\t\t\t\t}\n\t\t\t}, HIDE_SCROLLBAR_TIMEOUT );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Scroll to the previous page.\n\t */\n\tprev() {\n\n\t\tthis.viewportElement.scrollTop -= this.scrollTriggerHeight;\n\n\t}\n\n\t/**\n\t * Scroll to the next page.\n\t */\n\tnext() {\n\n\t\tthis.viewportElement.scrollTop += this.scrollTriggerHeight;\n\n\t}\n\n\t/**\n\t * Scrolls the given slide element into view.\n\t *\n\t * @param {HTMLElement} slideElement\n\t */\n\tscrollToSlide( slideElement ) {\n\n\t\t// If the scroll view isn't active yet, queue this action\n\t\tif( !this.active ) {\n\t\t\tthis.activatedCallbacks.push( () => this.scrollToSlide( slideElement ) );\n\t\t}\n\t\telse {\n\t\t\t// Find the trigger for this slide\n\t\t\tconst trigger = this.getScrollTriggerBySlide( slideElement );\n\n\t\t\tif( trigger ) {\n\t\t\t\t// Use the trigger's range to calculate the scroll position\n\t\t\t\tthis.viewportElement.scrollTop = trigger.range[0] * ( this.viewportElement.scrollHeight - this.viewportElement.offsetHeight );\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Persists the current scroll position to session storage\n\t * so that it can be restored.\n\t */\n\tstoreScrollPosition() {\n\n\t\tclearTimeout( this.storeScrollPositionTimeout );\n\n\t\tthis.storeScrollPositionTimeout = setTimeout( () => {\n\t\t\tsessionStorage.setItem( 'reveal-scroll-top', this.viewportElement.scrollTop );\n\t\t\tsessionStorage.setItem( 'reveal-scroll-origin', location.origin + location.pathname );\n\n\t\t\tthis.storeScrollPositionTimeout = null;\n\t\t}, 50 );\n\n\t}\n\n\t/**\n\t * Restores the scroll position when a deck is reloader.\n\t */\n\trestoreScrollPosition() {\n\n\t\tconst scrollPosition = sessionStorage.getItem( 'reveal-scroll-top' );\n\t\tconst scrollOrigin = sessionStorage.getItem( 'reveal-scroll-origin' );\n\n\t\tif( scrollPosition && scrollOrigin === location.origin + location.pathname ) {\n\t\t\tthis.viewportElement.scrollTop = parseInt( scrollPosition, 10 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Activates the given page and starts its embedded content\n\t * if there is any.\n\t *\n\t * @param {object} page\n\t */\n\tactivatePage( page ) {\n\n\t\tif( !page.active ) {\n\n\t\t\tpage.active = true;\n\n\t\t\tconst { slideElement, backgroundElement, contentElement, indexh, indexv } = page;\n\n\t\t\tcontentElement.style.display = 'block';\n\n\t\t\tslideElement.classList.add( 'present' );\n\n\t\t\tif( backgroundElement ) {\n\t\t\t\tbackgroundElement.classList.add( 'present' );\n\t\t\t}\n\n\t\t\tthis.Reveal.setCurrentScrollPage( slideElement, indexh, indexv );\n\t\t\tthis.Reveal.backgrounds.bubbleSlideContrastClassToElement( slideElement, this.viewportElement );\n\n\t\t\t// If this page is part of an auto-animation there will be one\n\t\t\t// content element per auto-animated page. We need to show the\n\t\t\t// current page and hide all others.\n\t\t\tArray.from( contentElement.parentNode.querySelectorAll( '.scroll-page-content' ) ).forEach( sibling => {\n\t\t\t\tif( sibling !== contentElement ) {\n\t\t\t\t\tsibling.style.display = 'none';\n\t\t\t\t}\n\t\t\t});\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Deactivates the page after it has been visible.\n\t *\n\t * @param {object} page\n\t */\n\tdeactivatePage( page ) {\n\n\t\tif( page.active ) {\n\n\t\t\tpage.active = false;\n\t\t\tif( page.slideElement ) page.slideElement.classList.remove( 'present' );\n\t\t\tif( page.backgroundElement ) page.backgroundElement.classList.remove( 'present' );\n\n\t\t}\n\n\t}\n\n\tactivateTrigger( trigger ) {\n\n\t\tif( !trigger.active ) {\n\t\t\ttrigger.active = true;\n\t\t\ttrigger.activate();\n\t\t}\n\n\t}\n\n\tdeactivateTrigger( trigger ) {\n\n\t\tif( trigger.active ) {\n\t\t\ttrigger.active = false;\n\n\t\t\tif( trigger.deactivate ) {\n\t\t\t\ttrigger.deactivate();\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Retrieve a slide by its original h/v index (i.e. the indices the\n\t * slide had before being linearized).\n\t *\n\t * @param {number} h\n\t * @param {number} v\n\t * @returns {HTMLElement}\n\t */\n\tgetSlideByIndices( h, v ) {\n\n\t\tconst page = this.getAllPages().find( page => {\n\t\t\treturn page.indexh === h && page.indexv === v;\n\t\t} );\n\n\t\treturn page ? page.slideElement : null;\n\n\t}\n\n\t/**\n\t * Retrieve a list of all scroll triggers for the given slide\n\t * DOM element.\n\t *\n\t * @param {HTMLElement} slide\n\t * @returns {Array}\n\t */\n\tgetScrollTriggerBySlide( slide ) {\n\n\t\treturn this.slideTriggers.find( trigger => trigger.page.slideElement === slide );\n\n\t}\n\n\t/**\n\t * Get a list of all pages in the scroll view. This includes\n\t * both top-level slides and auto-animate steps.\n\t *\n\t * @returns {Array}\n\t */\n\tgetAllPages() {\n\n\t\treturn this.pages.flatMap( page => [page, ...(page.autoAnimatePages || [])] );\n\n\t}\n\n\tonScroll() {\n\n\t\tthis.syncScrollPosition();\n\t\tthis.storeScrollPosition();\n\n\t}\n\n\tget viewportElement() {\n\n\t\treturn this.Reveal.getViewportElement();\n\n\t}\n\n}\n","import { SLIDES_SELECTOR } from '../utils/constants.js'\nimport { queryAll, createStyleSheet } from '../utils/util.js'\n\n/**\n * Setups up our presentation for printing/exporting to PDF.\n */\nexport default class PrintView {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\t/**\n\t * Configures the presentation for printing to a static\n\t * PDF.\n\t */\n\tasync activate() {\n\n\t\tconst config = this.Reveal.getConfig();\n\t\tconst slides = queryAll( this.Reveal.getRevealElement(), SLIDES_SELECTOR )\n\n\t\t// Compute slide numbers now, before we start duplicating slides\n\t\tconst injectPageNumbers = config.slideNumber && /all|print/i.test( config.showSlideNumber );\n\n\t\tconst slideSize = this.Reveal.getComputedSlideSize( window.innerWidth, window.innerHeight );\n\n\t\t// Dimensions of the PDF pages\n\t\tconst pageWidth = Math.floor( slideSize.width * ( 1 + config.margin ) ),\n\t\t\tpageHeight = Math.floor( slideSize.height * ( 1 + config.margin ) );\n\n\t\t// Dimensions of slides within the pages\n\t\tconst slideWidth = slideSize.width,\n\t\t\tslideHeight = slideSize.height;\n\n\t\tawait new Promise( requestAnimationFrame );\n\n\t\t// Let the browser know what page size we want to print\n\t\tcreateStyleSheet( '@page{size:'+ pageWidth +'px '+ pageHeight +'px; margin: 0px;}' );\n\n\t\t// Limit the size of certain elements to the dimensions of the slide\n\t\tcreateStyleSheet( '.reveal section>img, .reveal section>video, .reveal section>iframe{max-width: '+ slideWidth +'px; max-height:'+ slideHeight +'px}' );\n\n\t\tdocument.documentElement.classList.add( 'reveal-print', 'print-pdf' );\n\t\tdocument.body.style.width = pageWidth + 'px';\n\t\tdocument.body.style.height = pageHeight + 'px';\n\n\t\tconst viewportElement = this.Reveal.getViewportElement();\n\t\tlet presentationBackground;\n\t\tif( viewportElement ) {\n\t\t\tconst viewportStyles = window.getComputedStyle( viewportElement );\n\t\t\tif( viewportStyles && viewportStyles.background ) {\n\t\t\t\tpresentationBackground = viewportStyles.background;\n\t\t\t}\n\t\t}\n\n\t\t// Make sure stretch elements fit on slide\n\t\tawait new Promise( requestAnimationFrame );\n\t\tthis.Reveal.layoutSlideContents( slideWidth, slideHeight );\n\n\t\t// Batch scrollHeight access to prevent layout thrashing\n\t\tawait new Promise( requestAnimationFrame );\n\n\t\tconst slideScrollHeights = slides.map( slide => slide.scrollHeight );\n\n\t\tconst pages = [];\n\t\tconst pageContainer = slides[0].parentNode;\n\t\tlet slideNumber = 1;\n\n\t\t// Slide and slide background layout\n\t\tslides.forEach( function( slide, index ) {\n\n\t\t\t// Vertical stacks are not centred since their section\n\t\t\t// children will be\n\t\t\tif( slide.classList.contains( 'stack' ) === false ) {\n\t\t\t\t// Center the slide inside of the page, giving the slide some margin\n\t\t\t\tlet left = ( pageWidth - slideWidth ) / 2;\n\t\t\t\tlet top = ( pageHeight - slideHeight ) / 2;\n\n\t\t\t\tconst contentHeight = slideScrollHeights[ index ];\n\t\t\t\tlet numberOfPages = Math.max( Math.ceil( contentHeight / pageHeight ), 1 );\n\n\t\t\t\t// Adhere to configured pages per slide limit\n\t\t\t\tnumberOfPages = Math.min( numberOfPages, config.pdfMaxPagesPerSlide );\n\n\t\t\t\t// Center slides vertically\n\t\t\t\tif( numberOfPages === 1 && config.center || slide.classList.contains( 'center' ) ) {\n\t\t\t\t\ttop = Math.max( ( pageHeight - contentHeight ) / 2, 0 );\n\t\t\t\t}\n\n\t\t\t\t// Wrap the slide in a page element and hide its overflow\n\t\t\t\t// so that no page ever flows onto another\n\t\t\t\tconst page = document.createElement( 'div' );\n\t\t\t\tpages.push( page );\n\n\t\t\t\tpage.className = 'pdf-page';\n\t\t\t\tpage.style.height = ( ( pageHeight + config.pdfPageHeightOffset ) * numberOfPages ) + 'px';\n\n\t\t\t\t// Copy the presentation-wide background to each individual\n\t\t\t\t// page when printing\n\t\t\t\tif( presentationBackground ) {\n\t\t\t\t\tpage.style.background = presentationBackground;\n\t\t\t\t}\n\n\t\t\t\tpage.appendChild( slide );\n\n\t\t\t\t// Position the slide inside of the page\n\t\t\t\tslide.style.left = left + 'px';\n\t\t\t\tslide.style.top = top + 'px';\n\t\t\t\tslide.style.width = slideWidth + 'px';\n\n\t\t\t\tthis.Reveal.slideContent.layout( slide );\n\n\t\t\t\tif( slide.slideBackgroundElement ) {\n\t\t\t\t\tpage.insertBefore( slide.slideBackgroundElement, slide );\n\t\t\t\t}\n\n\t\t\t\t// Inject notes if `showNotes` is enabled\n\t\t\t\tif( config.showNotes ) {\n\n\t\t\t\t\t// Are there notes for this slide?\n\t\t\t\t\tconst notes = this.Reveal.getSlideNotes( slide );\n\t\t\t\t\tif( notes ) {\n\n\t\t\t\t\t\tconst notesSpacing = 8;\n\t\t\t\t\t\tconst notesLayout = typeof config.showNotes === 'string' ? config.showNotes : 'inline';\n\t\t\t\t\t\tconst notesElement = document.createElement( 'div' );\n\t\t\t\t\t\tnotesElement.classList.add( 'speaker-notes' );\n\t\t\t\t\t\tnotesElement.classList.add( 'speaker-notes-pdf' );\n\t\t\t\t\t\tnotesElement.setAttribute( 'data-layout', notesLayout );\n\t\t\t\t\t\tnotesElement.innerHTML = notes;\n\n\t\t\t\t\t\tif( notesLayout === 'separate-page' ) {\n\t\t\t\t\t\t\tpages.push( notesElement );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tnotesElement.style.left = notesSpacing + 'px';\n\t\t\t\t\t\t\tnotesElement.style.bottom = notesSpacing + 'px';\n\t\t\t\t\t\t\tnotesElement.style.width = ( pageWidth - notesSpacing*2 ) + 'px';\n\t\t\t\t\t\t\tpage.appendChild( notesElement );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\t// Inject page numbers if `slideNumbers` are enabled\n\t\t\t\tif( injectPageNumbers ) {\n\t\t\t\t\tconst numberElement = document.createElement( 'div' );\n\t\t\t\t\tnumberElement.classList.add( 'slide-number' );\n\t\t\t\t\tnumberElement.classList.add( 'slide-number-pdf' );\n\t\t\t\t\tnumberElement.innerHTML = slideNumber++;\n\t\t\t\t\tpage.appendChild( numberElement );\n\t\t\t\t}\n\n\t\t\t\t// Copy page and show fragments one after another\n\t\t\t\tif( config.pdfSeparateFragments ) {\n\n\t\t\t\t\t// Each fragment 'group' is an array containing one or more\n\t\t\t\t\t// fragments. Multiple fragments that appear at the same time\n\t\t\t\t\t// are part of the same group.\n\t\t\t\t\tconst fragmentGroups = this.Reveal.fragments.sort( page.querySelectorAll( '.fragment' ), true );\n\n\t\t\t\t\tlet previousFragmentStep;\n\n\t\t\t\t\tfragmentGroups.forEach( function( fragments, index ) {\n\n\t\t\t\t\t\t// Remove 'current-fragment' from the previous group\n\t\t\t\t\t\tif( previousFragmentStep ) {\n\t\t\t\t\t\t\tpreviousFragmentStep.forEach( function( fragment ) {\n\t\t\t\t\t\t\t\tfragment.classList.remove( 'current-fragment' );\n\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\t// Show the fragments for the current index\n\t\t\t\t\t\tfragments.forEach( function( fragment ) {\n\t\t\t\t\t\t\tfragment.classList.add( 'visible', 'current-fragment' );\n\t\t\t\t\t\t}, this );\n\n\t\t\t\t\t\t// Create a separate page for the current fragment state\n\t\t\t\t\t\tconst clonedPage = page.cloneNode( true );\n\n\t\t\t\t\t\t// Inject unique page numbers for fragments\n\t\t\t\t\t\tif( injectPageNumbers ) {\n\t\t\t\t\t\t\tconst numberElement = clonedPage.querySelector( '.slide-number-pdf' );\n\t\t\t\t\t\t\tconst fragmentNumber = index + 1;\n\t\t\t\t\t\t\tnumberElement.innerHTML += '.' + fragmentNumber;\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\tpages.push( clonedPage );\n\n\t\t\t\t\t\tpreviousFragmentStep = fragments;\n\n\t\t\t\t\t}, this );\n\n\t\t\t\t\t// Reset the first/original page so that all fragments are hidden\n\t\t\t\t\tfragmentGroups.forEach( function( fragments ) {\n\t\t\t\t\t\tfragments.forEach( function( fragment ) {\n\t\t\t\t\t\t\tfragment.classList.remove( 'visible', 'current-fragment' );\n\t\t\t\t\t\t} );\n\t\t\t\t\t} );\n\n\t\t\t\t}\n\t\t\t\t// Show all fragments\n\t\t\t\telse {\n\t\t\t\t\tqueryAll( page, '.fragment:not(.fade-out)' ).forEach( function( fragment ) {\n\t\t\t\t\t\tfragment.classList.add( 'visible' );\n\t\t\t\t\t} );\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}, this );\n\n\t\tawait new Promise( requestAnimationFrame );\n\n\t\tpages.forEach( page => pageContainer.appendChild( page ) );\n\n\t\t// Re-run JS-based content layout after the slide is added to page DOM\n\t\tthis.Reveal.slideContent.layout( this.Reveal.getSlidesElement() );\n\n\t\t// Notify subscribers that the PDF layout is good to go\n\t\tthis.Reveal.dispatchEvent({ type: 'pdf-ready' });\n\n\t\tviewportElement.classList.remove( 'loading-scroll-mode' );\n\n\t}\n\n\t/**\n\t * Checks if the print mode is/should be activated.\n\t */\n\tisActive() {\n\n\t\treturn this.Reveal.getConfig().view === 'print';\n\n\t}\n\n}","import { extend, queryAll } from '../utils/util.js'\n\n/**\n * Handles sorting and navigation of slide fragments.\n * Fragments are elements within a slide that are\n * revealed/animated incrementally.\n */\nexport default class Fragments {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.fragments === false ) {\n\t\t\tthis.disable();\n\t\t}\n\t\telse if( oldConfig.fragments === false ) {\n\t\t\tthis.enable();\n\t\t}\n\n\t}\n\n\t/**\n\t * If fragments are disabled in the deck, they should all be\n\t * visible rather than stepped through.\n\t */\n\tdisable() {\n\n\t\tqueryAll( this.Reveal.getSlidesElement(), '.fragment' ).forEach( element => {\n\t\t\telement.classList.add( 'visible' );\n\t\t\telement.classList.remove( 'current-fragment' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Reverse of #disable(). Only called if fragments have\n\t * previously been disabled.\n\t */\n\tenable() {\n\n\t\tqueryAll( this.Reveal.getSlidesElement(), '.fragment' ).forEach( element => {\n\t\t\telement.classList.remove( 'visible' );\n\t\t\telement.classList.remove( 'current-fragment' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Returns an object describing the available fragment\n\t * directions.\n\t *\n\t * @return {{prev: boolean, next: boolean}}\n\t */\n\tavailableRoutes() {\n\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tif( currentSlide && this.Reveal.getConfig().fragments ) {\n\t\t\tlet fragments = currentSlide.querySelectorAll( '.fragment:not(.disabled)' );\n\t\t\tlet hiddenFragments = currentSlide.querySelectorAll( '.fragment:not(.disabled):not(.visible)' );\n\n\t\t\treturn {\n\t\t\t\tprev: fragments.length - hiddenFragments.length > 0,\n\t\t\t\tnext: !!hiddenFragments.length\n\t\t\t};\n\t\t}\n\t\telse {\n\t\t\treturn { prev: false, next: false };\n\t\t}\n\n\t}\n\n\t/**\n\t * Return a sorted fragments list, ordered by an increasing\n\t * \"data-fragment-index\" attribute.\n\t *\n\t * Fragments will be revealed in the order that they are returned by\n\t * this function, so you can use the index attributes to control the\n\t * order of fragment appearance.\n\t *\n\t * To maintain a sensible default fragment order, fragments are presumed\n\t * to be passed in document order. This function adds a \"fragment-index\"\n\t * attribute to each node if such an attribute is not already present,\n\t * and sets that attribute to an integer value which is the position of\n\t * the fragment within the fragments list.\n\t *\n\t * @param {object[]|*} fragments\n\t * @param {boolean} grouped If true the returned array will contain\n\t * nested arrays for all fragments with the same index\n\t * @return {object[]} sorted Sorted array of fragments\n\t */\n\tsort( fragments, grouped = false ) {\n\n\t\tfragments = Array.from( fragments );\n\n\t\tlet ordered = [],\n\t\t\tunordered = [],\n\t\t\tsorted = [];\n\n\t\t// Group ordered and unordered elements\n\t\tfragments.forEach( fragment => {\n\t\t\tif( fragment.hasAttribute( 'data-fragment-index' ) ) {\n\t\t\t\tlet index = parseInt( fragment.getAttribute( 'data-fragment-index' ), 10 );\n\n\t\t\t\tif( !ordered[index] ) {\n\t\t\t\t\tordered[index] = [];\n\t\t\t\t}\n\n\t\t\t\tordered[index].push( fragment );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tunordered.push( [ fragment ] );\n\t\t\t}\n\t\t} );\n\n\t\t// Append fragments without explicit indices in their\n\t\t// DOM order\n\t\tordered = ordered.concat( unordered );\n\n\t\t// Manually count the index up per group to ensure there\n\t\t// are no gaps\n\t\tlet index = 0;\n\n\t\t// Push all fragments in their sorted order to an array,\n\t\t// this flattens the groups\n\t\tordered.forEach( group => {\n\t\t\tgroup.forEach( fragment => {\n\t\t\t\tsorted.push( fragment );\n\t\t\t\tfragment.setAttribute( 'data-fragment-index', index );\n\t\t\t} );\n\n\t\t\tindex ++;\n\t\t} );\n\n\t\treturn grouped === true ? ordered : sorted;\n\n\t}\n\n\t/**\n\t * Sorts and formats all of fragments in the\n\t * presentation.\n\t */\n\tsortAll() {\n\n\t\tthis.Reveal.getHorizontalSlides().forEach( horizontalSlide => {\n\n\t\t\tlet verticalSlides = queryAll( horizontalSlide, 'section' );\n\t\t\tverticalSlides.forEach( ( verticalSlide, y ) => {\n\n\t\t\t\tthis.sort( verticalSlide.querySelectorAll( '.fragment' ) );\n\n\t\t\t}, this );\n\n\t\t\tif( verticalSlides.length === 0 ) this.sort( horizontalSlide.querySelectorAll( '.fragment' ) );\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Refreshes the fragments on the current slide so that they\n\t * have the appropriate classes (.visible + .current-fragment).\n\t *\n\t * @param {number} [index] The index of the current fragment\n\t * @param {array} [fragments] Array containing all fragments\n\t * in the current slide\n\t *\n\t * @return {{shown: array, hidden: array}}\n\t */\n\tupdate( index, fragments, slide = this.Reveal.getCurrentSlide() ) {\n\n\t\tlet changedFragments = {\n\t\t\tshown: [],\n\t\t\thidden: []\n\t\t};\n\n\t\tif( slide && this.Reveal.getConfig().fragments ) {\n\n\t\t\tfragments = fragments || this.sort( slide.querySelectorAll( '.fragment' ) );\n\n\t\t\tif( fragments.length ) {\n\n\t\t\t\tlet maxIndex = 0;\n\n\t\t\t\tif( typeof index !== 'number' ) {\n\t\t\t\t\tlet currentFragment = this.sort( slide.querySelectorAll( '.fragment.visible' ) ).pop();\n\t\t\t\t\tif( currentFragment ) {\n\t\t\t\t\t\tindex = parseInt( currentFragment.getAttribute( 'data-fragment-index' ) || 0, 10 );\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t\tArray.from( fragments ).forEach( ( el, i ) => {\n\n\t\t\t\t\tif( el.hasAttribute( 'data-fragment-index' ) ) {\n\t\t\t\t\t\ti = parseInt( el.getAttribute( 'data-fragment-index' ), 10 );\n\t\t\t\t\t}\n\n\t\t\t\t\tmaxIndex = Math.max( maxIndex, i );\n\n\t\t\t\t\t// Visible fragments\n\t\t\t\t\tif( i <= index ) {\n\t\t\t\t\t\tlet wasVisible = el.classList.contains( 'visible' )\n\t\t\t\t\t\tel.classList.add( 'visible' );\n\t\t\t\t\t\tel.classList.remove( 'current-fragment' );\n\n\t\t\t\t\t\tif( i === index ) {\n\t\t\t\t\t\t\t// Announce the fragments one by one to the Screen Reader\n\t\t\t\t\t\t\tthis.Reveal.announceStatus( this.Reveal.getStatusText( el ) );\n\n\t\t\t\t\t\t\tel.classList.add( 'current-fragment' );\n\t\t\t\t\t\t\tthis.Reveal.slideContent.startEmbeddedContent( el );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\tif( !wasVisible ) {\n\t\t\t\t\t\t\tchangedFragments.shown.push( el )\n\t\t\t\t\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\t\t\t\t\ttarget: el,\n\t\t\t\t\t\t\t\ttype: 'visible',\n\t\t\t\t\t\t\t\tbubbles: false\n\t\t\t\t\t\t\t});\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\t// Hidden fragments\n\t\t\t\t\telse {\n\t\t\t\t\t\tlet wasVisible = el.classList.contains( 'visible' )\n\t\t\t\t\t\tel.classList.remove( 'visible' );\n\t\t\t\t\t\tel.classList.remove( 'current-fragment' );\n\n\t\t\t\t\t\tif( wasVisible ) {\n\t\t\t\t\t\t\tthis.Reveal.slideContent.stopEmbeddedContent( el );\n\t\t\t\t\t\t\tchangedFragments.hidden.push( el );\n\t\t\t\t\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\t\t\t\t\ttarget: el,\n\t\t\t\t\t\t\t\ttype: 'hidden',\n\t\t\t\t\t\t\t\tbubbles: false\n\t\t\t\t\t\t\t});\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\n\t\t\t\t} );\n\n\t\t\t\t// Write the current fragment index to the slide <section>.\n\t\t\t\t// This can be used by end users to apply styles based on\n\t\t\t\t// the current fragment index.\n\t\t\t\tindex = typeof index === 'number' ? index : -1;\n\t\t\t\tindex = Math.max( Math.min( index, maxIndex ), -1 );\n\t\t\t\tslide.setAttribute( 'data-fragment', index );\n\n\t\t\t}\n\n\t\t}\n\n\t\tif( changedFragments.hidden.length ) {\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'fragmenthidden',\n\t\t\t\tdata: {\n\t\t\t\t\tfragment: changedFragments.hidden[0],\n\t\t\t\t\tfragments: changedFragments.hidden\n\t\t\t\t}\n\t\t\t});\n\t\t}\n\n\t\tif( changedFragments.shown.length ) {\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'fragmentshown',\n\t\t\t\tdata: {\n\t\t\t\t\tfragment: changedFragments.shown[0],\n\t\t\t\t\tfragments: changedFragments.shown\n\t\t\t\t}\n\t\t\t});\n\t\t}\n\n\t\treturn changedFragments;\n\n\t}\n\n\t/**\n\t * Formats the fragments on the given slide so that they have\n\t * valid indices. Call this if fragments are changed in the DOM\n\t * after reveal.js has already initialized.\n\t *\n\t * @param {HTMLElement} slide\n\t * @return {Array} a list of the HTML fragments that were synced\n\t */\n\tsync( slide = this.Reveal.getCurrentSlide() ) {\n\n\t\treturn this.sort( slide.querySelectorAll( '.fragment' ) );\n\n\t}\n\n\t/**\n\t * Navigate to the specified slide fragment.\n\t *\n\t * @param {?number} index The index of the fragment that\n\t * should be shown, -1 means all are invisible\n\t * @param {number} offset Integer offset to apply to the\n\t * fragment index\n\t *\n\t * @return {boolean} true if a change was made in any\n\t * fragments visibility as part of this call\n\t */\n\tgoto( index, offset = 0 ) {\n\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tif( currentSlide && this.Reveal.getConfig().fragments ) {\n\n\t\t\tlet fragments = this.sort( currentSlide.querySelectorAll( '.fragment:not(.disabled)' ) );\n\t\t\tif( fragments.length ) {\n\n\t\t\t\t// If no index is specified, find the current\n\t\t\t\tif( typeof index !== 'number' ) {\n\t\t\t\t\tlet lastVisibleFragment = this.sort( currentSlide.querySelectorAll( '.fragment:not(.disabled).visible' ) ).pop();\n\n\t\t\t\t\tif( lastVisibleFragment ) {\n\t\t\t\t\t\tindex = parseInt( lastVisibleFragment.getAttribute( 'data-fragment-index' ) || 0, 10 );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tindex = -1;\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t\t// Apply the offset if there is one\n\t\t\t\tindex += offset;\n\n\t\t\t\tlet changedFragments = this.update( index, fragments );\n\n\t\t\t\tthis.Reveal.controls.update();\n\t\t\t\tthis.Reveal.progress.update();\n\n\t\t\t\tif( this.Reveal.getConfig().fragmentInURL ) {\n\t\t\t\t\tthis.Reveal.location.writeURL();\n\t\t\t\t}\n\n\t\t\t\treturn !!( changedFragments.shown.length || changedFragments.hidden.length );\n\n\t\t\t}\n\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Navigate to the next slide fragment.\n\t *\n\t * @return {boolean} true if there was a next fragment,\n\t * false otherwise\n\t */\n\tnext() {\n\n\t\treturn this.goto( null, 1 );\n\n\t}\n\n\t/**\n\t * Navigate to the previous slide fragment.\n\t *\n\t * @return {boolean} true if there was a previous fragment,\n\t * false otherwise\n\t */\n\tprev() {\n\n\t\treturn this.goto( null, -1 );\n\n\t}\n\n}","import { SLIDES_SELECTOR } from '../utils/constants.js'\nimport { extend, queryAll, transformElement } from '../utils/util.js'\n\n/**\n * Handles all logic related to the overview mode\n * (birds-eye view of all slides).\n */\nexport default class Overview {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.active = false;\n\n\t\tthis.onSlideClicked = this.onSlideClicked.bind( this );\n\n\t}\n\n\t/**\n\t * Displays the overview of slides (quick nav) by scaling\n\t * down and arranging all slide elements.\n\t */\n\tactivate() {\n\n\t\t// Only proceed if enabled in config\n\t\tif( this.Reveal.getConfig().overview && !this.Reveal.isScrollView() && !this.isActive() ) {\n\n\t\t\tthis.active = true;\n\n\t\t\tthis.Reveal.getRevealElement().classList.add( 'overview' );\n\n\t\t\t// Don't auto-slide while in overview mode\n\t\t\tthis.Reveal.cancelAutoSlide();\n\n\t\t\t// Move the backgrounds element into the slide container to\n\t\t\t// that the same scaling is applied\n\t\t\tthis.Reveal.getSlidesElement().appendChild( this.Reveal.getBackgroundsElement() );\n\n\t\t\t// Clicking on an overview slide navigates to it\n\t\t\tqueryAll( this.Reveal.getRevealElement(), SLIDES_SELECTOR ).forEach( slide => {\n\t\t\t\tif( !slide.classList.contains( 'stack' ) ) {\n\t\t\t\t\tslide.addEventListener( 'click', this.onSlideClicked, true );\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\t// Calculate slide sizes\n\t\t\tconst margin = 70;\n\t\t\tconst slideSize = this.Reveal.getComputedSlideSize();\n\t\t\tthis.overviewSlideWidth = slideSize.width + margin;\n\t\t\tthis.overviewSlideHeight = slideSize.height + margin;\n\n\t\t\t// Reverse in RTL mode\n\t\t\tif( this.Reveal.getConfig().rtl ) {\n\t\t\t\tthis.overviewSlideWidth = -this.overviewSlideWidth;\n\t\t\t}\n\n\t\t\tthis.Reveal.updateSlidesVisibility();\n\n\t\t\tthis.layout();\n\t\t\tthis.update();\n\n\t\t\tthis.Reveal.layout();\n\n\t\t\tconst indices = this.Reveal.getIndices();\n\n\t\t\t// Notify observers of the overview showing\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'overviewshown',\n\t\t\t\tdata: {\n\t\t\t\t\t'indexh': indices.h,\n\t\t\t\t\t'indexv': indices.v,\n\t\t\t\t\t'currentSlide': this.Reveal.getCurrentSlide()\n\t\t\t\t}\n\t\t\t});\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Uses CSS transforms to position all slides in a grid for\n\t * display inside of the overview mode.\n\t */\n\tlayout() {\n\n\t\t// Layout slides\n\t\tthis.Reveal.getHorizontalSlides().forEach( ( hslide, h ) => {\n\t\t\thslide.setAttribute( 'data-index-h', h );\n\t\t\ttransformElement( hslide, 'translate3d(' + ( h * this.overviewSlideWidth ) + 'px, 0, 0)' );\n\n\t\t\tif( hslide.classList.contains( 'stack' ) ) {\n\n\t\t\t\tqueryAll( hslide, 'section' ).forEach( ( vslide, v ) => {\n\t\t\t\t\tvslide.setAttribute( 'data-index-h', h );\n\t\t\t\t\tvslide.setAttribute( 'data-index-v', v );\n\n\t\t\t\t\ttransformElement( vslide, 'translate3d(0, ' + ( v * this.overviewSlideHeight ) + 'px, 0)' );\n\t\t\t\t} );\n\n\t\t\t}\n\t\t} );\n\n\t\t// Layout slide backgrounds\n\t\tArray.from( this.Reveal.getBackgroundsElement().childNodes ).forEach( ( hbackground, h ) => {\n\t\t\ttransformElement( hbackground, 'translate3d(' + ( h * this.overviewSlideWidth ) + 'px, 0, 0)' );\n\n\t\t\tqueryAll( hbackground, '.slide-background' ).forEach( ( vbackground, v ) => {\n\t\t\t\ttransformElement( vbackground, 'translate3d(0, ' + ( v * this.overviewSlideHeight ) + 'px, 0)' );\n\t\t\t} );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Moves the overview viewport to the current slides.\n\t * Called each time the current slide changes.\n\t */\n\tupdate() {\n\n\t\tconst vmin = Math.min( window.innerWidth, window.innerHeight );\n\t\tconst scale = Math.max( vmin / 5, 150 ) / vmin;\n\t\tconst indices = this.Reveal.getIndices();\n\n\t\tthis.Reveal.transformSlides( {\n\t\t\toverview: [\n\t\t\t\t'scale('+ scale +')',\n\t\t\t\t'translateX('+ ( -indices.h * this.overviewSlideWidth ) +'px)',\n\t\t\t\t'translateY('+ ( -indices.v * this.overviewSlideHeight ) +'px)'\n\t\t\t].join( ' ' )\n\t\t} );\n\n\t}\n\n\t/**\n\t * Exits the slide overview and enters the currently\n\t * active slide.\n\t */\n\tdeactivate() {\n\n\t\t// Only proceed if enabled in config\n\t\tif( this.Reveal.getConfig().overview ) {\n\n\t\t\tthis.active = false;\n\n\t\t\tthis.Reveal.getRevealElement().classList.remove( 'overview' );\n\n\t\t\t// Temporarily add a class so that transitions can do different things\n\t\t\t// depending on whether they are exiting/entering overview, or just\n\t\t\t// moving from slide to slide\n\t\t\tthis.Reveal.getRevealElement().classList.add( 'overview-deactivating' );\n\n\t\t\tsetTimeout( () => {\n\t\t\t\tthis.Reveal.getRevealElement().classList.remove( 'overview-deactivating' );\n\t\t\t}, 1 );\n\n\t\t\t// Move the background element back out\n\t\t\tthis.Reveal.getRevealElement().appendChild( this.Reveal.getBackgroundsElement() );\n\n\t\t\t// Clean up changes made to slides\n\t\t\tqueryAll( this.Reveal.getRevealElement(), SLIDES_SELECTOR ).forEach( slide => {\n\t\t\t\ttransformElement( slide, '' );\n\n\t\t\t\tslide.removeEventListener( 'click', this.onSlideClicked, true );\n\t\t\t} );\n\n\t\t\t// Clean up changes made to backgrounds\n\t\t\tqueryAll( this.Reveal.getBackgroundsElement(), '.slide-background' ).forEach( background => {\n\t\t\t\ttransformElement( background, '' );\n\t\t\t} );\n\n\t\t\tthis.Reveal.transformSlides( { overview: '' } );\n\n\t\t\tconst indices = this.Reveal.getIndices();\n\n\t\t\tthis.Reveal.slide( indices.h, indices.v );\n\t\t\tthis.Reveal.layout();\n\t\t\tthis.Reveal.cueAutoSlide();\n\n\t\t\t// Notify observers of the overview hiding\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'overviewhidden',\n\t\t\t\tdata: {\n\t\t\t\t\t'indexh': indices.h,\n\t\t\t\t\t'indexv': indices.v,\n\t\t\t\t\t'currentSlide': this.Reveal.getCurrentSlide()\n\t\t\t\t}\n\t\t\t});\n\n\t\t}\n\t}\n\n\t/**\n\t * Toggles the slide overview mode on and off.\n\t *\n\t * @param {Boolean} [override] Flag which overrides the\n\t * toggle logic and forcibly sets the desired state. True means\n\t * overview is open, false means it's closed.\n\t */\n\ttoggle( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? this.activate() : this.deactivate();\n\t\t}\n\t\telse {\n\t\t\tthis.isActive() ? this.deactivate() : this.activate();\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if the overview is currently active.\n\t *\n\t * @return {Boolean} true if the overview is active,\n\t * false otherwise\n\t */\n\tisActive() {\n\n\t\treturn this.active;\n\n\t}\n\n\t/**\n\t * Invoked when a slide is and we're in the overview.\n\t *\n\t * @param {object} event\n\t */\n\tonSlideClicked( event ) {\n\n\t\tif( this.isActive() ) {\n\t\t\tevent.preventDefault();\n\n\t\t\tlet element = event.target;\n\n\t\t\twhile( element && !element.nodeName.match( /section/gi ) ) {\n\t\t\t\telement = element.parentNode;\n\t\t\t}\n\n\t\t\tif( element && !element.classList.contains( 'disabled' ) ) {\n\n\t\t\t\tthis.deactivate();\n\n\t\t\t\tif( element.nodeName.match( /section/gi ) ) {\n\t\t\t\t\tlet h = parseInt( element.getAttribute( 'data-index-h' ), 10 ),\n\t\t\t\t\t\tv = parseInt( element.getAttribute( 'data-index-v' ), 10 );\n\n\t\t\t\t\tthis.Reveal.slide( h, v );\n\t\t\t\t}\n\n\t\t\t}\n\t\t}\n\n\t}\n\n}","import { enterFullscreen } from '../utils/util.js'\n\n/**\n * Handles all reveal.js keyboard interactions.\n */\nexport default class Keyboard {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\t// A key:value map of keyboard keys and descriptions of\n\t\t// the actions they trigger\n\t\tthis.shortcuts = {};\n\n\t\t// Holds custom key code mappings\n\t\tthis.bindings = {};\n\n\t\tthis.onDocumentKeyDown = this.onDocumentKeyDown.bind( this );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.navigationMode === 'linear' ) {\n\t\t\tthis.shortcuts['&#8594;  ,  &#8595;  ,  SPACE  ,  N  ,  L  ,  J'] = 'Next slide';\n\t\t\tthis.shortcuts['&#8592;  ,  &#8593;  ,  P  ,  H  ,  K']           = 'Previous slide';\n\t\t}\n\t\telse {\n\t\t\tthis.shortcuts['N  ,  SPACE']   = 'Next slide';\n\t\t\tthis.shortcuts['P  ,  Shift SPACE']             = 'Previous slide';\n\t\t\tthis.shortcuts['&#8592;  ,  H'] = 'Navigate left';\n\t\t\tthis.shortcuts['&#8594;  ,  L'] = 'Navigate right';\n\t\t\tthis.shortcuts['&#8593;  ,  K'] = 'Navigate up';\n\t\t\tthis.shortcuts['&#8595;  ,  J'] = 'Navigate down';\n\t\t}\n\n\t\tthis.shortcuts['Alt + &#8592;/&#8593/&#8594;/&#8595;']        = 'Navigate without fragments';\n\t\tthis.shortcuts['Shift + &#8592;/&#8593/&#8594;/&#8595;']      = 'Jump to first/last slide';\n\t\tthis.shortcuts['B  ,  .']                       = 'Pause';\n\t\tthis.shortcuts['F']                             = 'Fullscreen';\n\t\tthis.shortcuts['G']                             = 'Jump to slide';\n\t\tthis.shortcuts['ESC, O']                        = 'Slide overview';\n\n\t}\n\n\t/**\n\t * Starts listening for keyboard events.\n\t */\n\tbind() {\n\n\t\tdocument.addEventListener( 'keydown', this.onDocumentKeyDown, false );\n\n\t}\n\n\t/**\n\t * Stops listening for keyboard events.\n\t */\n\tunbind() {\n\n\t\tdocument.removeEventListener( 'keydown', this.onDocumentKeyDown, false );\n\n\t}\n\n\t/**\n\t * Add a custom key binding with optional description to\n\t * be added to the help screen.\n\t */\n\taddKeyBinding( binding, callback ) {\n\n\t\tif( typeof binding === 'object' && binding.keyCode ) {\n\t\t\tthis.bindings[binding.keyCode] = {\n\t\t\t\tcallback: callback,\n\t\t\t\tkey: binding.key,\n\t\t\t\tdescription: binding.description\n\t\t\t};\n\t\t}\n\t\telse {\n\t\t\tthis.bindings[binding] = {\n\t\t\t\tcallback: callback,\n\t\t\t\tkey: null,\n\t\t\t\tdescription: null\n\t\t\t};\n\t\t}\n\n\t}\n\n\t/**\n\t * Removes the specified custom key binding.\n\t */\n\tremoveKeyBinding( keyCode ) {\n\n\t\tdelete this.bindings[keyCode];\n\n\t}\n\n\t/**\n\t * Programmatically triggers a keyboard event\n\t *\n\t * @param {int} keyCode\n\t */\n\ttriggerKey( keyCode ) {\n\n\t\tthis.onDocumentKeyDown( { keyCode } );\n\n\t}\n\n\t/**\n\t * Registers a new shortcut to include in the help overlay\n\t *\n\t * @param {String} key\n\t * @param {String} value\n\t */\n\tregisterKeyboardShortcut( key, value ) {\n\n\t\tthis.shortcuts[key] = value;\n\n\t}\n\n\tgetShortcuts() {\n\n\t\treturn this.shortcuts;\n\n\t}\n\n\tgetBindings() {\n\n\t\treturn this.bindings;\n\n\t}\n\n\t/**\n\t * Handler for the document level 'keydown' event.\n\t *\n\t * @param {object} event\n\t */\n\tonDocumentKeyDown( event ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\n\t\t// If there's a condition specified and it returns false,\n\t\t// ignore this event\n\t\tif( typeof config.keyboardCondition === 'function' && config.keyboardCondition(event) === false ) {\n\t\t\treturn true;\n\t\t}\n\n\t\t// If keyboardCondition is set, only capture keyboard events\n\t\t// for embedded decks when they are focused\n\t\tif( config.keyboardCondition === 'focused' && !this.Reveal.isFocused() ) {\n\t\t\treturn true;\n\t\t}\n\n\t\t// Shorthand\n\t\tlet keyCode = event.keyCode;\n\n\t\t// Remember if auto-sliding was paused so we can toggle it\n\t\tlet autoSlideWasPaused = !this.Reveal.isAutoSliding();\n\n\t\tthis.Reveal.onUserInput( event );\n\n\t\t// Is there a focused element that could be using the keyboard?\n\t\tlet activeElementIsCE = document.activeElement && document.activeElement.isContentEditable === true;\n\t\tlet activeElementIsInput = document.activeElement && document.activeElement.tagName && /input|textarea/i.test( document.activeElement.tagName );\n\t\tlet activeElementIsNotes = document.activeElement && document.activeElement.className && /speaker-notes/i.test( document.activeElement.className);\n\n\t\t// Whitelist certain modifiers for slide navigation shortcuts\n\t\tlet keyCodeUsesModifier = [32, 37, 38, 39, 40, 63, 78, 80, 191].indexOf( event.keyCode ) !== -1;\n\n\t\t// Prevent all other events when a modifier is pressed\n\t\tlet unusedModifier = \t!( keyCodeUsesModifier && event.shiftKey || event.altKey ) &&\n\t\t\t\t\t\t\t\t( event.shiftKey || event.altKey || event.ctrlKey || event.metaKey );\n\n\t\t// Disregard the event if there's a focused element or a\n\t\t// keyboard modifier key is present\n\t\tif( activeElementIsCE || activeElementIsInput || activeElementIsNotes || unusedModifier ) return;\n\n\t\t// While paused only allow resume keyboard events; 'b', 'v', '.'\n\t\tlet resumeKeyCodes = [66,86,190,191,112];\n\t\tlet key;\n\n\t\t// Custom key bindings for togglePause should be able to resume\n\t\tif( typeof config.keyboard === 'object' ) {\n\t\t\tfor( key in config.keyboard ) {\n\t\t\t\tif( config.keyboard[key] === 'togglePause' ) {\n\t\t\t\t\tresumeKeyCodes.push( parseInt( key, 10 ) );\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tif( this.Reveal.isPaused() && resumeKeyCodes.indexOf( keyCode ) === -1 ) {\n\t\t\treturn false;\n\t\t}\n\n\t\t// Use linear navigation if we're configured to OR if\n\t\t// the presentation is one-dimensional\n\t\tlet useLinearMode = config.navigationMode === 'linear' || !this.Reveal.hasHorizontalSlides() || !this.Reveal.hasVerticalSlides();\n\n\t\tlet triggered = false;\n\n\t\t// 1. User defined key bindings\n\t\tif( typeof config.keyboard === 'object' ) {\n\n\t\t\tfor( key in config.keyboard ) {\n\n\t\t\t\t// Check if this binding matches the pressed key\n\t\t\t\tif( parseInt( key, 10 ) === keyCode ) {\n\n\t\t\t\t\tlet value = config.keyboard[ key ];\n\n\t\t\t\t\t// Callback function\n\t\t\t\t\tif( typeof value === 'function' ) {\n\t\t\t\t\t\tvalue.apply( null, [ event ] );\n\t\t\t\t\t}\n\t\t\t\t\t// String shortcuts to reveal.js API\n\t\t\t\t\telse if( typeof value === 'string' && typeof this.Reveal[ value ] === 'function' ) {\n\t\t\t\t\t\tthis.Reveal[ value ].call();\n\t\t\t\t\t}\n\n\t\t\t\t\ttriggered = true;\n\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}\n\n\t\t// 2. Registered custom key bindings\n\t\tif( triggered === false ) {\n\n\t\t\tfor( key in this.bindings ) {\n\n\t\t\t\t// Check if this binding matches the pressed key\n\t\t\t\tif( parseInt( key, 10 ) === keyCode ) {\n\n\t\t\t\t\tlet action = this.bindings[ key ].callback;\n\n\t\t\t\t\t// Callback function\n\t\t\t\t\tif( typeof action === 'function' ) {\n\t\t\t\t\t\taction.apply( null, [ event ] );\n\t\t\t\t\t}\n\t\t\t\t\t// String shortcuts to reveal.js API\n\t\t\t\t\telse if( typeof action === 'string' && typeof this.Reveal[ action ] === 'function' ) {\n\t\t\t\t\t\tthis.Reveal[ action ].call();\n\t\t\t\t\t}\n\n\t\t\t\t\ttriggered = true;\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\t// 3. System defined key bindings\n\t\tif( triggered === false ) {\n\n\t\t\t// Assume true and try to prove false\n\t\t\ttriggered = true;\n\n\t\t\t// P, PAGE UP\n\t\t\tif( keyCode === 80 || keyCode === 33 ) {\n\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t}\n\t\t\t// N, PAGE DOWN\n\t\t\telse if( keyCode === 78 || keyCode === 34 ) {\n\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t}\n\t\t\t// H, LEFT\n\t\t\telse if( keyCode === 72 || keyCode === 37 ) {\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.slide( 0 );\n\t\t\t\t}\n\t\t\t\telse if( !this.Reveal.overview.isActive() && useLinearMode ) {\n\t\t\t\t\tif( config.rtl ) {\n\t\t\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.left({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// L, RIGHT\n\t\t\telse if( keyCode === 76 || keyCode === 39 ) {\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.slide( this.Reveal.getHorizontalSlides().length - 1 );\n\t\t\t\t}\n\t\t\t\telse if( !this.Reveal.overview.isActive() && useLinearMode ) {\n\t\t\t\t\tif( config.rtl ) {\n\t\t\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.right({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// K, UP\n\t\t\telse if( keyCode === 75 || keyCode === 38 ) {\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.slide( undefined, 0 );\n\t\t\t\t}\n\t\t\t\telse if( !this.Reveal.overview.isActive() && useLinearMode ) {\n\t\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.up({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// J, DOWN\n\t\t\telse if( keyCode === 74 || keyCode === 40 ) {\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.slide( undefined, Number.MAX_VALUE );\n\t\t\t\t}\n\t\t\t\telse if( !this.Reveal.overview.isActive() && useLinearMode ) {\n\t\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.down({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// HOME\n\t\t\telse if( keyCode === 36 ) {\n\t\t\t\tthis.Reveal.slide( 0 );\n\t\t\t}\n\t\t\t// END\n\t\t\telse if( keyCode === 35 ) {\n\t\t\t\tthis.Reveal.slide( this.Reveal.getHorizontalSlides().length - 1 );\n\t\t\t}\n\t\t\t// SPACE\n\t\t\telse if( keyCode === 32 ) {\n\t\t\t\tif( this.Reveal.overview.isActive() ) {\n\t\t\t\t\tthis.Reveal.overview.deactivate();\n\t\t\t\t}\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// TWO-SPOT, SEMICOLON, B, V, PERIOD, LOGITECH PRESENTER TOOLS \"BLACK SCREEN\" BUTTON\n\t\t\telse if( [58, 59, 66, 86, 190].includes( keyCode ) || ( keyCode === 191 && !event.shiftKey ) ) {\n\t\t\t\tthis.Reveal.togglePause();\n\t\t\t}\n\t\t\t// F\n\t\t\telse if( keyCode === 70 ) {\n\t\t\t\tenterFullscreen( config.embedded ? this.Reveal.getViewportElement() : document.documentElement );\n\t\t\t}\n\t\t\t// A\n\t\t\telse if( keyCode === 65 ) {\n\t\t\t\tif( config.autoSlideStoppable ) {\n\t\t\t\t\tthis.Reveal.toggleAutoSlide( autoSlideWasPaused );\n\t\t\t\t}\n\t\t\t}\n\t\t\t// G\n\t\t\telse if( keyCode === 71 ) {\n\t\t\t\tif( config.jumpToSlide ) {\n\t\t\t\t\tthis.Reveal.toggleJumpToSlide();\n\t\t\t\t}\n\t\t\t}\n\t\t\t// ?\n\t\t\telse if( ( keyCode === 63 || keyCode === 191 ) && event.shiftKey ) {\n\t\t\t\tthis.Reveal.toggleHelp();\n\t\t\t}\n\t\t\t// F1\n\t\t\telse if( keyCode === 112 ) {\n\t\t\t\tthis.Reveal.toggleHelp();\n\t\t\t}\n\t\t\telse {\n\t\t\t\ttriggered = false;\n\t\t\t}\n\n\t\t}\n\n\t\t// If the input resulted in a triggered action we should prevent\n\t\t// the browsers default behavior\n\t\tif( triggered ) {\n\t\t\tevent.preventDefault && event.preventDefault();\n\t\t}\n\t\t// ESC or O key\n\t\telse if( keyCode === 27 || keyCode === 79 ) {\n\t\t\tif( this.Reveal.closeOverlay() === false ) {\n\t\t\t\tthis.Reveal.overview.toggle();\n\t\t\t}\n\n\t\t\tevent.preventDefault && event.preventDefault();\n\t\t}\n\n\t\t// If auto-sliding is enabled we need to cue up\n\t\t// another timeout\n\t\tthis.Reveal.cueAutoSlide();\n\n\t}\n\n}\n","/**\n * Reads and writes the URL based on reveal.js' current state.\n */\nexport default class Location {\n\n\t// The minimum number of milliseconds that must pass between\n\t// calls to history.replaceState\n\tMAX_REPLACE_STATE_FREQUENCY = 1000\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\t// Delays updates to the URL due to a Chrome thumbnailer bug\n\t\tthis.writeURLTimeout = 0;\n\n\t\tthis.replaceStateTimestamp = 0;\n\n\t\tthis.onWindowHashChange = this.onWindowHashChange.bind( this );\n\n\t}\n\n\tbind() {\n\n\t\twindow.addEventListener( 'hashchange', this.onWindowHashChange, false );\n\n\t}\n\n\tunbind() {\n\n\t\twindow.removeEventListener( 'hashchange', this.onWindowHashChange, false );\n\n\t}\n\n\t/**\n\t * Returns the slide indices for the given hash link.\n\t *\n\t * @param {string} [hash] the hash string that we want to\n\t * find the indices for\n\t *\n\t * @returns slide indices or null\n\t */\n\tgetIndicesFromHash( hash=window.location.hash, options={} ) {\n\n\t\t// Attempt to parse the hash as either an index or name\n\t\tlet name = hash.replace( /^#\\/?/, '' );\n\t\tlet bits = name.split( '/' );\n\n\t\t// If the first bit is not fully numeric and there is a name we\n\t\t// can assume that this is a named link\n\t\tif( !/^[0-9]*$/.test( bits[0] ) && name.length ) {\n\t\t\tlet slide;\n\n\t\t\tlet f;\n\n\t\t\t// Parse named links with fragments (#/named-link/2)\n\t\t\tif( /\\/[-\\d]+$/g.test( name ) ) {\n\t\t\t\tf = parseInt( name.split( '/' ).pop(), 10 );\n\t\t\t\tf = isNaN(f) ? undefined : f;\n\t\t\t\tname = name.split( '/' ).shift();\n\t\t\t}\n\n\t\t\t// Ensure the named link is a valid HTML ID attribute\n\t\t\ttry {\n\t\t\t\tslide = document\n\t\t\t\t\t.getElementById( decodeURIComponent( name ) )\n\t\t\t\t\t.closest('.slides section');\n\t\t\t}\n\t\t\tcatch ( error ) { }\n\n\t\t\tif( slide ) {\n\t\t\t\treturn { ...this.Reveal.getIndices( slide ), f };\n\t\t\t}\n\t\t}\n\t\telse {\n\t\t\tconst config = this.Reveal.getConfig();\n\t\t\tlet hashIndexBase = config.hashOneBasedIndex || options.oneBasedIndex ? 1 : 0;\n\n\t\t\t// Read the index components of the hash\n\t\t\tlet h = ( parseInt( bits[0], 10 ) - hashIndexBase ) || 0,\n\t\t\t\tv = ( parseInt( bits[1], 10 ) - hashIndexBase ) || 0,\n\t\t\t\tf;\n\n\t\t\tif( config.fragmentInURL ) {\n\t\t\t\tf = parseInt( bits[2], 10 );\n\t\t\t\tif( isNaN( f ) ) {\n\t\t\t\t\tf = undefined;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\treturn { h, v, f };\n\t\t}\n\n\t\t// The hash couldn't be parsed or no matching named link was found\n\t\treturn null\n\n\t}\n\n\t/**\n\t * Reads the current URL (hash) and navigates accordingly.\n\t */\n\treadURL() {\n\n\t\tconst currentIndices = this.Reveal.getIndices();\n\t\tconst newIndices = this.getIndicesFromHash();\n\n\t\tif( newIndices ) {\n\t\t\tif( ( newIndices.h !== currentIndices.h || newIndices.v !== currentIndices.v || newIndices.f !== undefined ) ) {\n\t\t\t\t\tthis.Reveal.slide( newIndices.h, newIndices.v, newIndices.f );\n\t\t\t}\n\t\t}\n\t\t// If no new indices are available, we're trying to navigate to\n\t\t// a slide hash that does not exist\n\t\telse {\n\t\t\tthis.Reveal.slide( currentIndices.h || 0, currentIndices.v || 0 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates the page URL (hash) to reflect the current\n\t * state.\n\t *\n\t * @param {number} delay The time in ms to wait before\n\t * writing the hash\n\t */\n\twriteURL( delay ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\n\t\t// Make sure there's never more than one timeout running\n\t\tclearTimeout( this.writeURLTimeout );\n\n\t\t// If a delay is specified, timeout this call\n\t\tif( typeof delay === 'number' ) {\n\t\t\tthis.writeURLTimeout = setTimeout( this.writeURL, delay );\n\t\t}\n\t\telse if( currentSlide ) {\n\n\t\t\tlet hash = this.getHash();\n\n\t\t\t// If we're configured to push to history OR the history\n\t\t\t// API is not available.\n\t\t\tif( config.history ) {\n\t\t\t\twindow.location.hash = hash;\n\t\t\t}\n\t\t\t// If we're configured to reflect the current slide in the\n\t\t\t// URL without pushing to history.\n\t\t\telse if( config.hash ) {\n\t\t\t\t// If the hash is empty, don't add it to the URL\n\t\t\t\tif( hash === '/' ) {\n\t\t\t\t\tthis.debouncedReplaceState( window.location.pathname + window.location.search );\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.debouncedReplaceState( '#' + hash );\n\t\t\t\t}\n\t\t\t}\n\t\t\t// UPDATE: The below nuking of all hash changes breaks\n\t\t\t// anchors on pages where reveal.js is running. Removed\n\t\t\t// in 4.0. Why was it here in the first place? ¯\\_(ツ)_/¯\n\t\t\t//\n\t\t\t// If history and hash are both disabled, a hash may still\n\t\t\t// be added to the URL by clicking on a href with a hash\n\t\t\t// target. Counter this by always removing the hash.\n\t\t\t// else {\n\t\t\t// \twindow.history.replaceState( null, null, window.location.pathname + window.location.search );\n\t\t\t// }\n\n\t\t}\n\n\t}\n\n\treplaceState( url ) {\n\n\t\twindow.history.replaceState( null, null, url );\n\t\tthis.replaceStateTimestamp = Date.now();\n\n\t}\n\n\tdebouncedReplaceState( url ) {\n\n\t\tclearTimeout( this.replaceStateTimeout );\n\n\t\tif( Date.now() - this.replaceStateTimestamp > this.MAX_REPLACE_STATE_FREQUENCY ) {\n\t\t\tthis.replaceState( url );\n\t\t}\n\t\telse {\n\t\t\tthis.replaceStateTimeout = setTimeout( () => this.replaceState( url ), this.MAX_REPLACE_STATE_FREQUENCY );\n\t\t}\n\n\t}\n\n\t/**\n\t * Return a hash URL that will resolve to the given slide location.\n\t *\n\t * @param {HTMLElement} [slide=currentSlide] The slide to link to\n\t */\n\tgetHash( slide ) {\n\n\t\tlet url = '/';\n\n\t\t// Attempt to create a named link based on the slide's ID\n\t\tlet s = slide || this.Reveal.getCurrentSlide();\n\t\tlet id = s ? s.getAttribute( 'id' ) : null;\n\t\tif( id ) {\n\t\t\tid = encodeURIComponent( id );\n\t\t}\n\n\t\tlet index = this.Reveal.getIndices( slide );\n\t\tif( !this.Reveal.getConfig().fragmentInURL ) {\n\t\t\tindex.f = undefined;\n\t\t}\n\n\t\t// If the current slide has an ID, use that as a named link,\n\t\t// but we don't support named links with a fragment index\n\t\tif( typeof id === 'string' && id.length ) {\n\t\t\turl = '/' + id;\n\n\t\t\t// If there is also a fragment, append that at the end\n\t\t\t// of the named link, like: #/named-link/2\n\t\t\tif( index.f >= 0 ) url += '/' + index.f;\n\t\t}\n\t\t// Otherwise use the /h/v index\n\t\telse {\n\t\t\tlet hashIndexBase = this.Reveal.getConfig().hashOneBasedIndex ? 1 : 0;\n\t\t\tif( index.h > 0 || index.v > 0 || index.f >= 0 ) url += index.h + hashIndexBase;\n\t\t\tif( index.v > 0 || index.f >= 0 ) url += '/' + (index.v + hashIndexBase );\n\t\t\tif( index.f >= 0 ) url += '/' + index.f;\n\t\t}\n\n\t\treturn url;\n\n\t}\n\n\t/**\n\t * Handler for the window level 'hashchange' event.\n\t *\n\t * @param {object} [event]\n\t */\n\tonWindowHashChange( event ) {\n\n\t\tthis.readURL();\n\n\t}\n\n}","import { queryAll, enterFullscreen } from '../utils/util.js'\nimport { isAndroid } from '../utils/device.js'\n\n/**\n * Manages our presentation controls. This includes both\n * the built-in control arrows as well as event monitoring\n * of any elements within the presentation with either of the\n * following helper classes:\n * - .navigate-up\n * - .navigate-right\n * - .navigate-down\n * - .navigate-left\n * - .navigate-next\n * - .navigate-prev\n * - .enter-fullscreen\n */\nexport default class Controls {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.onNavigateLeftClicked = this.onNavigateLeftClicked.bind( this );\n\t\tthis.onNavigateRightClicked = this.onNavigateRightClicked.bind( this );\n\t\tthis.onNavigateUpClicked = this.onNavigateUpClicked.bind( this );\n\t\tthis.onNavigateDownClicked = this.onNavigateDownClicked.bind( this );\n\t\tthis.onNavigatePrevClicked = this.onNavigatePrevClicked.bind( this );\n\t\tthis.onNavigateNextClicked = this.onNavigateNextClicked.bind( this );\n\t\tthis.onEnterFullscreen = this.onEnterFullscreen.bind( this );\n\n\t}\n\n\trender() {\n\n\t\tconst rtl = this.Reveal.getConfig().rtl;\n\t\tconst revealElement = this.Reveal.getRevealElement();\n\n\t\tthis.element = document.createElement( 'aside' );\n\t\tthis.element.className = 'controls';\n\t\tthis.element.innerHTML =\n\t\t\t`<button class=\"navigate-left\" aria-label=\"${ rtl ? 'next slide' : 'previous slide' }\"><div class=\"controls-arrow\"></div></button>\n\t\t\t<button class=\"navigate-right\" aria-label=\"${ rtl ? 'previous slide' : 'next slide' }\"><div class=\"controls-arrow\"></div></button>\n\t\t\t<button class=\"navigate-up\" aria-label=\"above slide\"><div class=\"controls-arrow\"></div></button>\n\t\t\t<button class=\"navigate-down\" aria-label=\"below slide\"><div class=\"controls-arrow\"></div></button>`;\n\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t\t// There can be multiple instances of controls throughout the page\n\t\tthis.controlsLeft = queryAll( revealElement, '.navigate-left' );\n\t\tthis.controlsRight = queryAll( revealElement, '.navigate-right' );\n\t\tthis.controlsUp = queryAll( revealElement, '.navigate-up' );\n\t\tthis.controlsDown = queryAll( revealElement, '.navigate-down' );\n\t\tthis.controlsPrev = queryAll( revealElement, '.navigate-prev' );\n\t\tthis.controlsNext = queryAll( revealElement, '.navigate-next' );\n\t\tthis.controlsFullscreen = queryAll( revealElement, '.enter-fullscreen' );\n\n\t\t// The left, right and down arrows in the standard reveal.js controls\n\t\tthis.controlsRightArrow = this.element.querySelector( '.navigate-right' );\n\t\tthis.controlsLeftArrow = this.element.querySelector( '.navigate-left' );\n\t\tthis.controlsDownArrow = this.element.querySelector( '.navigate-down' );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tthis.element.style.display = config.controls ? 'block' : 'none';\n\n\t\tthis.element.setAttribute( 'data-controls-layout', config.controlsLayout );\n\t\tthis.element.setAttribute( 'data-controls-back-arrows', config.controlsBackArrows );\n\n\t}\n\n\tbind() {\n\n\t\t// Listen to both touch and click events, in case the device\n\t\t// supports both\n\t\tlet pointerEvents = [ 'touchstart', 'click' ];\n\n\t\t// Only support touch for Android, fixes double navigations in\n\t\t// stock browser\n\t\tif( isAndroid ) {\n\t\t\tpointerEvents = [ 'touchstart' ];\n\t\t}\n\n\t\tpointerEvents.forEach( eventName => {\n\t\t\tthis.controlsLeft.forEach( el => el.addEventListener( eventName, this.onNavigateLeftClicked, false ) );\n\t\t\tthis.controlsRight.forEach( el => el.addEventListener( eventName, this.onNavigateRightClicked, false ) );\n\t\t\tthis.controlsUp.forEach( el => el.addEventListener( eventName, this.onNavigateUpClicked, false ) );\n\t\t\tthis.controlsDown.forEach( el => el.addEventListener( eventName, this.onNavigateDownClicked, false ) );\n\t\t\tthis.controlsPrev.forEach( el => el.addEventListener( eventName, this.onNavigatePrevClicked, false ) );\n\t\t\tthis.controlsNext.forEach( el => el.addEventListener( eventName, this.onNavigateNextClicked, false ) );\n\t\t\tthis.controlsFullscreen.forEach( el => el.addEventListener( eventName, this.onEnterFullscreen, false ) );\n\t\t} );\n\n\t}\n\n\tunbind() {\n\n\t\t[ 'touchstart', 'click' ].forEach( eventName => {\n\t\t\tthis.controlsLeft.forEach( el => el.removeEventListener( eventName, this.onNavigateLeftClicked, false ) );\n\t\t\tthis.controlsRight.forEach( el => el.removeEventListener( eventName, this.onNavigateRightClicked, false ) );\n\t\t\tthis.controlsUp.forEach( el => el.removeEventListener( eventName, this.onNavigateUpClicked, false ) );\n\t\t\tthis.controlsDown.forEach( el => el.removeEventListener( eventName, this.onNavigateDownClicked, false ) );\n\t\t\tthis.controlsPrev.forEach( el => el.removeEventListener( eventName, this.onNavigatePrevClicked, false ) );\n\t\t\tthis.controlsNext.forEach( el => el.removeEventListener( eventName, this.onNavigateNextClicked, false ) );\n\t\t\tthis.controlsFullscreen.forEach( el => el.removeEventListener( eventName, this.onEnterFullscreen, false ) );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Updates the state of all control/navigation arrows.\n\t */\n\tupdate() {\n\n\t\tlet routes = this.Reveal.availableRoutes();\n\n\t\t// Remove the 'enabled' class from all directions\n\t\t[...this.controlsLeft, ...this.controlsRight, ...this.controlsUp, ...this.controlsDown, ...this.controlsPrev, ...this.controlsNext].forEach( node => {\n\t\t\tnode.classList.remove( 'enabled', 'fragmented' );\n\n\t\t\t// Set 'disabled' attribute on all directions\n\t\t\tnode.setAttribute( 'disabled', 'disabled' );\n\t\t} );\n\n\t\t// Add the 'enabled' class to the available routes; remove 'disabled' attribute to enable buttons\n\t\tif( routes.left ) this.controlsLeft.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\tif( routes.right ) this.controlsRight.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\tif( routes.up ) this.controlsUp.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\tif( routes.down ) this.controlsDown.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\n\t\t// Prev/next buttons\n\t\tif( routes.left || routes.up ) this.controlsPrev.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\tif( routes.right || routes.down ) this.controlsNext.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\n\t\t// Highlight fragment directions\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tif( currentSlide ) {\n\n\t\t\tlet fragmentsRoutes = this.Reveal.fragments.availableRoutes();\n\n\t\t\t// Always apply fragment decorator to prev/next buttons\n\t\t\tif( fragmentsRoutes.prev ) this.controlsPrev.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\tif( fragmentsRoutes.next ) this.controlsNext.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\n\t\t\t// Apply fragment decorators to directional buttons based on\n\t\t\t// what slide axis they are in\n\t\t\tif( this.Reveal.isVerticalSlide( currentSlide ) ) {\n\t\t\t\tif( fragmentsRoutes.prev ) this.controlsUp.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\t\tif( fragmentsRoutes.next ) this.controlsDown.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tif( fragmentsRoutes.prev ) this.controlsLeft.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\t\tif( fragmentsRoutes.next ) this.controlsRight.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\t}\n\n\t\t}\n\n\t\tif( this.Reveal.getConfig().controlsTutorial ) {\n\n\t\t\tlet indices = this.Reveal.getIndices();\n\n\t\t\t// Highlight control arrows with an animation to ensure\n\t\t\t// that the viewer knows how to navigate\n\t\t\tif( !this.Reveal.hasNavigatedVertically() && routes.down ) {\n\t\t\t\tthis.controlsDownArrow.classList.add( 'highlight' );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tthis.controlsDownArrow.classList.remove( 'highlight' );\n\n\t\t\t\tif( this.Reveal.getConfig().rtl ) {\n\n\t\t\t\t\tif( !this.Reveal.hasNavigatedHorizontally() && routes.left && indices.v === 0 ) {\n\t\t\t\t\t\tthis.controlsLeftArrow.classList.add( 'highlight' );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.controlsLeftArrow.classList.remove( 'highlight' );\n\t\t\t\t\t}\n\n\t\t\t\t} else {\n\n\t\t\t\t\tif( !this.Reveal.hasNavigatedHorizontally() && routes.right && indices.v === 0 ) {\n\t\t\t\t\t\tthis.controlsRightArrow.classList.add( 'highlight' );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.controlsRightArrow.classList.remove( 'highlight' );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\t}\n\n\tdestroy() {\n\n\t\tthis.unbind();\n\t\tthis.element.remove();\n\n\t}\n\n\t/**\n\t * Event handlers for navigation control buttons.\n\t */\n\tonNavigateLeftClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tif( this.Reveal.getConfig().navigationMode === 'linear' ) {\n\t\t\tthis.Reveal.prev();\n\t\t}\n\t\telse {\n\t\t\tthis.Reveal.left();\n\t\t}\n\n\t}\n\n\tonNavigateRightClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tif( this.Reveal.getConfig().navigationMode === 'linear' ) {\n\t\t\tthis.Reveal.next();\n\t\t}\n\t\telse {\n\t\t\tthis.Reveal.right();\n\t\t}\n\n\t}\n\n\tonNavigateUpClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tthis.Reveal.up();\n\n\t}\n\n\tonNavigateDownClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tthis.Reveal.down();\n\n\t}\n\n\tonNavigatePrevClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tthis.Reveal.prev();\n\n\t}\n\n\tonNavigateNextClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tthis.Reveal.next();\n\n\t}\n\n\tonEnterFullscreen( event ) {\n\n\t\tconst config = this.Reveal.getConfig();\n\t\tconst viewport = this.Reveal.getViewportElement();\n\n\t\tenterFullscreen( config.embedded ? viewport : viewport.parentElement );\n\n\t}\n\n}","/**\n * Creates a visual progress bar for the presentation.\n */\nexport default class Progress {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.onProgressClicked = this.onProgressClicked.bind( this );\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'progress';\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t\tthis.bar = document.createElement( 'span' );\n\t\tthis.element.appendChild( this.bar );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tthis.element.style.display = config.progress ? 'block' : 'none';\n\n\t}\n\n\tbind() {\n\n\t\tif( this.Reveal.getConfig().progress && this.element ) {\n\t\t\tthis.element.addEventListener( 'click', this.onProgressClicked, false );\n\t\t}\n\n\t}\n\n\tunbind() {\n\n\t\tif ( this.Reveal.getConfig().progress && this.element ) {\n\t\t\tthis.element.removeEventListener( 'click', this.onProgressClicked, false );\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates the progress bar to reflect the current slide.\n\t */\n\tupdate() {\n\n\t\t// Update progress if enabled\n\t\tif( this.Reveal.getConfig().progress && this.bar ) {\n\n\t\t\tlet scale = this.Reveal.getProgress();\n\n\t\t\t// Don't fill the progress bar if there's only one slide\n\t\t\tif( this.Reveal.getTotalSlides() < 2 ) {\n\t\t\t\tscale = 0;\n\t\t\t}\n\n\t\t\tthis.bar.style.transform = 'scaleX('+ scale +')';\n\n\t\t}\n\n\t}\n\n\tgetMaxWidth() {\n\n\t\treturn this.Reveal.getRevealElement().offsetWidth;\n\n\t}\n\n\t/**\n\t * Clicking on the progress bar results in a navigation to the\n\t * closest approximate horizontal slide using this equation:\n\t *\n\t * ( clickX / presentationWidth ) * numberOfSlides\n\t *\n\t * @param {object} event\n\t */\n\tonProgressClicked( event ) {\n\n\t\tthis.Reveal.onUserInput( event );\n\n\t\tevent.preventDefault();\n\n\t\tlet slides = this.Reveal.getSlides();\n\t\tlet slidesTotal = slides.length;\n\t\tlet slideIndex = Math.floor( ( event.clientX / this.getMaxWidth() ) * slidesTotal );\n\n\t\tif( this.Reveal.getConfig().rtl ) {\n\t\t\tslideIndex = slidesTotal - slideIndex;\n\t\t}\n\n\t\tlet targetIndices = this.Reveal.getIndices(slides[slideIndex]);\n\t\tthis.Reveal.slide( targetIndices.h, targetIndices.v );\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.element.remove();\n\n\t}\n\n}","/**\n * Handles hiding of the pointer/cursor when inactive.\n */\nexport default class Pointer {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\t// Throttles mouse wheel navigation\n\t\tthis.lastMouseWheelStep = 0;\n\n\t\t// Is the mouse pointer currently hidden from view\n\t\tthis.cursorHidden = false;\n\n\t\t// Timeout used to determine when the cursor is inactive\n\t\tthis.cursorInactiveTimeout = 0;\n\n\t\tthis.onDocumentCursorActive = this.onDocumentCursorActive.bind( this );\n\t\tthis.onDocumentMouseScroll = this.onDocumentMouseScroll.bind( this );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.mouseWheel ) {\n\t\t\tdocument.addEventListener( 'wheel', this.onDocumentMouseScroll, false );\n\t\t}\n\t\telse {\n\t\t\tdocument.removeEventListener( 'wheel', this.onDocumentMouseScroll, false );\n\t\t}\n\n\t\t// Auto-hide the mouse pointer when its inactive\n\t\tif( config.hideInactiveCursor ) {\n\t\t\tdocument.addEventListener( 'mousemove', this.onDocumentCursorActive, false );\n\t\t\tdocument.addEventListener( 'mousedown', this.onDocumentCursorActive, false );\n\t\t}\n\t\telse {\n\t\t\tthis.showCursor();\n\n\t\t\tdocument.removeEventListener( 'mousemove', this.onDocumentCursorActive, false );\n\t\t\tdocument.removeEventListener( 'mousedown', this.onDocumentCursorActive, false );\n\t\t}\n\n\t}\n\n\t/**\n\t * Shows the mouse pointer after it has been hidden with\n\t * #hideCursor.\n\t */\n\tshowCursor() {\n\n\t\tif( this.cursorHidden ) {\n\t\t\tthis.cursorHidden = false;\n\t\t\tthis.Reveal.getRevealElement().style.cursor = '';\n\t\t}\n\n\t}\n\n\t/**\n\t * Hides the mouse pointer when it's on top of the .reveal\n\t * container.\n\t */\n\thideCursor() {\n\n\t\tif( this.cursorHidden === false ) {\n\t\t\tthis.cursorHidden = true;\n\t\t\tthis.Reveal.getRevealElement().style.cursor = 'none';\n\t\t}\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.showCursor();\n\n\t\tdocument.removeEventListener( 'wheel', this.onDocumentMouseScroll, false );\n\t\tdocument.removeEventListener( 'mousemove', this.onDocumentCursorActive, false );\n\t\tdocument.removeEventListener( 'mousedown', this.onDocumentCursorActive, false );\n\n\t}\n\n\t/**\n\t * Called whenever there is mouse input at the document level\n\t * to determine if the cursor is active or not.\n\t *\n\t * @param {object} event\n\t */\n\tonDocumentCursorActive( event ) {\n\n\t\tthis.showCursor();\n\n\t\tclearTimeout( this.cursorInactiveTimeout );\n\n\t\tthis.cursorInactiveTimeout = setTimeout( this.hideCursor.bind( this ), this.Reveal.getConfig().hideCursorTime );\n\n\t}\n\n\t/**\n\t * Handles mouse wheel scrolling, throttled to avoid skipping\n\t * multiple slides.\n\t *\n\t * @param {object} event\n\t */\n\tonDocumentMouseScroll( event ) {\n\n\t\tif( Date.now() - this.lastMouseWheelStep > 1000 ) {\n\n\t\t\tthis.lastMouseWheelStep = Date.now();\n\n\t\t\tlet delta = event.detail || -event.wheelDelta;\n\t\t\tif( delta > 0 ) {\n\t\t\t\tthis.Reveal.next();\n\t\t\t}\n\t\t\telse if( delta < 0 ) {\n\t\t\t\tthis.Reveal.prev();\n\t\t\t}\n\n\t\t}\n\n\t}\n\n}\n","/**\n * Loads a JavaScript file from the given URL and executes it.\n *\n * @param {string} url Address of the .js file to load\n * @param {function} callback Method to invoke when the script\n * has loaded and executed\n */\nexport const loadScript = ( url, callback ) => {\n\n\tconst script = document.createElement( 'script' );\n\tscript.type = 'text/javascript';\n\tscript.async = false;\n\tscript.defer = false;\n\tscript.src = url;\n\n\tif( typeof callback === 'function' ) {\n\n\t\t// Success callback\n\t\tscript.onload = script.onreadystatechange = event => {\n\t\t\tif( event.type === 'load' || /loaded|complete/.test( script.readyState ) ) {\n\n\t\t\t\t// Kill event listeners\n\t\t\t\tscript.onload = script.onreadystatechange = script.onerror = null;\n\n\t\t\t\tcallback();\n\n\t\t\t}\n\t\t};\n\n\t\t// Error callback\n\t\tscript.onerror = err => {\n\n\t\t\t// Kill event listeners\n\t\t\tscript.onload = script.onreadystatechange = script.onerror = null;\n\n\t\t\tcallback( new Error( 'Failed loading script: ' + script.src + '\\n' + err ) );\n\n\t\t};\n\n\t}\n\n\t// Append the script at the end of <head>\n\tconst head = document.querySelector( 'head' );\n\thead.insertBefore( script, head.lastChild );\n\n}","import { loadScript } from '../utils/loader.js'\n\n/**\n * Manages loading and registering of reveal.js plugins.\n */\nexport default class Plugins {\n\n\tconstructor( reveal ) {\n\n\t\tthis.Reveal = reveal;\n\n\t\t// Flags our current state (idle -> loading -> loaded)\n\t\tthis.state = 'idle';\n\n\t\t// An id:instance map of currently registered plugins\n\t\tthis.registeredPlugins = {};\n\n\t\tthis.asyncDependencies = [];\n\n\t}\n\n\t/**\n\t * Loads reveal.js dependencies, registers and\n\t * initializes plugins.\n\t *\n\t * Plugins are direct references to a reveal.js plugin\n\t * object that we register and initialize after any\n\t * synchronous dependencies have loaded.\n\t *\n\t * Dependencies are defined via the 'dependencies' config\n\t * option and will be loaded prior to starting reveal.js.\n\t * Some dependencies may have an 'async' flag, if so they\n\t * will load after reveal.js has been started up.\n\t */\n\tload( plugins, dependencies ) {\n\n\t\tthis.state = 'loading';\n\n\t\tplugins.forEach( this.registerPlugin.bind( this ) );\n\n\t\treturn new Promise( resolve => {\n\n\t\t\tlet scripts = [],\n\t\t\t\tscriptsToLoad = 0;\n\n\t\t\tdependencies.forEach( s => {\n\t\t\t\t// Load if there's no condition or the condition is truthy\n\t\t\t\tif( !s.condition || s.condition() ) {\n\t\t\t\t\tif( s.async ) {\n\t\t\t\t\t\tthis.asyncDependencies.push( s );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tscripts.push( s );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\tif( scripts.length ) {\n\t\t\t\tscriptsToLoad = scripts.length;\n\n\t\t\t\tconst scriptLoadedCallback = (s) => {\n\t\t\t\t\tif( s && typeof s.callback === 'function' ) s.callback();\n\n\t\t\t\t\tif( --scriptsToLoad === 0 ) {\n\t\t\t\t\t\tthis.initPlugins().then( resolve );\n\t\t\t\t\t}\n\t\t\t\t};\n\n\t\t\t\t// Load synchronous scripts\n\t\t\t\tscripts.forEach( s => {\n\t\t\t\t\tif( typeof s.id === 'string' ) {\n\t\t\t\t\t\tthis.registerPlugin( s );\n\t\t\t\t\t\tscriptLoadedCallback( s );\n\t\t\t\t\t}\n\t\t\t\t\telse if( typeof s.src === 'string' ) {\n\t\t\t\t\t\tloadScript( s.src, () => scriptLoadedCallback(s) );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tconsole.warn( 'Unrecognized plugin format', s );\n\t\t\t\t\t\tscriptLoadedCallback();\n\t\t\t\t\t}\n\t\t\t\t} );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tthis.initPlugins().then( resolve );\n\t\t\t}\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Initializes our plugins and waits for them to be ready\n\t * before proceeding.\n\t */\n\tinitPlugins() {\n\n\t\treturn new Promise( resolve => {\n\n\t\t\tlet pluginValues = Object.values( this.registeredPlugins );\n\t\t\tlet pluginsToInitialize = pluginValues.length;\n\n\t\t\t// If there are no plugins, skip this step\n\t\t\tif( pluginsToInitialize === 0 ) {\n\t\t\t\tthis.loadAsync().then( resolve );\n\t\t\t}\n\t\t\t// ... otherwise initialize plugins\n\t\t\telse {\n\n\t\t\t\tlet initNextPlugin;\n\n\t\t\t\tlet afterPlugInitialized = () => {\n\t\t\t\t\tif( --pluginsToInitialize === 0 ) {\n\t\t\t\t\t\tthis.loadAsync().then( resolve );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tinitNextPlugin();\n\t\t\t\t\t}\n\t\t\t\t};\n\n\t\t\t\tlet i = 0;\n\n\t\t\t\t// Initialize plugins serially\n\t\t\t\tinitNextPlugin = () => {\n\n\t\t\t\t\tlet plugin = pluginValues[i++];\n\n\t\t\t\t\t// If the plugin has an 'init' method, invoke it\n\t\t\t\t\tif( typeof plugin.init === 'function' ) {\n\t\t\t\t\t\tlet promise = plugin.init( this.Reveal );\n\n\t\t\t\t\t\t// If the plugin returned a Promise, wait for it\n\t\t\t\t\t\tif( promise && typeof promise.then === 'function' ) {\n\t\t\t\t\t\t\tpromise.then( afterPlugInitialized );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tafterPlugInitialized();\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tafterPlugInitialized();\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\tinitNextPlugin();\n\n\t\t\t}\n\n\t\t} )\n\n\t}\n\n\t/**\n\t * Loads all async reveal.js dependencies.\n\t */\n\tloadAsync() {\n\n\t\tthis.state = 'loaded';\n\n\t\tif( this.asyncDependencies.length ) {\n\t\t\tthis.asyncDependencies.forEach( s => {\n\t\t\t\tloadScript( s.src, s.callback );\n\t\t\t} );\n\t\t}\n\n\t\treturn Promise.resolve();\n\n\t}\n\n\t/**\n\t * Registers a new plugin with this reveal.js instance.\n\t *\n\t * reveal.js waits for all registered plugins to initialize\n\t * before considering itself ready, as long as the plugin\n\t * is registered before calling `Reveal.initialize()`.\n\t */\n\tregisterPlugin( plugin ) {\n\n\t\t// Backwards compatibility to make reveal.js ~3.9.0\n\t\t// plugins work with reveal.js 4.0.0\n\t\tif( arguments.length === 2 && typeof arguments[0] === 'string' ) {\n\t\t\tplugin = arguments[1];\n\t\t\tplugin.id = arguments[0];\n\t\t}\n\t\t// Plugin can optionally be a function which we call\n\t\t// to create an instance of the plugin\n\t\telse if( typeof plugin === 'function' ) {\n\t\t\tplugin = plugin();\n\t\t}\n\n\t\tlet id = plugin.id;\n\n\t\tif( typeof id !== 'string' ) {\n\t\t\tconsole.warn( 'Unrecognized plugin format; can\\'t find plugin.id', plugin );\n\t\t}\n\t\telse if( this.registeredPlugins[id] === undefined ) {\n\t\t\tthis.registeredPlugins[id] = plugin;\n\n\t\t\t// If a plugin is registered after reveal.js is loaded,\n\t\t\t// initialize it right away\n\t\t\tif( this.state === 'loaded' && typeof plugin.init === 'function' ) {\n\t\t\t\tplugin.init( this.Reveal );\n\t\t\t}\n\t\t}\n\t\telse {\n\t\t\tconsole.warn( 'reveal.js: \"'+ id +'\" plugin has already been registered' );\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if a specific plugin has been registered.\n\t *\n\t * @param {String} id Unique plugin identifier\n\t */\n\thasPlugin( id ) {\n\n\t\treturn !!this.registeredPlugins[id];\n\n\t}\n\n\t/**\n\t * Returns the specific plugin instance, if a plugin\n\t * with the given ID has been registered.\n\t *\n\t * @param {String} id Unique plugin identifier\n\t */\n\tgetPlugin( id ) {\n\n\t\treturn this.registeredPlugins[id];\n\n\t}\n\n\tgetRegisteredPlugins() {\n\n\t\treturn this.registeredPlugins;\n\n\t}\n\n\tdestroy() {\n\n\t\tObject.values( this.registeredPlugins ).forEach( plugin => {\n\t\t\tif( typeof plugin.destroy === 'function' ) {\n\t\t\t\tplugin.destroy();\n\t\t\t}\n\t\t} );\n\n\t\tthis.registeredPlugins = {};\n\t\tthis.asyncDependencies = [];\n\n\t}\n\n}\n","import { isAndroid } from '../utils/device.js'\nimport { matches } from '../utils/util.js'\n\nconst SWIPE_THRESHOLD = 40;\n\n/**\n * Controls all touch interactions and navigations for\n * a presentation.\n */\nexport default class Touch {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\t// Holds information about the currently ongoing touch interaction\n\t\tthis.touchStartX = 0;\n\t\tthis.touchStartY = 0;\n\t\tthis.touchStartCount = 0;\n\t\tthis.touchCaptured = false;\n\n\t\tthis.onPointerDown = this.onPointerDown.bind( this );\n\t\tthis.onPointerMove = this.onPointerMove.bind( this );\n\t\tthis.onPointerUp = this.onPointerUp.bind( this );\n\t\tthis.onTouchStart = this.onTouchStart.bind( this );\n\t\tthis.onTouchMove = this.onTouchMove.bind( this );\n\t\tthis.onTouchEnd = this.onTouchEnd.bind( this );\n\n\t}\n\n\t/**\n\t *\n\t */\n\tbind() {\n\n\t\tlet revealElement = this.Reveal.getRevealElement();\n\n\t\tif( 'onpointerdown' in window ) {\n\t\t\t// Use W3C pointer events\n\t\t\trevealElement.addEventListener( 'pointerdown', this.onPointerDown, false );\n\t\t\trevealElement.addEventListener( 'pointermove', this.onPointerMove, false );\n\t\t\trevealElement.addEventListener( 'pointerup', this.onPointerUp, false );\n\t\t}\n\t\telse if( window.navigator.msPointerEnabled ) {\n\t\t\t// IE 10 uses prefixed version of pointer events\n\t\t\trevealElement.addEventListener( 'MSPointerDown', this.onPointerDown, false );\n\t\t\trevealElement.addEventListener( 'MSPointerMove', this.onPointerMove, false );\n\t\t\trevealElement.addEventListener( 'MSPointerUp', this.onPointerUp, false );\n\t\t}\n\t\telse {\n\t\t\t// Fall back to touch events\n\t\t\trevealElement.addEventListener( 'touchstart', this.onTouchStart, false );\n\t\t\trevealElement.addEventListener( 'touchmove', this.onTouchMove, false );\n\t\t\trevealElement.addEventListener( 'touchend', this.onTouchEnd, false );\n\t\t}\n\n\t}\n\n\t/**\n\t *\n\t */\n\tunbind() {\n\n\t\tlet revealElement = this.Reveal.getRevealElement();\n\n\t\trevealElement.removeEventListener( 'pointerdown', this.onPointerDown, false );\n\t\trevealElement.removeEventListener( 'pointermove', this.onPointerMove, false );\n\t\trevealElement.removeEventListener( 'pointerup', this.onPointerUp, false );\n\n\t\trevealElement.removeEventListener( 'MSPointerDown', this.onPointerDown, false );\n\t\trevealElement.removeEventListener( 'MSPointerMove', this.onPointerMove, false );\n\t\trevealElement.removeEventListener( 'MSPointerUp', this.onPointerUp, false );\n\n\t\trevealElement.removeEventListener( 'touchstart', this.onTouchStart, false );\n\t\trevealElement.removeEventListener( 'touchmove', this.onTouchMove, false );\n\t\trevealElement.removeEventListener( 'touchend', this.onTouchEnd, false );\n\n\t}\n\n\t/**\n\t * Checks if the target element prevents the triggering of\n\t * swipe navigation.\n\t */\n\tisSwipePrevented( target ) {\n\n\t\t// Prevent accidental swipes when scrubbing timelines\n\t\tif( matches( target, 'video[controls], audio[controls]' ) ) return true;\n\n\t\twhile( target && typeof target.hasAttribute === 'function' ) {\n\t\t\tif( target.hasAttribute( 'data-prevent-swipe' ) ) return true;\n\t\t\ttarget = target.parentNode;\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Handler for the 'touchstart' event, enables support for\n\t * swipe and pinch gestures.\n\t *\n\t * @param {object} event\n\t */\n\tonTouchStart( event ) {\n\n\t\tthis.touchCaptured = false;\n\n\t\tif( this.isSwipePrevented( event.target ) ) return true;\n\n\t\tthis.touchStartX = event.touches[0].clientX;\n\t\tthis.touchStartY = event.touches[0].clientY;\n\t\tthis.touchStartCount = event.touches.length;\n\n\t}\n\n\t/**\n\t * Handler for the 'touchmove' event.\n\t *\n\t * @param {object} event\n\t */\n\tonTouchMove( event ) {\n\n\t\tif( this.isSwipePrevented( event.target ) ) return true;\n\n\t\tlet config = this.Reveal.getConfig();\n\n\t\t// Each touch should only trigger one action\n\t\tif( !this.touchCaptured ) {\n\t\t\tthis.Reveal.onUserInput( event );\n\n\t\t\tlet currentX = event.touches[0].clientX;\n\t\t\tlet currentY = event.touches[0].clientY;\n\n\t\t\t// There was only one touch point, look for a swipe\n\t\t\tif( event.touches.length === 1 && this.touchStartCount !== 2 ) {\n\n\t\t\t\tlet availableRoutes = this.Reveal.availableRoutes({ includeFragments: true });\n\n\t\t\t\tlet deltaX = currentX - this.touchStartX,\n\t\t\t\t\tdeltaY = currentY - this.touchStartY;\n\n\t\t\t\tif( deltaX > SWIPE_THRESHOLD && Math.abs( deltaX ) > Math.abs( deltaY ) ) {\n\t\t\t\t\tthis.touchCaptured = true;\n\t\t\t\t\tif( config.navigationMode === 'linear' ) {\n\t\t\t\t\t\tif( config.rtl ) {\n\t\t\t\t\t\t\tthis.Reveal.next();\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tthis.Reveal.prev();\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.left();\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse if( deltaX < -SWIPE_THRESHOLD && Math.abs( deltaX ) > Math.abs( deltaY ) ) {\n\t\t\t\t\tthis.touchCaptured = true;\n\t\t\t\t\tif( config.navigationMode === 'linear' ) {\n\t\t\t\t\t\tif( config.rtl ) {\n\t\t\t\t\t\t\tthis.Reveal.prev();\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tthis.Reveal.next();\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.right();\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse if( deltaY > SWIPE_THRESHOLD && availableRoutes.up ) {\n\t\t\t\t\tthis.touchCaptured = true;\n\t\t\t\t\tif( config.navigationMode === 'linear' ) {\n\t\t\t\t\t\tthis.Reveal.prev();\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.up();\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse if( deltaY < -SWIPE_THRESHOLD && availableRoutes.down ) {\n\t\t\t\t\tthis.touchCaptured = true;\n\t\t\t\t\tif( config.navigationMode === 'linear' ) {\n\t\t\t\t\t\tthis.Reveal.next();\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.down();\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t\t// If we're embedded, only block touch events if they have\n\t\t\t\t// triggered an action\n\t\t\t\tif( config.embedded ) {\n\t\t\t\t\tif( this.touchCaptured || this.Reveal.isVerticalSlide() ) {\n\t\t\t\t\t\tevent.preventDefault();\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\t// Not embedded? Block them all to avoid needless tossing\n\t\t\t\t// around of the viewport in iOS\n\t\t\t\telse {\n\t\t\t\t\tevent.preventDefault();\n\t\t\t\t}\n\n\t\t\t}\n\t\t}\n\t\t// There's a bug with swiping on some Android devices unless\n\t\t// the default action is always prevented\n\t\telse if( isAndroid ) {\n\t\t\tevent.preventDefault();\n\t\t}\n\n\t}\n\n\t/**\n\t * Handler for the 'touchend' event.\n\t *\n\t * @param {object} event\n\t */\n\tonTouchEnd( event ) {\n\n\t\tthis.touchCaptured = false;\n\n\t}\n\n\t/**\n\t * Convert pointer down to touch start.\n\t *\n\t * @param {object} event\n\t */\n\tonPointerDown( event ) {\n\n\t\tif( event.pointerType === event.MSPOINTER_TYPE_TOUCH || event.pointerType === \"touch\" ) {\n\t\t\tevent.touches = [{ clientX: event.clientX, clientY: event.clientY }];\n\t\t\tthis.onTouchStart( event );\n\t\t}\n\n\t}\n\n\t/**\n\t * Convert pointer move to touch move.\n\t *\n\t * @param {object} event\n\t */\n\tonPointerMove( event ) {\n\n\t\tif( event.pointerType === event.MSPOINTER_TYPE_TOUCH || event.pointerType === \"touch\" )  {\n\t\t\tevent.touches = [{ clientX: event.clientX, clientY: event.clientY }];\n\t\t\tthis.onTouchMove( event );\n\t\t}\n\n\t}\n\n\t/**\n\t * Convert pointer up to touch end.\n\t *\n\t * @param {object} event\n\t */\n\tonPointerUp( event ) {\n\n\t\tif( event.pointerType === event.MSPOINTER_TYPE_TOUCH || event.pointerType === \"touch\" )  {\n\t\t\tevent.touches = [{ clientX: event.clientX, clientY: event.clientY }];\n\t\t\tthis.onTouchEnd( event );\n\t\t}\n\n\t}\n\n}","import { closest } from '../utils/util.js'\n\n/**\n * Manages focus when a presentation is embedded. This\n * helps us only capture keyboard from the presentation\n * a user is currently interacting with in a page where\n * multiple presentations are embedded.\n */\n\nconst STATE_FOCUS = 'focus';\nconst STATE_BLUR = 'blur';\n\nexport default class Focus {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.onRevealPointerDown = this.onRevealPointerDown.bind( this );\n\t\tthis.onDocumentPointerDown = this.onDocumentPointerDown.bind( this );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.embedded ) {\n\t\t\tthis.blur();\n\t\t}\n\t\telse {\n\t\t\tthis.focus();\n\t\t\tthis.unbind();\n\t\t}\n\n\t}\n\n\tbind() {\n\n\t\tif( this.Reveal.getConfig().embedded ) {\n\t\t\tthis.Reveal.getRevealElement().addEventListener( 'pointerdown', this.onRevealPointerDown, false );\n\t\t}\n\n\t}\n\n\tunbind() {\n\n\t\tthis.Reveal.getRevealElement().removeEventListener( 'pointerdown', this.onRevealPointerDown, false );\n\t\tdocument.removeEventListener( 'pointerdown', this.onDocumentPointerDown, false );\n\n\t}\n\n\tfocus() {\n\n\t\tif( this.state !== STATE_FOCUS ) {\n\t\t\tthis.Reveal.getRevealElement().classList.add( 'focused' );\n\t\t\tdocument.addEventListener( 'pointerdown', this.onDocumentPointerDown, false );\n\t\t}\n\n\t\tthis.state = STATE_FOCUS;\n\n\t}\n\n\tblur() {\n\n\t\tif( this.state !== STATE_BLUR ) {\n\t\t\tthis.Reveal.getRevealElement().classList.remove( 'focused' );\n\t\t\tdocument.removeEventListener( 'pointerdown', this.onDocumentPointerDown, false );\n\t\t}\n\n\t\tthis.state = STATE_BLUR;\n\n\t}\n\n\tisFocused() {\n\n\t\treturn this.state === STATE_FOCUS;\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.Reveal.getRevealElement().classList.remove( 'focused' );\n\n\t}\n\n\tonRevealPointerDown( event ) {\n\n\t\tthis.focus();\n\n\t}\n\n\tonDocumentPointerDown( event ) {\n\n\t\tlet revealElement = closest( event.target, '.reveal' );\n\t\tif( !revealElement || revealElement !== this.Reveal.getRevealElement() ) {\n\t\t\tthis.blur();\n\t\t}\n\n\t}\n\n}","/**\n * Handles the showing of speaker notes\n */\nexport default class Notes {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'speaker-notes';\n\t\tthis.element.setAttribute( 'data-prevent-swipe', '' );\n\t\tthis.element.setAttribute( 'tabindex', '0' );\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.showNotes ) {\n\t\t\tthis.element.setAttribute( 'data-layout', typeof config.showNotes === 'string' ? config.showNotes : 'inline' );\n\t\t}\n\n\t}\n\n\t/**\n\t * Pick up notes from the current slide and display them\n\t * to the viewer.\n\t *\n\t * @see {@link config.showNotes}\n\t */\n\tupdate() {\n\n\t\tif( this.Reveal.getConfig().showNotes &&\n\t\t\tthis.element && this.Reveal.getCurrentSlide() &&\n\t\t\t!this.Reveal.isScrollView() &&\n\t\t\t!this.Reveal.isPrintView()\n\t\t) {\n\t\t\tthis.element.innerHTML = this.getSlideNotes() || '<span class=\"notes-placeholder\">No notes on this slide.</span>';\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates the visibility of the speaker notes sidebar that\n\t * is used to share annotated slides. The notes sidebar is\n\t * only visible if showNotes is true and there are notes on\n\t * one or more slides in the deck.\n\t */\n\tupdateVisibility() {\n\n\t\tif( this.Reveal.getConfig().showNotes &&\n\t\t\tthis.hasNotes() &&\n\t\t\t!this.Reveal.isScrollView() &&\n\t\t\t!this.Reveal.isPrintView()\n\t\t) {\n\t\t\tthis.Reveal.getRevealElement().classList.add( 'show-notes' );\n\t\t}\n\t\telse {\n\t\t\tthis.Reveal.getRevealElement().classList.remove( 'show-notes' );\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if there are speaker notes for ANY slide in the\n\t * presentation.\n\t */\n\thasNotes() {\n\n\t\treturn this.Reveal.getSlidesElement().querySelectorAll( '[data-notes], aside.notes' ).length > 0;\n\n\t}\n\n\t/**\n\t * Checks if this presentation is running inside of the\n\t * speaker notes window.\n\t *\n\t * @return {boolean}\n\t */\n\tisSpeakerNotesWindow() {\n\n\t\treturn !!window.location.search.match( /receiver/gi );\n\n\t}\n\n\t/**\n\t * Retrieves the speaker notes from a slide. Notes can be\n\t * defined in two ways:\n\t * 1. As a data-notes attribute on the slide <section>\n\t * 2. With <aside class=\"notes\"> elements inside the slide\n\t *\n\t * @param {HTMLElement} [slide=currentSlide]\n\t * @return {(string|null)}\n\t */\n\tgetSlideNotes( slide = this.Reveal.getCurrentSlide() ) {\n\n\t\t// Notes can be specified via the data-notes attribute...\n\t\tif( slide.hasAttribute( 'data-notes' ) ) {\n\t\t\treturn slide.getAttribute( 'data-notes' );\n\t\t}\n\n\t\t// ... or using <aside class=\"notes\"> elements\n\t\tlet notesElements = slide.querySelectorAll( 'aside.notes' );\n\t\tif( notesElements ) {\n\t\t\treturn Array.from(notesElements).map( notesElement => notesElement.innerHTML ).join( '\\n' );\n\t\t}\n\n\t\treturn null;\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.element.remove();\n\n\t}\n\n}","/**\n * UI component that lets the use control auto-slide\n * playback via play/pause.\n */\nexport default class Playback {\n\n\t/**\n\t * @param {HTMLElement} container The component will append\n\t * itself to this\n\t * @param {function} progressCheck A method which will be\n\t * called frequently to get the current playback progress on\n\t * a range of 0-1\n\t */\n\tconstructor( container, progressCheck ) {\n\n\t\t// Cosmetics\n\t\tthis.diameter = 100;\n\t\tthis.diameter2 = this.diameter/2;\n\t\tthis.thickness = 6;\n\n\t\t// Flags if we are currently playing\n\t\tthis.playing = false;\n\n\t\t// Current progress on a 0-1 range\n\t\tthis.progress = 0;\n\n\t\t// Used to loop the animation smoothly\n\t\tthis.progressOffset = 1;\n\n\t\tthis.container = container;\n\t\tthis.progressCheck = progressCheck;\n\n\t\tthis.canvas = document.createElement( 'canvas' );\n\t\tthis.canvas.className = 'playback';\n\t\tthis.canvas.width = this.diameter;\n\t\tthis.canvas.height = this.diameter;\n\t\tthis.canvas.style.width = this.diameter2 + 'px';\n\t\tthis.canvas.style.height = this.diameter2 + 'px';\n\t\tthis.context = this.canvas.getContext( '2d' );\n\n\t\tthis.container.appendChild( this.canvas );\n\n\t\tthis.render();\n\n\t}\n\n\tsetPlaying( value ) {\n\n\t\tconst wasPlaying = this.playing;\n\n\t\tthis.playing = value;\n\n\t\t// Start repainting if we weren't already\n\t\tif( !wasPlaying && this.playing ) {\n\t\t\tthis.animate();\n\t\t}\n\t\telse {\n\t\t\tthis.render();\n\t\t}\n\n\t}\n\n\tanimate() {\n\n\t\tconst progressBefore = this.progress;\n\n\t\tthis.progress = this.progressCheck();\n\n\t\t// When we loop, offset the progress so that it eases\n\t\t// smoothly rather than immediately resetting\n\t\tif( progressBefore > 0.8 && this.progress < 0.2 ) {\n\t\t\tthis.progressOffset = this.progress;\n\t\t}\n\n\t\tthis.render();\n\n\t\tif( this.playing ) {\n\t\t\trequestAnimationFrame( this.animate.bind( this ) );\n\t\t}\n\n\t}\n\n\t/**\n\t * Renders the current progress and playback state.\n\t */\n\trender() {\n\n\t\tlet progress = this.playing ? this.progress : 0,\n\t\t\tradius = ( this.diameter2 ) - this.thickness,\n\t\t\tx = this.diameter2,\n\t\t\ty = this.diameter2,\n\t\t\ticonSize = 28;\n\n\t\t// Ease towards 1\n\t\tthis.progressOffset += ( 1 - this.progressOffset ) * 0.1;\n\n\t\tconst endAngle = ( - Math.PI / 2 ) + ( progress * ( Math.PI * 2 ) );\n\t\tconst startAngle = ( - Math.PI / 2 ) + ( this.progressOffset * ( Math.PI * 2 ) );\n\n\t\tthis.context.save();\n\t\tthis.context.clearRect( 0, 0, this.diameter, this.diameter );\n\n\t\t// Solid background color\n\t\tthis.context.beginPath();\n\t\tthis.context.arc( x, y, radius + 4, 0, Math.PI * 2, false );\n\t\tthis.context.fillStyle = 'rgba( 0, 0, 0, 0.4 )';\n\t\tthis.context.fill();\n\n\t\t// Draw progress track\n\t\tthis.context.beginPath();\n\t\tthis.context.arc( x, y, radius, 0, Math.PI * 2, false );\n\t\tthis.context.lineWidth = this.thickness;\n\t\tthis.context.strokeStyle = 'rgba( 255, 255, 255, 0.2 )';\n\t\tthis.context.stroke();\n\n\t\tif( this.playing ) {\n\t\t\t// Draw progress on top of track\n\t\t\tthis.context.beginPath();\n\t\t\tthis.context.arc( x, y, radius, startAngle, endAngle, false );\n\t\t\tthis.context.lineWidth = this.thickness;\n\t\t\tthis.context.strokeStyle = '#fff';\n\t\t\tthis.context.stroke();\n\t\t}\n\n\t\tthis.context.translate( x - ( iconSize / 2 ), y - ( iconSize / 2 ) );\n\n\t\t// Draw play/pause icons\n\t\tif( this.playing ) {\n\t\t\tthis.context.fillStyle = '#fff';\n\t\t\tthis.context.fillRect( 0, 0, iconSize / 2 - 4, iconSize );\n\t\t\tthis.context.fillRect( iconSize / 2 + 4, 0, iconSize / 2 - 4, iconSize );\n\t\t}\n\t\telse {\n\t\t\tthis.context.beginPath();\n\t\t\tthis.context.translate( 4, 0 );\n\t\t\tthis.context.moveTo( 0, 0 );\n\t\t\tthis.context.lineTo( iconSize - 4, iconSize / 2 );\n\t\t\tthis.context.lineTo( 0, iconSize );\n\t\t\tthis.context.fillStyle = '#fff';\n\t\t\tthis.context.fill();\n\t\t}\n\n\t\tthis.context.restore();\n\n\t}\n\n\ton( type, listener ) {\n\t\tthis.canvas.addEventListener( type, listener, false );\n\t}\n\n\toff( type, listener ) {\n\t\tthis.canvas.removeEventListener( type, listener, false );\n\t}\n\n\tdestroy() {\n\n\t\tthis.playing = false;\n\n\t\tif( this.canvas.parentNode ) {\n\t\t\tthis.container.removeChild( this.canvas );\n\t\t}\n\n\t}\n\n}","/**\n * The default reveal.js config object.\n */\nexport default {\n\n\t// The \"normal\" size of the presentation, aspect ratio will be preserved\n\t// when the presentation is scaled to fit different resolutions\n\twidth: 960,\n\theight: 700,\n\n\t// Factor of the display size that should remain empty around the content\n\tmargin: 0.04,\n\n\t// Bounds for smallest/largest possible scale to apply to content\n\tminScale: 0.2,\n\tmaxScale: 2.0,\n\n\t// Display presentation control arrows\n\tcontrols: true,\n\n\t// Help the user learn the controls by providing hints, for example by\n\t// bouncing the down arrow when they first encounter a vertical slide\n\tcontrolsTutorial: true,\n\n\t// Determines where controls appear, \"edges\" or \"bottom-right\"\n\tcontrolsLayout: 'bottom-right',\n\n\t// Visibility rule for backwards navigation arrows; \"faded\", \"hidden\"\n\t// or \"visible\"\n\tcontrolsBackArrows: 'faded',\n\n\t// Display a presentation progress bar\n\tprogress: true,\n\n\t// Display the page number of the current slide\n\t// - true:    Show slide number\n\t// - false:   Hide slide number\n\t//\n\t// Can optionally be set as a string that specifies the number formatting:\n\t// - \"h.v\":\t  Horizontal . vertical slide number (default)\n\t// - \"h/v\":\t  Horizontal / vertical slide number\n\t// - \"c\":\t  Flattened slide number\n\t// - \"c/t\":\t  Flattened slide number / total slides\n\t//\n\t// Alternatively, you can provide a function that returns the slide\n\t// number for the current slide. The function should take in a slide\n\t// object and return an array with one string [slideNumber] or\n\t// three strings [n1,delimiter,n2]. See #formatSlideNumber().\n\tslideNumber: false,\n\n\t// Can be used to limit the contexts in which the slide number appears\n\t// - \"all\":      Always show the slide number\n\t// - \"print\":    Only when printing to PDF\n\t// - \"speaker\":  Only in the speaker view\n\tshowSlideNumber: 'all',\n\n\t// Use 1 based indexing for # links to match slide number (default is zero\n\t// based)\n\thashOneBasedIndex: false,\n\n\t// Add the current slide number to the URL hash so that reloading the\n\t// page/copying the URL will return you to the same slide\n\thash: false,\n\n\t// Flags if we should monitor the hash and change slides accordingly\n\trespondToHashChanges: true,\n\n\t// Enable support for jump-to-slide navigation shortcuts\n\tjumpToSlide: true,\n\n\t// Push each slide change to the browser history.  Implies `hash: true`\n\thistory: false,\n\n\t// Enable keyboard shortcuts for navigation\n\tkeyboard: true,\n\n\t// Optional function that blocks keyboard events when retuning false\n\t//\n\t// If you set this to 'focused', we will only capture keyboard events\n\t// for embedded decks when they are in focus\n\tkeyboardCondition: null,\n\n\t// Disables the default reveal.js slide layout (scaling and centering)\n\t// so that you can use custom CSS layout\n\tdisableLayout: false,\n\n\t// Enable the slide overview mode\n\toverview: true,\n\n\t// Vertical centering of slides\n\tcenter: true,\n\n\t// Enables touch navigation on devices with touch input\n\ttouch: true,\n\n\t// Loop the presentation\n\tloop: false,\n\n\t// Change the presentation direction to be RTL\n\trtl: false,\n\n\t// Changes the behavior of our navigation directions.\n\t//\n\t// \"default\"\n\t// Left/right arrow keys step between horizontal slides, up/down\n\t// arrow keys step between vertical slides. Space key steps through\n\t// all slides (both horizontal and vertical).\n\t//\n\t// \"linear\"\n\t// Removes the up/down arrows. Left/right arrows step through all\n\t// slides (both horizontal and vertical).\n\t//\n\t// \"grid\"\n\t// When this is enabled, stepping left/right from a vertical stack\n\t// to an adjacent vertical stack will land you at the same vertical\n\t// index.\n\t//\n\t// Consider a deck with six slides ordered in two vertical stacks:\n\t// 1.1    2.1\n\t// 1.2    2.2\n\t// 1.3    2.3\n\t//\n\t// If you're on slide 1.3 and navigate right, you will normally move\n\t// from 1.3 -> 2.1. If \"grid\" is used, the same navigation takes you\n\t// from 1.3 -> 2.3.\n\tnavigationMode: 'default',\n\n\t// Randomizes the order of slides each time the presentation loads\n\tshuffle: false,\n\n\t// Turns fragments on and off globally\n\tfragments: true,\n\n\t// Flags whether to include the current fragment in the URL,\n\t// so that reloading brings you to the same fragment position\n\tfragmentInURL: true,\n\n\t// Flags if the presentation is running in an embedded mode,\n\t// i.e. contained within a limited portion of the screen\n\tembedded: false,\n\n\t// Flags if we should show a help overlay when the question-mark\n\t// key is pressed\n\thelp: true,\n\n\t// Flags if it should be possible to pause the presentation (blackout)\n\tpause: true,\n\n\t// Flags if speaker notes should be visible to all viewers\n\tshowNotes: false,\n\n\t// Flags if slides with data-visibility=\"hidden\" should be kep visible\n\tshowHiddenSlides: false,\n\n\t// Global override for autoplaying embedded media (video/audio/iframe)\n\t// - null:   Media will only autoplay if data-autoplay is present\n\t// - true:   All media will autoplay, regardless of individual setting\n\t// - false:  No media will autoplay, regardless of individual setting\n\tautoPlayMedia: null,\n\n\t// Global override for preloading lazy-loaded iframes\n\t// - null:   Iframes with data-src AND data-preload will be loaded when within\n\t//           the viewDistance, iframes with only data-src will be loaded when visible\n\t// - true:   All iframes with data-src will be loaded when within the viewDistance\n\t// - false:  All iframes with data-src will be loaded only when visible\n\tpreloadIframes: null,\n\n\t// Can be used to globally disable auto-animation\n\tautoAnimate: true,\n\n\t// Optionally provide a custom element matcher that will be\n\t// used to dictate which elements we can animate between.\n\tautoAnimateMatcher: null,\n\n\t// Default settings for our auto-animate transitions, can be\n\t// overridden per-slide or per-element via data arguments\n\tautoAnimateEasing: 'ease',\n\tautoAnimateDuration: 1.0,\n\tautoAnimateUnmatched: true,\n\n\t// CSS properties that can be auto-animated. Position & scale\n\t// is matched separately so there's no need to include styles\n\t// like top/right/bottom/left, width/height or margin.\n\tautoAnimateStyles: [\n\t\t'opacity',\n\t\t'color',\n\t\t'background-color',\n\t\t'padding',\n\t\t'font-size',\n\t\t'line-height',\n\t\t'letter-spacing',\n\t\t'border-width',\n\t\t'border-color',\n\t\t'border-radius',\n\t\t'outline',\n\t\t'outline-offset'\n\t],\n\n\t// Controls automatic progression to the next slide\n\t// - 0:      Auto-sliding only happens if the data-autoslide HTML attribute\n\t//           is present on the current slide or fragment\n\t// - 1+:     All slides will progress automatically at the given interval\n\t// - false:  No auto-sliding, even if data-autoslide is present\n\tautoSlide: 0,\n\n\t// Stop auto-sliding after user input\n\tautoSlideStoppable: true,\n\n\t// Use this method for navigation when auto-sliding (defaults to navigateNext)\n\tautoSlideMethod: null,\n\n\t// Specify the average time in seconds that you think you will spend\n\t// presenting each slide. This is used to show a pacing timer in the\n\t// speaker view\n\tdefaultTiming: null,\n\n\t// Enable slide navigation via mouse wheel\n\tmouseWheel: false,\n\n\t// Opens links in an iframe preview overlay\n\t// Add `data-preview-link` and `data-preview-link=\"false\"` to customise each link\n\t// individually\n\tpreviewLinks: false,\n\n\t// Exposes the reveal.js API through window.postMessage\n\tpostMessage: true,\n\n\t// Dispatches all reveal.js events to the parent window through postMessage\n\tpostMessageEvents: false,\n\n\t// Focuses body when page changes visibility to ensure keyboard shortcuts work\n\tfocusBodyOnPageVisibilityChange: true,\n\n\t// Transition style\n\ttransition: 'slide', // none/fade/slide/convex/concave/zoom\n\n\t// Transition speed\n\ttransitionSpeed: 'default', // default/fast/slow\n\n\t// Transition style for full page slide backgrounds\n\tbackgroundTransition: 'fade', // none/fade/slide/convex/concave/zoom\n\n\t// Parallax background image\n\tparallaxBackgroundImage: '', // CSS syntax, e.g. \"a.jpg\"\n\n\t// Parallax background size\n\tparallaxBackgroundSize: '', // CSS syntax, e.g. \"3000px 2000px\"\n\n\t// Parallax background repeat\n\tparallaxBackgroundRepeat: '', // repeat/repeat-x/repeat-y/no-repeat/initial/inherit\n\n\t// Parallax background position\n\tparallaxBackgroundPosition: '', // CSS syntax, e.g. \"top left\"\n\n\t// Amount of pixels to move the parallax background per slide step\n\tparallaxBackgroundHorizontal: null,\n\tparallaxBackgroundVertical: null,\n\n\t// Can be used to initialize reveal.js in one of the following views:\n\t// - print:   Render the presentation so that it can be printed to PDF\n\t// - scroll:  Show the presentation as a tall scrollable page with scroll\n\t//            triggered animations\n\tview: null,\n\n\t// Adjusts the height of each slide in the scroll view.\n\t// - full:       Each slide is as tall as the viewport\n\t// - compact:    Slides are as small as possible, allowing multiple slides\n\t//               to be visible in parallel on tall devices\n\tscrollLayout: 'full',\n\n\t// Control how scroll snapping works in the scroll view.\n\t// - false:   \tNo snapping, scrolling is continuous\n\t// - proximity:  Snap when close to a slide\n\t// - mandatory:  Always snap to the closest slide\n\t//\n\t// Only applies to presentations in scroll view.\n\tscrollSnap: 'mandatory',\n\n\t// Enables and configure the scroll view progress bar.\n\t// - 'auto':    Show the scrollbar while scrolling, hide while idle\n\t// - true:      Always show the scrollbar\n\t// - false:     Never show the scrollbar\n\tscrollProgress: 'auto',\n\n\t// Automatically activate the scroll view when we the viewport falls\n\t// below the given width.\n\tscrollActivationWidth: 435,\n\n\t// The maximum number of pages a single slide can expand onto when printing\n\t// to PDF, unlimited by default\n\tpdfMaxPagesPerSlide: Number.POSITIVE_INFINITY,\n\n\t// Prints each fragment on a separate slide\n\tpdfSeparateFragments: true,\n\n\t// Offset used to reduce the height of content within exported PDF pages.\n\t// This exists to account for environment differences based on how you\n\t// print to PDF. CLI printing options, like phantomjs and wkpdf, can end\n\t// on precisely the total height of the document whereas in-browser\n\t// printing has to end one pixel before.\n\tpdfPageHeightOffset: -1,\n\n\t// Number of slides away from the current that are visible\n\tviewDistance: 3,\n\n\t// Number of slides away from the current that are visible on mobile\n\t// devices. It is advisable to set this to a lower number than\n\t// viewDistance in order to save resources.\n\tmobileViewDistance: 2,\n\n\t// The display mode that will be used to show slides\n\tdisplay: 'block',\n\n\t// Hide cursor if inactive\n\thideInactiveCursor: true,\n\n\t// Time before the cursor is hidden (in ms)\n\thideCursorTime: 5000,\n\n\t// Should we automatically sort and set indices for fragments\n\t// at each sync? (See Reveal.sync)\n\tsortFragmentsOnSync: true,\n\n\t// Script dependencies to load\n\tdependencies: [],\n\n\t// Plugin objects to register and use for this presentation\n\tplugins: []\n\n}","import SlideContent from './controllers/slidecontent.js'\nimport SlideNumber from './controllers/slidenumber.js'\nimport JumpToSlide from './controllers/jumptoslide.js'\nimport Backgrounds from './controllers/backgrounds.js'\nimport AutoAnimate from './controllers/autoanimate.js'\nimport ScrollView from './controllers/scrollview.js'\nimport PrintView from './controllers/printview.js'\nimport Fragments from './controllers/fragments.js'\nimport Overview from './controllers/overview.js'\nimport Keyboard from './controllers/keyboard.js'\nimport Location from './controllers/location.js'\nimport Controls from './controllers/controls.js'\nimport Progress from './controllers/progress.js'\nimport Pointer from './controllers/pointer.js'\nimport Plugins from './controllers/plugins.js'\nimport Touch from './controllers/touch.js'\nimport Focus from './controllers/focus.js'\nimport Notes from './controllers/notes.js'\nimport Playback from './components/playback.js'\nimport defaultConfig from './config.js'\nimport * as Util from './utils/util.js'\nimport * as Device from './utils/device.js'\nimport {\n\tSLIDES_SELECTOR,\n\tHORIZONTAL_SLIDES_SELECTOR,\n\tVERTICAL_SLIDES_SELECTOR,\n\tPOST_MESSAGE_METHOD_BLACKLIST\n} from './utils/constants.js'\n\n// The reveal.js version\nexport const VERSION = '5.1.0';\n\n/**\n * reveal.js\n * https://revealjs.com\n * MIT licensed\n *\n * Copyright (C) 2011-2022 Hakim El Hattab, https://hakim.se\n */\nexport default function( revealElement, options ) {\n\n\t// Support initialization with no args, one arg\n\t// [options] or two args [revealElement, options]\n\tif( arguments.length < 2 ) {\n\t\toptions = arguments[0];\n\t\trevealElement = document.querySelector( '.reveal' );\n\t}\n\n\tconst Reveal = {};\n\n\t// Configuration defaults, can be overridden at initialization time\n\tlet config = {},\n\n\t\t// Flags if initialize() has been invoked for this reveal instance\n\t\tinitialized = false,\n\n\t\t// Flags if reveal.js is loaded (has dispatched the 'ready' event)\n\t\tready = false,\n\n\t\t// The horizontal and vertical index of the currently active slide\n\t\tindexh,\n\t\tindexv,\n\n\t\t// The previous and current slide HTML elements\n\t\tpreviousSlide,\n\t\tcurrentSlide,\n\n\t\t// Remember which directions that the user has navigated towards\n\t\tnavigationHistory = {\n\t\t\thasNavigatedHorizontally: false,\n\t\t\thasNavigatedVertically: false\n\t\t},\n\n\t\t// Slides may have a data-state attribute which we pick up and apply\n\t\t// as a class to the body. This list contains the combined state of\n\t\t// all current slides.\n\t\tstate = [],\n\n\t\t// The current scale of the presentation (see width/height config)\n\t\tscale = 1,\n\n\t\t// CSS transform that is currently applied to the slides container,\n\t\t// split into two groups\n\t\tslidesTransform = { layout: '', overview: '' },\n\n\t\t// Cached references to DOM elements\n\t\tdom = {},\n\n\t\t// Flags if the interaction event listeners are bound\n\t\teventsAreBound = false,\n\n\t\t// The current slide transition state; idle or running\n\t\ttransition = 'idle',\n\n\t\t// The current auto-slide duration\n\t\tautoSlide = 0,\n\n\t\t// Auto slide properties\n\t\tautoSlidePlayer,\n\t\tautoSlideTimeout = 0,\n\t\tautoSlideStartTime = -1,\n\t\tautoSlidePaused = false,\n\n\t\t// Controllers for different aspects of our presentation. They're\n\t\t// all given direct references to this Reveal instance since there\n\t\t// may be multiple presentations running in parallel.\n\t\tslideContent = new SlideContent( Reveal ),\n\t\tslideNumber = new SlideNumber( Reveal ),\n\t\tjumpToSlide = new JumpToSlide( Reveal ),\n\t\tautoAnimate = new AutoAnimate( Reveal ),\n\t\tbackgrounds = new Backgrounds( Reveal ),\n\t\tscrollView = new ScrollView( Reveal ),\n\t\tprintView = new PrintView( Reveal ),\n\t\tfragments = new Fragments( Reveal ),\n\t\toverview = new Overview( Reveal ),\n\t\tkeyboard = new Keyboard( Reveal ),\n\t\tlocation = new Location( Reveal ),\n\t\tcontrols = new Controls( Reveal ),\n\t\tprogress = new Progress( Reveal ),\n\t\tpointer = new Pointer( Reveal ),\n\t\tplugins = new Plugins( Reveal ),\n\t\tfocus = new Focus( Reveal ),\n\t\ttouch = new Touch( Reveal ),\n\t\tnotes = new Notes( Reveal );\n\n\t/**\n\t * Starts up the presentation.\n\t */\n\tfunction initialize( initOptions ) {\n\n\t\tif( !revealElement ) throw 'Unable to find presentation root (<div class=\"reveal\">).';\n\n\t\tinitialized = true;\n\n\t\t// Cache references to key DOM elements\n\t\tdom.wrapper = revealElement;\n\t\tdom.slides = revealElement.querySelector( '.slides' );\n\n\t\tif( !dom.slides ) throw 'Unable to find slides container (<div class=\"slides\">).';\n\n\t\t// Compose our config object in order of increasing precedence:\n\t\t// 1. Default reveal.js options\n\t\t// 2. Options provided via Reveal.configure() prior to\n\t\t//    initialization\n\t\t// 3. Options passed to the Reveal constructor\n\t\t// 4. Options passed to Reveal.initialize\n\t\t// 5. Query params\n\t\tconfig = { ...defaultConfig, ...config, ...options, ...initOptions, ...Util.getQueryHash() };\n\n\t\t// Legacy support for the ?print-pdf query\n\t\tif( /print-pdf/gi.test( window.location.search ) ) {\n\t\t\tconfig.view = 'print';\n\t\t}\n\n\t\tsetViewport();\n\n\t\t// Force a layout when the whole page, incl fonts, has loaded\n\t\twindow.addEventListener( 'load', layout, false );\n\n\t\t// Register plugins and load dependencies, then move on to #start()\n\t\tplugins.load( config.plugins, config.dependencies ).then( start );\n\n\t\treturn new Promise( resolve => Reveal.on( 'ready', resolve ) );\n\n\t}\n\n\t/**\n\t * Encase the presentation in a reveal.js viewport. The\n\t * extent of the viewport differs based on configuration.\n\t */\n\tfunction setViewport() {\n\n\t\t// Embedded decks use the reveal element as their viewport\n\t\tif( config.embedded === true ) {\n\t\t\tdom.viewport = Util.closest( revealElement, '.reveal-viewport' ) || revealElement;\n\t\t}\n\t\t// Full-page decks use the body as their viewport\n\t\telse {\n\t\t\tdom.viewport = document.body;\n\t\t\tdocument.documentElement.classList.add( 'reveal-full-page' );\n\t\t}\n\n\t\tdom.viewport.classList.add( 'reveal-viewport' );\n\n\t}\n\n\t/**\n\t * Starts up reveal.js by binding input events and navigating\n\t * to the current URL deeplink if there is one.\n\t */\n\tfunction start() {\n\n\t\tready = true;\n\n\t\t// Remove slides hidden with data-visibility\n\t\tremoveHiddenSlides();\n\n\t\t// Make sure we've got all the DOM elements we need\n\t\tsetupDOM();\n\n\t\t// Listen to messages posted to this window\n\t\tsetupPostMessage();\n\n\t\t// Prevent the slides from being scrolled out of view\n\t\tsetupScrollPrevention();\n\n\t\t// Adds bindings for fullscreen mode\n\t\tsetupFullscreen();\n\n\t\t// Resets all vertical slides so that only the first is visible\n\t\tresetVerticalSlides();\n\n\t\t// Updates the presentation to match the current configuration values\n\t\tconfigure();\n\n\t\t// Create slide backgrounds\n\t\tbackgrounds.update( true );\n\n\t\t// Activate the print/scroll view if configured\n\t\tactivateInitialView();\n\n\t\t// Read the initial hash\n\t\tlocation.readURL();\n\n\t\t// Notify listeners that the presentation is ready but use a 1ms\n\t\t// timeout to ensure it's not fired synchronously after #initialize()\n\t\tsetTimeout( () => {\n\t\t\t// Enable transitions now that we're loaded\n\t\t\tdom.slides.classList.remove( 'no-transition' );\n\n\t\t\tdom.wrapper.classList.add( 'ready' );\n\n\t\t\tdispatchEvent({\n\t\t\t\ttype: 'ready',\n\t\t\t\tdata: {\n\t\t\t\t\tindexh,\n\t\t\t\t\tindexv,\n\t\t\t\t\tcurrentSlide\n\t\t\t\t}\n\t\t\t});\n\t\t}, 1 );\n\n\t}\n\n\t/**\n\t * Activates the correct reveal.js view based on our config.\n\t * This is only invoked once during initialization.\n\t */\n\tfunction activateInitialView() {\n\n\t\tconst activatePrintView = config.view === 'print';\n\t\tconst activateScrollView = config.view === 'scroll' || config.view === 'reader';\n\n\t\tif( activatePrintView || activateScrollView ) {\n\n\t\t\tif( activatePrintView ) {\n\t\t\t\tremoveEventListeners();\n\t\t\t}\n\t\t\telse {\n\t\t\t\ttouch.unbind();\n\t\t\t}\n\n\t\t\t// Avoid content flickering during layout\n\t\t\tdom.viewport.classList.add( 'loading-scroll-mode' );\n\n\t\t\tif( activatePrintView ) {\n\t\t\t\t// The document needs to have loaded for the PDF layout\n\t\t\t\t// measurements to be accurate\n\t\t\t\tif( document.readyState === 'complete' ) {\n\t\t\t\t\tprintView.activate();\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\twindow.addEventListener( 'load', () => printView.activate() );\n\t\t\t\t}\n\t\t\t}\n\t\t\telse {\n\t\t\t\tscrollView.activate();\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Removes all slides with data-visibility=\"hidden\". This\n\t * is done right before the rest of the presentation is\n\t * initialized.\n\t *\n\t * If you want to show all hidden slides, initialize\n\t * reveal.js with showHiddenSlides set to true.\n\t */\n\tfunction removeHiddenSlides() {\n\n\t\tif( !config.showHiddenSlides ) {\n\t\t\tUtil.queryAll( dom.wrapper, 'section[data-visibility=\"hidden\"]' ).forEach( slide => {\n\t\t\t\tconst parent = slide.parentNode;\n\n\t\t\t\t// If this slide is part of a stack and that stack will be\n\t\t\t\t// empty after removing the hidden slide, remove the entire\n\t\t\t\t// stack\n\t\t\t\tif( parent.childElementCount === 1 && /section/i.test( parent.nodeName ) ) {\n\t\t\t\t\tparent.remove();\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tslide.remove();\n\t\t\t\t}\n\n\t\t\t} );\n\t\t}\n\n\t}\n\n\t/**\n\t * Finds and stores references to DOM elements which are\n\t * required by the presentation. If a required element is\n\t * not found, it is created.\n\t */\n\tfunction setupDOM() {\n\n\t\t// Prevent transitions while we're loading\n\t\tdom.slides.classList.add( 'no-transition' );\n\n\t\tif( Device.isMobile ) {\n\t\t\tdom.wrapper.classList.add( 'no-hover' );\n\t\t}\n\t\telse {\n\t\t\tdom.wrapper.classList.remove( 'no-hover' );\n\t\t}\n\n\t\tbackgrounds.render();\n\t\tslideNumber.render();\n\t\tjumpToSlide.render();\n\t\tcontrols.render();\n\t\tprogress.render();\n\t\tnotes.render();\n\n\t\t// Overlay graphic which is displayed during the paused mode\n\t\tdom.pauseOverlay = Util.createSingletonNode( dom.wrapper, 'div', 'pause-overlay', config.controls ? '<button class=\"resume-button\">Resume presentation</button>' : null );\n\n\t\tdom.statusElement = createStatusElement();\n\n\t\tdom.wrapper.setAttribute( 'role', 'application' );\n\t}\n\n\t/**\n\t * Creates a hidden div with role aria-live to announce the\n\t * current slide content. Hide the div off-screen to make it\n\t * available only to Assistive Technologies.\n\t *\n\t * @return {HTMLElement}\n\t */\n\tfunction createStatusElement() {\n\n\t\tlet statusElement = dom.wrapper.querySelector( '.aria-status' );\n\t\tif( !statusElement ) {\n\t\t\tstatusElement = document.createElement( 'div' );\n\t\t\tstatusElement.style.position = 'absolute';\n\t\t\tstatusElement.style.height = '1px';\n\t\t\tstatusElement.style.width = '1px';\n\t\t\tstatusElement.style.overflow = 'hidden';\n\t\t\tstatusElement.style.clip = 'rect( 1px, 1px, 1px, 1px )';\n\t\t\tstatusElement.classList.add( 'aria-status' );\n\t\t\tstatusElement.setAttribute( 'aria-live', 'polite' );\n\t\t\tstatusElement.setAttribute( 'aria-atomic','true' );\n\t\t\tdom.wrapper.appendChild( statusElement );\n\t\t}\n\t\treturn statusElement;\n\n\t}\n\n\t/**\n\t * Announces the given text to screen readers.\n\t */\n\tfunction announceStatus( value ) {\n\n\t\tdom.statusElement.textContent = value;\n\n\t}\n\n\t/**\n\t * Converts the given HTML element into a string of text\n\t * that can be announced to a screen reader. Hidden\n\t * elements are excluded.\n\t */\n\tfunction getStatusText( node ) {\n\n\t\tlet text = '';\n\n\t\t// Text node\n\t\tif( node.nodeType === 3 ) {\n\t\t\ttext += node.textContent;\n\t\t}\n\t\t// Element node\n\t\telse if( node.nodeType === 1 ) {\n\n\t\t\tlet isAriaHidden = node.getAttribute( 'aria-hidden' );\n\t\t\tlet isDisplayHidden = window.getComputedStyle( node )['display'] === 'none';\n\t\t\tif( isAriaHidden !== 'true' && !isDisplayHidden ) {\n\n\t\t\t\tArray.from( node.childNodes ).forEach( child => {\n\t\t\t\t\ttext += getStatusText( child );\n\t\t\t\t} );\n\n\t\t\t}\n\n\t\t}\n\n\t\ttext = text.trim();\n\n\t\treturn text === '' ? '' : text + ' ';\n\n\t}\n\n\t/**\n\t * This is an unfortunate necessity. Some actions – such as\n\t * an input field being focused in an iframe or using the\n\t * keyboard to expand text selection beyond the bounds of\n\t * a slide – can trigger our content to be pushed out of view.\n\t * This scrolling can not be prevented by hiding overflow in\n\t * CSS (we already do) so we have to resort to repeatedly\n\t * checking if the slides have been offset :(\n\t */\n\tfunction setupScrollPrevention() {\n\n\t\tsetInterval( () => {\n\t\t\tif( !scrollView.isActive() && dom.wrapper.scrollTop !== 0 || dom.wrapper.scrollLeft !== 0 ) {\n\t\t\t\tdom.wrapper.scrollTop = 0;\n\t\t\t\tdom.wrapper.scrollLeft = 0;\n\t\t\t}\n\t\t}, 1000 );\n\n\t}\n\n\t/**\n\t * After entering fullscreen we need to force a layout to\n\t * get our presentations to scale correctly. This behavior\n\t * is inconsistent across browsers but a force layout seems\n\t * to normalize it.\n\t */\n\tfunction setupFullscreen() {\n\n\t\tdocument.addEventListener( 'fullscreenchange', onFullscreenChange );\n\t\tdocument.addEventListener( 'webkitfullscreenchange', onFullscreenChange );\n\n\t}\n\n\t/**\n\t * Registers a listener to postMessage events, this makes it\n\t * possible to call all reveal.js API methods from another\n\t * window. For example:\n\t *\n\t * revealWindow.postMessage( JSON.stringify({\n\t *   method: 'slide',\n\t *   args: [ 2 ]\n\t * }), '*' );\n\t */\n\tfunction setupPostMessage() {\n\n\t\tif( config.postMessage ) {\n\t\t\twindow.addEventListener( 'message', onPostMessage, false );\n\t\t}\n\n\t}\n\n\t/**\n\t * Applies the configuration settings from the config\n\t * object. May be called multiple times.\n\t *\n\t * @param {object} options\n\t */\n\tfunction configure( options ) {\n\n\t\tconst oldConfig = { ...config }\n\n\t\t// New config options may be passed when this method\n\t\t// is invoked through the API after initialization\n\t\tif( typeof options === 'object' ) Util.extend( config, options );\n\n\t\t// Abort if reveal.js hasn't finished loading, config\n\t\t// changes will be applied automatically once ready\n\t\tif( Reveal.isReady() ===  false ) return;\n\n\t\tconst numberOfSlides = dom.wrapper.querySelectorAll( SLIDES_SELECTOR ).length;\n\n\t\t// The transition is added as a class on the .reveal element\n\t\tdom.wrapper.classList.remove( oldConfig.transition );\n\t\tdom.wrapper.classList.add( config.transition );\n\n\t\tdom.wrapper.setAttribute( 'data-transition-speed', config.transitionSpeed );\n\t\tdom.wrapper.setAttribute( 'data-background-transition', config.backgroundTransition );\n\n\t\t// Expose our configured slide dimensions as custom props\n\t\tdom.viewport.style.setProperty( '--slide-width', typeof config.width === 'string' ? config.width :  config.width + 'px' );\n\t\tdom.viewport.style.setProperty( '--slide-height', typeof config.height === 'string' ? config.height :  config.height + 'px' );\n\n\t\tif( config.shuffle ) {\n\t\t\tshuffle();\n\t\t}\n\n\t\tUtil.toggleClass( dom.wrapper, 'embedded', config.embedded );\n\t\tUtil.toggleClass( dom.wrapper, 'rtl', config.rtl );\n\t\tUtil.toggleClass( dom.wrapper, 'center', config.center );\n\n\t\t// Exit the paused mode if it was configured off\n\t\tif( config.pause === false ) {\n\t\t\tresume();\n\t\t}\n\n\t\t// Iframe link previews\n\t\tif( config.previewLinks ) {\n\t\t\tenablePreviewLinks();\n\t\t\tdisablePreviewLinks( '[data-preview-link=false]' );\n\t\t}\n\t\telse {\n\t\t\tdisablePreviewLinks();\n\t\t\tenablePreviewLinks( '[data-preview-link]:not([data-preview-link=false])' );\n\t\t}\n\n\t\t// Reset all changes made by auto-animations\n\t\tautoAnimate.reset();\n\n\t\t// Remove existing auto-slide controls\n\t\tif( autoSlidePlayer ) {\n\t\t\tautoSlidePlayer.destroy();\n\t\t\tautoSlidePlayer = null;\n\t\t}\n\n\t\t// Generate auto-slide controls if needed\n\t\tif( numberOfSlides > 1 && config.autoSlide && config.autoSlideStoppable ) {\n\t\t\tautoSlidePlayer = new Playback( dom.wrapper, () => {\n\t\t\t\treturn Math.min( Math.max( ( Date.now() - autoSlideStartTime ) / autoSlide, 0 ), 1 );\n\t\t\t} );\n\n\t\t\tautoSlidePlayer.on( 'click', onAutoSlidePlayerClick );\n\t\t\tautoSlidePaused = false;\n\t\t}\n\n\t\t// Add the navigation mode to the DOM so we can adjust styling\n\t\tif( config.navigationMode !== 'default' ) {\n\t\t\tdom.wrapper.setAttribute( 'data-navigation-mode', config.navigationMode );\n\t\t}\n\t\telse {\n\t\t\tdom.wrapper.removeAttribute( 'data-navigation-mode' );\n\t\t}\n\n\t\tnotes.configure( config, oldConfig );\n\t\tfocus.configure( config, oldConfig );\n\t\tpointer.configure( config, oldConfig );\n\t\tcontrols.configure( config, oldConfig );\n\t\tprogress.configure( config, oldConfig );\n\t\tkeyboard.configure( config, oldConfig );\n\t\tfragments.configure( config, oldConfig );\n\t\tslideNumber.configure( config, oldConfig );\n\n\t\tsync();\n\n\t}\n\n\t/**\n\t * Binds all event listeners.\n\t */\n\tfunction addEventListeners() {\n\n\t\teventsAreBound = true;\n\n\t\twindow.addEventListener( 'resize', onWindowResize, false );\n\n\t\tif( config.touch ) touch.bind();\n\t\tif( config.keyboard ) keyboard.bind();\n\t\tif( config.progress ) progress.bind();\n\t\tif( config.respondToHashChanges ) location.bind();\n\t\tcontrols.bind();\n\t\tfocus.bind();\n\n\t\tdom.slides.addEventListener( 'click', onSlidesClicked, false );\n\t\tdom.slides.addEventListener( 'transitionend', onTransitionEnd, false );\n\t\tdom.pauseOverlay.addEventListener( 'click', resume, false );\n\n\t\tif( config.focusBodyOnPageVisibilityChange ) {\n\t\t\tdocument.addEventListener( 'visibilitychange', onPageVisibilityChange, false );\n\t\t}\n\n\t}\n\n\t/**\n\t * Unbinds all event listeners.\n\t */\n\tfunction removeEventListeners() {\n\n\t\teventsAreBound = false;\n\n\t\ttouch.unbind();\n\t\tfocus.unbind();\n\t\tkeyboard.unbind();\n\t\tcontrols.unbind();\n\t\tprogress.unbind();\n\t\tlocation.unbind();\n\n\t\twindow.removeEventListener( 'resize', onWindowResize, false );\n\n\t\tdom.slides.removeEventListener( 'click', onSlidesClicked, false );\n\t\tdom.slides.removeEventListener( 'transitionend', onTransitionEnd, false );\n\t\tdom.pauseOverlay.removeEventListener( 'click', resume, false );\n\n\t}\n\n\t/**\n\t * Uninitializes reveal.js by undoing changes made to the\n\t * DOM and removing all event listeners.\n\t */\n\tfunction destroy() {\n\n\t\t// There's nothing to destroy if this instance hasn't been\n\t\t// initialized yet\n\t\tif( initialized === false ) return;\n\n\t\tremoveEventListeners();\n\t\tcancelAutoSlide();\n\t\tdisablePreviewLinks();\n\n\t\t// Destroy controllers\n\t\tnotes.destroy();\n\t\tfocus.destroy();\n\t\tplugins.destroy();\n\t\tpointer.destroy();\n\t\tcontrols.destroy();\n\t\tprogress.destroy();\n\t\tbackgrounds.destroy();\n\t\tslideNumber.destroy();\n\t\tjumpToSlide.destroy();\n\n\t\t// Remove event listeners\n\t\tdocument.removeEventListener( 'fullscreenchange', onFullscreenChange );\n\t\tdocument.removeEventListener( 'webkitfullscreenchange', onFullscreenChange );\n\t\tdocument.removeEventListener( 'visibilitychange', onPageVisibilityChange, false );\n\t\twindow.removeEventListener( 'message', onPostMessage, false );\n\t\twindow.removeEventListener( 'load', layout, false );\n\n\t\t// Undo DOM changes\n\t\tif( dom.pauseOverlay ) dom.pauseOverlay.remove();\n\t\tif( dom.statusElement ) dom.statusElement.remove();\n\n\t\tdocument.documentElement.classList.remove( 'reveal-full-page' );\n\n\t\tdom.wrapper.classList.remove( 'ready', 'center', 'has-horizontal-slides', 'has-vertical-slides' );\n\t\tdom.wrapper.removeAttribute( 'data-transition-speed' );\n\t\tdom.wrapper.removeAttribute( 'data-background-transition' );\n\n\t\tdom.viewport.classList.remove( 'reveal-viewport' );\n\t\tdom.viewport.style.removeProperty( '--slide-width' );\n\t\tdom.viewport.style.removeProperty( '--slide-height' );\n\n\t\tdom.slides.style.removeProperty( 'width' );\n\t\tdom.slides.style.removeProperty( 'height' );\n\t\tdom.slides.style.removeProperty( 'zoom' );\n\t\tdom.slides.style.removeProperty( 'left' );\n\t\tdom.slides.style.removeProperty( 'top' );\n\t\tdom.slides.style.removeProperty( 'bottom' );\n\t\tdom.slides.style.removeProperty( 'right' );\n\t\tdom.slides.style.removeProperty( 'transform' );\n\n\t\tArray.from( dom.wrapper.querySelectorAll( SLIDES_SELECTOR ) ).forEach( slide => {\n\t\t\tslide.style.removeProperty( 'display' );\n\t\t\tslide.style.removeProperty( 'top' );\n\t\t\tslide.removeAttribute( 'hidden' );\n\t\t\tslide.removeAttribute( 'aria-hidden' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Adds a listener to one of our custom reveal.js events,\n\t * like slidechanged.\n\t */\n\tfunction on( type, listener, useCapture ) {\n\n\t\trevealElement.addEventListener( type, listener, useCapture );\n\n\t}\n\n\t/**\n\t * Unsubscribes from a reveal.js event.\n\t */\n\tfunction off( type, listener, useCapture ) {\n\n\t\trevealElement.removeEventListener( type, listener, useCapture );\n\n\t}\n\n\t/**\n\t * Applies CSS transforms to the slides container. The container\n\t * is transformed from two separate sources: layout and the overview\n\t * mode.\n\t *\n\t * @param {object} transforms\n\t */\n\tfunction transformSlides( transforms ) {\n\n\t\t// Pick up new transforms from arguments\n\t\tif( typeof transforms.layout === 'string' ) slidesTransform.layout = transforms.layout;\n\t\tif( typeof transforms.overview === 'string' ) slidesTransform.overview = transforms.overview;\n\n\t\t// Apply the transforms to the slides container\n\t\tif( slidesTransform.layout ) {\n\t\t\tUtil.transformElement( dom.slides, slidesTransform.layout + ' ' + slidesTransform.overview );\n\t\t}\n\t\telse {\n\t\t\tUtil.transformElement( dom.slides, slidesTransform.overview );\n\t\t}\n\n\t}\n\n\t/**\n\t * Dispatches an event of the specified type from the\n\t * reveal DOM element.\n\t */\n\tfunction dispatchEvent({ target=dom.wrapper, type, data, bubbles=true }) {\n\n\t\tlet event = document.createEvent( 'HTMLEvents', 1, 2 );\n\t\tevent.initEvent( type, bubbles, true );\n\t\tUtil.extend( event, data );\n\t\ttarget.dispatchEvent( event );\n\n\t\tif( target === dom.wrapper ) {\n\t\t\t// If we're in an iframe, post each reveal.js event to the\n\t\t\t// parent window. Used by the notes plugin\n\t\t\tdispatchPostMessage( type );\n\t\t}\n\n\t\treturn event;\n\n\t}\n\n\t/**\n\t * Dispatches a slidechanged event.\n\t *\n\t * @param {string} origin Used to identify multiplex clients\n\t */\n\tfunction dispatchSlideChanged( origin ) {\n\n\t\tdispatchEvent({\n\t\t\ttype: 'slidechanged',\n\t\t\tdata: {\n\t\t\t\tindexh,\n\t\t\t\tindexv,\n\t\t\t\tpreviousSlide,\n\t\t\t\tcurrentSlide,\n\t\t\t\torigin\n\t\t\t}\n\t\t});\n\n\t}\n\n\t/**\n\t * Dispatched a postMessage of the given type from our window.\n\t */\n\tfunction dispatchPostMessage( type, data ) {\n\n\t\tif( config.postMessageEvents && window.parent !== window.self ) {\n\t\t\tlet message = {\n\t\t\t\tnamespace: 'reveal',\n\t\t\t\teventName: type,\n\t\t\t\tstate: getState()\n\t\t\t};\n\n\t\t\tUtil.extend( message, data );\n\n\t\t\twindow.parent.postMessage( JSON.stringify( message ), '*' );\n\t\t}\n\n\t}\n\n\t/**\n\t * Bind preview frame links.\n\t *\n\t * @param {string} [selector=a] - selector for anchors\n\t */\n\tfunction enablePreviewLinks( selector = 'a' ) {\n\n\t\tArray.from( dom.wrapper.querySelectorAll( selector ) ).forEach( element => {\n\t\t\tif( /^(http|www)/gi.test( element.getAttribute( 'href' ) ) ) {\n\t\t\t\telement.addEventListener( 'click', onPreviewLinkClicked, false );\n\t\t\t}\n\t\t} );\n\n\t}\n\n\t/**\n\t * Unbind preview frame links.\n\t */\n\tfunction disablePreviewLinks( selector = 'a' ) {\n\n\t\tArray.from( dom.wrapper.querySelectorAll( selector ) ).forEach( element => {\n\t\t\tif( /^(http|www)/gi.test( element.getAttribute( 'href' ) ) ) {\n\t\t\t\telement.removeEventListener( 'click', onPreviewLinkClicked, false );\n\t\t\t}\n\t\t} );\n\n\t}\n\n\t/**\n\t * Opens a preview window for the target URL.\n\t *\n\t * @param {string} url - url for preview iframe src\n\t */\n\tfunction showPreview( url ) {\n\n\t\tcloseOverlay();\n\n\t\tdom.overlay = document.createElement( 'div' );\n\t\tdom.overlay.classList.add( 'overlay' );\n\t\tdom.overlay.classList.add( 'overlay-preview' );\n\t\tdom.wrapper.appendChild( dom.overlay );\n\n\t\tdom.overlay.innerHTML =\n\t\t\t`<header>\n\t\t\t\t<a class=\"close\" href=\"#\"><span class=\"icon\"></span></a>\n\t\t\t\t<a class=\"external\" href=\"${url}\" target=\"_blank\"><span class=\"icon\"></span></a>\n\t\t\t</header>\n\t\t\t<div class=\"spinner\"></div>\n\t\t\t<div class=\"viewport\">\n\t\t\t\t<iframe src=\"${url}\"></iframe>\n\t\t\t\t<small class=\"viewport-inner\">\n\t\t\t\t\t<span class=\"x-frame-error\">Unable to load iframe. This is likely due to the site's policy (x-frame-options).</span>\n\t\t\t\t</small>\n\t\t\t</div>`;\n\n\t\tdom.overlay.querySelector( 'iframe' ).addEventListener( 'load', event => {\n\t\t\tdom.overlay.classList.add( 'loaded' );\n\t\t}, false );\n\n\t\tdom.overlay.querySelector( '.close' ).addEventListener( 'click', event => {\n\t\t\tcloseOverlay();\n\t\t\tevent.preventDefault();\n\t\t}, false );\n\n\t\tdom.overlay.querySelector( '.external' ).addEventListener( 'click', event => {\n\t\t\tcloseOverlay();\n\t\t}, false );\n\n\t}\n\n\t/**\n\t * Open or close help overlay window.\n\t *\n\t * @param {Boolean} [override] Flag which overrides the\n\t * toggle logic and forcibly sets the desired state. True means\n\t * help is open, false means it's closed.\n\t */\n\tfunction toggleHelp( override ){\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? showHelp() : closeOverlay();\n\t\t}\n\t\telse {\n\t\t\tif( dom.overlay ) {\n\t\t\t\tcloseOverlay();\n\t\t\t}\n\t\t\telse {\n\t\t\t\tshowHelp();\n\t\t\t}\n\t\t}\n\t}\n\n\t/**\n\t * Opens an overlay window with help material.\n\t */\n\tfunction showHelp() {\n\n\t\tif( config.help ) {\n\n\t\t\tcloseOverlay();\n\n\t\t\tdom.overlay = document.createElement( 'div' );\n\t\t\tdom.overlay.classList.add( 'overlay' );\n\t\t\tdom.overlay.classList.add( 'overlay-help' );\n\t\t\tdom.wrapper.appendChild( dom.overlay );\n\n\t\t\tlet html = '<p class=\"title\">Keyboard Shortcuts</p><br/>';\n\n\t\t\tlet shortcuts = keyboard.getShortcuts(),\n\t\t\t\tbindings = keyboard.getBindings();\n\n\t\t\thtml += '<table><th>KEY</th><th>ACTION</th>';\n\t\t\tfor( let key in shortcuts ) {\n\t\t\t\thtml += `<tr><td>${key}</td><td>${shortcuts[ key ]}</td></tr>`;\n\t\t\t}\n\n\t\t\t// Add custom key bindings that have associated descriptions\n\t\t\tfor( let binding in bindings ) {\n\t\t\t\tif( bindings[binding].key && bindings[binding].description ) {\n\t\t\t\t\thtml += `<tr><td>${bindings[binding].key}</td><td>${bindings[binding].description}</td></tr>`;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\thtml += '</table>';\n\n\t\t\tdom.overlay.innerHTML = `\n\t\t\t\t<header>\n\t\t\t\t\t<a class=\"close\" href=\"#\"><span class=\"icon\"></span></a>\n\t\t\t\t</header>\n\t\t\t\t<div class=\"viewport\">\n\t\t\t\t\t<div class=\"viewport-inner\">${html}</div>\n\t\t\t\t</div>\n\t\t\t`;\n\n\t\t\tdom.overlay.querySelector( '.close' ).addEventListener( 'click', event => {\n\t\t\t\tcloseOverlay();\n\t\t\t\tevent.preventDefault();\n\t\t\t}, false );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Closes any currently open overlay.\n\t */\n\tfunction closeOverlay() {\n\n\t\tif( dom.overlay ) {\n\t\t\tdom.overlay.parentNode.removeChild( dom.overlay );\n\t\t\tdom.overlay = null;\n\t\t\treturn true;\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Applies JavaScript-controlled layout rules to the\n\t * presentation.\n\t */\n\tfunction layout() {\n\n\t\tif( dom.wrapper && !printView.isActive() ) {\n\n\t\t\tconst viewportWidth = dom.viewport.offsetWidth;\n\t\t\tconst viewportHeight = dom.viewport.offsetHeight;\n\n\t\t\tif( !config.disableLayout ) {\n\n\t\t\t\t// On some mobile devices '100vh' is taller than the visible\n\t\t\t\t// viewport which leads to part of the presentation being\n\t\t\t\t// cut off. To work around this we define our own '--vh' custom\n\t\t\t\t// property where 100x adds up to the correct height.\n\t\t\t\t//\n\t\t\t\t// https://css-tricks.com/the-trick-to-viewport-units-on-mobile/\n\t\t\t\tif( Device.isMobile && !config.embedded ) {\n\t\t\t\t\tdocument.documentElement.style.setProperty( '--vh', ( window.innerHeight * 0.01 ) + 'px' );\n\t\t\t\t}\n\n\t\t\t\tconst size = scrollView.isActive() ?\n\t\t\t\t\t\t\t getComputedSlideSize( viewportWidth, viewportHeight ) :\n\t\t\t\t\t\t\t getComputedSlideSize();\n\n\t\t\t\tconst oldScale = scale;\n\n\t\t\t\t// Layout the contents of the slides\n\t\t\t\tlayoutSlideContents( config.width, config.height );\n\n\t\t\t\tdom.slides.style.width = size.width + 'px';\n\t\t\t\tdom.slides.style.height = size.height + 'px';\n\n\t\t\t\t// Determine scale of content to fit within available space\n\t\t\t\tscale = Math.min( size.presentationWidth / size.width, size.presentationHeight / size.height );\n\n\t\t\t\t// Respect max/min scale settings\n\t\t\t\tscale = Math.max( scale, config.minScale );\n\t\t\t\tscale = Math.min( scale, config.maxScale );\n\n\t\t\t\t// Don't apply any scaling styles if scale is 1 or we're\n\t\t\t\t// in the scroll view\n\t\t\t\tif( scale === 1 || scrollView.isActive() ) {\n\t\t\t\t\tdom.slides.style.zoom = '';\n\t\t\t\t\tdom.slides.style.left = '';\n\t\t\t\t\tdom.slides.style.top = '';\n\t\t\t\t\tdom.slides.style.bottom = '';\n\t\t\t\t\tdom.slides.style.right = '';\n\t\t\t\t\ttransformSlides( { layout: '' } );\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tdom.slides.style.zoom = '';\n\t\t\t\t\tdom.slides.style.left = '50%';\n\t\t\t\t\tdom.slides.style.top = '50%';\n\t\t\t\t\tdom.slides.style.bottom = 'auto';\n\t\t\t\t\tdom.slides.style.right = 'auto';\n\t\t\t\t\ttransformSlides( { layout: 'translate(-50%, -50%) scale('+ scale +')' } );\n\t\t\t\t}\n\n\t\t\t\t// Select all slides, vertical and horizontal\n\t\t\t\tconst slides = Array.from( dom.wrapper.querySelectorAll( SLIDES_SELECTOR ) );\n\n\t\t\t\tfor( let i = 0, len = slides.length; i < len; i++ ) {\n\t\t\t\t\tconst slide = slides[ i ];\n\n\t\t\t\t\t// Don't bother updating invisible slides\n\t\t\t\t\tif( slide.style.display === 'none' ) {\n\t\t\t\t\t\tcontinue;\n\t\t\t\t\t}\n\n\t\t\t\t\tif( ( config.center || slide.classList.contains( 'center' ) ) ) {\n\t\t\t\t\t\t// Vertical stacks are not centred since their section\n\t\t\t\t\t\t// children will be\n\t\t\t\t\t\tif( slide.classList.contains( 'stack' ) ) {\n\t\t\t\t\t\t\tslide.style.top = 0;\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tslide.style.top = Math.max( ( size.height - slide.scrollHeight ) / 2, 0 ) + 'px';\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tslide.style.top = '';\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\tif( oldScale !== scale ) {\n\t\t\t\t\tdispatchEvent({\n\t\t\t\t\t\ttype: 'resize',\n\t\t\t\t\t\tdata: {\n\t\t\t\t\t\t\toldScale,\n\t\t\t\t\t\t\tscale,\n\t\t\t\t\t\t\tsize\n\t\t\t\t\t\t}\n\t\t\t\t\t});\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tcheckResponsiveScrollView();\n\n\t\t\tdom.viewport.style.setProperty( '--slide-scale', scale );\n\t\t\tdom.viewport.style.setProperty( '--viewport-width', viewportWidth + 'px' );\n\t\t\tdom.viewport.style.setProperty( '--viewport-height', viewportHeight + 'px' );\n\n\t\t\tscrollView.layout();\n\n\t\t\tprogress.update();\n\t\t\tbackgrounds.updateParallax();\n\n\t\t\tif( overview.isActive() ) {\n\t\t\t\toverview.update();\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Applies layout logic to the contents of all slides in\n\t * the presentation.\n\t *\n\t * @param {string|number} width\n\t * @param {string|number} height\n\t */\n\tfunction layoutSlideContents( width, height ) {\n\t\t// Handle sizing of elements with the 'r-stretch' class\n\t\tUtil.queryAll( dom.slides, 'section > .stretch, section > .r-stretch' ).forEach( element => {\n\n\t\t\t// Determine how much vertical space we can use\n\t\t\tlet remainingHeight = Util.getRemainingHeight( element, height );\n\n\t\t\t// Consider the aspect ratio of media elements\n\t\t\tif( /(img|video)/gi.test( element.nodeName ) ) {\n\t\t\t\tconst nw = element.naturalWidth || element.videoWidth,\n\t\t\t\t\t  nh = element.naturalHeight || element.videoHeight;\n\n\t\t\t\tconst es = Math.min( width / nw, remainingHeight / nh );\n\n\t\t\t\telement.style.width = ( nw * es ) + 'px';\n\t\t\t\telement.style.height = ( nh * es ) + 'px';\n\n\t\t\t}\n\t\t\telse {\n\t\t\t\telement.style.width = width + 'px';\n\t\t\t\telement.style.height = remainingHeight + 'px';\n\t\t\t}\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Responsively activates the scroll mode when we reach the configured\n\t * activation width.\n\t */\n\tfunction checkResponsiveScrollView() {\n\n\t\t// Only proceed if...\n\t\t// 1. The DOM is ready\n\t\t// 2. Layouts aren't disabled via config\n\t\t// 3. We're not currently printing\n\t\t// 4. There is a scrollActivationWidth set\n\t\t// 5. The deck isn't configured to always use the scroll view\n\t\tif(\n\t\t\tdom.wrapper &&\n\t\t\t!config.disableLayout &&\n\t\t\t!printView.isActive() &&\n\t\t\ttypeof config.scrollActivationWidth === 'number' &&\n\t\t\tconfig.view !== 'scroll'\n\t\t) {\n\t\t\tconst size = getComputedSlideSize();\n\n\t\t\tif( size.presentationWidth > 0 && size.presentationWidth <= config.scrollActivationWidth ) {\n\t\t\t\tif( !scrollView.isActive() ) {\n\t\t\t\t\tbackgrounds.create();\n\t\t\t\t\tscrollView.activate()\n\t\t\t\t};\n\t\t\t}\n\t\t\telse {\n\t\t\t\tif( scrollView.isActive() ) scrollView.deactivate();\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Calculates the computed pixel size of our slides. These\n\t * values are based on the width and height configuration\n\t * options.\n\t *\n\t * @param {number} [presentationWidth=dom.wrapper.offsetWidth]\n\t * @param {number} [presentationHeight=dom.wrapper.offsetHeight]\n\t */\n\tfunction getComputedSlideSize( presentationWidth, presentationHeight ) {\n\n\t\tlet width = config.width;\n\t\tlet height = config.height;\n\n\t\tif( config.disableLayout ) {\n\t\t\twidth = dom.slides.offsetWidth;\n\t\t\theight = dom.slides.offsetHeight;\n\t\t}\n\n\t\tconst size = {\n\t\t\t// Slide size\n\t\t\twidth: width,\n\t\t\theight: height,\n\n\t\t\t// Presentation size\n\t\t\tpresentationWidth: presentationWidth || dom.wrapper.offsetWidth,\n\t\t\tpresentationHeight: presentationHeight || dom.wrapper.offsetHeight\n\t\t};\n\n\t\t// Reduce available space by margin\n\t\tsize.presentationWidth -= ( size.presentationWidth * config.margin );\n\t\tsize.presentationHeight -= ( size.presentationHeight * config.margin );\n\n\t\t// Slide width may be a percentage of available width\n\t\tif( typeof size.width === 'string' && /%$/.test( size.width ) ) {\n\t\t\tsize.width = parseInt( size.width, 10 ) / 100 * size.presentationWidth;\n\t\t}\n\n\t\t// Slide height may be a percentage of available height\n\t\tif( typeof size.height === 'string' && /%$/.test( size.height ) ) {\n\t\t\tsize.height = parseInt( size.height, 10 ) / 100 * size.presentationHeight;\n\t\t}\n\n\t\treturn size;\n\n\t}\n\n\t/**\n\t * Stores the vertical index of a stack so that the same\n\t * vertical slide can be selected when navigating to and\n\t * from the stack.\n\t *\n\t * @param {HTMLElement} stack The vertical stack element\n\t * @param {string|number} [v=0] Index to memorize\n\t */\n\tfunction setPreviousVerticalIndex( stack, v ) {\n\n\t\tif( typeof stack === 'object' && typeof stack.setAttribute === 'function' ) {\n\t\t\tstack.setAttribute( 'data-previous-indexv', v || 0 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Retrieves the vertical index which was stored using\n\t * #setPreviousVerticalIndex() or 0 if no previous index\n\t * exists.\n\t *\n\t * @param {HTMLElement} stack The vertical stack element\n\t */\n\tfunction getPreviousVerticalIndex( stack ) {\n\n\t\tif( typeof stack === 'object' && typeof stack.setAttribute === 'function' && stack.classList.contains( 'stack' ) ) {\n\t\t\t// Prefer manually defined start-indexv\n\t\t\tconst attributeName = stack.hasAttribute( 'data-start-indexv' ) ? 'data-start-indexv' : 'data-previous-indexv';\n\n\t\t\treturn parseInt( stack.getAttribute( attributeName ) || 0, 10 );\n\t\t}\n\n\t\treturn 0;\n\n\t}\n\n\t/**\n\t * Checks if the current or specified slide is vertical\n\t * (nested within another slide).\n\t *\n\t * @param {HTMLElement} [slide=currentSlide] The slide to check\n\t * orientation of\n\t * @return {Boolean}\n\t */\n\tfunction isVerticalSlide( slide = currentSlide ) {\n\n\t\treturn slide && slide.parentNode && !!slide.parentNode.nodeName.match( /section/i );\n\n\t}\n\n\t/**\n\t * Checks if the current or specified slide is a stack containing\n\t * vertical slides.\n\t *\n\t * @param {HTMLElement} [slide=currentSlide]\n\t * @return {Boolean}\n\t */\n\tfunction isVerticalStack( slide = currentSlide ) {\n\n\t\treturn slide.classList.contains( '.stack' ) || slide.querySelector( 'section' ) !== null;\n\n\t}\n\n\t/**\n\t * Returns true if we're on the last slide in the current\n\t * vertical stack.\n\t */\n\tfunction isLastVerticalSlide() {\n\n\t\tif( currentSlide && isVerticalSlide( currentSlide ) ) {\n\t\t\t// Does this slide have a next sibling?\n\t\t\tif( currentSlide.nextElementSibling ) return false;\n\n\t\t\treturn true;\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Returns true if we're currently on the first slide in\n\t * the presentation.\n\t */\n\tfunction isFirstSlide() {\n\n\t\treturn indexh === 0 && indexv === 0;\n\n\t}\n\n\t/**\n\t * Returns true if we're currently on the last slide in\n\t * the presenation. If the last slide is a stack, we only\n\t * consider this the last slide if it's at the end of the\n\t * stack.\n\t */\n\tfunction isLastSlide() {\n\n\t\tif( currentSlide ) {\n\t\t\t// Does this slide have a next sibling?\n\t\t\tif( currentSlide.nextElementSibling ) return false;\n\n\t\t\t// If it's vertical, does its parent have a next sibling?\n\t\t\tif( isVerticalSlide( currentSlide ) && currentSlide.parentNode.nextElementSibling ) return false;\n\n\t\t\treturn true;\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Enters the paused mode which fades everything on screen to\n\t * black.\n\t */\n\tfunction pause() {\n\n\t\tif( config.pause ) {\n\t\t\tconst wasPaused = dom.wrapper.classList.contains( 'paused' );\n\n\t\t\tcancelAutoSlide();\n\t\t\tdom.wrapper.classList.add( 'paused' );\n\n\t\t\tif( wasPaused === false ) {\n\t\t\t\tdispatchEvent({ type: 'paused' });\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Exits from the paused mode.\n\t */\n\tfunction resume() {\n\n\t\tconst wasPaused = dom.wrapper.classList.contains( 'paused' );\n\t\tdom.wrapper.classList.remove( 'paused' );\n\n\t\tcueAutoSlide();\n\n\t\tif( wasPaused ) {\n\t\t\tdispatchEvent({ type: 'resumed' });\n\t\t}\n\n\t}\n\n\t/**\n\t * Toggles the paused mode on and off.\n\t */\n\tfunction togglePause( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? pause() : resume();\n\t\t}\n\t\telse {\n\t\t\tisPaused() ? resume() : pause();\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if we are currently in the paused mode.\n\t *\n\t * @return {Boolean}\n\t */\n\tfunction isPaused() {\n\n\t\treturn dom.wrapper.classList.contains( 'paused' );\n\n\t}\n\n\t/**\n\t * Toggles visibility of the jump-to-slide UI.\n\t */\n\tfunction toggleJumpToSlide( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? jumpToSlide.show() : jumpToSlide.hide();\n\t\t}\n\t\telse {\n\t\t\tjumpToSlide.isVisible() ? jumpToSlide.hide() : jumpToSlide.show();\n\t\t}\n\n\t}\n\n\t/**\n\t * Toggles the auto slide mode on and off.\n\t *\n\t * @param {Boolean} [override] Flag which sets the desired state.\n\t * True means autoplay starts, false means it stops.\n\t */\n\n\tfunction toggleAutoSlide( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? resumeAutoSlide() : pauseAutoSlide();\n\t\t}\n\n\t\telse {\n\t\t\tautoSlidePaused ? resumeAutoSlide() : pauseAutoSlide();\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if the auto slide mode is currently on.\n\t *\n\t * @return {Boolean}\n\t */\n\tfunction isAutoSliding() {\n\n\t\treturn !!( autoSlide && !autoSlidePaused );\n\n\t}\n\n\t/**\n\t * Steps from the current point in the presentation to the\n\t * slide which matches the specified horizontal and vertical\n\t * indices.\n\t *\n\t * @param {number} [h=indexh] Horizontal index of the target slide\n\t * @param {number} [v=indexv] Vertical index of the target slide\n\t * @param {number} [f] Index of a fragment within the\n\t * target slide to activate\n\t * @param {number} [origin] Origin for use in multimaster environments\n\t */\n\tfunction slide( h, v, f, origin ) {\n\n\t\t// Dispatch an event before the slide\n\t\tconst slidechange = dispatchEvent({\n\t\t\ttype: 'beforeslidechange',\n\t\t\tdata: {\n\t\t\t\tindexh: h === undefined ? indexh : h,\n\t\t\t\tindexv: v === undefined ? indexv : v,\n\t\t\t\torigin\n\t\t\t}\n\t\t});\n\n\t\t// Abort if this slide change was prevented by an event listener\n\t\tif( slidechange.defaultPrevented ) return;\n\n\t\t// Remember where we were at before\n\t\tpreviousSlide = currentSlide;\n\n\t\t// Query all horizontal slides in the deck\n\t\tconst horizontalSlides = dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR );\n\n\t\t// If we're in scroll mode, we scroll the target slide into view\n\t\t// instead of running our standard slide transition\n\t\tif( scrollView.isActive() ) {\n\t\t\tconst scrollToSlide = scrollView.getSlideByIndices( h, v );\n\t\t\tif( scrollToSlide ) scrollView.scrollToSlide( scrollToSlide );\n\t\t\treturn;\n\t\t}\n\n\t\t// Abort if there are no slides\n\t\tif( horizontalSlides.length === 0 ) return;\n\n\t\t// If no vertical index is specified and the upcoming slide is a\n\t\t// stack, resume at its previous vertical index\n\t\tif( v === undefined && !overview.isActive() ) {\n\t\t\tv = getPreviousVerticalIndex( horizontalSlides[ h ] );\n\t\t}\n\n\t\t// If we were on a vertical stack, remember what vertical index\n\t\t// it was on so we can resume at the same position when returning\n\t\tif( previousSlide && previousSlide.parentNode && previousSlide.parentNode.classList.contains( 'stack' ) ) {\n\t\t\tsetPreviousVerticalIndex( previousSlide.parentNode, indexv );\n\t\t}\n\n\t\t// Remember the state before this slide\n\t\tconst stateBefore = state.concat();\n\n\t\t// Reset the state array\n\t\tstate.length = 0;\n\n\t\tlet indexhBefore = indexh || 0,\n\t\t\tindexvBefore = indexv || 0;\n\n\t\t// Activate and transition to the new slide\n\t\tindexh = updateSlides( HORIZONTAL_SLIDES_SELECTOR, h === undefined ? indexh : h );\n\t\tindexv = updateSlides( VERTICAL_SLIDES_SELECTOR, v === undefined ? indexv : v );\n\n\t\t// Dispatch an event if the slide changed\n\t\tlet slideChanged = ( indexh !== indexhBefore || indexv !== indexvBefore );\n\n\t\t// Ensure that the previous slide is never the same as the current\n\t\tif( !slideChanged ) previousSlide = null;\n\n\t\t// Find the current horizontal slide and any possible vertical slides\n\t\t// within it\n\t\tlet currentHorizontalSlide = horizontalSlides[ indexh ],\n\t\t\tcurrentVerticalSlides = currentHorizontalSlide.querySelectorAll( 'section' );\n\n\t\t// Indicate when we're on a vertical slide\n\t\trevealElement.classList.toggle( 'is-vertical-slide', currentVerticalSlides.length > 1 );\n\n\t\t// Store references to the previous and current slides\n\t\tcurrentSlide = currentVerticalSlides[ indexv ] || currentHorizontalSlide;\n\n\t\tlet autoAnimateTransition = false;\n\n\t\t// Detect if we're moving between two auto-animated slides\n\t\tif( slideChanged && previousSlide && currentSlide && !overview.isActive() ) {\n\t\t\ttransition = 'running';\n\n\t\t\tautoAnimateTransition = shouldAutoAnimateBetween( previousSlide, currentSlide, indexhBefore, indexvBefore );\n\n\t\t\t// If this is an auto-animated transition, we disable the\n\t\t\t// regular slide transition\n\t\t\t//\n\t\t\t// Note 20-03-2020:\n\t\t\t// This needs to happen before we update slide visibility,\n\t\t\t// otherwise transitions will still run in Safari.\n\t\t\tif( autoAnimateTransition ) {\n\t\t\t\tdom.slides.classList.add( 'disable-slide-transitions' )\n\t\t\t}\n\t\t}\n\n\t\t// Update the visibility of slides now that the indices have changed\n\t\tupdateSlidesVisibility();\n\n\t\tlayout();\n\n\t\t// Update the overview if it's currently active\n\t\tif( overview.isActive() ) {\n\t\t\toverview.update();\n\t\t}\n\n\t\t// Show fragment, if specified\n\t\tif( typeof f !== 'undefined' ) {\n\t\t\tfragments.goto( f );\n\t\t}\n\n\t\t// Solves an edge case where the previous slide maintains the\n\t\t// 'present' class when navigating between adjacent vertical\n\t\t// stacks\n\t\tif( previousSlide && previousSlide !== currentSlide ) {\n\t\t\tpreviousSlide.classList.remove( 'present' );\n\t\t\tpreviousSlide.setAttribute( 'aria-hidden', 'true' );\n\n\t\t\t// Reset all slides upon navigate to home\n\t\t\tif( isFirstSlide() ) {\n\t\t\t\t// Launch async task\n\t\t\t\tsetTimeout( () => {\n\t\t\t\t\tgetVerticalStacks().forEach( slide => {\n\t\t\t\t\t\tsetPreviousVerticalIndex( slide, 0 );\n\t\t\t\t\t} );\n\t\t\t\t}, 0 );\n\t\t\t}\n\t\t}\n\n\t\t// Apply the new state\n\t\tstateLoop: for( let i = 0, len = state.length; i < len; i++ ) {\n\t\t\t// Check if this state existed on the previous slide. If it\n\t\t\t// did, we will avoid adding it repeatedly\n\t\t\tfor( let j = 0; j < stateBefore.length; j++ ) {\n\t\t\t\tif( stateBefore[j] === state[i] ) {\n\t\t\t\t\tstateBefore.splice( j, 1 );\n\t\t\t\t\tcontinue stateLoop;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tdom.viewport.classList.add( state[i] );\n\n\t\t\t// Dispatch custom event matching the state's name\n\t\t\tdispatchEvent({ type: state[i] });\n\t\t}\n\n\t\t// Clean up the remains of the previous state\n\t\twhile( stateBefore.length ) {\n\t\t\tdom.viewport.classList.remove( stateBefore.pop() );\n\t\t}\n\n\t\tif( slideChanged ) {\n\t\t\tdispatchSlideChanged( origin );\n\t\t}\n\n\t\t// Handle embedded content\n\t\tif( slideChanged || !previousSlide ) {\n\t\t\tslideContent.stopEmbeddedContent( previousSlide );\n\t\t\tslideContent.startEmbeddedContent( currentSlide );\n\t\t}\n\n\t\t// Announce the current slide contents to screen readers\n\t\t// Use animation frame to prevent getComputedStyle in getStatusText\n\t\t// from triggering layout mid-frame\n\t\trequestAnimationFrame( () => {\n\t\t\tannounceStatus( getStatusText( currentSlide ) );\n\t\t});\n\n\t\tprogress.update();\n\t\tcontrols.update();\n\t\tnotes.update();\n\t\tbackgrounds.update();\n\t\tbackgrounds.updateParallax();\n\t\tslideNumber.update();\n\t\tfragments.update();\n\n\t\t// Update the URL hash\n\t\tlocation.writeURL();\n\n\t\tcueAutoSlide();\n\n\t\t// Auto-animation\n\t\tif( autoAnimateTransition ) {\n\n\t\t\tsetTimeout( () => {\n\t\t\t\tdom.slides.classList.remove( 'disable-slide-transitions' );\n\t\t\t}, 0 );\n\n\t\t\tif( config.autoAnimate ) {\n\t\t\t\t// Run the auto-animation between our slides\n\t\t\t\tautoAnimate.run( previousSlide, currentSlide );\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks whether or not an auto-animation should take place between\n\t * the two given slides.\n\t *\n\t * @param {HTMLElement} fromSlide\n\t * @param {HTMLElement} toSlide\n\t * @param {number} indexhBefore\n\t * @param {number} indexvBefore\n\t *\n\t * @returns {boolean}\n\t */\n\tfunction shouldAutoAnimateBetween( fromSlide, toSlide, indexhBefore, indexvBefore ) {\n\n\t\treturn \tfromSlide.hasAttribute( 'data-auto-animate' ) && toSlide.hasAttribute( 'data-auto-animate' ) &&\n\t\t\t\tfromSlide.getAttribute( 'data-auto-animate-id' ) === toSlide.getAttribute( 'data-auto-animate-id' ) &&\n\t\t\t\t!( ( indexh > indexhBefore || indexv > indexvBefore ) ? toSlide : fromSlide ).hasAttribute( 'data-auto-animate-restart' );\n\n\t}\n\n\t/**\n\t * Called anytime a new slide should be activated while in the scroll\n\t * view. The active slide is the page that occupies the most space in\n\t * the scrollable viewport.\n\t *\n\t * @param {number} pageIndex\n\t * @param {HTMLElement} slideElement\n\t */\n\tfunction setCurrentScrollPage( slideElement, h, v ) {\n\n\t\tlet indexhBefore = indexh || 0;\n\n\t\tindexh = h;\n\t\tindexv = v;\n\n\t\tconst slideChanged = currentSlide !== slideElement;\n\n\t\tpreviousSlide = currentSlide;\n\t\tcurrentSlide = slideElement;\n\n\t\tif( currentSlide && previousSlide ) {\n\t\t\tif( config.autoAnimate && shouldAutoAnimateBetween( previousSlide, currentSlide, indexhBefore, indexv ) ) {\n\t\t\t\t// Run the auto-animation between our slides\n\t\t\t\tautoAnimate.run( previousSlide, currentSlide );\n\t\t\t}\n\t\t}\n\n\t\t// Start or stop embedded content like videos and iframes\n\t\tif( slideChanged ) {\n\t\t\tif( previousSlide ) {\n\t\t\t\tslideContent.stopEmbeddedContent( previousSlide );\n\t\t\t\tslideContent.stopEmbeddedContent( previousSlide.slideBackgroundElement );\n\t\t\t}\n\n\t\t\tslideContent.startEmbeddedContent( currentSlide );\n\t\t\tslideContent.startEmbeddedContent( currentSlide.slideBackgroundElement );\n\t\t}\n\n\t\trequestAnimationFrame( () => {\n\t\t\tannounceStatus( getStatusText( currentSlide ) );\n\t\t});\n\n\t\tdispatchSlideChanged();\n\n\t}\n\n\t/**\n\t * Syncs the presentation with the current DOM. Useful\n\t * when new slides or control elements are added or when\n\t * the configuration has changed.\n\t */\n\tfunction sync() {\n\n\t\t// Subscribe to input\n\t\tremoveEventListeners();\n\t\taddEventListeners();\n\n\t\t// Force a layout to make sure the current config is accounted for\n\t\tlayout();\n\n\t\t// Reflect the current autoSlide value\n\t\tautoSlide = config.autoSlide;\n\n\t\t// Start auto-sliding if it's enabled\n\t\tcueAutoSlide();\n\n\t\t// Re-create all slide backgrounds\n\t\tbackgrounds.create();\n\n\t\t// Write the current hash to the URL\n\t\tlocation.writeURL();\n\n\t\tif( config.sortFragmentsOnSync === true ) {\n\t\t\tfragments.sortAll();\n\t\t}\n\n\t\tcontrols.update();\n\t\tprogress.update();\n\n\t\tupdateSlidesVisibility();\n\n\t\tnotes.update();\n\t\tnotes.updateVisibility();\n\t\tbackgrounds.update( true );\n\t\tslideNumber.update();\n\t\tslideContent.formatEmbeddedContent();\n\n\t\t// Start or stop embedded content depending on global config\n\t\tif( config.autoPlayMedia === false ) {\n\t\t\tslideContent.stopEmbeddedContent( currentSlide, { unloadIframes: false } );\n\t\t}\n\t\telse {\n\t\t\tslideContent.startEmbeddedContent( currentSlide );\n\t\t}\n\n\t\tif( overview.isActive() ) {\n\t\t\toverview.layout();\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates reveal.js to keep in sync with new slide attributes. For\n\t * example, if you add a new `data-background-image` you can call\n\t * this to have reveal.js render the new background image.\n\t *\n\t * Similar to #sync() but more efficient when you only need to\n\t * refresh a specific slide.\n\t *\n\t * @param {HTMLElement} slide\n\t */\n\tfunction syncSlide( slide = currentSlide ) {\n\n\t\tbackgrounds.sync( slide );\n\t\tfragments.sync( slide );\n\n\t\tslideContent.load( slide );\n\n\t\tbackgrounds.update();\n\t\tnotes.update();\n\n\t}\n\n\t/**\n\t * Resets all vertical slides so that only the first\n\t * is visible.\n\t */\n\tfunction resetVerticalSlides() {\n\n\t\tgetHorizontalSlides().forEach( horizontalSlide => {\n\n\t\t\tUtil.queryAll( horizontalSlide, 'section' ).forEach( ( verticalSlide, y ) => {\n\n\t\t\t\tif( y > 0 ) {\n\t\t\t\t\tverticalSlide.classList.remove( 'present' );\n\t\t\t\t\tverticalSlide.classList.remove( 'past' );\n\t\t\t\t\tverticalSlide.classList.add( 'future' );\n\t\t\t\t\tverticalSlide.setAttribute( 'aria-hidden', 'true' );\n\t\t\t\t}\n\n\t\t\t} );\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Randomly shuffles all slides in the deck.\n\t */\n\tfunction shuffle( slides = getHorizontalSlides() ) {\n\n\t\tslides.forEach( ( slide, i ) => {\n\n\t\t\t// Insert the slide next to a randomly picked sibling slide\n\t\t\t// slide. This may cause the slide to insert before itself,\n\t\t\t// but that's not an issue.\n\t\t\tlet beforeSlide = slides[ Math.floor( Math.random() * slides.length ) ];\n\t\t\tif( beforeSlide.parentNode === slide.parentNode ) {\n\t\t\t\tslide.parentNode.insertBefore( slide, beforeSlide );\n\t\t\t}\n\n\t\t\t// Randomize the order of vertical slides (if there are any)\n\t\t\tlet verticalSlides = slide.querySelectorAll( 'section' );\n\t\t\tif( verticalSlides.length ) {\n\t\t\t\tshuffle( verticalSlides );\n\t\t\t}\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Updates one dimension of slides by showing the slide\n\t * with the specified index.\n\t *\n\t * @param {string} selector A CSS selector that will fetch\n\t * the group of slides we are working with\n\t * @param {number} index The index of the slide that should be\n\t * shown\n\t *\n\t * @return {number} The index of the slide that is now shown,\n\t * might differ from the passed in index if it was out of\n\t * bounds.\n\t */\n\tfunction updateSlides( selector, index ) {\n\n\t\t// Select all slides and convert the NodeList result to\n\t\t// an array\n\t\tlet slides = Util.queryAll( dom.wrapper, selector ),\n\t\t\tslidesLength = slides.length;\n\n\t\tlet printMode = scrollView.isActive() || printView.isActive();\n\t\tlet loopedForwards = false;\n\t\tlet loopedBackwards = false;\n\n\t\tif( slidesLength ) {\n\n\t\t\t// Should the index loop?\n\t\t\tif( config.loop ) {\n\t\t\t\tif( index >= slidesLength ) loopedForwards = true;\n\n\t\t\t\tindex %= slidesLength;\n\n\t\t\t\tif( index < 0 ) {\n\t\t\t\t\tindex = slidesLength + index;\n\t\t\t\t\tloopedBackwards = true;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// Enforce max and minimum index bounds\n\t\t\tindex = Math.max( Math.min( index, slidesLength - 1 ), 0 );\n\n\t\t\tfor( let i = 0; i < slidesLength; i++ ) {\n\t\t\t\tlet element = slides[i];\n\n\t\t\t\tlet reverse = config.rtl && !isVerticalSlide( element );\n\n\t\t\t\t// Avoid .remove() with multiple args for IE11 support\n\t\t\t\telement.classList.remove( 'past' );\n\t\t\t\telement.classList.remove( 'present' );\n\t\t\t\telement.classList.remove( 'future' );\n\n\t\t\t\t// http://www.w3.org/html/wg/drafts/html/master/editing.html#the-hidden-attribute\n\t\t\t\telement.setAttribute( 'hidden', '' );\n\t\t\t\telement.setAttribute( 'aria-hidden', 'true' );\n\n\t\t\t\t// If this element contains vertical slides\n\t\t\t\tif( element.querySelector( 'section' ) ) {\n\t\t\t\t\telement.classList.add( 'stack' );\n\t\t\t\t}\n\n\t\t\t\t// If we're printing static slides, all slides are \"present\"\n\t\t\t\tif( printMode ) {\n\t\t\t\t\telement.classList.add( 'present' );\n\t\t\t\t\tcontinue;\n\t\t\t\t}\n\n\t\t\t\tif( i < index ) {\n\t\t\t\t\t// Any element previous to index is given the 'past' class\n\t\t\t\t\telement.classList.add( reverse ? 'future' : 'past' );\n\n\t\t\t\t\tif( config.fragments ) {\n\t\t\t\t\t\t// Show all fragments in prior slides\n\t\t\t\t\t\tshowFragmentsIn( element );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse if( i > index ) {\n\t\t\t\t\t// Any element subsequent to index is given the 'future' class\n\t\t\t\t\telement.classList.add( reverse ? 'past' : 'future' );\n\n\t\t\t\t\tif( config.fragments ) {\n\t\t\t\t\t\t// Hide all fragments in future slides\n\t\t\t\t\t\thideFragmentsIn( element );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\t// Update the visibility of fragments when a presentation loops\n\t\t\t\t// in either direction\n\t\t\t\telse if( i === index && config.fragments ) {\n\t\t\t\t\tif( loopedForwards ) {\n\t\t\t\t\t\thideFragmentsIn( element );\n\t\t\t\t\t}\n\t\t\t\t\telse if( loopedBackwards ) {\n\t\t\t\t\t\tshowFragmentsIn( element );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tlet slide = slides[index];\n\t\t\tlet wasPresent = slide.classList.contains( 'present' );\n\n\t\t\t// Mark the current slide as present\n\t\t\tslide.classList.add( 'present' );\n\t\t\tslide.removeAttribute( 'hidden' );\n\t\t\tslide.removeAttribute( 'aria-hidden' );\n\n\t\t\tif( !wasPresent ) {\n\t\t\t\t// Dispatch an event indicating the slide is now visible\n\t\t\t\tdispatchEvent({\n\t\t\t\t\ttarget: slide,\n\t\t\t\t\ttype: 'visible',\n\t\t\t\t\tbubbles: false\n\t\t\t\t});\n\t\t\t}\n\n\t\t\t// If this slide has a state associated with it, add it\n\t\t\t// onto the current state of the deck\n\t\t\tlet slideState = slide.getAttribute( 'data-state' );\n\t\t\tif( slideState ) {\n\t\t\t\tstate = state.concat( slideState.split( ' ' ) );\n\t\t\t}\n\n\t\t}\n\t\telse {\n\t\t\t// Since there are no slides we can't be anywhere beyond the\n\t\t\t// zeroth index\n\t\t\tindex = 0;\n\t\t}\n\n\t\treturn index;\n\n\t}\n\n\t/**\n\t * Shows all fragment elements within the given container.\n\t */\n\tfunction showFragmentsIn( container ) {\n\n\t\tUtil.queryAll( container, '.fragment' ).forEach( fragment => {\n\t\t\tfragment.classList.add( 'visible' );\n\t\t\tfragment.classList.remove( 'current-fragment' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Hides all fragment elements within the given container.\n\t */\n\tfunction hideFragmentsIn( container ) {\n\n\t\tUtil.queryAll( container, '.fragment.visible' ).forEach( fragment => {\n\t\t\tfragment.classList.remove( 'visible', 'current-fragment' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Optimization method; hide all slides that are far away\n\t * from the present slide.\n\t */\n\tfunction updateSlidesVisibility() {\n\n\t\t// Select all slides and convert the NodeList result to\n\t\t// an array\n\t\tlet horizontalSlides = getHorizontalSlides(),\n\t\t\thorizontalSlidesLength = horizontalSlides.length,\n\t\t\tdistanceX,\n\t\t\tdistanceY;\n\n\t\tif( horizontalSlidesLength && typeof indexh !== 'undefined' ) {\n\n\t\t\t// The number of steps away from the present slide that will\n\t\t\t// be visible\n\t\t\tlet viewDistance = overview.isActive() ? 10 : config.viewDistance;\n\n\t\t\t// Shorten the view distance on devices that typically have\n\t\t\t// less resources\n\t\t\tif( Device.isMobile ) {\n\t\t\t\tviewDistance = overview.isActive() ? 6 : config.mobileViewDistance;\n\t\t\t}\n\n\t\t\t// All slides need to be visible when exporting to PDF\n\t\t\tif( printView.isActive() ) {\n\t\t\t\tviewDistance = Number.MAX_VALUE;\n\t\t\t}\n\n\t\t\tfor( let x = 0; x < horizontalSlidesLength; x++ ) {\n\t\t\t\tlet horizontalSlide = horizontalSlides[x];\n\n\t\t\t\tlet verticalSlides = Util.queryAll( horizontalSlide, 'section' ),\n\t\t\t\t\tverticalSlidesLength = verticalSlides.length;\n\n\t\t\t\t// Determine how far away this slide is from the present\n\t\t\t\tdistanceX = Math.abs( ( indexh || 0 ) - x ) || 0;\n\n\t\t\t\t// If the presentation is looped, distance should measure\n\t\t\t\t// 1 between the first and last slides\n\t\t\t\tif( config.loop ) {\n\t\t\t\t\tdistanceX = Math.abs( ( ( indexh || 0 ) - x ) % ( horizontalSlidesLength - viewDistance ) ) || 0;\n\t\t\t\t}\n\n\t\t\t\t// Show the horizontal slide if it's within the view distance\n\t\t\t\tif( distanceX < viewDistance ) {\n\t\t\t\t\tslideContent.load( horizontalSlide );\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tslideContent.unload( horizontalSlide );\n\t\t\t\t}\n\n\t\t\t\tif( verticalSlidesLength ) {\n\n\t\t\t\t\tlet oy = getPreviousVerticalIndex( horizontalSlide );\n\n\t\t\t\t\tfor( let y = 0; y < verticalSlidesLength; y++ ) {\n\t\t\t\t\t\tlet verticalSlide = verticalSlides[y];\n\n\t\t\t\t\t\tdistanceY = x === ( indexh || 0 ) ? Math.abs( ( indexv || 0 ) - y ) : Math.abs( y - oy );\n\n\t\t\t\t\t\tif( distanceX + distanceY < viewDistance ) {\n\t\t\t\t\t\t\tslideContent.load( verticalSlide );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tslideContent.unload( verticalSlide );\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// Flag if there are ANY vertical slides, anywhere in the deck\n\t\t\tif( hasVerticalSlides() ) {\n\t\t\t\tdom.wrapper.classList.add( 'has-vertical-slides' );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tdom.wrapper.classList.remove( 'has-vertical-slides' );\n\t\t\t}\n\n\t\t\t// Flag if there are ANY horizontal slides, anywhere in the deck\n\t\t\tif( hasHorizontalSlides() ) {\n\t\t\t\tdom.wrapper.classList.add( 'has-horizontal-slides' );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tdom.wrapper.classList.remove( 'has-horizontal-slides' );\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Determine what available routes there are for navigation.\n\t *\n\t * @return {{left: boolean, right: boolean, up: boolean, down: boolean}}\n\t */\n\tfunction availableRoutes({ includeFragments = false } = {}) {\n\n\t\tlet horizontalSlides = dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR ),\n\t\t\tverticalSlides = dom.wrapper.querySelectorAll( VERTICAL_SLIDES_SELECTOR );\n\n\t\tlet routes = {\n\t\t\tleft: indexh > 0,\n\t\t\tright: indexh < horizontalSlides.length - 1,\n\t\t\tup: indexv > 0,\n\t\t\tdown: indexv < verticalSlides.length - 1\n\t\t};\n\n\t\t// Looped presentations can always be navigated as long as\n\t\t// there are slides available\n\t\tif( config.loop ) {\n\t\t\tif( horizontalSlides.length > 1 ) {\n\t\t\t\troutes.left = true;\n\t\t\t\troutes.right = true;\n\t\t\t}\n\n\t\t\tif( verticalSlides.length > 1 ) {\n\t\t\t\troutes.up = true;\n\t\t\t\troutes.down = true;\n\t\t\t}\n\t\t}\n\n\t\tif ( horizontalSlides.length > 1 && config.navigationMode === 'linear' ) {\n\t\t\troutes.right = routes.right || routes.down;\n\t\t\troutes.left = routes.left || routes.up;\n\t\t}\n\n\t\t// If includeFragments is set, a route will be considered\n\t\t// available if either a slid OR fragment is available in\n\t\t// the given direction\n\t\tif( includeFragments === true ) {\n\t\t\tlet fragmentRoutes = fragments.availableRoutes();\n\t\t\troutes.left = routes.left || fragmentRoutes.prev;\n\t\t\troutes.up = routes.up || fragmentRoutes.prev;\n\t\t\troutes.down = routes.down || fragmentRoutes.next;\n\t\t\troutes.right = routes.right || fragmentRoutes.next;\n\t\t}\n\n\t\t// Reverse horizontal controls for rtl\n\t\tif( config.rtl ) {\n\t\t\tlet left = routes.left;\n\t\t\troutes.left = routes.right;\n\t\t\troutes.right = left;\n\t\t}\n\n\t\treturn routes;\n\n\t}\n\n\t/**\n\t * Returns the number of past slides. This can be used as a global\n\t * flattened index for slides.\n\t *\n\t * @param {HTMLElement} [slide=currentSlide] The slide we're counting before\n\t *\n\t * @return {number} Past slide count\n\t */\n\tfunction getSlidePastCount( slide = currentSlide ) {\n\n\t\tlet horizontalSlides = getHorizontalSlides();\n\n\t\t// The number of past slides\n\t\tlet pastCount = 0;\n\n\t\t// Step through all slides and count the past ones\n\t\tmainLoop: for( let i = 0; i < horizontalSlides.length; i++ ) {\n\n\t\t\tlet horizontalSlide = horizontalSlides[i];\n\t\t\tlet verticalSlides = horizontalSlide.querySelectorAll( 'section' );\n\n\t\t\tfor( let j = 0; j < verticalSlides.length; j++ ) {\n\n\t\t\t\t// Stop as soon as we arrive at the present\n\t\t\t\tif( verticalSlides[j] === slide ) {\n\t\t\t\t\tbreak mainLoop;\n\t\t\t\t}\n\n\t\t\t\t// Don't count slides with the \"uncounted\" class\n\t\t\t\tif( verticalSlides[j].dataset.visibility !== 'uncounted' ) {\n\t\t\t\t\tpastCount++;\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t\t// Stop as soon as we arrive at the present\n\t\t\tif( horizontalSlide === slide ) {\n\t\t\t\tbreak;\n\t\t\t}\n\n\t\t\t// Don't count the wrapping section for vertical slides and\n\t\t\t// slides marked as uncounted\n\t\t\tif( horizontalSlide.classList.contains( 'stack' ) === false && horizontalSlide.dataset.visibility !== 'uncounted' ) {\n\t\t\t\tpastCount++;\n\t\t\t}\n\n\t\t}\n\n\t\treturn pastCount;\n\n\t}\n\n\t/**\n\t * Returns a value ranging from 0-1 that represents\n\t * how far into the presentation we have navigated.\n\t *\n\t * @return {number}\n\t */\n\tfunction getProgress() {\n\n\t\t// The number of past and total slides\n\t\tlet totalCount = getTotalSlides();\n\t\tlet pastCount = getSlidePastCount();\n\n\t\tif( currentSlide ) {\n\n\t\t\tlet allFragments = currentSlide.querySelectorAll( '.fragment' );\n\n\t\t\t// If there are fragments in the current slide those should be\n\t\t\t// accounted for in the progress.\n\t\t\tif( allFragments.length > 0 ) {\n\t\t\t\tlet visibleFragments = currentSlide.querySelectorAll( '.fragment.visible' );\n\n\t\t\t\t// This value represents how big a portion of the slide progress\n\t\t\t\t// that is made up by its fragments (0-1)\n\t\t\t\tlet fragmentWeight = 0.9;\n\n\t\t\t\t// Add fragment progress to the past slide count\n\t\t\t\tpastCount += ( visibleFragments.length / allFragments.length ) * fragmentWeight;\n\t\t\t}\n\n\t\t}\n\n\t\treturn Math.min( pastCount / ( totalCount - 1 ), 1 );\n\n\t}\n\n\t/**\n\t * Retrieves the h/v location and fragment of the current,\n\t * or specified, slide.\n\t *\n\t * @param {HTMLElement} [slide] If specified, the returned\n\t * index will be for this slide rather than the currently\n\t * active one\n\t *\n\t * @return {{h: number, v: number, f: number}}\n\t */\n\tfunction getIndices( slide ) {\n\n\t\t// By default, return the current indices\n\t\tlet h = indexh,\n\t\t\tv = indexv,\n\t\t\tf;\n\n\t\t// If a slide is specified, return the indices of that slide\n\t\tif( slide ) {\n\t\t\t// In scroll mode the original h/x index is stored on the slide\n\t\t\tif( scrollView.isActive() ) {\n\t\t\t\th = parseInt( slide.getAttribute( 'data-index-h' ), 10 );\n\n\t\t\t\tif( slide.getAttribute( 'data-index-v' ) ) {\n\t\t\t\t\tv = parseInt( slide.getAttribute( 'data-index-v' ), 10 );\n\t\t\t\t}\n\t\t\t}\n\t\t\telse {\n\t\t\t\tlet isVertical = isVerticalSlide( slide );\n\t\t\t\tlet slideh = isVertical ? slide.parentNode : slide;\n\n\t\t\t\t// Select all horizontal slides\n\t\t\t\tlet horizontalSlides = getHorizontalSlides();\n\n\t\t\t\t// Now that we know which the horizontal slide is, get its index\n\t\t\t\th = Math.max( horizontalSlides.indexOf( slideh ), 0 );\n\n\t\t\t\t// Assume we're not vertical\n\t\t\t\tv = undefined;\n\n\t\t\t\t// If this is a vertical slide, grab the vertical index\n\t\t\t\tif( isVertical ) {\n\t\t\t\t\tv = Math.max( Util.queryAll( slide.parentNode, 'section' ).indexOf( slide ), 0 );\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tif( !slide && currentSlide ) {\n\t\t\tlet hasFragments = currentSlide.querySelectorAll( '.fragment' ).length > 0;\n\t\t\tif( hasFragments ) {\n\t\t\t\tlet currentFragment = currentSlide.querySelector( '.current-fragment' );\n\t\t\t\tif( currentFragment && currentFragment.hasAttribute( 'data-fragment-index' ) ) {\n\t\t\t\t\tf = parseInt( currentFragment.getAttribute( 'data-fragment-index' ), 10 );\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tf = currentSlide.querySelectorAll( '.fragment.visible' ).length - 1;\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\treturn { h, v, f };\n\n\t}\n\n\t/**\n\t * Retrieves all slides in this presentation.\n\t */\n\tfunction getSlides() {\n\n\t\treturn Util.queryAll( dom.wrapper, SLIDES_SELECTOR + ':not(.stack):not([data-visibility=\"uncounted\"])' );\n\n\t}\n\n\t/**\n\t * Returns a list of all horizontal slides in the deck. Each\n\t * vertical stack is included as one horizontal slide in the\n\t * resulting array.\n\t */\n\tfunction getHorizontalSlides() {\n\n\t\treturn Util.queryAll( dom.wrapper, HORIZONTAL_SLIDES_SELECTOR );\n\n\t}\n\n\t/**\n\t * Returns all vertical slides that exist within this deck.\n\t */\n\tfunction getVerticalSlides() {\n\n\t\treturn Util.queryAll( dom.wrapper, '.slides>section>section' );\n\n\t}\n\n\t/**\n\t * Returns all vertical stacks (each stack can contain multiple slides).\n\t */\n\tfunction getVerticalStacks() {\n\n\t\treturn Util.queryAll( dom.wrapper, HORIZONTAL_SLIDES_SELECTOR + '.stack');\n\n\t}\n\n\t/**\n\t * Returns true if there are at least two horizontal slides.\n\t */\n\tfunction hasHorizontalSlides() {\n\n\t\treturn getHorizontalSlides().length > 1;\n\t}\n\n\t/**\n\t * Returns true if there are at least two vertical slides.\n\t */\n\tfunction hasVerticalSlides() {\n\n\t\treturn getVerticalSlides().length > 1;\n\n\t}\n\n\t/**\n\t * Returns an array of objects where each object represents the\n\t * attributes on its respective slide.\n\t */\n\tfunction getSlidesAttributes() {\n\n\t\treturn getSlides().map( slide => {\n\n\t\t\tlet attributes = {};\n\t\t\tfor( let i = 0; i < slide.attributes.length; i++ ) {\n\t\t\t\tlet attribute = slide.attributes[ i ];\n\t\t\t\tattributes[ attribute.name ] = attribute.value;\n\t\t\t}\n\t\t\treturn attributes;\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Retrieves the total number of slides in this presentation.\n\t *\n\t * @return {number}\n\t */\n\tfunction getTotalSlides() {\n\n\t\treturn getSlides().length;\n\n\t}\n\n\t/**\n\t * Returns the slide element matching the specified index.\n\t *\n\t * @return {HTMLElement}\n\t */\n\tfunction getSlide( x, y ) {\n\n\t\tlet horizontalSlide = getHorizontalSlides()[ x ];\n\t\tlet verticalSlides = horizontalSlide && horizontalSlide.querySelectorAll( 'section' );\n\n\t\tif( verticalSlides && verticalSlides.length && typeof y === 'number' ) {\n\t\t\treturn verticalSlides ? verticalSlides[ y ] : undefined;\n\t\t}\n\n\t\treturn horizontalSlide;\n\n\t}\n\n\t/**\n\t * Returns the background element for the given slide.\n\t * All slides, even the ones with no background properties\n\t * defined, have a background element so as long as the\n\t * index is valid an element will be returned.\n\t *\n\t * @param {mixed} x Horizontal background index OR a slide\n\t * HTML element\n\t * @param {number} y Vertical background index\n\t * @return {(HTMLElement[]|*)}\n\t */\n\tfunction getSlideBackground( x, y ) {\n\n\t\tlet slide = typeof x === 'number' ? getSlide( x, y ) : x;\n\t\tif( slide ) {\n\t\t\treturn slide.slideBackgroundElement;\n\t\t}\n\n\t\treturn undefined;\n\n\t}\n\n\t/**\n\t * Retrieves the current state of the presentation as\n\t * an object. This state can then be restored at any\n\t * time.\n\t *\n\t * @return {{indexh: number, indexv: number, indexf: number, paused: boolean, overview: boolean}}\n\t */\n\tfunction getState() {\n\n\t\tlet indices = getIndices();\n\n\t\treturn {\n\t\t\tindexh: indices.h,\n\t\t\tindexv: indices.v,\n\t\t\tindexf: indices.f,\n\t\t\tpaused: isPaused(),\n\t\t\toverview: overview.isActive()\n\t\t};\n\n\t}\n\n\t/**\n\t * Restores the presentation to the given state.\n\t *\n\t * @param {object} state As generated by getState()\n\t * @see {@link getState} generates the parameter `state`\n\t */\n\tfunction setState( state ) {\n\n\t\tif( typeof state === 'object' ) {\n\t\t\tslide( Util.deserialize( state.indexh ), Util.deserialize( state.indexv ), Util.deserialize( state.indexf ) );\n\n\t\t\tlet pausedFlag = Util.deserialize( state.paused ),\n\t\t\t\toverviewFlag = Util.deserialize( state.overview );\n\n\t\t\tif( typeof pausedFlag === 'boolean' && pausedFlag !== isPaused() ) {\n\t\t\t\ttogglePause( pausedFlag );\n\t\t\t}\n\n\t\t\tif( typeof overviewFlag === 'boolean' && overviewFlag !== overview.isActive() ) {\n\t\t\t\toverview.toggle( overviewFlag );\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Cues a new automated slide if enabled in the config.\n\t */\n\tfunction cueAutoSlide() {\n\n\t\tcancelAutoSlide();\n\n\t\tif( currentSlide && config.autoSlide !== false ) {\n\n\t\t\tlet fragment = currentSlide.querySelector( '.current-fragment[data-autoslide]' );\n\n\t\t\tlet fragmentAutoSlide = fragment ? fragment.getAttribute( 'data-autoslide' ) : null;\n\t\t\tlet parentAutoSlide = currentSlide.parentNode ? currentSlide.parentNode.getAttribute( 'data-autoslide' ) : null;\n\t\t\tlet slideAutoSlide = currentSlide.getAttribute( 'data-autoslide' );\n\n\t\t\t// Pick value in the following priority order:\n\t\t\t// 1. Current fragment's data-autoslide\n\t\t\t// 2. Current slide's data-autoslide\n\t\t\t// 3. Parent slide's data-autoslide\n\t\t\t// 4. Global autoSlide setting\n\t\t\tif( fragmentAutoSlide ) {\n\t\t\t\tautoSlide = parseInt( fragmentAutoSlide, 10 );\n\t\t\t}\n\t\t\telse if( slideAutoSlide ) {\n\t\t\t\tautoSlide = parseInt( slideAutoSlide, 10 );\n\t\t\t}\n\t\t\telse if( parentAutoSlide ) {\n\t\t\t\tautoSlide = parseInt( parentAutoSlide, 10 );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tautoSlide = config.autoSlide;\n\n\t\t\t\t// If there are media elements with data-autoplay,\n\t\t\t\t// automatically set the autoSlide duration to the\n\t\t\t\t// length of that media. Not applicable if the slide\n\t\t\t\t// is divided up into fragments.\n\t\t\t\t// playbackRate is accounted for in the duration.\n\t\t\t\tif( currentSlide.querySelectorAll( '.fragment' ).length === 0 ) {\n\t\t\t\t\tUtil.queryAll( currentSlide, 'video, audio' ).forEach( el => {\n\t\t\t\t\t\tif( el.hasAttribute( 'data-autoplay' ) ) {\n\t\t\t\t\t\t\tif( autoSlide && (el.duration * 1000 / el.playbackRate ) > autoSlide ) {\n\t\t\t\t\t\t\t\tautoSlide = ( el.duration * 1000 / el.playbackRate ) + 1000;\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t}\n\t\t\t\t\t} );\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// Cue the next auto-slide if:\n\t\t\t// - There is an autoSlide value\n\t\t\t// - Auto-sliding isn't paused by the user\n\t\t\t// - The presentation isn't paused\n\t\t\t// - The overview isn't active\n\t\t\t// - The presentation isn't over\n\t\t\tif( autoSlide && !autoSlidePaused && !isPaused() && !overview.isActive() && ( !isLastSlide() || fragments.availableRoutes().next || config.loop === true ) ) {\n\t\t\t\tautoSlideTimeout = setTimeout( () => {\n\t\t\t\t\tif( typeof config.autoSlideMethod === 'function' ) {\n\t\t\t\t\t\tconfig.autoSlideMethod()\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tnavigateNext();\n\t\t\t\t\t}\n\t\t\t\t\tcueAutoSlide();\n\t\t\t\t}, autoSlide );\n\t\t\t\tautoSlideStartTime = Date.now();\n\t\t\t}\n\n\t\t\tif( autoSlidePlayer ) {\n\t\t\t\tautoSlidePlayer.setPlaying( autoSlideTimeout !== -1 );\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Cancels any ongoing request to auto-slide.\n\t */\n\tfunction cancelAutoSlide() {\n\n\t\tclearTimeout( autoSlideTimeout );\n\t\tautoSlideTimeout = -1;\n\n\t}\n\n\tfunction pauseAutoSlide() {\n\n\t\tif( autoSlide && !autoSlidePaused ) {\n\t\t\tautoSlidePaused = true;\n\t\t\tdispatchEvent({ type: 'autoslidepaused' });\n\t\t\tclearTimeout( autoSlideTimeout );\n\n\t\t\tif( autoSlidePlayer ) {\n\t\t\t\tautoSlidePlayer.setPlaying( false );\n\t\t\t}\n\t\t}\n\n\t}\n\n\tfunction resumeAutoSlide() {\n\n\t\tif( autoSlide && autoSlidePaused ) {\n\t\t\tautoSlidePaused = false;\n\t\t\tdispatchEvent({ type: 'autoslideresumed' });\n\t\t\tcueAutoSlide();\n\t\t}\n\n\t}\n\n\tfunction navigateLeft({skipFragments=false}={}) {\n\n\t\tnavigationHistory.hasNavigatedHorizontally = true;\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.prev();\n\n\t\t// Reverse for RTL\n\t\tif( config.rtl ) {\n\t\t\tif( ( overview.isActive() || skipFragments || fragments.next() === false ) && availableRoutes().left ) {\n\t\t\t\tslide( indexh + 1, config.navigationMode === 'grid' ? indexv : undefined );\n\t\t\t}\n\t\t}\n\t\t// Normal navigation\n\t\telse if( ( overview.isActive() || skipFragments || fragments.prev() === false ) && availableRoutes().left ) {\n\t\t\tslide( indexh - 1, config.navigationMode === 'grid' ? indexv : undefined );\n\t\t}\n\n\t}\n\n\tfunction navigateRight({skipFragments=false}={}) {\n\n\t\tnavigationHistory.hasNavigatedHorizontally = true;\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.next();\n\n\t\t// Reverse for RTL\n\t\tif( config.rtl ) {\n\t\t\tif( ( overview.isActive() || skipFragments || fragments.prev() === false ) && availableRoutes().right ) {\n\t\t\t\tslide( indexh - 1, config.navigationMode === 'grid' ? indexv : undefined );\n\t\t\t}\n\t\t}\n\t\t// Normal navigation\n\t\telse if( ( overview.isActive() || skipFragments || fragments.next() === false ) && availableRoutes().right ) {\n\t\t\tslide( indexh + 1, config.navigationMode === 'grid' ? indexv : undefined );\n\t\t}\n\n\t}\n\n\tfunction navigateUp({skipFragments=false}={}) {\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.prev();\n\n\t\t// Prioritize hiding fragments\n\t\tif( ( overview.isActive() || skipFragments || fragments.prev() === false ) && availableRoutes().up ) {\n\t\t\tslide( indexh, indexv - 1 );\n\t\t}\n\n\t}\n\n\tfunction navigateDown({skipFragments=false}={}) {\n\n\t\tnavigationHistory.hasNavigatedVertically = true;\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.next();\n\n\t\t// Prioritize revealing fragments\n\t\tif( ( overview.isActive() || skipFragments || fragments.next() === false ) && availableRoutes().down ) {\n\t\t\tslide( indexh, indexv + 1 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Navigates backwards, prioritized in the following order:\n\t * 1) Previous fragment\n\t * 2) Previous vertical slide\n\t * 3) Previous horizontal slide\n\t */\n\tfunction navigatePrev({skipFragments=false}={}) {\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.prev();\n\n\t\t// Prioritize revealing fragments\n\t\tif( skipFragments || fragments.prev() === false ) {\n\t\t\tif( availableRoutes().up ) {\n\t\t\t\tnavigateUp({skipFragments});\n\t\t\t}\n\t\t\telse {\n\t\t\t\t// Fetch the previous horizontal slide, if there is one\n\t\t\t\tlet previousSlide;\n\n\t\t\t\tif( config.rtl ) {\n\t\t\t\t\tpreviousSlide = Util.queryAll( dom.wrapper, HORIZONTAL_SLIDES_SELECTOR + '.future' ).pop();\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tpreviousSlide = Util.queryAll( dom.wrapper, HORIZONTAL_SLIDES_SELECTOR + '.past' ).pop();\n\t\t\t\t}\n\n\t\t\t\t// When going backwards and arriving on a stack we start\n\t\t\t\t// at the bottom of the stack\n\t\t\t\tif( previousSlide && previousSlide.classList.contains( 'stack' ) ) {\n\t\t\t\t\tlet v = ( previousSlide.querySelectorAll( 'section' ).length - 1 ) || undefined;\n\t\t\t\t\tlet h = indexh - 1;\n\t\t\t\t\tslide( h, v );\n\t\t\t\t}\n\t\t\t\telse if( config.rtl ) {\n\t\t\t\t\tnavigateRight({skipFragments});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tnavigateLeft({skipFragments});\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * The reverse of #navigatePrev().\n\t */\n\tfunction navigateNext({skipFragments=false}={}) {\n\n\t\tnavigationHistory.hasNavigatedHorizontally = true;\n\t\tnavigationHistory.hasNavigatedVertically = true;\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.next();\n\n\t\t// Prioritize revealing fragments\n\t\tif( skipFragments || fragments.next() === false ) {\n\n\t\t\tlet routes = availableRoutes();\n\n\t\t\t// When looping is enabled `routes.down` is always available\n\t\t\t// so we need a separate check for when we've reached the\n\t\t\t// end of a stack and should move horizontally\n\t\t\tif( routes.down && routes.right && config.loop && isLastVerticalSlide() ) {\n\t\t\t\troutes.down = false;\n\t\t\t}\n\n\t\t\tif( routes.down ) {\n\t\t\t\tnavigateDown({skipFragments});\n\t\t\t}\n\t\t\telse if( config.rtl ) {\n\t\t\t\tnavigateLeft({skipFragments});\n\t\t\t}\n\t\t\telse {\n\t\t\t\tnavigateRight({skipFragments});\n\t\t\t}\n\t\t}\n\n\t}\n\n\n\t// --------------------------------------------------------------------//\n\t// ----------------------------- EVENTS -------------------------------//\n\t// --------------------------------------------------------------------//\n\n\t/**\n\t * Called by all event handlers that are based on user\n\t * input.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onUserInput( event ) {\n\n\t\tif( config.autoSlideStoppable ) {\n\t\t\tpauseAutoSlide();\n\t\t}\n\n\t}\n\n\t/**\n\t* Listener for post message events posted to this window.\n\t*/\n\tfunction onPostMessage( event ) {\n\n\t\tlet data = event.data;\n\n\t\t// Make sure we're dealing with JSON\n\t\tif( typeof data === 'string' && data.charAt( 0 ) === '{' && data.charAt( data.length - 1 ) === '}' ) {\n\t\t\tdata = JSON.parse( data );\n\n\t\t\t// Check if the requested method can be found\n\t\t\tif( data.method && typeof Reveal[data.method] === 'function' ) {\n\n\t\t\t\tif( POST_MESSAGE_METHOD_BLACKLIST.test( data.method ) === false ) {\n\n\t\t\t\t\tconst result = Reveal[data.method].apply( Reveal, data.args );\n\n\t\t\t\t\t// Dispatch a postMessage event with the returned value from\n\t\t\t\t\t// our method invocation for getter functions\n\t\t\t\t\tdispatchPostMessage( 'callback', { method: data.method, result: result } );\n\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tconsole.warn( 'reveal.js: \"'+ data.method +'\" is is blacklisted from the postMessage API' );\n\t\t\t\t}\n\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Event listener for transition end on the current slide.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onTransitionEnd( event ) {\n\n\t\tif( transition === 'running' && /section/gi.test( event.target.nodeName ) ) {\n\t\t\ttransition = 'idle';\n\t\t\tdispatchEvent({\n\t\t\t\ttype: 'slidetransitionend',\n\t\t\t\tdata: { indexh, indexv, previousSlide, currentSlide }\n\t\t\t});\n\t\t}\n\n\t}\n\n\t/**\n\t * A global listener for all click events inside of the\n\t * .slides container.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onSlidesClicked( event ) {\n\n\t\tconst anchor = Util.closest( event.target, 'a[href^=\"#\"]' );\n\n\t\t// If a hash link is clicked, we find the target slide\n\t\t// and navigate to it. We previously relied on 'hashchange'\n\t\t// for links like these but that prevented media with\n\t\t// audio tracks from playing in mobile browsers since it\n\t\t// wasn't considered a direct interaction with the document.\n\t\tif( anchor ) {\n\t\t\tconst hash = anchor.getAttribute( 'href' );\n\t\t\tconst indices = location.getIndicesFromHash( hash );\n\n\t\t\tif( indices ) {\n\t\t\t\tReveal.slide( indices.h, indices.v, indices.f );\n\t\t\t\tevent.preventDefault();\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Handler for the window level 'resize' event.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onWindowResize( event ) {\n\n\t\tlayout();\n\t}\n\n\t/**\n\t * Handle for the window level 'visibilitychange' event.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onPageVisibilityChange( event ) {\n\n\t\t// If, after clicking a link or similar and we're coming back,\n\t\t// focus the document.body to ensure we can use keyboard shortcuts\n\t\tif( document.hidden === false && document.activeElement !== document.body ) {\n\t\t\t// Not all elements support .blur() - SVGs among them.\n\t\t\tif( typeof document.activeElement.blur === 'function' ) {\n\t\t\t\tdocument.activeElement.blur();\n\t\t\t}\n\t\t\tdocument.body.focus();\n\t\t}\n\n\t}\n\n\t/**\n\t * Handler for the document level 'fullscreenchange' event.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onFullscreenChange( event ) {\n\n\t\tlet element = document.fullscreenElement || document.webkitFullscreenElement;\n\t\tif( element === dom.wrapper ) {\n\t\t\tevent.stopImmediatePropagation();\n\n\t\t\t// Timeout to avoid layout shift in Safari\n\t\t\tsetTimeout( () => {\n\t\t\t\tReveal.layout();\n\t\t\t\tReveal.focus.focus(); // focus.focus :'(\n\t\t\t}, 1 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Handles clicks on links that are set to preview in the\n\t * iframe overlay.\n\t *\n\t * @param {object} event\n\t */\n\tfunction onPreviewLinkClicked( event ) {\n\n\t\tif( event.currentTarget && event.currentTarget.hasAttribute( 'href' ) ) {\n\t\t\tlet url = event.currentTarget.getAttribute( 'href' );\n\t\t\tif( url ) {\n\t\t\t\tshowPreview( url );\n\t\t\t\tevent.preventDefault();\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Handles click on the auto-sliding controls element.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onAutoSlidePlayerClick( event ) {\n\n\t\t// Replay\n\t\tif( isLastSlide() && config.loop === false ) {\n\t\t\tslide( 0, 0 );\n\t\t\tresumeAutoSlide();\n\t\t}\n\t\t// Resume\n\t\telse if( autoSlidePaused ) {\n\t\t\tresumeAutoSlide();\n\t\t}\n\t\t// Pause\n\t\telse {\n\t\t\tpauseAutoSlide();\n\t\t}\n\n\t}\n\n\n\t// --------------------------------------------------------------------//\n\t// ------------------------------- API --------------------------------//\n\t// --------------------------------------------------------------------//\n\n\t// The public reveal.js API\n\tconst API = {\n\t\tVERSION,\n\n\t\tinitialize,\n\t\tconfigure,\n\t\tdestroy,\n\n\t\tsync,\n\t\tsyncSlide,\n\t\tsyncFragments: fragments.sync.bind( fragments ),\n\n\t\t// Navigation methods\n\t\tslide,\n\t\tleft: navigateLeft,\n\t\tright: navigateRight,\n\t\tup: navigateUp,\n\t\tdown: navigateDown,\n\t\tprev: navigatePrev,\n\t\tnext: navigateNext,\n\n\t\t// Navigation aliases\n\t\tnavigateLeft, navigateRight, navigateUp, navigateDown, navigatePrev, navigateNext,\n\n\t\t// Fragment methods\n\t\tnavigateFragment: fragments.goto.bind( fragments ),\n\t\tprevFragment: fragments.prev.bind( fragments ),\n\t\tnextFragment: fragments.next.bind( fragments ),\n\n\t\t// Event binding\n\t\ton,\n\t\toff,\n\n\t\t// Legacy event binding methods left in for backwards compatibility\n\t\taddEventListener: on,\n\t\tremoveEventListener: off,\n\n\t\t// Forces an update in slide layout\n\t\tlayout,\n\n\t\t// Randomizes the order of slides\n\t\tshuffle,\n\n\t\t// Returns an object with the available routes as booleans (left/right/top/bottom)\n\t\tavailableRoutes,\n\n\t\t// Returns an object with the available fragments as booleans (prev/next)\n\t\tavailableFragments: fragments.availableRoutes.bind( fragments ),\n\n\t\t// Toggles a help overlay with keyboard shortcuts\n\t\ttoggleHelp,\n\n\t\t// Toggles the overview mode on/off\n\t\ttoggleOverview: overview.toggle.bind( overview ),\n\n\t\t// Toggles the scroll view on/off\n\t\ttoggleScrollView: scrollView.toggle.bind( scrollView ),\n\n\t\t// Toggles the \"black screen\" mode on/off\n\t\ttogglePause,\n\n\t\t// Toggles the auto slide mode on/off\n\t\ttoggleAutoSlide,\n\n\t\t// Toggles visibility of the jump-to-slide UI\n\t\ttoggleJumpToSlide,\n\n\t\t// Slide navigation checks\n\t\tisFirstSlide,\n\t\tisLastSlide,\n\t\tisLastVerticalSlide,\n\t\tisVerticalSlide,\n\t\tisVerticalStack,\n\n\t\t// State checks\n\t\tisPaused,\n\t\tisAutoSliding,\n\t\tisSpeakerNotes: notes.isSpeakerNotesWindow.bind( notes ),\n\t\tisOverview: overview.isActive.bind( overview ),\n\t\tisFocused: focus.isFocused.bind( focus ),\n\n\t\tisScrollView: scrollView.isActive.bind( scrollView ),\n\t\tisPrintView: printView.isActive.bind( printView ),\n\n\t\t// Checks if reveal.js has been loaded and is ready for use\n\t\tisReady: () => ready,\n\n\t\t// Slide preloading\n\t\tloadSlide: slideContent.load.bind( slideContent ),\n\t\tunloadSlide: slideContent.unload.bind( slideContent ),\n\n\t\t// Start/stop all media inside of the current slide\n\t\tstartEmbeddedContent: () => slideContent.startEmbeddedContent( currentSlide ),\n\t\tstopEmbeddedContent: () => slideContent.stopEmbeddedContent( currentSlide, { unloadIframes: false } ),\n\n\t\t// Preview management\n\t\tshowPreview,\n\t\thidePreview: closeOverlay,\n\n\t\t// Adds or removes all internal event listeners\n\t\taddEventListeners,\n\t\tremoveEventListeners,\n\t\tdispatchEvent,\n\n\t\t// Facility for persisting and restoring the presentation state\n\t\tgetState,\n\t\tsetState,\n\n\t\t// Presentation progress on range of 0-1\n\t\tgetProgress,\n\n\t\t// Returns the indices of the current, or specified, slide\n\t\tgetIndices,\n\n\t\t// Returns an Array of key:value maps of the attributes of each\n\t\t// slide in the deck\n\t\tgetSlidesAttributes,\n\n\t\t// Returns the number of slides that we have passed\n\t\tgetSlidePastCount,\n\n\t\t// Returns the total number of slides\n\t\tgetTotalSlides,\n\n\t\t// Returns the slide element at the specified index\n\t\tgetSlide,\n\n\t\t// Returns the previous slide element, may be null\n\t\tgetPreviousSlide: () => previousSlide,\n\n\t\t// Returns the current slide element\n\t\tgetCurrentSlide: () => currentSlide,\n\n\t\t// Returns the slide background element at the specified index\n\t\tgetSlideBackground,\n\n\t\t// Returns the speaker notes string for a slide, or null\n\t\tgetSlideNotes: notes.getSlideNotes.bind( notes ),\n\n\t\t// Returns an Array of all slides\n\t\tgetSlides,\n\n\t\t// Returns an array with all horizontal/vertical slides in the deck\n\t\tgetHorizontalSlides,\n\t\tgetVerticalSlides,\n\n\t\t// Checks if the presentation contains two or more horizontal\n\t\t// and vertical slides\n\t\thasHorizontalSlides,\n\t\thasVerticalSlides,\n\n\t\t// Checks if the deck has navigated on either axis at least once\n\t\thasNavigatedHorizontally: () => navigationHistory.hasNavigatedHorizontally,\n\t\thasNavigatedVertically: () => navigationHistory.hasNavigatedVertically,\n\n\t\tshouldAutoAnimateBetween,\n\n\t\t// Adds/removes a custom key binding\n\t\taddKeyBinding: keyboard.addKeyBinding.bind( keyboard ),\n\t\tremoveKeyBinding: keyboard.removeKeyBinding.bind( keyboard ),\n\n\t\t// Programmatically triggers a keyboard event\n\t\ttriggerKey: keyboard.triggerKey.bind( keyboard ),\n\n\t\t// Registers a new shortcut to include in the help overlay\n\t\tregisterKeyboardShortcut: keyboard.registerKeyboardShortcut.bind( keyboard ),\n\n\t\tgetComputedSlideSize,\n\t\tsetCurrentScrollPage,\n\n\t\t// Returns the current scale of the presentation content\n\t\tgetScale: () => scale,\n\n\t\t// Returns the current configuration object\n\t\tgetConfig: () => config,\n\n\t\t// Helper method, retrieves query string as a key:value map\n\t\tgetQueryHash: Util.getQueryHash,\n\n\t\t// Returns the path to the current slide as represented in the URL\n\t\tgetSlidePath: location.getHash.bind( location ),\n\n\t\t// Returns reveal.js DOM elements\n\t\tgetRevealElement: () => revealElement,\n\t\tgetSlidesElement: () => dom.slides,\n\t\tgetViewportElement: () => dom.viewport,\n\t\tgetBackgroundsElement: () => backgrounds.element,\n\n\t\t// API for registering and retrieving plugins\n\t\tregisterPlugin: plugins.registerPlugin.bind( plugins ),\n\t\thasPlugin: plugins.hasPlugin.bind( plugins ),\n\t\tgetPlugin: plugins.getPlugin.bind( plugins ),\n\t\tgetPlugins: plugins.getRegisteredPlugins.bind( plugins )\n\n\t};\n\n\t// Our internal API which controllers have access to\n\tUtil.extend( Reveal, {\n\t\t...API,\n\n\t\t// Methods for announcing content to screen readers\n\t\tannounceStatus,\n\t\tgetStatusText,\n\n\t\t// Controllers\n\t\tfocus,\n\t\tscroll: scrollView,\n\t\tprogress,\n\t\tcontrols,\n\t\tlocation,\n\t\toverview,\n\t\tfragments,\n\t\tbackgrounds,\n\t\tslideContent,\n\t\tslideNumber,\n\n\t\tonUserInput,\n\t\tcloseOverlay,\n\t\tupdateSlidesVisibility,\n\t\tlayoutSlideContents,\n\t\ttransformSlides,\n\t\tcueAutoSlide,\n\t\tcancelAutoSlide\n\t} );\n\n\treturn API;\n\n};\n","import Deck, { VERSION } from './reveal.js'\n\n/**\n * Expose the Reveal class to the window. To create a\n * new instance:\n * let deck = new Reveal( document.querySelector( '.reveal' ), {\n *   controls: false\n * } );\n * deck.initialize().then(() => {\n *   // reveal.js is ready\n * });\n */\nlet Reveal = Deck;\n\n\n/**\n * The below is a thin shell that mimics the pre 4.0\n * reveal.js API and ensures backwards compatibility.\n * This API only allows for one Reveal instance per\n * page, whereas the new API above lets you run many\n * presentations on the same page.\n *\n * Reveal.initialize( { controls: false } ).then(() => {\n *   // reveal.js is ready\n * });\n */\n\nlet enqueuedAPICalls = [];\n\nReveal.initialize = options => {\n\n\t// Create our singleton reveal.js instance\n\tObject.assign( Reveal, new Deck( document.querySelector( '.reveal' ), options ) );\n\n\t// Invoke any enqueued API calls\n\tenqueuedAPICalls.map( method => method( Reveal ) );\n\n\treturn Reveal.initialize();\n\n}\n\n/**\n * The pre 4.0 API let you add event listener before\n * initializing. 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diff --git a/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/league-gothic/LICENSE b/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/league-gothic/LICENSE
new file mode 100644
index 0000000000000000000000000000000000000000..29513e9c4b77d8614975dddfd8bc32a4f7665bff
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/league-gothic/LICENSE
@@ -0,0 +1,2 @@
+SIL Open Font License (OFL)
+http://scripts.sil.org/cms/scripts/page.php?site_id=nrsi&id=OFL
diff --git a/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/league-gothic/league-gothic.css b/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/league-gothic/league-gothic.css
new file mode 100644
index 0000000000000000000000000000000000000000..32862f8f51a487057b79321ffa294f405f34b3d8
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/league-gothic/league-gothic.css
@@ -0,0 +1,10 @@
+@font-face {
+    font-family: 'League Gothic';
+    src: url('./league-gothic.eot');
+    src: url('./league-gothic.eot?#iefix') format('embedded-opentype'),
+         url('./league-gothic.woff') format('woff'),
+         url('./league-gothic.ttf') format('truetype');
+
+    font-weight: normal;
+    font-style: normal;
+}
diff --git a/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/league-gothic/league-gothic.eot b/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/league-gothic/league-gothic.eot
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diff --git a/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/league-gothic/league-gothic.ttf b/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/league-gothic/league-gothic.ttf
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diff --git a/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/league-gothic/league-gothic.woff b/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/league-gothic/league-gothic.woff
new file mode 100755
index 0000000000000000000000000000000000000000..8c1227b200c3432a2502e97b87ae0508183629df
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diff --git a/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/source-sans-pro/LICENSE b/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/source-sans-pro/LICENSE
new file mode 100644
index 0000000000000000000000000000000000000000..71b7a02a22f0a02a94f4b92139a24495c8daf2a3
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/source-sans-pro/LICENSE
@@ -0,0 +1,45 @@
+SIL Open Font License
+
+Copyright 2010, 2012 Adobe Systems Incorporated (http://www.adobe.com/), with Reserved Font Name ‘Source’. All Rights Reserved. Source is a trademark of Adobe Systems Incorporated in the United States and/or other countries.
+
+This Font Software is licensed under the SIL Open Font License, Version 1.1.
+This license is copied below, and is also available with a FAQ at: http://scripts.sil.org/OFL
+
+—————————————————————————————-
+SIL OPEN FONT LICENSE Version 1.1 - 26 February 2007
+—————————————————————————————-
+
+PREAMBLE
+The goals of the Open Font License (OFL) are to stimulate worldwide development of collaborative font projects, to support the font creation efforts of academic and linguistic communities, and to provide a free and open framework in which fonts may be shared and improved in partnership with others.
+
+The OFL allows the licensed fonts to be used, studied, modified and redistributed freely as long as they are not sold by themselves. The fonts, including any derivative works, can be bundled, embedded, redistributed and/or sold with any software provided that any reserved names are not used by derivative works. The fonts and derivatives, however, cannot be released under any other type of license. The requirement for fonts to remain under this license does not apply to any document created using the fonts or their derivatives.
+
+DEFINITIONS
+“Font Software” refers to the set of files released by the Copyright Holder(s) under this license and clearly marked as such. This may include source files, build scripts and documentation.
+
+“Reserved Font Name” refers to any names specified as such after the copyright statement(s).
+
+“Original Version” refers to the collection of Font Software components as distributed by the Copyright Holder(s).
+
+“Modified Version” refers to any derivative made by adding to, deleting, or substituting—in part or in whole—any of the components of the Original Version, by changing formats or by porting the Font Software to a new environment.
+
+“Author” refers to any designer, engineer, programmer, technical writer or other person who contributed to the Font Software.
+
+PERMISSION & CONDITIONS
+Permission is hereby granted, free of charge, to any person obtaining a copy of the Font Software, to use, study, copy, merge, embed, modify, redistribute, and sell modified and unmodified copies of the Font Software, subject to the following conditions:
+
+1) Neither the Font Software nor any of its individual components, in Original or Modified Versions, may be sold by itself.
+
+2) Original or Modified Versions of the Font Software may be bundled, redistributed and/or sold with any software, provided that each copy contains the above copyright notice and this license. These can be included either as stand-alone text files, human-readable headers or in the appropriate machine-readable metadata fields within text or binary files as long as those fields can be easily viewed by the user.
+
+3) No Modified Version of the Font Software may use the Reserved Font Name(s) unless explicit written permission is granted by the corresponding Copyright Holder. This restriction only applies to the primary font name as presented to the users.
+
+4) The name(s) of the Copyright Holder(s) or the Author(s) of the Font Software shall not be used to promote, endorse or advertise any Modified Version, except to acknowledge the contribution(s) of the Copyright Holder(s) and the Author(s) or with their explicit written permission.
+
+5) The Font Software, modified or unmodified, in part or in whole, must be distributed entirely under this license, and must not be distributed under any other license. The requirement for fonts to remain under this license does not apply to any document created using the Font Software.
+
+TERMINATION
+This license becomes null and void if any of the above conditions are not met.
+
+DISCLAIMER
+THE FONT SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL THE COPYRIGHT HOLDER BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM OTHER DEALINGS IN THE FONT SOFTWARE.
\ No newline at end of file
diff --git a/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/source-sans-pro/source-sans-pro-italic.eot b/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/source-sans-pro/source-sans-pro-italic.eot
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diff --git a/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/source-sans-pro/source-sans-pro-semibolditalic.woff b/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/source-sans-pro/source-sans-pro-semibolditalic.woff
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diff --git a/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/source-sans-pro/source-sans-pro.css b/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/source-sans-pro/source-sans-pro.css
new file mode 100644
index 0000000000000000000000000000000000000000..99e4fb71a71141a6609c67ef440cb239df8a734b
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/dist/theme/fonts/source-sans-pro/source-sans-pro.css
@@ -0,0 +1,39 @@
+@font-face {
+    font-family: 'Source Sans Pro';
+    src: url('./source-sans-pro-regular.eot');
+    src: url('./source-sans-pro-regular.eot?#iefix') format('embedded-opentype'),
+         url('./source-sans-pro-regular.woff') format('woff'),
+         url('./source-sans-pro-regular.ttf') format('truetype');
+    font-weight: normal;
+    font-style: normal;
+}
+
+@font-face {
+    font-family: 'Source Sans Pro';
+    src: url('./source-sans-pro-italic.eot');
+    src: url('./source-sans-pro-italic.eot?#iefix') format('embedded-opentype'),
+         url('./source-sans-pro-italic.woff') format('woff'),
+         url('./source-sans-pro-italic.ttf') format('truetype');
+    font-weight: normal;
+    font-style: italic;
+}
+
+@font-face {
+    font-family: 'Source Sans Pro';
+    src: url('./source-sans-pro-semibold.eot');
+    src: url('./source-sans-pro-semibold.eot?#iefix') format('embedded-opentype'),
+         url('./source-sans-pro-semibold.woff') format('woff'),
+         url('./source-sans-pro-semibold.ttf') format('truetype');
+    font-weight: 600;
+    font-style: normal;
+}
+
+@font-face {
+    font-family: 'Source Sans Pro';
+    src: url('./source-sans-pro-semibolditalic.eot');
+    src: url('./source-sans-pro-semibolditalic.eot?#iefix') format('embedded-opentype'),
+         url('./source-sans-pro-semibolditalic.woff') format('woff'),
+         url('./source-sans-pro-semibolditalic.ttf') format('truetype');
+    font-weight: 600;
+    font-style: italic;
+}
diff --git a/src/.quarto/_freeze/site_libs/revealjs/dist/theme/quarto-5b48f34d633aed70c74c672477009ffc.css b/src/.quarto/_freeze/site_libs/revealjs/dist/theme/quarto-5b48f34d633aed70c74c672477009ffc.css
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index 0000000000000000000000000000000000000000..d7ccea765a606dd6959aab3df636c34a7a897a25
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/dist/theme/quarto-5b48f34d633aed70c74c672477009ffc.css
@@ -0,0 +1,8 @@
+@import"./fonts/source-sans-pro/source-sans-pro.css";:root{--r-background-color: #191919;--r-main-font: Source Sans Pro, Helvetica, sans-serif;--r-main-font-size: 40px;--r-main-color: #fff;--r-block-margin: 12px;--r-heading-margin: 0 0 12px 0;--r-heading-font: Source Sans Pro, Helvetica, sans-serif;--r-heading-color: #fff;--r-heading-line-height: 1.2;--r-heading-letter-spacing: normal;--r-heading-text-transform: none;--r-heading-text-shadow: none;--r-heading-font-weight: 600;--r-heading1-text-shadow: none;--r-heading1-size: 2.5em;--r-heading2-size: 1.6em;--r-heading3-size: 1.3em;--r-heading4-size: 1em;--r-code-font: SFMono-Regular, Menlo, Monaco, Consolas, Liberation Mono, Courier New, monospace;--r-link-color: #42affa;--r-link-color-dark: #068de9;--r-link-color-hover: #74c4fb;--r-selection-background-color: #bee4fd;--r-selection-color: #191919;--r-overlay-element-bg-color: 240, 240, 240;--r-overlay-element-fg-color: 0, 0, 0}.reveal-viewport{background:#191919;background-color:var(--r-background-color)}.reveal{font-family:var(--r-main-font);font-size:var(--r-main-font-size);font-weight:normal;color:var(--r-main-color)}.reveal ::selection{color:var(--r-selection-color);background:var(--r-selection-background-color);text-shadow:none}.reveal ::-moz-selection{color:var(--r-selection-color);background:var(--r-selection-background-color);text-shadow:none}.reveal .slides section,.reveal .slides section>section{line-height:1.3;font-weight:inherit}.reveal h1,.reveal h2,.reveal h3,.reveal h4,.reveal h5,.reveal h6{margin:var(--r-heading-margin);color:var(--r-heading-color);font-family:var(--r-heading-font);font-weight:var(--r-heading-font-weight);line-height:var(--r-heading-line-height);letter-spacing:var(--r-heading-letter-spacing);text-transform:var(--r-heading-text-transform);text-shadow:var(--r-heading-text-shadow);word-wrap:break-word}.reveal h1{font-size:var(--r-heading1-size)}.reveal h2{font-size:var(--r-heading2-size)}.reveal h3{font-size:var(--r-heading3-size)}.reveal h4{font-size:var(--r-heading4-size)}.reveal h1{text-shadow:var(--r-heading1-text-shadow)}.reveal p{margin:var(--r-block-margin) 0;line-height:1.3}.reveal h1:last-child,.reveal h2:last-child,.reveal h3:last-child,.reveal h4:last-child,.reveal h5:last-child,.reveal h6:last-child{margin-bottom:0}.reveal img,.reveal video,.reveal iframe{max-width:95%;max-height:95%}.reveal strong,.reveal b{font-weight:bold}.reveal em{font-style:italic}.reveal ol,.reveal dl,.reveal ul{display:inline-block;text-align:left;margin:0 0 0 1em}.reveal ol{list-style-type:decimal}.reveal ul{list-style-type:disc}.reveal ul ul{list-style-type:square}.reveal ul ul ul{list-style-type:circle}.reveal ul ul,.reveal ul ol,.reveal ol ol,.reveal ol ul{display:block;margin-left:40px}.reveal dt{font-weight:bold}.reveal dd{margin-left:40px}.reveal blockquote{display:block;position:relative;width:70%;margin:var(--r-block-margin) auto;padding:5px;font-style:italic;background:rgba(255,255,255,.05);box-shadow:0px 0px 2px rgba(0,0,0,.2)}.reveal blockquote p:first-child,.reveal blockquote p:last-child{display:inline-block}.reveal q{font-style:italic}.reveal pre{display:block;position:relative;width:90%;margin:var(--r-block-margin) auto;text-align:left;font-size:.55em;font-family:var(--r-code-font);line-height:1.2em;word-wrap:break-word;box-shadow:0px 5px 15px rgba(0,0,0,.15)}.reveal code{font-family:var(--r-code-font);text-transform:none;tab-size:2}.reveal pre code{display:block;padding:5px;overflow:auto;max-height:400px;word-wrap:normal}.reveal .code-wrapper{white-space:normal}.reveal .code-wrapper code{white-space:pre}.reveal table{margin:auto;border-collapse:collapse;border-spacing:0}.reveal table th{font-weight:bold}.reveal table th,.reveal table td{text-align:left;padding:.2em .5em .2em .5em;border-bottom:1px solid}.reveal table th[align=center],.reveal table td[align=center]{text-align:center}.reveal table th[align=right],.reveal table td[align=right]{text-align:right}.reveal table tbody tr:last-child th,.reveal table tbody tr:last-child td{border-bottom:none}.reveal sup{vertical-align:super;font-size:smaller}.reveal sub{vertical-align:sub;font-size:smaller}.reveal small{display:inline-block;font-size:.6em;line-height:1.2em;vertical-align:top}.reveal small *{vertical-align:top}.reveal img{margin:var(--r-block-margin) 0}.reveal a{color:var(--r-link-color);text-decoration:none;transition:color .15s ease}.reveal a:hover{color:var(--r-link-color-hover);text-shadow:none;border:none}.reveal .roll span:after{color:#fff;background:var(--r-link-color-dark)}.reveal .r-frame{border:4px solid var(--r-main-color);box-shadow:0 0 10px rgba(0,0,0,.15)}.reveal a .r-frame{transition:all .15s linear}.reveal a:hover .r-frame{border-color:var(--r-link-color);box-shadow:0 0 20px rgba(0,0,0,.55)}.reveal .controls{color:var(--r-link-color)}.reveal .progress{background:rgba(0,0,0,.2);color:var(--r-link-color)}@media print{.backgrounds{background-color:var(--r-background-color)}}.top-right{position:absolute;top:1em;right:1em}.visually-hidden{border:0;clip:rect(0 0 0 0);height:auto;margin:0;overflow:hidden;padding:0;position:absolute;width:1px;white-space:nowrap}.hidden{display:none !important}.zindex-bottom{z-index:-1 !important}figure.figure{display:block}.quarto-layout-panel{margin-bottom:1em}.quarto-layout-panel>figure{width:100%}.quarto-layout-panel>figure>figcaption,.quarto-layout-panel>.panel-caption{margin-top:10pt}.quarto-layout-panel>.table-caption{margin-top:0px}.table-caption 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t="[A-Za-zА-Яа-яёЁ_!][A-Za-zА-Яа-яёЁ_0-9]*",a={className:"number",begin:e.NUMBER_RE,relevance:0},n={className:"string",variants:[{begin:'"',end:'"'},{begin:"'",end:"'"}]},i={className:"doctag",begin:"\\b(?:TODO|DONE|BEGIN|END|STUB|CHG|FIXME|NOTE|BUG|XXX)\\b",relevance:0},r={variants:[{className:"comment",begin:"//",end:"$",relevance:0,contains:[e.PHRASAL_WORDS_MODE,i]},{className:"comment",begin:"/\\*",end:"\\*/",relevance:0,contains:[e.PHRASAL_WORDS_MODE,i]}]},o={$pattern:t,keyword:"and и else иначе endexcept endfinally endforeach конецвсе endif конецесли endwhile конецпока except exitfor finally foreach все if если in в not не or или try while пока ",built_in:"SYSRES_CONST_ACCES_RIGHT_TYPE_EDIT SYSRES_CONST_ACCES_RIGHT_TYPE_FULL SYSRES_CONST_ACCES_RIGHT_TYPE_VIEW SYSRES_CONST_ACCESS_MODE_REQUISITE_CODE SYSRES_CONST_ACCESS_NO_ACCESS_VIEW SYSRES_CONST_ACCESS_NO_ACCESS_VIEW_CODE SYSRES_CONST_ACCESS_RIGHTS_ADD_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_ADD_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_CHANGE_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_CHANGE_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_DELETE_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_DELETE_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_EXECUTE_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_EXECUTE_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_NO_ACCESS_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_NO_ACCESS_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_RATIFY_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_RATIFY_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_VIEW SYSRES_CONST_ACCESS_RIGHTS_VIEW_CODE SYSRES_CONST_ACCESS_RIGHTS_VIEW_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_VIEW_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_TYPE_CHANGE SYSRES_CONST_ACCESS_TYPE_CHANGE_CODE SYSRES_CONST_ACCESS_TYPE_EXISTS SYSRES_CONST_ACCESS_TYPE_EXISTS_CODE SYSRES_CONST_ACCESS_TYPE_FULL SYSRES_CONST_ACCESS_TYPE_FULL_CODE SYSRES_CONST_ACCESS_TYPE_VIEW SYSRES_CONST_ACCESS_TYPE_VIEW_CODE SYSRES_CONST_ACTION_TYPE_ABORT SYSRES_CONST_ACTION_TYPE_ACCEPT SYSRES_CONST_ACTION_TYPE_ACCESS_RIGHTS SYSRES_CONST_ACTION_TYPE_ADD_ATTACHMENT SYSRES_CONST_ACTION_TYPE_CHANGE_CARD SYSRES_CONST_ACTION_TYPE_CHANGE_KIND SYSRES_CONST_ACTION_TYPE_CHANGE_STORAGE SYSRES_CONST_ACTION_TYPE_CONTINUE SYSRES_CONST_ACTION_TYPE_COPY SYSRES_CONST_ACTION_TYPE_CREATE SYSRES_CONST_ACTION_TYPE_CREATE_VERSION SYSRES_CONST_ACTION_TYPE_DELETE SYSRES_CONST_ACTION_TYPE_DELETE_ATTACHMENT SYSRES_CONST_ACTION_TYPE_DELETE_VERSION SYSRES_CONST_ACTION_TYPE_DISABLE_DELEGATE_ACCESS_RIGHTS SYSRES_CONST_ACTION_TYPE_ENABLE_DELEGATE_ACCESS_RIGHTS SYSRES_CONST_ACTION_TYPE_ENCRYPTION_BY_CERTIFICATE SYSRES_CONST_ACTION_TYPE_ENCRYPTION_BY_CERTIFICATE_AND_PASSWORD SYSRES_CONST_ACTION_TYPE_ENCRYPTION_BY_PASSWORD SYSRES_CONST_ACTION_TYPE_EXPORT_WITH_LOCK SYSRES_CONST_ACTION_TYPE_EXPORT_WITHOUT_LOCK SYSRES_CONST_ACTION_TYPE_IMPORT_WITH_UNLOCK SYSRES_CONST_ACTION_TYPE_IMPORT_WITHOUT_UNLOCK SYSRES_CONST_ACTION_TYPE_LIFE_CYCLE_STAGE SYSRES_CONST_ACTION_TYPE_LOCK SYSRES_CONST_ACTION_TYPE_LOCK_FOR_SERVER SYSRES_CONST_ACTION_TYPE_LOCK_MODIFY SYSRES_CONST_ACTION_TYPE_MARK_AS_READED SYSRES_CONST_ACTION_TYPE_MARK_AS_UNREADED SYSRES_CONST_ACTION_TYPE_MODIFY SYSRES_CONST_ACTION_TYPE_MODIFY_CARD SYSRES_CONST_ACTION_TYPE_MOVE_TO_ARCHIVE SYSRES_CONST_ACTION_TYPE_OFF_ENCRYPTION SYSRES_CONST_ACTION_TYPE_PASSWORD_CHANGE SYSRES_CONST_ACTION_TYPE_PERFORM SYSRES_CONST_ACTION_TYPE_RECOVER_FROM_LOCAL_COPY SYSRES_CONST_ACTION_TYPE_RESTART SYSRES_CONST_ACTION_TYPE_RESTORE_FROM_ARCHIVE SYSRES_CONST_ACTION_TYPE_REVISION SYSRES_CONST_ACTION_TYPE_SEND_BY_MAIL SYSRES_CONST_ACTION_TYPE_SIGN SYSRES_CONST_ACTION_TYPE_START SYSRES_CONST_ACTION_TYPE_UNLOCK SYSRES_CONST_ACTION_TYPE_UNLOCK_FROM_SERVER SYSRES_CONST_ACTION_TYPE_VERSION_STATE SYSRES_CONST_ACTION_TYPE_VERSION_VISIBILITY SYSRES_CONST_ACTION_TYPE_VIEW SYSRES_CONST_ACTION_TYPE_VIEW_SHADOW_COPY SYSRES_CONST_ACTION_TYPE_WORKFLOW_DESCRIPTION_MODIFY SYSRES_CONST_ACTION_TYPE_WRITE_HISTORY SYSRES_CONST_ACTIVE_VERSION_STATE_PICK_VALUE SYSRES_CONST_ADD_REFERENCE_MODE_NAME SYSRES_CONST_ADDITION_REQUISITE_CODE SYSRES_CONST_ADDITIONAL_PARAMS_REQUISITE_CODE SYSRES_CONST_ADITIONAL_JOB_END_DATE_REQUISITE_NAME SYSRES_CONST_ADITIONAL_JOB_READ_REQUISITE_NAME SYSRES_CONST_ADITIONAL_JOB_START_DATE_REQUISITE_NAME SYSRES_CONST_ADITIONAL_JOB_STATE_REQUISITE_NAME SYSRES_CONST_ADMINISTRATION_HISTORY_ADDING_USER_TO_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_ADDING_USER_TO_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_COMP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_COMP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_USER_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_USER_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_DATABASE_USER_CREATION SYSRES_CONST_ADMINISTRATION_HISTORY_DATABASE_USER_CREATION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DATABASE_USER_DELETION SYSRES_CONST_ADMINISTRATION_HISTORY_DATABASE_USER_DELETION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_COMP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_COMP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_USER_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_USER_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_USER_FROM_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_USER_FROM_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_FILTERER_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_FILTERER_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_FILTERER_RESTRICTION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_FILTERER_RESTRICTION_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_PRIVILEGE_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_PRIVILEGE_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_RIGHTS_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_RIGHTS_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_IS_MAIN_SERVER_CHANGED_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_IS_MAIN_SERVER_CHANGED_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_IS_PUBLIC_CHANGED_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_IS_PUBLIC_CHANGED_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_FILTERER_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_FILTERER_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_FILTERER_RESTRICTION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_FILTERER_RESTRICTION_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_PRIVILEGE_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_PRIVILEGE_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_RIGHTS_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_RIGHTS_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_SERVER_LOGIN_CREATION SYSRES_CONST_ADMINISTRATION_HISTORY_SERVER_LOGIN_CREATION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_SERVER_LOGIN_DELETION SYSRES_CONST_ADMINISTRATION_HISTORY_SERVER_LOGIN_DELETION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_CATEGORY_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_CATEGORY_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_COMP_TITLE_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_COMP_TITLE_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_FULL_NAME_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_FULL_NAME_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_PARENT_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_PARENT_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_AUTH_TYPE_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_AUTH_TYPE_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_LOGIN_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_LOGIN_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_STATUS_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_STATUS_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_USER_PASSWORD_CHANGE SYSRES_CONST_ADMINISTRATION_HISTORY_USER_PASSWORD_CHANGE_ACTION SYSRES_CONST_ALL_ACCEPT_CONDITION_RUS SYSRES_CONST_ALL_USERS_GROUP SYSRES_CONST_ALL_USERS_GROUP_NAME SYSRES_CONST_ALL_USERS_SERVER_GROUP_NAME SYSRES_CONST_ALLOWED_ACCESS_TYPE_CODE SYSRES_CONST_ALLOWED_ACCESS_TYPE_NAME SYSRES_CONST_APP_VIEWER_TYPE_REQUISITE_CODE SYSRES_CONST_APPROVING_SIGNATURE_NAME SYSRES_CONST_APPROVING_SIGNATURE_REQUISITE_CODE SYSRES_CONST_ASSISTANT_SUBSTITUE_TYPE SYSRES_CONST_ASSISTANT_SUBSTITUE_TYPE_CODE SYSRES_CONST_ATTACH_TYPE_COMPONENT_TOKEN SYSRES_CONST_ATTACH_TYPE_DOC SYSRES_CONST_ATTACH_TYPE_EDOC SYSRES_CONST_ATTACH_TYPE_FOLDER SYSRES_CONST_ATTACH_TYPE_JOB SYSRES_CONST_ATTACH_TYPE_REFERENCE SYSRES_CONST_ATTACH_TYPE_TASK SYSRES_CONST_AUTH_ENCODED_PASSWORD SYSRES_CONST_AUTH_ENCODED_PASSWORD_CODE SYSRES_CONST_AUTH_NOVELL SYSRES_CONST_AUTH_PASSWORD SYSRES_CONST_AUTH_PASSWORD_CODE SYSRES_CONST_AUTH_WINDOWS SYSRES_CONST_AUTHENTICATING_SIGNATURE_NAME SYSRES_CONST_AUTHENTICATING_SIGNATURE_REQUISITE_CODE SYSRES_CONST_AUTO_ENUM_METHOD_FLAG SYSRES_CONST_AUTO_NUMERATION_CODE SYSRES_CONST_AUTO_STRONG_ENUM_METHOD_FLAG SYSRES_CONST_AUTOTEXT_NAME_REQUISITE_CODE SYSRES_CONST_AUTOTEXT_TEXT_REQUISITE_CODE SYSRES_CONST_AUTOTEXT_USAGE_ALL SYSRES_CONST_AUTOTEXT_USAGE_ALL_CODE SYSRES_CONST_AUTOTEXT_USAGE_SIGN SYSRES_CONST_AUTOTEXT_USAGE_SIGN_CODE SYSRES_CONST_AUTOTEXT_USAGE_WORK SYSRES_CONST_AUTOTEXT_USAGE_WORK_CODE SYSRES_CONST_AUTOTEXT_USE_ANYWHERE_CODE SYSRES_CONST_AUTOTEXT_USE_ON_SIGNING_CODE SYSRES_CONST_AUTOTEXT_USE_ON_WORK_CODE SYSRES_CONST_BEGIN_DATE_REQUISITE_CODE SYSRES_CONST_BLACK_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_BLUE_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_BTN_PART SYSRES_CONST_CALCULATED_ROLE_TYPE_CODE SYSRES_CONST_CALL_TYPE_VARIABLE_BUTTON_VALUE SYSRES_CONST_CALL_TYPE_VARIABLE_PROGRAM_VALUE SYSRES_CONST_CANCEL_MESSAGE_FUNCTION_RESULT SYSRES_CONST_CARD_PART SYSRES_CONST_CARD_REFERENCE_MODE_NAME SYSRES_CONST_CERTIFICATE_TYPE_REQUISITE_ENCRYPT_VALUE SYSRES_CONST_CERTIFICATE_TYPE_REQUISITE_SIGN_AND_ENCRYPT_VALUE SYSRES_CONST_CERTIFICATE_TYPE_REQUISITE_SIGN_VALUE SYSRES_CONST_CHECK_PARAM_VALUE_DATE_PARAM_TYPE SYSRES_CONST_CHECK_PARAM_VALUE_FLOAT_PARAM_TYPE SYSRES_CONST_CHECK_PARAM_VALUE_INTEGER_PARAM_TYPE SYSRES_CONST_CHECK_PARAM_VALUE_PICK_PARAM_TYPE SYSRES_CONST_CHECK_PARAM_VALUE_REEFRENCE_PARAM_TYPE SYSRES_CONST_CLOSED_RECORD_FLAG_VALUE_FEMININE SYSRES_CONST_CLOSED_RECORD_FLAG_VALUE_MASCULINE SYSRES_CONST_CODE_COMPONENT_TYPE_ADMIN SYSRES_CONST_CODE_COMPONENT_TYPE_DEVELOPER SYSRES_CONST_CODE_COMPONENT_TYPE_DOCS SYSRES_CONST_CODE_COMPONENT_TYPE_EDOC_CARDS SYSRES_CONST_CODE_COMPONENT_TYPE_EXTERNAL_EXECUTABLE SYSRES_CONST_CODE_COMPONENT_TYPE_OTHER SYSRES_CONST_CODE_COMPONENT_TYPE_REFERENCE SYSRES_CONST_CODE_COMPONENT_TYPE_REPORT SYSRES_CONST_CODE_COMPONENT_TYPE_SCRIPT SYSRES_CONST_CODE_COMPONENT_TYPE_URL SYSRES_CONST_CODE_REQUISITE_ACCESS SYSRES_CONST_CODE_REQUISITE_CODE SYSRES_CONST_CODE_REQUISITE_COMPONENT SYSRES_CONST_CODE_REQUISITE_DESCRIPTION SYSRES_CONST_CODE_REQUISITE_EXCLUDE_COMPONENT SYSRES_CONST_CODE_REQUISITE_RECORD SYSRES_CONST_COMMENT_REQ_CODE SYSRES_CONST_COMMON_SETTINGS_REQUISITE_CODE SYSRES_CONST_COMP_CODE_GRD SYSRES_CONST_COMPONENT_GROUP_TYPE_REQUISITE_CODE SYSRES_CONST_COMPONENT_TYPE_ADMIN_COMPONENTS SYSRES_CONST_COMPONENT_TYPE_DEVELOPER_COMPONENTS SYSRES_CONST_COMPONENT_TYPE_DOCS SYSRES_CONST_COMPONENT_TYPE_EDOC_CARDS SYSRES_CONST_COMPONENT_TYPE_EDOCS SYSRES_CONST_COMPONENT_TYPE_EXTERNAL_EXECUTABLE SYSRES_CONST_COMPONENT_TYPE_OTHER SYSRES_CONST_COMPONENT_TYPE_REFERENCE_TYPES SYSRES_CONST_COMPONENT_TYPE_REFERENCES SYSRES_CONST_COMPONENT_TYPE_REPORTS SYSRES_CONST_COMPONENT_TYPE_SCRIPTS SYSRES_CONST_COMPONENT_TYPE_URL SYSRES_CONST_COMPONENTS_REMOTE_SERVERS_VIEW_CODE SYSRES_CONST_CONDITION_BLOCK_DESCRIPTION SYSRES_CONST_CONST_FIRM_STATUS_COMMON SYSRES_CONST_CONST_FIRM_STATUS_INDIVIDUAL SYSRES_CONST_CONST_NEGATIVE_VALUE SYSRES_CONST_CONST_POSITIVE_VALUE SYSRES_CONST_CONST_SERVER_STATUS_DONT_REPLICATE SYSRES_CONST_CONST_SERVER_STATUS_REPLICATE SYSRES_CONST_CONTENTS_REQUISITE_CODE SYSRES_CONST_DATA_TYPE_BOOLEAN SYSRES_CONST_DATA_TYPE_DATE SYSRES_CONST_DATA_TYPE_FLOAT SYSRES_CONST_DATA_TYPE_INTEGER SYSRES_CONST_DATA_TYPE_PICK SYSRES_CONST_DATA_TYPE_REFERENCE SYSRES_CONST_DATA_TYPE_STRING SYSRES_CONST_DATA_TYPE_TEXT SYSRES_CONST_DATA_TYPE_VARIANT SYSRES_CONST_DATE_CLOSE_REQ_CODE SYSRES_CONST_DATE_FORMAT_DATE_ONLY_CHAR SYSRES_CONST_DATE_OPEN_REQ_CODE SYSRES_CONST_DATE_REQUISITE SYSRES_CONST_DATE_REQUISITE_CODE SYSRES_CONST_DATE_REQUISITE_NAME SYSRES_CONST_DATE_REQUISITE_TYPE SYSRES_CONST_DATE_TYPE_CHAR SYSRES_CONST_DATETIME_FORMAT_VALUE SYSRES_CONST_DEA_ACCESS_RIGHTS_ACTION_CODE SYSRES_CONST_DESCRIPTION_LOCALIZE_ID_REQUISITE_CODE SYSRES_CONST_DESCRIPTION_REQUISITE_CODE SYSRES_CONST_DET1_PART SYSRES_CONST_DET2_PART SYSRES_CONST_DET3_PART SYSRES_CONST_DET4_PART SYSRES_CONST_DET5_PART SYSRES_CONST_DET6_PART SYSRES_CONST_DETAIL_DATASET_KEY_REQUISITE_CODE SYSRES_CONST_DETAIL_PICK_REQUISITE_CODE SYSRES_CONST_DETAIL_REQ_CODE SYSRES_CONST_DO_NOT_USE_ACCESS_TYPE_CODE SYSRES_CONST_DO_NOT_USE_ACCESS_TYPE_NAME SYSRES_CONST_DO_NOT_USE_ON_VIEW_ACCESS_TYPE_CODE SYSRES_CONST_DO_NOT_USE_ON_VIEW_ACCESS_TYPE_NAME SYSRES_CONST_DOCUMENT_STORAGES_CODE SYSRES_CONST_DOCUMENT_TEMPLATES_TYPE_NAME SYSRES_CONST_DOUBLE_REQUISITE_CODE SYSRES_CONST_EDITOR_CLOSE_FILE_OBSERV_TYPE_CODE SYSRES_CONST_EDITOR_CLOSE_PROCESS_OBSERV_TYPE_CODE SYSRES_CONST_EDITOR_TYPE_REQUISITE_CODE SYSRES_CONST_EDITORS_APPLICATION_NAME_REQUISITE_CODE SYSRES_CONST_EDITORS_CREATE_SEVERAL_PROCESSES_REQUISITE_CODE SYSRES_CONST_EDITORS_EXTENSION_REQUISITE_CODE SYSRES_CONST_EDITORS_OBSERVER_BY_PROCESS_TYPE SYSRES_CONST_EDITORS_REFERENCE_CODE SYSRES_CONST_EDITORS_REPLACE_SPEC_CHARS_REQUISITE_CODE SYSRES_CONST_EDITORS_USE_PLUGINS_REQUISITE_CODE SYSRES_CONST_EDITORS_VIEW_DOCUMENT_OPENED_TO_EDIT_CODE SYSRES_CONST_EDOC_CARD_TYPE_REQUISITE_CODE SYSRES_CONST_EDOC_CARD_TYPES_LINK_REQUISITE_CODE SYSRES_CONST_EDOC_CERTIFICATE_AND_PASSWORD_ENCODE_CODE SYSRES_CONST_EDOC_CERTIFICATE_ENCODE_CODE SYSRES_CONST_EDOC_DATE_REQUISITE_CODE SYSRES_CONST_EDOC_KIND_REFERENCE_CODE SYSRES_CONST_EDOC_KINDS_BY_TEMPLATE_ACTION_CODE SYSRES_CONST_EDOC_MANAGE_ACCESS_CODE SYSRES_CONST_EDOC_NONE_ENCODE_CODE SYSRES_CONST_EDOC_NUMBER_REQUISITE_CODE SYSRES_CONST_EDOC_PASSWORD_ENCODE_CODE SYSRES_CONST_EDOC_READONLY_ACCESS_CODE SYSRES_CONST_EDOC_SHELL_LIFE_TYPE_VIEW_VALUE SYSRES_CONST_EDOC_SIZE_RESTRICTION_PRIORITY_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_CHECK_ACCESS_RIGHTS_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_COMPUTER_NAME_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_DATABASE_NAME_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_EDIT_IN_STORAGE_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_LOCAL_PATH_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_SHARED_SOURCE_NAME_REQUISITE_CODE SYSRES_CONST_EDOC_TEMPLATE_REQUISITE_CODE SYSRES_CONST_EDOC_TYPES_REFERENCE_CODE SYSRES_CONST_EDOC_VERSION_ACTIVE_STAGE_CODE SYSRES_CONST_EDOC_VERSION_DESIGN_STAGE_CODE SYSRES_CONST_EDOC_VERSION_OBSOLETE_STAGE_CODE SYSRES_CONST_EDOC_WRITE_ACCES_CODE SYSRES_CONST_EDOCUMENT_CARD_REQUISITES_REFERENCE_CODE_SELECTED_REQUISITE SYSRES_CONST_ENCODE_CERTIFICATE_TYPE_CODE SYSRES_CONST_END_DATE_REQUISITE_CODE SYSRES_CONST_ENUMERATION_TYPE_REQUISITE_CODE SYSRES_CONST_EXECUTE_ACCESS_RIGHTS_TYPE_CODE SYSRES_CONST_EXECUTIVE_FILE_STORAGE_TYPE SYSRES_CONST_EXIST_CONST SYSRES_CONST_EXIST_VALUE SYSRES_CONST_EXPORT_LOCK_TYPE_ASK SYSRES_CONST_EXPORT_LOCK_TYPE_WITH_LOCK SYSRES_CONST_EXPORT_LOCK_TYPE_WITHOUT_LOCK SYSRES_CONST_EXPORT_VERSION_TYPE_ASK SYSRES_CONST_EXPORT_VERSION_TYPE_LAST SYSRES_CONST_EXPORT_VERSION_TYPE_LAST_ACTIVE SYSRES_CONST_EXTENSION_REQUISITE_CODE SYSRES_CONST_FILTER_NAME_REQUISITE_CODE SYSRES_CONST_FILTER_REQUISITE_CODE SYSRES_CONST_FILTER_TYPE_COMMON_CODE SYSRES_CONST_FILTER_TYPE_COMMON_NAME SYSRES_CONST_FILTER_TYPE_USER_CODE SYSRES_CONST_FILTER_TYPE_USER_NAME SYSRES_CONST_FILTER_VALUE_REQUISITE_NAME SYSRES_CONST_FLOAT_NUMBER_FORMAT_CHAR SYSRES_CONST_FLOAT_REQUISITE_TYPE SYSRES_CONST_FOLDER_AUTHOR_VALUE SYSRES_CONST_FOLDER_KIND_ANY_OBJECTS SYSRES_CONST_FOLDER_KIND_COMPONENTS SYSRES_CONST_FOLDER_KIND_EDOCS SYSRES_CONST_FOLDER_KIND_JOBS SYSRES_CONST_FOLDER_KIND_TASKS SYSRES_CONST_FOLDER_TYPE_COMMON SYSRES_CONST_FOLDER_TYPE_COMPONENT SYSRES_CONST_FOLDER_TYPE_FAVORITES SYSRES_CONST_FOLDER_TYPE_INBOX SYSRES_CONST_FOLDER_TYPE_OUTBOX SYSRES_CONST_FOLDER_TYPE_QUICK_LAUNCH SYSRES_CONST_FOLDER_TYPE_SEARCH SYSRES_CONST_FOLDER_TYPE_SHORTCUTS SYSRES_CONST_FOLDER_TYPE_USER SYSRES_CONST_FROM_DICTIONARY_ENUM_METHOD_FLAG SYSRES_CONST_FULL_SUBSTITUTE_TYPE SYSRES_CONST_FULL_SUBSTITUTE_TYPE_CODE SYSRES_CONST_FUNCTION_CANCEL_RESULT SYSRES_CONST_FUNCTION_CATEGORY_SYSTEM SYSRES_CONST_FUNCTION_CATEGORY_USER SYSRES_CONST_FUNCTION_FAILURE_RESULT SYSRES_CONST_FUNCTION_SAVE_RESULT SYSRES_CONST_GENERATED_REQUISITE SYSRES_CONST_GREEN_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_GROUP_ACCOUNT_TYPE_VALUE_CODE SYSRES_CONST_GROUP_CATEGORY_NORMAL_CODE SYSRES_CONST_GROUP_CATEGORY_NORMAL_NAME SYSRES_CONST_GROUP_CATEGORY_SERVICE_CODE SYSRES_CONST_GROUP_CATEGORY_SERVICE_NAME SYSRES_CONST_GROUP_COMMON_CATEGORY_FIELD_VALUE SYSRES_CONST_GROUP_FULL_NAME_REQUISITE_CODE SYSRES_CONST_GROUP_NAME_REQUISITE_CODE SYSRES_CONST_GROUP_RIGHTS_T_REQUISITE_CODE SYSRES_CONST_GROUP_SERVER_CODES_REQUISITE_CODE SYSRES_CONST_GROUP_SERVER_NAME_REQUISITE_CODE SYSRES_CONST_GROUP_SERVICE_CATEGORY_FIELD_VALUE SYSRES_CONST_GROUP_USER_REQUISITE_CODE SYSRES_CONST_GROUPS_REFERENCE_CODE SYSRES_CONST_GROUPS_REQUISITE_CODE SYSRES_CONST_HIDDEN_MODE_NAME SYSRES_CONST_HIGH_LVL_REQUISITE_CODE SYSRES_CONST_HISTORY_ACTION_CREATE_CODE SYSRES_CONST_HISTORY_ACTION_DELETE_CODE SYSRES_CONST_HISTORY_ACTION_EDIT_CODE SYSRES_CONST_HOUR_CHAR SYSRES_CONST_ID_REQUISITE_CODE SYSRES_CONST_IDSPS_REQUISITE_CODE SYSRES_CONST_IMAGE_MODE_COLOR SYSRES_CONST_IMAGE_MODE_GREYSCALE SYSRES_CONST_IMAGE_MODE_MONOCHROME SYSRES_CONST_IMPORTANCE_HIGH SYSRES_CONST_IMPORTANCE_LOW SYSRES_CONST_IMPORTANCE_NORMAL SYSRES_CONST_IN_DESIGN_VERSION_STATE_PICK_VALUE SYSRES_CONST_INCOMING_WORK_RULE_TYPE_CODE SYSRES_CONST_INT_REQUISITE SYSRES_CONST_INT_REQUISITE_TYPE SYSRES_CONST_INTEGER_NUMBER_FORMAT_CHAR SYSRES_CONST_INTEGER_TYPE_CHAR SYSRES_CONST_IS_GENERATED_REQUISITE_NEGATIVE_VALUE SYSRES_CONST_IS_PUBLIC_ROLE_REQUISITE_CODE SYSRES_CONST_IS_REMOTE_USER_NEGATIVE_VALUE SYSRES_CONST_IS_REMOTE_USER_POSITIVE_VALUE SYSRES_CONST_IS_STORED_REQUISITE_NEGATIVE_VALUE SYSRES_CONST_IS_STORED_REQUISITE_STORED_VALUE SYSRES_CONST_ITALIC_LIFE_CYCLE_STAGE_DRAW_STYLE SYSRES_CONST_JOB_BLOCK_DESCRIPTION SYSRES_CONST_JOB_KIND_CONTROL_JOB SYSRES_CONST_JOB_KIND_JOB SYSRES_CONST_JOB_KIND_NOTICE SYSRES_CONST_JOB_STATE_ABORTED SYSRES_CONST_JOB_STATE_COMPLETE SYSRES_CONST_JOB_STATE_WORKING SYSRES_CONST_KIND_REQUISITE_CODE SYSRES_CONST_KIND_REQUISITE_NAME SYSRES_CONST_KINDS_CREATE_SHADOW_COPIES_REQUISITE_CODE SYSRES_CONST_KINDS_DEFAULT_EDOC_LIFE_STAGE_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_ALL_TEPLATES_ALLOWED_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_ALLOW_LIFE_CYCLE_STAGE_CHANGING_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_ALLOW_MULTIPLE_ACTIVE_VERSIONS_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_SHARE_ACCES_RIGHTS_BY_DEFAULT_CODE SYSRES_CONST_KINDS_EDOC_TEMPLATE_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_TYPE_REQUISITE_CODE SYSRES_CONST_KINDS_SIGNERS_REQUISITES_CODE SYSRES_CONST_KOD_INPUT_TYPE SYSRES_CONST_LAST_UPDATE_DATE_REQUISITE_CODE SYSRES_CONST_LIFE_CYCLE_START_STAGE_REQUISITE_CODE SYSRES_CONST_LILAC_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_LINK_OBJECT_KIND_COMPONENT SYSRES_CONST_LINK_OBJECT_KIND_DOCUMENT SYSRES_CONST_LINK_OBJECT_KIND_EDOC SYSRES_CONST_LINK_OBJECT_KIND_FOLDER SYSRES_CONST_LINK_OBJECT_KIND_JOB SYSRES_CONST_LINK_OBJECT_KIND_REFERENCE SYSRES_CONST_LINK_OBJECT_KIND_TASK SYSRES_CONST_LINK_REF_TYPE_REQUISITE_CODE SYSRES_CONST_LIST_REFERENCE_MODE_NAME SYSRES_CONST_LOCALIZATION_DICTIONARY_MAIN_VIEW_CODE SYSRES_CONST_MAIN_VIEW_CODE SYSRES_CONST_MANUAL_ENUM_METHOD_FLAG SYSRES_CONST_MASTER_COMP_TYPE_REQUISITE_CODE SYSRES_CONST_MASTER_TABLE_REC_ID_REQUISITE_CODE SYSRES_CONST_MAXIMIZED_MODE_NAME SYSRES_CONST_ME_VALUE SYSRES_CONST_MESSAGE_ATTENTION_CAPTION SYSRES_CONST_MESSAGE_CONFIRMATION_CAPTION SYSRES_CONST_MESSAGE_ERROR_CAPTION SYSRES_CONST_MESSAGE_INFORMATION_CAPTION SYSRES_CONST_MINIMIZED_MODE_NAME SYSRES_CONST_MINUTE_CHAR SYSRES_CONST_MODULE_REQUISITE_CODE SYSRES_CONST_MONITORING_BLOCK_DESCRIPTION SYSRES_CONST_MONTH_FORMAT_VALUE SYSRES_CONST_NAME_LOCALIZE_ID_REQUISITE_CODE SYSRES_CONST_NAME_REQUISITE_CODE SYSRES_CONST_NAME_SINGULAR_REQUISITE_CODE SYSRES_CONST_NAMEAN_INPUT_TYPE SYSRES_CONST_NEGATIVE_PICK_VALUE SYSRES_CONST_NEGATIVE_VALUE SYSRES_CONST_NO SYSRES_CONST_NO_PICK_VALUE SYSRES_CONST_NO_SIGNATURE_REQUISITE_CODE SYSRES_CONST_NO_VALUE SYSRES_CONST_NONE_ACCESS_RIGHTS_TYPE_CODE SYSRES_CONST_NONOPERATING_RECORD_FLAG_VALUE SYSRES_CONST_NONOPERATING_RECORD_FLAG_VALUE_MASCULINE SYSRES_CONST_NORMAL_ACCESS_RIGHTS_TYPE_CODE SYSRES_CONST_NORMAL_LIFE_CYCLE_STAGE_DRAW_STYLE SYSRES_CONST_NORMAL_MODE_NAME SYSRES_CONST_NOT_ALLOWED_ACCESS_TYPE_CODE SYSRES_CONST_NOT_ALLOWED_ACCESS_TYPE_NAME SYSRES_CONST_NOTE_REQUISITE_CODE SYSRES_CONST_NOTICE_BLOCK_DESCRIPTION SYSRES_CONST_NUM_REQUISITE SYSRES_CONST_NUM_STR_REQUISITE_CODE SYSRES_CONST_NUMERATION_AUTO_NOT_STRONG SYSRES_CONST_NUMERATION_AUTO_STRONG SYSRES_CONST_NUMERATION_FROM_DICTONARY SYSRES_CONST_NUMERATION_MANUAL SYSRES_CONST_NUMERIC_TYPE_CHAR SYSRES_CONST_NUMREQ_REQUISITE_CODE SYSRES_CONST_OBSOLETE_VERSION_STATE_PICK_VALUE SYSRES_CONST_OPERATING_RECORD_FLAG_VALUE SYSRES_CONST_OPERATING_RECORD_FLAG_VALUE_CODE SYSRES_CONST_OPERATING_RECORD_FLAG_VALUE_FEMININE SYSRES_CONST_OPERATING_RECORD_FLAG_VALUE_MASCULINE SYSRES_CONST_OPTIONAL_FORM_COMP_REQCODE_PREFIX SYSRES_CONST_ORANGE_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_ORIGINALREF_REQUISITE_CODE SYSRES_CONST_OURFIRM_REF_CODE SYSRES_CONST_OURFIRM_REQUISITE_CODE SYSRES_CONST_OURFIRM_VAR SYSRES_CONST_OUTGOING_WORK_RULE_TYPE_CODE SYSRES_CONST_PICK_NEGATIVE_RESULT SYSRES_CONST_PICK_POSITIVE_RESULT SYSRES_CONST_PICK_REQUISITE SYSRES_CONST_PICK_REQUISITE_TYPE SYSRES_CONST_PICK_TYPE_CHAR SYSRES_CONST_PLAN_STATUS_REQUISITE_CODE SYSRES_CONST_PLATFORM_VERSION_COMMENT SYSRES_CONST_PLUGINS_SETTINGS_DESCRIPTION_REQUISITE_CODE SYSRES_CONST_POSITIVE_PICK_VALUE SYSRES_CONST_POWER_TO_CREATE_ACTION_CODE SYSRES_CONST_POWER_TO_SIGN_ACTION_CODE SYSRES_CONST_PRIORITY_REQUISITE_CODE SYSRES_CONST_QUALIFIED_TASK_TYPE SYSRES_CONST_QUALIFIED_TASK_TYPE_CODE SYSRES_CONST_RECSTAT_REQUISITE_CODE SYSRES_CONST_RED_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_REF_ID_T_REF_TYPE_REQUISITE_CODE SYSRES_CONST_REF_REQUISITE SYSRES_CONST_REF_REQUISITE_TYPE SYSRES_CONST_REF_REQUISITES_REFERENCE_CODE_SELECTED_REQUISITE SYSRES_CONST_REFERENCE_RECORD_HISTORY_CREATE_ACTION_CODE SYSRES_CONST_REFERENCE_RECORD_HISTORY_DELETE_ACTION_CODE SYSRES_CONST_REFERENCE_RECORD_HISTORY_MODIFY_ACTION_CODE SYSRES_CONST_REFERENCE_TYPE_CHAR SYSRES_CONST_REFERENCE_TYPE_REQUISITE_NAME SYSRES_CONST_REFERENCES_ADD_PARAMS_REQUISITE_CODE SYSRES_CONST_REFERENCES_DISPLAY_REQUISITE_REQUISITE_CODE SYSRES_CONST_REMOTE_SERVER_STATUS_WORKING SYSRES_CONST_REMOTE_SERVER_TYPE_MAIN SYSRES_CONST_REMOTE_SERVER_TYPE_SECONDARY SYSRES_CONST_REMOTE_USER_FLAG_VALUE_CODE SYSRES_CONST_REPORT_APP_EDITOR_INTERNAL SYSRES_CONST_REPORT_BASE_REPORT_ID_REQUISITE_CODE SYSRES_CONST_REPORT_BASE_REPORT_REQUISITE_CODE SYSRES_CONST_REPORT_SCRIPT_REQUISITE_CODE SYSRES_CONST_REPORT_TEMPLATE_REQUISITE_CODE SYSRES_CONST_REPORT_VIEWER_CODE_REQUISITE_CODE SYSRES_CONST_REQ_ALLOW_COMPONENT_DEFAULT_VALUE SYSRES_CONST_REQ_ALLOW_RECORD_DEFAULT_VALUE SYSRES_CONST_REQ_ALLOW_SERVER_COMPONENT_DEFAULT_VALUE SYSRES_CONST_REQ_MODE_AVAILABLE_CODE SYSRES_CONST_REQ_MODE_EDIT_CODE SYSRES_CONST_REQ_MODE_HIDDEN_CODE SYSRES_CONST_REQ_MODE_NOT_AVAILABLE_CODE SYSRES_CONST_REQ_MODE_VIEW_CODE SYSRES_CONST_REQ_NUMBER_REQUISITE_CODE SYSRES_CONST_REQ_SECTION_VALUE SYSRES_CONST_REQ_TYPE_VALUE SYSRES_CONST_REQUISITE_FORMAT_BY_UNIT SYSRES_CONST_REQUISITE_FORMAT_DATE_FULL SYSRES_CONST_REQUISITE_FORMAT_DATE_TIME SYSRES_CONST_REQUISITE_FORMAT_LEFT SYSRES_CONST_REQUISITE_FORMAT_RIGHT SYSRES_CONST_REQUISITE_FORMAT_WITHOUT_UNIT SYSRES_CONST_REQUISITE_NUMBER_REQUISITE_CODE SYSRES_CONST_REQUISITE_SECTION_ACTIONS SYSRES_CONST_REQUISITE_SECTION_BUTTON SYSRES_CONST_REQUISITE_SECTION_BUTTONS SYSRES_CONST_REQUISITE_SECTION_CARD SYSRES_CONST_REQUISITE_SECTION_TABLE SYSRES_CONST_REQUISITE_SECTION_TABLE10 SYSRES_CONST_REQUISITE_SECTION_TABLE11 SYSRES_CONST_REQUISITE_SECTION_TABLE12 SYSRES_CONST_REQUISITE_SECTION_TABLE13 SYSRES_CONST_REQUISITE_SECTION_TABLE14 SYSRES_CONST_REQUISITE_SECTION_TABLE15 SYSRES_CONST_REQUISITE_SECTION_TABLE16 SYSRES_CONST_REQUISITE_SECTION_TABLE17 SYSRES_CONST_REQUISITE_SECTION_TABLE18 SYSRES_CONST_REQUISITE_SECTION_TABLE19 SYSRES_CONST_REQUISITE_SECTION_TABLE2 SYSRES_CONST_REQUISITE_SECTION_TABLE20 SYSRES_CONST_REQUISITE_SECTION_TABLE21 SYSRES_CONST_REQUISITE_SECTION_TABLE22 SYSRES_CONST_REQUISITE_SECTION_TABLE23 SYSRES_CONST_REQUISITE_SECTION_TABLE24 SYSRES_CONST_REQUISITE_SECTION_TABLE3 SYSRES_CONST_REQUISITE_SECTION_TABLE4 SYSRES_CONST_REQUISITE_SECTION_TABLE5 SYSRES_CONST_REQUISITE_SECTION_TABLE6 SYSRES_CONST_REQUISITE_SECTION_TABLE7 SYSRES_CONST_REQUISITE_SECTION_TABLE8 SYSRES_CONST_REQUISITE_SECTION_TABLE9 SYSRES_CONST_REQUISITES_PSEUDOREFERENCE_REQUISITE_NUMBER_REQUISITE_CODE SYSRES_CONST_RIGHT_ALIGNMENT_CODE SYSRES_CONST_ROLES_REFERENCE_CODE SYSRES_CONST_ROUTE_STEP_AFTER_RUS SYSRES_CONST_ROUTE_STEP_AND_CONDITION_RUS SYSRES_CONST_ROUTE_STEP_OR_CONDITION_RUS SYSRES_CONST_ROUTE_TYPE_COMPLEX SYSRES_CONST_ROUTE_TYPE_PARALLEL SYSRES_CONST_ROUTE_TYPE_SERIAL SYSRES_CONST_SBDATASETDESC_NEGATIVE_VALUE SYSRES_CONST_SBDATASETDESC_POSITIVE_VALUE SYSRES_CONST_SBVIEWSDESC_POSITIVE_VALUE SYSRES_CONST_SCRIPT_BLOCK_DESCRIPTION SYSRES_CONST_SEARCH_BY_TEXT_REQUISITE_CODE SYSRES_CONST_SEARCHES_COMPONENT_CONTENT SYSRES_CONST_SEARCHES_CRITERIA_ACTION_NAME SYSRES_CONST_SEARCHES_EDOC_CONTENT SYSRES_CONST_SEARCHES_FOLDER_CONTENT SYSRES_CONST_SEARCHES_JOB_CONTENT SYSRES_CONST_SEARCHES_REFERENCE_CODE SYSRES_CONST_SEARCHES_TASK_CONTENT SYSRES_CONST_SECOND_CHAR SYSRES_CONST_SECTION_REQUISITE_ACTIONS_VALUE SYSRES_CONST_SECTION_REQUISITE_CARD_VALUE SYSRES_CONST_SECTION_REQUISITE_CODE SYSRES_CONST_SECTION_REQUISITE_DETAIL_1_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_2_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_3_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_4_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_5_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_6_VALUE SYSRES_CONST_SELECT_REFERENCE_MODE_NAME SYSRES_CONST_SELECT_TYPE_SELECTABLE SYSRES_CONST_SELECT_TYPE_SELECTABLE_ONLY_CHILD SYSRES_CONST_SELECT_TYPE_SELECTABLE_WITH_CHILD SYSRES_CONST_SELECT_TYPE_UNSLECTABLE SYSRES_CONST_SERVER_TYPE_MAIN SYSRES_CONST_SERVICE_USER_CATEGORY_FIELD_VALUE SYSRES_CONST_SETTINGS_USER_REQUISITE_CODE SYSRES_CONST_SIGNATURE_AND_ENCODE_CERTIFICATE_TYPE_CODE SYSRES_CONST_SIGNATURE_CERTIFICATE_TYPE_CODE SYSRES_CONST_SINGULAR_TITLE_REQUISITE_CODE SYSRES_CONST_SQL_SERVER_AUTHENTIFICATION_FLAG_VALUE_CODE SYSRES_CONST_SQL_SERVER_ENCODE_AUTHENTIFICATION_FLAG_VALUE_CODE SYSRES_CONST_STANDART_ROUTE_REFERENCE_CODE SYSRES_CONST_STANDART_ROUTE_REFERENCE_COMMENT_REQUISITE_CODE SYSRES_CONST_STANDART_ROUTES_GROUPS_REFERENCE_CODE SYSRES_CONST_STATE_REQ_NAME SYSRES_CONST_STATE_REQUISITE_ACTIVE_VALUE SYSRES_CONST_STATE_REQUISITE_CLOSED_VALUE SYSRES_CONST_STATE_REQUISITE_CODE SYSRES_CONST_STATIC_ROLE_TYPE_CODE SYSRES_CONST_STATUS_PLAN_DEFAULT_VALUE SYSRES_CONST_STATUS_VALUE_AUTOCLEANING SYSRES_CONST_STATUS_VALUE_BLUE_SQUARE SYSRES_CONST_STATUS_VALUE_COMPLETE SYSRES_CONST_STATUS_VALUE_GREEN_SQUARE SYSRES_CONST_STATUS_VALUE_ORANGE_SQUARE SYSRES_CONST_STATUS_VALUE_PURPLE_SQUARE SYSRES_CONST_STATUS_VALUE_RED_SQUARE SYSRES_CONST_STATUS_VALUE_SUSPEND SYSRES_CONST_STATUS_VALUE_YELLOW_SQUARE SYSRES_CONST_STDROUTE_SHOW_TO_USERS_REQUISITE_CODE SYSRES_CONST_STORAGE_TYPE_FILE SYSRES_CONST_STORAGE_TYPE_SQL_SERVER SYSRES_CONST_STR_REQUISITE SYSRES_CONST_STRIKEOUT_LIFE_CYCLE_STAGE_DRAW_STYLE SYSRES_CONST_STRING_FORMAT_LEFT_ALIGN_CHAR SYSRES_CONST_STRING_FORMAT_RIGHT_ALIGN_CHAR SYSRES_CONST_STRING_REQUISITE_CODE SYSRES_CONST_STRING_REQUISITE_TYPE SYSRES_CONST_STRING_TYPE_CHAR SYSRES_CONST_SUBSTITUTES_PSEUDOREFERENCE_CODE SYSRES_CONST_SUBTASK_BLOCK_DESCRIPTION SYSRES_CONST_SYSTEM_SETTING_CURRENT_USER_PARAM_VALUE SYSRES_CONST_SYSTEM_SETTING_EMPTY_VALUE_PARAM_VALUE SYSRES_CONST_SYSTEM_VERSION_COMMENT SYSRES_CONST_TASK_ACCESS_TYPE_ALL SYSRES_CONST_TASK_ACCESS_TYPE_ALL_MEMBERS SYSRES_CONST_TASK_ACCESS_TYPE_MANUAL SYSRES_CONST_TASK_ENCODE_TYPE_CERTIFICATION SYSRES_CONST_TASK_ENCODE_TYPE_CERTIFICATION_AND_PASSWORD SYSRES_CONST_TASK_ENCODE_TYPE_NONE SYSRES_CONST_TASK_ENCODE_TYPE_PASSWORD SYSRES_CONST_TASK_ROUTE_ALL_CONDITION SYSRES_CONST_TASK_ROUTE_AND_CONDITION SYSRES_CONST_TASK_ROUTE_OR_CONDITION SYSRES_CONST_TASK_STATE_ABORTED SYSRES_CONST_TASK_STATE_COMPLETE SYSRES_CONST_TASK_STATE_CONTINUED SYSRES_CONST_TASK_STATE_CONTROL SYSRES_CONST_TASK_STATE_INIT SYSRES_CONST_TASK_STATE_WORKING SYSRES_CONST_TASK_TITLE SYSRES_CONST_TASK_TYPES_GROUPS_REFERENCE_CODE SYSRES_CONST_TASK_TYPES_REFERENCE_CODE SYSRES_CONST_TEMPLATES_REFERENCE_CODE SYSRES_CONST_TEST_DATE_REQUISITE_NAME SYSRES_CONST_TEST_DEV_DATABASE_NAME SYSRES_CONST_TEST_DEV_SYSTEM_CODE SYSRES_CONST_TEST_EDMS_DATABASE_NAME SYSRES_CONST_TEST_EDMS_MAIN_CODE SYSRES_CONST_TEST_EDMS_MAIN_DB_NAME SYSRES_CONST_TEST_EDMS_SECOND_CODE SYSRES_CONST_TEST_EDMS_SECOND_DB_NAME SYSRES_CONST_TEST_EDMS_SYSTEM_CODE SYSRES_CONST_TEST_NUMERIC_REQUISITE_NAME SYSRES_CONST_TEXT_REQUISITE SYSRES_CONST_TEXT_REQUISITE_CODE SYSRES_CONST_TEXT_REQUISITE_TYPE SYSRES_CONST_TEXT_TYPE_CHAR SYSRES_CONST_TYPE_CODE_REQUISITE_CODE SYSRES_CONST_TYPE_REQUISITE_CODE SYSRES_CONST_UNDEFINED_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_UNITS_SECTION_ID_REQUISITE_CODE SYSRES_CONST_UNITS_SECTION_REQUISITE_CODE SYSRES_CONST_UNOPERATING_RECORD_FLAG_VALUE_CODE SYSRES_CONST_UNSTORED_DATA_REQUISITE_CODE SYSRES_CONST_UNSTORED_DATA_REQUISITE_NAME SYSRES_CONST_USE_ACCESS_TYPE_CODE SYSRES_CONST_USE_ACCESS_TYPE_NAME SYSRES_CONST_USER_ACCOUNT_TYPE_VALUE_CODE SYSRES_CONST_USER_ADDITIONAL_INFORMATION_REQUISITE_CODE SYSRES_CONST_USER_AND_GROUP_ID_FROM_PSEUDOREFERENCE_REQUISITE_CODE SYSRES_CONST_USER_CATEGORY_NORMAL SYSRES_CONST_USER_CERTIFICATE_REQUISITE_CODE SYSRES_CONST_USER_CERTIFICATE_STATE_REQUISITE_CODE SYSRES_CONST_USER_CERTIFICATE_SUBJECT_NAME_REQUISITE_CODE SYSRES_CONST_USER_CERTIFICATE_THUMBPRINT_REQUISITE_CODE SYSRES_CONST_USER_COMMON_CATEGORY SYSRES_CONST_USER_COMMON_CATEGORY_CODE SYSRES_CONST_USER_FULL_NAME_REQUISITE_CODE SYSRES_CONST_USER_GROUP_TYPE_REQUISITE_CODE SYSRES_CONST_USER_LOGIN_REQUISITE_CODE SYSRES_CONST_USER_REMOTE_CONTROLLER_REQUISITE_CODE SYSRES_CONST_USER_REMOTE_SYSTEM_REQUISITE_CODE SYSRES_CONST_USER_RIGHTS_T_REQUISITE_CODE SYSRES_CONST_USER_SERVER_NAME_REQUISITE_CODE SYSRES_CONST_USER_SERVICE_CATEGORY SYSRES_CONST_USER_SERVICE_CATEGORY_CODE SYSRES_CONST_USER_STATUS_ADMINISTRATOR_CODE SYSRES_CONST_USER_STATUS_ADMINISTRATOR_NAME SYSRES_CONST_USER_STATUS_DEVELOPER_CODE SYSRES_CONST_USER_STATUS_DEVELOPER_NAME SYSRES_CONST_USER_STATUS_DISABLED_CODE SYSRES_CONST_USER_STATUS_DISABLED_NAME SYSRES_CONST_USER_STATUS_SYSTEM_DEVELOPER_CODE SYSRES_CONST_USER_STATUS_USER_CODE SYSRES_CONST_USER_STATUS_USER_NAME SYSRES_CONST_USER_STATUS_USER_NAME_DEPRECATED SYSRES_CONST_USER_TYPE_FIELD_VALUE_USER SYSRES_CONST_USER_TYPE_REQUISITE_CODE SYSRES_CONST_USERS_CONTROLLER_REQUISITE_CODE SYSRES_CONST_USERS_IS_MAIN_SERVER_REQUISITE_CODE SYSRES_CONST_USERS_REFERENCE_CODE SYSRES_CONST_USERS_REGISTRATION_CERTIFICATES_ACTION_NAME SYSRES_CONST_USERS_REQUISITE_CODE SYSRES_CONST_USERS_SYSTEM_REQUISITE_CODE SYSRES_CONST_USERS_USER_ACCESS_RIGHTS_TYPR_REQUISITE_CODE SYSRES_CONST_USERS_USER_AUTHENTICATION_REQUISITE_CODE SYSRES_CONST_USERS_USER_COMPONENT_REQUISITE_CODE SYSRES_CONST_USERS_USER_GROUP_REQUISITE_CODE SYSRES_CONST_USERS_VIEW_CERTIFICATES_ACTION_NAME SYSRES_CONST_VIEW_DEFAULT_CODE SYSRES_CONST_VIEW_DEFAULT_NAME SYSRES_CONST_VIEWER_REQUISITE_CODE SYSRES_CONST_WAITING_BLOCK_DESCRIPTION SYSRES_CONST_WIZARD_FORM_LABEL_TEST_STRING  SYSRES_CONST_WIZARD_QUERY_PARAM_HEIGHT_ETALON_STRING SYSRES_CONST_WIZARD_REFERENCE_COMMENT_REQUISITE_CODE SYSRES_CONST_WORK_RULES_DESCRIPTION_REQUISITE_CODE SYSRES_CONST_WORK_TIME_CALENDAR_REFERENCE_CODE SYSRES_CONST_WORK_WORKFLOW_HARD_ROUTE_TYPE_VALUE SYSRES_CONST_WORK_WORKFLOW_HARD_ROUTE_TYPE_VALUE_CODE SYSRES_CONST_WORK_WORKFLOW_HARD_ROUTE_TYPE_VALUE_CODE_RUS SYSRES_CONST_WORK_WORKFLOW_SOFT_ROUTE_TYPE_VALUE_CODE_RUS SYSRES_CONST_WORKFLOW_ROUTE_TYPR_HARD SYSRES_CONST_WORKFLOW_ROUTE_TYPR_SOFT SYSRES_CONST_XML_ENCODING SYSRES_CONST_XREC_STAT_REQUISITE_CODE SYSRES_CONST_XRECID_FIELD_NAME SYSRES_CONST_YES SYSRES_CONST_YES_NO_2_REQUISITE_CODE SYSRES_CONST_YES_NO_REQUISITE_CODE SYSRES_CONST_YES_NO_T_REF_TYPE_REQUISITE_CODE SYSRES_CONST_YES_PICK_VALUE SYSRES_CONST_YES_VALUE CR FALSE nil NO_VALUE NULL TAB TRUE YES_VALUE ADMINISTRATORS_GROUP_NAME CUSTOMIZERS_GROUP_NAME DEVELOPERS_GROUP_NAME SERVICE_USERS_GROUP_NAME DECISION_BLOCK_FIRST_OPERAND_PROPERTY DECISION_BLOCK_NAME_PROPERTY DECISION_BLOCK_OPERATION_PROPERTY DECISION_BLOCK_RESULT_TYPE_PROPERTY DECISION_BLOCK_SECOND_OPERAND_PROPERTY ANY_FILE_EXTENTION COMPRESSED_DOCUMENT_EXTENSION EXTENDED_DOCUMENT_EXTENSION SHORT_COMPRESSED_DOCUMENT_EXTENSION SHORT_EXTENDED_DOCUMENT_EXTENSION JOB_BLOCK_ABORT_DEADLINE_PROPERTY JOB_BLOCK_AFTER_FINISH_EVENT JOB_BLOCK_AFTER_QUERY_PARAMETERS_EVENT JOB_BLOCK_ATTACHMENT_PROPERTY JOB_BLOCK_ATTACHMENTS_RIGHTS_GROUP_PROPERTY JOB_BLOCK_ATTACHMENTS_RIGHTS_TYPE_PROPERTY JOB_BLOCK_BEFORE_QUERY_PARAMETERS_EVENT JOB_BLOCK_BEFORE_START_EVENT JOB_BLOCK_CREATED_JOBS_PROPERTY JOB_BLOCK_DEADLINE_PROPERTY JOB_BLOCK_EXECUTION_RESULTS_PROPERTY JOB_BLOCK_IS_PARALLEL_PROPERTY JOB_BLOCK_IS_RELATIVE_ABORT_DEADLINE_PROPERTY JOB_BLOCK_IS_RELATIVE_DEADLINE_PROPERTY JOB_BLOCK_JOB_TEXT_PROPERTY JOB_BLOCK_NAME_PROPERTY JOB_BLOCK_NEED_SIGN_ON_PERFORM_PROPERTY JOB_BLOCK_PERFORMER_PROPERTY JOB_BLOCK_RELATIVE_ABORT_DEADLINE_TYPE_PROPERTY JOB_BLOCK_RELATIVE_DEADLINE_TYPE_PROPERTY JOB_BLOCK_SUBJECT_PROPERTY ENGLISH_LANGUAGE_CODE RUSSIAN_LANGUAGE_CODE smHidden smMaximized smMinimized smNormal wmNo wmYes COMPONENT_TOKEN_LINK_KIND DOCUMENT_LINK_KIND EDOCUMENT_LINK_KIND FOLDER_LINK_KIND JOB_LINK_KIND REFERENCE_LINK_KIND TASK_LINK_KIND COMPONENT_TOKEN_LOCK_TYPE EDOCUMENT_VERSION_LOCK_TYPE MONITOR_BLOCK_AFTER_FINISH_EVENT MONITOR_BLOCK_BEFORE_START_EVENT MONITOR_BLOCK_DEADLINE_PROPERTY MONITOR_BLOCK_INTERVAL_PROPERTY MONITOR_BLOCK_INTERVAL_TYPE_PROPERTY MONITOR_BLOCK_IS_RELATIVE_DEADLINE_PROPERTY MONITOR_BLOCK_NAME_PROPERTY MONITOR_BLOCK_RELATIVE_DEADLINE_TYPE_PROPERTY MONITOR_BLOCK_SEARCH_SCRIPT_PROPERTY NOTICE_BLOCK_AFTER_FINISH_EVENT NOTICE_BLOCK_ATTACHMENT_PROPERTY NOTICE_BLOCK_ATTACHMENTS_RIGHTS_GROUP_PROPERTY NOTICE_BLOCK_ATTACHMENTS_RIGHTS_TYPE_PROPERTY NOTICE_BLOCK_BEFORE_START_EVENT NOTICE_BLOCK_CREATED_NOTICES_PROPERTY NOTICE_BLOCK_DEADLINE_PROPERTY NOTICE_BLOCK_IS_RELATIVE_DEADLINE_PROPERTY NOTICE_BLOCK_NAME_PROPERTY NOTICE_BLOCK_NOTICE_TEXT_PROPERTY NOTICE_BLOCK_PERFORMER_PROPERTY NOTICE_BLOCK_RELATIVE_DEADLINE_TYPE_PROPERTY NOTICE_BLOCK_SUBJECT_PROPERTY dseAfterCancel dseAfterClose dseAfterDelete dseAfterDeleteOutOfTransaction dseAfterInsert dseAfterOpen dseAfterScroll dseAfterUpdate dseAfterUpdateOutOfTransaction dseBeforeCancel dseBeforeClose dseBeforeDelete dseBeforeDetailUpdate dseBeforeInsert dseBeforeOpen dseBeforeUpdate dseOnAnyRequisiteChange dseOnCloseRecord dseOnDeleteError dseOnOpenRecord dseOnPrepareUpdate dseOnUpdateError dseOnUpdateRatifiedRecord dseOnValidDelete dseOnValidUpdate reOnChange reOnChangeValues SELECTION_BEGIN_ROUTE_EVENT SELECTION_END_ROUTE_EVENT CURRENT_PERIOD_IS_REQUIRED PREVIOUS_CARD_TYPE_NAME SHOW_RECORD_PROPERTIES_FORM ACCESS_RIGHTS_SETTING_DIALOG_CODE ADMINISTRATOR_USER_CODE ANALYTIC_REPORT_TYPE asrtHideLocal asrtHideRemote CALCULATED_ROLE_TYPE_CODE COMPONENTS_REFERENCE_DEVELOPER_VIEW_CODE DCTS_TEST_PROTOCOLS_FOLDER_PATH E_EDOC_VERSION_ALREADY_APPROVINGLY_SIGNED E_EDOC_VERSION_ALREADY_APPROVINGLY_SIGNED_BY_USER 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deactivate declare declare_constvalue declare_dimensions declare_fundamental_dimensions declare_fundamental_units declare_qty declare_translated declare_unit_conversion declare_units declare_weights decsym defcon define define_alt_display define_variable defint defmatch defrule defstruct deftaylor degree_sequence del delete deleten delta demo demoivre denom depends derivdegree derivlist describe desolve determinant dfloat dgauss_a dgauss_b dgeev dgemm dgeqrf dgesv dgesvd diag diagmatrix diag_matrix diagmatrixp diameter diff digitcharp dimacs_export dimacs_import dimension dimensionless dimensions dimensions_as_list direct directory discrete_freq disjoin disjointp disolate disp dispcon dispform dispfun dispJordan display disprule dispterms distrib divide divisors divsum dkummer_m dkummer_u dlange dodecahedron_graph dotproduct dotsimp dpart draw draw2d draw3d drawdf draw_file draw_graph dscalar echelon edge_coloring edge_connectivity edges eigens_by_jacobi eigenvalues eigenvectors eighth einstein eivals eivects elapsed_real_time elapsed_run_time ele2comp ele2polynome ele2pui elem elementp elevation_grid elim elim_allbut eliminate eliminate_using ellipse elliptic_e elliptic_ec elliptic_eu elliptic_f elliptic_kc elliptic_pi ematrix empty_graph emptyp endcons entermatrix entertensor entier equal equalp equiv_classes erf erfc erf_generalized erfi errcatch error errormsg errors euler ev eval_string evenp every evolution evolution2d evundiff example exp expand expandwrt expandwrt_factored expint expintegral_chi expintegral_ci expintegral_e expintegral_e1 expintegral_ei expintegral_e_simplify expintegral_li expintegral_shi expintegral_si explicit explose exponentialize express expt exsec extdiff extract_linear_equations extremal_subset ezgcd %f f90 facsum factcomb factor factorfacsum factorial factorout factorsum facts fast_central_elements fast_linsolve fasttimes featurep fernfale fft fib fibtophi fifth filename_merge file_search file_type fillarray findde find_root find_root_abs find_root_error find_root_rel first fix flatten flength float floatnump floor flower_snark flush flush1deriv flushd flushnd flush_output fmin_cobyla forget fortran fourcos fourexpand fourier fourier_elim fourint fourintcos fourintsin foursimp foursin fourth fposition frame_bracket freeof freshline fresnel_c fresnel_s from_adjacency_matrix frucht_graph full_listify fullmap fullmapl fullratsimp fullratsubst fullsetify funcsolve fundamental_dimensions fundamental_units fundef funmake funp fv g0 g1 gamma gamma_greek gamma_incomplete gamma_incomplete_generalized gamma_incomplete_regularized gauss gauss_a gauss_b gaussprob gcd gcdex gcdivide gcfac gcfactor gd generalized_lambert_w genfact gen_laguerre genmatrix gensym geo_amortization geo_annuity_fv geo_annuity_pv geomap geometric geometric_mean geosum get getcurrentdirectory get_edge_weight getenv get_lu_factors get_output_stream_string get_pixel get_plot_option get_tex_environment get_tex_environment_default get_vertex_label gfactor gfactorsum ggf girth global_variances gn gnuplot_close gnuplot_replot gnuplot_reset gnuplot_restart gnuplot_start go Gosper GosperSum gr2d gr3d gradef gramschmidt graph6_decode graph6_encode graph6_export graph6_import graph_center graph_charpoly graph_eigenvalues graph_flow graph_order graph_periphery graph_product graph_size graph_union great_rhombicosidodecahedron_graph great_rhombicuboctahedron_graph grid_graph grind grobner_basis grotzch_graph hamilton_cycle hamilton_path hankel hankel_1 hankel_2 harmonic harmonic_mean hav heawood_graph hermite hessian hgfred hilbertmap hilbert_matrix hipow histogram histogram_description hodge horner hypergeometric i0 i1 %ibes ic1 ic2 ic_convert ichr1 ichr2 icosahedron_graph icosidodecahedron_graph icurvature ident identfor identity idiff idim idummy ieqn %if ifactors iframes ifs igcdex igeodesic_coords ilt image imagpart imetric implicit implicit_derivative implicit_plot indexed_tensor indices induced_subgraph inferencep inference_result infix info_display init_atensor init_ctensor in_neighbors innerproduct inpart inprod inrt integerp integer_partitions integrate intersect intersection intervalp intopois intosum invariant1 invariant2 inverse_fft inverse_jacobi_cd inverse_jacobi_cn inverse_jacobi_cs inverse_jacobi_dc inverse_jacobi_dn inverse_jacobi_ds inverse_jacobi_nc inverse_jacobi_nd inverse_jacobi_ns inverse_jacobi_sc inverse_jacobi_sd inverse_jacobi_sn invert invert_by_adjoint invert_by_lu inv_mod irr is is_biconnected is_bipartite is_connected is_digraph is_edge_in_graph is_graph is_graph_or_digraph ishow is_isomorphic isolate isomorphism is_planar isqrt isreal_p is_sconnected is_tree is_vertex_in_graph items_inference %j j0 j1 jacobi jacobian jacobi_cd jacobi_cn jacobi_cs jacobi_dc jacobi_dn jacobi_ds jacobi_nc jacobi_nd jacobi_ns jacobi_p jacobi_sc jacobi_sd jacobi_sn JF jn join jordan julia julia_set julia_sin %k kdels kdelta kill killcontext kostka kron_delta kronecker_product kummer_m kummer_u kurtosis kurtosis_bernoulli kurtosis_beta kurtosis_binomial kurtosis_chi2 kurtosis_continuous_uniform kurtosis_discrete_uniform kurtosis_exp kurtosis_f kurtosis_gamma kurtosis_general_finite_discrete kurtosis_geometric kurtosis_gumbel kurtosis_hypergeometric kurtosis_laplace kurtosis_logistic kurtosis_lognormal kurtosis_negative_binomial kurtosis_noncentral_chi2 kurtosis_noncentral_student_t kurtosis_normal kurtosis_pareto kurtosis_poisson kurtosis_rayleigh kurtosis_student_t kurtosis_weibull label labels lagrange laguerre lambda lambert_w laplace laplacian_matrix last lbfgs lc2kdt lcharp lc_l lcm lc_u ldefint ldisp ldisplay legendre_p legendre_q leinstein length let letrules letsimp levi_civita lfreeof lgtreillis lhs li liediff limit Lindstedt linear linearinterpol linear_program linear_regression line_graph linsolve listarray list_correlations listify list_matrix_entries list_nc_monomials listoftens listofvars listp lmax lmin load loadfile local locate_matrix_entry log logcontract log_gamma lopow lorentz_gauge lowercasep lpart lratsubst lreduce lriemann lsquares_estimates lsquares_estimates_approximate lsquares_estimates_exact lsquares_mse lsquares_residual_mse lsquares_residuals lsum ltreillis lu_backsub lucas lu_factor %m macroexpand macroexpand1 make_array makebox makefact makegamma make_graph make_level_picture makelist makeOrders make_poly_continent make_poly_country make_polygon make_random_state make_rgb_picture makeset make_string_input_stream make_string_output_stream make_transform mandelbrot mandelbrot_set map mapatom maplist matchdeclare matchfix mat_cond mat_fullunblocker mat_function mathml_display mat_norm matrix matrixmap matrixp matrix_size mattrace mat_trace mat_unblocker max max_clique max_degree max_flow maximize_lp max_independent_set max_matching maybe md5sum mean mean_bernoulli mean_beta mean_binomial mean_chi2 mean_continuous_uniform mean_deviation mean_discrete_uniform mean_exp mean_f mean_gamma mean_general_finite_discrete mean_geometric mean_gumbel mean_hypergeometric mean_laplace mean_logistic mean_lognormal mean_negative_binomial mean_noncentral_chi2 mean_noncentral_student_t mean_normal mean_pareto mean_poisson mean_rayleigh mean_student_t mean_weibull median median_deviation member mesh metricexpandall mgf1_sha1 min min_degree min_edge_cut minfactorial minimalPoly minimize_lp minimum_spanning_tree minor minpack_lsquares minpack_solve min_vertex_cover min_vertex_cut mkdir mnewton mod mode_declare mode_identity ModeMatrix moebius mon2schur mono monomial_dimensions multibernstein_poly multi_display_for_texinfo multi_elem multinomial multinomial_coeff multi_orbit multiplot_mode multi_pui multsym multthru mycielski_graph nary natural_unit nc_degree ncexpt ncharpoly negative_picture neighbors new newcontext newdet new_graph newline newton new_variable next_prime nicedummies niceindices ninth nofix nonarray noncentral_moment nonmetricity nonnegintegerp nonscalarp nonzeroandfreeof notequal nounify nptetrad npv nroots nterms ntermst nthroot nullity nullspace num numbered_boundaries numberp number_to_octets num_distinct_partitions numerval numfactor num_partitions nusum nzeta nzetai nzetar octets_to_number octets_to_oid odd_girth oddp ode2 ode_check odelin oid_to_octets op opena opena_binary openr openr_binary openw openw_binary operatorp opsubst optimize %or orbit orbits ordergreat ordergreatp orderless orderlessp orthogonal_complement orthopoly_recur orthopoly_weight outermap out_neighbors outofpois pade parabolic_cylinder_d parametric parametric_surface parg parGosper parse_string parse_timedate part part2cont partfrac partition partition_set partpol path_digraph path_graph pathname_directory pathname_name pathname_type pdf_bernoulli pdf_beta pdf_binomial pdf_cauchy pdf_chi2 pdf_continuous_uniform pdf_discrete_uniform pdf_exp pdf_f pdf_gamma pdf_general_finite_discrete pdf_geometric pdf_gumbel pdf_hypergeometric pdf_laplace pdf_logistic pdf_lognormal pdf_negative_binomial pdf_noncentral_chi2 pdf_noncentral_student_t pdf_normal pdf_pareto pdf_poisson pdf_rank_sum pdf_rayleigh pdf_signed_rank pdf_student_t pdf_weibull pearson_skewness permanent permut permutation permutations petersen_graph petrov pickapart picture_equalp picturep piechart piechart_description planar_embedding playback plog plot2d plot3d plotdf ploteq plsquares pochhammer points poisdiff poisexpt poisint poismap poisplus poissimp poissubst poistimes poistrim polar polarform polartorect polar_to_xy poly_add poly_buchberger poly_buchberger_criterion poly_colon_ideal poly_content polydecomp poly_depends_p poly_elimination_ideal poly_exact_divide poly_expand poly_expt poly_gcd polygon poly_grobner poly_grobner_equal poly_grobner_member poly_grobner_subsetp poly_ideal_intersection poly_ideal_polysaturation poly_ideal_polysaturation1 poly_ideal_saturation poly_ideal_saturation1 poly_lcm poly_minimization polymod poly_multiply polynome2ele polynomialp poly_normal_form poly_normalize poly_normalize_list poly_polysaturation_extension poly_primitive_part poly_pseudo_divide poly_reduced_grobner poly_reduction poly_saturation_extension poly_s_polynomial poly_subtract polytocompanion pop postfix potential power_mod powerseries powerset prefix prev_prime primep primes principal_components print printf printfile print_graph printpois printprops prodrac product properties propvars psi psubst ptriangularize pui pui2comp pui2ele pui2polynome pui_direct puireduc push put pv qput qrange qty quad_control quad_qag quad_qagi quad_qagp quad_qags quad_qawc quad_qawf quad_qawo quad_qaws quadrilateral quantile quantile_bernoulli quantile_beta quantile_binomial quantile_cauchy quantile_chi2 quantile_continuous_uniform quantile_discrete_uniform quantile_exp quantile_f quantile_gamma quantile_general_finite_discrete quantile_geometric quantile_gumbel quantile_hypergeometric quantile_laplace quantile_logistic quantile_lognormal quantile_negative_binomial quantile_noncentral_chi2 quantile_noncentral_student_t quantile_normal quantile_pareto quantile_poisson quantile_rayleigh quantile_student_t quantile_weibull quartile_skewness quit qunit quotient racah_v racah_w radcan radius random random_bernoulli random_beta random_binomial random_bipartite_graph random_cauchy random_chi2 random_continuous_uniform random_digraph random_discrete_uniform random_exp random_f random_gamma random_general_finite_discrete random_geometric random_graph random_graph1 random_gumbel random_hypergeometric random_laplace random_logistic random_lognormal random_negative_binomial random_network random_noncentral_chi2 random_noncentral_student_t random_normal random_pareto random_permutation random_poisson random_rayleigh random_regular_graph random_student_t random_tournament random_tree random_weibull range rank rat ratcoef ratdenom ratdiff ratdisrep ratexpand ratinterpol rational rationalize ratnumer ratnump ratp ratsimp ratsubst ratvars ratweight read read_array read_binary_array read_binary_list read_binary_matrix readbyte readchar read_hashed_array readline read_list read_matrix read_nested_list readonly read_xpm real_imagpart_to_conjugate realpart realroots rearray rectangle rectform rectform_log_if_constant recttopolar rediff reduce_consts reduce_order region region_boundaries region_boundaries_plus rem remainder remarray rembox remcomps remcon remcoord remfun remfunction remlet remove remove_constvalue remove_dimensions remove_edge remove_fundamental_dimensions remove_fundamental_units remove_plot_option remove_vertex rempart remrule remsym remvalue rename rename_file reset reset_displays residue resolvante resolvante_alternee1 resolvante_bipartite resolvante_diedrale resolvante_klein resolvante_klein3 resolvante_produit_sym resolvante_unitaire resolvante_vierer rest resultant return reveal reverse revert revert2 rgb2level rhs ricci riemann rinvariant risch rk rmdir rncombine romberg room rootscontract round row rowop rowswap rreduce run_testsuite %s save saving scalarp scaled_bessel_i scaled_bessel_i0 scaled_bessel_i1 scalefactors scanmap scatterplot scatterplot_description scene schur2comp sconcat scopy scsimp scurvature sdowncase sec sech second sequal sequalignore set_alt_display setdifference set_draw_defaults set_edge_weight setelmx setequalp setify setp set_partitions set_plot_option set_prompt set_random_state set_tex_environment set_tex_environment_default setunits setup_autoload set_up_dot_simplifications set_vertex_label seventh sexplode sf sha1sum sha256sum shortest_path shortest_weighted_path show showcomps showratvars sierpinskiale sierpinskimap sign signum similaritytransform simp_inequality simplify_sum simplode simpmetderiv simtran sin sinh sinsert sinvertcase sixth skewness skewness_bernoulli skewness_beta skewness_binomial skewness_chi2 skewness_continuous_uniform skewness_discrete_uniform skewness_exp skewness_f skewness_gamma skewness_general_finite_discrete skewness_geometric skewness_gumbel skewness_hypergeometric skewness_laplace skewness_logistic skewness_lognormal skewness_negative_binomial skewness_noncentral_chi2 skewness_noncentral_student_t skewness_normal skewness_pareto skewness_poisson skewness_rayleigh skewness_student_t skewness_weibull slength smake small_rhombicosidodecahedron_graph small_rhombicuboctahedron_graph smax smin smismatch snowmap snub_cube_graph snub_dodecahedron_graph solve solve_rec solve_rec_rat some somrac sort sparse6_decode sparse6_encode sparse6_export sparse6_import specint spherical spherical_bessel_j spherical_bessel_y spherical_hankel1 spherical_hankel2 spherical_harmonic spherical_to_xyz splice split sposition sprint sqfr sqrt sqrtdenest sremove sremovefirst sreverse ssearch ssort sstatus ssubst ssubstfirst staircase standardize standardize_inverse_trig starplot starplot_description status std std1 std_bernoulli std_beta std_binomial std_chi2 std_continuous_uniform std_discrete_uniform std_exp std_f std_gamma std_general_finite_discrete std_geometric std_gumbel std_hypergeometric std_laplace std_logistic std_lognormal std_negative_binomial std_noncentral_chi2 std_noncentral_student_t std_normal std_pareto std_poisson std_rayleigh std_student_t std_weibull stemplot stirling stirling1 stirling2 strim striml strimr string stringout stringp strong_components struve_h struve_l sublis sublist sublist_indices submatrix subsample subset subsetp subst substinpart subst_parallel substpart substring subvar subvarp sum sumcontract summand_to_rec supcase supcontext symbolp symmdifference symmetricp system take_channel take_inference tan tanh taylor taylorinfo taylorp taylor_simplifier taytorat tcl_output tcontract tellrat tellsimp tellsimpafter tentex tenth test_mean test_means_difference test_normality test_proportion test_proportions_difference test_rank_sum test_sign test_signed_rank test_variance test_variance_ratio tex tex1 tex_display texput %th third throw time timedate timer timer_info tldefint tlimit todd_coxeter toeplitz tokens to_lisp topological_sort to_poly to_poly_solve totaldisrep totalfourier totient tpartpol trace tracematrix trace_options transform_sample translate translate_file transpose treefale tree_reduce treillis treinat triangle triangularize trigexpand trigrat trigreduce trigsimp trunc truncate truncated_cube_graph truncated_dodecahedron_graph truncated_icosahedron_graph truncated_tetrahedron_graph tr_warnings_get tube tutte_graph ueivects uforget ultraspherical underlying_graph undiff union unique uniteigenvectors unitp units unit_step unitvector unorder unsum untellrat untimer untrace uppercasep uricci uriemann uvect vandermonde_matrix var var1 var_bernoulli var_beta var_binomial var_chi2 var_continuous_uniform var_discrete_uniform var_exp var_f var_gamma var_general_finite_discrete var_geometric var_gumbel var_hypergeometric var_laplace var_logistic var_lognormal var_negative_binomial var_noncentral_chi2 var_noncentral_student_t var_normal var_pareto var_poisson var_rayleigh var_student_t var_weibull vector vectorpotential vectorsimp verbify vers vertex_coloring vertex_connectivity vertex_degree vertex_distance vertex_eccentricity vertex_in_degree vertex_out_degree vertices vertices_to_cycle vertices_to_path %w weyl wheel_graph wiener_index wigner_3j wigner_6j wigner_9j with_stdout write_binary_data writebyte write_data writefile wronskian xreduce xthru %y Zeilberger zeroequiv zerofor zeromatrix zeromatrixp zeta zgeev zheev zlange zn_add_table zn_carmichael_lambda zn_characteristic_factors zn_determinant zn_factor_generators zn_invert_by_lu zn_log zn_mult_table absboxchar activecontexts adapt_depth additive adim aform algebraic algepsilon algexact aliases allbut all_dotsimp_denoms allocation allsym alphabetic animation antisymmetric arrays askexp assume_pos assume_pos_pred assumescalar asymbol atomgrad atrig1 axes axis_3d axis_bottom axis_left axis_right axis_top azimuth background background_color backsubst berlefact bernstein_explicit besselexpand 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erf_representation errormsg error_size error_syms error_type %e_to_numlog eval even evenfun evflag evfun ev_point expandwrt_denom expintexpand expintrep expon expop exptdispflag exptisolate exptsubst facexpand facsum_combine factlim factorflag factorial_expand factors_only fb feature features file_name file_output_append file_search_demo file_search_lisp file_search_maxima|10 file_search_tests file_search_usage file_type_lisp file_type_maxima|10 fill_color fill_density filled_func fixed_vertices flipflag float2bf font font_size fortindent fortspaces fpprec fpprintprec functions gamma_expand gammalim gdet genindex gensumnum GGFCFMAX GGFINFINITY globalsolve gnuplot_command gnuplot_curve_styles gnuplot_curve_titles gnuplot_default_term_command gnuplot_dumb_term_command gnuplot_file_args gnuplot_file_name gnuplot_out_file gnuplot_pdf_term_command gnuplot_pm3d gnuplot_png_term_command gnuplot_postamble gnuplot_preamble gnuplot_ps_term_command gnuplot_svg_term_command gnuplot_term gnuplot_view_args Gosper_in_Zeilberger gradefs grid grid2d grind halfangles head_angle head_both head_length head_type height hypergeometric_representation %iargs ibase icc1 icc2 icounter idummyx ieqnprint ifb ifc1 ifc2 ifg ifgi ifr iframe_bracket_form ifri igeowedge_flag ikt1 ikt2 imaginary inchar increasing infeval infinity inflag infolists inm inmc1 inmc2 intanalysis integer integervalued integrate_use_rootsof integration_constant integration_constant_counter interpolate_color intfaclim ip_grid ip_grid_in irrational isolate_wrt_times iterations itr julia_parameter %k1 %k2 keepfloat key key_pos kinvariant kt label label_alignment label_orientation labels lassociative lbfgs_ncorrections lbfgs_nfeval_max leftjust legend letrat let_rule_packages lfg lg lhospitallim limsubst linear linear_solver linechar linel|10 linenum line_type linewidth line_width linsolve_params linsolvewarn lispdisp listarith listconstvars listdummyvars lmxchar load_pathname loadprint logabs logarc logcb 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t="[A-Za-zА-Яа-яёЁ_!][A-Za-zА-Яа-яёЁ_0-9]*",a={className:"number",begin:e.NUMBER_RE,relevance:0},n={className:"string",variants:[{begin:'"',end:'"'},{begin:"'",end:"'"}]},i={className:"doctag",begin:"\\b(?:TODO|DONE|BEGIN|END|STUB|CHG|FIXME|NOTE|BUG|XXX)\\b",relevance:0},r={variants:[{className:"comment",begin:"//",end:"$",relevance:0,contains:[e.PHRASAL_WORDS_MODE,i]},{className:"comment",begin:"/\\*",end:"\\*/",relevance:0,contains:[e.PHRASAL_WORDS_MODE,i]}]},o={$pattern:t,keyword:"and и else иначе endexcept endfinally endforeach конецвсе endif конецесли endwhile конецпока except exitfor finally foreach все if если in в not не or или try while пока ",built_in:"SYSRES_CONST_ACCES_RIGHT_TYPE_EDIT SYSRES_CONST_ACCES_RIGHT_TYPE_FULL SYSRES_CONST_ACCES_RIGHT_TYPE_VIEW SYSRES_CONST_ACCESS_MODE_REQUISITE_CODE SYSRES_CONST_ACCESS_NO_ACCESS_VIEW SYSRES_CONST_ACCESS_NO_ACCESS_VIEW_CODE SYSRES_CONST_ACCESS_RIGHTS_ADD_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_ADD_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_CHANGE_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_CHANGE_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_DELETE_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_DELETE_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_EXECUTE_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_EXECUTE_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_NO_ACCESS_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_NO_ACCESS_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_RATIFY_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_RATIFY_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_VIEW SYSRES_CONST_ACCESS_RIGHTS_VIEW_CODE SYSRES_CONST_ACCESS_RIGHTS_VIEW_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_VIEW_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_TYPE_CHANGE SYSRES_CONST_ACCESS_TYPE_CHANGE_CODE SYSRES_CONST_ACCESS_TYPE_EXISTS SYSRES_CONST_ACCESS_TYPE_EXISTS_CODE SYSRES_CONST_ACCESS_TYPE_FULL SYSRES_CONST_ACCESS_TYPE_FULL_CODE SYSRES_CONST_ACCESS_TYPE_VIEW SYSRES_CONST_ACCESS_TYPE_VIEW_CODE SYSRES_CONST_ACTION_TYPE_ABORT SYSRES_CONST_ACTION_TYPE_ACCEPT SYSRES_CONST_ACTION_TYPE_ACCESS_RIGHTS SYSRES_CONST_ACTION_TYPE_ADD_ATTACHMENT SYSRES_CONST_ACTION_TYPE_CHANGE_CARD SYSRES_CONST_ACTION_TYPE_CHANGE_KIND SYSRES_CONST_ACTION_TYPE_CHANGE_STORAGE SYSRES_CONST_ACTION_TYPE_CONTINUE SYSRES_CONST_ACTION_TYPE_COPY SYSRES_CONST_ACTION_TYPE_CREATE SYSRES_CONST_ACTION_TYPE_CREATE_VERSION SYSRES_CONST_ACTION_TYPE_DELETE SYSRES_CONST_ACTION_TYPE_DELETE_ATTACHMENT SYSRES_CONST_ACTION_TYPE_DELETE_VERSION SYSRES_CONST_ACTION_TYPE_DISABLE_DELEGATE_ACCESS_RIGHTS SYSRES_CONST_ACTION_TYPE_ENABLE_DELEGATE_ACCESS_RIGHTS SYSRES_CONST_ACTION_TYPE_ENCRYPTION_BY_CERTIFICATE SYSRES_CONST_ACTION_TYPE_ENCRYPTION_BY_CERTIFICATE_AND_PASSWORD SYSRES_CONST_ACTION_TYPE_ENCRYPTION_BY_PASSWORD SYSRES_CONST_ACTION_TYPE_EXPORT_WITH_LOCK SYSRES_CONST_ACTION_TYPE_EXPORT_WITHOUT_LOCK SYSRES_CONST_ACTION_TYPE_IMPORT_WITH_UNLOCK SYSRES_CONST_ACTION_TYPE_IMPORT_WITHOUT_UNLOCK SYSRES_CONST_ACTION_TYPE_LIFE_CYCLE_STAGE SYSRES_CONST_ACTION_TYPE_LOCK SYSRES_CONST_ACTION_TYPE_LOCK_FOR_SERVER SYSRES_CONST_ACTION_TYPE_LOCK_MODIFY SYSRES_CONST_ACTION_TYPE_MARK_AS_READED SYSRES_CONST_ACTION_TYPE_MARK_AS_UNREADED SYSRES_CONST_ACTION_TYPE_MODIFY SYSRES_CONST_ACTION_TYPE_MODIFY_CARD SYSRES_CONST_ACTION_TYPE_MOVE_TO_ARCHIVE SYSRES_CONST_ACTION_TYPE_OFF_ENCRYPTION SYSRES_CONST_ACTION_TYPE_PASSWORD_CHANGE SYSRES_CONST_ACTION_TYPE_PERFORM SYSRES_CONST_ACTION_TYPE_RECOVER_FROM_LOCAL_COPY SYSRES_CONST_ACTION_TYPE_RESTART SYSRES_CONST_ACTION_TYPE_RESTORE_FROM_ARCHIVE SYSRES_CONST_ACTION_TYPE_REVISION SYSRES_CONST_ACTION_TYPE_SEND_BY_MAIL SYSRES_CONST_ACTION_TYPE_SIGN SYSRES_CONST_ACTION_TYPE_START SYSRES_CONST_ACTION_TYPE_UNLOCK SYSRES_CONST_ACTION_TYPE_UNLOCK_FROM_SERVER SYSRES_CONST_ACTION_TYPE_VERSION_STATE SYSRES_CONST_ACTION_TYPE_VERSION_VISIBILITY SYSRES_CONST_ACTION_TYPE_VIEW SYSRES_CONST_ACTION_TYPE_VIEW_SHADOW_COPY SYSRES_CONST_ACTION_TYPE_WORKFLOW_DESCRIPTION_MODIFY SYSRES_CONST_ACTION_TYPE_WRITE_HISTORY SYSRES_CONST_ACTIVE_VERSION_STATE_PICK_VALUE SYSRES_CONST_ADD_REFERENCE_MODE_NAME SYSRES_CONST_ADDITION_REQUISITE_CODE SYSRES_CONST_ADDITIONAL_PARAMS_REQUISITE_CODE SYSRES_CONST_ADITIONAL_JOB_END_DATE_REQUISITE_NAME SYSRES_CONST_ADITIONAL_JOB_READ_REQUISITE_NAME SYSRES_CONST_ADITIONAL_JOB_START_DATE_REQUISITE_NAME SYSRES_CONST_ADITIONAL_JOB_STATE_REQUISITE_NAME SYSRES_CONST_ADMINISTRATION_HISTORY_ADDING_USER_TO_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_ADDING_USER_TO_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_COMP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_COMP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_USER_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_USER_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_DATABASE_USER_CREATION SYSRES_CONST_ADMINISTRATION_HISTORY_DATABASE_USER_CREATION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DATABASE_USER_DELETION SYSRES_CONST_ADMINISTRATION_HISTORY_DATABASE_USER_DELETION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_COMP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_COMP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_USER_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_USER_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_USER_FROM_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_USER_FROM_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_FILTERER_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_FILTERER_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_FILTERER_RESTRICTION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_FILTERER_RESTRICTION_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_PRIVILEGE_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_PRIVILEGE_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_RIGHTS_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_RIGHTS_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_IS_MAIN_SERVER_CHANGED_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_IS_MAIN_SERVER_CHANGED_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_IS_PUBLIC_CHANGED_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_IS_PUBLIC_CHANGED_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_FILTERER_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_FILTERER_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_FILTERER_RESTRICTION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_FILTERER_RESTRICTION_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_PRIVILEGE_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_PRIVILEGE_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_RIGHTS_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_RIGHTS_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_SERVER_LOGIN_CREATION SYSRES_CONST_ADMINISTRATION_HISTORY_SERVER_LOGIN_CREATION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_SERVER_LOGIN_DELETION SYSRES_CONST_ADMINISTRATION_HISTORY_SERVER_LOGIN_DELETION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_CATEGORY_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_CATEGORY_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_COMP_TITLE_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_COMP_TITLE_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_FULL_NAME_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_FULL_NAME_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_PARENT_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_PARENT_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_AUTH_TYPE_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_AUTH_TYPE_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_LOGIN_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_LOGIN_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_STATUS_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_STATUS_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_USER_PASSWORD_CHANGE SYSRES_CONST_ADMINISTRATION_HISTORY_USER_PASSWORD_CHANGE_ACTION SYSRES_CONST_ALL_ACCEPT_CONDITION_RUS SYSRES_CONST_ALL_USERS_GROUP SYSRES_CONST_ALL_USERS_GROUP_NAME SYSRES_CONST_ALL_USERS_SERVER_GROUP_NAME SYSRES_CONST_ALLOWED_ACCESS_TYPE_CODE SYSRES_CONST_ALLOWED_ACCESS_TYPE_NAME SYSRES_CONST_APP_VIEWER_TYPE_REQUISITE_CODE SYSRES_CONST_APPROVING_SIGNATURE_NAME SYSRES_CONST_APPROVING_SIGNATURE_REQUISITE_CODE SYSRES_CONST_ASSISTANT_SUBSTITUE_TYPE SYSRES_CONST_ASSISTANT_SUBSTITUE_TYPE_CODE SYSRES_CONST_ATTACH_TYPE_COMPONENT_TOKEN SYSRES_CONST_ATTACH_TYPE_DOC SYSRES_CONST_ATTACH_TYPE_EDOC SYSRES_CONST_ATTACH_TYPE_FOLDER SYSRES_CONST_ATTACH_TYPE_JOB SYSRES_CONST_ATTACH_TYPE_REFERENCE SYSRES_CONST_ATTACH_TYPE_TASK SYSRES_CONST_AUTH_ENCODED_PASSWORD SYSRES_CONST_AUTH_ENCODED_PASSWORD_CODE SYSRES_CONST_AUTH_NOVELL SYSRES_CONST_AUTH_PASSWORD SYSRES_CONST_AUTH_PASSWORD_CODE SYSRES_CONST_AUTH_WINDOWS SYSRES_CONST_AUTHENTICATING_SIGNATURE_NAME SYSRES_CONST_AUTHENTICATING_SIGNATURE_REQUISITE_CODE SYSRES_CONST_AUTO_ENUM_METHOD_FLAG SYSRES_CONST_AUTO_NUMERATION_CODE SYSRES_CONST_AUTO_STRONG_ENUM_METHOD_FLAG SYSRES_CONST_AUTOTEXT_NAME_REQUISITE_CODE SYSRES_CONST_AUTOTEXT_TEXT_REQUISITE_CODE SYSRES_CONST_AUTOTEXT_USAGE_ALL SYSRES_CONST_AUTOTEXT_USAGE_ALL_CODE SYSRES_CONST_AUTOTEXT_USAGE_SIGN SYSRES_CONST_AUTOTEXT_USAGE_SIGN_CODE SYSRES_CONST_AUTOTEXT_USAGE_WORK SYSRES_CONST_AUTOTEXT_USAGE_WORK_CODE SYSRES_CONST_AUTOTEXT_USE_ANYWHERE_CODE SYSRES_CONST_AUTOTEXT_USE_ON_SIGNING_CODE SYSRES_CONST_AUTOTEXT_USE_ON_WORK_CODE SYSRES_CONST_BEGIN_DATE_REQUISITE_CODE SYSRES_CONST_BLACK_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_BLUE_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_BTN_PART SYSRES_CONST_CALCULATED_ROLE_TYPE_CODE SYSRES_CONST_CALL_TYPE_VARIABLE_BUTTON_VALUE SYSRES_CONST_CALL_TYPE_VARIABLE_PROGRAM_VALUE SYSRES_CONST_CANCEL_MESSAGE_FUNCTION_RESULT SYSRES_CONST_CARD_PART SYSRES_CONST_CARD_REFERENCE_MODE_NAME SYSRES_CONST_CERTIFICATE_TYPE_REQUISITE_ENCRYPT_VALUE SYSRES_CONST_CERTIFICATE_TYPE_REQUISITE_SIGN_AND_ENCRYPT_VALUE SYSRES_CONST_CERTIFICATE_TYPE_REQUISITE_SIGN_VALUE SYSRES_CONST_CHECK_PARAM_VALUE_DATE_PARAM_TYPE SYSRES_CONST_CHECK_PARAM_VALUE_FLOAT_PARAM_TYPE SYSRES_CONST_CHECK_PARAM_VALUE_INTEGER_PARAM_TYPE SYSRES_CONST_CHECK_PARAM_VALUE_PICK_PARAM_TYPE SYSRES_CONST_CHECK_PARAM_VALUE_REEFRENCE_PARAM_TYPE SYSRES_CONST_CLOSED_RECORD_FLAG_VALUE_FEMININE SYSRES_CONST_CLOSED_RECORD_FLAG_VALUE_MASCULINE SYSRES_CONST_CODE_COMPONENT_TYPE_ADMIN SYSRES_CONST_CODE_COMPONENT_TYPE_DEVELOPER SYSRES_CONST_CODE_COMPONENT_TYPE_DOCS SYSRES_CONST_CODE_COMPONENT_TYPE_EDOC_CARDS SYSRES_CONST_CODE_COMPONENT_TYPE_EXTERNAL_EXECUTABLE SYSRES_CONST_CODE_COMPONENT_TYPE_OTHER SYSRES_CONST_CODE_COMPONENT_TYPE_REFERENCE SYSRES_CONST_CODE_COMPONENT_TYPE_REPORT SYSRES_CONST_CODE_COMPONENT_TYPE_SCRIPT SYSRES_CONST_CODE_COMPONENT_TYPE_URL SYSRES_CONST_CODE_REQUISITE_ACCESS SYSRES_CONST_CODE_REQUISITE_CODE SYSRES_CONST_CODE_REQUISITE_COMPONENT SYSRES_CONST_CODE_REQUISITE_DESCRIPTION SYSRES_CONST_CODE_REQUISITE_EXCLUDE_COMPONENT SYSRES_CONST_CODE_REQUISITE_RECORD SYSRES_CONST_COMMENT_REQ_CODE SYSRES_CONST_COMMON_SETTINGS_REQUISITE_CODE SYSRES_CONST_COMP_CODE_GRD SYSRES_CONST_COMPONENT_GROUP_TYPE_REQUISITE_CODE SYSRES_CONST_COMPONENT_TYPE_ADMIN_COMPONENTS SYSRES_CONST_COMPONENT_TYPE_DEVELOPER_COMPONENTS SYSRES_CONST_COMPONENT_TYPE_DOCS SYSRES_CONST_COMPONENT_TYPE_EDOC_CARDS SYSRES_CONST_COMPONENT_TYPE_EDOCS SYSRES_CONST_COMPONENT_TYPE_EXTERNAL_EXECUTABLE SYSRES_CONST_COMPONENT_TYPE_OTHER SYSRES_CONST_COMPONENT_TYPE_REFERENCE_TYPES SYSRES_CONST_COMPONENT_TYPE_REFERENCES SYSRES_CONST_COMPONENT_TYPE_REPORTS SYSRES_CONST_COMPONENT_TYPE_SCRIPTS SYSRES_CONST_COMPONENT_TYPE_URL SYSRES_CONST_COMPONENTS_REMOTE_SERVERS_VIEW_CODE SYSRES_CONST_CONDITION_BLOCK_DESCRIPTION SYSRES_CONST_CONST_FIRM_STATUS_COMMON SYSRES_CONST_CONST_FIRM_STATUS_INDIVIDUAL SYSRES_CONST_CONST_NEGATIVE_VALUE SYSRES_CONST_CONST_POSITIVE_VALUE SYSRES_CONST_CONST_SERVER_STATUS_DONT_REPLICATE SYSRES_CONST_CONST_SERVER_STATUS_REPLICATE SYSRES_CONST_CONTENTS_REQUISITE_CODE SYSRES_CONST_DATA_TYPE_BOOLEAN SYSRES_CONST_DATA_TYPE_DATE SYSRES_CONST_DATA_TYPE_FLOAT SYSRES_CONST_DATA_TYPE_INTEGER SYSRES_CONST_DATA_TYPE_PICK SYSRES_CONST_DATA_TYPE_REFERENCE SYSRES_CONST_DATA_TYPE_STRING SYSRES_CONST_DATA_TYPE_TEXT SYSRES_CONST_DATA_TYPE_VARIANT SYSRES_CONST_DATE_CLOSE_REQ_CODE SYSRES_CONST_DATE_FORMAT_DATE_ONLY_CHAR SYSRES_CONST_DATE_OPEN_REQ_CODE SYSRES_CONST_DATE_REQUISITE SYSRES_CONST_DATE_REQUISITE_CODE SYSRES_CONST_DATE_REQUISITE_NAME SYSRES_CONST_DATE_REQUISITE_TYPE SYSRES_CONST_DATE_TYPE_CHAR SYSRES_CONST_DATETIME_FORMAT_VALUE SYSRES_CONST_DEA_ACCESS_RIGHTS_ACTION_CODE SYSRES_CONST_DESCRIPTION_LOCALIZE_ID_REQUISITE_CODE SYSRES_CONST_DESCRIPTION_REQUISITE_CODE SYSRES_CONST_DET1_PART SYSRES_CONST_DET2_PART SYSRES_CONST_DET3_PART SYSRES_CONST_DET4_PART SYSRES_CONST_DET5_PART SYSRES_CONST_DET6_PART SYSRES_CONST_DETAIL_DATASET_KEY_REQUISITE_CODE SYSRES_CONST_DETAIL_PICK_REQUISITE_CODE SYSRES_CONST_DETAIL_REQ_CODE SYSRES_CONST_DO_NOT_USE_ACCESS_TYPE_CODE SYSRES_CONST_DO_NOT_USE_ACCESS_TYPE_NAME SYSRES_CONST_DO_NOT_USE_ON_VIEW_ACCESS_TYPE_CODE SYSRES_CONST_DO_NOT_USE_ON_VIEW_ACCESS_TYPE_NAME SYSRES_CONST_DOCUMENT_STORAGES_CODE SYSRES_CONST_DOCUMENT_TEMPLATES_TYPE_NAME SYSRES_CONST_DOUBLE_REQUISITE_CODE SYSRES_CONST_EDITOR_CLOSE_FILE_OBSERV_TYPE_CODE SYSRES_CONST_EDITOR_CLOSE_PROCESS_OBSERV_TYPE_CODE SYSRES_CONST_EDITOR_TYPE_REQUISITE_CODE SYSRES_CONST_EDITORS_APPLICATION_NAME_REQUISITE_CODE SYSRES_CONST_EDITORS_CREATE_SEVERAL_PROCESSES_REQUISITE_CODE SYSRES_CONST_EDITORS_EXTENSION_REQUISITE_CODE SYSRES_CONST_EDITORS_OBSERVER_BY_PROCESS_TYPE SYSRES_CONST_EDITORS_REFERENCE_CODE SYSRES_CONST_EDITORS_REPLACE_SPEC_CHARS_REQUISITE_CODE SYSRES_CONST_EDITORS_USE_PLUGINS_REQUISITE_CODE SYSRES_CONST_EDITORS_VIEW_DOCUMENT_OPENED_TO_EDIT_CODE SYSRES_CONST_EDOC_CARD_TYPE_REQUISITE_CODE SYSRES_CONST_EDOC_CARD_TYPES_LINK_REQUISITE_CODE SYSRES_CONST_EDOC_CERTIFICATE_AND_PASSWORD_ENCODE_CODE SYSRES_CONST_EDOC_CERTIFICATE_ENCODE_CODE SYSRES_CONST_EDOC_DATE_REQUISITE_CODE SYSRES_CONST_EDOC_KIND_REFERENCE_CODE SYSRES_CONST_EDOC_KINDS_BY_TEMPLATE_ACTION_CODE SYSRES_CONST_EDOC_MANAGE_ACCESS_CODE SYSRES_CONST_EDOC_NONE_ENCODE_CODE SYSRES_CONST_EDOC_NUMBER_REQUISITE_CODE SYSRES_CONST_EDOC_PASSWORD_ENCODE_CODE SYSRES_CONST_EDOC_READONLY_ACCESS_CODE SYSRES_CONST_EDOC_SHELL_LIFE_TYPE_VIEW_VALUE SYSRES_CONST_EDOC_SIZE_RESTRICTION_PRIORITY_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_CHECK_ACCESS_RIGHTS_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_COMPUTER_NAME_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_DATABASE_NAME_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_EDIT_IN_STORAGE_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_LOCAL_PATH_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_SHARED_SOURCE_NAME_REQUISITE_CODE SYSRES_CONST_EDOC_TEMPLATE_REQUISITE_CODE SYSRES_CONST_EDOC_TYPES_REFERENCE_CODE SYSRES_CONST_EDOC_VERSION_ACTIVE_STAGE_CODE SYSRES_CONST_EDOC_VERSION_DESIGN_STAGE_CODE SYSRES_CONST_EDOC_VERSION_OBSOLETE_STAGE_CODE SYSRES_CONST_EDOC_WRITE_ACCES_CODE SYSRES_CONST_EDOCUMENT_CARD_REQUISITES_REFERENCE_CODE_SELECTED_REQUISITE SYSRES_CONST_ENCODE_CERTIFICATE_TYPE_CODE SYSRES_CONST_END_DATE_REQUISITE_CODE SYSRES_CONST_ENUMERATION_TYPE_REQUISITE_CODE SYSRES_CONST_EXECUTE_ACCESS_RIGHTS_TYPE_CODE SYSRES_CONST_EXECUTIVE_FILE_STORAGE_TYPE SYSRES_CONST_EXIST_CONST SYSRES_CONST_EXIST_VALUE SYSRES_CONST_EXPORT_LOCK_TYPE_ASK SYSRES_CONST_EXPORT_LOCK_TYPE_WITH_LOCK SYSRES_CONST_EXPORT_LOCK_TYPE_WITHOUT_LOCK SYSRES_CONST_EXPORT_VERSION_TYPE_ASK SYSRES_CONST_EXPORT_VERSION_TYPE_LAST SYSRES_CONST_EXPORT_VERSION_TYPE_LAST_ACTIVE SYSRES_CONST_EXTENSION_REQUISITE_CODE SYSRES_CONST_FILTER_NAME_REQUISITE_CODE SYSRES_CONST_FILTER_REQUISITE_CODE SYSRES_CONST_FILTER_TYPE_COMMON_CODE SYSRES_CONST_FILTER_TYPE_COMMON_NAME SYSRES_CONST_FILTER_TYPE_USER_CODE SYSRES_CONST_FILTER_TYPE_USER_NAME SYSRES_CONST_FILTER_VALUE_REQUISITE_NAME SYSRES_CONST_FLOAT_NUMBER_FORMAT_CHAR SYSRES_CONST_FLOAT_REQUISITE_TYPE SYSRES_CONST_FOLDER_AUTHOR_VALUE SYSRES_CONST_FOLDER_KIND_ANY_OBJECTS SYSRES_CONST_FOLDER_KIND_COMPONENTS SYSRES_CONST_FOLDER_KIND_EDOCS SYSRES_CONST_FOLDER_KIND_JOBS SYSRES_CONST_FOLDER_KIND_TASKS SYSRES_CONST_FOLDER_TYPE_COMMON SYSRES_CONST_FOLDER_TYPE_COMPONENT SYSRES_CONST_FOLDER_TYPE_FAVORITES SYSRES_CONST_FOLDER_TYPE_INBOX SYSRES_CONST_FOLDER_TYPE_OUTBOX SYSRES_CONST_FOLDER_TYPE_QUICK_LAUNCH SYSRES_CONST_FOLDER_TYPE_SEARCH SYSRES_CONST_FOLDER_TYPE_SHORTCUTS SYSRES_CONST_FOLDER_TYPE_USER SYSRES_CONST_FROM_DICTIONARY_ENUM_METHOD_FLAG SYSRES_CONST_FULL_SUBSTITUTE_TYPE SYSRES_CONST_FULL_SUBSTITUTE_TYPE_CODE SYSRES_CONST_FUNCTION_CANCEL_RESULT SYSRES_CONST_FUNCTION_CATEGORY_SYSTEM SYSRES_CONST_FUNCTION_CATEGORY_USER SYSRES_CONST_FUNCTION_FAILURE_RESULT SYSRES_CONST_FUNCTION_SAVE_RESULT SYSRES_CONST_GENERATED_REQUISITE SYSRES_CONST_GREEN_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_GROUP_ACCOUNT_TYPE_VALUE_CODE SYSRES_CONST_GROUP_CATEGORY_NORMAL_CODE SYSRES_CONST_GROUP_CATEGORY_NORMAL_NAME SYSRES_CONST_GROUP_CATEGORY_SERVICE_CODE SYSRES_CONST_GROUP_CATEGORY_SERVICE_NAME SYSRES_CONST_GROUP_COMMON_CATEGORY_FIELD_VALUE SYSRES_CONST_GROUP_FULL_NAME_REQUISITE_CODE SYSRES_CONST_GROUP_NAME_REQUISITE_CODE SYSRES_CONST_GROUP_RIGHTS_T_REQUISITE_CODE SYSRES_CONST_GROUP_SERVER_CODES_REQUISITE_CODE SYSRES_CONST_GROUP_SERVER_NAME_REQUISITE_CODE SYSRES_CONST_GROUP_SERVICE_CATEGORY_FIELD_VALUE SYSRES_CONST_GROUP_USER_REQUISITE_CODE SYSRES_CONST_GROUPS_REFERENCE_CODE SYSRES_CONST_GROUPS_REQUISITE_CODE SYSRES_CONST_HIDDEN_MODE_NAME SYSRES_CONST_HIGH_LVL_REQUISITE_CODE SYSRES_CONST_HISTORY_ACTION_CREATE_CODE SYSRES_CONST_HISTORY_ACTION_DELETE_CODE SYSRES_CONST_HISTORY_ACTION_EDIT_CODE SYSRES_CONST_HOUR_CHAR SYSRES_CONST_ID_REQUISITE_CODE SYSRES_CONST_IDSPS_REQUISITE_CODE SYSRES_CONST_IMAGE_MODE_COLOR SYSRES_CONST_IMAGE_MODE_GREYSCALE SYSRES_CONST_IMAGE_MODE_MONOCHROME SYSRES_CONST_IMPORTANCE_HIGH SYSRES_CONST_IMPORTANCE_LOW SYSRES_CONST_IMPORTANCE_NORMAL SYSRES_CONST_IN_DESIGN_VERSION_STATE_PICK_VALUE SYSRES_CONST_INCOMING_WORK_RULE_TYPE_CODE SYSRES_CONST_INT_REQUISITE SYSRES_CONST_INT_REQUISITE_TYPE SYSRES_CONST_INTEGER_NUMBER_FORMAT_CHAR SYSRES_CONST_INTEGER_TYPE_CHAR SYSRES_CONST_IS_GENERATED_REQUISITE_NEGATIVE_VALUE SYSRES_CONST_IS_PUBLIC_ROLE_REQUISITE_CODE SYSRES_CONST_IS_REMOTE_USER_NEGATIVE_VALUE SYSRES_CONST_IS_REMOTE_USER_POSITIVE_VALUE SYSRES_CONST_IS_STORED_REQUISITE_NEGATIVE_VALUE SYSRES_CONST_IS_STORED_REQUISITE_STORED_VALUE SYSRES_CONST_ITALIC_LIFE_CYCLE_STAGE_DRAW_STYLE SYSRES_CONST_JOB_BLOCK_DESCRIPTION SYSRES_CONST_JOB_KIND_CONTROL_JOB SYSRES_CONST_JOB_KIND_JOB SYSRES_CONST_JOB_KIND_NOTICE SYSRES_CONST_JOB_STATE_ABORTED SYSRES_CONST_JOB_STATE_COMPLETE SYSRES_CONST_JOB_STATE_WORKING SYSRES_CONST_KIND_REQUISITE_CODE SYSRES_CONST_KIND_REQUISITE_NAME SYSRES_CONST_KINDS_CREATE_SHADOW_COPIES_REQUISITE_CODE SYSRES_CONST_KINDS_DEFAULT_EDOC_LIFE_STAGE_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_ALL_TEPLATES_ALLOWED_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_ALLOW_LIFE_CYCLE_STAGE_CHANGING_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_ALLOW_MULTIPLE_ACTIVE_VERSIONS_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_SHARE_ACCES_RIGHTS_BY_DEFAULT_CODE SYSRES_CONST_KINDS_EDOC_TEMPLATE_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_TYPE_REQUISITE_CODE SYSRES_CONST_KINDS_SIGNERS_REQUISITES_CODE SYSRES_CONST_KOD_INPUT_TYPE SYSRES_CONST_LAST_UPDATE_DATE_REQUISITE_CODE SYSRES_CONST_LIFE_CYCLE_START_STAGE_REQUISITE_CODE SYSRES_CONST_LILAC_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_LINK_OBJECT_KIND_COMPONENT SYSRES_CONST_LINK_OBJECT_KIND_DOCUMENT SYSRES_CONST_LINK_OBJECT_KIND_EDOC SYSRES_CONST_LINK_OBJECT_KIND_FOLDER SYSRES_CONST_LINK_OBJECT_KIND_JOB SYSRES_CONST_LINK_OBJECT_KIND_REFERENCE SYSRES_CONST_LINK_OBJECT_KIND_TASK SYSRES_CONST_LINK_REF_TYPE_REQUISITE_CODE SYSRES_CONST_LIST_REFERENCE_MODE_NAME SYSRES_CONST_LOCALIZATION_DICTIONARY_MAIN_VIEW_CODE SYSRES_CONST_MAIN_VIEW_CODE SYSRES_CONST_MANUAL_ENUM_METHOD_FLAG SYSRES_CONST_MASTER_COMP_TYPE_REQUISITE_CODE SYSRES_CONST_MASTER_TABLE_REC_ID_REQUISITE_CODE SYSRES_CONST_MAXIMIZED_MODE_NAME SYSRES_CONST_ME_VALUE SYSRES_CONST_MESSAGE_ATTENTION_CAPTION SYSRES_CONST_MESSAGE_CONFIRMATION_CAPTION SYSRES_CONST_MESSAGE_ERROR_CAPTION SYSRES_CONST_MESSAGE_INFORMATION_CAPTION SYSRES_CONST_MINIMIZED_MODE_NAME SYSRES_CONST_MINUTE_CHAR SYSRES_CONST_MODULE_REQUISITE_CODE SYSRES_CONST_MONITORING_BLOCK_DESCRIPTION SYSRES_CONST_MONTH_FORMAT_VALUE SYSRES_CONST_NAME_LOCALIZE_ID_REQUISITE_CODE SYSRES_CONST_NAME_REQUISITE_CODE SYSRES_CONST_NAME_SINGULAR_REQUISITE_CODE SYSRES_CONST_NAMEAN_INPUT_TYPE SYSRES_CONST_NEGATIVE_PICK_VALUE SYSRES_CONST_NEGATIVE_VALUE SYSRES_CONST_NO SYSRES_CONST_NO_PICK_VALUE SYSRES_CONST_NO_SIGNATURE_REQUISITE_CODE SYSRES_CONST_NO_VALUE SYSRES_CONST_NONE_ACCESS_RIGHTS_TYPE_CODE SYSRES_CONST_NONOPERATING_RECORD_FLAG_VALUE SYSRES_CONST_NONOPERATING_RECORD_FLAG_VALUE_MASCULINE SYSRES_CONST_NORMAL_ACCESS_RIGHTS_TYPE_CODE SYSRES_CONST_NORMAL_LIFE_CYCLE_STAGE_DRAW_STYLE SYSRES_CONST_NORMAL_MODE_NAME SYSRES_CONST_NOT_ALLOWED_ACCESS_TYPE_CODE SYSRES_CONST_NOT_ALLOWED_ACCESS_TYPE_NAME SYSRES_CONST_NOTE_REQUISITE_CODE SYSRES_CONST_NOTICE_BLOCK_DESCRIPTION SYSRES_CONST_NUM_REQUISITE SYSRES_CONST_NUM_STR_REQUISITE_CODE SYSRES_CONST_NUMERATION_AUTO_NOT_STRONG SYSRES_CONST_NUMERATION_AUTO_STRONG SYSRES_CONST_NUMERATION_FROM_DICTONARY SYSRES_CONST_NUMERATION_MANUAL SYSRES_CONST_NUMERIC_TYPE_CHAR SYSRES_CONST_NUMREQ_REQUISITE_CODE SYSRES_CONST_OBSOLETE_VERSION_STATE_PICK_VALUE SYSRES_CONST_OPERATING_RECORD_FLAG_VALUE SYSRES_CONST_OPERATING_RECORD_FLAG_VALUE_CODE SYSRES_CONST_OPERATING_RECORD_FLAG_VALUE_FEMININE SYSRES_CONST_OPERATING_RECORD_FLAG_VALUE_MASCULINE SYSRES_CONST_OPTIONAL_FORM_COMP_REQCODE_PREFIX SYSRES_CONST_ORANGE_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_ORIGINALREF_REQUISITE_CODE SYSRES_CONST_OURFIRM_REF_CODE SYSRES_CONST_OURFIRM_REQUISITE_CODE SYSRES_CONST_OURFIRM_VAR SYSRES_CONST_OUTGOING_WORK_RULE_TYPE_CODE SYSRES_CONST_PICK_NEGATIVE_RESULT SYSRES_CONST_PICK_POSITIVE_RESULT SYSRES_CONST_PICK_REQUISITE SYSRES_CONST_PICK_REQUISITE_TYPE SYSRES_CONST_PICK_TYPE_CHAR SYSRES_CONST_PLAN_STATUS_REQUISITE_CODE SYSRES_CONST_PLATFORM_VERSION_COMMENT SYSRES_CONST_PLUGINS_SETTINGS_DESCRIPTION_REQUISITE_CODE SYSRES_CONST_POSITIVE_PICK_VALUE SYSRES_CONST_POWER_TO_CREATE_ACTION_CODE SYSRES_CONST_POWER_TO_SIGN_ACTION_CODE SYSRES_CONST_PRIORITY_REQUISITE_CODE SYSRES_CONST_QUALIFIED_TASK_TYPE SYSRES_CONST_QUALIFIED_TASK_TYPE_CODE SYSRES_CONST_RECSTAT_REQUISITE_CODE SYSRES_CONST_RED_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_REF_ID_T_REF_TYPE_REQUISITE_CODE SYSRES_CONST_REF_REQUISITE SYSRES_CONST_REF_REQUISITE_TYPE SYSRES_CONST_REF_REQUISITES_REFERENCE_CODE_SELECTED_REQUISITE SYSRES_CONST_REFERENCE_RECORD_HISTORY_CREATE_ACTION_CODE SYSRES_CONST_REFERENCE_RECORD_HISTORY_DELETE_ACTION_CODE SYSRES_CONST_REFERENCE_RECORD_HISTORY_MODIFY_ACTION_CODE SYSRES_CONST_REFERENCE_TYPE_CHAR SYSRES_CONST_REFERENCE_TYPE_REQUISITE_NAME SYSRES_CONST_REFERENCES_ADD_PARAMS_REQUISITE_CODE SYSRES_CONST_REFERENCES_DISPLAY_REQUISITE_REQUISITE_CODE SYSRES_CONST_REMOTE_SERVER_STATUS_WORKING SYSRES_CONST_REMOTE_SERVER_TYPE_MAIN SYSRES_CONST_REMOTE_SERVER_TYPE_SECONDARY SYSRES_CONST_REMOTE_USER_FLAG_VALUE_CODE SYSRES_CONST_REPORT_APP_EDITOR_INTERNAL SYSRES_CONST_REPORT_BASE_REPORT_ID_REQUISITE_CODE SYSRES_CONST_REPORT_BASE_REPORT_REQUISITE_CODE SYSRES_CONST_REPORT_SCRIPT_REQUISITE_CODE SYSRES_CONST_REPORT_TEMPLATE_REQUISITE_CODE SYSRES_CONST_REPORT_VIEWER_CODE_REQUISITE_CODE SYSRES_CONST_REQ_ALLOW_COMPONENT_DEFAULT_VALUE SYSRES_CONST_REQ_ALLOW_RECORD_DEFAULT_VALUE SYSRES_CONST_REQ_ALLOW_SERVER_COMPONENT_DEFAULT_VALUE SYSRES_CONST_REQ_MODE_AVAILABLE_CODE SYSRES_CONST_REQ_MODE_EDIT_CODE SYSRES_CONST_REQ_MODE_HIDDEN_CODE SYSRES_CONST_REQ_MODE_NOT_AVAILABLE_CODE SYSRES_CONST_REQ_MODE_VIEW_CODE SYSRES_CONST_REQ_NUMBER_REQUISITE_CODE SYSRES_CONST_REQ_SECTION_VALUE SYSRES_CONST_REQ_TYPE_VALUE SYSRES_CONST_REQUISITE_FORMAT_BY_UNIT SYSRES_CONST_REQUISITE_FORMAT_DATE_FULL SYSRES_CONST_REQUISITE_FORMAT_DATE_TIME SYSRES_CONST_REQUISITE_FORMAT_LEFT SYSRES_CONST_REQUISITE_FORMAT_RIGHT SYSRES_CONST_REQUISITE_FORMAT_WITHOUT_UNIT SYSRES_CONST_REQUISITE_NUMBER_REQUISITE_CODE SYSRES_CONST_REQUISITE_SECTION_ACTIONS SYSRES_CONST_REQUISITE_SECTION_BUTTON SYSRES_CONST_REQUISITE_SECTION_BUTTONS SYSRES_CONST_REQUISITE_SECTION_CARD SYSRES_CONST_REQUISITE_SECTION_TABLE SYSRES_CONST_REQUISITE_SECTION_TABLE10 SYSRES_CONST_REQUISITE_SECTION_TABLE11 SYSRES_CONST_REQUISITE_SECTION_TABLE12 SYSRES_CONST_REQUISITE_SECTION_TABLE13 SYSRES_CONST_REQUISITE_SECTION_TABLE14 SYSRES_CONST_REQUISITE_SECTION_TABLE15 SYSRES_CONST_REQUISITE_SECTION_TABLE16 SYSRES_CONST_REQUISITE_SECTION_TABLE17 SYSRES_CONST_REQUISITE_SECTION_TABLE18 SYSRES_CONST_REQUISITE_SECTION_TABLE19 SYSRES_CONST_REQUISITE_SECTION_TABLE2 SYSRES_CONST_REQUISITE_SECTION_TABLE20 SYSRES_CONST_REQUISITE_SECTION_TABLE21 SYSRES_CONST_REQUISITE_SECTION_TABLE22 SYSRES_CONST_REQUISITE_SECTION_TABLE23 SYSRES_CONST_REQUISITE_SECTION_TABLE24 SYSRES_CONST_REQUISITE_SECTION_TABLE3 SYSRES_CONST_REQUISITE_SECTION_TABLE4 SYSRES_CONST_REQUISITE_SECTION_TABLE5 SYSRES_CONST_REQUISITE_SECTION_TABLE6 SYSRES_CONST_REQUISITE_SECTION_TABLE7 SYSRES_CONST_REQUISITE_SECTION_TABLE8 SYSRES_CONST_REQUISITE_SECTION_TABLE9 SYSRES_CONST_REQUISITES_PSEUDOREFERENCE_REQUISITE_NUMBER_REQUISITE_CODE SYSRES_CONST_RIGHT_ALIGNMENT_CODE SYSRES_CONST_ROLES_REFERENCE_CODE SYSRES_CONST_ROUTE_STEP_AFTER_RUS SYSRES_CONST_ROUTE_STEP_AND_CONDITION_RUS SYSRES_CONST_ROUTE_STEP_OR_CONDITION_RUS SYSRES_CONST_ROUTE_TYPE_COMPLEX SYSRES_CONST_ROUTE_TYPE_PARALLEL SYSRES_CONST_ROUTE_TYPE_SERIAL SYSRES_CONST_SBDATASETDESC_NEGATIVE_VALUE SYSRES_CONST_SBDATASETDESC_POSITIVE_VALUE SYSRES_CONST_SBVIEWSDESC_POSITIVE_VALUE SYSRES_CONST_SCRIPT_BLOCK_DESCRIPTION SYSRES_CONST_SEARCH_BY_TEXT_REQUISITE_CODE SYSRES_CONST_SEARCHES_COMPONENT_CONTENT SYSRES_CONST_SEARCHES_CRITERIA_ACTION_NAME SYSRES_CONST_SEARCHES_EDOC_CONTENT SYSRES_CONST_SEARCHES_FOLDER_CONTENT SYSRES_CONST_SEARCHES_JOB_CONTENT SYSRES_CONST_SEARCHES_REFERENCE_CODE SYSRES_CONST_SEARCHES_TASK_CONTENT SYSRES_CONST_SECOND_CHAR SYSRES_CONST_SECTION_REQUISITE_ACTIONS_VALUE SYSRES_CONST_SECTION_REQUISITE_CARD_VALUE SYSRES_CONST_SECTION_REQUISITE_CODE SYSRES_CONST_SECTION_REQUISITE_DETAIL_1_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_2_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_3_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_4_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_5_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_6_VALUE SYSRES_CONST_SELECT_REFERENCE_MODE_NAME SYSRES_CONST_SELECT_TYPE_SELECTABLE SYSRES_CONST_SELECT_TYPE_SELECTABLE_ONLY_CHILD SYSRES_CONST_SELECT_TYPE_SELECTABLE_WITH_CHILD SYSRES_CONST_SELECT_TYPE_UNSLECTABLE SYSRES_CONST_SERVER_TYPE_MAIN SYSRES_CONST_SERVICE_USER_CATEGORY_FIELD_VALUE SYSRES_CONST_SETTINGS_USER_REQUISITE_CODE SYSRES_CONST_SIGNATURE_AND_ENCODE_CERTIFICATE_TYPE_CODE SYSRES_CONST_SIGNATURE_CERTIFICATE_TYPE_CODE SYSRES_CONST_SINGULAR_TITLE_REQUISITE_CODE SYSRES_CONST_SQL_SERVER_AUTHENTIFICATION_FLAG_VALUE_CODE SYSRES_CONST_SQL_SERVER_ENCODE_AUTHENTIFICATION_FLAG_VALUE_CODE SYSRES_CONST_STANDART_ROUTE_REFERENCE_CODE SYSRES_CONST_STANDART_ROUTE_REFERENCE_COMMENT_REQUISITE_CODE SYSRES_CONST_STANDART_ROUTES_GROUPS_REFERENCE_CODE SYSRES_CONST_STATE_REQ_NAME SYSRES_CONST_STATE_REQUISITE_ACTIVE_VALUE SYSRES_CONST_STATE_REQUISITE_CLOSED_VALUE SYSRES_CONST_STATE_REQUISITE_CODE SYSRES_CONST_STATIC_ROLE_TYPE_CODE SYSRES_CONST_STATUS_PLAN_DEFAULT_VALUE SYSRES_CONST_STATUS_VALUE_AUTOCLEANING SYSRES_CONST_STATUS_VALUE_BLUE_SQUARE SYSRES_CONST_STATUS_VALUE_COMPLETE SYSRES_CONST_STATUS_VALUE_GREEN_SQUARE SYSRES_CONST_STATUS_VALUE_ORANGE_SQUARE SYSRES_CONST_STATUS_VALUE_PURPLE_SQUARE SYSRES_CONST_STATUS_VALUE_RED_SQUARE SYSRES_CONST_STATUS_VALUE_SUSPEND SYSRES_CONST_STATUS_VALUE_YELLOW_SQUARE SYSRES_CONST_STDROUTE_SHOW_TO_USERS_REQUISITE_CODE SYSRES_CONST_STORAGE_TYPE_FILE SYSRES_CONST_STORAGE_TYPE_SQL_SERVER SYSRES_CONST_STR_REQUISITE SYSRES_CONST_STRIKEOUT_LIFE_CYCLE_STAGE_DRAW_STYLE SYSRES_CONST_STRING_FORMAT_LEFT_ALIGN_CHAR SYSRES_CONST_STRING_FORMAT_RIGHT_ALIGN_CHAR SYSRES_CONST_STRING_REQUISITE_CODE SYSRES_CONST_STRING_REQUISITE_TYPE SYSRES_CONST_STRING_TYPE_CHAR SYSRES_CONST_SUBSTITUTES_PSEUDOREFERENCE_CODE SYSRES_CONST_SUBTASK_BLOCK_DESCRIPTION SYSRES_CONST_SYSTEM_SETTING_CURRENT_USER_PARAM_VALUE SYSRES_CONST_SYSTEM_SETTING_EMPTY_VALUE_PARAM_VALUE SYSRES_CONST_SYSTEM_VERSION_COMMENT SYSRES_CONST_TASK_ACCESS_TYPE_ALL SYSRES_CONST_TASK_ACCESS_TYPE_ALL_MEMBERS SYSRES_CONST_TASK_ACCESS_TYPE_MANUAL SYSRES_CONST_TASK_ENCODE_TYPE_CERTIFICATION SYSRES_CONST_TASK_ENCODE_TYPE_CERTIFICATION_AND_PASSWORD SYSRES_CONST_TASK_ENCODE_TYPE_NONE SYSRES_CONST_TASK_ENCODE_TYPE_PASSWORD SYSRES_CONST_TASK_ROUTE_ALL_CONDITION SYSRES_CONST_TASK_ROUTE_AND_CONDITION SYSRES_CONST_TASK_ROUTE_OR_CONDITION SYSRES_CONST_TASK_STATE_ABORTED SYSRES_CONST_TASK_STATE_COMPLETE SYSRES_CONST_TASK_STATE_CONTINUED SYSRES_CONST_TASK_STATE_CONTROL SYSRES_CONST_TASK_STATE_INIT SYSRES_CONST_TASK_STATE_WORKING SYSRES_CONST_TASK_TITLE SYSRES_CONST_TASK_TYPES_GROUPS_REFERENCE_CODE SYSRES_CONST_TASK_TYPES_REFERENCE_CODE SYSRES_CONST_TEMPLATES_REFERENCE_CODE SYSRES_CONST_TEST_DATE_REQUISITE_NAME SYSRES_CONST_TEST_DEV_DATABASE_NAME SYSRES_CONST_TEST_DEV_SYSTEM_CODE SYSRES_CONST_TEST_EDMS_DATABASE_NAME SYSRES_CONST_TEST_EDMS_MAIN_CODE SYSRES_CONST_TEST_EDMS_MAIN_DB_NAME SYSRES_CONST_TEST_EDMS_SECOND_CODE SYSRES_CONST_TEST_EDMS_SECOND_DB_NAME SYSRES_CONST_TEST_EDMS_SYSTEM_CODE SYSRES_CONST_TEST_NUMERIC_REQUISITE_NAME SYSRES_CONST_TEXT_REQUISITE SYSRES_CONST_TEXT_REQUISITE_CODE SYSRES_CONST_TEXT_REQUISITE_TYPE SYSRES_CONST_TEXT_TYPE_CHAR SYSRES_CONST_TYPE_CODE_REQUISITE_CODE SYSRES_CONST_TYPE_REQUISITE_CODE SYSRES_CONST_UNDEFINED_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_UNITS_SECTION_ID_REQUISITE_CODE SYSRES_CONST_UNITS_SECTION_REQUISITE_CODE SYSRES_CONST_UNOPERATING_RECORD_FLAG_VALUE_CODE SYSRES_CONST_UNSTORED_DATA_REQUISITE_CODE SYSRES_CONST_UNSTORED_DATA_REQUISITE_NAME SYSRES_CONST_USE_ACCESS_TYPE_CODE SYSRES_CONST_USE_ACCESS_TYPE_NAME SYSRES_CONST_USER_ACCOUNT_TYPE_VALUE_CODE SYSRES_CONST_USER_ADDITIONAL_INFORMATION_REQUISITE_CODE SYSRES_CONST_USER_AND_GROUP_ID_FROM_PSEUDOREFERENCE_REQUISITE_CODE SYSRES_CONST_USER_CATEGORY_NORMAL SYSRES_CONST_USER_CERTIFICATE_REQUISITE_CODE SYSRES_CONST_USER_CERTIFICATE_STATE_REQUISITE_CODE SYSRES_CONST_USER_CERTIFICATE_SUBJECT_NAME_REQUISITE_CODE SYSRES_CONST_USER_CERTIFICATE_THUMBPRINT_REQUISITE_CODE SYSRES_CONST_USER_COMMON_CATEGORY SYSRES_CONST_USER_COMMON_CATEGORY_CODE SYSRES_CONST_USER_FULL_NAME_REQUISITE_CODE SYSRES_CONST_USER_GROUP_TYPE_REQUISITE_CODE SYSRES_CONST_USER_LOGIN_REQUISITE_CODE SYSRES_CONST_USER_REMOTE_CONTROLLER_REQUISITE_CODE SYSRES_CONST_USER_REMOTE_SYSTEM_REQUISITE_CODE SYSRES_CONST_USER_RIGHTS_T_REQUISITE_CODE SYSRES_CONST_USER_SERVER_NAME_REQUISITE_CODE SYSRES_CONST_USER_SERVICE_CATEGORY SYSRES_CONST_USER_SERVICE_CATEGORY_CODE SYSRES_CONST_USER_STATUS_ADMINISTRATOR_CODE SYSRES_CONST_USER_STATUS_ADMINISTRATOR_NAME SYSRES_CONST_USER_STATUS_DEVELOPER_CODE SYSRES_CONST_USER_STATUS_DEVELOPER_NAME SYSRES_CONST_USER_STATUS_DISABLED_CODE SYSRES_CONST_USER_STATUS_DISABLED_NAME SYSRES_CONST_USER_STATUS_SYSTEM_DEVELOPER_CODE SYSRES_CONST_USER_STATUS_USER_CODE SYSRES_CONST_USER_STATUS_USER_NAME SYSRES_CONST_USER_STATUS_USER_NAME_DEPRECATED SYSRES_CONST_USER_TYPE_FIELD_VALUE_USER SYSRES_CONST_USER_TYPE_REQUISITE_CODE SYSRES_CONST_USERS_CONTROLLER_REQUISITE_CODE SYSRES_CONST_USERS_IS_MAIN_SERVER_REQUISITE_CODE SYSRES_CONST_USERS_REFERENCE_CODE SYSRES_CONST_USERS_REGISTRATION_CERTIFICATES_ACTION_NAME SYSRES_CONST_USERS_REQUISITE_CODE SYSRES_CONST_USERS_SYSTEM_REQUISITE_CODE SYSRES_CONST_USERS_USER_ACCESS_RIGHTS_TYPR_REQUISITE_CODE SYSRES_CONST_USERS_USER_AUTHENTICATION_REQUISITE_CODE SYSRES_CONST_USERS_USER_COMPONENT_REQUISITE_CODE SYSRES_CONST_USERS_USER_GROUP_REQUISITE_CODE SYSRES_CONST_USERS_VIEW_CERTIFICATES_ACTION_NAME SYSRES_CONST_VIEW_DEFAULT_CODE SYSRES_CONST_VIEW_DEFAULT_NAME SYSRES_CONST_VIEWER_REQUISITE_CODE SYSRES_CONST_WAITING_BLOCK_DESCRIPTION SYSRES_CONST_WIZARD_FORM_LABEL_TEST_STRING  SYSRES_CONST_WIZARD_QUERY_PARAM_HEIGHT_ETALON_STRING SYSRES_CONST_WIZARD_REFERENCE_COMMENT_REQUISITE_CODE SYSRES_CONST_WORK_RULES_DESCRIPTION_REQUISITE_CODE SYSRES_CONST_WORK_TIME_CALENDAR_REFERENCE_CODE SYSRES_CONST_WORK_WORKFLOW_HARD_ROUTE_TYPE_VALUE SYSRES_CONST_WORK_WORKFLOW_HARD_ROUTE_TYPE_VALUE_CODE SYSRES_CONST_WORK_WORKFLOW_HARD_ROUTE_TYPE_VALUE_CODE_RUS SYSRES_CONST_WORK_WORKFLOW_SOFT_ROUTE_TYPE_VALUE_CODE_RUS SYSRES_CONST_WORKFLOW_ROUTE_TYPR_HARD SYSRES_CONST_WORKFLOW_ROUTE_TYPR_SOFT SYSRES_CONST_XML_ENCODING SYSRES_CONST_XREC_STAT_REQUISITE_CODE SYSRES_CONST_XRECID_FIELD_NAME SYSRES_CONST_YES SYSRES_CONST_YES_NO_2_REQUISITE_CODE SYSRES_CONST_YES_NO_REQUISITE_CODE SYSRES_CONST_YES_NO_T_REF_TYPE_REQUISITE_CODE SYSRES_CONST_YES_PICK_VALUE SYSRES_CONST_YES_VALUE CR FALSE nil NO_VALUE NULL TAB TRUE YES_VALUE ADMINISTRATORS_GROUP_NAME CUSTOMIZERS_GROUP_NAME DEVELOPERS_GROUP_NAME SERVICE_USERS_GROUP_NAME DECISION_BLOCK_FIRST_OPERAND_PROPERTY DECISION_BLOCK_NAME_PROPERTY DECISION_BLOCK_OPERATION_PROPERTY DECISION_BLOCK_RESULT_TYPE_PROPERTY DECISION_BLOCK_SECOND_OPERAND_PROPERTY ANY_FILE_EXTENTION COMPRESSED_DOCUMENT_EXTENSION EXTENDED_DOCUMENT_EXTENSION SHORT_COMPRESSED_DOCUMENT_EXTENSION SHORT_EXTENDED_DOCUMENT_EXTENSION JOB_BLOCK_ABORT_DEADLINE_PROPERTY JOB_BLOCK_AFTER_FINISH_EVENT JOB_BLOCK_AFTER_QUERY_PARAMETERS_EVENT JOB_BLOCK_ATTACHMENT_PROPERTY JOB_BLOCK_ATTACHMENTS_RIGHTS_GROUP_PROPERTY JOB_BLOCK_ATTACHMENTS_RIGHTS_TYPE_PROPERTY JOB_BLOCK_BEFORE_QUERY_PARAMETERS_EVENT JOB_BLOCK_BEFORE_START_EVENT JOB_BLOCK_CREATED_JOBS_PROPERTY JOB_BLOCK_DEADLINE_PROPERTY JOB_BLOCK_EXECUTION_RESULTS_PROPERTY JOB_BLOCK_IS_PARALLEL_PROPERTY JOB_BLOCK_IS_RELATIVE_ABORT_DEADLINE_PROPERTY JOB_BLOCK_IS_RELATIVE_DEADLINE_PROPERTY JOB_BLOCK_JOB_TEXT_PROPERTY JOB_BLOCK_NAME_PROPERTY JOB_BLOCK_NEED_SIGN_ON_PERFORM_PROPERTY JOB_BLOCK_PERFORMER_PROPERTY JOB_BLOCK_RELATIVE_ABORT_DEADLINE_TYPE_PROPERTY JOB_BLOCK_RELATIVE_DEADLINE_TYPE_PROPERTY JOB_BLOCK_SUBJECT_PROPERTY ENGLISH_LANGUAGE_CODE RUSSIAN_LANGUAGE_CODE smHidden smMaximized smMinimized smNormal wmNo wmYes COMPONENT_TOKEN_LINK_KIND DOCUMENT_LINK_KIND EDOCUMENT_LINK_KIND FOLDER_LINK_KIND JOB_LINK_KIND REFERENCE_LINK_KIND TASK_LINK_KIND COMPONENT_TOKEN_LOCK_TYPE EDOCUMENT_VERSION_LOCK_TYPE MONITOR_BLOCK_AFTER_FINISH_EVENT MONITOR_BLOCK_BEFORE_START_EVENT MONITOR_BLOCK_DEADLINE_PROPERTY MONITOR_BLOCK_INTERVAL_PROPERTY MONITOR_BLOCK_INTERVAL_TYPE_PROPERTY MONITOR_BLOCK_IS_RELATIVE_DEADLINE_PROPERTY MONITOR_BLOCK_NAME_PROPERTY MONITOR_BLOCK_RELATIVE_DEADLINE_TYPE_PROPERTY MONITOR_BLOCK_SEARCH_SCRIPT_PROPERTY NOTICE_BLOCK_AFTER_FINISH_EVENT NOTICE_BLOCK_ATTACHMENT_PROPERTY NOTICE_BLOCK_ATTACHMENTS_RIGHTS_GROUP_PROPERTY NOTICE_BLOCK_ATTACHMENTS_RIGHTS_TYPE_PROPERTY NOTICE_BLOCK_BEFORE_START_EVENT NOTICE_BLOCK_CREATED_NOTICES_PROPERTY NOTICE_BLOCK_DEADLINE_PROPERTY NOTICE_BLOCK_IS_RELATIVE_DEADLINE_PROPERTY NOTICE_BLOCK_NAME_PROPERTY NOTICE_BLOCK_NOTICE_TEXT_PROPERTY NOTICE_BLOCK_PERFORMER_PROPERTY NOTICE_BLOCK_RELATIVE_DEADLINE_TYPE_PROPERTY NOTICE_BLOCK_SUBJECT_PROPERTY dseAfterCancel dseAfterClose dseAfterDelete dseAfterDeleteOutOfTransaction dseAfterInsert dseAfterOpen dseAfterScroll dseAfterUpdate dseAfterUpdateOutOfTransaction dseBeforeCancel dseBeforeClose dseBeforeDelete dseBeforeDetailUpdate dseBeforeInsert dseBeforeOpen dseBeforeUpdate dseOnAnyRequisiteChange dseOnCloseRecord dseOnDeleteError dseOnOpenRecord dseOnPrepareUpdate dseOnUpdateError dseOnUpdateRatifiedRecord dseOnValidDelete dseOnValidUpdate reOnChange reOnChangeValues SELECTION_BEGIN_ROUTE_EVENT SELECTION_END_ROUTE_EVENT CURRENT_PERIOD_IS_REQUIRED PREVIOUS_CARD_TYPE_NAME SHOW_RECORD_PROPERTIES_FORM ACCESS_RIGHTS_SETTING_DIALOG_CODE ADMINISTRATOR_USER_CODE ANALYTIC_REPORT_TYPE asrtHideLocal asrtHideRemote CALCULATED_ROLE_TYPE_CODE COMPONENTS_REFERENCE_DEVELOPER_VIEW_CODE DCTS_TEST_PROTOCOLS_FOLDER_PATH E_EDOC_VERSION_ALREADY_APPROVINGLY_SIGNED E_EDOC_VERSION_ALREADY_APPROVINGLY_SIGNED_BY_USER 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deactivate declare declare_constvalue declare_dimensions declare_fundamental_dimensions declare_fundamental_units declare_qty declare_translated declare_unit_conversion declare_units declare_weights decsym defcon define define_alt_display define_variable defint defmatch defrule defstruct deftaylor degree_sequence del delete deleten delta demo demoivre denom depends derivdegree derivlist describe desolve determinant dfloat dgauss_a dgauss_b dgeev dgemm dgeqrf dgesv dgesvd diag diagmatrix diag_matrix diagmatrixp diameter diff digitcharp dimacs_export dimacs_import dimension dimensionless dimensions dimensions_as_list direct directory discrete_freq disjoin disjointp disolate disp dispcon dispform dispfun dispJordan display disprule dispterms distrib divide divisors divsum dkummer_m dkummer_u dlange dodecahedron_graph dotproduct dotsimp dpart draw draw2d draw3d drawdf draw_file draw_graph dscalar echelon edge_coloring edge_connectivity edges eigens_by_jacobi eigenvalues eigenvectors eighth einstein eivals eivects elapsed_real_time elapsed_run_time ele2comp ele2polynome ele2pui elem elementp elevation_grid elim elim_allbut eliminate eliminate_using ellipse elliptic_e elliptic_ec elliptic_eu elliptic_f elliptic_kc elliptic_pi ematrix empty_graph emptyp endcons entermatrix entertensor entier equal equalp equiv_classes erf erfc erf_generalized erfi errcatch error errormsg errors euler ev eval_string evenp every evolution evolution2d evundiff example exp expand expandwrt expandwrt_factored expint expintegral_chi expintegral_ci expintegral_e expintegral_e1 expintegral_ei expintegral_e_simplify expintegral_li expintegral_shi expintegral_si explicit explose exponentialize express expt exsec extdiff extract_linear_equations extremal_subset ezgcd %f f90 facsum factcomb factor factorfacsum factorial factorout factorsum facts fast_central_elements fast_linsolve fasttimes featurep fernfale fft fib fibtophi fifth filename_merge file_search file_type fillarray findde find_root find_root_abs find_root_error find_root_rel first fix flatten flength float floatnump floor flower_snark flush flush1deriv flushd flushnd flush_output fmin_cobyla forget fortran fourcos fourexpand fourier fourier_elim fourint fourintcos fourintsin foursimp foursin fourth fposition frame_bracket freeof freshline fresnel_c fresnel_s from_adjacency_matrix frucht_graph full_listify fullmap fullmapl fullratsimp fullratsubst fullsetify funcsolve fundamental_dimensions fundamental_units fundef funmake funp fv g0 g1 gamma gamma_greek gamma_incomplete gamma_incomplete_generalized gamma_incomplete_regularized gauss gauss_a gauss_b gaussprob gcd gcdex gcdivide gcfac gcfactor gd generalized_lambert_w genfact gen_laguerre genmatrix gensym geo_amortization geo_annuity_fv geo_annuity_pv geomap geometric geometric_mean geosum get getcurrentdirectory get_edge_weight getenv get_lu_factors get_output_stream_string get_pixel get_plot_option get_tex_environment get_tex_environment_default get_vertex_label gfactor gfactorsum ggf girth global_variances gn gnuplot_close gnuplot_replot gnuplot_reset gnuplot_restart gnuplot_start go Gosper GosperSum gr2d gr3d gradef gramschmidt graph6_decode graph6_encode graph6_export graph6_import graph_center graph_charpoly graph_eigenvalues graph_flow graph_order graph_periphery graph_product graph_size graph_union great_rhombicosidodecahedron_graph great_rhombicuboctahedron_graph grid_graph grind grobner_basis grotzch_graph hamilton_cycle hamilton_path hankel hankel_1 hankel_2 harmonic harmonic_mean hav heawood_graph hermite hessian hgfred hilbertmap hilbert_matrix hipow histogram histogram_description hodge horner hypergeometric i0 i1 %ibes ic1 ic2 ic_convert ichr1 ichr2 icosahedron_graph icosidodecahedron_graph icurvature ident identfor identity idiff idim idummy ieqn %if ifactors iframes ifs igcdex igeodesic_coords ilt image imagpart imetric implicit implicit_derivative implicit_plot indexed_tensor indices induced_subgraph inferencep inference_result infix info_display init_atensor init_ctensor in_neighbors innerproduct inpart inprod inrt integerp integer_partitions integrate intersect intersection intervalp intopois intosum invariant1 invariant2 inverse_fft inverse_jacobi_cd inverse_jacobi_cn inverse_jacobi_cs inverse_jacobi_dc inverse_jacobi_dn inverse_jacobi_ds inverse_jacobi_nc inverse_jacobi_nd inverse_jacobi_ns inverse_jacobi_sc inverse_jacobi_sd inverse_jacobi_sn invert invert_by_adjoint invert_by_lu inv_mod irr is is_biconnected is_bipartite is_connected is_digraph is_edge_in_graph is_graph is_graph_or_digraph ishow is_isomorphic isolate isomorphism is_planar isqrt isreal_p is_sconnected is_tree is_vertex_in_graph items_inference %j j0 j1 jacobi jacobian jacobi_cd jacobi_cn jacobi_cs jacobi_dc jacobi_dn jacobi_ds jacobi_nc jacobi_nd jacobi_ns jacobi_p jacobi_sc jacobi_sd jacobi_sn JF jn join jordan julia julia_set julia_sin %k kdels kdelta kill killcontext kostka kron_delta kronecker_product kummer_m kummer_u kurtosis kurtosis_bernoulli kurtosis_beta kurtosis_binomial kurtosis_chi2 kurtosis_continuous_uniform kurtosis_discrete_uniform kurtosis_exp kurtosis_f kurtosis_gamma kurtosis_general_finite_discrete kurtosis_geometric kurtosis_gumbel kurtosis_hypergeometric kurtosis_laplace kurtosis_logistic kurtosis_lognormal kurtosis_negative_binomial kurtosis_noncentral_chi2 kurtosis_noncentral_student_t kurtosis_normal kurtosis_pareto kurtosis_poisson kurtosis_rayleigh kurtosis_student_t kurtosis_weibull label labels lagrange laguerre lambda lambert_w laplace laplacian_matrix last lbfgs lc2kdt lcharp lc_l lcm lc_u ldefint ldisp ldisplay legendre_p legendre_q leinstein length let letrules letsimp levi_civita lfreeof lgtreillis lhs li liediff limit Lindstedt linear linearinterpol linear_program linear_regression line_graph linsolve listarray list_correlations listify list_matrix_entries list_nc_monomials listoftens listofvars listp lmax lmin load loadfile local locate_matrix_entry log logcontract log_gamma lopow lorentz_gauge lowercasep lpart lratsubst lreduce lriemann lsquares_estimates lsquares_estimates_approximate lsquares_estimates_exact lsquares_mse lsquares_residual_mse lsquares_residuals lsum ltreillis lu_backsub lucas lu_factor %m macroexpand macroexpand1 make_array makebox makefact makegamma make_graph make_level_picture makelist makeOrders make_poly_continent make_poly_country make_polygon make_random_state make_rgb_picture makeset make_string_input_stream make_string_output_stream make_transform mandelbrot mandelbrot_set map mapatom maplist matchdeclare matchfix mat_cond mat_fullunblocker mat_function mathml_display mat_norm matrix matrixmap matrixp matrix_size mattrace mat_trace mat_unblocker max max_clique max_degree max_flow maximize_lp max_independent_set max_matching maybe md5sum mean mean_bernoulli mean_beta mean_binomial mean_chi2 mean_continuous_uniform mean_deviation mean_discrete_uniform mean_exp mean_f mean_gamma mean_general_finite_discrete mean_geometric mean_gumbel mean_hypergeometric mean_laplace mean_logistic mean_lognormal mean_negative_binomial mean_noncentral_chi2 mean_noncentral_student_t mean_normal mean_pareto mean_poisson mean_rayleigh mean_student_t mean_weibull median median_deviation member mesh metricexpandall mgf1_sha1 min min_degree min_edge_cut minfactorial minimalPoly minimize_lp minimum_spanning_tree minor minpack_lsquares minpack_solve min_vertex_cover min_vertex_cut mkdir mnewton mod mode_declare mode_identity ModeMatrix moebius mon2schur mono monomial_dimensions multibernstein_poly multi_display_for_texinfo multi_elem multinomial multinomial_coeff multi_orbit multiplot_mode multi_pui multsym multthru mycielski_graph nary natural_unit nc_degree ncexpt ncharpoly negative_picture neighbors new newcontext newdet new_graph newline newton new_variable next_prime nicedummies niceindices ninth nofix nonarray noncentral_moment nonmetricity nonnegintegerp nonscalarp nonzeroandfreeof notequal nounify nptetrad npv nroots nterms ntermst nthroot nullity nullspace num numbered_boundaries numberp number_to_octets num_distinct_partitions numerval numfactor num_partitions nusum nzeta nzetai nzetar octets_to_number octets_to_oid odd_girth oddp ode2 ode_check odelin oid_to_octets op opena opena_binary openr openr_binary openw openw_binary operatorp opsubst optimize %or orbit orbits ordergreat ordergreatp orderless orderlessp orthogonal_complement orthopoly_recur orthopoly_weight outermap out_neighbors outofpois pade parabolic_cylinder_d parametric parametric_surface parg parGosper parse_string parse_timedate part part2cont partfrac partition partition_set partpol path_digraph path_graph pathname_directory pathname_name pathname_type pdf_bernoulli pdf_beta pdf_binomial pdf_cauchy pdf_chi2 pdf_continuous_uniform pdf_discrete_uniform pdf_exp pdf_f pdf_gamma pdf_general_finite_discrete pdf_geometric pdf_gumbel pdf_hypergeometric pdf_laplace pdf_logistic pdf_lognormal pdf_negative_binomial pdf_noncentral_chi2 pdf_noncentral_student_t pdf_normal pdf_pareto pdf_poisson pdf_rank_sum pdf_rayleigh pdf_signed_rank pdf_student_t pdf_weibull pearson_skewness permanent permut permutation permutations petersen_graph petrov pickapart picture_equalp picturep piechart piechart_description planar_embedding playback plog plot2d plot3d plotdf ploteq plsquares pochhammer points poisdiff poisexpt poisint poismap poisplus poissimp poissubst poistimes poistrim polar polarform polartorect polar_to_xy poly_add poly_buchberger poly_buchberger_criterion poly_colon_ideal poly_content polydecomp poly_depends_p poly_elimination_ideal poly_exact_divide poly_expand poly_expt poly_gcd polygon poly_grobner poly_grobner_equal poly_grobner_member poly_grobner_subsetp poly_ideal_intersection poly_ideal_polysaturation poly_ideal_polysaturation1 poly_ideal_saturation poly_ideal_saturation1 poly_lcm poly_minimization polymod poly_multiply polynome2ele polynomialp poly_normal_form poly_normalize poly_normalize_list poly_polysaturation_extension poly_primitive_part poly_pseudo_divide poly_reduced_grobner poly_reduction poly_saturation_extension poly_s_polynomial poly_subtract polytocompanion pop postfix potential power_mod powerseries powerset prefix prev_prime primep primes principal_components print printf printfile print_graph printpois printprops prodrac product properties propvars psi psubst ptriangularize pui pui2comp pui2ele pui2polynome pui_direct puireduc push put pv qput qrange qty quad_control quad_qag quad_qagi quad_qagp quad_qags quad_qawc quad_qawf quad_qawo quad_qaws quadrilateral quantile quantile_bernoulli quantile_beta quantile_binomial quantile_cauchy quantile_chi2 quantile_continuous_uniform quantile_discrete_uniform quantile_exp quantile_f quantile_gamma quantile_general_finite_discrete quantile_geometric quantile_gumbel quantile_hypergeometric quantile_laplace quantile_logistic quantile_lognormal quantile_negative_binomial quantile_noncentral_chi2 quantile_noncentral_student_t quantile_normal quantile_pareto quantile_poisson quantile_rayleigh quantile_student_t quantile_weibull quartile_skewness quit qunit quotient racah_v racah_w radcan radius random random_bernoulli random_beta random_binomial random_bipartite_graph random_cauchy random_chi2 random_continuous_uniform random_digraph random_discrete_uniform random_exp random_f random_gamma random_general_finite_discrete random_geometric random_graph random_graph1 random_gumbel random_hypergeometric random_laplace random_logistic random_lognormal random_negative_binomial random_network random_noncentral_chi2 random_noncentral_student_t random_normal random_pareto random_permutation random_poisson random_rayleigh random_regular_graph random_student_t random_tournament random_tree random_weibull range rank rat ratcoef ratdenom ratdiff ratdisrep ratexpand ratinterpol rational rationalize ratnumer ratnump ratp ratsimp ratsubst ratvars ratweight read read_array read_binary_array read_binary_list read_binary_matrix readbyte readchar read_hashed_array readline read_list read_matrix read_nested_list readonly read_xpm real_imagpart_to_conjugate realpart realroots rearray rectangle rectform rectform_log_if_constant recttopolar rediff reduce_consts reduce_order region region_boundaries region_boundaries_plus rem remainder remarray rembox remcomps remcon remcoord remfun remfunction remlet remove remove_constvalue remove_dimensions remove_edge remove_fundamental_dimensions remove_fundamental_units remove_plot_option remove_vertex rempart remrule remsym remvalue rename rename_file reset reset_displays residue resolvante resolvante_alternee1 resolvante_bipartite resolvante_diedrale resolvante_klein resolvante_klein3 resolvante_produit_sym resolvante_unitaire resolvante_vierer rest resultant return reveal reverse revert revert2 rgb2level rhs ricci riemann rinvariant risch rk rmdir rncombine romberg room rootscontract round row rowop rowswap rreduce run_testsuite %s save saving scalarp scaled_bessel_i scaled_bessel_i0 scaled_bessel_i1 scalefactors scanmap scatterplot scatterplot_description scene schur2comp sconcat scopy scsimp scurvature sdowncase sec sech second sequal sequalignore set_alt_display setdifference set_draw_defaults set_edge_weight setelmx setequalp setify setp set_partitions set_plot_option set_prompt set_random_state set_tex_environment set_tex_environment_default setunits setup_autoload set_up_dot_simplifications set_vertex_label seventh sexplode sf sha1sum sha256sum shortest_path shortest_weighted_path show showcomps showratvars sierpinskiale sierpinskimap sign signum similaritytransform simp_inequality simplify_sum simplode simpmetderiv simtran sin sinh sinsert sinvertcase sixth skewness skewness_bernoulli skewness_beta skewness_binomial skewness_chi2 skewness_continuous_uniform skewness_discrete_uniform skewness_exp skewness_f skewness_gamma skewness_general_finite_discrete skewness_geometric skewness_gumbel skewness_hypergeometric skewness_laplace skewness_logistic skewness_lognormal skewness_negative_binomial skewness_noncentral_chi2 skewness_noncentral_student_t skewness_normal skewness_pareto skewness_poisson skewness_rayleigh skewness_student_t skewness_weibull slength smake small_rhombicosidodecahedron_graph small_rhombicuboctahedron_graph smax smin smismatch snowmap snub_cube_graph snub_dodecahedron_graph solve solve_rec solve_rec_rat some somrac sort sparse6_decode sparse6_encode sparse6_export sparse6_import specint spherical spherical_bessel_j spherical_bessel_y spherical_hankel1 spherical_hankel2 spherical_harmonic spherical_to_xyz splice split sposition sprint sqfr sqrt sqrtdenest sremove sremovefirst sreverse ssearch ssort sstatus ssubst ssubstfirst staircase standardize standardize_inverse_trig starplot starplot_description status std std1 std_bernoulli std_beta std_binomial std_chi2 std_continuous_uniform std_discrete_uniform std_exp std_f std_gamma std_general_finite_discrete std_geometric std_gumbel std_hypergeometric std_laplace std_logistic std_lognormal std_negative_binomial std_noncentral_chi2 std_noncentral_student_t std_normal std_pareto std_poisson std_rayleigh std_student_t std_weibull stemplot stirling stirling1 stirling2 strim striml strimr string stringout stringp strong_components struve_h struve_l sublis sublist sublist_indices submatrix subsample subset subsetp subst substinpart subst_parallel substpart substring subvar subvarp sum sumcontract summand_to_rec supcase supcontext symbolp symmdifference symmetricp system take_channel take_inference tan tanh taylor taylorinfo taylorp taylor_simplifier taytorat tcl_output tcontract tellrat tellsimp tellsimpafter tentex tenth test_mean test_means_difference test_normality test_proportion test_proportions_difference test_rank_sum test_sign test_signed_rank test_variance test_variance_ratio tex tex1 tex_display texput %th third throw time timedate timer timer_info tldefint tlimit todd_coxeter toeplitz tokens to_lisp topological_sort to_poly to_poly_solve totaldisrep totalfourier totient tpartpol trace tracematrix trace_options transform_sample translate translate_file transpose treefale tree_reduce treillis treinat triangle triangularize trigexpand trigrat trigreduce trigsimp trunc truncate truncated_cube_graph truncated_dodecahedron_graph truncated_icosahedron_graph truncated_tetrahedron_graph tr_warnings_get tube tutte_graph ueivects uforget ultraspherical underlying_graph undiff union unique uniteigenvectors unitp units unit_step unitvector unorder unsum untellrat untimer untrace uppercasep uricci uriemann uvect vandermonde_matrix var var1 var_bernoulli var_beta var_binomial var_chi2 var_continuous_uniform var_discrete_uniform var_exp var_f var_gamma var_general_finite_discrete var_geometric var_gumbel var_hypergeometric var_laplace var_logistic var_lognormal var_negative_binomial var_noncentral_chi2 var_noncentral_student_t var_normal var_pareto var_poisson var_rayleigh var_student_t var_weibull vector vectorpotential vectorsimp verbify vers vertex_coloring vertex_connectivity vertex_degree vertex_distance vertex_eccentricity vertex_in_degree vertex_out_degree vertices vertices_to_cycle vertices_to_path %w weyl wheel_graph wiener_index wigner_3j wigner_6j wigner_9j with_stdout write_binary_data writebyte write_data writefile wronskian xreduce xthru %y Zeilberger zeroequiv zerofor zeromatrix zeromatrixp zeta zgeev zheev zlange zn_add_table zn_carmichael_lambda zn_characteristic_factors zn_determinant zn_factor_generators zn_invert_by_lu zn_log zn_mult_table absboxchar activecontexts adapt_depth additive adim aform algebraic algepsilon algexact aliases allbut all_dotsimp_denoms allocation allsym alphabetic animation antisymmetric arrays askexp assume_pos assume_pos_pred assumescalar asymbol atomgrad atrig1 axes axis_3d axis_bottom axis_left axis_right axis_top azimuth background background_color backsubst berlefact bernstein_explicit besselexpand 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erf_representation errormsg error_size error_syms error_type %e_to_numlog eval even evenfun evflag evfun ev_point expandwrt_denom expintexpand expintrep expon expop exptdispflag exptisolate exptsubst facexpand facsum_combine factlim factorflag factorial_expand factors_only fb feature features file_name file_output_append file_search_demo file_search_lisp file_search_maxima|10 file_search_tests file_search_usage file_type_lisp file_type_maxima|10 fill_color fill_density filled_func fixed_vertices flipflag float2bf font font_size fortindent fortspaces fpprec fpprintprec functions gamma_expand gammalim gdet genindex gensumnum GGFCFMAX GGFINFINITY globalsolve gnuplot_command gnuplot_curve_styles gnuplot_curve_titles gnuplot_default_term_command gnuplot_dumb_term_command gnuplot_file_args gnuplot_file_name gnuplot_out_file gnuplot_pdf_term_command gnuplot_pm3d gnuplot_png_term_command gnuplot_postamble gnuplot_preamble gnuplot_ps_term_command gnuplot_svg_term_command gnuplot_term gnuplot_view_args Gosper_in_Zeilberger gradefs grid grid2d grind halfangles head_angle head_both head_length head_type height hypergeometric_representation %iargs ibase icc1 icc2 icounter idummyx ieqnprint ifb ifc1 ifc2 ifg ifgi ifr iframe_bracket_form ifri igeowedge_flag ikt1 ikt2 imaginary inchar increasing infeval infinity inflag infolists inm inmc1 inmc2 intanalysis integer integervalued integrate_use_rootsof integration_constant integration_constant_counter interpolate_color intfaclim ip_grid ip_grid_in irrational isolate_wrt_times iterations itr julia_parameter %k1 %k2 keepfloat key key_pos kinvariant kt label label_alignment label_orientation labels lassociative lbfgs_ncorrections lbfgs_nfeval_max leftjust legend letrat let_rule_packages lfg lg lhospitallim limsubst linear linear_solver linechar linel|10 linenum line_type linewidth line_width linsolve_params linsolvewarn lispdisp listarith listconstvars listdummyvars lmxchar load_pathname loadprint logabs logarc logcb 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+	 */
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diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/highlight/monokai.css b/src/.quarto/_freeze/site_libs/revealjs/plugin/highlight/monokai.css
new file mode 100644
index 0000000000000000000000000000000000000000..af24834a99e79b9394aec92d0ae6e1de54162b85
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/highlight/monokai.css
@@ -0,0 +1,71 @@
+/*
+Monokai style - ported by Luigi Maselli - http://grigio.org
+*/
+
+.hljs {
+  display: block;
+  overflow-x: auto;
+  padding: 0.5em;
+  background: #272822;
+  color: #ddd;
+}
+
+.hljs-tag,
+.hljs-keyword,
+.hljs-selector-tag,
+.hljs-literal,
+.hljs-strong,
+.hljs-name {
+  color: #f92672;
+}
+
+.hljs-code {
+  color: #66d9ef;
+}
+
+.hljs-class .hljs-title {
+  color: white;
+}
+
+.hljs-attribute,
+.hljs-symbol,
+.hljs-regexp,
+.hljs-link {
+  color: #bf79db;
+}
+
+.hljs-string,
+.hljs-bullet,
+.hljs-subst,
+.hljs-title,
+.hljs-section,
+.hljs-emphasis,
+.hljs-type,
+.hljs-built_in,
+.hljs-builtin-name,
+.hljs-selector-attr,
+.hljs-selector-pseudo,
+.hljs-addition,
+.hljs-variable,
+.hljs-template-tag,
+.hljs-template-variable {
+  color: #a6e22e;
+}
+
+.hljs-comment,
+.hljs-quote,
+.hljs-deletion,
+.hljs-meta {
+  color: #75715e;
+}
+
+.hljs-keyword,
+.hljs-selector-tag,
+.hljs-literal,
+.hljs-doctag,
+.hljs-title,
+.hljs-section,
+.hljs-type,
+.hljs-selector-id {
+  font-weight: bold;
+}
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/highlight/plugin.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/highlight/plugin.js
new file mode 100644
index 0000000000000000000000000000000000000000..26a7f93ba598f87f4a675b62acec505f7f6cd686
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/highlight/plugin.js
@@ -0,0 +1,439 @@
+import hljs from 'highlight.js';
+
+/* highlightjs-line-numbers.js 2.8.0 | (C) 2018 Yauheni Pakala | MIT License | github.com/wcoder/highlightjs-line-numbers.js */
+!function(r,o){"use strict";var e,i="hljs-ln",l="hljs-ln-line",h="hljs-ln-code",s="hljs-ln-numbers",c="hljs-ln-n",m="data-line-number",a=/\r\n|\r|\n/g;function u(e){for(var n=e.toString(),t=e.anchorNode;"TD"!==t.nodeName;)t=t.parentNode;for(var r=e.focusNode;"TD"!==r.nodeName;)r=r.parentNode;var o=parseInt(t.dataset.lineNumber),a=parseInt(r.dataset.lineNumber);if(o==a)return n;var i,l=t.textContent,s=r.textContent;for(a<o&&(i=o,o=a,a=i,i=l,l=s,s=i);0!==n.indexOf(l);)l=l.slice(1);for(;-1===n.lastIndexOf(s);)s=s.slice(0,-1);for(var c=l,u=function(e){for(var n=e;"TABLE"!==n.nodeName;)n=n.parentNode;return n}(t),d=o+1;d<a;++d){var f=p('.{0}[{1}="{2}"]',[h,m,d]);c+="\n"+u.querySelector(f).textContent}return c+="\n"+s}function n(e){try{var n=o.querySelectorAll("code.hljs,code.nohighlight");for(var t in n)n.hasOwnProperty(t)&&(n[t].classList.contains("nohljsln")||d(n[t],e))}catch(e){r.console.error("LineNumbers error: ",e)}}function d(e,n){if("object"==typeof e)e.innerHTML=f(e,n)}function f(e,n){var t,r,o=(t=e,{singleLine:function(e){return!!e.singleLine&&e.singleLine}(r=(r=n)||{}),startFrom:function(e,n){var t=1;isFinite(n.startFrom)&&(t=n.startFrom);var r=function(e,n){return e.hasAttribute(n)?e.getAttribute(n):null}(e,"data-ln-start-from");return null!==r&&(t=function(e,n){if(!e)return n;var t=Number(e);return isFinite(t)?t:n}(r,1)),t}(t,r)});return function e(n){var t=n.childNodes;for(var r in t){var o;t.hasOwnProperty(r)&&(o=t[r],0<(o.textContent.trim().match(a)||[]).length&&(0<o.childNodes.length?e(o):v(o.parentNode)))}}(e),function(e,n){var t=g(e);""===t[t.length-1].trim()&&t.pop();if(1<t.length||n.singleLine){for(var r="",o=0,a=t.length;o<a;o++)r+=p('<tr><td class="{0} {1}" {3}="{5}"><div class="{2}" {3}="{5}"></div></td><td class="{0} {4}" {3}="{5}">{6}</td></tr>',[l,s,c,m,h,o+n.startFrom,0<t[o].length?t[o]:" "]);return p('<table class="{0}">{1}</table>',[i,r])}return e}(e.innerHTML,o)}function v(e){var n=e.className;if(/hljs-/.test(n)){for(var t=g(e.innerHTML),r=0,o="";r<t.length;r++){o+=p('<span class="{0}">{1}</span>\n',[n,0<t[r].length?t[r]:" "])}e.innerHTML=o.trim()}}function g(e){return 0===e.length?[]:e.split(a)}function p(e,t){return e.replace(/\{(\d+)\}/g,function(e,n){return void 0!==t[n]?t[n]:e})}hljs?(hljs.initLineNumbersOnLoad=function(e){"interactive"===o.readyState||"complete"===o.readyState?n(e):r.addEventListener("DOMContentLoaded",function(){n(e)})},hljs.lineNumbersBlock=d,hljs.lineNumbersValue=function(e,n){if("string"!=typeof e)return;var t=document.createElement("code");return t.innerHTML=e,f(t,n)},(e=o.createElement("style")).type="text/css",e.innerHTML=p(".{0}{border-collapse:collapse}.{0} td{padding:0}.{1}:before{content:attr({2})}",[i,c,m]),o.getElementsByTagName("head")[0].appendChild(e)):r.console.error("highlight.js not detected!"),document.addEventListener("copy",function(e){var n,t=window.getSelection();!function(e){for(var n=e;n;){if(n.className&&-1!==n.className.indexOf("hljs-ln-code"))return 1;n=n.parentNode}}(t.anchorNode)||(n=-1!==window.navigator.userAgent.indexOf("Edge")?u(t):t.toString(),e.clipboardData.setData("text/plain",n),e.preventDefault())})}(window,document);
+
+
+/*!
+ * reveal.js plugin that adds syntax highlight support.
+ */
+
+const Plugin = {
+
+	id: 'highlight',
+
+	HIGHLIGHT_STEP_DELIMITER: '|',
+	HIGHLIGHT_LINE_DELIMITER: ',',
+	HIGHLIGHT_LINE_RANGE_DELIMITER: '-',
+
+	hljs,
+
+	/**
+	 * Highlights code blocks within the given deck.
+	 *
+	 * Note that this can be called multiple times if
+	 * there are multiple presentations on one page.
+	 *
+	 * @param {Reveal} reveal the reveal.js instance
+	 */
+	init: function( reveal ) {
+
+		// Read the plugin config options and provide fallbacks
+		let config = reveal.getConfig().highlight || {};
+
+		config.highlightOnLoad = typeof config.highlightOnLoad === 'boolean' ? config.highlightOnLoad : true;
+		config.escapeHTML = typeof config.escapeHTML === 'boolean' ? config.escapeHTML : true;
+
+		Array.from( reveal.getRevealElement().querySelectorAll( 'pre code' ) ).forEach( block => {
+
+			block.parentNode.classList.add('code-wrapper');
+
+			// Code can optionally be wrapped in script template to avoid
+			// HTML being parsed by the browser (i.e. when you need to
+			// include <, > or & in your code).
+			let substitute = block.querySelector( 'script[type="text/template"]' );
+			if( substitute ) {
+				// textContent handles the HTML entity escapes for us
+				block.textContent = substitute.innerHTML;
+			}
+
+			// Trim whitespace if the "data-trim" attribute is present
+			if( block.hasAttribute( 'data-trim' ) && typeof block.innerHTML.trim === 'function' ) {
+				block.innerHTML = betterTrim( block );
+			}
+
+			// Escape HTML tags unless the "data-noescape" attrbute is present
+			if( config.escapeHTML && !block.hasAttribute( 'data-noescape' )) {
+				block.innerHTML = block.innerHTML.replace( /</g,"&lt;").replace(/>/g, '&gt;' );
+			}
+
+			// Re-highlight when focus is lost (for contenteditable code)
+			block.addEventListener( 'focusout', function( event ) {
+				hljs.highlightElement( event.currentTarget );
+			}, false );
+
+		} );
+
+		// Triggers a callback function before we trigger highlighting
+		if( typeof config.beforeHighlight === 'function' ) {
+			config.beforeHighlight( hljs );
+		}
+
+		// Run initial highlighting for all code
+		if( config.highlightOnLoad ) {
+			Array.from( reveal.getRevealElement().querySelectorAll( 'pre code' ) ).forEach( block => {
+				Plugin.highlightBlock( block );
+			} );
+		}
+
+		// If we're printing to PDF, scroll the code highlights of
+		// all blocks in the deck into view at once
+		reveal.on( 'pdf-ready', function() {
+			[].slice.call( reveal.getRevealElement().querySelectorAll( 'pre code[data-line-numbers].current-fragment' ) ).forEach( function( block ) {
+				Plugin.scrollHighlightedLineIntoView( block, {}, true );
+			} );
+		} );
+
+	},
+
+	/**
+	 * Highlights a code block. If the <code> node has the
+	 * 'data-line-numbers' attribute we also generate slide
+	 * numbers.
+	 *
+	 * If the block contains multiple line highlight steps,
+	 * we clone the block and create a fragment for each step.
+	 */
+	highlightBlock: function( block ) {
+
+		hljs.highlightElement( block );
+
+		// Don't generate line numbers for empty code blocks
+		if( block.innerHTML.trim().length === 0 ) return;
+
+		if( block.hasAttribute( 'data-line-numbers' ) ) {
+			hljs.lineNumbersBlock( block, { singleLine: true } );
+
+			var scrollState = { currentBlock: block };
+
+			// If there is more than one highlight step, generate
+			// fragments
+			var highlightSteps = Plugin.deserializeHighlightSteps( block.getAttribute( 'data-line-numbers' ) );
+			if( highlightSteps.length > 1 ) {
+
+				// If the original code block has a fragment-index,
+				// each clone should follow in an incremental sequence
+				var fragmentIndex = parseInt( block.getAttribute( 'data-fragment-index' ), 10 );
+
+				if( typeof fragmentIndex !== 'number' || isNaN( fragmentIndex ) ) {
+					fragmentIndex = null;
+				}
+
+				// Generate fragments for all steps except the original block
+				highlightSteps.slice(1).forEach( function( highlight ) {
+
+					var fragmentBlock = block.cloneNode( true );
+					fragmentBlock.setAttribute( 'data-line-numbers', Plugin.serializeHighlightSteps( [ highlight ] ) );
+					fragmentBlock.classList.add( 'fragment' );
+					block.parentNode.appendChild( fragmentBlock );
+					Plugin.highlightLines( fragmentBlock );
+
+					if( typeof fragmentIndex === 'number' ) {
+						fragmentBlock.setAttribute( 'data-fragment-index', fragmentIndex );
+						fragmentIndex += 1;
+					}
+					else {
+						fragmentBlock.removeAttribute( 'data-fragment-index' );
+					}
+
+					// Scroll highlights into view as we step through them
+					fragmentBlock.addEventListener( 'visible', Plugin.scrollHighlightedLineIntoView.bind( Plugin, fragmentBlock, scrollState ) );
+					fragmentBlock.addEventListener( 'hidden', Plugin.scrollHighlightedLineIntoView.bind( Plugin, fragmentBlock.previousElementSibling, scrollState ) );
+
+				} );
+
+				block.removeAttribute( 'data-fragment-index' );
+				block.setAttribute( 'data-line-numbers', Plugin.serializeHighlightSteps( [ highlightSteps[0] ] ) );
+
+			}
+
+			// Scroll the first highlight into view when the slide
+			// becomes visible. Note supported in IE11 since it lacks
+			// support for Element.closest.
+			var slide = typeof block.closest === 'function' ? block.closest( 'section:not(.stack)' ) : null;
+			if( slide ) {
+				var scrollFirstHighlightIntoView = function() {
+					Plugin.scrollHighlightedLineIntoView( block, scrollState, true );
+					slide.removeEventListener( 'visible', scrollFirstHighlightIntoView );
+				}
+				slide.addEventListener( 'visible', scrollFirstHighlightIntoView );
+			}
+
+			Plugin.highlightLines( block );
+
+		}
+
+	},
+
+	/**
+	 * Animates scrolling to the first highlighted line
+	 * in the given code block.
+	 */
+	scrollHighlightedLineIntoView: function( block, scrollState, skipAnimation ) {
+
+		cancelAnimationFrame( scrollState.animationFrameID );
+
+		// Match the scroll position of the currently visible
+		// code block
+		if( scrollState.currentBlock ) {
+			block.scrollTop = scrollState.currentBlock.scrollTop;
+		}
+
+		// Remember the current code block so that we can match
+		// its scroll position when showing/hiding fragments
+		scrollState.currentBlock = block;
+
+		var highlightBounds = this.getHighlightedLineBounds( block )
+		var viewportHeight = block.offsetHeight;
+
+		// Subtract padding from the viewport height
+		var blockStyles = getComputedStyle( block );
+		viewportHeight -= parseInt( blockStyles.paddingTop ) + parseInt( blockStyles.paddingBottom );
+
+		// Scroll position which centers all highlights
+		var startTop = block.scrollTop;
+		var targetTop = highlightBounds.top + ( Math.min( highlightBounds.bottom - highlightBounds.top, viewportHeight ) - viewportHeight ) / 2;
+
+		// Account for offsets in position applied to the
+		// <table> that holds our lines of code
+		var lineTable = block.querySelector( '.hljs-ln' );
+		if( lineTable ) targetTop += lineTable.offsetTop - parseInt( blockStyles.paddingTop );
+
+		// Make sure the scroll target is within bounds
+		targetTop = Math.max( Math.min( targetTop, block.scrollHeight - viewportHeight ), 0 );
+
+		if( skipAnimation === true || startTop === targetTop ) {
+			block.scrollTop = targetTop;
+		}
+		else {
+
+			// Don't attempt to scroll if there is no overflow
+			if( block.scrollHeight <= viewportHeight ) return;
+
+			var time = 0;
+			var animate = function() {
+				time = Math.min( time + 0.02, 1 );
+
+				// Update our eased scroll position
+				block.scrollTop = startTop + ( targetTop - startTop ) * Plugin.easeInOutQuart( time );
+
+				// Keep animating unless we've reached the end
+				if( time < 1 ) {
+					scrollState.animationFrameID = requestAnimationFrame( animate );
+				}
+			};
+
+			animate();
+
+		}
+
+	},
+
+	/**
+	 * The easing function used when scrolling.
+	 */
+	easeInOutQuart: function( t ) {
+
+		// easeInOutQuart
+		return t<.5 ? 8*t*t*t*t : 1-8*(--t)*t*t*t;
+
+	},
+
+	getHighlightedLineBounds: function( block ) {
+
+		var highlightedLines = block.querySelectorAll( '.highlight-line' );
+		if( highlightedLines.length === 0 ) {
+			return { top: 0, bottom: 0 };
+		}
+		else {
+			var firstHighlight = highlightedLines[0];
+			var lastHighlight = highlightedLines[ highlightedLines.length -1 ];
+
+			return {
+				top: firstHighlight.offsetTop,
+				bottom: lastHighlight.offsetTop + lastHighlight.offsetHeight
+			}
+		}
+
+	},
+
+	/**
+	 * Visually emphasize specific lines within a code block.
+	 * This only works on blocks with line numbering turned on.
+	 *
+	 * @param {HTMLElement} block a <code> block
+	 * @param {String} [linesToHighlight] The lines that should be
+	 * highlighted in this format:
+	 * "1" 		= highlights line 1
+	 * "2,5"	= highlights lines 2 & 5
+	 * "2,5-7"	= highlights lines 2, 5, 6 & 7
+	 */
+	highlightLines: function( block, linesToHighlight ) {
+
+		var highlightSteps = Plugin.deserializeHighlightSteps( linesToHighlight || block.getAttribute( 'data-line-numbers' ) );
+
+		if( highlightSteps.length ) {
+
+			highlightSteps[0].forEach( function( highlight ) {
+
+				var elementsToHighlight = [];
+
+				// Highlight a range
+				if( typeof highlight.end === 'number' ) {
+					elementsToHighlight = [].slice.call( block.querySelectorAll( 'table tr:nth-child(n+'+highlight.start+'):nth-child(-n+'+highlight.end+')' ) );
+				}
+				// Highlight a single line
+				else if( typeof highlight.start === 'number' ) {
+					elementsToHighlight = [].slice.call( block.querySelectorAll( 'table tr:nth-child('+highlight.start+')' ) );
+				}
+
+				if( elementsToHighlight.length ) {
+					elementsToHighlight.forEach( function( lineElement ) {
+						lineElement.classList.add( 'highlight-line' );
+					} );
+
+					block.classList.add( 'has-highlights' );
+				}
+
+			} );
+
+		}
+
+	},
+
+	/**
+	 * Parses and formats a user-defined string of line
+	 * numbers to highlight.
+	 *
+	 * @example
+	 * Plugin.deserializeHighlightSteps( '1,2|3,5-10' )
+	 * // [
+	 * //   [ { start: 1 }, { start: 2 } ],
+	 * //   [ { start: 3 }, { start: 5, end: 10 } ]
+	 * // ]
+	 */
+	deserializeHighlightSteps: function( highlightSteps ) {
+
+		// Remove whitespace
+		highlightSteps = highlightSteps.replace( /\s/g, '' );
+
+		// Divide up our line number groups
+		highlightSteps = highlightSteps.split( Plugin.HIGHLIGHT_STEP_DELIMITER );
+
+		return highlightSteps.map( function( highlights ) {
+
+			return highlights.split( Plugin.HIGHLIGHT_LINE_DELIMITER ).map( function( highlight ) {
+
+				// Parse valid line numbers
+				if( /^[\d-]+$/.test( highlight ) ) {
+
+					highlight = highlight.split( Plugin.HIGHLIGHT_LINE_RANGE_DELIMITER );
+
+					var lineStart = parseInt( highlight[0], 10 ),
+						lineEnd = parseInt( highlight[1], 10 );
+
+					if( isNaN( lineEnd ) ) {
+						return {
+							start: lineStart
+						};
+					}
+					else {
+						return {
+							start: lineStart,
+							end: lineEnd
+						};
+					}
+
+				}
+				// If no line numbers are provided, no code will be highlighted
+				else {
+
+					return {};
+
+				}
+
+			} );
+
+		} );
+
+	},
+
+	/**
+	 * Serializes parsed line number data into a string so
+	 * that we can store it in the DOM.
+	 */
+	serializeHighlightSteps: function( highlightSteps ) {
+
+		return highlightSteps.map( function( highlights ) {
+
+			return highlights.map( function( highlight ) {
+
+				// Line range
+				if( typeof highlight.end === 'number' ) {
+					return highlight.start + Plugin.HIGHLIGHT_LINE_RANGE_DELIMITER + highlight.end;
+				}
+				// Single line
+				else if( typeof highlight.start === 'number' ) {
+					return highlight.start;
+				}
+				// All lines
+				else {
+					return '';
+				}
+
+			} ).join( Plugin.HIGHLIGHT_LINE_DELIMITER );
+
+		} ).join( Plugin.HIGHLIGHT_STEP_DELIMITER );
+
+	}
+
+}
+
+// Function to perform a better "data-trim" on code snippets
+// Will slice an indentation amount on each line of the snippet (amount based on the line having the lowest indentation length)
+function betterTrim(snippetEl) {
+	// Helper functions
+	function trimLeft(val) {
+		// Adapted from https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/String/Trim#Polyfill
+		return val.replace(/^[\s\uFEFF\xA0]+/g, '');
+	}
+	function trimLineBreaks(input) {
+		var lines = input.split('\n');
+
+		// Trim line-breaks from the beginning
+		for (var i = 0; i < lines.length; i++) {
+			if (lines[i].trim() === '') {
+				lines.splice(i--, 1);
+			} else break;
+		}
+
+		// Trim line-breaks from the end
+		for (var i = lines.length-1; i >= 0; i--) {
+			if (lines[i].trim() === '') {
+				lines.splice(i, 1);
+			} else break;
+		}
+
+		return lines.join('\n');
+	}
+
+	// Main function for betterTrim()
+	return (function(snippetEl) {
+		var content = trimLineBreaks(snippetEl.innerHTML);
+		var lines = content.split('\n');
+		// Calculate the minimum amount to remove on each line start of the snippet (can be 0)
+		var pad = lines.reduce(function(acc, line) {
+			if (line.length > 0 && trimLeft(line).length > 0 && acc > line.length - trimLeft(line).length) {
+				return line.length - trimLeft(line).length;
+			}
+			return acc;
+		}, Number.POSITIVE_INFINITY);
+		// Slice each line with this amount
+		return lines.map(function(line, index) {
+			return line.slice(pad);
+		})
+		.join('\n');
+	})(snippetEl);
+}
+
+export default () => Plugin;
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/highlight/zenburn.css b/src/.quarto/_freeze/site_libs/revealjs/plugin/highlight/zenburn.css
new file mode 100644
index 0000000000000000000000000000000000000000..07be502016b467a6b0209f71f70d62a224f20da1
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/highlight/zenburn.css
@@ -0,0 +1,80 @@
+/*
+
+Zenburn style from voldmar.ru (c) Vladimir Epifanov <voldmar@voldmar.ru>
+based on dark.css by Ivan Sagalaev
+
+*/
+
+.hljs {
+  display: block;
+  overflow-x: auto;
+  padding: 0.5em;
+  background: #3f3f3f;
+  color: #dcdcdc;
+}
+
+.hljs-keyword,
+.hljs-selector-tag,
+.hljs-tag {
+  color: #e3ceab;
+}
+
+.hljs-template-tag {
+  color: #dcdcdc;
+}
+
+.hljs-number {
+  color: #8cd0d3;
+}
+
+.hljs-variable,
+.hljs-template-variable,
+.hljs-attribute {
+  color: #efdcbc;
+}
+
+.hljs-literal {
+  color: #efefaf;
+}
+
+.hljs-subst {
+  color: #8f8f8f;
+}
+
+.hljs-title,
+.hljs-name,
+.hljs-selector-id,
+.hljs-selector-class,
+.hljs-section,
+.hljs-type {
+  color: #efef8f;
+}
+
+.hljs-symbol,
+.hljs-bullet,
+.hljs-link {
+  color: #dca3a3;
+}
+
+.hljs-deletion,
+.hljs-string,
+.hljs-built_in,
+.hljs-builtin-name {
+  color: #cc9393;
+}
+
+.hljs-addition,
+.hljs-comment,
+.hljs-quote,
+.hljs-meta {
+  color: #7f9f7f;
+}
+
+
+.hljs-emphasis {
+  font-style: italic;
+}
+
+.hljs-strong {
+  font-weight: bold;
+}
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/markdown/markdown.esm.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/markdown/markdown.esm.js
new file mode 100644
index 0000000000000000000000000000000000000000..174e1239e5eba6599045186cb28ac8a94d987d0f
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/markdown/markdown.esm.js
@@ -0,0 +1,7 @@
+function e(){return{async:!1,baseUrl:null,breaks:!1,extensions:null,gfm:!0,headerIds:!0,headerPrefix:"",highlight:null,hooks:null,langPrefix:"language-",mangle:!0,pedantic:!1,renderer:null,sanitize:!1,sanitizer:null,silent:!1,smartypants:!1,tokenizer:null,walkTokens:null,xhtml:!1}}let t={async:!1,baseUrl:null,breaks:!1,extensions:null,gfm:!0,headerIds:!0,headerPrefix:"",highlight:null,hooks:null,langPrefix:"language-",mangle:!0,pedantic:!1,renderer:null,sanitize:!1,sanitizer:null,silent:!1,smartypants:!1,tokenizer:null,walkTokens:null,xhtml:!1};const n=/[&<>"']/,s=new RegExp(n.source,"g"),r=/[<>"']|&(?!(#\d{1,7}|#[Xx][a-fA-F0-9]{1,6}|\w+);)/,i=new RegExp(r.source,"g"),l={"&":"&amp;","<":"&lt;",">":"&gt;",'"':"&quot;","'":"&#39;"},o=e=>l[e];function a(e,t){if(t){if(n.test(e))return e.replace(s,o)}else if(r.test(e))return e.replace(i,o);return e}const c=/&(#(?:\d+)|(?:#x[0-9A-Fa-f]+)|(?:\w+));?/gi;function h(e){return 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T={escape:/^\\([!"#$%&'()*+,\-./:;<=>?@\[\]\\^_`{|}~])/,autolink:/^<(scheme:[^\s\x00-\x1f<>]*|email)>/,url:w,tag:"^comment|^</[a-zA-Z][\\w:-]*\\s*>|^<[a-zA-Z][\\w-]*(?:attribute)*?\\s*/?>|^<\\?[\\s\\S]*?\\?>|^<![a-zA-Z]+\\s[\\s\\S]*?>|^<!\\[CDATA\\[[\\s\\S]*?\\]\\]>",link:/^!?\[(label)\]\(\s*(href)(?:\s+(title))?\s*\)/,reflink:/^!?\[(label)\]\[(ref)\]/,nolink:/^!?\[(ref)\](?:\[\])?/,reflinkSearch:"reflink|nolink(?!\\()",emStrong:{lDelim:/^(?:\*+(?:([punct_])|[^\s*]))|^_+(?:([punct*])|([^\s_]))/,rDelimAst:/^(?:[^_*\\]|\\.)*?\_\_(?:[^_*\\]|\\.)*?\*(?:[^_*\\]|\\.)*?(?=\_\_)|(?:[^*\\]|\\.)+(?=[^*])|[punct_](\*+)(?=[\s]|$)|(?:[^punct*_\s\\]|\\.)(\*+)(?=[punct_\s]|$)|[punct_\s](\*+)(?=[^punct*_\s])|[\s](\*+)(?=[punct_])|[punct_](\*+)(?=[punct_])|(?:[^punct*_\s\\]|\\.)(\*+)(?=[^punct*_\s])/,rDelimUnd:/^(?:[^_*\\]|\\.)*?\*\*(?:[^_*\\]|\\.)*?\_(?:[^_*\\]|\\.)*?(?=\*\*)|(?:[^_\\]|\\.)+(?=[^_])|[punct*](\_+)(?=[\s]|$)|(?:[^punct*_\s\\]|\\.)(\_+)(?=[punct*\s]|$)|[punct*\s](\_+)(?=[^punct*_\s])|[\s](\_+)(?=[punct*])|[punct*](\_+)(?=[punct*])/},code:/^(`+)([^`]|[^`][\s\S]*?[^`])\1(?!`)/,br:/^( {2,}|\\)\n(?!\s*$)/,del:w,text:/^(`+|[^`])(?:(?= {2,}\n)|[\s\S]*?(?:(?=[\\<!\[`*_]|\b_|$)|[^ ](?= {2,}\n)))/,punctuation:/^([\spunctuation])/};function A(e){return e.replace(/---/g,"—").replace(/--/g,"–").replace(/(^|[-\u2014/(\[{"\s])'/g,"$1‘").replace(/'/g,"’").replace(/(^|[-\u2014/(\[{\u2018\s])"/g,"$1“").replace(/"/g,"”").replace(/\.{3}/g,"…")}function E(e){let t,n,s="";const r=e.length;for(t=0;t<r;t++)n=e.charCodeAt(t),Math.random()>.5&&(n="x"+n.toString(16)),s+="&#"+n+";";return s}T._punctuation="!\"#$%&'()+\\-.,/:;<=>?@\\[\\]`^{|}~",T.punctuation=u(T.punctuation).replace(/punctuation/g,T._punctuation).getRegex(),T.blockSkip=/\[[^\]]*?\]\([^\)]*?\)|`[^`]*?`|<[^>]*?>/g,T.escapedEmSt=/(?:^|[^\\])(?:\\\\)*\\[*_]/g,T._comment=u(R._comment).replace("(?:--\x3e|$)","--\x3e").getRegex(),T.emStrong.lDelim=u(T.emStrong.lDelim).replace(/punct/g,T._punctuation).getRegex(),T.emStrong.rDelimAst=u(T.emStrong.rDelimAst,"g").replace(/punct/g,T._punctuation).getRegex(),T.emStrong.rDelimUnd=u(T.emStrong.rDelimUnd,"g").replace(/punct/g,T._punctuation).getRegex(),T._escapes=/\\([!"#$%&'()*+,\-./:;<=>?@\[\]\\^_`{|}~])/g,T._scheme=/[a-zA-Z][a-zA-Z0-9+.-]{1,31}/,T._email=/[a-zA-Z0-9.!#$%&'*+/=?^_`{|}~-]+(@)[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?(?:\.[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?)+(?![-_])/,T.autolink=u(T.autolink).replace("scheme",T._scheme).replace("email",T._email).getRegex(),T._attribute=/\s+[a-zA-Z:_][\w.:-]*(?:\s*=\s*"[^"]*"|\s*=\s*'[^']*'|\s*=\s*[^\s"'=<>`]+)?/,T.tag=u(T.tag).replace("comment",T._comment).replace("attribute",T._attribute).getRegex(),T._label=/(?:\[(?:\\.|[^\[\]\\])*\]|\\.|`[^`]*`|[^\[\]\\`])*?/,T._href=/<(?:\\.|[^\n<>\\])+>|[^\s\x00-\x1f]*/,T._title=/"(?:\\"?|[^"\\])*"|'(?:\\'?|[^'\\])*'|\((?:\\\)?|[^)\\])*\)/,T.link=u(T.link).replace("label",T._label).replace("href",T._href).replace("title",T._title).getRegex(),T.reflink=u(T.reflink).replace("label",T._label).replace("ref",R._label).getRegex(),T.nolink=u(T.nolink).replace("ref",R._label).getRegex(),T.reflinkSearch=u(T.reflinkSearch,"g").replace("reflink",T.reflink).replace("nolink",T.nolink).getRegex(),T.normal={...T},T.pedantic={...T.normal,strong:{start:/^__|\*\*/,middle:/^__(?=\S)([\s\S]*?\S)__(?!_)|^\*\*(?=\S)([\s\S]*?\S)\*\*(?!\*)/,endAst:/\*\*(?!\*)/g,endUnd:/__(?!_)/g},em:{start:/^_|\*/,middle:/^()\*(?=\S)([\s\S]*?\S)\*(?!\*)|^_(?=\S)([\s\S]*?\S)_(?!_)/,endAst:/\*(?!\*)/g,endUnd:/_(?!_)/g},link:u(/^!?\[(label)\]\((.*?)\)/).replace("label",T._label).getRegex(),reflink:u(/^!?\[(label)\]\s*\[([^\]]*)\]/).replace("label",T._label).getRegex()},T.gfm={...T.normal,escape:u(T.escape).replace("])","~|])").getRegex(),_extended_email:/[A-Za-z0-9._+-]+(@)[a-zA-Z0-9-_]+(?:\.[a-zA-Z0-9-_]*[a-zA-Z0-9])+(?![-_])/,url:/^((?:ftp|https?):\/\/|www\.)(?:[a-zA-Z0-9\-]+\.?)+[^\s<]*|^email/,_backpedal:/(?:[^?!.,:;*_'"~()&]+|\([^)]*\)|&(?![a-zA-Z0-9]+;$)|[?!.,:;*_'"~)]+(?!$))+/,del:/^(~~?)(?=[^\s~])([\s\S]*?[^\s~])\1(?=[^~]|$)/,text:/^([`~]+|[^`~])(?:(?= {2,}\n)|(?=[a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-]+@)|[\s\S]*?(?:(?=[\\<!\[`*~_]|\b_|https?:\/\/|ftp:\/\/|www\.|$)|[^ ](?= {2,}\n)|[^a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-](?=[a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-]+@)))/},T.gfm.url=u(T.gfm.url,"i").replace("email",T.gfm._extended_email).getRegex(),T.breaks={...T.gfm,br:u(T.br).replace("{2,}","*").getRegex(),text:u(T.gfm.text).replace("\\b_","\\b_| {2,}\\n").replace(/\{2,\}/g,"*").getRegex()};class v{constructor(e){this.tokens=[],this.tokens.links=Object.create(null),this.options=e||t,this.options.tokenizer=this.options.tokenizer||new S,this.tokenizer=this.options.tokenizer,this.tokenizer.options=this.options,this.tokenizer.lexer=this,this.inlineQueue=[],this.state={inLink:!1,inRawBlock:!1,top:!0};const n={block:R.normal,inline:T.normal};this.options.pedantic?(n.block=R.pedantic,n.inline=T.pedantic):this.options.gfm&&(n.block=R.gfm,this.options.breaks?n.inline=T.breaks:n.inline=T.gfm),this.tokenizer.rules=n}static get rules(){return{block:R,inline:T}}static lex(e,t){return new v(t).lex(e)}static lexInline(e,t){return new v(t).inlineTokens(e)}lex(e){let t;for(e=e.replace(/\r\n|\r/g,"\n"),this.blockTokens(e,this.tokens);t=this.inlineQueue.shift();)this.inlineTokens(t.src,t.tokens);return this.tokens}blockTokens(e,t=[]){let n,s,r,i;for(e=this.options.pedantic?e.replace(/\t/g,"    ").replace(/^ +$/gm,""):e.replace(/^( *)(\t+)/gm,((e,t,n)=>t+"    ".repeat(n.length)));e;)if(!(this.options.extensions&&this.options.extensions.block&&this.options.extensions.block.some((s=>!!(n=s.call({lexer:this},e,t))&&(e=e.substring(n.raw.length),t.push(n),!0)))))if(n=this.tokenizer.space(e))e=e.substring(n.raw.length),1===n.raw.length&&t.length>0?t[t.length-1].raw+="\n":t.push(n);else if(n=this.tokenizer.code(e))e=e.substring(n.raw.length),s=t[t.length-1],!s||"paragraph"!==s.type&&"text"!==s.type?t.push(n):(s.raw+="\n"+n.raw,s.text+="\n"+n.text,this.inlineQueue[this.inlineQueue.length-1].src=s.text);else if(n=this.tokenizer.fences(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.heading(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.hr(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.blockquote(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.list(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.html(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.def(e))e=e.substring(n.raw.length),s=t[t.length-1],!s||"paragraph"!==s.type&&"text"!==s.type?this.tokens.links[n.tag]||(this.tokens.links[n.tag]={href:n.href,title:n.title}):(s.raw+="\n"+n.raw,s.text+="\n"+n.raw,this.inlineQueue[this.inlineQueue.length-1].src=s.text);else if(n=this.tokenizer.table(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.lheading(e))e=e.substring(n.raw.length),t.push(n);else{if(r=e,this.options.extensions&&this.options.extensions.startBlock){let t=1/0;const n=e.slice(1);let s;this.options.extensions.startBlock.forEach((function(e){s=e.call({lexer:this},n),"number"==typeof s&&s>=0&&(t=Math.min(t,s))})),t<1/0&&t>=0&&(r=e.substring(0,t+1))}if(this.state.top&&(n=this.tokenizer.paragraph(r)))s=t[t.length-1],i&&"paragraph"===s.type?(s.raw+="\n"+n.raw,s.text+="\n"+n.text,this.inlineQueue.pop(),this.inlineQueue[this.inlineQueue.length-1].src=s.text):t.push(n),i=r.length!==e.length,e=e.substring(n.raw.length);else if(n=this.tokenizer.text(e))e=e.substring(n.raw.length),s=t[t.length-1],s&&"text"===s.type?(s.raw+="\n"+n.raw,s.text+="\n"+n.text,this.inlineQueue.pop(),this.inlineQueue[this.inlineQueue.length-1].src=s.text):t.push(n);else if(e){const t="Infinite loop on byte: "+e.charCodeAt(0);if(this.options.silent){console.error(t);break}throw new Error(t)}}return this.state.top=!0,t}inline(e,t=[]){return this.inlineQueue.push({src:e,tokens:t}),t}inlineTokens(e,t=[]){let n,s,r,i,l,o,a=e;if(this.tokens.links){const e=Object.keys(this.tokens.links);if(e.length>0)for(;null!=(i=this.tokenizer.rules.inline.reflinkSearch.exec(a));)e.includes(i[0].slice(i[0].lastIndexOf("[")+1,-1))&&(a=a.slice(0,i.index)+"["+$("a",i[0].length-2)+"]"+a.slice(this.tokenizer.rules.inline.reflinkSearch.lastIndex))}for(;null!=(i=this.tokenizer.rules.inline.blockSkip.exec(a));)a=a.slice(0,i.index)+"["+$("a",i[0].length-2)+"]"+a.slice(this.tokenizer.rules.inline.blockSkip.lastIndex);for(;null!=(i=this.tokenizer.rules.inline.escapedEmSt.exec(a));)a=a.slice(0,i.index+i[0].length-2)+"++"+a.slice(this.tokenizer.rules.inline.escapedEmSt.lastIndex),this.tokenizer.rules.inline.escapedEmSt.lastIndex--;for(;e;)if(l||(o=""),l=!1,!(this.options.extensions&&this.options.extensions.inline&&this.options.extensions.inline.some((s=>!!(n=s.call({lexer:this},e,t))&&(e=e.substring(n.raw.length),t.push(n),!0)))))if(n=this.tokenizer.escape(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.tag(e))e=e.substring(n.raw.length),s=t[t.length-1],s&&"text"===n.type&&"text"===s.type?(s.raw+=n.raw,s.text+=n.text):t.push(n);else if(n=this.tokenizer.link(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.reflink(e,this.tokens.links))e=e.substring(n.raw.length),s=t[t.length-1],s&&"text"===n.type&&"text"===s.type?(s.raw+=n.raw,s.text+=n.text):t.push(n);else if(n=this.tokenizer.emStrong(e,a,o))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.codespan(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.br(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.del(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.autolink(e,E))e=e.substring(n.raw.length),t.push(n);else if(this.state.inLink||!(n=this.tokenizer.url(e,E))){if(r=e,this.options.extensions&&this.options.extensions.startInline){let t=1/0;const n=e.slice(1);let s;this.options.extensions.startInline.forEach((function(e){s=e.call({lexer:this},n),"number"==typeof s&&s>=0&&(t=Math.min(t,s))})),t<1/0&&t>=0&&(r=e.substring(0,t+1))}if(n=this.tokenizer.inlineText(r,A))e=e.substring(n.raw.length),"_"!==n.raw.slice(-1)&&(o=n.raw.slice(-1)),l=!0,s=t[t.length-1],s&&"text"===s.type?(s.raw+=n.raw,s.text+=n.text):t.push(n);else if(e){const t="Infinite loop on byte: "+e.charCodeAt(0);if(this.options.silent){console.error(t);break}throw new Error(t)}}else e=e.substring(n.raw.length),t.push(n);return t}}class I{constructor(e){this.options=e||t}code(e,t,n){const s=(t||"").match(/\S*/)[0];if(this.options.highlight){const t=this.options.highlight(e,s);null!=t&&t!==e&&(n=!0,e=t)}return e=e.replace(/\n$/,"")+"\n",s?'<pre><code class="'+this.options.langPrefix+a(s)+'">'+(n?e:a(e,!0))+"</code></pre>\n":"<pre><code>"+(n?e:a(e,!0))+"</code></pre>\n"}blockquote(e){return`<blockquote>\n${e}</blockquote>\n`}html(e){return e}heading(e,t,n,s){if(this.options.headerIds){return`<h${t} id="${this.options.headerPrefix+s.slug(n)}">${e}</h${t}>\n`}return`<h${t}>${e}</h${t}>\n`}hr(){return this.options.xhtml?"<hr/>\n":"<hr>\n"}list(e,t,n){const s=t?"ol":"ul";return"<"+s+(t&&1!==n?' start="'+n+'"':"")+">\n"+e+"</"+s+">\n"}listitem(e){return`<li>${e}</li>\n`}checkbox(e){return"<input "+(e?'checked="" ':"")+'disabled="" type="checkbox"'+(this.options.xhtml?" /":"")+"> "}paragraph(e){return`<p>${e}</p>\n`}table(e,t){return t&&(t=`<tbody>${t}</tbody>`),"<table>\n<thead>\n"+e+"</thead>\n"+t+"</table>\n"}tablerow(e){return`<tr>\n${e}</tr>\n`}tablecell(e,t){const n=t.header?"th":"td";return(t.align?`<${n} align="${t.align}">`:`<${n}>`)+e+`</${n}>\n`}strong(e){return`<strong>${e}</strong>`}em(e){return`<em>${e}</em>`}codespan(e){return`<code>${e}</code>`}br(){return this.options.xhtml?"<br/>":"<br>"}del(e){return`<del>${e}</del>`}link(e,t,n){if(null===(e=f(this.options.sanitize,this.options.baseUrl,e)))return n;let s='<a href="'+e+'"';return t&&(s+=' title="'+t+'"'),s+=">"+n+"</a>",s}image(e,t,n){if(null===(e=f(this.options.sanitize,this.options.baseUrl,e)))return n;let s=`<img src="${e}" alt="${n}"`;return t&&(s+=` title="${t}"`),s+=this.options.xhtml?"/>":">",s}text(e){return e}}class q{strong(e){return e}em(e){return e}codespan(e){return e}del(e){return e}html(e){return e}text(e){return e}link(e,t,n){return""+n}image(e,t,n){return""+n}br(){return""}}class L{constructor(){this.seen={}}serialize(e){return e.toLowerCase().trim().replace(/<[!\/a-z].*?>/gi,"").replace(/[\u2000-\u206F\u2E00-\u2E7F\\'!"#$%&()*+,./:;<=>?@[\]^`{|}~]/g,"").replace(/\s/g,"-")}getNextSafeSlug(e,t){let n=e,s=0;if(this.seen.hasOwnProperty(n)){s=this.seen[e];do{s++,n=e+"-"+s}while(this.seen.hasOwnProperty(n))}return t||(this.seen[e]=s,this.seen[n]=0),n}slug(e,t={}){const n=this.serialize(e);return this.getNextSafeSlug(n,t.dryrun)}}class C{constructor(e){this.options=e||t,this.options.renderer=this.options.renderer||new I,this.renderer=this.options.renderer,this.renderer.options=this.options,this.textRenderer=new q,this.slugger=new L}static parse(e,t){return new C(t).parse(e)}static parseInline(e,t){return new C(t).parseInline(e)}parse(e,t=!0){let n,s,r,i,l,o,a,c,p,u,g,d,f,k,x,m,b,w,_,y="";const $=e.length;for(n=0;n<$;n++)if(u=e[n],this.options.extensions&&this.options.extensions.renderers&&this.options.extensions.renderers[u.type]&&(_=this.options.extensions.renderers[u.type].call({parser:this},u),!1!==_||!["space","hr","heading","code","table","blockquote","list","html","paragraph","text"].includes(u.type)))y+=_||"";else switch(u.type){case"space":continue;case"hr":y+=this.renderer.hr();continue;case"heading":y+=this.renderer.heading(this.parseInline(u.tokens),u.depth,h(this.parseInline(u.tokens,this.textRenderer)),this.slugger);continue;case"code":y+=this.renderer.code(u.text,u.lang,u.escaped);continue;case"table":for(c="",a="",i=u.header.length,s=0;s<i;s++)a+=this.renderer.tablecell(this.parseInline(u.header[s].tokens),{header:!0,align:u.align[s]});for(c+=this.renderer.tablerow(a),p="",i=u.rows.length,s=0;s<i;s++){for(o=u.rows[s],a="",l=o.length,r=0;r<l;r++)a+=this.renderer.tablecell(this.parseInline(o[r].tokens),{header:!1,align:u.align[r]});p+=this.renderer.tablerow(a)}y+=this.renderer.table(c,p);continue;case"blockquote":p=this.parse(u.tokens),y+=this.renderer.blockquote(p);continue;case"list":for(g=u.ordered,d=u.start,f=u.loose,i=u.items.length,p="",s=0;s<i;s++)x=u.items[s],m=x.checked,b=x.task,k="",x.task&&(w=this.renderer.checkbox(m),f?x.tokens.length>0&&"paragraph"===x.tokens[0].type?(x.tokens[0].text=w+" "+x.tokens[0].text,x.tokens[0].tokens&&x.tokens[0].tokens.length>0&&"text"===x.tokens[0].tokens[0].type&&(x.tokens[0].tokens[0].text=w+" "+x.tokens[0].tokens[0].text)):x.tokens.unshift({type:"text",text:w}):k+=w),k+=this.parse(x.tokens,f),p+=this.renderer.listitem(k,b,m);y+=this.renderer.list(p,g,d);continue;case"html":y+=this.renderer.html(u.text);continue;case"paragraph":y+=this.renderer.paragraph(this.parseInline(u.tokens));continue;case"text":for(p=u.tokens?this.parseInline(u.tokens):u.text;n+1<$&&"text"===e[n+1].type;)u=e[++n],p+="\n"+(u.tokens?this.parseInline(u.tokens):u.text);y+=t?this.renderer.paragraph(p):p;continue;default:{const e='Token with "'+u.type+'" type was not found.';if(this.options.silent)return void console.error(e);throw new Error(e)}}return y}parseInline(e,t){t=t||this.renderer;let n,s,r,i="";const 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+/*!
+ * The reveal.js markdown plugin. Handles parsing of
+ * markdown inside of presentations as well as loading
+ * of external markdown documents.
+ */
+const N="__SCRIPT_END__",O=/\[\s*((\d*):)?\s*([\s\d,|-]*)\]/,D={"&":"&amp;","<":"&lt;",">":"&gt;",'"':"&quot;","'":"&#39;"},B=()=>{let e;function t(e){let t=(e.querySelector("[data-template]")||e.querySelector("script")||e).textContent;t=t.replace(new RegExp(N,"g"),"<\/script>");const n=t.match(/^\n?(\s*)/)[1].length,s=t.match(/^\n?(\t*)/)[1].length;return s>0?t=t.replace(new RegExp("\\n?\\t{"+s+"}(.*)","g"),(function(e,t){return"\n"+t})):n>1&&(t=t.replace(new RegExp("\\n? {"+n+"}(.*)","g"),(function(e,t){return"\n"+t}))),t}function n(e){const t=e.attributes,n=[];for(let e=0,s=t.length;e<s;e++){const s=t[e].name,r=t[e].value;/data\-(markdown|separator|vertical|notes)/gi.test(s)||(r?n.push(s+'="'+r+'"'):n.push(s))}return n.join(" ")}function s(t){const n=e?.getConfig?.().markdown;return(t=t||{}).separator=t.separator||n?.separator||"\r?\n---\r?\n",t.verticalSeparator=t.verticalSeparator||n?.verticalSeparator||null,t.notesSeparator=t.notesSeparator||n?.notesSeparator||"^s*notes?:",t.attributes=t.attributes||"",t}function r(e,t){t=s(t);const n=e.split(new RegExp(t.notesSeparator,"mgi"));return 2===n.length&&(e=n[0]+'<aside class="notes">'+M(n[1].trim())+"</aside>"),'<script type="text/template">'+(e=e.replace(/<\/script>/g,N))+"<\/script>"}function i(e,t){t=s(t);const n=new RegExp(t.separator+(t.verticalSeparator?"|"+t.verticalSeparator:""),"mg"),i=new RegExp(t.separator);let l,o,a,c=0,h=!0,p=[];for(;l=n.exec(e);)o=i.test(l[0]),!o&&h&&p.push([]),a=e.substring(c,l.index),o&&h?p.push(a):p[p.length-1].push(a),c=n.lastIndex,h=o;(h?p:p[p.length-1]).push(e.substring(c));let u="";for(let e=0,n=p.length;e<n;e++)p[e]instanceof Array?(u+="<section "+t.attributes+">",p[e].forEach((function(e){u+="<section data-markdown>"+r(e,t)+"</section>"})),u+="</section>"):u+="<section "+t.attributes+" data-markdown>"+r(p[e],t)+"</section>";return u}function l(e){return new Promise((function(s){const r=[];[].slice.call(e.querySelectorAll("section[data-markdown]:not([data-markdown-parsed])")).forEach((function(e,s){e.getAttribute("data-markdown").length?r.push(function(e){return new Promise((function(t,n){const s=new XMLHttpRequest,r=e.getAttribute("data-markdown"),i=e.getAttribute("data-charset");null!==i&&""!==i&&s.overrideMimeType("text/html; charset="+i),s.onreadystatechange=function(e,s){4===s.readyState&&(s.status>=200&&s.status<300||0===s.status?t(s,r):n(s,r))}.bind(this,e,s),s.open("GET",r,!0);try{s.send()}catch(e){console.warn("Failed to get the Markdown file "+r+". Make sure that the presentation and the file are served by a HTTP server and the file can be found there. "+e),t(s,r)}}))}(e).then((function(t,s){e.outerHTML=i(t.responseText,{separator:e.getAttribute("data-separator"),verticalSeparator:e.getAttribute("data-separator-vertical"),notesSeparator:e.getAttribute("data-separator-notes"),attributes:n(e)})}),(function(t,n){e.outerHTML='<section data-state="alert">ERROR: The attempt to fetch '+n+" failed with HTTP status "+t.status+".Check your browser's JavaScript console for more details.<p>Remember that you need to serve the presentation HTML from a HTTP server.</p></section>"}))):e.outerHTML=i(t(e),{separator:e.getAttribute("data-separator"),verticalSeparator:e.getAttribute("data-separator-vertical"),notesSeparator:e.getAttribute("data-separator-notes"),attributes:n(e)})})),Promise.all(r).then(s)}))}function o(e,t,n){const s=new RegExp(n,"mg"),r=new RegExp('([^"= ]+?)="([^"]+?)"|(data-[^"= ]+?)(?=[" ])',"mg");let i,l,o=e.nodeValue;if(i=s.exec(o)){const n=i[1];for(o=o.substring(0,i.index)+o.substring(s.lastIndex),e.nodeValue=o;l=r.exec(n);)l[2]?t.setAttribute(l[1],l[2]):t.setAttribute(l[3],"");return!0}return!1}function a(e,t,n,s,r){if(null!==t&&void 0!==t.childNodes&&t.childNodes.length>0){let n=t;for(let i=0;i<t.childNodes.length;i++){const l=t.childNodes[i];if(i>0){let e=i-1;for(;e>=0;){const s=t.childNodes[e];if("function"==typeof s.setAttribute&&"BR"!==s.tagName){n=s;break}e-=1}}let o=e;"section"===l.nodeName&&(o=l,n=l),"function"!=typeof l.setAttribute&&l.nodeType!==Node.COMMENT_NODE||a(o,l,n,s,r)}}t.nodeType===Node.COMMENT_NODE&&!1===o(t,n,s)&&o(t,e,r)}function c(){const n=e.getRevealElement().querySelectorAll("[data-markdown]:not([data-markdown-parsed])");return[].slice.call(n).forEach((function(e){e.setAttribute("data-markdown-parsed",!0);const n=e.querySelector("aside.notes"),s=t(e);e.innerHTML=M(s),a(e,e,null,e.getAttribute("data-element-attributes")||e.parentNode.getAttribute("data-element-attributes")||"\\.element\\s*?(.+?)$",e.getAttribute("data-attributes")||e.parentNode.getAttribute("data-attributes")||"\\.slide:\\s*?(\\S.+?)$"),n&&e.appendChild(n)})),Promise.resolve()}return{id:"markdown",init:function(t){e=t;let{renderer:n,animateLists:s,...r}=e.getConfig().markdown||{};return n||(n=new M.Renderer,n.code=(e,t)=>{let n="",s="";if(O.test(t)){let e=t.match(O)[2];e&&(n=`data-ln-start-from="${e.trim()}"`),s=t.match(O)[3].trim(),s=`data-line-numbers="${s}"`,t=t.replace(O,"").trim()}return`<pre><code ${s} ${n} class="${t}">${e=e.replace(/([&<>'"])/g,(e=>D[e]))}</code></pre>`}),!0===s&&(n.listitem=e=>`<li class="fragment">${e}</li>`),M.setOptions({renderer:n,...r}),l(e.getRevealElement()).then(c)},processSlides:l,convertSlides:c,slidify:i,marked:M}};export{B as default};
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/markdown/markdown.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/markdown/markdown.js
new file mode 100644
index 0000000000000000000000000000000000000000..2511e41090717cb1b3c24ac5196a1d10f1bbcd90
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/markdown/markdown.js
@@ -0,0 +1,7 @@
+!function(e,t){"object"==typeof exports&&"undefined"!=typeof module?module.exports=t():"function"==typeof define&&define.amd?define(t):(e="undefined"!=typeof globalThis?globalThis:e||self).RevealMarkdown=t()}(this,(function(){"use strict";function e(){return{async:!1,baseUrl:null,breaks:!1,extensions:null,gfm:!0,headerIds:!0,headerPrefix:"",highlight:null,hooks:null,langPrefix:"language-",mangle:!0,pedantic:!1,renderer:null,sanitize:!1,sanitizer:null,silent:!1,smartypants:!1,tokenizer:null,walkTokens:null,xhtml:!1}}let t={async:!1,baseUrl:null,breaks:!1,extensions:null,gfm:!0,headerIds:!0,headerPrefix:"",highlight:null,hooks:null,langPrefix:"language-",mangle:!0,pedantic:!1,renderer:null,sanitize:!1,sanitizer:null,silent:!1,smartypants:!1,tokenizer:null,walkTokens:null,xhtml:!1};const n=/[&<>"']/,s=new RegExp(n.source,"g"),r=/[<>"']|&(?!(#\d{1,7}|#[Xx][a-fA-F0-9]{1,6}|\w+);)/,i=new RegExp(r.source,"g"),l={"&":"&amp;","<":"&lt;",">":"&gt;",'"':"&quot;","'":"&#39;"},o=e=>l[e];function 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s}R._punctuation="!\"#$%&'()+\\-.,/:;<=>?@\\[\\]`^{|}~",R.punctuation=u(R.punctuation).replace(/punctuation/g,R._punctuation).getRegex(),R.blockSkip=/\[[^\]]*?\]\([^\)]*?\)|`[^`]*?`|<[^>]*?>/g,R.escapedEmSt=/(?:^|[^\\])(?:\\\\)*\\[*_]/g,R._comment=u(T._comment).replace("(?:--\x3e|$)","--\x3e").getRegex(),R.emStrong.lDelim=u(R.emStrong.lDelim).replace(/punct/g,R._punctuation).getRegex(),R.emStrong.rDelimAst=u(R.emStrong.rDelimAst,"g").replace(/punct/g,R._punctuation).getRegex(),R.emStrong.rDelimUnd=u(R.emStrong.rDelimUnd,"g").replace(/punct/g,R._punctuation).getRegex(),R._escapes=/\\([!"#$%&'()*+,\-./:;<=>?@\[\]\\^_`{|}~])/g,R._scheme=/[a-zA-Z][a-zA-Z0-9+.-]{1,31}/,R._email=/[a-zA-Z0-9.!#$%&'*+/=?^_`{|}~-]+(@)[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?(?:\.[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?)+(?![-_])/,R.autolink=u(R.autolink).replace("scheme",R._scheme).replace("email",R._email).getRegex(),R._attribute=/\s+[a-zA-Z:_][\w.:-]*(?:\s*=\s*"[^"]*"|\s*=\s*'[^']*'|\s*=\s*[^\s"'=<>`]+)?/,R.tag=u(R.tag).replace("comment",R._comment).replace("attribute",R._attribute).getRegex(),R._label=/(?:\[(?:\\.|[^\[\]\\])*\]|\\.|`[^`]*`|[^\[\]\\`])*?/,R._href=/<(?:\\.|[^\n<>\\])+>|[^\s\x00-\x1f]*/,R._title=/"(?:\\"?|[^"\\])*"|'(?:\\'?|[^'\\])*'|\((?:\\\)?|[^)\\])*\)/,R.link=u(R.link).replace("label",R._label).replace("href",R._href).replace("title",R._title).getRegex(),R.reflink=u(R.reflink).replace("label",R._label).replace("ref",T._label).getRegex(),R.nolink=u(R.nolink).replace("ref",T._label).getRegex(),R.reflinkSearch=u(R.reflinkSearch,"g").replace("reflink",R.reflink).replace("nolink",R.nolink).getRegex(),R.normal={...R},R.pedantic={...R.normal,strong:{start:/^__|\*\*/,middle:/^__(?=\S)([\s\S]*?\S)__(?!_)|^\*\*(?=\S)([\s\S]*?\S)\*\*(?!\*)/,endAst:/\*\*(?!\*)/g,endUnd:/__(?!_)/g},em:{start:/^_|\*/,middle:/^()\*(?=\S)([\s\S]*?\S)\*(?!\*)|^_(?=\S)([\s\S]*?\S)_(?!_)/,endAst:/\*(?!\*)/g,endUnd:/_(?!_)/g},link:u(/^!?\[(label)\]\((.*?)\)/).replace("label",R._label).getRegex(),reflink:u(/^!?\[(label)\]\s*\[([^\]]*)\]/).replace("label",R._label).getRegex()},R.gfm={...R.normal,escape:u(R.escape).replace("])","~|])").getRegex(),_extended_email:/[A-Za-z0-9._+-]+(@)[a-zA-Z0-9-_]+(?:\.[a-zA-Z0-9-_]*[a-zA-Z0-9])+(?![-_])/,url:/^((?:ftp|https?):\/\/|www\.)(?:[a-zA-Z0-9\-]+\.?)+[^\s<]*|^email/,_backpedal:/(?:[^?!.,:;*_'"~()&]+|\([^)]*\)|&(?![a-zA-Z0-9]+;$)|[?!.,:;*_'"~)]+(?!$))+/,del:/^(~~?)(?=[^\s~])([\s\S]*?[^\s~])\1(?=[^~]|$)/,text:/^([`~]+|[^`~])(?:(?= {2,}\n)|(?=[a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-]+@)|[\s\S]*?(?:(?=[\\<!\[`*~_]|\b_|https?:\/\/|ftp:\/\/|www\.|$)|[^ ](?= {2,}\n)|[^a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-](?=[a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-]+@)))/},R.gfm.url=u(R.gfm.url,"i").replace("email",R.gfm._extended_email).getRegex(),R.breaks={...R.gfm,br:u(R.br).replace("{2,}","*").getRegex(),text:u(R.gfm.text).replace("\\b_","\\b_| {2,}\\n").replace(/\{2,\}/g,"*").getRegex()};class v{constructor(e){this.tokens=[],this.tokens.links=Object.create(null),this.options=e||t,this.options.tokenizer=this.options.tokenizer||new S,this.tokenizer=this.options.tokenizer,this.tokenizer.options=this.options,this.tokenizer.lexer=this,this.inlineQueue=[],this.state={inLink:!1,inRawBlock:!1,top:!0};const n={block:T.normal,inline:R.normal};this.options.pedantic?(n.block=T.pedantic,n.inline=R.pedantic):this.options.gfm&&(n.block=T.gfm,this.options.breaks?n.inline=R.breaks:n.inline=R.gfm),this.tokenizer.rules=n}static get rules(){return{block:T,inline:R}}static lex(e,t){return new v(t).lex(e)}static lexInline(e,t){return new v(t).inlineTokens(e)}lex(e){let t;for(e=e.replace(/\r\n|\r/g,"\n"),this.blockTokens(e,this.tokens);t=this.inlineQueue.shift();)this.inlineTokens(t.src,t.tokens);return this.tokens}blockTokens(e,t=[]){let n,s,r,i;for(e=this.options.pedantic?e.replace(/\t/g,"    ").replace(/^ +$/gm,""):e.replace(/^( *)(\t+)/gm,((e,t,n)=>t+"    ".repeat(n.length)));e;)if(!(this.options.extensions&&this.options.extensions.block&&this.options.extensions.block.some((s=>!!(n=s.call({lexer:this},e,t))&&(e=e.substring(n.raw.length),t.push(n),!0)))))if(n=this.tokenizer.space(e))e=e.substring(n.raw.length),1===n.raw.length&&t.length>0?t[t.length-1].raw+="\n":t.push(n);else if(n=this.tokenizer.code(e))e=e.substring(n.raw.length),s=t[t.length-1],!s||"paragraph"!==s.type&&"text"!==s.type?t.push(n):(s.raw+="\n"+n.raw,s.text+="\n"+n.text,this.inlineQueue[this.inlineQueue.length-1].src=s.text);else if(n=this.tokenizer.fences(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.heading(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.hr(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.blockquote(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.list(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.html(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.def(e))e=e.substring(n.raw.length),s=t[t.length-1],!s||"paragraph"!==s.type&&"text"!==s.type?this.tokens.links[n.tag]||(this.tokens.links[n.tag]={href:n.href,title:n.title}):(s.raw+="\n"+n.raw,s.text+="\n"+n.raw,this.inlineQueue[this.inlineQueue.length-1].src=s.text);else if(n=this.tokenizer.table(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.lheading(e))e=e.substring(n.raw.length),t.push(n);else{if(r=e,this.options.extensions&&this.options.extensions.startBlock){let t=1/0;const n=e.slice(1);let s;this.options.extensions.startBlock.forEach((function(e){s=e.call({lexer:this},n),"number"==typeof s&&s>=0&&(t=Math.min(t,s))})),t<1/0&&t>=0&&(r=e.substring(0,t+1))}if(this.state.top&&(n=this.tokenizer.paragraph(r)))s=t[t.length-1],i&&"paragraph"===s.type?(s.raw+="\n"+n.raw,s.text+="\n"+n.text,this.inlineQueue.pop(),this.inlineQueue[this.inlineQueue.length-1].src=s.text):t.push(n),i=r.length!==e.length,e=e.substring(n.raw.length);else if(n=this.tokenizer.text(e))e=e.substring(n.raw.length),s=t[t.length-1],s&&"text"===s.type?(s.raw+="\n"+n.raw,s.text+="\n"+n.text,this.inlineQueue.pop(),this.inlineQueue[this.inlineQueue.length-1].src=s.text):t.push(n);else if(e){const t="Infinite loop on byte: "+e.charCodeAt(0);if(this.options.silent){console.error(t);break}throw new Error(t)}}return this.state.top=!0,t}inline(e,t=[]){return this.inlineQueue.push({src:e,tokens:t}),t}inlineTokens(e,t=[]){let n,s,r,i,l,o,a=e;if(this.tokens.links){const e=Object.keys(this.tokens.links);if(e.length>0)for(;null!=(i=this.tokenizer.rules.inline.reflinkSearch.exec(a));)e.includes(i[0].slice(i[0].lastIndexOf("[")+1,-1))&&(a=a.slice(0,i.index)+"["+$("a",i[0].length-2)+"]"+a.slice(this.tokenizer.rules.inline.reflinkSearch.lastIndex))}for(;null!=(i=this.tokenizer.rules.inline.blockSkip.exec(a));)a=a.slice(0,i.index)+"["+$("a",i[0].length-2)+"]"+a.slice(this.tokenizer.rules.inline.blockSkip.lastIndex);for(;null!=(i=this.tokenizer.rules.inline.escapedEmSt.exec(a));)a=a.slice(0,i.index+i[0].length-2)+"++"+a.slice(this.tokenizer.rules.inline.escapedEmSt.lastIndex),this.tokenizer.rules.inline.escapedEmSt.lastIndex--;for(;e;)if(l||(o=""),l=!1,!(this.options.extensions&&this.options.extensions.inline&&this.options.extensions.inline.some((s=>!!(n=s.call({lexer:this},e,t))&&(e=e.substring(n.raw.length),t.push(n),!0)))))if(n=this.tokenizer.escape(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.tag(e))e=e.substring(n.raw.length),s=t[t.length-1],s&&"text"===n.type&&"text"===s.type?(s.raw+=n.raw,s.text+=n.text):t.push(n);else if(n=this.tokenizer.link(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.reflink(e,this.tokens.links))e=e.substring(n.raw.length),s=t[t.length-1],s&&"text"===n.type&&"text"===s.type?(s.raw+=n.raw,s.text+=n.text):t.push(n);else if(n=this.tokenizer.emStrong(e,a,o))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.codespan(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.br(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.del(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.autolink(e,E))e=e.substring(n.raw.length),t.push(n);else if(this.state.inLink||!(n=this.tokenizer.url(e,E))){if(r=e,this.options.extensions&&this.options.extensions.startInline){let t=1/0;const n=e.slice(1);let s;this.options.extensions.startInline.forEach((function(e){s=e.call({lexer:this},n),"number"==typeof s&&s>=0&&(t=Math.min(t,s))})),t<1/0&&t>=0&&(r=e.substring(0,t+1))}if(n=this.tokenizer.inlineText(r,A))e=e.substring(n.raw.length),"_"!==n.raw.slice(-1)&&(o=n.raw.slice(-1)),l=!0,s=t[t.length-1],s&&"text"===s.type?(s.raw+=n.raw,s.text+=n.text):t.push(n);else if(e){const t="Infinite loop on byte: "+e.charCodeAt(0);if(this.options.silent){console.error(t);break}throw new Error(t)}}else e=e.substring(n.raw.length),t.push(n);return t}}class I{constructor(e){this.options=e||t}code(e,t,n){const s=(t||"").match(/\S*/)[0];if(this.options.highlight){const t=this.options.highlight(e,s);null!=t&&t!==e&&(n=!0,e=t)}return e=e.replace(/\n$/,"")+"\n",s?'<pre><code class="'+this.options.langPrefix+a(s)+'">'+(n?e:a(e,!0))+"</code></pre>\n":"<pre><code>"+(n?e:a(e,!0))+"</code></pre>\n"}blockquote(e){return`<blockquote>\n${e}</blockquote>\n`}html(e){return e}heading(e,t,n,s){if(this.options.headerIds){return`<h${t} id="${this.options.headerPrefix+s.slug(n)}">${e}</h${t}>\n`}return`<h${t}>${e}</h${t}>\n`}hr(){return this.options.xhtml?"<hr/>\n":"<hr>\n"}list(e,t,n){const s=t?"ol":"ul";return"<"+s+(t&&1!==n?' start="'+n+'"':"")+">\n"+e+"</"+s+">\n"}listitem(e){return`<li>${e}</li>\n`}checkbox(e){return"<input "+(e?'checked="" ':"")+'disabled="" type="checkbox"'+(this.options.xhtml?" /":"")+"> "}paragraph(e){return`<p>${e}</p>\n`}table(e,t){return t&&(t=`<tbody>${t}</tbody>`),"<table>\n<thead>\n"+e+"</thead>\n"+t+"</table>\n"}tablerow(e){return`<tr>\n${e}</tr>\n`}tablecell(e,t){const n=t.header?"th":"td";return(t.align?`<${n} align="${t.align}">`:`<${n}>`)+e+`</${n}>\n`}strong(e){return`<strong>${e}</strong>`}em(e){return`<em>${e}</em>`}codespan(e){return`<code>${e}</code>`}br(){return this.options.xhtml?"<br/>":"<br>"}del(e){return`<del>${e}</del>`}link(e,t,n){if(null===(e=f(this.options.sanitize,this.options.baseUrl,e)))return n;let s='<a href="'+e+'"';return t&&(s+=' title="'+t+'"'),s+=">"+n+"</a>",s}image(e,t,n){if(null===(e=f(this.options.sanitize,this.options.baseUrl,e)))return n;let s=`<img src="${e}" alt="${n}"`;return t&&(s+=` title="${t}"`),s+=this.options.xhtml?"/>":">",s}text(e){return e}}class q{strong(e){return e}em(e){return e}codespan(e){return e}del(e){return e}html(e){return e}text(e){return e}link(e,t,n){return""+n}image(e,t,n){return""+n}br(){return""}}class L{constructor(){this.seen={}}serialize(e){return e.toLowerCase().trim().replace(/<[!\/a-z].*?>/gi,"").replace(/[\u2000-\u206F\u2E00-\u2E7F\\'!"#$%&()*+,./:;<=>?@[\]^`{|}~]/g,"").replace(/\s/g,"-")}getNextSafeSlug(e,t){let n=e,s=0;if(this.seen.hasOwnProperty(n)){s=this.seen[e];do{s++,n=e+"-"+s}while(this.seen.hasOwnProperty(n))}return t||(this.seen[e]=s,this.seen[n]=0),n}slug(e,t={}){const n=this.serialize(e);return this.getNextSafeSlug(n,t.dryrun)}}class C{constructor(e){this.options=e||t,this.options.renderer=this.options.renderer||new I,this.renderer=this.options.renderer,this.renderer.options=this.options,this.textRenderer=new q,this.slugger=new L}static parse(e,t){return new C(t).parse(e)}static parseInline(e,t){return new C(t).parseInline(e)}parse(e,t=!0){let n,s,r,i,l,o,a,c,p,u,g,d,f,k,x,m,b,w,y,_="";const $=e.length;for(n=0;n<$;n++)if(u=e[n],this.options.extensions&&this.options.extensions.renderers&&this.options.extensions.renderers[u.type]&&(y=this.options.extensions.renderers[u.type].call({parser:this},u),!1!==y||!["space","hr","heading","code","table","blockquote","list","html","paragraph","text"].includes(u.type)))_+=y||"";else switch(u.type){case"space":continue;case"hr":_+=this.renderer.hr();continue;case"heading":_+=this.renderer.heading(this.parseInline(u.tokens),u.depth,h(this.parseInline(u.tokens,this.textRenderer)),this.slugger);continue;case"code":_+=this.renderer.code(u.text,u.lang,u.escaped);continue;case"table":for(c="",a="",i=u.header.length,s=0;s<i;s++)a+=this.renderer.tablecell(this.parseInline(u.header[s].tokens),{header:!0,align:u.align[s]});for(c+=this.renderer.tablerow(a),p="",i=u.rows.length,s=0;s<i;s++){for(o=u.rows[s],a="",l=o.length,r=0;r<l;r++)a+=this.renderer.tablecell(this.parseInline(o[r].tokens),{header:!1,align:u.align[r]});p+=this.renderer.tablerow(a)}_+=this.renderer.table(c,p);continue;case"blockquote":p=this.parse(u.tokens),_+=this.renderer.blockquote(p);continue;case"list":for(g=u.ordered,d=u.start,f=u.loose,i=u.items.length,p="",s=0;s<i;s++)x=u.items[s],m=x.checked,b=x.task,k="",x.task&&(w=this.renderer.checkbox(m),f?x.tokens.length>0&&"paragraph"===x.tokens[0].type?(x.tokens[0].text=w+" "+x.tokens[0].text,x.tokens[0].tokens&&x.tokens[0].tokens.length>0&&"text"===x.tokens[0].tokens[0].type&&(x.tokens[0].tokens[0].text=w+" "+x.tokens[0].tokens[0].text)):x.tokens.unshift({type:"text",text:w}):k+=w),k+=this.parse(x.tokens,f),p+=this.renderer.listitem(k,b,m);_+=this.renderer.list(p,g,d);continue;case"html":_+=this.renderer.html(u.text);continue;case"paragraph":_+=this.renderer.paragraph(this.parseInline(u.tokens));continue;case"text":for(p=u.tokens?this.parseInline(u.tokens):u.text;n+1<$&&"text"===e[n+1].type;)u=e[++n],p+="\n"+(u.tokens?this.parseInline(u.tokens):u.text);_+=t?this.renderer.paragraph(p):p;continue;default:{const e='Token with "'+u.type+'" type was not found.';if(this.options.silent)return void console.error(e);throw new Error(e)}}return _}parseInline(e,t){t=t||this.renderer;let n,s,r,i="";const l=e.length;for(n=0;n<l;n++)if(s=e[n],this.options.extensions&&this.options.extensions.renderers&&this.options.extensions.renderers[s.type]&&(r=this.options.extensions.renderers[s.type].call({parser:this},s),!1!==r||!["escape","html","link","image","strong","em","codespan","br","del","text"].includes(s.type)))i+=r||"";else switch(s.type){case"escape":case"text":i+=t.text(s.text);break;case"html":i+=t.html(s.text);break;case"link":i+=t.link(s.href,s.title,this.parseInline(s.tokens,t));break;case"image":i+=t.image(s.href,s.title,s.text);break;case"strong":i+=t.strong(this.parseInline(s.tokens,t));break;case"em":i+=t.em(this.parseInline(s.tokens,t));break;case"codespan":i+=t.codespan(s.text);break;case"br":i+=t.br();break;case"del":i+=t.del(this.parseInline(s.tokens,t));break;default:{const e='Token with "'+s.type+'" type was not found.';if(this.options.silent)return void console.error(e);throw new Error(e)}}return i}}class Z{constructor(e){this.options=e||t}static passThroughHooks=new Set(["preprocess","postprocess"]);preprocess(e){return e}postprocess(e){return e}}function M(e,t){return(n,s,r)=>{"function"==typeof s&&(r=s,s=null);const i={...s},l=function(e,t,n){return s=>{if(s.message+="\nPlease report this to https://github.com/markedjs/marked.",e){const e="<p>An error occurred:</p><pre>"+a(s.message+"",!0)+"</pre>";return t?Promise.resolve(e):n?void n(null,e):e}if(t)return Promise.reject(s);if(!n)throw s;n(s)}}((s={...P.defaults,...i}).silent,s.async,r);if(null==n)return l(new Error("marked(): input parameter is undefined or null"));if("string"!=typeof n)return l(new Error("marked(): input parameter is of type "+Object.prototype.toString.call(n)+", string expected"));if(function(e){e&&e.sanitize&&!e.silent&&console.warn("marked(): sanitize and sanitizer parameters are deprecated since version 0.7.0, should not be used and will be removed in the future. 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+/*!
+   * The reveal.js markdown plugin. Handles parsing of
+   * markdown inside of presentations as well as loading
+   * of external markdown documents.
+   */
+const N="__SCRIPT_END__",O=/\[\s*((\d*):)?\s*([\s\d,|-]*)\]/,D={"&":"&amp;","<":"&lt;",">":"&gt;",'"':"&quot;","'":"&#39;"};return()=>{let e;function t(e){let t=(e.querySelector("[data-template]")||e.querySelector("script")||e).textContent;t=t.replace(new RegExp(N,"g"),"<\/script>");const n=t.match(/^\n?(\s*)/)[1].length,s=t.match(/^\n?(\t*)/)[1].length;return s>0?t=t.replace(new RegExp("\\n?\\t{"+s+"}(.*)","g"),(function(e,t){return"\n"+t})):n>1&&(t=t.replace(new RegExp("\\n? {"+n+"}(.*)","g"),(function(e,t){return"\n"+t}))),t}function n(e){const t=e.attributes,n=[];for(let e=0,s=t.length;e<s;e++){const s=t[e].name,r=t[e].value;/data\-(markdown|separator|vertical|notes)/gi.test(s)||(r?n.push(s+'="'+r+'"'):n.push(s))}return n.join(" ")}function s(t){const n=e?.getConfig?.().markdown;return(t=t||{}).separator=t.separator||n?.separator||"\r?\n---\r?\n",t.verticalSeparator=t.verticalSeparator||n?.verticalSeparator||null,t.notesSeparator=t.notesSeparator||n?.notesSeparator||"^s*notes?:",t.attributes=t.attributes||"",t}function r(e,t){t=s(t);const n=e.split(new RegExp(t.notesSeparator,"mgi"));return 2===n.length&&(e=n[0]+'<aside class="notes">'+P(n[1].trim())+"</aside>"),'<script type="text/template">'+(e=e.replace(/<\/script>/g,N))+"<\/script>"}function i(e,t){t=s(t);const n=new RegExp(t.separator+(t.verticalSeparator?"|"+t.verticalSeparator:""),"mg"),i=new RegExp(t.separator);let l,o,a,c=0,h=!0,p=[];for(;l=n.exec(e);)o=i.test(l[0]),!o&&h&&p.push([]),a=e.substring(c,l.index),o&&h?p.push(a):p[p.length-1].push(a),c=n.lastIndex,h=o;(h?p:p[p.length-1]).push(e.substring(c));let u="";for(let e=0,n=p.length;e<n;e++)p[e]instanceof Array?(u+="<section "+t.attributes+">",p[e].forEach((function(e){u+="<section data-markdown>"+r(e,t)+"</section>"})),u+="</section>"):u+="<section "+t.attributes+" data-markdown>"+r(p[e],t)+"</section>";return u}function l(e){return new Promise((function(s){const r=[];[].slice.call(e.querySelectorAll("section[data-markdown]:not([data-markdown-parsed])")).forEach((function(e,s){e.getAttribute("data-markdown").length?r.push(function(e){return new Promise((function(t,n){const s=new XMLHttpRequest,r=e.getAttribute("data-markdown"),i=e.getAttribute("data-charset");null!==i&&""!==i&&s.overrideMimeType("text/html; charset="+i),s.onreadystatechange=function(e,s){4===s.readyState&&(s.status>=200&&s.status<300||0===s.status?t(s,r):n(s,r))}.bind(this,e,s),s.open("GET",r,!0);try{s.send()}catch(e){console.warn("Failed to get the Markdown file "+r+". Make sure that the presentation and the file are served by a HTTP server and the file can be found there. "+e),t(s,r)}}))}(e).then((function(t,s){e.outerHTML=i(t.responseText,{separator:e.getAttribute("data-separator"),verticalSeparator:e.getAttribute("data-separator-vertical"),notesSeparator:e.getAttribute("data-separator-notes"),attributes:n(e)})}),(function(t,n){e.outerHTML='<section data-state="alert">ERROR: The attempt to fetch '+n+" failed with HTTP status "+t.status+".Check your browser's JavaScript console for more details.<p>Remember that you need to serve the presentation HTML from a HTTP server.</p></section>"}))):e.outerHTML=i(t(e),{separator:e.getAttribute("data-separator"),verticalSeparator:e.getAttribute("data-separator-vertical"),notesSeparator:e.getAttribute("data-separator-notes"),attributes:n(e)})})),Promise.all(r).then(s)}))}function o(e,t,n){const s=new RegExp(n,"mg"),r=new RegExp('([^"= ]+?)="([^"]+?)"|(data-[^"= ]+?)(?=[" ])',"mg");let i,l,o=e.nodeValue;if(i=s.exec(o)){const n=i[1];for(o=o.substring(0,i.index)+o.substring(s.lastIndex),e.nodeValue=o;l=r.exec(n);)l[2]?t.setAttribute(l[1],l[2]):t.setAttribute(l[3],"");return!0}return!1}function a(e,t,n,s,r){if(null!==t&&void 0!==t.childNodes&&t.childNodes.length>0){let n=t;for(let i=0;i<t.childNodes.length;i++){const l=t.childNodes[i];if(i>0){let e=i-1;for(;e>=0;){const s=t.childNodes[e];if("function"==typeof s.setAttribute&&"BR"!==s.tagName){n=s;break}e-=1}}let o=e;"section"===l.nodeName&&(o=l,n=l),"function"!=typeof l.setAttribute&&l.nodeType!==Node.COMMENT_NODE||a(o,l,n,s,r)}}t.nodeType===Node.COMMENT_NODE&&!1===o(t,n,s)&&o(t,e,r)}function c(){const n=e.getRevealElement().querySelectorAll("[data-markdown]:not([data-markdown-parsed])");return[].slice.call(n).forEach((function(e){e.setAttribute("data-markdown-parsed",!0);const n=e.querySelector("aside.notes"),s=t(e);e.innerHTML=P(s),a(e,e,null,e.getAttribute("data-element-attributes")||e.parentNode.getAttribute("data-element-attributes")||"\\.element\\s*?(.+?)$",e.getAttribute("data-attributes")||e.parentNode.getAttribute("data-attributes")||"\\.slide:\\s*?(\\S.+?)$"),n&&e.appendChild(n)})),Promise.resolve()}return{id:"markdown",init:function(t){e=t;let{renderer:n,animateLists:s,...r}=e.getConfig().markdown||{};return n||(n=new P.Renderer,n.code=(e,t)=>{let n="",s="";if(O.test(t)){let e=t.match(O)[2];e&&(n=`data-ln-start-from="${e.trim()}"`),s=t.match(O)[3].trim(),s=`data-line-numbers="${s}"`,t=t.replace(O,"").trim()}return`<pre><code ${s} ${n} class="${t}">${e=e.replace(/([&<>'"])/g,(e=>D[e]))}</code></pre>`}),!0===s&&(n.listitem=e=>`<li class="fragment">${e}</li>`),P.setOptions({renderer:n,...r}),l(e.getRevealElement()).then(c)},processSlides:l,convertSlides:c,slidify:i,marked:P}}}));
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/markdown/plugin.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/markdown/plugin.js
new file mode 100755
index 0000000000000000000000000000000000000000..61de615d2aa2b707afb38f8d77b49de1890fc7e4
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/markdown/plugin.js
@@ -0,0 +1,491 @@
+/*!
+ * The reveal.js markdown plugin. Handles parsing of
+ * markdown inside of presentations as well as loading
+ * of external markdown documents.
+ */
+
+import { marked } from 'marked';
+
+const DEFAULT_SLIDE_SEPARATOR = '\r?\n---\r?\n',
+	  DEFAULT_VERTICAL_SEPARATOR = null,
+	  DEFAULT_NOTES_SEPARATOR = '^\s*notes?:',
+	  DEFAULT_ELEMENT_ATTRIBUTES_SEPARATOR = '\\\.element\\\s*?(.+?)$',
+	  DEFAULT_SLIDE_ATTRIBUTES_SEPARATOR = '\\\.slide:\\\s*?(\\\S.+?)$';
+
+const SCRIPT_END_PLACEHOLDER = '__SCRIPT_END__';
+
+// match an optional line number offset and highlight line numbers
+// [<line numbers>] or [<offset>: <line numbers>]
+const CODE_LINE_NUMBER_REGEX = /\[\s*((\d*):)?\s*([\s\d,|-]*)\]/;
+
+const HTML_ESCAPE_MAP = {
+  '&': '&amp;',
+  '<': '&lt;',
+  '>': '&gt;',
+  '"': '&quot;',
+  "'": '&#39;'
+};
+
+const Plugin = () => {
+
+	// The reveal.js instance this plugin is attached to
+	let deck;
+
+	/**
+	 * Retrieves the markdown contents of a slide section
+	 * element. Normalizes leading tabs/whitespace.
+	 */
+	function getMarkdownFromSlide( section ) {
+
+		// look for a <script> or <textarea data-template> wrapper
+		const template = section.querySelector( '[data-template]' ) || section.querySelector( 'script' );
+
+		// strip leading whitespace so it isn't evaluated as code
+		let text = ( template || section ).textContent;
+
+		// restore script end tags
+		text = text.replace( new RegExp( SCRIPT_END_PLACEHOLDER, 'g' ), '</script>' );
+
+		const leadingWs = text.match( /^\n?(\s*)/ )[1].length,
+			leadingTabs = text.match( /^\n?(\t*)/ )[1].length;
+
+		if( leadingTabs > 0 ) {
+			text = text.replace( new RegExp('\\n?\\t{' + leadingTabs + '}(.*)','g'), function(m, p1) { return '\n' + p1 ; } );
+		}
+		else if( leadingWs > 1 ) {
+			text = text.replace( new RegExp('\\n? {' + leadingWs + '}(.*)', 'g'), function(m, p1) { return '\n' + p1 ; } );
+		}
+
+		return text;
+
+	}
+
+	/**
+	 * Given a markdown slide section element, this will
+	 * return all arguments that aren't related to markdown
+	 * parsing. Used to forward any other user-defined arguments
+	 * to the output markdown slide.
+	 */
+	function getForwardedAttributes( section ) {
+
+		const attributes = section.attributes;
+		const result = [];
+
+		for( let i = 0, len = attributes.length; i < len; i++ ) {
+			const name = attributes[i].name,
+				value = attributes[i].value;
+
+			// disregard attributes that are used for markdown loading/parsing
+			if( /data\-(markdown|separator|vertical|notes)/gi.test( name ) ) continue;
+
+			if( value ) {
+				result.push( name + '="' + value + '"' );
+			}
+			else {
+				result.push( name );
+			}
+		}
+
+		return result.join( ' ' );
+
+	}
+
+	/**
+	 * Inspects the given options and fills out default
+	 * values for what's not defined.
+	 */
+	function getSlidifyOptions( options ) {
+		const markdownConfig = deck?.getConfig?.().markdown;
+
+		options = options || {};
+		options.separator = options.separator || markdownConfig?.separator || DEFAULT_SLIDE_SEPARATOR;
+		options.verticalSeparator = options.verticalSeparator || markdownConfig?.verticalSeparator || DEFAULT_VERTICAL_SEPARATOR;
+		options.notesSeparator = options.notesSeparator || markdownConfig?.notesSeparator || DEFAULT_NOTES_SEPARATOR;
+		options.attributes = options.attributes || '';
+
+		return options;
+
+	}
+
+	/**
+	 * Helper function for constructing a markdown slide.
+	 */
+	function createMarkdownSlide( content, options ) {
+
+		options = getSlidifyOptions( options );
+
+		const notesMatch = content.split( new RegExp( options.notesSeparator, 'mgi' ) );
+
+		if( notesMatch.length === 2 ) {
+			content = notesMatch[0] + '<aside class="notes">' + marked(notesMatch[1].trim()) + '</aside>';
+		}
+
+		// prevent script end tags in the content from interfering
+		// with parsing
+		content = content.replace( /<\/script>/g, SCRIPT_END_PLACEHOLDER );
+
+		return '<script type="text/template">' + content + '</script>';
+
+	}
+
+	/**
+	 * Parses a data string into multiple slides based
+	 * on the passed in separator arguments.
+	 */
+	function slidify( markdown, options ) {
+
+		options = getSlidifyOptions( options );
+
+		const separatorRegex = new RegExp( options.separator + ( options.verticalSeparator ? '|' + options.verticalSeparator : '' ), 'mg' ),
+			horizontalSeparatorRegex = new RegExp( options.separator );
+
+		let matches,
+			lastIndex = 0,
+			isHorizontal,
+			wasHorizontal = true,
+			content,
+			sectionStack = [];
+
+		// iterate until all blocks between separators are stacked up
+		while( matches = separatorRegex.exec( markdown ) ) {
+			const notes = null;
+
+			// determine direction (horizontal by default)
+			isHorizontal = horizontalSeparatorRegex.test( matches[0] );
+
+			if( !isHorizontal && wasHorizontal ) {
+				// create vertical stack
+				sectionStack.push( [] );
+			}
+
+			// pluck slide content from markdown input
+			content = markdown.substring( lastIndex, matches.index );
+
+			if( isHorizontal && wasHorizontal ) {
+				// add to horizontal stack
+				sectionStack.push( content );
+			}
+			else {
+				// add to vertical stack
+				sectionStack[sectionStack.length-1].push( content );
+			}
+
+			lastIndex = separatorRegex.lastIndex;
+			wasHorizontal = isHorizontal;
+		}
+
+		// add the remaining slide
+		( wasHorizontal ? sectionStack : sectionStack[sectionStack.length-1] ).push( markdown.substring( lastIndex ) );
+
+		let markdownSections = '';
+
+		// flatten the hierarchical stack, and insert <section data-markdown> tags
+		for( let i = 0, len = sectionStack.length; i < len; i++ ) {
+			// vertical
+			if( sectionStack[i] instanceof Array ) {
+				markdownSections += '<section '+ options.attributes +'>';
+
+				sectionStack[i].forEach( function( child ) {
+					markdownSections += '<section data-markdown>' + createMarkdownSlide( child, options ) + '</section>';
+				} );
+
+				markdownSections += '</section>';
+			}
+			else {
+				markdownSections += '<section '+ options.attributes +' data-markdown>' + createMarkdownSlide( sectionStack[i], options ) + '</section>';
+			}
+		}
+
+		return markdownSections;
+
+	}
+
+	/**
+	 * Parses any current data-markdown slides, splits
+	 * multi-slide markdown into separate sections and
+	 * handles loading of external markdown.
+	 */
+	function processSlides( scope ) {
+
+		return new Promise( function( resolve ) {
+
+			const externalPromises = [];
+
+			[].slice.call( scope.querySelectorAll( 'section[data-markdown]:not([data-markdown-parsed])') ).forEach( function( section, i ) {
+
+				if( section.getAttribute( 'data-markdown' ).length ) {
+
+					externalPromises.push( loadExternalMarkdown( section ).then(
+
+						// Finished loading external file
+						function( xhr, url ) {
+							section.outerHTML = slidify( xhr.responseText, {
+								separator: section.getAttribute( 'data-separator' ),
+								verticalSeparator: section.getAttribute( 'data-separator-vertical' ),
+								notesSeparator: section.getAttribute( 'data-separator-notes' ),
+								attributes: getForwardedAttributes( section )
+							});
+						},
+
+						// Failed to load markdown
+						function( xhr, url ) {
+							section.outerHTML = '<section data-state="alert">' +
+								'ERROR: The attempt to fetch ' + url + ' failed with HTTP status ' + xhr.status + '.' +
+								'Check your browser\'s JavaScript console for more details.' +
+								'<p>Remember that you need to serve the presentation HTML from a HTTP server.</p>' +
+								'</section>';
+						}
+
+					) );
+
+				}
+				else {
+
+					section.outerHTML = slidify( getMarkdownFromSlide( section ), {
+						separator: section.getAttribute( 'data-separator' ),
+						verticalSeparator: section.getAttribute( 'data-separator-vertical' ),
+						notesSeparator: section.getAttribute( 'data-separator-notes' ),
+						attributes: getForwardedAttributes( section )
+					});
+
+				}
+
+			});
+
+			Promise.all( externalPromises ).then( resolve );
+
+		} );
+
+	}
+
+	function loadExternalMarkdown( section ) {
+
+		return new Promise( function( resolve, reject ) {
+
+			const xhr = new XMLHttpRequest(),
+				url = section.getAttribute( 'data-markdown' );
+
+			const datacharset = section.getAttribute( 'data-charset' );
+
+			// see https://developer.mozilla.org/en-US/docs/Web/API/element.getAttribute#Notes
+			if( datacharset !== null && datacharset !== '' ) {
+				xhr.overrideMimeType( 'text/html; charset=' + datacharset );
+			}
+
+			xhr.onreadystatechange = function( section, xhr ) {
+				if( xhr.readyState === 4 ) {
+					// file protocol yields status code 0 (useful for local debug, mobile applications etc.)
+					if ( ( xhr.status >= 200 && xhr.status < 300 ) || xhr.status === 0 ) {
+
+						resolve( xhr, url );
+
+					}
+					else {
+
+						reject( xhr, url );
+
+					}
+				}
+			}.bind( this, section, xhr );
+
+			xhr.open( 'GET', url, true );
+
+			try {
+				xhr.send();
+			}
+			catch ( e ) {
+				console.warn( 'Failed to get the Markdown file ' + url + '. Make sure that the presentation and the file are served by a HTTP server and the file can be found there. ' + e );
+				resolve( xhr, url );
+			}
+
+		} );
+
+	}
+
+	/**
+	 * Check if a node value has the attributes pattern.
+	 * If yes, extract it and add that value as one or several attributes
+	 * to the target element.
+	 *
+	 * You need Cache Killer on Chrome to see the effect on any FOM transformation
+	 * directly on refresh (F5)
+	 * http://stackoverflow.com/questions/5690269/disabling-chrome-cache-for-website-development/7000899#answer-11786277
+	 */
+	function addAttributeInElement( node, elementTarget, separator ) {
+
+		const markdownClassesInElementsRegex = new RegExp( separator, 'mg' );
+		const markdownClassRegex = new RegExp( "([^\"= ]+?)=\"([^\"]+?)\"|(data-[^\"= ]+?)(?=[\" ])", 'mg' );
+		let nodeValue = node.nodeValue;
+		let matches,
+			matchesClass;
+		if( matches = markdownClassesInElementsRegex.exec( nodeValue ) ) {
+
+			const classes = matches[1];
+			nodeValue = nodeValue.substring( 0, matches.index ) + nodeValue.substring( markdownClassesInElementsRegex.lastIndex );
+			node.nodeValue = nodeValue;
+			while( matchesClass = markdownClassRegex.exec( classes ) ) {
+				if( matchesClass[2] ) {
+					elementTarget.setAttribute( matchesClass[1], matchesClass[2] );
+				} else {
+					elementTarget.setAttribute( matchesClass[3], "" );
+				}
+			}
+			return true;
+		}
+		return false;
+	}
+
+	/**
+	 * Add attributes to the parent element of a text node,
+	 * or the element of an attribute node.
+	 */
+	function addAttributes( section, element, previousElement, separatorElementAttributes, separatorSectionAttributes ) {
+
+		if ( element !== null && element.childNodes !== undefined && element.childNodes.length > 0 ) {
+			let previousParentElement = element;
+			for( let i = 0; i < element.childNodes.length; i++ ) {
+				const childElement = element.childNodes[i];
+				if ( i > 0 ) {
+					let j = i - 1;
+					while ( j >= 0 ) {
+						const aPreviousChildElement = element.childNodes[j];
+						if ( typeof aPreviousChildElement.setAttribute === 'function' && aPreviousChildElement.tagName !== "BR" ) {
+							previousParentElement = aPreviousChildElement;
+							break;
+						}
+						j = j - 1;
+					}
+				}
+				let parentSection = section;
+				if( childElement.nodeName ===  "section" ) {
+					parentSection = childElement ;
+					previousParentElement = childElement ;
+				}
+				if ( typeof childElement.setAttribute === 'function' || childElement.nodeType === Node.COMMENT_NODE ) {
+					addAttributes( parentSection, childElement, previousParentElement, separatorElementAttributes, separatorSectionAttributes );
+				}
+			}
+		}
+
+		if ( element.nodeType === Node.COMMENT_NODE ) {
+			if ( addAttributeInElement( element, previousElement, separatorElementAttributes ) === false ) {
+				addAttributeInElement( element, section, separatorSectionAttributes );
+			}
+		}
+	}
+
+	/**
+	 * Converts any current data-markdown slides in the
+	 * DOM to HTML.
+	 */
+	function convertSlides() {
+
+		const sections = deck.getRevealElement().querySelectorAll( '[data-markdown]:not([data-markdown-parsed])');
+
+		[].slice.call( sections ).forEach( function( section ) {
+
+			section.setAttribute( 'data-markdown-parsed', true )
+
+			const notes = section.querySelector( 'aside.notes' );
+			const markdown = getMarkdownFromSlide( section );
+
+			section.innerHTML = marked( markdown );
+			addAttributes( 	section, section, null, section.getAttribute( 'data-element-attributes' ) ||
+							section.parentNode.getAttribute( 'data-element-attributes' ) ||
+							DEFAULT_ELEMENT_ATTRIBUTES_SEPARATOR,
+							section.getAttribute( 'data-attributes' ) ||
+							section.parentNode.getAttribute( 'data-attributes' ) ||
+							DEFAULT_SLIDE_ATTRIBUTES_SEPARATOR);
+
+			// If there were notes, we need to re-add them after
+			// having overwritten the section's HTML
+			if( notes ) {
+				section.appendChild( notes );
+			}
+
+		} );
+
+		return Promise.resolve();
+
+	}
+
+	function escapeForHTML( input ) {
+
+	  return input.replace( /([&<>'"])/g, char => HTML_ESCAPE_MAP[char] );
+
+	}
+
+	return {
+		id: 'markdown',
+
+		/**
+		 * Starts processing and converting Markdown within the
+		 * current reveal.js deck.
+		 */
+		init: function( reveal ) {
+
+			deck = reveal;
+
+			let { renderer, animateLists, ...markedOptions } = deck.getConfig().markdown || {};
+
+			if( !renderer ) {
+				renderer = new marked.Renderer();
+
+				renderer.code = ( code, language ) => {
+
+					// Off by default
+					let lineNumberOffset = '';
+					let lineNumbers = '';
+
+					// Users can opt in to show line numbers and highlight
+					// specific lines.
+					// ```javascript []        show line numbers
+					// ```javascript [1,4-8]   highlights lines 1 and 4-8
+					// optional line number offset:
+					// ```javascript [25: 1,4-8]   start line numbering at 25,
+					//                             highlights lines 1 (numbered as 25) and 4-8 (numbered as 28-32)
+					if( CODE_LINE_NUMBER_REGEX.test( language ) ) {
+						let lineNumberOffsetMatch =  language.match( CODE_LINE_NUMBER_REGEX )[2];
+						if (lineNumberOffsetMatch){
+							lineNumberOffset =  `data-ln-start-from="${lineNumberOffsetMatch.trim()}"`;
+						}
+
+						lineNumbers = language.match( CODE_LINE_NUMBER_REGEX )[3].trim();
+						lineNumbers = `data-line-numbers="${lineNumbers}"`;
+						language = language.replace( CODE_LINE_NUMBER_REGEX, '' ).trim();
+					}
+
+					// Escape before this gets injected into the DOM to
+					// avoid having the HTML parser alter our code before
+					// highlight.js is able to read it
+					code = escapeForHTML( code );
+
+					// return `<pre><code ${lineNumbers} class="${language}">${code}</code></pre>`;
+
+					return `<pre><code ${lineNumbers} ${lineNumberOffset} class="${language}">${code}</code></pre>`;
+				};
+			}
+
+			if( animateLists === true ) {
+				renderer.listitem = text => `<li class="fragment">${text}</li>`;
+			}
+
+			marked.setOptions( {
+				renderer,
+				...markedOptions
+			} );
+
+			return processSlides( deck.getRevealElement() ).then( convertSlides );
+
+		},
+
+		// TODO: Do these belong in the API?
+		processSlides: processSlides,
+		convertSlides: convertSlides,
+		slidify: slidify,
+		marked: marked
+	}
+
+};
+
+export default Plugin;
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/math/katex.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/math/katex.js
new file mode 100755
index 0000000000000000000000000000000000000000..a8b47c4a5198af9c88831c6efd7e3984366d4067
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/math/katex.js
@@ -0,0 +1,96 @@
+/**
+ * A plugin which enables rendering of math equations inside
+ * of reveal.js slides. Essentially a thin wrapper for KaTeX.
+ *
+ * @author Hakim El Hattab
+ * @author Gerhard Burger
+ */
+export const KaTeX = () => {
+	let deck;
+
+	let defaultOptions = {
+		version: 'latest',
+		delimiters: [
+			{left: '$$', right: '$$', display: true}, // Note: $$ has to come before $
+			{left: '$', right: '$', display: false},
+			{left: '\\(', right: '\\)', display: false},
+			{left: '\\[', right: '\\]', display: true}
+		],
+		ignoredTags: ['script', 'noscript', 'style', 'textarea', 'pre']
+	}
+
+	const loadCss = src => {
+		let link = document.createElement('link');
+		link.rel = 'stylesheet';
+		link.href = src;
+		document.head.appendChild(link);
+	};
+
+	/**
+	 * Loads a JavaScript file and returns a Promise for when it is loaded
+	 * Credits: https://aaronsmith.online/easily-load-an-external-script-using-javascript/
+	 */
+	const loadScript = src => {
+		return new Promise((resolve, reject) => {
+			const script = document.createElement('script')
+			script.type = 'text/javascript'
+			script.onload = resolve
+			script.onerror = reject
+			script.src = src
+			document.head.append(script)
+		})
+	};
+
+	async function loadScripts(urls) {
+		for(const url of urls) {
+			await loadScript(url);
+		}
+	}
+
+	return {
+		id: 'katex',
+
+		init: function (reveal) {
+
+			deck = reveal;
+
+			let revealOptions = deck.getConfig().katex || {};
+
+			let options = {...defaultOptions, ...revealOptions};
+			const {local, version, extensions, ...katexOptions} = options;
+
+			let baseUrl = options.local || 'https://cdn.jsdelivr.net/npm/katex';
+			let versionString = options.local ? '' : '@' + options.version;
+
+			let cssUrl = baseUrl + versionString + '/dist/katex.min.css';
+			let katexUrl = baseUrl + versionString + '/dist/katex.min.js';
+			let mhchemUrl = baseUrl + versionString + '/dist/contrib/mhchem.min.js'
+			let karUrl = baseUrl + versionString + '/dist/contrib/auto-render.min.js';
+
+			let katexScripts = [katexUrl];
+			if(options.extensions && options.extensions.includes("mhchem")) {
+				katexScripts.push(mhchemUrl);
+			}
+			katexScripts.push(karUrl);
+
+			const renderMath = () => {
+				renderMathInElement(reveal.getSlidesElement(), katexOptions);
+				deck.layout();
+			}
+
+			loadCss(cssUrl);
+
+			// For some reason dynamically loading with defer attribute doesn't result in the expected behavior, the below code does
+			loadScripts(katexScripts).then(() => {
+				if( deck.isReady() ) {
+					renderMath();
+				}
+				else {
+					deck.on( 'ready', renderMath.bind( this ) );
+				}
+			});
+
+		}
+	}
+
+};
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/math/math.esm.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/math/math.esm.js
new file mode 100644
index 0000000000000000000000000000000000000000..55c07a073b80f7411302a7b74c30aee92f9c202e
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/math/math.esm.js
@@ -0,0 +1,6 @@
+const t=()=>{let t,e={messageStyle:"none",tex2jax:{inlineMath:[["$","$"],["\\(","\\)"]],skipTags:["script","noscript","style","textarea","pre"]},skipStartupTypeset:!0};return{id:"mathjax2",init:function(a){t=a;let n=t.getConfig().mathjax2||t.getConfig().math||{},i={...e,...n},s=(i.mathjax||"https://cdn.jsdelivr.net/npm/mathjax@2/MathJax.js")+"?config="+(i.config||"TeX-AMS_HTML-full");i.tex2jax={...e.tex2jax,...n.tex2jax},i.mathjax=i.config=null,function(t,e){let a=document.querySelector("head"),n=document.createElement("script");n.type="text/javascript",n.src=t;let i=()=>{"function"==typeof e&&(e.call(),e=null)};n.onload=i,n.onreadystatechange=()=>{"loaded"===this.readyState&&i()},a.appendChild(n)}(s,(function(){MathJax.Hub.Config(i),MathJax.Hub.Queue(["Typeset",MathJax.Hub,t.getRevealElement()]),MathJax.Hub.Queue(t.layout),t.on("slidechanged",(function(t){MathJax.Hub.Queue(["Typeset",MathJax.Hub,t.currentSlide])}))}))}}},e=t;
+/*!
+ * This plugin is a wrapper for the MathJax2,
+ * MathJax3 and KaTeX typesetter plugins.
+ */
+var a=Plugin=Object.assign(e(),{KaTeX:()=>{let t,e={version:"latest",delimiters:[{left:"$$",right:"$$",display:!0},{left:"$",right:"$",display:!1},{left:"\\(",right:"\\)",display:!1},{left:"\\[",right:"\\]",display:!0}],ignoredTags:["script","noscript","style","textarea","pre"]};const a=t=>new Promise(((e,a)=>{const n=document.createElement("script");n.type="text/javascript",n.onload=e,n.onerror=a,n.src=t,document.head.append(n)}));return{id:"katex",init:function(n){t=n;let i=t.getConfig().katex||{},s={...e,...i};const{local:l,version:o,extensions:r,...c}=s;let d=s.local||"https://cdn.jsdelivr.net/npm/katex",p=s.local?"":"@"+s.version,u=d+p+"/dist/katex.min.css",h=d+p+"/dist/contrib/mhchem.min.js",x=d+p+"/dist/contrib/auto-render.min.js",m=[d+p+"/dist/katex.min.js"];s.extensions&&s.extensions.includes("mhchem")&&m.push(h),m.push(x);const f=()=>{renderMathInElement(n.getSlidesElement(),c),t.layout()};(t=>{let e=document.createElement("link");e.rel="stylesheet",e.href=t,document.head.appendChild(e)})(u),async function(t){for(const e of t)await a(e)}(m).then((()=>{t.isReady()?f():t.on("ready",f.bind(this))}))}}},MathJax2:t,MathJax3:()=>{let t,e={tex:{inlineMath:[["$","$"],["\\(","\\)"]]},options:{skipHtmlTags:["script","noscript","style","textarea","pre"]},startup:{ready:()=>{MathJax.startup.defaultReady(),MathJax.startup.promise.then((()=>{t.layout()}))}}};return{id:"mathjax3",init:function(a){t=a;let n=t.getConfig().mathjax3||{},i={...e,...n};i.tex={...e.tex,...n.tex},i.options={...e.options,...n.options},i.startup={...e.startup,...n.startup};let s=i.mathjax||"https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js";i.mathjax=null,window.MathJax=i,function(t,e){let a=document.createElement("script");a.type="text/javascript",a.id="MathJax-script",a.src=t,a.async=!0,a.onload=()=>{"function"==typeof e&&(e.call(),e=null)},document.head.appendChild(a)}(s,(function(){t.addEventListener("slidechanged",(function(t){MathJax.typeset()}))}))}}}});export{a as default};
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/math/math.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/math/math.js
new file mode 100644
index 0000000000000000000000000000000000000000..ec644bd405fefab061535d569e7b79cbc15ae4fd
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/math/math.js
@@ -0,0 +1 @@
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?module.exports=e():"function"==typeof define&&define.amd?define(e):(t="undefined"!=typeof globalThis?globalThis:t||self).RevealMath=e()}(this,(function(){"use strict";const t=()=>{let t,e={messageStyle:"none",tex2jax:{inlineMath:[["$","$"],["\\(","\\)"]],skipTags:["script","noscript","style","textarea","pre"]},skipStartupTypeset:!0};return{id:"mathjax2",init:function(n){t=n;let a=t.getConfig().mathjax2||t.getConfig().math||{},i={...e,...a},s=(i.mathjax||"https://cdn.jsdelivr.net/npm/mathjax@2/MathJax.js")+"?config="+(i.config||"TeX-AMS_HTML-full");i.tex2jax={...e.tex2jax,...a.tex2jax},i.mathjax=i.config=null,function(t,e){let n=document.querySelector("head"),a=document.createElement("script");a.type="text/javascript",a.src=t;let i=()=>{"function"==typeof e&&(e.call(),e=null)};a.onload=i,a.onreadystatechange=()=>{"loaded"===this.readyState&&i()},n.appendChild(a)}(s,(function(){MathJax.Hub.Config(i),MathJax.Hub.Queue(["Typeset",MathJax.Hub,t.getRevealElement()]),MathJax.Hub.Queue(t.layout),t.on("slidechanged",(function(t){MathJax.Hub.Queue(["Typeset",MathJax.Hub,t.currentSlide])}))}))}}},e=t;return Plugin=Object.assign(e(),{KaTeX:()=>{let t,e={version:"latest",delimiters:[{left:"$$",right:"$$",display:!0},{left:"$",right:"$",display:!1},{left:"\\(",right:"\\)",display:!1},{left:"\\[",right:"\\]",display:!0}],ignoredTags:["script","noscript","style","textarea","pre"]};const n=t=>new Promise(((e,n)=>{const a=document.createElement("script");a.type="text/javascript",a.onload=e,a.onerror=n,a.src=t,document.head.append(a)}));return{id:"katex",init:function(a){t=a;let i=t.getConfig().katex||{},s={...e,...i};const{local:o,version:l,extensions:r,...c}=s;let d=s.local||"https://cdn.jsdelivr.net/npm/katex",u=s.local?"":"@"+s.version,p=d+u+"/dist/katex.min.css",h=d+u+"/dist/contrib/mhchem.min.js",x=d+u+"/dist/contrib/auto-render.min.js",m=[d+u+"/dist/katex.min.js"];s.extensions&&s.extensions.includes("mhchem")&&m.push(h),m.push(x);const f=()=>{renderMathInElement(a.getSlidesElement(),c),t.layout()};(t=>{let e=document.createElement("link");e.rel="stylesheet",e.href=t,document.head.appendChild(e)})(p),async function(t){for(const e of t)await n(e)}(m).then((()=>{t.isReady()?f():t.on("ready",f.bind(this))}))}}},MathJax2:t,MathJax3:()=>{let t,e={tex:{inlineMath:[["$","$"],["\\(","\\)"]]},options:{skipHtmlTags:["script","noscript","style","textarea","pre"]},startup:{ready:()=>{MathJax.startup.defaultReady(),MathJax.startup.promise.then((()=>{t.layout()}))}}};return{id:"mathjax3",init:function(n){t=n;let a=t.getConfig().mathjax3||{},i={...e,...a};i.tex={...e.tex,...a.tex},i.options={...e.options,...a.options},i.startup={...e.startup,...a.startup};let s=i.mathjax||"https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js";i.mathjax=null,window.MathJax=i,function(t,e){let n=document.createElement("script");n.type="text/javascript",n.id="MathJax-script",n.src=t,n.async=!0,n.onload=()=>{"function"==typeof e&&(e.call(),e=null)},document.head.appendChild(n)}(s,(function(){t.addEventListener("slidechanged",(function(t){MathJax.typeset()}))}))}}}})}));
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/math/mathjax2.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/math/mathjax2.js
new file mode 100644
index 0000000000000000000000000000000000000000..daebe7e86b37eca79ba9bee285503194acb4cd6d
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/math/mathjax2.js
@@ -0,0 +1,89 @@
+/**
+ * A plugin which enables rendering of math equations inside
+ * of reveal.js slides. Essentially a thin wrapper for MathJax.
+ *
+ * @author Hakim El Hattab
+ */
+export const MathJax2 = () => {
+
+	// The reveal.js instance this plugin is attached to
+	let deck;
+
+	let defaultOptions = {
+		messageStyle: 'none',
+		tex2jax: {
+			inlineMath: [ [ '$', '$' ], [ '\\(', '\\)' ] ],
+			skipTags: [ 'script', 'noscript', 'style', 'textarea', 'pre' ]
+		},
+		skipStartupTypeset: true
+	};
+
+	function loadScript( url, callback ) {
+
+		let head = document.querySelector( 'head' );
+		let script = document.createElement( 'script' );
+		script.type = 'text/javascript';
+		script.src = url;
+
+		// Wrapper for callback to make sure it only fires once
+		let finish = () => {
+			if( typeof callback === 'function' ) {
+				callback.call();
+				callback = null;
+			}
+		}
+
+		script.onload = finish;
+
+		// IE
+		script.onreadystatechange = () => {
+			if ( this.readyState === 'loaded' ) {
+				finish();
+			}
+		}
+
+		// Normal browsers
+		head.appendChild( script );
+
+	}
+
+	return {
+		id: 'mathjax2',
+
+		init: function( reveal ) {
+
+			deck = reveal;
+
+			let revealOptions = deck.getConfig().mathjax2 || deck.getConfig().math || {};
+
+			let options = { ...defaultOptions, ...revealOptions };
+			let mathjax = options.mathjax || 'https://cdn.jsdelivr.net/npm/mathjax@2/MathJax.js';
+			let config = options.config || 'TeX-AMS_HTML-full';
+			let url = mathjax + '?config=' + config;
+
+			options.tex2jax = { ...defaultOptions.tex2jax, ...revealOptions.tex2jax };
+
+			options.mathjax = options.config = null;
+
+			loadScript( url, function() {
+
+				MathJax.Hub.Config( options );
+
+				// Typeset followed by an immediate reveal.js layout since
+				// the typesetting process could affect slide height
+				MathJax.Hub.Queue( [ 'Typeset', MathJax.Hub, deck.getRevealElement() ] );
+				MathJax.Hub.Queue( deck.layout );
+
+				// Reprocess equations in slides when they turn visible
+				deck.on( 'slidechanged', function( event ) {
+
+					MathJax.Hub.Queue( [ 'Typeset', MathJax.Hub, event.currentSlide ] );
+
+				} );
+
+			} );
+
+		}
+	}
+
+};
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/math/mathjax3.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/math/mathjax3.js
new file mode 100644
index 0000000000000000000000000000000000000000..767129c1c13491f0e2fca398c3412548ab0a3f00
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/math/mathjax3.js
@@ -0,0 +1,77 @@
+/**
+ * A plugin which enables rendering of math equations inside
+ * of reveal.js slides. Essentially a thin wrapper for MathJax 3
+ *
+ * @author Hakim El Hattab
+ * @author Gerhard Burger
+ */
+export const MathJax3 = () => {
+
+    // The reveal.js instance this plugin is attached to
+    let deck;
+
+    let defaultOptions = {
+        tex: {
+            inlineMath: [ [ '$', '$' ], [ '\\(', '\\)' ]  ]
+        },
+        options: {
+            skipHtmlTags: [ 'script', 'noscript', 'style', 'textarea', 'pre' ]
+        },
+        startup: {
+            ready: () => {
+                MathJax.startup.defaultReady();
+                MathJax.startup.promise.then(() => {
+                    deck.layout();
+                });
+            }
+        }
+    };
+
+    function loadScript( url, callback ) {
+
+        let script = document.createElement( 'script' );
+        script.type = "text/javascript"
+        script.id = "MathJax-script"
+        script.src = url;
+        script.async = true
+
+        // Wrapper for callback to make sure it only fires once
+        script.onload = () => {
+            if (typeof callback === 'function') {
+                callback.call();
+                callback = null;
+            }
+        };
+
+        document.head.appendChild( script );
+
+    }
+
+    return {
+        id: 'mathjax3',
+        init: function(reveal) {
+
+            deck = reveal;
+
+            let revealOptions = deck.getConfig().mathjax3 || {};
+            let options = {...defaultOptions, ...revealOptions};
+            options.tex = {...defaultOptions.tex, ...revealOptions.tex}
+            options.options = {...defaultOptions.options, ...revealOptions.options}
+            options.startup = {...defaultOptions.startup, ...revealOptions.startup}
+
+            let url = options.mathjax || 'https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js';
+            options.mathjax = null;
+
+            window.MathJax = options;
+
+            loadScript( url, function() {
+                // Reprocess equations in slides when they turn visible
+                deck.addEventListener( 'slidechanged', function( event ) {
+                    MathJax.typeset();
+                } );
+            } );
+
+        }
+    }
+
+};
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/math/plugin.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/math/plugin.js
new file mode 100644
index 0000000000000000000000000000000000000000..a92ccfb7cdc862f17973d52fd44085256f5f2c29
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/math/plugin.js
@@ -0,0 +1,15 @@
+import {KaTeX} from "./katex";
+import {MathJax2} from "./mathjax2";
+import {MathJax3} from "./mathjax3";
+
+const defaultTypesetter = MathJax2;
+
+/*!
+ * This plugin is a wrapper for the MathJax2,
+ * MathJax3 and KaTeX typesetter plugins.
+ */
+export default Plugin = Object.assign( defaultTypesetter(), {
+	KaTeX,
+	MathJax2,
+	MathJax3
+} );
\ No newline at end of file
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/notes/notes.esm.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/notes/notes.esm.js
new file mode 100644
index 0000000000000000000000000000000000000000..beacbd2ed82d05f0c387f733b62e4ea358042993
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/notes/notes.esm.js
@@ -0,0 +1 @@
+function t(){return{async:!1,baseUrl:null,breaks:!1,extensions:null,gfm:!0,headerIds:!0,headerPrefix:"",highlight:null,hooks:null,langPrefix:"language-",mangle:!0,pedantic:!1,renderer:null,sanitize:!1,sanitizer:null,silent:!1,smartypants:!1,tokenizer:null,walkTokens:null,xhtml:!1}}let e={async:!1,baseUrl:null,breaks:!1,extensions:null,gfm:!0,headerIds:!0,headerPrefix:"",highlight:null,hooks:null,langPrefix:"language-",mangle:!0,pedantic:!1,renderer:null,sanitize:!1,sanitizer:null,silent:!1,smartypants:!1,tokenizer:null,walkTokens:null,xhtml:!1};const n=/[&<>"']/,i=new RegExp(n.source,"g"),s=/[<>"']|&(?!(#\d{1,7}|#[Xx][a-fA-F0-9]{1,6}|\w+);)/,r=new RegExp(s.source,"g"),a={"&":"&amp;","<":"&lt;",">":"&gt;",'"':"&quot;","'":"&#39;"},o=t=>a[t];function l(t,e){if(e){if(n.test(t))return t.replace(i,o)}else if(s.test(t))return t.replace(r,o);return t}const c=/&(#(?:\d+)|(?:#x[0-9A-Fa-f]+)|(?:\w+));?/gi;function p(t){return 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i;this.options.extensions.startBlock.forEach((function(t){i=t.call({lexer:this},n),"number"==typeof i&&i>=0&&(e=Math.min(e,i))})),e<1/0&&e>=0&&(s=t.substring(0,e+1))}if(this.state.top&&(n=this.tokenizer.paragraph(s)))i=e[e.length-1],r&&"paragraph"===i.type?(i.raw+="\n"+n.raw,i.text+="\n"+n.text,this.inlineQueue.pop(),this.inlineQueue[this.inlineQueue.length-1].src=i.text):e.push(n),r=s.length!==t.length,t=t.substring(n.raw.length);else if(n=this.tokenizer.text(t))t=t.substring(n.raw.length),i=e[e.length-1],i&&"text"===i.type?(i.raw+="\n"+n.raw,i.text+="\n"+n.text,this.inlineQueue.pop(),this.inlineQueue[this.inlineQueue.length-1].src=i.text):e.push(n);else if(t){const e="Infinite loop on byte: "+t.charCodeAt(0);if(this.options.silent){console.error(e);break}throw new Error(e)}}return this.state.top=!0,e}inline(t,e=[]){return this.inlineQueue.push({src:t,tokens:e}),e}inlineTokens(t,e=[]){let n,i,s,r,a,o,l=t;if(this.tokens.links){const 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if(n=this.tokenizer.tag(t))t=t.substring(n.raw.length),i=e[e.length-1],i&&"text"===n.type&&"text"===i.type?(i.raw+=n.raw,i.text+=n.text):e.push(n);else if(n=this.tokenizer.link(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.reflink(t,this.tokens.links))t=t.substring(n.raw.length),i=e[e.length-1],i&&"text"===n.type&&"text"===i.type?(i.raw+=n.raw,i.text+=n.text):e.push(n);else if(n=this.tokenizer.emStrong(t,l,o))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.codespan(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.br(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.del(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.autolink(t,A))t=t.substring(n.raw.length),e.push(n);else if(this.state.inLink||!(n=this.tokenizer.url(t,A))){if(s=t,this.options.extensions&&this.options.extensions.startInline){let e=1/0;const n=t.slice(1);let i;this.options.extensions.startInline.forEach((function(t){i=t.call({lexer:this},n),"number"==typeof i&&i>=0&&(e=Math.min(e,i))})),e<1/0&&e>=0&&(s=t.substring(0,e+1))}if(n=this.tokenizer.inlineText(s,E))t=t.substring(n.raw.length),"_"!==n.raw.slice(-1)&&(o=n.raw.slice(-1)),a=!0,i=e[e.length-1],i&&"text"===i.type?(i.raw+=n.raw,i.text+=n.text):e.push(n);else if(t){const e="Infinite loop on byte: "+t.charCodeAt(0);if(this.options.silent){console.error(e);break}throw new Error(e)}}else t=t.substring(n.raw.length),e.push(n);return e}}class L{constructor(t){this.options=t||e}code(t,e,n){const i=(e||"").match(/\S*/)[0];if(this.options.highlight){const e=this.options.highlight(t,i);null!=e&&e!==t&&(n=!0,t=e)}return t=t.replace(/\n$/,"")+"\n",i?'<pre><code class="'+this.options.langPrefix+l(i)+'">'+(n?t:l(t,!0))+"</code></pre>\n":"<pre><code>"+(n?t:l(t,!0))+"</code></pre>\n"}blockquote(t){return`<blockquote>\n${t}</blockquote>\n`}html(t){return t}heading(t,e,n,i){if(this.options.headerIds){return`<h${e} id="${this.options.headerPrefix+i.slug(n)}">${t}</h${e}>\n`}return`<h${e}>${t}</h${e}>\n`}hr(){return this.options.xhtml?"<hr/>\n":"<hr>\n"}list(t,e,n){const i=e?"ol":"ul";return"<"+i+(e&&1!==n?' start="'+n+'"':"")+">\n"+t+"</"+i+">\n"}listitem(t){return`<li>${t}</li>\n`}checkbox(t){return"<input "+(t?'checked="" ':"")+'disabled="" type="checkbox"'+(this.options.xhtml?" /":"")+"> "}paragraph(t){return`<p>${t}</p>\n`}table(t,e){return e&&(e=`<tbody>${e}</tbody>`),"<table>\n<thead>\n"+t+"</thead>\n"+e+"</table>\n"}tablerow(t){return`<tr>\n${t}</tr>\n`}tablecell(t,e){const n=e.header?"th":"td";return(e.align?`<${n} align="${e.align}">`:`<${n}>`)+t+`</${n}>\n`}strong(t){return`<strong>${t}</strong>`}em(t){return`<em>${t}</em>`}codespan(t){return`<code>${t}</code>`}br(){return this.options.xhtml?"<br/>":"<br>"}del(t){return`<del>${t}</del>`}link(t,e,n){if(null===(t=m(this.options.sanitize,this.options.baseUrl,t)))return n;let i='<a 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L,this.renderer=this.options.renderer,this.renderer.options=this.options,this.textRenderer=new I,this.slugger=new M}static parse(t,e){return new C(e).parse(t)}static parseInline(t,e){return new C(e).parseInline(t)}parse(t,e=!0){let n,i,s,r,a,o,l,c,u,d,h,g,m,f,k,w,x,b,y,v="";const S=t.length;for(n=0;n<S;n++)if(d=t[n],this.options.extensions&&this.options.extensions.renderers&&this.options.extensions.renderers[d.type]&&(y=this.options.extensions.renderers[d.type].call({parser:this},d),!1!==y||!["space","hr","heading","code","table","blockquote","list","html","paragraph","text"].includes(d.type)))v+=y||"";else 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100%;\n\t\t\t\theight: 100%;\n\t\t\t\tborder: 1px solid #ddd;\n\t\t\t}\n\n\t\t\t#current-slide .label,\n\t\t\t#upcoming-slide .label {\n\t\t\t\tposition: absolute;\n\t\t\t\ttop: 10px;\n\t\t\t\tleft: 10px;\n\t\t\t\tz-index: 2;\n\t\t\t}\n\n\t\t\t#connection-status {\n\t\t\t\tposition: absolute;\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 0;\n\t\t\t\twidth: 100%;\n\t\t\t\theight: 100%;\n\t\t\t\tz-index: 20;\n\t\t\t\tpadding: 30% 20% 20% 20%;\n\t\t\t\tfont-size: 18px;\n\t\t\t\tcolor: #222;\n\t\t\t\tbackground: #fff;\n\t\t\t\ttext-align: center;\n\t\t\t\tbox-sizing: border-box;\n\t\t\t\tline-height: 1.4;\n\t\t\t}\n\n\t\t\t.overlay-element {\n\t\t\t\theight: 34px;\n\t\t\t\tline-height: 34px;\n\t\t\t\tpadding: 0 10px;\n\t\t\t\ttext-shadow: none;\n\t\t\t\tbackground: rgba( 220, 220, 220, 0.8 );\n\t\t\t\tcolor: #222;\n\t\t\t\tfont-size: 14px;\n\t\t\t}\n\n\t\t\t.overlay-element.interactive:hover {\n\t\t\t\tbackground: rgba( 220, 220, 220, 1 );\n\t\t\t}\n\n\t\t\t#current-slide {\n\t\t\t\tposition: absolute;\n\t\t\t\twidth: 60%;\n\t\t\t\theight: 100%;\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 0;\n\t\t\t\tpadding-right: 0;\n\t\t\t}\n\n\t\t\t#upcoming-slide {\n\t\t\t\tposition: absolute;\n\t\t\t\twidth: 40%;\n\t\t\t\theight: 40%;\n\t\t\t\tright: 0;\n\t\t\t\ttop: 0;\n\t\t\t}\n\n\t\t\t/* Speaker controls */\n\t\t\t#speaker-controls {\n\t\t\t\tposition: absolute;\n\t\t\t\ttop: 40%;\n\t\t\t\tright: 0;\n\t\t\t\twidth: 40%;\n\t\t\t\theight: 60%;\n\t\t\t\toverflow: auto;\n\t\t\t\tfont-size: 18px;\n\t\t\t}\n\n\t\t\t\t.speaker-controls-time.hidden,\n\t\t\t\t.speaker-controls-notes.hidden {\n\t\t\t\t\tdisplay: none;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .label,\n\t\t\t\t.speaker-controls-pace .label,\n\t\t\t\t.speaker-controls-notes .label {\n\t\t\t\t\ttext-transform: uppercase;\n\t\t\t\t\tfont-weight: normal;\n\t\t\t\t\tfont-size: 0.66em;\n\t\t\t\t\tcolor: #666;\n\t\t\t\t\tmargin: 0;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time, .speaker-controls-pace {\n\t\t\t\t\tborder-bottom: 1px solid rgba( 200, 200, 200, 0.5 );\n\t\t\t\t\tmargin-bottom: 10px;\n\t\t\t\t\tpadding: 10px 16px;\n\t\t\t\t\tpadding-bottom: 20px;\n\t\t\t\t\tcursor: pointer;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .reset-button {\n\t\t\t\t\topacity: 0;\n\t\t\t\t\tfloat: right;\n\t\t\t\t\tcolor: #666;\n\t\t\t\t\ttext-decoration: none;\n\t\t\t\t}\n\t\t\t\t.speaker-controls-time:hover .reset-button {\n\t\t\t\t\topacity: 1;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .timer,\n\t\t\t\t.speaker-controls-time .clock {\n\t\t\t\t\twidth: 50%;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .timer,\n\t\t\t\t.speaker-controls-time .clock,\n\t\t\t\t.speaker-controls-time .pacing .hours-value,\n\t\t\t\t.speaker-controls-time .pacing .minutes-value,\n\t\t\t\t.speaker-controls-time .pacing .seconds-value {\n\t\t\t\t\tfont-size: 1.9em;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .timer {\n\t\t\t\t\tfloat: left;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .clock {\n\t\t\t\t\tfloat: right;\n\t\t\t\t\ttext-align: right;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time span.mute {\n\t\t\t\t\topacity: 0.3;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .pacing-title {\n\t\t\t\t\tmargin-top: 5px;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .pacing.ahead {\n\t\t\t\t\tcolor: blue;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .pacing.on-track {\n\t\t\t\t\tcolor: green;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .pacing.behind {\n\t\t\t\t\tcolor: red;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-notes {\n\t\t\t\t\tpadding: 10px 16px;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-notes .value {\n\t\t\t\t\tmargin-top: 5px;\n\t\t\t\t\tline-height: 1.4;\n\t\t\t\t\tfont-size: 1.2em;\n\t\t\t\t}\n\n\t\t\t/* Layout selector */\n\t\t\t#speaker-layout {\n\t\t\t\tposition: absolute;\n\t\t\t\ttop: 10px;\n\t\t\t\tright: 10px;\n\t\t\t\tcolor: #222;\n\t\t\t\tz-index: 10;\n\t\t\t}\n\t\t\t\t#speaker-layout select {\n\t\t\t\t\tposition: absolute;\n\t\t\t\t\twidth: 100%;\n\t\t\t\t\theight: 100%;\n\t\t\t\t\ttop: 0;\n\t\t\t\t\tleft: 0;\n\t\t\t\t\tborder: 0;\n\t\t\t\t\tbox-shadow: 0;\n\t\t\t\t\tcursor: pointer;\n\t\t\t\t\topacity: 0;\n\n\t\t\t\t\tfont-size: 1em;\n\t\t\t\t\tbackground-color: transparent;\n\n\t\t\t\t\t-moz-appearance: none;\n\t\t\t\t\t-webkit-appearance: none;\n\t\t\t\t\t-webkit-tap-highlight-color: rgba(0, 0, 0, 0);\n\t\t\t\t}\n\n\t\t\t\t#speaker-layout select:focus {\n\t\t\t\t\toutline: none;\n\t\t\t\t\tbox-shadow: none;\n\t\t\t\t}\n\n\t\t\t.clear {\n\t\t\t\tclear: both;\n\t\t\t}\n\n\t\t\t/* Speaker layout: Wide */\n\t\t\tbody[data-speaker-layout=\"wide\"] #current-slide,\n\t\t\tbody[data-speaker-layout=\"wide\"] #upcoming-slide {\n\t\t\t\twidth: 50%;\n\t\t\t\theight: 45%;\n\t\t\t\tpadding: 6px;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"wide\"] #current-slide {\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 0;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"wide\"] #upcoming-slide {\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 50%;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"wide\"] #speaker-controls {\n\t\t\t\ttop: 45%;\n\t\t\t\tleft: 0;\n\t\t\t\twidth: 100%;\n\t\t\t\theight: 50%;\n\t\t\t\tfont-size: 1.25em;\n\t\t\t}\n\n\t\t\t/* Speaker layout: Tall */\n\t\t\tbody[data-speaker-layout=\"tall\"] #current-slide,\n\t\t\tbody[data-speaker-layout=\"tall\"] #upcoming-slide {\n\t\t\t\twidth: 45%;\n\t\t\t\theight: 50%;\n\t\t\t\tpadding: 6px;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"tall\"] #current-slide {\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 0;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"tall\"] #upcoming-slide {\n\t\t\t\ttop: 50%;\n\t\t\t\tleft: 0;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"tall\"] #speaker-controls {\n\t\t\t\tpadding-top: 40px;\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 45%;\n\t\t\t\twidth: 55%;\n\t\t\t\theight: 100%;\n\t\t\t\tfont-size: 1.25em;\n\t\t\t}\n\n\t\t\t/* Speaker layout: Notes only */\n\t\t\tbody[data-speaker-layout=\"notes-only\"] #current-slide,\n\t\t\tbody[data-speaker-layout=\"notes-only\"] #upcoming-slide {\n\t\t\t\tdisplay: none;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"notes-only\"] #speaker-controls {\n\t\t\t\tpadding-top: 40px;\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 0;\n\t\t\t\twidth: 100%;\n\t\t\t\theight: 100%;\n\t\t\t\tfont-size: 1.25em;\n\t\t\t}\n\n\t\t\t@media screen and (max-width: 1080px) {\n\t\t\t\tbody[data-speaker-layout=\"default\"] #speaker-controls {\n\t\t\t\t\tfont-size: 16px;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t@media screen and (max-width: 900px) {\n\t\t\t\tbody[data-speaker-layout=\"default\"] #speaker-controls {\n\t\t\t\t\tfont-size: 14px;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t@media screen and (max-width: 800px) {\n\t\t\t\tbody[data-speaker-layout=\"default\"] #speaker-controls {\n\t\t\t\t\tfont-size: 12px;\n\t\t\t\t}\n\t\t\t}\n\n\t\t</style>\n\t</head>\n\n\t<body>\n\n\t\t<div id=\"connection-status\">Loading speaker view...</div>\n\n\t\t<div id=\"current-slide\"></div>\n\t\t<div id=\"upcoming-slide\"><span class=\"overlay-element label\">Upcoming</span></div>\n\t\t<div id=\"speaker-controls\">\n\t\t\t<div class=\"speaker-controls-time\">\n\t\t\t\t<h4 class=\"label\">Time <span class=\"reset-button\">Click to Reset</span></h4>\n\t\t\t\t<div class=\"clock\">\n\t\t\t\t\t<span class=\"clock-value\">0:00 AM</span>\n\t\t\t\t</div>\n\t\t\t\t<div class=\"timer\">\n\t\t\t\t\t<span class=\"hours-value\">00</span><span class=\"minutes-value\">:00</span><span class=\"seconds-value\">:00</span>\n\t\t\t\t</div>\n\t\t\t\t<div class=\"clear\"></div>\n\n\t\t\t\t<h4 class=\"label pacing-title\" style=\"display: none\">Pacing – Time to finish current slide</h4>\n\t\t\t\t<div class=\"pacing\" style=\"display: none\">\n\t\t\t\t\t<span class=\"hours-value\">00</span><span class=\"minutes-value\">:00</span><span class=\"seconds-value\">:00</span>\n\t\t\t\t</div>\n\t\t\t</div>\n\n\t\t\t<div class=\"speaker-controls-notes hidden\">\n\t\t\t\t<h4 class=\"label\">Notes</h4>\n\t\t\t\t<div class=\"value\"></div>\n\t\t\t</div>\n\t\t</div>\n\t\t<div id=\"speaker-layout\" class=\"overlay-element interactive\">\n\t\t\t<span class=\"speaker-layout-label\"></span>\n\t\t\t<select class=\"speaker-layout-dropdown\"></select>\n\t\t</div>\n\n\t\t<script>\n\n\t\t\t(function() {\n\n\t\t\t\tvar notes,\n\t\t\t\t\tnotesValue,\n\t\t\t\t\tcurrentState,\n\t\t\t\t\tcurrentSlide,\n\t\t\t\t\tupcomingSlide,\n\t\t\t\t\tlayoutLabel,\n\t\t\t\t\tlayoutDropdown,\n\t\t\t\t\tpendingCalls = {},\n\t\t\t\t\tlastRevealApiCallId = 0,\n\t\t\t\t\tconnected = false\n\n\t\t\t\tvar connectionStatus = document.querySelector( '#connection-status' );\n\n\t\t\t\tvar SPEAKER_LAYOUTS = {\n\t\t\t\t\t'default': 'Default',\n\t\t\t\t\t'wide': 'Wide',\n\t\t\t\t\t'tall': 'Tall',\n\t\t\t\t\t'notes-only': 'Notes only'\n\t\t\t\t};\n\n\t\t\t\tsetupLayout();\n\n\t\t\t\tlet openerOrigin;\n\n\t\t\t\ttry {\n\t\t\t\t\topenerOrigin = window.opener.location.origin;\n\t\t\t\t}\n\t\t\t\tcatch ( error ) { console.warn( error ) }\n\n\t\t\t\t// In order to prevent XSS, the speaker view will only run if its\n\t\t\t\t// opener has the same origin as itself\n\t\t\t\tif( window.location.origin !== openerOrigin ) {\n\t\t\t\t\tconnectionStatus.innerHTML = 'Cross origin error.<br>The speaker window can only be opened from the same origin.';\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\tvar connectionTimeout = setTimeout( function() {\n\t\t\t\t\tconnectionStatus.innerHTML = 'Error connecting to main window.<br>Please try closing and reopening the speaker view.';\n\t\t\t\t}, 5000 );\n\n\t\t\t\twindow.addEventListener( 'message', function( event ) {\n\n\t\t\t\t\t// Validate the origin of all messages to avoid parsing messages\n\t\t\t\t\t// that aren't meant for us. Ignore when running off file:// so\n\t\t\t\t\t// that the speaker view continues to work without a web server.\n\t\t\t\t\tif( window.location.origin !== event.origin && window.location.origin !== 'file://' ) {\n\t\t\t\t\t\treturn\n\t\t\t\t\t}\n\n\t\t\t\t\tclearTimeout( connectionTimeout );\n\t\t\t\t\tconnectionStatus.style.display = 'none';\n\n\t\t\t\t\tvar data = JSON.parse( event.data );\n\n\t\t\t\t\t// The overview mode is only useful to the reveal.js instance\n\t\t\t\t\t// where navigation occurs so we don't sync it\n\t\t\t\t\tif( data.state ) delete data.state.overview;\n\n\t\t\t\t\t// Messages sent by the notes plugin inside of the main window\n\t\t\t\t\tif( data && data.namespace === 'reveal-notes' ) {\n\t\t\t\t\t\tif( data.type === 'connect' ) {\n\t\t\t\t\t\t\thandleConnectMessage( data );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse if( data.type === 'state' ) {\n\t\t\t\t\t\t\thandleStateMessage( data );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse if( data.type === 'return' ) {\n\t\t\t\t\t\t\tpendingCalls[data.callId](data.result);\n\t\t\t\t\t\t\tdelete pendingCalls[data.callId];\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\t// Messages sent by the reveal.js inside of the current slide preview\n\t\t\t\t\telse if( data && data.namespace === 'reveal' ) {\n\t\t\t\t\t\tif( /ready/.test( data.eventName ) ) {\n\t\t\t\t\t\t\t// Send a message back to notify that the handshake is complete\n\t\t\t\t\t\t\twindow.opener.postMessage( JSON.stringify({ namespace: 'reveal-notes', type: 'connected'} ), '*' );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse if( /slidechanged|fragmentshown|fragmenthidden|paused|resumed/.test( data.eventName ) && currentState !== JSON.stringify( data.state ) ) {\n\n\t\t\t\t\t\t\tdispatchStateToMainWindow( data.state );\n\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\n\t\t\t\t} );\n\n\t\t\t\t/**\n\t\t\t\t * Updates the presentation in the main window to match the state\n\t\t\t\t * of the presentation in the notes window.\n\t\t\t\t */\n\t\t\t\tconst dispatchStateToMainWindow = debounce(( state ) => {\n\t\t\t\t\twindow.opener.postMessage( JSON.stringify({ method: 'setState', args: [ state ]} ), '*' );\n\t\t\t\t}, 500);\n\n\t\t\t\t/**\n\t\t\t\t * Asynchronously calls the Reveal.js API of the main frame.\n\t\t\t\t */\n\t\t\t\tfunction callRevealApi( methodName, methodArguments, callback ) {\n\n\t\t\t\t\tvar callId = ++lastRevealApiCallId;\n\t\t\t\t\tpendingCalls[callId] = callback;\n\t\t\t\t\twindow.opener.postMessage( JSON.stringify( {\n\t\t\t\t\t\tnamespace: 'reveal-notes',\n\t\t\t\t\t\ttype: 'call',\n\t\t\t\t\t\tcallId: callId,\n\t\t\t\t\t\tmethodName: methodName,\n\t\t\t\t\t\targuments: methodArguments\n\t\t\t\t\t} ), '*' );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Called when the main window is trying to establish a\n\t\t\t\t * connection.\n\t\t\t\t */\n\t\t\t\tfunction handleConnectMessage( data ) {\n\n\t\t\t\t\tif( connected === false ) {\n\t\t\t\t\t\tconnected = true;\n\n\t\t\t\t\t\tsetupIframes( data );\n\t\t\t\t\t\tsetupKeyboard();\n\t\t\t\t\t\tsetupNotes();\n\t\t\t\t\t\tsetupTimer();\n\t\t\t\t\t\tsetupHeartbeat();\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Called when the main window sends an updated state.\n\t\t\t\t */\n\t\t\t\tfunction handleStateMessage( data ) {\n\n\t\t\t\t\t// Store the most recently set state to avoid circular loops\n\t\t\t\t\t// applying the same state\n\t\t\t\t\tcurrentState = JSON.stringify( data.state );\n\n\t\t\t\t\t// No need for updating the notes in case of fragment changes\n\t\t\t\t\tif ( data.notes ) {\n\t\t\t\t\t\tnotes.classList.remove( 'hidden' );\n\t\t\t\t\t\tnotesValue.style.whiteSpace = data.whitespace;\n\t\t\t\t\t\tif( data.markdown ) {\n\t\t\t\t\t\t\tnotesValue.innerHTML = marked( data.notes );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tnotesValue.innerHTML = data.notes;\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tnotes.classList.add( 'hidden' );\n\t\t\t\t\t}\n\n\t\t\t\t\t// Update the note slides\n\t\t\t\t\tcurrentSlide.contentWindow.postMessage( JSON.stringify({ method: 'setState', args: [ data.state ] }), '*' );\n\t\t\t\t\tupcomingSlide.contentWindow.postMessage( JSON.stringify({ method: 'setState', args: [ data.state ] }), '*' );\n\t\t\t\t\tupcomingSlide.contentWindow.postMessage( JSON.stringify({ method: 'next' }), '*' );\n\n\t\t\t\t}\n\n\t\t\t\t// Limit to max one state update per X ms\n\t\t\t\thandleStateMessage = debounce( handleStateMessage, 200 );\n\n\t\t\t\t/**\n\t\t\t\t * Forward keyboard events to the current slide window.\n\t\t\t\t * This enables keyboard events to work even if focus\n\t\t\t\t * isn't set on the current slide iframe.\n\t\t\t\t *\n\t\t\t\t * Block F5 default handling, it reloads and disconnects\n\t\t\t\t * the speaker notes window.\n\t\t\t\t */\n\t\t\t\tfunction setupKeyboard() {\n\n\t\t\t\t\tdocument.addEventListener( 'keydown', function( event ) {\n\t\t\t\t\t\tif( event.keyCode === 116 || ( event.metaKey && event.keyCode === 82 ) ) {\n\t\t\t\t\t\t\tevent.preventDefault();\n\t\t\t\t\t\t\treturn false;\n\t\t\t\t\t\t}\n\t\t\t\t\t\tcurrentSlide.contentWindow.postMessage( JSON.stringify({ method: 'triggerKey', args: [ event.keyCode ] }), '*' );\n\t\t\t\t\t} );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Creates the preview iframes.\n\t\t\t\t */\n\t\t\t\tfunction setupIframes( data ) {\n\n\t\t\t\t\tvar params = [\n\t\t\t\t\t\t'receiver',\n\t\t\t\t\t\t'progress=false',\n\t\t\t\t\t\t'history=false',\n\t\t\t\t\t\t'transition=none',\n\t\t\t\t\t\t'autoSlide=0',\n\t\t\t\t\t\t'backgroundTransition=none'\n\t\t\t\t\t].join( '&' );\n\n\t\t\t\t\tvar urlSeparator = /\\?/.test(data.url) ? '&' : '?';\n\t\t\t\t\tvar hash = '#/' + data.state.indexh + '/' + data.state.indexv;\n\t\t\t\t\tvar currentURL = data.url + urlSeparator + params + '&scrollActivationWidth=false&postMessageEvents=true' + hash;\n\t\t\t\t\tvar upcomingURL = data.url + urlSeparator + params + '&scrollActivationWidth=false&controls=false' + hash;\n\n\t\t\t\t\tcurrentSlide = document.createElement( 'iframe' );\n\t\t\t\t\tcurrentSlide.setAttribute( 'width', 1280 );\n\t\t\t\t\tcurrentSlide.setAttribute( 'height', 1024 );\n\t\t\t\t\tcurrentSlide.setAttribute( 'src', currentURL );\n\t\t\t\t\tdocument.querySelector( '#current-slide' ).appendChild( currentSlide );\n\n\t\t\t\t\tupcomingSlide = document.createElement( 'iframe' );\n\t\t\t\t\tupcomingSlide.setAttribute( 'width', 640 );\n\t\t\t\t\tupcomingSlide.setAttribute( 'height', 512 );\n\t\t\t\t\tupcomingSlide.setAttribute( 'src', upcomingURL );\n\t\t\t\t\tdocument.querySelector( '#upcoming-slide' ).appendChild( upcomingSlide );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Setup the notes UI.\n\t\t\t\t */\n\t\t\t\tfunction setupNotes() {\n\n\t\t\t\t\tnotes = document.querySelector( '.speaker-controls-notes' );\n\t\t\t\t\tnotesValue = document.querySelector( '.speaker-controls-notes .value' );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * We send out a heartbeat at all times to ensure we can\n\t\t\t\t * reconnect with the main presentation window after reloads.\n\t\t\t\t */\n\t\t\t\tfunction setupHeartbeat() {\n\n\t\t\t\t\tsetInterval( () => {\n\t\t\t\t\t\twindow.opener.postMessage( JSON.stringify({ namespace: 'reveal-notes', type: 'heartbeat'} ), '*' );\n\t\t\t\t\t}, 1000 );\n\n\t\t\t\t}\n\n\t\t\t\tfunction getTimings( callback ) {\n\n\t\t\t\t\tcallRevealApi( 'getSlidesAttributes', [], function ( slideAttributes ) {\n\t\t\t\t\t\tcallRevealApi( 'getConfig', [], function ( config ) {\n\t\t\t\t\t\t\tvar totalTime = config.totalTime;\n\t\t\t\t\t\t\tvar minTimePerSlide = config.minimumTimePerSlide || 0;\n\t\t\t\t\t\t\tvar defaultTiming = config.defaultTiming;\n\t\t\t\t\t\t\tif ((defaultTiming == null) && (totalTime == null)) {\n\t\t\t\t\t\t\t\tcallback(null);\n\t\t\t\t\t\t\t\treturn;\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t// Setting totalTime overrides defaultTiming\n\t\t\t\t\t\t\tif (totalTime) {\n\t\t\t\t\t\t\t\tdefaultTiming = 0;\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\tvar timings = [];\n\t\t\t\t\t\t\tfor ( var i in slideAttributes ) {\n\t\t\t\t\t\t\t\tvar slide = slideAttributes[ i ];\n\t\t\t\t\t\t\t\tvar timing = defaultTiming;\n\t\t\t\t\t\t\t\tif( slide.hasOwnProperty( 'data-timing' )) {\n\t\t\t\t\t\t\t\t\tvar t = slide[ 'data-timing' ];\n\t\t\t\t\t\t\t\t\ttiming = parseInt(t);\n\t\t\t\t\t\t\t\t\tif( isNaN(timing) ) {\n\t\t\t\t\t\t\t\t\t\tconsole.warn(\"Could not parse timing '\" + t + \"' of slide \" + i + \"; using default of \" + defaultTiming);\n\t\t\t\t\t\t\t\t\t\ttiming = defaultTiming;\n\t\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\ttimings.push(timing);\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\tif ( totalTime ) {\n\t\t\t\t\t\t\t\t// After we've allocated time to individual slides, we summarize it and\n\t\t\t\t\t\t\t\t// subtract it from the total time\n\t\t\t\t\t\t\t\tvar remainingTime = totalTime - timings.reduce( function(a, b) { return a + b; }, 0 );\n\t\t\t\t\t\t\t\t// The remaining time is divided by the number of slides that have 0 seconds\n\t\t\t\t\t\t\t\t// allocated at the moment, giving the average time-per-slide on the remaining slides\n\t\t\t\t\t\t\t\tvar remainingSlides = (timings.filter( function(x) { return x == 0 }) ).length\n\t\t\t\t\t\t\t\tvar timePerSlide = Math.round( remainingTime / remainingSlides, 0 )\n\t\t\t\t\t\t\t\t// And now we replace every zero-value timing with that average\n\t\t\t\t\t\t\t\ttimings = timings.map( function(x) { return (x==0 ? timePerSlide : x) } );\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\tvar slidesUnderMinimum = timings.filter( function(x) { return (x < minTimePerSlide) } ).length\n\t\t\t\t\t\t\tif ( slidesUnderMinimum ) {\n\t\t\t\t\t\t\t\tmessage = \"The pacing time for \" + slidesUnderMinimum + \" slide(s) is under the configured minimum of \" + minTimePerSlide + \" seconds. Check the data-timing attribute on individual slides, or consider increasing the totalTime or minimumTimePerSlide configuration options (or removing some slides).\";\n\t\t\t\t\t\t\t\talert(message);\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\tcallback( timings );\n\t\t\t\t\t\t} );\n\t\t\t\t\t} );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Return the number of seconds allocated for presenting\n\t\t\t\t * all slides up to and including this one.\n\t\t\t\t */\n\t\t\t\tfunction getTimeAllocated( timings, callback ) {\n\n\t\t\t\t\tcallRevealApi( 'getSlidePastCount', [], function ( currentSlide ) {\n\t\t\t\t\t\tvar allocated = 0;\n\t\t\t\t\t\tfor (var i in timings.slice(0, currentSlide + 1)) {\n\t\t\t\t\t\t\tallocated += timings[i];\n\t\t\t\t\t\t}\n\t\t\t\t\t\tcallback( allocated );\n\t\t\t\t\t} );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Create the timer and clock and start updating them\n\t\t\t\t * at an interval.\n\t\t\t\t */\n\t\t\t\tfunction setupTimer() {\n\n\t\t\t\t\tvar start = new Date(),\n\t\t\t\t\ttimeEl = document.querySelector( '.speaker-controls-time' ),\n\t\t\t\t\tclockEl = timeEl.querySelector( '.clock-value' ),\n\t\t\t\t\thoursEl = timeEl.querySelector( '.hours-value' ),\n\t\t\t\t\tminutesEl = timeEl.querySelector( '.minutes-value' ),\n\t\t\t\t\tsecondsEl = timeEl.querySelector( '.seconds-value' ),\n\t\t\t\t\tpacingTitleEl = timeEl.querySelector( '.pacing-title' ),\n\t\t\t\t\tpacingEl = timeEl.querySelector( '.pacing' ),\n\t\t\t\t\tpacingHoursEl = pacingEl.querySelector( '.hours-value' ),\n\t\t\t\t\tpacingMinutesEl = pacingEl.querySelector( '.minutes-value' ),\n\t\t\t\t\tpacingSecondsEl = pacingEl.querySelector( '.seconds-value' );\n\n\t\t\t\t\tvar timings = null;\n\t\t\t\t\tgetTimings( function ( _timings ) {\n\n\t\t\t\t\t\ttimings = _timings;\n\t\t\t\t\t\tif (_timings !== null) {\n\t\t\t\t\t\t\tpacingTitleEl.style.removeProperty('display');\n\t\t\t\t\t\t\tpacingEl.style.removeProperty('display');\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\t// Update once directly\n\t\t\t\t\t\t_updateTimer();\n\n\t\t\t\t\t\t// Then update every second\n\t\t\t\t\t\tsetInterval( _updateTimer, 1000 );\n\n\t\t\t\t\t} );\n\n\n\t\t\t\t\tfunction _resetTimer() {\n\n\t\t\t\t\t\tif (timings == null) {\n\t\t\t\t\t\t\tstart = new Date();\n\t\t\t\t\t\t\t_updateTimer();\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\t// Reset timer to beginning of current slide\n\t\t\t\t\t\t\tgetTimeAllocated( timings, function ( slideEndTimingSeconds ) {\n\t\t\t\t\t\t\t\tvar slideEndTiming = slideEndTimingSeconds * 1000;\n\t\t\t\t\t\t\t\tcallRevealApi( 'getSlidePastCount', [], function ( currentSlide ) {\n\t\t\t\t\t\t\t\t\tvar currentSlideTiming = timings[currentSlide] * 1000;\n\t\t\t\t\t\t\t\t\tvar previousSlidesTiming = slideEndTiming - currentSlideTiming;\n\t\t\t\t\t\t\t\t\tvar now = new Date();\n\t\t\t\t\t\t\t\t\tstart = new Date(now.getTime() - previousSlidesTiming);\n\t\t\t\t\t\t\t\t\t_updateTimer();\n\t\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t}\n\n\t\t\t\t\ttimeEl.addEventListener( 'click', function() {\n\t\t\t\t\t\t_resetTimer();\n\t\t\t\t\t\treturn false;\n\t\t\t\t\t} );\n\n\t\t\t\t\tfunction _displayTime( hrEl, minEl, secEl, time) {\n\n\t\t\t\t\t\tvar sign = Math.sign(time) == -1 ? \"-\" : \"\";\n\t\t\t\t\t\ttime = Math.abs(Math.round(time / 1000));\n\t\t\t\t\t\tvar seconds = time % 60;\n\t\t\t\t\t\tvar minutes = Math.floor( time / 60 ) % 60 ;\n\t\t\t\t\t\tvar hours = Math.floor( time / ( 60 * 60 )) ;\n\t\t\t\t\t\thrEl.innerHTML = sign + zeroPadInteger( hours );\n\t\t\t\t\t\tif (hours == 0) {\n\t\t\t\t\t\t\thrEl.classList.add( 'mute' );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\thrEl.classList.remove( 'mute' );\n\t\t\t\t\t\t}\n\t\t\t\t\t\tminEl.innerHTML = ':' + zeroPadInteger( minutes );\n\t\t\t\t\t\tif (hours == 0 && minutes == 0) {\n\t\t\t\t\t\t\tminEl.classList.add( 'mute' );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tminEl.classList.remove( 'mute' );\n\t\t\t\t\t\t}\n\t\t\t\t\t\tsecEl.innerHTML = ':' + zeroPadInteger( seconds );\n\t\t\t\t\t}\n\n\t\t\t\t\tfunction _updateTimer() {\n\n\t\t\t\t\t\tvar diff, hours, minutes, seconds,\n\t\t\t\t\t\tnow = new Date();\n\n\t\t\t\t\t\tdiff = now.getTime() - start.getTime();\n\n\t\t\t\t\t\tclockEl.innerHTML = now.toLocaleTimeString( 'en-US', { hour12: true, hour: '2-digit', minute:'2-digit' } );\n\t\t\t\t\t\t_displayTime( hoursEl, minutesEl, secondsEl, diff );\n\t\t\t\t\t\tif (timings !== null) {\n\t\t\t\t\t\t\t_updatePacing(diff);\n\t\t\t\t\t\t}\n\n\t\t\t\t\t}\n\n\t\t\t\t\tfunction _updatePacing(diff) {\n\n\t\t\t\t\t\tgetTimeAllocated( timings, function ( slideEndTimingSeconds ) {\n\t\t\t\t\t\t\tvar slideEndTiming = slideEndTimingSeconds * 1000;\n\n\t\t\t\t\t\t\tcallRevealApi( 'getSlidePastCount', [], function ( currentSlide ) {\n\t\t\t\t\t\t\t\tvar currentSlideTiming = timings[currentSlide] * 1000;\n\t\t\t\t\t\t\t\tvar timeLeftCurrentSlide = slideEndTiming - diff;\n\t\t\t\t\t\t\t\tif (timeLeftCurrentSlide < 0) {\n\t\t\t\t\t\t\t\t\tpacingEl.className = 'pacing behind';\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\telse if (timeLeftCurrentSlide < currentSlideTiming) {\n\t\t\t\t\t\t\t\t\tpacingEl.className = 'pacing on-track';\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\telse {\n\t\t\t\t\t\t\t\t\tpacingEl.className = 'pacing ahead';\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\t_displayTime( pacingHoursEl, pacingMinutesEl, pacingSecondsEl, timeLeftCurrentSlide );\n\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t} );\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Sets up the speaker view layout and layout selector.\n\t\t\t\t */\n\t\t\t\tfunction setupLayout() {\n\n\t\t\t\t\tlayoutDropdown = document.querySelector( '.speaker-layout-dropdown' );\n\t\t\t\t\tlayoutLabel = document.querySelector( '.speaker-layout-label' );\n\n\t\t\t\t\t// Render the list of available layouts\n\t\t\t\t\tfor( var id in SPEAKER_LAYOUTS ) {\n\t\t\t\t\t\tvar option = document.createElement( 'option' );\n\t\t\t\t\t\toption.setAttribute( 'value', id );\n\t\t\t\t\t\toption.textContent = SPEAKER_LAYOUTS[ id ];\n\t\t\t\t\t\tlayoutDropdown.appendChild( option );\n\t\t\t\t\t}\n\n\t\t\t\t\t// Monitor the dropdown for changes\n\t\t\t\t\tlayoutDropdown.addEventListener( 'change', function( event ) {\n\n\t\t\t\t\t\tsetLayout( layoutDropdown.value );\n\n\t\t\t\t\t}, false );\n\n\t\t\t\t\t// Restore any currently persisted layout\n\t\t\t\t\tsetLayout( getLayout() );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Sets a new speaker view layout. The layout is persisted\n\t\t\t\t * in local storage.\n\t\t\t\t */\n\t\t\t\tfunction setLayout( value ) {\n\n\t\t\t\t\tvar title = SPEAKER_LAYOUTS[ value ];\n\n\t\t\t\t\tlayoutLabel.innerHTML = 'Layout' + ( title ? ( ': ' + title ) : '' );\n\t\t\t\t\tlayoutDropdown.value = value;\n\n\t\t\t\t\tdocument.body.setAttribute( 'data-speaker-layout', value );\n\n\t\t\t\t\t// Persist locally\n\t\t\t\t\tif( supportsLocalStorage() ) {\n\t\t\t\t\t\twindow.localStorage.setItem( 'reveal-speaker-layout', value );\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Returns the ID of the most recently set speaker layout\n\t\t\t\t * or our default layout if none has been set.\n\t\t\t\t */\n\t\t\t\tfunction getLayout() {\n\n\t\t\t\t\tif( supportsLocalStorage() ) {\n\t\t\t\t\t\tvar layout = window.localStorage.getItem( 'reveal-speaker-layout' );\n\t\t\t\t\t\tif( layout ) {\n\t\t\t\t\t\t\treturn layout;\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\n\t\t\t\t\t// Default to the first record in the layouts hash\n\t\t\t\t\tfor( var id in SPEAKER_LAYOUTS ) {\n\t\t\t\t\t\treturn id;\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\tfunction supportsLocalStorage() {\n\n\t\t\t\t\ttry {\n\t\t\t\t\t\tlocalStorage.setItem('test', 'test');\n\t\t\t\t\t\tlocalStorage.removeItem('test');\n\t\t\t\t\t\treturn true;\n\t\t\t\t\t}\n\t\t\t\t\tcatch( e ) {\n\t\t\t\t\t\treturn false;\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\tfunction zeroPadInteger( num ) {\n\n\t\t\t\t\tvar str = '00' + parseInt( num );\n\t\t\t\t\treturn str.substring( str.length - 2 );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Limits the frequency at which a function can be called.\n\t\t\t\t */\n\t\t\t\tfunction debounce( fn, ms ) {\n\n\t\t\t\t\tvar lastTime = 0,\n\t\t\t\t\t\ttimeout;\n\n\t\t\t\t\treturn function() {\n\n\t\t\t\t\t\tvar args = arguments;\n\t\t\t\t\t\tvar context = this;\n\n\t\t\t\t\t\tclearTimeout( timeout );\n\n\t\t\t\t\t\tvar timeSinceLastCall = Date.now() - lastTime;\n\t\t\t\t\t\tif( timeSinceLastCall > ms ) {\n\t\t\t\t\t\t\tfn.apply( context, args );\n\t\t\t\t\t\t\tlastTime = Date.now();\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\ttimeout = setTimeout( function() {\n\t\t\t\t\t\t\t\tfn.apply( context, args );\n\t\t\t\t\t\t\t\tlastTime = Date.now();\n\t\t\t\t\t\t\t}, ms - timeSinceLastCall );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t})();\n\n\t\t<\/script>\n\t</body>\n</html>"),!n)return void alert("Speaker view popup failed to open. Please make sure popups are allowed and reopen the speaker view.");!function(){const i=e.getConfig().url,s="string"==typeof i?i:window.location.protocol+"//"+window.location.host+window.location.pathname+window.location.search;t=setInterval((function(){n.postMessage(JSON.stringify({namespace:"reveal-notes",type:"connect",state:e.getState(),url:s}),"*")}),500),window.addEventListener("message",r)}()}}function s(t){let i=e.getCurrentSlide(),s=i.querySelectorAll("aside.notes"),r=i.querySelector(".current-fragment"),a={namespace:"reveal-notes",type:"state",notes:"",markdown:!1,whitespace:"normal",state:e.getState()};if(i.hasAttribute("data-notes")&&(a.notes=i.getAttribute("data-notes"),a.whitespace="pre-wrap"),r){let t=r.querySelector("aside.notes");t?(a.notes=t.innerHTML,a.markdown="string"==typeof t.getAttribute("data-markdown"),s=null):r.hasAttribute("data-notes")&&(a.notes=r.getAttribute("data-notes"),a.whitespace="pre-wrap",s=null)}s&&s.length&&(s=Array.from(s).filter((t=>null===t.closest(".fragment"))),a.notes=s.map((t=>t.innerHTML)).join("\n"),a.markdown=s[0]&&"string"==typeof s[0].getAttribute("data-markdown")),n.postMessage(JSON.stringify(a),"*")}function r(i){if(function(t){try{return window.location.origin===t.source.location.origin}catch(t){return!1}}(i))try{let s=JSON.parse(i.data);s&&"reveal-notes"===s.namespace&&"connected"===s.type?(clearInterval(t),a()):s&&"reveal-notes"===s.namespace&&"call"===s.type&&function(t,i,s){let r=e[t].apply(e,i);n.postMessage(JSON.stringify({namespace:"reveal-notes",type:"return",result:r,callId:s}),"*")}(s.methodName,s.arguments,s.callId)}catch(t){}}function a(){e.on("slidechanged",s),e.on("fragmentshown",s),e.on("fragmenthidden",s),e.on("overviewhidden",s),e.on("overviewshown",s),e.on("paused",s),e.on("resumed",s),s()}return{id:"notes",init:function(t){e=t,/receiver/i.test(window.location.search)||(null!==window.location.search.match(/(\?|\&)notes/gi)?i():window.addEventListener("message",(t=>{if(!n&&"string"==typeof t.data){let i;try{i=JSON.parse(t.data)}catch(t){}i&&"reveal-notes"===i.namespace&&"heartbeat"===i.type&&(e=t.source,n&&!n.closed?n.focus():(n=e,window.addEventListener("message",r),a()))}var e})),e.addKeyBinding({keyCode:83,key:"S",description:"Speaker notes view"},(function(){i()})))},open:i}};export{N as default};
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/notes/notes.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/notes/notes.js
new file mode 100644
index 0000000000000000000000000000000000000000..a8255bc9039c82e0021725846d0933bf4275792b
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/notes/notes.js
@@ -0,0 +1 @@
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?module.exports=e():"function"==typeof define&&define.amd?define(e):(t="undefined"!=typeof globalThis?globalThis:t||self).RevealNotes=e()}(this,(function(){"use strict";function t(){return{async:!1,baseUrl:null,breaks:!1,extensions:null,gfm:!0,headerIds:!0,headerPrefix:"",highlight:null,hooks:null,langPrefix:"language-",mangle:!0,pedantic:!1,renderer:null,sanitize:!1,sanitizer:null,silent:!1,smartypants:!1,tokenizer:null,walkTokens:null,xhtml:!1}}let e={async:!1,baseUrl:null,breaks:!1,extensions:null,gfm:!0,headerIds:!0,headerPrefix:"",highlight:null,hooks:null,langPrefix:"language-",mangle:!0,pedantic:!1,renderer:null,sanitize:!1,sanitizer:null,silent:!1,smartypants:!1,tokenizer:null,walkTokens:null,xhtml:!1};const n=/[&<>"']/,i=new RegExp(n.source,"g"),s=/[<>"']|&(?!(#\d{1,7}|#[Xx][a-fA-F0-9]{1,6}|\w+);)/,r=new RegExp(s.source,"g"),a={"&":"&amp;","<":"&lt;",">":"&gt;",'"':"&quot;","'":"&#39;"},o=t=>a[t];function 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{2,}\n)|(?=[a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-]+@)|[\s\S]*?(?:(?=[\\<!\[`*~_]|\b_|https?:\/\/|ftp:\/\/|www\.|$)|[^ ](?= {2,}\n)|[^a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-](?=[a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-]+@)))/},$.gfm.url=d($.gfm.url,"i").replace("email",$.gfm._extended_email).getRegex(),$.breaks={...$.gfm,br:d($.br).replace("{2,}","*").getRegex(),text:d($.gfm.text).replace("\\b_","\\b_| {2,}\\n").replace(/\{2,\}/g,"*").getRegex()};class R{constructor(t){this.tokens=[],this.tokens.links=Object.create(null),this.options=t||e,this.options.tokenizer=this.options.tokenizer||new _,this.tokenizer=this.options.tokenizer,this.tokenizer.options=this.options,this.tokenizer.lexer=this,this.inlineQueue=[],this.state={inLink:!1,inRawBlock:!1,top:!0};const n={block:z.normal,inline:$.normal};this.options.pedantic?(n.block=z.pedantic,n.inline=$.pedantic):this.options.gfm&&(n.block=z.gfm,this.options.breaks?n.inline=$.breaks:n.inline=$.gfm),this.tokenizer.rules=n}static get rules(){return{block:z,inline:$}}static lex(t,e){return new R(e).lex(t)}static lexInline(t,e){return new R(e).inlineTokens(t)}lex(t){let e;for(t=t.replace(/\r\n|\r/g,"\n"),this.blockTokens(t,this.tokens);e=this.inlineQueue.shift();)this.inlineTokens(e.src,e.tokens);return this.tokens}blockTokens(t,e=[]){let n,i,s,r;for(t=this.options.pedantic?t.replace(/\t/g,"    ").replace(/^ +$/gm,""):t.replace(/^( *)(\t+)/gm,((t,e,n)=>e+"    ".repeat(n.length)));t;)if(!(this.options.extensions&&this.options.extensions.block&&this.options.extensions.block.some((i=>!!(n=i.call({lexer:this},t,e))&&(t=t.substring(n.raw.length),e.push(n),!0)))))if(n=this.tokenizer.space(t))t=t.substring(n.raw.length),1===n.raw.length&&e.length>0?e[e.length-1].raw+="\n":e.push(n);else if(n=this.tokenizer.code(t))t=t.substring(n.raw.length),i=e[e.length-1],!i||"paragraph"!==i.type&&"text"!==i.type?e.push(n):(i.raw+="\n"+n.raw,i.text+="\n"+n.text,this.inlineQueue[this.inlineQueue.length-1].src=i.text);else if(n=this.tokenizer.fences(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.heading(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.hr(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.blockquote(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.list(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.html(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.def(t))t=t.substring(n.raw.length),i=e[e.length-1],!i||"paragraph"!==i.type&&"text"!==i.type?this.tokens.links[n.tag]||(this.tokens.links[n.tag]={href:n.href,title:n.title}):(i.raw+="\n"+n.raw,i.text+="\n"+n.raw,this.inlineQueue[this.inlineQueue.length-1].src=i.text);else if(n=this.tokenizer.table(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.lheading(t))t=t.substring(n.raw.length),e.push(n);else{if(s=t,this.options.extensions&&this.options.extensions.startBlock){let e=1/0;const n=t.slice(1);let i;this.options.extensions.startBlock.forEach((function(t){i=t.call({lexer:this},n),"number"==typeof i&&i>=0&&(e=Math.min(e,i))})),e<1/0&&e>=0&&(s=t.substring(0,e+1))}if(this.state.top&&(n=this.tokenizer.paragraph(s)))i=e[e.length-1],r&&"paragraph"===i.type?(i.raw+="\n"+n.raw,i.text+="\n"+n.text,this.inlineQueue.pop(),this.inlineQueue[this.inlineQueue.length-1].src=i.text):e.push(n),r=s.length!==t.length,t=t.substring(n.raw.length);else if(n=this.tokenizer.text(t))t=t.substring(n.raw.length),i=e[e.length-1],i&&"text"===i.type?(i.raw+="\n"+n.raw,i.text+="\n"+n.text,this.inlineQueue.pop(),this.inlineQueue[this.inlineQueue.length-1].src=i.text):e.push(n);else if(t){const e="Infinite loop on byte: "+t.charCodeAt(0);if(this.options.silent){console.error(e);break}throw new Error(e)}}return this.state.top=!0,e}inline(t,e=[]){return this.inlineQueue.push({src:t,tokens:e}),e}inlineTokens(t,e=[]){let n,i,s,r,a,o,l=t;if(this.tokens.links){const t=Object.keys(this.tokens.links);if(t.length>0)for(;null!=(r=this.tokenizer.rules.inline.reflinkSearch.exec(l));)t.includes(r[0].slice(r[0].lastIndexOf("[")+1,-1))&&(l=l.slice(0,r.index)+"["+S("a",r[0].length-2)+"]"+l.slice(this.tokenizer.rules.inline.reflinkSearch.lastIndex))}for(;null!=(r=this.tokenizer.rules.inline.blockSkip.exec(l));)l=l.slice(0,r.index)+"["+S("a",r[0].length-2)+"]"+l.slice(this.tokenizer.rules.inline.blockSkip.lastIndex);for(;null!=(r=this.tokenizer.rules.inline.escapedEmSt.exec(l));)l=l.slice(0,r.index+r[0].length-2)+"++"+l.slice(this.tokenizer.rules.inline.escapedEmSt.lastIndex),this.tokenizer.rules.inline.escapedEmSt.lastIndex--;for(;t;)if(a||(o=""),a=!1,!(this.options.extensions&&this.options.extensions.inline&&this.options.extensions.inline.some((i=>!!(n=i.call({lexer:this},t,e))&&(t=t.substring(n.raw.length),e.push(n),!0)))))if(n=this.tokenizer.escape(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.tag(t))t=t.substring(n.raw.length),i=e[e.length-1],i&&"text"===n.type&&"text"===i.type?(i.raw+=n.raw,i.text+=n.text):e.push(n);else if(n=this.tokenizer.link(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.reflink(t,this.tokens.links))t=t.substring(n.raw.length),i=e[e.length-1],i&&"text"===n.type&&"text"===i.type?(i.raw+=n.raw,i.text+=n.text):e.push(n);else if(n=this.tokenizer.emStrong(t,l,o))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.codespan(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.br(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.del(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.autolink(t,A))t=t.substring(n.raw.length),e.push(n);else if(this.state.inLink||!(n=this.tokenizer.url(t,A))){if(s=t,this.options.extensions&&this.options.extensions.startInline){let e=1/0;const n=t.slice(1);let i;this.options.extensions.startInline.forEach((function(t){i=t.call({lexer:this},n),"number"==typeof i&&i>=0&&(e=Math.min(e,i))})),e<1/0&&e>=0&&(s=t.substring(0,e+1))}if(n=this.tokenizer.inlineText(s,E))t=t.substring(n.raw.length),"_"!==n.raw.slice(-1)&&(o=n.raw.slice(-1)),a=!0,i=e[e.length-1],i&&"text"===i.type?(i.raw+=n.raw,i.text+=n.text):e.push(n);else if(t){const e="Infinite loop on byte: "+t.charCodeAt(0);if(this.options.silent){console.error(e);break}throw new Error(e)}}else t=t.substring(n.raw.length),e.push(n);return e}}class L{constructor(t){this.options=t||e}code(t,e,n){const i=(e||"").match(/\S*/)[0];if(this.options.highlight){const e=this.options.highlight(t,i);null!=e&&e!==t&&(n=!0,t=e)}return t=t.replace(/\n$/,"")+"\n",i?'<pre><code class="'+this.options.langPrefix+l(i)+'">'+(n?t:l(t,!0))+"</code></pre>\n":"<pre><code>"+(n?t:l(t,!0))+"</code></pre>\n"}blockquote(t){return`<blockquote>\n${t}</blockquote>\n`}html(t){return t}heading(t,e,n,i){if(this.options.headerIds){return`<h${e} id="${this.options.headerPrefix+i.slug(n)}">${t}</h${e}>\n`}return`<h${e}>${t}</h${e}>\n`}hr(){return this.options.xhtml?"<hr/>\n":"<hr>\n"}list(t,e,n){const i=e?"ol":"ul";return"<"+i+(e&&1!==n?' start="'+n+'"':"")+">\n"+t+"</"+i+">\n"}listitem(t){return`<li>${t}</li>\n`}checkbox(t){return"<input "+(t?'checked="" ':"")+'disabled="" type="checkbox"'+(this.options.xhtml?" /":"")+"> "}paragraph(t){return`<p>${t}</p>\n`}table(t,e){return e&&(e=`<tbody>${e}</tbody>`),"<table>\n<thead>\n"+t+"</thead>\n"+e+"</table>\n"}tablerow(t){return`<tr>\n${t}</tr>\n`}tablecell(t,e){const n=e.header?"th":"td";return(e.align?`<${n} align="${e.align}">`:`<${n}>`)+t+`</${n}>\n`}strong(t){return`<strong>${t}</strong>`}em(t){return`<em>${t}</em>`}codespan(t){return`<code>${t}</code>`}br(){return this.options.xhtml?"<br/>":"<br>"}del(t){return`<del>${t}</del>`}link(t,e,n){if(null===(t=m(this.options.sanitize,this.options.baseUrl,t)))return n;let i='<a href="'+t+'"';return e&&(i+=' title="'+e+'"'),i+=">"+n+"</a>",i}image(t,e,n){if(null===(t=m(this.options.sanitize,this.options.baseUrl,t)))return n;let i=`<img src="${t}" alt="${n}"`;return e&&(i+=` title="${e}"`),i+=this.options.xhtml?"/>":">",i}text(t){return t}}class I{strong(t){return t}em(t){return t}codespan(t){return t}del(t){return t}html(t){return t}text(t){return t}link(t,e,n){return""+n}image(t,e,n){return""+n}br(){return""}}class M{constructor(){this.seen={}}serialize(t){return t.toLowerCase().trim().replace(/<[!\/a-z].*?>/gi,"").replace(/[\u2000-\u206F\u2E00-\u2E7F\\'!"#$%&()*+,./:;<=>?@[\]^`{|}~]/g,"").replace(/\s/g,"-")}getNextSafeSlug(t,e){let n=t,i=0;if(this.seen.hasOwnProperty(n)){i=this.seen[t];do{i++,n=t+"-"+i}while(this.seen.hasOwnProperty(n))}return e||(this.seen[t]=i,this.seen[n]=0),n}slug(t,e={}){const n=this.serialize(t);return this.getNextSafeSlug(n,e.dryrun)}}class C{constructor(t){this.options=t||e,this.options.renderer=this.options.renderer||new L,this.renderer=this.options.renderer,this.renderer.options=this.options,this.textRenderer=new I,this.slugger=new M}static parse(t,e){return new C(e).parse(t)}static parseInline(t,e){return new C(e).parseInline(t)}parse(t,e=!0){let n,i,s,r,a,o,l,c,u,d,h,g,m,f,k,w,x,b,y,v="";const S=t.length;for(n=0;n<S;n++)if(d=t[n],this.options.extensions&&this.options.extensions.renderers&&this.options.extensions.renderers[d.type]&&(y=this.options.extensions.renderers[d.type].call({parser:this},d),!1!==y||!["space","hr","heading","code","table","blockquote","list","html","paragraph","text"].includes(d.type)))v+=y||"";else switch(d.type){case"space":continue;case"hr":v+=this.renderer.hr();continue;case"heading":v+=this.renderer.heading(this.parseInline(d.tokens),d.depth,p(this.parseInline(d.tokens,this.textRenderer)),this.slugger);continue;case"code":v+=this.renderer.code(d.text,d.lang,d.escaped);continue;case"table":for(c="",l="",r=d.header.length,i=0;i<r;i++)l+=this.renderer.tablecell(this.parseInline(d.header[i].tokens),{header:!0,align:d.align[i]});for(c+=this.renderer.tablerow(l),u="",r=d.rows.length,i=0;i<r;i++){for(o=d.rows[i],l="",a=o.length,s=0;s<a;s++)l+=this.renderer.tablecell(this.parseInline(o[s].tokens),{header:!1,align:d.align[s]});u+=this.renderer.tablerow(l)}v+=this.renderer.table(c,u);continue;case"blockquote":u=this.parse(d.tokens),v+=this.renderer.blockquote(u);continue;case"list":for(h=d.ordered,g=d.start,m=d.loose,r=d.items.length,u="",i=0;i<r;i++)k=d.items[i],w=k.checked,x=k.task,f="",k.task&&(b=this.renderer.checkbox(w),m?k.tokens.length>0&&"paragraph"===k.tokens[0].type?(k.tokens[0].text=b+" 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a=t.length;for(n=0;n<a;n++)if(i=t[n],this.options.extensions&&this.options.extensions.renderers&&this.options.extensions.renderers[i.type]&&(s=this.options.extensions.renderers[i.type].call({parser:this},i),!1!==s||!["escape","html","link","image","strong","em","codespan","br","del","text"].includes(i.type)))r+=s||"";else switch(i.type){case"escape":case"text":r+=e.text(i.text);break;case"html":r+=e.html(i.text);break;case"link":r+=e.link(i.href,i.title,this.parseInline(i.tokens,e));break;case"image":r+=e.image(i.href,i.title,i.text);break;case"strong":r+=e.strong(this.parseInline(i.tokens,e));break;case"em":r+=e.em(this.parseInline(i.tokens,e));break;case"codespan":r+=e.codespan(i.text);break;case"br":r+=e.br();break;case"del":r+=e.del(this.parseInline(i.tokens,e));break;default:{const t='Token with "'+i.type+'" type was not found.';if(this.options.silent)return void console.error(t);throw new Error(t)}}return r}}class q{constructor(t){this.options=t||e}static passThroughHooks=new 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s=t(n,i);i.walkTokens&&N.walkTokens(s,i.walkTokens);let r=e(s,i);return i.hooks&&(r=i.hooks.postprocess(r)),r}catch(t){return a(t)}}}function N(t,e,n){return P(R.lex,C.parse)(t,e,n)}N.options=N.setOptions=function(t){var n;return N.defaults={...N.defaults,...t},n=N.defaults,e=n,N},N.getDefaults=t,N.defaults=e,N.use=function(...t){const e=N.defaults.extensions||{renderers:{},childTokens:{}};t.forEach((t=>{const n={...t};if(n.async=N.defaults.async||n.async||!1,t.extensions&&(t.extensions.forEach((t=>{if(!t.name)throw new Error("extension name required");if(t.renderer){const n=e.renderers[t.name];e.renderers[t.name]=n?function(...e){let i=t.renderer.apply(this,e);return!1===i&&(i=n.apply(this,e)),i}:t.renderer}if(t.tokenizer){if(!t.level||"block"!==t.level&&"inline"!==t.level)throw new Error("extension level must be 'block' or 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n},N.parseInline=P(R.lexInline,C.parseInline),N.Parser=C,N.parser=C.parse,N.Renderer=L,N.TextRenderer=I,N.Lexer=R,N.lexer=R.lex,N.Tokenizer=_,N.Slugger=M,N.Hooks=q,N.parse=N,N.options,N.setOptions,N.use,N.walkTokens,N.parseInline,C.parse,R.lex;return()=>{let t,e,n=null;function i(){if(n&&!n.closed)n.focus();else{if(n=window.open("about:blank","reveal.js - Notes","width=1100,height=700"),n.marked=N,n.document.write("\x3c!--\n\tNOTE: You need to build the notes plugin after making changes to this file.\n--\x3e\n<html lang=\"en\">\n\t<head>\n\t\t<meta charset=\"utf-8\">\n\n\t\t<title>reveal.js - Speaker View</title>\n\n\t\t<style>\n\t\t\tbody {\n\t\t\t\tfont-family: Helvetica;\n\t\t\t\tfont-size: 18px;\n\t\t\t}\n\n\t\t\t#current-slide,\n\t\t\t#upcoming-slide,\n\t\t\t#speaker-controls {\n\t\t\t\tpadding: 6px;\n\t\t\t\tbox-sizing: border-box;\n\t\t\t\t-moz-box-sizing: border-box;\n\t\t\t}\n\n\t\t\t#current-slide iframe,\n\t\t\t#upcoming-slide iframe {\n\t\t\t\twidth: 100%;\n\t\t\t\theight: 100%;\n\t\t\t\tborder: 1px solid #ddd;\n\t\t\t}\n\n\t\t\t#current-slide .label,\n\t\t\t#upcoming-slide .label {\n\t\t\t\tposition: absolute;\n\t\t\t\ttop: 10px;\n\t\t\t\tleft: 10px;\n\t\t\t\tz-index: 2;\n\t\t\t}\n\n\t\t\t#connection-status {\n\t\t\t\tposition: absolute;\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 0;\n\t\t\t\twidth: 100%;\n\t\t\t\theight: 100%;\n\t\t\t\tz-index: 20;\n\t\t\t\tpadding: 30% 20% 20% 20%;\n\t\t\t\tfont-size: 18px;\n\t\t\t\tcolor: #222;\n\t\t\t\tbackground: #fff;\n\t\t\t\ttext-align: center;\n\t\t\t\tbox-sizing: border-box;\n\t\t\t\tline-height: 1.4;\n\t\t\t}\n\n\t\t\t.overlay-element {\n\t\t\t\theight: 34px;\n\t\t\t\tline-height: 34px;\n\t\t\t\tpadding: 0 10px;\n\t\t\t\ttext-shadow: none;\n\t\t\t\tbackground: rgba( 220, 220, 220, 0.8 );\n\t\t\t\tcolor: #222;\n\t\t\t\tfont-size: 14px;\n\t\t\t}\n\n\t\t\t.overlay-element.interactive:hover {\n\t\t\t\tbackground: rgba( 220, 220, 220, 1 );\n\t\t\t}\n\n\t\t\t#current-slide {\n\t\t\t\tposition: absolute;\n\t\t\t\twidth: 60%;\n\t\t\t\theight: 100%;\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 0;\n\t\t\t\tpadding-right: 0;\n\t\t\t}\n\n\t\t\t#upcoming-slide {\n\t\t\t\tposition: absolute;\n\t\t\t\twidth: 40%;\n\t\t\t\theight: 40%;\n\t\t\t\tright: 0;\n\t\t\t\ttop: 0;\n\t\t\t}\n\n\t\t\t/* Speaker controls */\n\t\t\t#speaker-controls {\n\t\t\t\tposition: absolute;\n\t\t\t\ttop: 40%;\n\t\t\t\tright: 0;\n\t\t\t\twidth: 40%;\n\t\t\t\theight: 60%;\n\t\t\t\toverflow: auto;\n\t\t\t\tfont-size: 18px;\n\t\t\t}\n\n\t\t\t\t.speaker-controls-time.hidden,\n\t\t\t\t.speaker-controls-notes.hidden {\n\t\t\t\t\tdisplay: none;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .label,\n\t\t\t\t.speaker-controls-pace .label,\n\t\t\t\t.speaker-controls-notes .label {\n\t\t\t\t\ttext-transform: uppercase;\n\t\t\t\t\tfont-weight: normal;\n\t\t\t\t\tfont-size: 0.66em;\n\t\t\t\t\tcolor: #666;\n\t\t\t\t\tmargin: 0;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time, .speaker-controls-pace {\n\t\t\t\t\tborder-bottom: 1px solid rgba( 200, 200, 200, 0.5 );\n\t\t\t\t\tmargin-bottom: 10px;\n\t\t\t\t\tpadding: 10px 16px;\n\t\t\t\t\tpadding-bottom: 20px;\n\t\t\t\t\tcursor: pointer;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .reset-button {\n\t\t\t\t\topacity: 0;\n\t\t\t\t\tfloat: right;\n\t\t\t\t\tcolor: #666;\n\t\t\t\t\ttext-decoration: none;\n\t\t\t\t}\n\t\t\t\t.speaker-controls-time:hover .reset-button {\n\t\t\t\t\topacity: 1;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .timer,\n\t\t\t\t.speaker-controls-time .clock {\n\t\t\t\t\twidth: 50%;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .timer,\n\t\t\t\t.speaker-controls-time .clock,\n\t\t\t\t.speaker-controls-time .pacing .hours-value,\n\t\t\t\t.speaker-controls-time .pacing .minutes-value,\n\t\t\t\t.speaker-controls-time .pacing .seconds-value {\n\t\t\t\t\tfont-size: 1.9em;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .timer {\n\t\t\t\t\tfloat: left;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .clock {\n\t\t\t\t\tfloat: right;\n\t\t\t\t\ttext-align: right;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time span.mute {\n\t\t\t\t\topacity: 0.3;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .pacing-title {\n\t\t\t\t\tmargin-top: 5px;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .pacing.ahead {\n\t\t\t\t\tcolor: blue;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .pacing.on-track {\n\t\t\t\t\tcolor: green;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .pacing.behind {\n\t\t\t\t\tcolor: red;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-notes {\n\t\t\t\t\tpadding: 10px 16px;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-notes .value {\n\t\t\t\t\tmargin-top: 5px;\n\t\t\t\t\tline-height: 1.4;\n\t\t\t\t\tfont-size: 1.2em;\n\t\t\t\t}\n\n\t\t\t/* Layout selector */\n\t\t\t#speaker-layout {\n\t\t\t\tposition: absolute;\n\t\t\t\ttop: 10px;\n\t\t\t\tright: 10px;\n\t\t\t\tcolor: #222;\n\t\t\t\tz-index: 10;\n\t\t\t}\n\t\t\t\t#speaker-layout select {\n\t\t\t\t\tposition: absolute;\n\t\t\t\t\twidth: 100%;\n\t\t\t\t\theight: 100%;\n\t\t\t\t\ttop: 0;\n\t\t\t\t\tleft: 0;\n\t\t\t\t\tborder: 0;\n\t\t\t\t\tbox-shadow: 0;\n\t\t\t\t\tcursor: pointer;\n\t\t\t\t\topacity: 0;\n\n\t\t\t\t\tfont-size: 1em;\n\t\t\t\t\tbackground-color: transparent;\n\n\t\t\t\t\t-moz-appearance: none;\n\t\t\t\t\t-webkit-appearance: none;\n\t\t\t\t\t-webkit-tap-highlight-color: rgba(0, 0, 0, 0);\n\t\t\t\t}\n\n\t\t\t\t#speaker-layout select:focus {\n\t\t\t\t\toutline: none;\n\t\t\t\t\tbox-shadow: none;\n\t\t\t\t}\n\n\t\t\t.clear {\n\t\t\t\tclear: both;\n\t\t\t}\n\n\t\t\t/* Speaker layout: Wide */\n\t\t\tbody[data-speaker-layout=\"wide\"] #current-slide,\n\t\t\tbody[data-speaker-layout=\"wide\"] #upcoming-slide {\n\t\t\t\twidth: 50%;\n\t\t\t\theight: 45%;\n\t\t\t\tpadding: 6px;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"wide\"] #current-slide {\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 0;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"wide\"] #upcoming-slide {\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 50%;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"wide\"] #speaker-controls {\n\t\t\t\ttop: 45%;\n\t\t\t\tleft: 0;\n\t\t\t\twidth: 100%;\n\t\t\t\theight: 50%;\n\t\t\t\tfont-size: 1.25em;\n\t\t\t}\n\n\t\t\t/* Speaker layout: Tall */\n\t\t\tbody[data-speaker-layout=\"tall\"] #current-slide,\n\t\t\tbody[data-speaker-layout=\"tall\"] #upcoming-slide {\n\t\t\t\twidth: 45%;\n\t\t\t\theight: 50%;\n\t\t\t\tpadding: 6px;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"tall\"] #current-slide {\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 0;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"tall\"] #upcoming-slide {\n\t\t\t\ttop: 50%;\n\t\t\t\tleft: 0;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"tall\"] #speaker-controls {\n\t\t\t\tpadding-top: 40px;\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 45%;\n\t\t\t\twidth: 55%;\n\t\t\t\theight: 100%;\n\t\t\t\tfont-size: 1.25em;\n\t\t\t}\n\n\t\t\t/* Speaker layout: Notes only */\n\t\t\tbody[data-speaker-layout=\"notes-only\"] #current-slide,\n\t\t\tbody[data-speaker-layout=\"notes-only\"] #upcoming-slide {\n\t\t\t\tdisplay: none;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"notes-only\"] #speaker-controls {\n\t\t\t\tpadding-top: 40px;\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 0;\n\t\t\t\twidth: 100%;\n\t\t\t\theight: 100%;\n\t\t\t\tfont-size: 1.25em;\n\t\t\t}\n\n\t\t\t@media screen and (max-width: 1080px) {\n\t\t\t\tbody[data-speaker-layout=\"default\"] #speaker-controls {\n\t\t\t\t\tfont-size: 16px;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t@media screen and (max-width: 900px) {\n\t\t\t\tbody[data-speaker-layout=\"default\"] #speaker-controls {\n\t\t\t\t\tfont-size: 14px;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t@media screen and (max-width: 800px) {\n\t\t\t\tbody[data-speaker-layout=\"default\"] #speaker-controls {\n\t\t\t\t\tfont-size: 12px;\n\t\t\t\t}\n\t\t\t}\n\n\t\t</style>\n\t</head>\n\n\t<body>\n\n\t\t<div id=\"connection-status\">Loading speaker view...</div>\n\n\t\t<div id=\"current-slide\"></div>\n\t\t<div id=\"upcoming-slide\"><span class=\"overlay-element label\">Upcoming</span></div>\n\t\t<div id=\"speaker-controls\">\n\t\t\t<div class=\"speaker-controls-time\">\n\t\t\t\t<h4 class=\"label\">Time <span class=\"reset-button\">Click to Reset</span></h4>\n\t\t\t\t<div class=\"clock\">\n\t\t\t\t\t<span class=\"clock-value\">0:00 AM</span>\n\t\t\t\t</div>\n\t\t\t\t<div class=\"timer\">\n\t\t\t\t\t<span class=\"hours-value\">00</span><span class=\"minutes-value\">:00</span><span class=\"seconds-value\">:00</span>\n\t\t\t\t</div>\n\t\t\t\t<div class=\"clear\"></div>\n\n\t\t\t\t<h4 class=\"label pacing-title\" style=\"display: none\">Pacing – Time to finish current slide</h4>\n\t\t\t\t<div class=\"pacing\" style=\"display: none\">\n\t\t\t\t\t<span class=\"hours-value\">00</span><span class=\"minutes-value\">:00</span><span class=\"seconds-value\">:00</span>\n\t\t\t\t</div>\n\t\t\t</div>\n\n\t\t\t<div class=\"speaker-controls-notes hidden\">\n\t\t\t\t<h4 class=\"label\">Notes</h4>\n\t\t\t\t<div class=\"value\"></div>\n\t\t\t</div>\n\t\t</div>\n\t\t<div id=\"speaker-layout\" class=\"overlay-element interactive\">\n\t\t\t<span class=\"speaker-layout-label\"></span>\n\t\t\t<select class=\"speaker-layout-dropdown\"></select>\n\t\t</div>\n\n\t\t<script>\n\n\t\t\t(function() {\n\n\t\t\t\tvar notes,\n\t\t\t\t\tnotesValue,\n\t\t\t\t\tcurrentState,\n\t\t\t\t\tcurrentSlide,\n\t\t\t\t\tupcomingSlide,\n\t\t\t\t\tlayoutLabel,\n\t\t\t\t\tlayoutDropdown,\n\t\t\t\t\tpendingCalls = {},\n\t\t\t\t\tlastRevealApiCallId = 0,\n\t\t\t\t\tconnected = false\n\n\t\t\t\tvar connectionStatus = document.querySelector( '#connection-status' );\n\n\t\t\t\tvar SPEAKER_LAYOUTS = {\n\t\t\t\t\t'default': 'Default',\n\t\t\t\t\t'wide': 'Wide',\n\t\t\t\t\t'tall': 'Tall',\n\t\t\t\t\t'notes-only': 'Notes only'\n\t\t\t\t};\n\n\t\t\t\tsetupLayout();\n\n\t\t\t\tlet openerOrigin;\n\n\t\t\t\ttry {\n\t\t\t\t\topenerOrigin = window.opener.location.origin;\n\t\t\t\t}\n\t\t\t\tcatch ( error ) { console.warn( error ) }\n\n\t\t\t\t// In order to prevent XSS, the speaker view will only run if its\n\t\t\t\t// opener has the same origin as itself\n\t\t\t\tif( window.location.origin !== openerOrigin ) {\n\t\t\t\t\tconnectionStatus.innerHTML = 'Cross origin error.<br>The speaker window can only be opened from the same origin.';\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\tvar connectionTimeout = setTimeout( function() {\n\t\t\t\t\tconnectionStatus.innerHTML = 'Error connecting to main window.<br>Please try closing and reopening the speaker view.';\n\t\t\t\t}, 5000 );\n\n\t\t\t\twindow.addEventListener( 'message', function( event ) {\n\n\t\t\t\t\t// Validate the origin of all messages to avoid parsing messages\n\t\t\t\t\t// that aren't meant for us. Ignore when running off file:// so\n\t\t\t\t\t// that the speaker view continues to work without a web server.\n\t\t\t\t\tif( window.location.origin !== event.origin && window.location.origin !== 'file://' ) {\n\t\t\t\t\t\treturn\n\t\t\t\t\t}\n\n\t\t\t\t\tclearTimeout( connectionTimeout );\n\t\t\t\t\tconnectionStatus.style.display = 'none';\n\n\t\t\t\t\tvar data = JSON.parse( event.data );\n\n\t\t\t\t\t// The overview mode is only useful to the reveal.js instance\n\t\t\t\t\t// where navigation occurs so we don't sync it\n\t\t\t\t\tif( data.state ) delete data.state.overview;\n\n\t\t\t\t\t// Messages sent by the notes plugin inside of the main window\n\t\t\t\t\tif( data && data.namespace === 'reveal-notes' ) {\n\t\t\t\t\t\tif( data.type === 'connect' ) {\n\t\t\t\t\t\t\thandleConnectMessage( data );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse if( data.type === 'state' ) {\n\t\t\t\t\t\t\thandleStateMessage( data );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse if( data.type === 'return' ) {\n\t\t\t\t\t\t\tpendingCalls[data.callId](data.result);\n\t\t\t\t\t\t\tdelete pendingCalls[data.callId];\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\t// Messages sent by the reveal.js inside of the current slide preview\n\t\t\t\t\telse if( data && data.namespace === 'reveal' ) {\n\t\t\t\t\t\tif( /ready/.test( data.eventName ) ) {\n\t\t\t\t\t\t\t// Send a message back to notify that the handshake is complete\n\t\t\t\t\t\t\twindow.opener.postMessage( JSON.stringify({ namespace: 'reveal-notes', type: 'connected'} ), '*' );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse if( /slidechanged|fragmentshown|fragmenthidden|paused|resumed/.test( data.eventName ) && currentState !== JSON.stringify( data.state ) ) {\n\n\t\t\t\t\t\t\tdispatchStateToMainWindow( data.state );\n\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\n\t\t\t\t} );\n\n\t\t\t\t/**\n\t\t\t\t * Updates the presentation in the main window to match the state\n\t\t\t\t * of the presentation in the notes window.\n\t\t\t\t */\n\t\t\t\tconst dispatchStateToMainWindow = debounce(( state ) => {\n\t\t\t\t\twindow.opener.postMessage( JSON.stringify({ method: 'setState', args: [ state ]} ), '*' );\n\t\t\t\t}, 500);\n\n\t\t\t\t/**\n\t\t\t\t * Asynchronously calls the Reveal.js API of the main frame.\n\t\t\t\t */\n\t\t\t\tfunction callRevealApi( methodName, methodArguments, callback ) {\n\n\t\t\t\t\tvar callId = ++lastRevealApiCallId;\n\t\t\t\t\tpendingCalls[callId] = callback;\n\t\t\t\t\twindow.opener.postMessage( JSON.stringify( {\n\t\t\t\t\t\tnamespace: 'reveal-notes',\n\t\t\t\t\t\ttype: 'call',\n\t\t\t\t\t\tcallId: callId,\n\t\t\t\t\t\tmethodName: methodName,\n\t\t\t\t\t\targuments: methodArguments\n\t\t\t\t\t} ), '*' );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Called when the main window is trying to establish a\n\t\t\t\t * connection.\n\t\t\t\t */\n\t\t\t\tfunction handleConnectMessage( data ) {\n\n\t\t\t\t\tif( connected === false ) {\n\t\t\t\t\t\tconnected = true;\n\n\t\t\t\t\t\tsetupIframes( data );\n\t\t\t\t\t\tsetupKeyboard();\n\t\t\t\t\t\tsetupNotes();\n\t\t\t\t\t\tsetupTimer();\n\t\t\t\t\t\tsetupHeartbeat();\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Called when the main window sends an updated state.\n\t\t\t\t */\n\t\t\t\tfunction handleStateMessage( data ) {\n\n\t\t\t\t\t// Store the most recently set state to avoid circular loops\n\t\t\t\t\t// applying the same state\n\t\t\t\t\tcurrentState = JSON.stringify( data.state );\n\n\t\t\t\t\t// No need for updating the notes in case of fragment changes\n\t\t\t\t\tif ( data.notes ) {\n\t\t\t\t\t\tnotes.classList.remove( 'hidden' );\n\t\t\t\t\t\tnotesValue.style.whiteSpace = data.whitespace;\n\t\t\t\t\t\tif( data.markdown ) {\n\t\t\t\t\t\t\tnotesValue.innerHTML = marked( data.notes );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tnotesValue.innerHTML = data.notes;\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tnotes.classList.add( 'hidden' );\n\t\t\t\t\t}\n\n\t\t\t\t\t// Update the note slides\n\t\t\t\t\tcurrentSlide.contentWindow.postMessage( JSON.stringify({ method: 'setState', args: [ data.state ] }), '*' );\n\t\t\t\t\tupcomingSlide.contentWindow.postMessage( JSON.stringify({ method: 'setState', args: [ data.state ] }), '*' );\n\t\t\t\t\tupcomingSlide.contentWindow.postMessage( JSON.stringify({ method: 'next' }), '*' );\n\n\t\t\t\t}\n\n\t\t\t\t// Limit to max one state update per X ms\n\t\t\t\thandleStateMessage = debounce( handleStateMessage, 200 );\n\n\t\t\t\t/**\n\t\t\t\t * Forward keyboard events to the current slide window.\n\t\t\t\t * This enables keyboard events to work even if focus\n\t\t\t\t * isn't set on the current slide iframe.\n\t\t\t\t *\n\t\t\t\t * Block F5 default handling, it reloads and disconnects\n\t\t\t\t * the speaker notes window.\n\t\t\t\t */\n\t\t\t\tfunction setupKeyboard() {\n\n\t\t\t\t\tdocument.addEventListener( 'keydown', function( event ) {\n\t\t\t\t\t\tif( event.keyCode === 116 || ( event.metaKey && event.keyCode === 82 ) ) {\n\t\t\t\t\t\t\tevent.preventDefault();\n\t\t\t\t\t\t\treturn false;\n\t\t\t\t\t\t}\n\t\t\t\t\t\tcurrentSlide.contentWindow.postMessage( JSON.stringify({ method: 'triggerKey', args: [ event.keyCode ] }), '*' );\n\t\t\t\t\t} );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Creates the preview iframes.\n\t\t\t\t */\n\t\t\t\tfunction setupIframes( data ) {\n\n\t\t\t\t\tvar params = [\n\t\t\t\t\t\t'receiver',\n\t\t\t\t\t\t'progress=false',\n\t\t\t\t\t\t'history=false',\n\t\t\t\t\t\t'transition=none',\n\t\t\t\t\t\t'autoSlide=0',\n\t\t\t\t\t\t'backgroundTransition=none'\n\t\t\t\t\t].join( '&' );\n\n\t\t\t\t\tvar urlSeparator = /\\?/.test(data.url) ? '&' : '?';\n\t\t\t\t\tvar hash = '#/' + data.state.indexh + '/' + data.state.indexv;\n\t\t\t\t\tvar currentURL = data.url + urlSeparator + params + '&scrollActivationWidth=false&postMessageEvents=true' + hash;\n\t\t\t\t\tvar upcomingURL = data.url + urlSeparator + params + '&scrollActivationWidth=false&controls=false' + hash;\n\n\t\t\t\t\tcurrentSlide = document.createElement( 'iframe' );\n\t\t\t\t\tcurrentSlide.setAttribute( 'width', 1280 );\n\t\t\t\t\tcurrentSlide.setAttribute( 'height', 1024 );\n\t\t\t\t\tcurrentSlide.setAttribute( 'src', currentURL );\n\t\t\t\t\tdocument.querySelector( '#current-slide' ).appendChild( currentSlide );\n\n\t\t\t\t\tupcomingSlide = document.createElement( 'iframe' );\n\t\t\t\t\tupcomingSlide.setAttribute( 'width', 640 );\n\t\t\t\t\tupcomingSlide.setAttribute( 'height', 512 );\n\t\t\t\t\tupcomingSlide.setAttribute( 'src', upcomingURL );\n\t\t\t\t\tdocument.querySelector( '#upcoming-slide' ).appendChild( upcomingSlide );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Setup the notes UI.\n\t\t\t\t */\n\t\t\t\tfunction setupNotes() {\n\n\t\t\t\t\tnotes = document.querySelector( '.speaker-controls-notes' );\n\t\t\t\t\tnotesValue = document.querySelector( '.speaker-controls-notes .value' );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * We send out a heartbeat at all times to ensure we can\n\t\t\t\t * reconnect with the main presentation window after reloads.\n\t\t\t\t */\n\t\t\t\tfunction setupHeartbeat() {\n\n\t\t\t\t\tsetInterval( () => {\n\t\t\t\t\t\twindow.opener.postMessage( JSON.stringify({ namespace: 'reveal-notes', type: 'heartbeat'} ), '*' );\n\t\t\t\t\t}, 1000 );\n\n\t\t\t\t}\n\n\t\t\t\tfunction getTimings( callback ) {\n\n\t\t\t\t\tcallRevealApi( 'getSlidesAttributes', [], function ( slideAttributes ) {\n\t\t\t\t\t\tcallRevealApi( 'getConfig', [], function ( config ) {\n\t\t\t\t\t\t\tvar totalTime = config.totalTime;\n\t\t\t\t\t\t\tvar minTimePerSlide = config.minimumTimePerSlide || 0;\n\t\t\t\t\t\t\tvar defaultTiming = config.defaultTiming;\n\t\t\t\t\t\t\tif ((defaultTiming == null) && (totalTime == null)) {\n\t\t\t\t\t\t\t\tcallback(null);\n\t\t\t\t\t\t\t\treturn;\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t// Setting totalTime overrides defaultTiming\n\t\t\t\t\t\t\tif (totalTime) {\n\t\t\t\t\t\t\t\tdefaultTiming = 0;\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\tvar timings = [];\n\t\t\t\t\t\t\tfor ( var i in slideAttributes ) {\n\t\t\t\t\t\t\t\tvar slide = slideAttributes[ i ];\n\t\t\t\t\t\t\t\tvar timing = defaultTiming;\n\t\t\t\t\t\t\t\tif( slide.hasOwnProperty( 'data-timing' )) {\n\t\t\t\t\t\t\t\t\tvar t = slide[ 'data-timing' ];\n\t\t\t\t\t\t\t\t\ttiming = parseInt(t);\n\t\t\t\t\t\t\t\t\tif( isNaN(timing) ) {\n\t\t\t\t\t\t\t\t\t\tconsole.warn(\"Could not parse timing '\" + t + \"' of slide \" + i + \"; using default of \" + defaultTiming);\n\t\t\t\t\t\t\t\t\t\ttiming = defaultTiming;\n\t\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\ttimings.push(timing);\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\tif ( totalTime ) {\n\t\t\t\t\t\t\t\t// After we've allocated time to individual slides, we summarize it and\n\t\t\t\t\t\t\t\t// subtract it from the total time\n\t\t\t\t\t\t\t\tvar remainingTime = totalTime - timings.reduce( function(a, b) { return a + b; }, 0 );\n\t\t\t\t\t\t\t\t// The remaining time is divided by the number of slides that have 0 seconds\n\t\t\t\t\t\t\t\t// allocated at the moment, giving the average time-per-slide on the remaining slides\n\t\t\t\t\t\t\t\tvar remainingSlides = (timings.filter( function(x) { return x == 0 }) ).length\n\t\t\t\t\t\t\t\tvar timePerSlide = Math.round( remainingTime / remainingSlides, 0 )\n\t\t\t\t\t\t\t\t// And now we replace every zero-value timing with that average\n\t\t\t\t\t\t\t\ttimings = timings.map( function(x) { return (x==0 ? timePerSlide : x) } );\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\tvar slidesUnderMinimum = timings.filter( function(x) { return (x < minTimePerSlide) } ).length\n\t\t\t\t\t\t\tif ( slidesUnderMinimum ) {\n\t\t\t\t\t\t\t\tmessage = \"The pacing time for \" + slidesUnderMinimum + \" slide(s) is under the configured minimum of \" + minTimePerSlide + \" seconds. Check the data-timing attribute on individual slides, or consider increasing the totalTime or minimumTimePerSlide configuration options (or removing some slides).\";\n\t\t\t\t\t\t\t\talert(message);\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\tcallback( timings );\n\t\t\t\t\t\t} );\n\t\t\t\t\t} );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Return the number of seconds allocated for presenting\n\t\t\t\t * all slides up to and including this one.\n\t\t\t\t */\n\t\t\t\tfunction getTimeAllocated( timings, callback ) {\n\n\t\t\t\t\tcallRevealApi( 'getSlidePastCount', [], function ( currentSlide ) {\n\t\t\t\t\t\tvar allocated = 0;\n\t\t\t\t\t\tfor (var i in timings.slice(0, currentSlide + 1)) {\n\t\t\t\t\t\t\tallocated += timings[i];\n\t\t\t\t\t\t}\n\t\t\t\t\t\tcallback( allocated );\n\t\t\t\t\t} );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Create the timer and clock and start updating them\n\t\t\t\t * at an interval.\n\t\t\t\t */\n\t\t\t\tfunction setupTimer() {\n\n\t\t\t\t\tvar start = new Date(),\n\t\t\t\t\ttimeEl = document.querySelector( '.speaker-controls-time' ),\n\t\t\t\t\tclockEl = timeEl.querySelector( '.clock-value' ),\n\t\t\t\t\thoursEl = timeEl.querySelector( '.hours-value' ),\n\t\t\t\t\tminutesEl = timeEl.querySelector( '.minutes-value' ),\n\t\t\t\t\tsecondsEl = timeEl.querySelector( '.seconds-value' ),\n\t\t\t\t\tpacingTitleEl = timeEl.querySelector( '.pacing-title' ),\n\t\t\t\t\tpacingEl = timeEl.querySelector( '.pacing' ),\n\t\t\t\t\tpacingHoursEl = pacingEl.querySelector( '.hours-value' ),\n\t\t\t\t\tpacingMinutesEl = pacingEl.querySelector( '.minutes-value' ),\n\t\t\t\t\tpacingSecondsEl = pacingEl.querySelector( '.seconds-value' );\n\n\t\t\t\t\tvar timings = null;\n\t\t\t\t\tgetTimings( function ( _timings ) {\n\n\t\t\t\t\t\ttimings = _timings;\n\t\t\t\t\t\tif (_timings !== null) {\n\t\t\t\t\t\t\tpacingTitleEl.style.removeProperty('display');\n\t\t\t\t\t\t\tpacingEl.style.removeProperty('display');\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\t// Update once directly\n\t\t\t\t\t\t_updateTimer();\n\n\t\t\t\t\t\t// Then update every second\n\t\t\t\t\t\tsetInterval( _updateTimer, 1000 );\n\n\t\t\t\t\t} );\n\n\n\t\t\t\t\tfunction _resetTimer() {\n\n\t\t\t\t\t\tif (timings == null) {\n\t\t\t\t\t\t\tstart = new Date();\n\t\t\t\t\t\t\t_updateTimer();\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\t// Reset timer to beginning of current slide\n\t\t\t\t\t\t\tgetTimeAllocated( timings, function ( slideEndTimingSeconds ) {\n\t\t\t\t\t\t\t\tvar slideEndTiming = slideEndTimingSeconds * 1000;\n\t\t\t\t\t\t\t\tcallRevealApi( 'getSlidePastCount', [], function ( currentSlide ) {\n\t\t\t\t\t\t\t\t\tvar currentSlideTiming = timings[currentSlide] * 1000;\n\t\t\t\t\t\t\t\t\tvar previousSlidesTiming = slideEndTiming - currentSlideTiming;\n\t\t\t\t\t\t\t\t\tvar now = new Date();\n\t\t\t\t\t\t\t\t\tstart = new Date(now.getTime() - previousSlidesTiming);\n\t\t\t\t\t\t\t\t\t_updateTimer();\n\t\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t}\n\n\t\t\t\t\ttimeEl.addEventListener( 'click', function() {\n\t\t\t\t\t\t_resetTimer();\n\t\t\t\t\t\treturn false;\n\t\t\t\t\t} );\n\n\t\t\t\t\tfunction _displayTime( hrEl, minEl, secEl, time) {\n\n\t\t\t\t\t\tvar sign = Math.sign(time) == -1 ? \"-\" : \"\";\n\t\t\t\t\t\ttime = Math.abs(Math.round(time / 1000));\n\t\t\t\t\t\tvar seconds = time % 60;\n\t\t\t\t\t\tvar minutes = Math.floor( time / 60 ) % 60 ;\n\t\t\t\t\t\tvar hours = Math.floor( time / ( 60 * 60 )) ;\n\t\t\t\t\t\thrEl.innerHTML = sign + zeroPadInteger( hours );\n\t\t\t\t\t\tif (hours == 0) {\n\t\t\t\t\t\t\thrEl.classList.add( 'mute' );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\thrEl.classList.remove( 'mute' );\n\t\t\t\t\t\t}\n\t\t\t\t\t\tminEl.innerHTML = ':' + zeroPadInteger( minutes );\n\t\t\t\t\t\tif (hours == 0 && minutes == 0) {\n\t\t\t\t\t\t\tminEl.classList.add( 'mute' );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tminEl.classList.remove( 'mute' );\n\t\t\t\t\t\t}\n\t\t\t\t\t\tsecEl.innerHTML = ':' + zeroPadInteger( seconds );\n\t\t\t\t\t}\n\n\t\t\t\t\tfunction _updateTimer() {\n\n\t\t\t\t\t\tvar diff, hours, minutes, seconds,\n\t\t\t\t\t\tnow = new Date();\n\n\t\t\t\t\t\tdiff = now.getTime() - start.getTime();\n\n\t\t\t\t\t\tclockEl.innerHTML = now.toLocaleTimeString( 'en-US', { hour12: true, hour: '2-digit', minute:'2-digit' } );\n\t\t\t\t\t\t_displayTime( hoursEl, minutesEl, secondsEl, diff );\n\t\t\t\t\t\tif (timings !== null) {\n\t\t\t\t\t\t\t_updatePacing(diff);\n\t\t\t\t\t\t}\n\n\t\t\t\t\t}\n\n\t\t\t\t\tfunction _updatePacing(diff) {\n\n\t\t\t\t\t\tgetTimeAllocated( timings, function ( slideEndTimingSeconds ) {\n\t\t\t\t\t\t\tvar slideEndTiming = slideEndTimingSeconds * 1000;\n\n\t\t\t\t\t\t\tcallRevealApi( 'getSlidePastCount', [], function ( currentSlide ) {\n\t\t\t\t\t\t\t\tvar currentSlideTiming = timings[currentSlide] * 1000;\n\t\t\t\t\t\t\t\tvar timeLeftCurrentSlide = slideEndTiming - diff;\n\t\t\t\t\t\t\t\tif (timeLeftCurrentSlide < 0) {\n\t\t\t\t\t\t\t\t\tpacingEl.className = 'pacing behind';\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\telse if (timeLeftCurrentSlide < currentSlideTiming) {\n\t\t\t\t\t\t\t\t\tpacingEl.className = 'pacing on-track';\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\telse {\n\t\t\t\t\t\t\t\t\tpacingEl.className = 'pacing ahead';\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\t_displayTime( pacingHoursEl, pacingMinutesEl, pacingSecondsEl, timeLeftCurrentSlide );\n\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t} );\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Sets up the speaker view layout and layout selector.\n\t\t\t\t */\n\t\t\t\tfunction setupLayout() {\n\n\t\t\t\t\tlayoutDropdown = document.querySelector( '.speaker-layout-dropdown' );\n\t\t\t\t\tlayoutLabel = document.querySelector( '.speaker-layout-label' );\n\n\t\t\t\t\t// Render the list of available layouts\n\t\t\t\t\tfor( var id in SPEAKER_LAYOUTS ) {\n\t\t\t\t\t\tvar option = document.createElement( 'option' );\n\t\t\t\t\t\toption.setAttribute( 'value', id );\n\t\t\t\t\t\toption.textContent = SPEAKER_LAYOUTS[ id ];\n\t\t\t\t\t\tlayoutDropdown.appendChild( option );\n\t\t\t\t\t}\n\n\t\t\t\t\t// Monitor the dropdown for changes\n\t\t\t\t\tlayoutDropdown.addEventListener( 'change', function( event ) {\n\n\t\t\t\t\t\tsetLayout( layoutDropdown.value );\n\n\t\t\t\t\t}, false );\n\n\t\t\t\t\t// Restore any currently persisted layout\n\t\t\t\t\tsetLayout( getLayout() );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Sets a new speaker view layout. The layout is persisted\n\t\t\t\t * in local storage.\n\t\t\t\t */\n\t\t\t\tfunction setLayout( value ) {\n\n\t\t\t\t\tvar title = SPEAKER_LAYOUTS[ value ];\n\n\t\t\t\t\tlayoutLabel.innerHTML = 'Layout' + ( title ? ( ': ' + title ) : '' );\n\t\t\t\t\tlayoutDropdown.value = value;\n\n\t\t\t\t\tdocument.body.setAttribute( 'data-speaker-layout', value );\n\n\t\t\t\t\t// Persist locally\n\t\t\t\t\tif( supportsLocalStorage() ) {\n\t\t\t\t\t\twindow.localStorage.setItem( 'reveal-speaker-layout', value );\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Returns the ID of the most recently set speaker layout\n\t\t\t\t * or our default layout if none has been set.\n\t\t\t\t */\n\t\t\t\tfunction getLayout() {\n\n\t\t\t\t\tif( supportsLocalStorage() ) {\n\t\t\t\t\t\tvar layout = window.localStorage.getItem( 'reveal-speaker-layout' );\n\t\t\t\t\t\tif( layout ) {\n\t\t\t\t\t\t\treturn layout;\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\n\t\t\t\t\t// Default to the first record in the layouts hash\n\t\t\t\t\tfor( var id in SPEAKER_LAYOUTS ) {\n\t\t\t\t\t\treturn id;\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\tfunction supportsLocalStorage() {\n\n\t\t\t\t\ttry {\n\t\t\t\t\t\tlocalStorage.setItem('test', 'test');\n\t\t\t\t\t\tlocalStorage.removeItem('test');\n\t\t\t\t\t\treturn true;\n\t\t\t\t\t}\n\t\t\t\t\tcatch( e ) {\n\t\t\t\t\t\treturn false;\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\tfunction zeroPadInteger( num ) {\n\n\t\t\t\t\tvar str = '00' + parseInt( num );\n\t\t\t\t\treturn str.substring( str.length - 2 );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Limits the frequency at which a function can be called.\n\t\t\t\t */\n\t\t\t\tfunction debounce( fn, ms ) {\n\n\t\t\t\t\tvar lastTime = 0,\n\t\t\t\t\t\ttimeout;\n\n\t\t\t\t\treturn function() {\n\n\t\t\t\t\t\tvar args = arguments;\n\t\t\t\t\t\tvar context = this;\n\n\t\t\t\t\t\tclearTimeout( timeout );\n\n\t\t\t\t\t\tvar timeSinceLastCall = Date.now() - lastTime;\n\t\t\t\t\t\tif( timeSinceLastCall > ms ) {\n\t\t\t\t\t\t\tfn.apply( context, args );\n\t\t\t\t\t\t\tlastTime = Date.now();\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\ttimeout = setTimeout( function() {\n\t\t\t\t\t\t\t\tfn.apply( context, args );\n\t\t\t\t\t\t\t\tlastTime = Date.now();\n\t\t\t\t\t\t\t}, ms - timeSinceLastCall );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t})();\n\n\t\t<\/script>\n\t</body>\n</html>"),!n)return void alert("Speaker view popup failed to open. Please make sure popups are allowed and reopen the speaker view.");!function(){const i=e.getConfig().url,s="string"==typeof i?i:window.location.protocol+"//"+window.location.host+window.location.pathname+window.location.search;t=setInterval((function(){n.postMessage(JSON.stringify({namespace:"reveal-notes",type:"connect",state:e.getState(),url:s}),"*")}),500),window.addEventListener("message",r)}()}}function s(t){let i=e.getCurrentSlide(),s=i.querySelectorAll("aside.notes"),r=i.querySelector(".current-fragment"),a={namespace:"reveal-notes",type:"state",notes:"",markdown:!1,whitespace:"normal",state:e.getState()};if(i.hasAttribute("data-notes")&&(a.notes=i.getAttribute("data-notes"),a.whitespace="pre-wrap"),r){let t=r.querySelector("aside.notes");t?(a.notes=t.innerHTML,a.markdown="string"==typeof t.getAttribute("data-markdown"),s=null):r.hasAttribute("data-notes")&&(a.notes=r.getAttribute("data-notes"),a.whitespace="pre-wrap",s=null)}s&&s.length&&(s=Array.from(s).filter((t=>null===t.closest(".fragment"))),a.notes=s.map((t=>t.innerHTML)).join("\n"),a.markdown=s[0]&&"string"==typeof s[0].getAttribute("data-markdown")),n.postMessage(JSON.stringify(a),"*")}function r(i){if(function(t){try{return window.location.origin===t.source.location.origin}catch(t){return!1}}(i))try{let s=JSON.parse(i.data);s&&"reveal-notes"===s.namespace&&"connected"===s.type?(clearInterval(t),a()):s&&"reveal-notes"===s.namespace&&"call"===s.type&&function(t,i,s){let r=e[t].apply(e,i);n.postMessage(JSON.stringify({namespace:"reveal-notes",type:"return",result:r,callId:s}),"*")}(s.methodName,s.arguments,s.callId)}catch(t){}}function a(){e.on("slidechanged",s),e.on("fragmentshown",s),e.on("fragmenthidden",s),e.on("overviewhidden",s),e.on("overviewshown",s),e.on("paused",s),e.on("resumed",s),s()}return{id:"notes",init:function(t){e=t,/receiver/i.test(window.location.search)||(null!==window.location.search.match(/(\?|\&)notes/gi)?i():window.addEventListener("message",(t=>{if(!n&&"string"==typeof t.data){let i;try{i=JSON.parse(t.data)}catch(t){}i&&"reveal-notes"===i.namespace&&"heartbeat"===i.type&&(e=t.source,n&&!n.closed?n.focus():(n=e,window.addEventListener("message",r),a()))}var e})),e.addKeyBinding({keyCode:83,key:"S",description:"Speaker notes view"},(function(){i()})))},open:i}}}));
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/notes/plugin.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/notes/plugin.js
new file mode 100644
index 0000000000000000000000000000000000000000..62649c2fda3fd75d1cff914dfd683126628d3c02
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/notes/plugin.js
@@ -0,0 +1,267 @@
+import speakerViewHTML from './speaker-view.html'
+
+import { marked } from 'marked';
+
+/**
+ * Handles opening of and synchronization with the reveal.js
+ * notes window.
+ *
+ * Handshake process:
+ * 1. This window posts 'connect' to notes window
+ *    - Includes URL of presentation to show
+ * 2. Notes window responds with 'connected' when it is available
+ * 3. This window proceeds to send the current presentation state
+ *    to the notes window
+ */
+const Plugin = () => {
+
+	let connectInterval;
+	let speakerWindow = null;
+	let deck;
+
+	/**
+	 * Opens a new speaker view window.
+	 */
+	function openSpeakerWindow() {
+
+		// If a window is already open, focus it
+		if( speakerWindow && !speakerWindow.closed ) {
+			speakerWindow.focus();
+		}
+		else {
+			speakerWindow = window.open( 'about:blank', 'reveal.js - Notes', 'width=1100,height=700' );
+			speakerWindow.marked = marked;
+			speakerWindow.document.write( speakerViewHTML );
+
+			if( !speakerWindow ) {
+				alert( 'Speaker view popup failed to open. Please make sure popups are allowed and reopen the speaker view.' );
+				return;
+			}
+
+			connect();
+		}
+
+	}
+
+	/**
+	 * Reconnect with an existing speaker view window.
+	 */
+	function reconnectSpeakerWindow( reconnectWindow ) {
+
+		if( speakerWindow && !speakerWindow.closed ) {
+			speakerWindow.focus();
+		}
+		else {
+			speakerWindow = reconnectWindow;
+			window.addEventListener( 'message', onPostMessage );
+			onConnected();
+		}
+
+	}
+
+	/**
+		* Connect to the notes window through a postmessage handshake.
+		* Using postmessage enables us to work in situations where the
+		* origins differ, such as a presentation being opened from the
+		* file system.
+		*/
+	function connect() {
+
+		const presentationURL = deck.getConfig().url;
+
+		const url = typeof presentationURL === 'string' ? presentationURL :
+								window.location.protocol + '//' + window.location.host + window.location.pathname + window.location.search;
+
+		// Keep trying to connect until we get a 'connected' message back
+		connectInterval = setInterval( function() {
+			speakerWindow.postMessage( JSON.stringify( {
+				namespace: 'reveal-notes',
+				type: 'connect',
+				state: deck.getState(),
+				url
+			} ), '*' );
+		}, 500 );
+
+		window.addEventListener( 'message', onPostMessage );
+
+	}
+
+	/**
+	 * Calls the specified Reveal.js method with the provided argument
+	 * and then pushes the result to the notes frame.
+	 */
+	function callRevealApi( methodName, methodArguments, callId ) {
+
+		let result = deck[methodName].apply( deck, methodArguments );
+		speakerWindow.postMessage( JSON.stringify( {
+			namespace: 'reveal-notes',
+			type: 'return',
+			result,
+			callId
+		} ), '*' );
+
+	}
+
+	/**
+	 * Posts the current slide data to the notes window.
+	 */
+	function post( event ) {
+
+		let slideElement = deck.getCurrentSlide(),
+			notesElements = slideElement.querySelectorAll( 'aside.notes' ),
+			fragmentElement = slideElement.querySelector( '.current-fragment' );
+
+		let messageData = {
+			namespace: 'reveal-notes',
+			type: 'state',
+			notes: '',
+			markdown: false,
+			whitespace: 'normal',
+			state: deck.getState()
+		};
+
+		// Look for notes defined in a slide attribute
+		if( slideElement.hasAttribute( 'data-notes' ) ) {
+			messageData.notes = slideElement.getAttribute( 'data-notes' );
+			messageData.whitespace = 'pre-wrap';
+		}
+
+		// Look for notes defined in a fragment
+		if( fragmentElement ) {
+			let fragmentNotes = fragmentElement.querySelector( 'aside.notes' );
+			if( fragmentNotes ) {
+				messageData.notes = fragmentNotes.innerHTML;
+				messageData.markdown = typeof fragmentNotes.getAttribute( 'data-markdown' ) === 'string';
+
+				// Ignore other slide notes
+				notesElements = null;
+			}
+			else if( fragmentElement.hasAttribute( 'data-notes' ) ) {
+				messageData.notes = fragmentElement.getAttribute( 'data-notes' );
+				messageData.whitespace = 'pre-wrap';
+
+				// In case there are slide notes
+				notesElements = null;
+			}
+		}
+
+		// Look for notes defined in an aside element
+		if( notesElements && notesElements.length ) {
+			// Ignore notes inside of fragments since those are shown
+			// individually when stepping through fragments
+			notesElements = Array.from( notesElements ).filter( notesElement => notesElement.closest( '.fragment' ) === null );
+
+			messageData.notes = notesElements.map( notesElement => notesElement.innerHTML ).join( '\n' );
+			messageData.markdown = notesElements[0] && typeof notesElements[0].getAttribute( 'data-markdown' ) === 'string';
+		}
+
+		speakerWindow.postMessage( JSON.stringify( messageData ), '*' );
+
+	}
+
+	/**
+	 * Check if the given event is from the same origin as the
+	 * current window.
+	 */
+	function isSameOriginEvent( event ) {
+
+		try {
+			return window.location.origin === event.source.location.origin;
+		}
+		catch ( error ) {
+			return false;
+		}
+
+	}
+
+	function onPostMessage( event ) {
+
+		// Only allow same-origin messages
+		// (added 12/5/22 as a XSS safeguard)
+		if( isSameOriginEvent( event ) ) {
+
+			try {
+				let data = JSON.parse( event.data );
+				if( data && data.namespace === 'reveal-notes' && data.type === 'connected' ) {
+					clearInterval( connectInterval );
+					onConnected();
+				}
+				else if( data && data.namespace === 'reveal-notes' && data.type === 'call' ) {
+					callRevealApi( data.methodName, data.arguments, data.callId );
+				}
+		  } catch (e) {}
+
+		}
+
+	}
+
+	/**
+	 * Called once we have established a connection to the notes
+	 * window.
+	 */
+	function onConnected() {
+
+		// Monitor events that trigger a change in state
+		deck.on( 'slidechanged', post );
+		deck.on( 'fragmentshown', post );
+		deck.on( 'fragmenthidden', post );
+		deck.on( 'overviewhidden', post );
+		deck.on( 'overviewshown', post );
+		deck.on( 'paused', post );
+		deck.on( 'resumed', post );
+
+		// Post the initial state
+		post();
+
+	}
+
+	return {
+		id: 'notes',
+
+		init: function( reveal ) {
+
+			deck = reveal;
+
+			if( !/receiver/i.test( window.location.search ) ) {
+
+				// If the there's a 'notes' query set, open directly
+				if( window.location.search.match( /(\?|\&)notes/gi ) !== null ) {
+					openSpeakerWindow();
+				}
+				else {
+					// Keep listening for speaker view hearbeats. If we receive a
+					// heartbeat from an orphaned window, reconnect it. This ensures
+					// that we remain connected to the notes even if the presentation
+					// is reloaded.
+					window.addEventListener( 'message', event => {
+
+						if( !speakerWindow && typeof event.data === 'string' ) {
+							let data;
+
+							try {
+								data = JSON.parse( event.data );
+							}
+							catch( error ) {}
+
+							if( data && data.namespace === 'reveal-notes' && data.type === 'heartbeat' ) {
+								reconnectSpeakerWindow( event.source );
+							}
+						}
+					});
+				}
+
+				// Open the notes when the 's' key is hit
+				deck.addKeyBinding({keyCode: 83, key: 'S', description: 'Speaker notes view'}, function() {
+					openSpeakerWindow();
+				} );
+
+			}
+
+		},
+
+		open: openSpeakerWindow
+	};
+
+};
+
+export default Plugin;
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/notes/speaker-view.html b/src/.quarto/_freeze/site_libs/revealjs/plugin/notes/speaker-view.html
new file mode 100644
index 0000000000000000000000000000000000000000..55bc01f4353922b8089d24f85bbb3f93201628c5
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/notes/speaker-view.html
@@ -0,0 +1,898 @@
+<!--
+	NOTE: You need to build the notes plugin after making changes to this file.
+-->
+<html lang="en">
+	<head>
+		<meta charset="utf-8">
+
+		<title>reveal.js - Speaker View</title>
+
+		<style>
+			body {
+				font-family: Helvetica;
+				font-size: 18px;
+			}
+
+			#current-slide,
+			#upcoming-slide,
+			#speaker-controls {
+				padding: 6px;
+				box-sizing: border-box;
+				-moz-box-sizing: border-box;
+			}
+
+			#current-slide iframe,
+			#upcoming-slide iframe {
+				width: 100%;
+				height: 100%;
+				border: 1px solid #ddd;
+			}
+
+			#current-slide .label,
+			#upcoming-slide .label {
+				position: absolute;
+				top: 10px;
+				left: 10px;
+				z-index: 2;
+			}
+
+			#connection-status {
+				position: absolute;
+				top: 0;
+				left: 0;
+				width: 100%;
+				height: 100%;
+				z-index: 20;
+				padding: 30% 20% 20% 20%;
+				font-size: 18px;
+				color: #222;
+				background: #fff;
+				text-align: center;
+				box-sizing: border-box;
+				line-height: 1.4;
+			}
+
+			.overlay-element {
+				height: 34px;
+				line-height: 34px;
+				padding: 0 10px;
+				text-shadow: none;
+				background: rgba( 220, 220, 220, 0.8 );
+				color: #222;
+				font-size: 14px;
+			}
+
+			.overlay-element.interactive:hover {
+				background: rgba( 220, 220, 220, 1 );
+			}
+
+			#current-slide {
+				position: absolute;
+				width: 60%;
+				height: 100%;
+				top: 0;
+				left: 0;
+				padding-right: 0;
+			}
+
+			#upcoming-slide {
+				position: absolute;
+				width: 40%;
+				height: 40%;
+				right: 0;
+				top: 0;
+			}
+
+			/* Speaker controls */
+			#speaker-controls {
+				position: absolute;
+				top: 40%;
+				right: 0;
+				width: 40%;
+				height: 60%;
+				overflow: auto;
+				font-size: 18px;
+			}
+
+				.speaker-controls-time.hidden,
+				.speaker-controls-notes.hidden {
+					display: none;
+				}
+
+				.speaker-controls-time .label,
+				.speaker-controls-pace .label,
+				.speaker-controls-notes .label {
+					text-transform: uppercase;
+					font-weight: normal;
+					font-size: 0.66em;
+					color: #666;
+					margin: 0;
+				}
+
+				.speaker-controls-time, .speaker-controls-pace {
+					border-bottom: 1px solid rgba( 200, 200, 200, 0.5 );
+					margin-bottom: 10px;
+					padding: 10px 16px;
+					padding-bottom: 20px;
+					cursor: pointer;
+				}
+
+				.speaker-controls-time .reset-button {
+					opacity: 0;
+					float: right;
+					color: #666;
+					text-decoration: none;
+				}
+				.speaker-controls-time:hover .reset-button {
+					opacity: 1;
+				}
+
+				.speaker-controls-time .timer,
+				.speaker-controls-time .clock {
+					width: 50%;
+				}
+
+				.speaker-controls-time .timer,
+				.speaker-controls-time .clock,
+				.speaker-controls-time .pacing .hours-value,
+				.speaker-controls-time .pacing .minutes-value,
+				.speaker-controls-time .pacing .seconds-value {
+					font-size: 1.9em;
+				}
+
+				.speaker-controls-time .timer {
+					float: left;
+				}
+
+				.speaker-controls-time .clock {
+					float: right;
+					text-align: right;
+				}
+
+				.speaker-controls-time span.mute {
+					opacity: 0.3;
+				}
+
+				.speaker-controls-time .pacing-title {
+					margin-top: 5px;
+				}
+
+				.speaker-controls-time .pacing.ahead {
+					color: blue;
+				}
+
+				.speaker-controls-time .pacing.on-track {
+					color: green;
+				}
+
+				.speaker-controls-time .pacing.behind {
+					color: red;
+				}
+
+				.speaker-controls-notes {
+					padding: 10px 16px;
+				}
+
+				.speaker-controls-notes .value {
+					margin-top: 5px;
+					line-height: 1.4;
+					font-size: 1.2em;
+				}
+
+			/* Layout selector */
+			#speaker-layout {
+				position: absolute;
+				top: 10px;
+				right: 10px;
+				color: #222;
+				z-index: 10;
+			}
+				#speaker-layout select {
+					position: absolute;
+					width: 100%;
+					height: 100%;
+					top: 0;
+					left: 0;
+					border: 0;
+					box-shadow: 0;
+					cursor: pointer;
+					opacity: 0;
+
+					font-size: 1em;
+					background-color: transparent;
+
+					-moz-appearance: none;
+					-webkit-appearance: none;
+					-webkit-tap-highlight-color: rgba(0, 0, 0, 0);
+				}
+
+				#speaker-layout select:focus {
+					outline: none;
+					box-shadow: none;
+				}
+
+			.clear {
+				clear: both;
+			}
+
+			/* Speaker layout: Wide */
+			body[data-speaker-layout="wide"] #current-slide,
+			body[data-speaker-layout="wide"] #upcoming-slide {
+				width: 50%;
+				height: 45%;
+				padding: 6px;
+			}
+
+			body[data-speaker-layout="wide"] #current-slide {
+				top: 0;
+				left: 0;
+			}
+
+			body[data-speaker-layout="wide"] #upcoming-slide {
+				top: 0;
+				left: 50%;
+			}
+
+			body[data-speaker-layout="wide"] #speaker-controls {
+				top: 45%;
+				left: 0;
+				width: 100%;
+				height: 50%;
+				font-size: 1.25em;
+			}
+
+			/* Speaker layout: Tall */
+			body[data-speaker-layout="tall"] #current-slide,
+			body[data-speaker-layout="tall"] #upcoming-slide {
+				width: 45%;
+				height: 50%;
+				padding: 6px;
+			}
+
+			body[data-speaker-layout="tall"] #current-slide {
+				top: 0;
+				left: 0;
+			}
+
+			body[data-speaker-layout="tall"] #upcoming-slide {
+				top: 50%;
+				left: 0;
+			}
+
+			body[data-speaker-layout="tall"] #speaker-controls {
+				padding-top: 40px;
+				top: 0;
+				left: 45%;
+				width: 55%;
+				height: 100%;
+				font-size: 1.25em;
+			}
+
+			/* Speaker layout: Notes only */
+			body[data-speaker-layout="notes-only"] #current-slide,
+			body[data-speaker-layout="notes-only"] #upcoming-slide {
+				display: none;
+			}
+
+			body[data-speaker-layout="notes-only"] #speaker-controls {
+				padding-top: 40px;
+				top: 0;
+				left: 0;
+				width: 100%;
+				height: 100%;
+				font-size: 1.25em;
+			}
+
+			@media screen and (max-width: 1080px) {
+				body[data-speaker-layout="default"] #speaker-controls {
+					font-size: 16px;
+				}
+			}
+
+			@media screen and (max-width: 900px) {
+				body[data-speaker-layout="default"] #speaker-controls {
+					font-size: 14px;
+				}
+			}
+
+			@media screen and (max-width: 800px) {
+				body[data-speaker-layout="default"] #speaker-controls {
+					font-size: 12px;
+				}
+			}
+
+		</style>
+	</head>
+
+	<body>
+
+		<div id="connection-status">Loading speaker view...</div>
+
+		<div id="current-slide"></div>
+		<div id="upcoming-slide"><span class="overlay-element label">Upcoming</span></div>
+		<div id="speaker-controls">
+			<div class="speaker-controls-time">
+				<h4 class="label">Time <span class="reset-button">Click to Reset</span></h4>
+				<div class="clock">
+					<span class="clock-value">0:00 AM</span>
+				</div>
+				<div class="timer">
+					<span class="hours-value">00</span><span class="minutes-value">:00</span><span class="seconds-value">:00</span>
+				</div>
+				<div class="clear"></div>
+
+				<h4 class="label pacing-title" style="display: none">Pacing – Time to finish current slide</h4>
+				<div class="pacing" style="display: none">
+					<span class="hours-value">00</span><span class="minutes-value">:00</span><span class="seconds-value">:00</span>
+				</div>
+			</div>
+
+			<div class="speaker-controls-notes hidden">
+				<h4 class="label">Notes</h4>
+				<div class="value"></div>
+			</div>
+		</div>
+		<div id="speaker-layout" class="overlay-element interactive">
+			<span class="speaker-layout-label"></span>
+			<select class="speaker-layout-dropdown"></select>
+		</div>
+
+		<script>
+
+			(function() {
+
+				var notes,
+					notesValue,
+					currentState,
+					currentSlide,
+					upcomingSlide,
+					layoutLabel,
+					layoutDropdown,
+					pendingCalls = {},
+					lastRevealApiCallId = 0,
+					connected = false
+
+				var connectionStatus = document.querySelector( '#connection-status' );
+
+				var SPEAKER_LAYOUTS = {
+					'default': 'Default',
+					'wide': 'Wide',
+					'tall': 'Tall',
+					'notes-only': 'Notes only'
+				};
+
+				setupLayout();
+
+				let openerOrigin;
+
+				try {
+					openerOrigin = window.opener.location.origin;
+				}
+				catch ( error ) { console.warn( error ) }
+
+				// In order to prevent XSS, the speaker view will only run if its
+				// opener has the same origin as itself
+				if( window.location.origin !== openerOrigin ) {
+					connectionStatus.innerHTML = 'Cross origin error.<br>The speaker window can only be opened from the same origin.';
+					return;
+				}
+
+				var connectionTimeout = setTimeout( function() {
+					connectionStatus.innerHTML = 'Error connecting to main window.<br>Please try closing and reopening the speaker view.';
+				}, 5000 );
+
+				window.addEventListener( 'message', function( event ) {
+
+					// Validate the origin of all messages to avoid parsing messages
+					// that aren't meant for us. Ignore when running off file:// so
+					// that the speaker view continues to work without a web server.
+					if( window.location.origin !== event.origin && window.location.origin !== 'file://' ) {
+						return
+					}
+
+					clearTimeout( connectionTimeout );
+					connectionStatus.style.display = 'none';
+
+					var data = JSON.parse( event.data );
+
+					// The overview mode is only useful to the reveal.js instance
+					// where navigation occurs so we don't sync it
+					if( data.state ) delete data.state.overview;
+
+					// Messages sent by the notes plugin inside of the main window
+					if( data && data.namespace === 'reveal-notes' ) {
+						if( data.type === 'connect' ) {
+							handleConnectMessage( data );
+						}
+						else if( data.type === 'state' ) {
+							handleStateMessage( data );
+						}
+						else if( data.type === 'return' ) {
+							pendingCalls[data.callId](data.result);
+							delete pendingCalls[data.callId];
+						}
+					}
+					// Messages sent by the reveal.js inside of the current slide preview
+					else if( data && data.namespace === 'reveal' ) {
+						if( /ready/.test( data.eventName ) ) {
+							// Send a message back to notify that the handshake is complete
+							window.opener.postMessage( JSON.stringify({ namespace: 'reveal-notes', type: 'connected'} ), '*' );
+						}
+						else if( /slidechanged|fragmentshown|fragmenthidden|paused|resumed/.test( data.eventName ) && currentState !== JSON.stringify( data.state ) ) {
+
+							dispatchStateToMainWindow( data.state );
+
+						}
+					}
+
+				} );
+
+				/**
+				 * Updates the presentation in the main window to match the state
+				 * of the presentation in the notes window.
+				 */
+				const dispatchStateToMainWindow = debounce(( state ) => {
+					window.opener.postMessage( JSON.stringify({ method: 'setState', args: [ state ]} ), '*' );
+				}, 500);
+
+				/**
+				 * Asynchronously calls the Reveal.js API of the main frame.
+				 */
+				function callRevealApi( methodName, methodArguments, callback ) {
+
+					var callId = ++lastRevealApiCallId;
+					pendingCalls[callId] = callback;
+					window.opener.postMessage( JSON.stringify( {
+						namespace: 'reveal-notes',
+						type: 'call',
+						callId: callId,
+						methodName: methodName,
+						arguments: methodArguments
+					} ), '*' );
+
+				}
+
+				/**
+				 * Called when the main window is trying to establish a
+				 * connection.
+				 */
+				function handleConnectMessage( data ) {
+
+					if( connected === false ) {
+						connected = true;
+
+						setupIframes( data );
+						setupKeyboard();
+						setupNotes();
+						setupTimer();
+						setupHeartbeat();
+					}
+
+				}
+
+				/**
+				 * Called when the main window sends an updated state.
+				 */
+				function handleStateMessage( data ) {
+
+					// Store the most recently set state to avoid circular loops
+					// applying the same state
+					currentState = JSON.stringify( data.state );
+
+					// No need for updating the notes in case of fragment changes
+					if ( data.notes ) {
+						notes.classList.remove( 'hidden' );
+						notesValue.style.whiteSpace = data.whitespace;
+						if( data.markdown ) {
+							notesValue.innerHTML = marked( data.notes );
+						}
+						else {
+							notesValue.innerHTML = data.notes;
+						}
+					}
+					else {
+						notes.classList.add( 'hidden' );
+					}
+
+					// Update the note slides
+					currentSlide.contentWindow.postMessage( JSON.stringify({ method: 'setState', args: [ data.state ] }), '*' );
+					upcomingSlide.contentWindow.postMessage( JSON.stringify({ method: 'setState', args: [ data.state ] }), '*' );
+					upcomingSlide.contentWindow.postMessage( JSON.stringify({ method: 'next' }), '*' );
+
+				}
+
+				// Limit to max one state update per X ms
+				handleStateMessage = debounce( handleStateMessage, 200 );
+
+				/**
+				 * Forward keyboard events to the current slide window.
+				 * This enables keyboard events to work even if focus
+				 * isn't set on the current slide iframe.
+				 *
+				 * Block F5 default handling, it reloads and disconnects
+				 * the speaker notes window.
+				 */
+				function setupKeyboard() {
+
+					document.addEventListener( 'keydown', function( event ) {
+						if( event.keyCode === 116 || ( event.metaKey && event.keyCode === 82 ) ) {
+							event.preventDefault();
+							return false;
+						}
+						currentSlide.contentWindow.postMessage( JSON.stringify({ method: 'triggerKey', args: [ event.keyCode ] }), '*' );
+					} );
+
+				}
+
+				/**
+				 * Creates the preview iframes.
+				 */
+				function setupIframes( data ) {
+
+					var params = [
+						'receiver',
+						'progress=false',
+						'history=false',
+						'transition=none',
+						'autoSlide=0',
+						'backgroundTransition=none'
+					].join( '&' );
+
+					var urlSeparator = /\?/.test(data.url) ? '&' : '?';
+					var hash = '#/' + data.state.indexh + '/' + data.state.indexv;
+					var currentURL = data.url + urlSeparator + params + '&scrollActivationWidth=false&postMessageEvents=true' + hash;
+					var upcomingURL = data.url + urlSeparator + params + '&scrollActivationWidth=false&controls=false' + hash;
+
+					currentSlide = document.createElement( 'iframe' );
+					currentSlide.setAttribute( 'width', 1280 );
+					currentSlide.setAttribute( 'height', 1024 );
+					currentSlide.setAttribute( 'src', currentURL );
+					document.querySelector( '#current-slide' ).appendChild( currentSlide );
+
+					upcomingSlide = document.createElement( 'iframe' );
+					upcomingSlide.setAttribute( 'width', 640 );
+					upcomingSlide.setAttribute( 'height', 512 );
+					upcomingSlide.setAttribute( 'src', upcomingURL );
+					document.querySelector( '#upcoming-slide' ).appendChild( upcomingSlide );
+
+				}
+
+				/**
+				 * Setup the notes UI.
+				 */
+				function setupNotes() {
+
+					notes = document.querySelector( '.speaker-controls-notes' );
+					notesValue = document.querySelector( '.speaker-controls-notes .value' );
+
+				}
+
+				/**
+				 * We send out a heartbeat at all times to ensure we can
+				 * reconnect with the main presentation window after reloads.
+				 */
+				function setupHeartbeat() {
+
+					setInterval( () => {
+						window.opener.postMessage( JSON.stringify({ namespace: 'reveal-notes', type: 'heartbeat'} ), '*' );
+					}, 1000 );
+
+				}
+
+				function getTimings( callback ) {
+
+					callRevealApi( 'getSlidesAttributes', [], function ( slideAttributes ) {
+						callRevealApi( 'getConfig', [], function ( config ) {
+							var totalTime = config.totalTime;
+							var minTimePerSlide = config.minimumTimePerSlide || 0;
+							var defaultTiming = config.defaultTiming;
+							if ((defaultTiming == null) && (totalTime == null)) {
+								callback(null);
+								return;
+							}
+							// Setting totalTime overrides defaultTiming
+							if (totalTime) {
+								defaultTiming = 0;
+							}
+							var timings = [];
+							for ( var i in slideAttributes ) {
+								var slide = slideAttributes[ i ];
+								var timing = defaultTiming;
+								if( slide.hasOwnProperty( 'data-timing' )) {
+									var t = slide[ 'data-timing' ];
+									timing = parseInt(t);
+									if( isNaN(timing) ) {
+										console.warn("Could not parse timing '" + t + "' of slide " + i + "; using default of " + defaultTiming);
+										timing = defaultTiming;
+									}
+								}
+								timings.push(timing);
+							}
+							if ( totalTime ) {
+								// After we've allocated time to individual slides, we summarize it and
+								// subtract it from the total time
+								var remainingTime = totalTime - timings.reduce( function(a, b) { return a + b; }, 0 );
+								// The remaining time is divided by the number of slides that have 0 seconds
+								// allocated at the moment, giving the average time-per-slide on the remaining slides
+								var remainingSlides = (timings.filter( function(x) { return x == 0 }) ).length
+								var timePerSlide = Math.round( remainingTime / remainingSlides, 0 )
+								// And now we replace every zero-value timing with that average
+								timings = timings.map( function(x) { return (x==0 ? timePerSlide : x) } );
+							}
+							var slidesUnderMinimum = timings.filter( function(x) { return (x < minTimePerSlide) } ).length
+							if ( slidesUnderMinimum ) {
+								message = "The pacing time for " + slidesUnderMinimum + " slide(s) is under the configured minimum of " + minTimePerSlide + " seconds. Check the data-timing attribute on individual slides, or consider increasing the totalTime or minimumTimePerSlide configuration options (or removing some slides).";
+								alert(message);
+							}
+							callback( timings );
+						} );
+					} );
+
+				}
+
+				/**
+				 * Return the number of seconds allocated for presenting
+				 * all slides up to and including this one.
+				 */
+				function getTimeAllocated( timings, callback ) {
+
+					callRevealApi( 'getSlidePastCount', [], function ( currentSlide ) {
+						var allocated = 0;
+						for (var i in timings.slice(0, currentSlide + 1)) {
+							allocated += timings[i];
+						}
+						callback( allocated );
+					} );
+
+				}
+
+				/**
+				 * Create the timer and clock and start updating them
+				 * at an interval.
+				 */
+				function setupTimer() {
+
+					var start = new Date(),
+					timeEl = document.querySelector( '.speaker-controls-time' ),
+					clockEl = timeEl.querySelector( '.clock-value' ),
+					hoursEl = timeEl.querySelector( '.hours-value' ),
+					minutesEl = timeEl.querySelector( '.minutes-value' ),
+					secondsEl = timeEl.querySelector( '.seconds-value' ),
+					pacingTitleEl = timeEl.querySelector( '.pacing-title' ),
+					pacingEl = timeEl.querySelector( '.pacing' ),
+					pacingHoursEl = pacingEl.querySelector( '.hours-value' ),
+					pacingMinutesEl = pacingEl.querySelector( '.minutes-value' ),
+					pacingSecondsEl = pacingEl.querySelector( '.seconds-value' );
+
+					var timings = null;
+					getTimings( function ( _timings ) {
+
+						timings = _timings;
+						if (_timings !== null) {
+							pacingTitleEl.style.removeProperty('display');
+							pacingEl.style.removeProperty('display');
+						}
+
+						// Update once directly
+						_updateTimer();
+
+						// Then update every second
+						setInterval( _updateTimer, 1000 );
+
+					} );
+
+
+					function _resetTimer() {
+
+						if (timings == null) {
+							start = new Date();
+							_updateTimer();
+						}
+						else {
+							// Reset timer to beginning of current slide
+							getTimeAllocated( timings, function ( slideEndTimingSeconds ) {
+								var slideEndTiming = slideEndTimingSeconds * 1000;
+								callRevealApi( 'getSlidePastCount', [], function ( currentSlide ) {
+									var currentSlideTiming = timings[currentSlide] * 1000;
+									var previousSlidesTiming = slideEndTiming - currentSlideTiming;
+									var now = new Date();
+									start = new Date(now.getTime() - previousSlidesTiming);
+									_updateTimer();
+								} );
+							} );
+						}
+
+					}
+
+					timeEl.addEventListener( 'click', function() {
+						_resetTimer();
+						return false;
+					} );
+
+					function _displayTime( hrEl, minEl, secEl, time) {
+
+						var sign = Math.sign(time) == -1 ? "-" : "";
+						time = Math.abs(Math.round(time / 1000));
+						var seconds = time % 60;
+						var minutes = Math.floor( time / 60 ) % 60 ;
+						var hours = Math.floor( time / ( 60 * 60 )) ;
+						hrEl.innerHTML = sign + zeroPadInteger( hours );
+						if (hours == 0) {
+							hrEl.classList.add( 'mute' );
+						}
+						else {
+							hrEl.classList.remove( 'mute' );
+						}
+						minEl.innerHTML = ':' + zeroPadInteger( minutes );
+						if (hours == 0 && minutes == 0) {
+							minEl.classList.add( 'mute' );
+						}
+						else {
+							minEl.classList.remove( 'mute' );
+						}
+						secEl.innerHTML = ':' + zeroPadInteger( seconds );
+					}
+
+					function _updateTimer() {
+
+						var diff, hours, minutes, seconds,
+						now = new Date();
+
+						diff = now.getTime() - start.getTime();
+
+						clockEl.innerHTML = now.toLocaleTimeString( 'en-US', { hour12: true, hour: '2-digit', minute:'2-digit' } );
+						_displayTime( hoursEl, minutesEl, secondsEl, diff );
+						if (timings !== null) {
+							_updatePacing(diff);
+						}
+
+					}
+
+					function _updatePacing(diff) {
+
+						getTimeAllocated( timings, function ( slideEndTimingSeconds ) {
+							var slideEndTiming = slideEndTimingSeconds * 1000;
+
+							callRevealApi( 'getSlidePastCount', [], function ( currentSlide ) {
+								var currentSlideTiming = timings[currentSlide] * 1000;
+								var timeLeftCurrentSlide = slideEndTiming - diff;
+								if (timeLeftCurrentSlide < 0) {
+									pacingEl.className = 'pacing behind';
+								}
+								else if (timeLeftCurrentSlide < currentSlideTiming) {
+									pacingEl.className = 'pacing on-track';
+								}
+								else {
+									pacingEl.className = 'pacing ahead';
+								}
+								_displayTime( pacingHoursEl, pacingMinutesEl, pacingSecondsEl, timeLeftCurrentSlide );
+							} );
+						} );
+					}
+
+				}
+
+				/**
+				 * Sets up the speaker view layout and layout selector.
+				 */
+				function setupLayout() {
+
+					layoutDropdown = document.querySelector( '.speaker-layout-dropdown' );
+					layoutLabel = document.querySelector( '.speaker-layout-label' );
+
+					// Render the list of available layouts
+					for( var id in SPEAKER_LAYOUTS ) {
+						var option = document.createElement( 'option' );
+						option.setAttribute( 'value', id );
+						option.textContent = SPEAKER_LAYOUTS[ id ];
+						layoutDropdown.appendChild( option );
+					}
+
+					// Monitor the dropdown for changes
+					layoutDropdown.addEventListener( 'change', function( event ) {
+
+						setLayout( layoutDropdown.value );
+
+					}, false );
+
+					// Restore any currently persisted layout
+					setLayout( getLayout() );
+
+				}
+
+				/**
+				 * Sets a new speaker view layout. The layout is persisted
+				 * in local storage.
+				 */
+				function setLayout( value ) {
+
+					var title = SPEAKER_LAYOUTS[ value ];
+
+					layoutLabel.innerHTML = 'Layout' + ( title ? ( ': ' + title ) : '' );
+					layoutDropdown.value = value;
+
+					document.body.setAttribute( 'data-speaker-layout', value );
+
+					// Persist locally
+					if( supportsLocalStorage() ) {
+						window.localStorage.setItem( 'reveal-speaker-layout', value );
+					}
+
+				}
+
+				/**
+				 * Returns the ID of the most recently set speaker layout
+				 * or our default layout if none has been set.
+				 */
+				function getLayout() {
+
+					if( supportsLocalStorage() ) {
+						var layout = window.localStorage.getItem( 'reveal-speaker-layout' );
+						if( layout ) {
+							return layout;
+						}
+					}
+
+					// Default to the first record in the layouts hash
+					for( var id in SPEAKER_LAYOUTS ) {
+						return id;
+					}
+
+				}
+
+				function supportsLocalStorage() {
+
+					try {
+						localStorage.setItem('test', 'test');
+						localStorage.removeItem('test');
+						return true;
+					}
+					catch( e ) {
+						return false;
+					}
+
+				}
+
+				function zeroPadInteger( num ) {
+
+					var str = '00' + parseInt( num );
+					return str.substring( str.length - 2 );
+
+				}
+
+				/**
+				 * Limits the frequency at which a function can be called.
+				 */
+				function debounce( fn, ms ) {
+
+					var lastTime = 0,
+						timeout;
+
+					return function() {
+
+						var args = arguments;
+						var context = this;
+
+						clearTimeout( timeout );
+
+						var timeSinceLastCall = Date.now() - lastTime;
+						if( timeSinceLastCall > ms ) {
+							fn.apply( context, args );
+							lastTime = Date.now();
+						}
+						else {
+							timeout = setTimeout( function() {
+								fn.apply( context, args );
+								lastTime = Date.now();
+							}, ms - timeSinceLastCall );
+						}
+
+					}
+
+				}
+
+			})();
+
+		</script>
+	</body>
+</html>
\ No newline at end of file
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/pdf-export/pdfexport.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/pdf-export/pdfexport.js
new file mode 100644
index 0000000000000000000000000000000000000000..0cf0bd787066e056634c74df9229ce62dab4237d
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/pdf-export/pdfexport.js
@@ -0,0 +1,115 @@
+var PdfExport = ( function( _Reveal ){
+
+	var Reveal = _Reveal;
+	var setStylesheet = null;
+	var installAltKeyBindings = null;
+
+	function getRevealJsPath(){
+		var regex = /\b[^/]+\/reveal.css$/i;
+		var script = Array.from( document.querySelectorAll( 'link' ) ).find( function( e ){
+			return e.attributes.href && e.attributes.href.value.search( regex ) >= 0;
+		});
+		if( !script ){
+			console.error( 'reveal.css could not be found in included <link> elements. Did you rename this file?' );
+			return '';
+		}
+		return script.attributes.href.value.replace( regex, '' );
+	}
+
+	function setStylesheet3( pdfExport ){
+		var link = document.querySelector( '#print' );
+		if( !link ){
+			link = document.createElement( 'link' );
+			link.rel = 'stylesheet';
+			link.id = 'print';
+			document.querySelector( 'head' ).appendChild( link );
+		}
+		var style = 'paper';
+		if( pdfExport ){
+			style = 'pdf';
+		}
+		link.href = getRevealJsPath() + 'css/print/' + style + '.css';
+	}
+
+	function setStylesheet4( pdfExport ){
+	}
+
+	function installAltKeyBindings3(){
+	}
+
+	function installAltKeyBindings4(){
+		if( isPrintingPDF() ){
+			var config = Reveal.getConfig();
+			var shortcut = config.pdfExportShortcut || 'E';
+			window.addEventListener( 'keydown', function( e ){
+				if( e.target.nodeName.toUpperCase() == 'BODY'
+					&& ( e.key.toUpperCase() == shortcut.toUpperCase() || e.keyCode == shortcut.toUpperCase().charCodeAt( 0 ) ) ){
+					e.preventDefault();
+					togglePdfExport();
+					return false;
+				}
+			}, true );
+		}
+	}
+	
+	function isPrintingPDF(){
+		return /print-pdf/gi.test(window.location.search) || /view=print/gi.test(window.location.search);
+	}
+
+	function togglePdfExport(){
+		var url_doc = new URL( document.URL );
+		var query_doc = new URLSearchParams( url_doc.searchParams );
+		if( isPrintingPDF() ){
+			if (query_doc.has('print-pdf')) {
+				query_doc.delete('print-pdf');
+			} else if (query_doc.has('view')) {
+				query_doc.delete('view');
+			}
+		}else{
+			query_doc.set( 'view', 'print' );
+		}
+		url_doc.search = ( query_doc.toString() ? '?' + query_doc.toString() : '' );
+		window.location.href = url_doc.toString();
+	}
+
+	function installKeyBindings(){
+		var config = Reveal.getConfig();
+		var shortcut = config.pdfExportShortcut || 'E';
+		Reveal.addKeyBinding({
+			keyCode: shortcut.toUpperCase().charCodeAt( 0 ),
+			key: shortcut.toUpperCase(),
+			description: 'PDF export mode'
+		}, togglePdfExport );
+		installAltKeyBindings();
+	}
+
+	function install(){
+		installKeyBindings();
+		setStylesheet( isPrintingPDF() );
+	}
+
+	var Plugin = {
+	}
+
+	if( Reveal && Reveal.VERSION && Reveal.VERSION.length && Reveal.VERSION[ 0 ] == '3' ){
+		// reveal 3.x
+		setStylesheet = setStylesheet3;
+		installAltKeyBindings = installAltKeyBindings3;
+		install();
+	}else{
+		// must be reveal 4.x
+		setStylesheet = setStylesheet4;
+		installAltKeyBindings = installAltKeyBindings4;
+		Plugin.id = 'pdf-export';
+		Plugin.init = function( _Reveal ){
+			Reveal = _Reveal;
+			install();
+		};
+		Plugin.togglePdfExport = function () {
+      togglePdfExport();
+		};
+	}
+
+	return Plugin;
+
+})( Reveal );
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/pdf-export/plugin.yml b/src/.quarto/_freeze/site_libs/revealjs/plugin/pdf-export/plugin.yml
new file mode 100644
index 0000000000000000000000000000000000000000..f6db9d032bfb7b43d50c7cf4bd828324b8ae435b
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/pdf-export/plugin.yml
@@ -0,0 +1,2 @@
+name: PdfExport
+script: pdfexport.js
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/quarto-line-highlight/line-highlight.css b/src/.quarto/_freeze/site_libs/revealjs/plugin/quarto-line-highlight/line-highlight.css
new file mode 100644
index 0000000000000000000000000000000000000000..e8410fe9e2bbeb2cca7f828d96e8bb770cb84ae9
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/quarto-line-highlight/line-highlight.css
@@ -0,0 +1,31 @@
+.reveal
+  div.sourceCode
+  pre
+  code.has-line-highlights
+  > span:not(.highlight-line) {
+  opacity: 0.4;
+}
+
+.reveal pre.numberSource {
+  padding-left: 0;
+}
+
+.reveal pre.numberSource code > span {
+  left: -2.1em;
+}
+
+pre.numberSource code > span > a:first-child::before {
+  left: -0.7em;
+}
+
+.reveal pre > code:not(:first-child).fragment {
+  position: absolute;
+  top: 0;
+  left: 0;
+  width: 100%;
+  box-sizing: border-box;
+}
+
+.reveal div.sourceCode pre code {
+  min-height: 100%;
+}
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/quarto-line-highlight/line-highlight.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/quarto-line-highlight/line-highlight.js
new file mode 100644
index 0000000000000000000000000000000000000000..16a3893fce13385123cba679f8cc4f3a452fd616
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/quarto-line-highlight/line-highlight.js
@@ -0,0 +1,351 @@
+window.QuartoLineHighlight = function () {
+  function isPrintView() {
+    return /print-pdf/gi.test(window.location.search) || /view=print/gi.test(window.location.search);
+  }
+
+  const delimiters = {
+    step: "|",
+    line: ",",
+    lineRange: "-",
+  };
+
+  const regex = new RegExp(
+    "^[\\d" + Object.values(delimiters).join("") + "]+$"
+  );
+
+  function handleLinesSelector(deck, attr) {
+    // if we are in printview with pdfSeparateFragments: false
+    // then we'll also want to supress
+    if (regex.test(attr)) {
+      if (isPrintView() && deck.getConfig().pdfSeparateFragments !== true) {
+        return false;
+      } else {
+        return true;
+      }
+    } else {
+      return false;
+    }
+  }
+
+  const kCodeLineNumbersAttr = "data-code-line-numbers";
+  const kFragmentIndex = "data-fragment-index";
+
+  function initQuartoLineHighlight(deck) {
+    const divSourceCode = deck
+      .getRevealElement()
+      .querySelectorAll("div.sourceCode");
+    // Process each div created by Pandoc highlighting - numbered line are already included.
+    divSourceCode.forEach((el) => {
+      if (el.hasAttribute(kCodeLineNumbersAttr)) {
+        const codeLineAttr = el.getAttribute(kCodeLineNumbersAttr);
+        el.removeAttribute(kCodeLineNumbersAttr);
+        if (handleLinesSelector(deck, codeLineAttr)) {
+          // Only process if attr is a string to select lines to highlights
+          // e.g "1|3,6|8-11"
+          const codeBlock = el.querySelectorAll("pre code");
+          codeBlock.forEach((code) => {
+            // move attributes on code block
+            code.setAttribute(kCodeLineNumbersAttr, codeLineAttr);
+
+            const scrollState = { currentBlock: code };
+
+            // Check if there are steps and duplicate code block accordingly
+            const highlightSteps = splitLineNumbers(codeLineAttr);
+            if (highlightSteps.length > 1) {
+              // If the original code block has a fragment-index,
+              // each clone should follow in an incremental sequence
+              let fragmentIndex = parseInt(
+                code.getAttribute(kFragmentIndex),
+                10
+              );
+              fragmentIndex =
+                typeof fragmentIndex !== "number" || isNaN(fragmentIndex)
+                  ? null
+                  : fragmentIndex;
+
+              let stepN = 1;
+              highlightSteps.slice(1).forEach(
+                // Generate fragments for all steps except the original block
+                (step) => {
+                  var fragmentBlock = code.cloneNode(true);
+                  fragmentBlock.setAttribute(
+                    "data-code-line-numbers",
+                    joinLineNumbers([step])
+                  );
+                  fragmentBlock.classList.add("fragment");
+
+                  // Pandoc sets id on spans we need to keep unique
+                  fragmentBlock
+                    .querySelectorAll(":scope > span")
+                    .forEach((span) => {
+                      if (span.hasAttribute("id")) {
+                        span.setAttribute(
+                          "id",
+                          span.getAttribute("id").concat("-" + stepN)
+                        );
+                      }
+                    });
+                  stepN = ++stepN;
+
+                  // Add duplicated <code> element after existing one
+                  code.parentNode.appendChild(fragmentBlock);
+
+                  // Each new <code> element is highlighted based on the new attributes value
+                  highlightCodeBlock(fragmentBlock);
+
+                  if (typeof fragmentIndex === "number") {
+                    fragmentBlock.setAttribute(kFragmentIndex, fragmentIndex);
+                    fragmentIndex += 1;
+                  } else {
+                    fragmentBlock.removeAttribute(kFragmentIndex);
+                  }
+
+                  // Scroll highlights into view as we step through them
+                  fragmentBlock.addEventListener(
+                    "visible",
+                    scrollHighlightedLineIntoView.bind(
+                      this,
+                      fragmentBlock,
+                      scrollState
+                    )
+                  );
+                  fragmentBlock.addEventListener(
+                    "hidden",
+                    scrollHighlightedLineIntoView.bind(
+                      this,
+                      fragmentBlock.previousSibling,
+                      scrollState
+                    )
+                  );
+                }
+              );
+              code.removeAttribute(kFragmentIndex);
+              code.setAttribute(
+                kCodeLineNumbersAttr,
+                joinLineNumbers([highlightSteps[0]])
+              );
+            }
+
+            // Scroll the first highlight into view when the slide becomes visible.
+            const slide =
+              typeof code.closest === "function"
+                ? code.closest("section:not(.stack)")
+                : null;
+            if (slide) {
+              const scrollFirstHighlightIntoView = function () {
+                scrollHighlightedLineIntoView(code, scrollState, true);
+                slide.removeEventListener(
+                  "visible",
+                  scrollFirstHighlightIntoView
+                );
+              };
+              slide.addEventListener("visible", scrollFirstHighlightIntoView);
+            }
+
+            highlightCodeBlock(code);
+          });
+        }
+      }
+    });
+  }
+
+  function highlightCodeBlock(codeBlock) {
+    const highlightSteps = splitLineNumbers(
+      codeBlock.getAttribute(kCodeLineNumbersAttr)
+    );
+
+    if (highlightSteps.length) {
+      // If we have at least one step, we generate fragments
+      highlightSteps[0].forEach((highlight) => {
+        // Add expected class on <pre> for reveal CSS
+        codeBlock.parentNode.classList.add("code-wrapper");
+
+        // Select lines to highlight
+        spanToHighlight = [];
+        if (typeof highlight.last === "number") {
+          spanToHighlight = [].slice.call(
+            codeBlock.querySelectorAll(
+              ":scope > span:nth-of-type(n+" +
+                highlight.first +
+                "):nth-of-type(-n+" +
+                highlight.last +
+                ")"
+            )
+          );
+        } else if (typeof highlight.first === "number") {
+          spanToHighlight = [].slice.call(
+            codeBlock.querySelectorAll(
+              ":scope > span:nth-of-type(" + highlight.first + ")"
+            )
+          );
+        }
+        if (spanToHighlight.length) {
+          // Add a class on <code> and <span> to select line to highlight
+          spanToHighlight.forEach((span) =>
+            span.classList.add("highlight-line")
+          );
+          codeBlock.classList.add("has-line-highlights");
+        }
+      });
+    }
+  }
+
+  /**
+   * Animates scrolling to the first highlighted line
+   * in the given code block.
+   */
+  function scrollHighlightedLineIntoView(block, scrollState, skipAnimation) {
+    window.cancelAnimationFrame(scrollState.animationFrameID);
+
+    // Match the scroll position of the currently visible
+    // code block
+    if (scrollState.currentBlock) {
+      block.scrollTop = scrollState.currentBlock.scrollTop;
+    }
+
+    // Remember the current code block so that we can match
+    // its scroll position when showing/hiding fragments
+    scrollState.currentBlock = block;
+
+    const highlightBounds = getHighlightedLineBounds(block);
+    let viewportHeight = block.offsetHeight;
+
+    // Subtract padding from the viewport height
+    const blockStyles = window.getComputedStyle(block);
+    viewportHeight -=
+      parseInt(blockStyles.paddingTop) + parseInt(blockStyles.paddingBottom);
+
+    // Scroll position which centers all highlights
+    const startTop = block.scrollTop;
+    let targetTop =
+      highlightBounds.top +
+      (Math.min(highlightBounds.bottom - highlightBounds.top, viewportHeight) -
+        viewportHeight) /
+        2;
+
+    // Make sure the scroll target is within bounds
+    targetTop = Math.max(
+      Math.min(targetTop, block.scrollHeight - viewportHeight),
+      0
+    );
+
+    if (skipAnimation === true || startTop === targetTop) {
+      block.scrollTop = targetTop;
+    } else {
+      // Don't attempt to scroll if there is no overflow
+      if (block.scrollHeight <= viewportHeight) return;
+
+      let time = 0;
+
+      const animate = function () {
+        time = Math.min(time + 0.02, 1);
+
+        // Update our eased scroll position
+        block.scrollTop =
+          startTop + (targetTop - startTop) * easeInOutQuart(time);
+
+        // Keep animating unless we've reached the end
+        if (time < 1) {
+          scrollState.animationFrameID = requestAnimationFrame(animate);
+        }
+      };
+
+      animate();
+    }
+  }
+
+  function getHighlightedLineBounds(block) {
+    const highlightedLines = block.querySelectorAll(".highlight-line");
+    if (highlightedLines.length === 0) {
+      return { top: 0, bottom: 0 };
+    } else {
+      const firstHighlight = highlightedLines[0];
+      const lastHighlight = highlightedLines[highlightedLines.length - 1];
+
+      return {
+        top: firstHighlight.offsetTop,
+        bottom: lastHighlight.offsetTop + lastHighlight.offsetHeight,
+      };
+    }
+  }
+
+  /**
+   * The easing function used when scrolling.
+   */
+  function easeInOutQuart(t) {
+    // easeInOutQuart
+    return t < 0.5 ? 8 * t * t * t * t : 1 - 8 * --t * t * t * t;
+  }
+
+  function splitLineNumbers(lineNumbersAttr) {
+    // remove space
+    lineNumbersAttr = lineNumbersAttr.replace("/s/g", "");
+    // seperate steps (for fragment)
+    lineNumbersAttr = lineNumbersAttr.split(delimiters.step);
+
+    // for each step, calculate first and last line, if any
+    return lineNumbersAttr.map((highlights) => {
+      // detect lines
+      const lines = highlights.split(delimiters.line);
+      return lines.map((range) => {
+        if (/^[\d-]+$/.test(range)) {
+          range = range.split(delimiters.lineRange);
+          const firstLine = parseInt(range[0], 10);
+          const lastLine = range[1] ? parseInt(range[1], 10) : undefined;
+          return {
+            first: firstLine,
+            last: lastLine,
+          };
+        } else {
+          return {};
+        }
+      });
+    });
+  }
+
+  function joinLineNumbers(splittedLineNumbers) {
+    return splittedLineNumbers
+      .map(function (highlights) {
+        return highlights
+          .map(function (highlight) {
+            // Line range
+            if (typeof highlight.last === "number") {
+              return highlight.first + delimiters.lineRange + highlight.last;
+            }
+            // Single line
+            else if (typeof highlight.first === "number") {
+              return highlight.first;
+            }
+            // All lines
+            else {
+              return "";
+            }
+          })
+          .join(delimiters.line);
+      })
+      .join(delimiters.step);
+  }
+
+  return {
+    id: "quarto-line-highlight",
+    init: function (deck) {
+      initQuartoLineHighlight(deck);
+
+      // If we're printing to PDF, scroll the code highlights of
+      // all blocks in the deck into view at once
+      deck.on("pdf-ready", function () {
+        [].slice
+          .call(
+            deck
+              .getRevealElement()
+              .querySelectorAll(
+                "pre code[data-code-line-numbers].current-fragment"
+              )
+          )
+          .forEach(function (block) {
+            scrollHighlightedLineIntoView(block, {}, true);
+          });
+      });
+    },
+  };
+};
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/quarto-line-highlight/plugin.yml b/src/.quarto/_freeze/site_libs/revealjs/plugin/quarto-line-highlight/plugin.yml
new file mode 100644
index 0000000000000000000000000000000000000000..ca2068621aded50ae060767d3fa211db974391f0
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/quarto-line-highlight/plugin.yml
@@ -0,0 +1,4 @@
+# adapted from https://github.com/hakimel/reveal.js/tree/master/plugin/highlight
+name: QuartoLineHighlight
+script: line-highlight.js
+stylesheet: line-highlight.css
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/quarto-support/footer.css b/src/.quarto/_freeze/site_libs/revealjs/plugin/quarto-support/footer.css
new file mode 100644
index 0000000000000000000000000000000000000000..390d5b38ddb6d41db96f1e3d5c408ee93e5cf7db
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/quarto-support/footer.css
@@ -0,0 +1,110 @@
+.reveal .slide-logo {
+  display: block;
+  position: fixed;
+  bottom: 0;
+  right: 12px;
+  max-height: 2.2rem;
+  height: 100%;
+  width: auto;
+  z-index: 2;
+}
+
+.reveal .footer {
+  display: block;
+  position: fixed;
+  bottom: 18px;
+  width: 100%;
+  margin: 0 auto;
+  text-align: center;
+  font-size: 18px;
+  z-index: 2;
+}
+
+.reveal .footer > * {
+  margin-top: 0;
+  margin-bottom: 0;
+}
+
+.reveal .slide .footer {
+  display: none;
+}
+
+.reveal .slide-number {
+  bottom: 10px;
+  right: 10px;
+  font-size: 16px;
+  background-color: transparent;
+}
+
+.reveal.has-logo .slide-number {
+  bottom: initial;
+  top: 8px;
+  right: 8px;
+}
+
+.reveal .slide-number .slide-number-delimiter {
+  margin: 0;
+}
+
+.reveal .slide-menu-button {
+  left: 8px;
+  bottom: 8px;
+}
+
+.reveal .slide-chalkboard-buttons {
+  position: fixed;
+  left: 12px;
+  bottom: 8px;
+  z-index: 30;
+  font-size: 24px;
+}
+
+.reveal .slide-chalkboard-buttons.slide-menu-offset {
+  left: 54px;
+}
+
+.reveal .slide-chalkboard-buttons > span {
+  margin-right: 14px;
+  cursor: pointer;
+}
+
+@media screen and (max-width: 800px) {
+  .reveal .slide-logo {
+    max-height: 1.1rem;
+    bottom: -2px;
+    right: 10px;
+  }
+  .reveal .footer {
+    font-size: 14px;
+    bottom: 12px;
+  }
+  .reveal .slide-number {
+    font-size: 12px;
+    bottom: 7px;
+  }
+  .reveal .slide-menu-button .fas::before {
+    height: 1.3rem;
+    width: 1.3rem;
+    vertical-align: -0.125em;
+    background-size: 1.3rem 1.3rem;
+  }
+
+  .reveal .slide-chalkboard-buttons .fas::before {
+    height: 0.95rem;
+    width: 0.95rem;
+    background-size: 0.95rem 0.95rem;
+    vertical-align: -0em;
+  }
+
+  .reveal .slide-chalkboard-buttons.slide-menu-offset {
+    left: 36px;
+  }
+  .reveal .slide-chalkboard-buttons > span {
+    margin-right: 9px;
+  }
+}
+
+html.print-pdf .reveal .slide-menu-button,
+html.print-pdf .reveal .slide-chalkboard-buttons {
+  display: none;
+}
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/quarto-support/plugin.yml b/src/.quarto/_freeze/site_libs/revealjs/plugin/quarto-support/plugin.yml
new file mode 100644
index 0000000000000000000000000000000000000000..546956e94c3f6d68d42e56427012187bcc6ec26a
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/quarto-support/plugin.yml
@@ -0,0 +1,5 @@
+name: QuartoSupport
+script: support.js
+stylesheet: footer.css
+config:
+  smaller: false
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/quarto-support/support.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/quarto-support/support.js
new file mode 100644
index 0000000000000000000000000000000000000000..73246a7899f556b08d36da9f1116abf74d37f3f2
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/quarto-support/support.js
@@ -0,0 +1,405 @@
+// catch all plugin for various quarto features
+window.QuartoSupport = function () {
+  function isPrintView() {
+    return /print-pdf/gi.test(window.location.search) || /view=print/gi.test(window.location.search);
+  }
+
+  // helper for theme toggling
+  function toggleBackgroundTheme(el, onDarkBackground, onLightBackground) {
+    if (onDarkBackground) {
+      el.classList.add('has-dark-background')
+    } else {
+      el.classList.remove('has-dark-background')
+    }
+    if (onLightBackground) {
+      el.classList.add('has-light-background')
+    } else {
+      el.classList.remove('has-light-background')
+    }
+  }
+
+  // implement controlsAudo
+  function controlsAuto(deck) {
+    const config = deck.getConfig();
+    if (config.controlsAuto === true) {
+      const iframe = window.location !== window.parent.location;
+      const localhost =
+        window.location.hostname === "localhost" ||
+        window.location.hostname === "127.0.0.1";
+      deck.configure({
+        controls:
+          (iframe && !localhost) ||
+          (deck.hasVerticalSlides() && config.navigationMode !== "linear"),
+      });
+    }
+  }
+
+  // helper to provide event handlers for all links in a container
+  function handleLinkClickEvents(deck, container) {
+    Array.from(container.querySelectorAll("a")).forEach((el) => {
+      const url = el.getAttribute("href");
+      if (/^(http|www)/gi.test(url)) {
+        el.addEventListener(
+          "click",
+          (ev) => {
+            const fullscreen = !!window.document.fullscreen;
+            const dataPreviewLink = el.getAttribute("data-preview-link");
+
+            // if there is a local specifcation then use that
+            if (dataPreviewLink) {
+              if (
+                dataPreviewLink === "true" ||
+                (dataPreviewLink === "auto" && fullscreen)
+              ) {
+                ev.preventDefault();
+                deck.showPreview(url);
+                return false;
+              }
+            } else {
+              const previewLinks = !!deck.getConfig().previewLinks;
+              const previewLinksAuto =
+                deck.getConfig().previewLinksAuto === true;
+              if (previewLinks == true || (previewLinksAuto && fullscreen)) {
+                ev.preventDefault();
+                deck.showPreview(url);
+                return false;
+              }
+            }
+
+            // if the deck is in an iframe we want to open it externally
+            // (don't do this when in vscode though as it has its own
+            // handler for opening links externally that will be play)
+            const iframe = window.location !== window.parent.location;
+            if (
+              iframe &&
+              !window.location.search.includes("quartoPreviewReqId=")
+            ) {
+              ev.preventDefault();
+              ev.stopImmediatePropagation();
+              window.open(url, "_blank");
+              return false;
+            }
+
+            // if the user has set data-preview-link to "auto" we need to handle the event
+            // (because reveal will interpret "auto" as true)
+            if (dataPreviewLink === "auto") {
+              ev.preventDefault();
+              ev.stopImmediatePropagation();
+              const target =
+                el.getAttribute("target") ||
+                (ev.ctrlKey || ev.metaKey ? "_blank" : "");
+              if (target) {
+                window.open(url, target);
+              } else {
+                window.location.href = url;
+              }
+              return false;
+            }
+          },
+          false
+        );
+      }
+    });
+  }
+
+  // implement previewLinksAuto
+  function previewLinksAuto(deck) {
+    handleLinkClickEvents(deck, deck.getRevealElement());
+  }
+
+  // apply styles
+  function applyGlobalStyles(deck) {
+    if (deck.getConfig()["smaller"] === true) {
+      const revealParent = deck.getRevealElement();
+      revealParent.classList.add("smaller");
+    }
+  }
+
+  // add logo image
+  function addLogoImage(deck) {
+    const revealParent = deck.getRevealElement();
+    const logoImg = document.querySelector(".slide-logo");
+    if (logoImg) {
+      revealParent.appendChild(logoImg);
+      revealParent.classList.add("has-logo");
+    }
+  }
+
+  // tweak slide-number element
+  function tweakSlideNumber(deck) {
+    deck.on("slidechanged", function (ev) {
+      // No slide number in scroll view
+      if (deck.isScrollView()) { return }
+      const revealParent = deck.getRevealElement();
+      const slideNumberEl = revealParent.querySelector(".slide-number");
+      const slideBackground = Reveal.getSlideBackground(ev.currentSlide);
+      const onDarkBackground = slideBackground.classList.contains('has-dark-background')
+      const onLightBackground = slideBackground.classList.contains('has-light-background')
+      toggleBackgroundTheme(slideNumberEl, onDarkBackground, onLightBackground);
+    })
+  }
+
+  // add footer text
+  function addFooter(deck) {
+    const revealParent = deck.getRevealElement();
+    const defaultFooterDiv = document.querySelector(".footer-default");
+    // Set per slide footer if any defined, 
+    // or show default unless data-footer="false" for no footer on this slide
+    const setSlideFooter = (ev, defaultFooterDiv) => {
+      const currentSlideFooter = ev.currentSlide.querySelector(".footer");
+      const onDarkBackground = deck.getSlideBackground(ev.currentSlide).classList.contains('has-dark-background')
+      const onLightBackground = deck.getSlideBackground(ev.currentSlide).classList.contains('has-light-background')
+      if (currentSlideFooter) {
+        defaultFooterDiv.style.display = "none";
+        const slideFooter = currentSlideFooter.cloneNode(true);
+        handleLinkClickEvents(deck, slideFooter);
+        deck.getRevealElement().appendChild(slideFooter);
+        toggleBackgroundTheme(slideFooter, onDarkBackground, onLightBackground)
+      } else if (ev.currentSlide.getAttribute("data-footer") === "false") {
+        defaultFooterDiv.style.display = "none";
+      } else {
+        defaultFooterDiv.style.display = "block";
+        toggleBackgroundTheme(defaultFooterDiv, onDarkBackground, onLightBackground)
+      }
+    }
+    if (defaultFooterDiv) {
+      // move default footnote to the div.reveal element
+      revealParent.appendChild(defaultFooterDiv);
+      handleLinkClickEvents(deck, defaultFooterDiv);
+
+      if (!isPrintView()) {
+        // Ready even is needed so that footer customization applies on first loaded slide
+        deck.on('ready', (ev) => {
+          // Set footer (custom, default or none)
+          setSlideFooter(ev, defaultFooterDiv)
+        });
+        // Any new navigated new slide will get the custom footnote check
+        deck.on("slidechanged", function (ev) {
+          // Remove presentation footer defined by previous slide
+          const prevSlideFooter = document.querySelector(
+            ".reveal > .footer:not(.footer-default)"
+          );
+          if (prevSlideFooter) {
+            prevSlideFooter.remove();
+          }
+          // Set new one (custom, default or none)
+          setSlideFooter(ev, defaultFooterDiv)
+        });
+      }
+    }
+  }
+
+  // add chalkboard buttons
+  function addChalkboardButtons(deck) {
+    const chalkboard = deck.getPlugin("RevealChalkboard");
+    if (chalkboard && !isPrintView()) {
+      const revealParent = deck.getRevealElement();
+      const chalkboardDiv = document.createElement("div");
+      chalkboardDiv.classList.add("slide-chalkboard-buttons");
+      if (document.querySelector(".slide-menu-button")) {
+        chalkboardDiv.classList.add("slide-menu-offset");
+      }
+      // add buttons
+      const buttons = [
+        {
+          icon: "easel2",
+          title: "Toggle Chalkboard (b)",
+          onclick: chalkboard.toggleChalkboard,
+        },
+        {
+          icon: "brush",
+          title: "Toggle Notes Canvas (c)",
+          onclick: chalkboard.toggleNotesCanvas,
+        },
+      ];
+      buttons.forEach(function (button) {
+        const span = document.createElement("span");
+        span.title = button.title;
+        const icon = document.createElement("i");
+        icon.classList.add("fas");
+        icon.classList.add("fa-" + button.icon);
+        span.appendChild(icon);
+        span.onclick = function (event) {
+          event.preventDefault();
+          button.onclick();
+        };
+        chalkboardDiv.appendChild(span);
+      });
+      revealParent.appendChild(chalkboardDiv);
+      const config = deck.getConfig();
+      if (!config.chalkboard.buttons) {
+        chalkboardDiv.classList.add("hidden");
+      }
+
+      // show and hide chalkboard buttons on slidechange
+      deck.on("slidechanged", function (ev) {
+        const config = deck.getConfig();
+        let buttons = !!config.chalkboard.buttons;
+        const slideButtons = ev.currentSlide.getAttribute(
+          "data-chalkboard-buttons"
+        );
+        if (slideButtons) {
+          if (slideButtons === "true" || slideButtons === "1") {
+            buttons = true;
+          } else if (slideButtons === "false" || slideButtons === "0") {
+            buttons = false;
+          }
+        }
+        if (buttons) {
+          chalkboardDiv.classList.remove("hidden");
+        } else {
+          chalkboardDiv.classList.add("hidden");
+        }
+      });
+    }
+  }
+
+  function handleTabbyClicks() {
+    const tabs = document.querySelectorAll(".panel-tabset-tabby > li > a");
+    for (let i = 0; i < tabs.length; i++) {
+      const tab = tabs[i];
+      tab.onclick = function (ev) {
+        ev.preventDefault();
+        ev.stopPropagation();
+        return false;
+      };
+    }
+  }
+
+  function fixupForPrint(deck) {
+    if (isPrintView()) {
+      const slides = deck.getSlides();
+      slides.forEach(function (slide) {
+        slide.removeAttribute("data-auto-animate");
+      });
+      window.document.querySelectorAll(".hljs").forEach(function (el) {
+        el.classList.remove("hljs");
+      });
+      window.document.querySelectorAll(".hljs-ln-code").forEach(function (el) {
+        el.classList.remove("hljs-ln-code");
+      });
+    }
+  }
+
+  function handleSlideChanges(deck) {
+    // dispatch for htmlwidgets
+    const fireSlideEnter = () => {
+      const event = window.document.createEvent("Event");
+      event.initEvent("slideenter", true, true);
+      window.document.dispatchEvent(event);
+    };
+
+    const fireSlideChanged = (previousSlide, currentSlide) => {
+      fireSlideEnter();
+
+      // dispatch for shiny
+      if (window.jQuery) {
+        if (previousSlide) {
+          window.jQuery(previousSlide).trigger("hidden");
+        }
+        if (currentSlide) {
+          window.jQuery(currentSlide).trigger("shown");
+        }
+      }
+    };
+
+    // fire slideEnter for tabby tab activations (for htmlwidget resize behavior)
+    document.addEventListener("tabby", fireSlideEnter, false);
+
+    deck.on("slidechanged", function (event) {
+      fireSlideChanged(event.previousSlide, event.currentSlide);
+    });
+  }
+
+  function workaroundMermaidDistance(deck) {
+    if (window.document.querySelector("pre.mermaid-js")) {
+      const slideCount = deck.getTotalSlides();
+      deck.configure({
+        mobileViewDistance: slideCount,
+        viewDistance: slideCount,
+      });
+    }
+  }
+
+  function handleWhiteSpaceInColumns(deck) {
+    for (const outerDiv of window.document.querySelectorAll("div.columns")) {
+      // remove all whitespace text nodes
+      // whitespace nodes cause the columns to be misaligned
+      // since they have inline-block layout
+      // 
+      // Quarto emits no whitespace nodes, but third-party tooling
+      // has bugs that can cause whitespace nodes to be emitted.
+      // See https://github.com/quarto-dev/quarto-cli/issues/8382
+      for (const node of outerDiv.childNodes) {
+        if (node.nodeType === 3 && node.nodeValue.trim() === "") {
+          outerDiv.removeChild(node);
+        }
+      }
+    }
+  }
+
+  function cleanEmptyAutoGeneratedContent(deck) {
+    const div = document.querySelector('div.quarto-auto-generated-content')
+    if (div && div.textContent.trim() === '') {
+      div.remove()
+    }
+  }
+
+  // FIXME: Possibly remove this wrapper class when upstream trigger is fixed
+  // https://github.com/hakimel/reveal.js/issues/3688
+  // Currently, scrollActivationWidth needs to be unset for toggle to work
+  class ScrollViewToggler {
+    constructor(deck) {
+      this.deck = deck;
+      this.oldScrollActivationWidth = deck.getConfig()['scrollActivationWidth'];
+    }
+  
+    toggleScrollViewWrapper() {
+      if (this.deck.isScrollView() === true) {
+        this.deck.configure({ scrollActivationWidth: this.oldScrollActivationWidth });
+        this.deck.toggleScrollView(false);
+      } else if (this.deck.isScrollView() === false) {
+        this.deck.configure({ scrollActivationWidth: null });
+        this.deck.toggleScrollView(true);
+      }
+    }
+  }
+
+  let scrollViewToggler;
+
+  function installScollViewKeyBindings(deck) {
+		var config = deck.getConfig();
+		var shortcut = config.scrollViewShortcut || 'R';
+		Reveal.addKeyBinding({
+			keyCode: shortcut.toUpperCase().charCodeAt( 0 ),
+			key: shortcut.toUpperCase(),
+			description: 'Scroll View Mode'
+		}, () => { scrollViewToggler.toggleScrollViewWrapper() } );
+	}
+
+  return {
+    id: "quarto-support",
+    init: function (deck) {
+      scrollViewToggler = new ScrollViewToggler(deck);
+      controlsAuto(deck);
+      previewLinksAuto(deck);
+      fixupForPrint(deck);
+      applyGlobalStyles(deck);
+      addLogoImage(deck);
+      tweakSlideNumber(deck);
+      addFooter(deck);
+      addChalkboardButtons(deck);
+      handleTabbyClicks();
+      handleSlideChanges(deck);
+      workaroundMermaidDistance(deck);
+      handleWhiteSpaceInColumns(deck);
+      installScollViewKeyBindings(deck);
+      // should stay last
+      cleanEmptyAutoGeneratedContent(deck);
+    },
+    // Export for adding in menu
+    toggleScrollView: function() {
+      scrollViewToggler.toggleScrollViewWrapper();
+    }
+  };
+};
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/reveal-menu/menu.css b/src/.quarto/_freeze/site_libs/revealjs/plugin/reveal-menu/menu.css
new file mode 100644
index 0000000000000000000000000000000000000000..5a300fdf63f758dc86e6d9f2ad8b543ea444cd9f
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/reveal-menu/menu.css
@@ -0,0 +1,346 @@
+.slide-menu-wrapper {
+  font-family: 'Source Sans Pro', Helvetica, sans-serif;
+}
+
+.slide-menu-wrapper .slide-menu {
+  background-color: #333;
+  z-index: 200;
+  position: fixed;
+  top: 0;
+  width: 300px;
+  height: 100%;
+  /*overflow-y: scroll;*/
+  transition: transform 0.3s;
+  font-size: 16px;
+  font-weight: normal;
+}
+
+.slide-menu-wrapper .slide-menu.slide-menu--wide {
+  width: 500px;
+}
+
+.slide-menu-wrapper .slide-menu.slide-menu--third {
+  width: 33%;
+}
+
+.slide-menu-wrapper .slide-menu.slide-menu--half {
+  width: 50%;
+}
+
+.slide-menu-wrapper .slide-menu.slide-menu--full {
+  width: 95%;
+}
+
+/*
+ * Slides menu
+ */
+
+.slide-menu-wrapper .slide-menu-items {
+  margin: 0;
+  padding: 0;
+  width: 100%;
+  border-bottom: solid 1px #555;
+}
+
+.slide-menu-wrapper .slide-menu-item,
+.slide-menu-wrapper .slide-menu-item-vertical {
+  display: block;
+  text-align: left;
+  padding: 10px 18px;
+  color: #aaa;
+  cursor: pointer;
+}
+
+.slide-menu-wrapper .slide-menu-item-vertical {
+  padding-left: 30px;
+}
+
+.slide-menu-wrapper .slide-menu--wide .slide-menu-item-vertical,
+.slide-menu-wrapper .slide-menu--third .slide-menu-item-vertical,
+.slide-menu-wrapper .slide-menu--half .slide-menu-item-vertical,
+.slide-menu-wrapper .slide-menu--full .slide-menu-item-vertical,
+.slide-menu-wrapper .slide-menu--custom .slide-menu-item-vertical {
+  padding-left: 50px;
+}
+
+.slide-menu-wrapper .slide-menu-item {
+  border-top: solid 1px #555;
+}
+
+.slide-menu-wrapper .active-menu-panel li.selected {
+  background-color: #222;
+  color: white;
+}
+
+.slide-menu-wrapper .active-menu-panel li.active {
+  color: #eee;
+}
+
+.slide-menu-wrapper .slide-menu-item.no-title .slide-menu-item-title,
+.slide-menu-wrapper .slide-menu-item-vertical.no-title .slide-menu-item-title {
+  font-style: italic;
+}
+
+.slide-menu-wrapper .slide-menu-item-number {
+  color: #999;
+  padding-right: 6px;
+}
+
+.slide-menu-wrapper .slide-menu-item i.far,
+.slide-menu-wrapper .slide-menu-item i.fas,
+.slide-menu-wrapper .slide-menu-item-vertical i.far,
+.slide-menu-wrapper .slide-menu-item-vertical i.fas,
+.slide-menu-wrapper .slide-menu-item svg.svg-inline--fa,
+.slide-menu-wrapper .slide-menu-item-vertical svg.svg-inline--fa {
+  padding-right: 12px;
+  display: none;
+}
+
+.slide-menu-wrapper .slide-menu-item.past i.fas.past,
+.slide-menu-wrapper .slide-menu-item-vertical.past i.fas.past,
+.slide-menu-wrapper .slide-menu-item.active i.fas.active,
+.slide-menu-wrapper .slide-menu-item-vertical.active i.fas.active,
+.slide-menu-wrapper .slide-menu-item.future i.far.future,
+.slide-menu-wrapper .slide-menu-item-vertical.future i.far.future,
+.slide-menu-wrapper .slide-menu-item.past svg.svg-inline--fa.past,
+.slide-menu-wrapper .slide-menu-item-vertical.past svg.svg-inline--fa.past,
+.slide-menu-wrapper .slide-menu-item.active svg.svg-inline--fa.active,
+.slide-menu-wrapper .slide-menu-item-vertical.active svg.svg-inline--fa.active,
+.slide-menu-wrapper .slide-menu-item.future svg.svg-inline--fa.future,
+.slide-menu-wrapper .slide-menu-item-vertical.future svg.svg-inline--fa.future {
+  display: inline-block;
+}
+
+.slide-menu-wrapper .slide-menu-item.past i.fas.past,
+.slide-menu-wrapper .slide-menu-item-vertical.past i.fas.past,
+.slide-menu-wrapper .slide-menu-item.future i.far.future,
+.slide-menu-wrapper .slide-menu-item-vertical.future i.far.future,
+.slide-menu-wrapper .slide-menu-item.past svg.svg-inline--fa.past,
+.slide-menu-wrapper .slide-menu-item-vertical.past svg.svg-inline--fa.past,
+.slide-menu-wrapper .slide-menu-item.future svg.svg-inline--fa.future,
+.slide-menu-wrapper .slide-menu-item-vertical.future svg.svg-inline--fa.future {
+  opacity: 0.4;
+}
+
+.slide-menu-wrapper .slide-menu-item.active i.fas.active,
+.slide-menu-wrapper .slide-menu-item-vertical.active i.fas.active,
+.slide-menu-wrapper .slide-menu-item.active svg.svg-inline--fa.active,
+.slide-menu-wrapper .slide-menu-item-vertical.active svg.svg-inline--fa.active {
+  opacity: 0.8;
+}
+
+.slide-menu-wrapper .slide-menu--left {
+  left: 0;
+  -webkit-transform: translateX(-100%);
+  -ms-transform: translateX(-100%);
+  transform: translateX(-100%);
+}
+
+.slide-menu-wrapper .slide-menu--left.active {
+  -webkit-transform: translateX(0);
+  -ms-transform: translateX(0);
+  transform: translateX(0);
+}
+
+.slide-menu-wrapper .slide-menu--right {
+  right: 0;
+  -webkit-transform: translateX(100%);
+  -ms-transform: translateX(100%);
+  transform: translateX(100%);
+}
+
+.slide-menu-wrapper .slide-menu--right.active {
+  -webkit-transform: translateX(0);
+  -ms-transform: translateX(0);
+  transform: translateX(0);
+}
+
+.slide-menu-wrapper {
+  transition: transform 0.3s;
+}
+
+/*
+ * Toolbar
+ */
+.slide-menu-wrapper .slide-menu-toolbar {
+  height: 60px;
+  width: 100%;
+  font-size: 12px;
+  display: table;
+  table-layout: fixed; /* ensures equal width */
+  margin: 0;
+  padding: 0;
+  border-bottom: solid 2px #666;
+}
+
+.slide-menu-wrapper .slide-menu-toolbar > li {
+  display: table-cell;
+  line-height: 150%;
+  text-align: center;
+  vertical-align: middle;
+  cursor: pointer;
+  color: #aaa;
+  border-radius: 3px;
+}
+
+.slide-menu-wrapper .slide-menu-toolbar > li.toolbar-panel-button i,
+.slide-menu-wrapper
+  .slide-menu-toolbar
+  > li.toolbar-panel-button
+  svg.svg-inline--fa {
+  font-size: 1.7em;
+}
+
+.slide-menu-wrapper .slide-menu-toolbar > li.active-toolbar-button {
+  color: white;
+  text-shadow: 0 1px black;
+  text-decoration: underline;
+}
+
+.slide-menu-toolbar > li.toolbar-panel-button:hover {
+  color: white;
+}
+
+.slide-menu-toolbar
+  > li.toolbar-panel-button:hover
+  span.slide-menu-toolbar-label,
+.slide-menu-wrapper
+  .slide-menu-toolbar
+  > li.active-toolbar-button
+  span.slide-menu-toolbar-label {
+  visibility: visible;
+}
+
+/*
+ * Panels
+ */
+.slide-menu-wrapper .slide-menu-panel {
+  position: absolute;
+  width: 100%;
+  visibility: hidden;
+  height: calc(100% - 60px);
+  overflow-x: hidden;
+  overflow-y: auto;
+  color: #aaa;
+}
+
+.slide-menu-wrapper .slide-menu-panel.active-menu-panel {
+  visibility: visible;
+}
+
+.slide-menu-wrapper .slide-menu-panel h1,
+.slide-menu-wrapper .slide-menu-panel h2,
+.slide-menu-wrapper .slide-menu-panel h3,
+.slide-menu-wrapper .slide-menu-panel h4,
+.slide-menu-wrapper .slide-menu-panel h5,
+.slide-menu-wrapper .slide-menu-panel h6 {
+  margin: 20px 0 10px 0;
+  color: #fff;
+  line-height: 1.2;
+  letter-spacing: normal;
+  text-shadow: none;
+}
+
+.slide-menu-wrapper .slide-menu-panel h1 {
+  font-size: 1.6em;
+}
+.slide-menu-wrapper .slide-menu-panel h2 {
+  font-size: 1.4em;
+}
+.slide-menu-wrapper .slide-menu-panel h3 {
+  font-size: 1.3em;
+}
+.slide-menu-wrapper .slide-menu-panel h4 {
+  font-size: 1.1em;
+}
+.slide-menu-wrapper .slide-menu-panel h5 {
+  font-size: 1em;
+}
+.slide-menu-wrapper .slide-menu-panel h6 {
+  font-size: 0.9em;
+}
+
+.slide-menu-wrapper .slide-menu-panel p {
+  margin: 10px 0 5px 0;
+}
+
+.slide-menu-wrapper .slide-menu-panel a {
+  color: #ccc;
+  text-decoration: underline;
+}
+
+.slide-menu-wrapper .slide-menu-panel a:hover {
+  color: white;
+}
+
+.slide-menu-wrapper .slide-menu-item a {
+  text-decoration: none;
+}
+
+.slide-menu-wrapper .slide-menu-custom-panel {
+  width: calc(100% - 20px);
+  padding-left: 10px;
+  padding-right: 10px;
+}
+
+.slide-menu-wrapper .slide-menu-custom-panel .slide-menu-items {
+  width: calc(100% + 20px);
+  margin-left: -10px;
+  margin-right: 10px;
+}
+
+/*
+ * Theme and Transitions buttons
+ */
+
+.slide-menu-wrapper div[data-panel='Themes'] li,
+.slide-menu-wrapper div[data-panel='Transitions'] li {
+  display: block;
+  text-align: left;
+  cursor: pointer;
+  color: #848484;
+}
+
+/*
+ * Menu controls
+ */
+.reveal .slide-menu-button {
+  position: fixed;
+  left: 30px;
+  bottom: 30px;
+  z-index: 30;
+  font-size: 24px;
+}
+
+/*
+ * Menu overlay
+ */
+
+.slide-menu-wrapper .slide-menu-overlay {
+  position: fixed;
+  z-index: 199;
+  top: 0;
+  left: 0;
+  overflow: hidden;
+  width: 0;
+  height: 0;
+  background-color: #000;
+  opacity: 0;
+  transition: opacity 0.3s, width 0s 0.3s, height 0s 0.3s;
+}
+
+.slide-menu-wrapper .slide-menu-overlay.active {
+  width: 100%;
+  height: 100%;
+  opacity: 0.7;
+  transition: opacity 0.3s;
+}
+
+/*
+ * Hide menu for pdf printing
+ */
+body.print-pdf .slide-menu-wrapper .slide-menu,
+body.print-pdf .reveal .slide-menu-button,
+body.print-pdf .slide-menu-wrapper .slide-menu-overlay {
+  display: none;
+}
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/reveal-menu/menu.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/reveal-menu/menu.js
new file mode 100644
index 0000000000000000000000000000000000000000..5369df338cfc7eb64e9f85550f2807abf5c2d10b
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/reveal-menu/menu.js
@@ -0,0 +1 @@
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li[data-item="'+(parseInt(s.getAttribute("data-item"))-1)+'"]')||s);else(o=O(".active-menu-panel .slide-menu-items li.slide-menu-item"))&&h(o);break;case 74:case 40:if(s=O(".active-menu-panel .slide-menu-items li.selected")||O(".active-menu-panel .slide-menu-items li.active"))A(".active-menu-panel .slide-menu-items li").forEach((function(e){e.classList.remove("selected")})),h(O('.active-menu-panel .slide-menu-items li[data-item="'+(parseInt(s.getAttribute("data-item"))+1)+'"]')||s);else(o=O(".active-menu-panel .slide-menu-items li.slide-menu-item"))&&h(o);break;case 33:case 85:var t=A(".active-menu-panel .slide-menu-items li").filter((function(e){return u(e)>0})),n=A(".active-menu-panel .slide-menu-items li").filter((function(e){return 0==u(e)})),r=t.length>0&&Math.abs(u(t[t.length-1]))<t[t.length-1].clientHeight?t[t.length-1]:n[0];r&&(r.classList.contains("selected")&&t.length>0&&(p(r),r=(n=A(".active-menu-panel .slide-menu-items li").filter((function(e){return 0==u(e)})))[0]==r?t[t.length-1]:n[0]),A(".active-menu-panel .slide-menu-items li").forEach((function(e){e.classList.remove("selected")})),h(r),d(r));break;case 34:case 68:n=A(".active-menu-panel .slide-menu-items li").filter((function(e){return 0==u(e)}));var i=A(".active-menu-panel .slide-menu-items li").filter((function(e){return u(e)<0})),a=i.length>0&&Math.abs(u(i[0]))<i[0].clientHeight?i[0]:n[n.length-1];a&&(a.classList.contains("selected")&&i.length>0&&(d(a),a=(n=A(".active-menu-panel .slide-menu-items li").filter((function(e){return 0==u(e)})))[n.length-1]==a?i[0]:n[n.length-1]),A(".active-menu-panel .slide-menu-items li").forEach((function(e){e.classList.remove("selected")})),h(a),p(a));break;case 36:A(".active-menu-panel .slide-menu-items li").forEach((function(e){e.classList.remove("selected")})),(o=O(".active-menu-panel .slide-menu-items li:first-of-type"))&&(o.classList.add("selected"),f(o));break;case 35:var o;A(".active-menu-panel .slide-menu-items li").forEach((function(e){e.classList.remove("selected")})),(o=O(".active-menu-panel .slide-menu-items:last-of-type li:last-of-type"))&&(o.classList.add("selected"),f(o));break;case 32:case 13:var s;(s=O(".active-menu-panel .slide-menu-items li.selected"))&&E(s,!0);break;case 27:g(null,!0)}var l}function v(e){(e&&e.preventDefault(),b())||(O("body").classList.add("slide-menu-active"),O(".reveal").classList.add("has-"+r.effect+"-"+r.side),O(".slide-menu").classList.add("active"),O(".slide-menu-overlay").classList.add("active"),r.themes&&(A('div[data-panel="Themes"] li').forEach((function(e){e.classList.remove("active")})),A('li[data-theme="'+O("link#theme").getAttribute("href")+'"]').forEach((function(e){e.classList.add("active")}))),r.transitions&&(A('div[data-panel="Transitions"] li').forEach((function(e){e.classList.remove("active")})),A('li[data-transition="'+n.transition+'"]').forEach((function(e){e.classList.add("active")}))),A(".slide-menu-panel li.active").forEach((function(e){e.classList.add("selected"),f(e)})))}function g(e,t){e&&e.preventDefault(),r.sticky&&!t||(O("body").classList.remove("slide-menu-active"),O(".reveal").classList.remove("has-"+r.effect+"-"+r.side),O(".slide-menu").classList.remove("active"),O(".slide-menu-overlay").classList.remove("active"),A(".slide-menu-panel li.selected").forEach((function(e){e.classList.remove("selected")})))}function y(e){b()?g(e,!0):v(e)}function b(){return O("body").classList.contains("slide-menu-active")}function S(e,t){v(e);var n=t;"string"!=typeof t&&(n=e.currentTarget.getAttribute("data-panel")),O(".slide-menu-toolbar > li.active-toolbar-button").classList.remove("active-toolbar-button"),O('li[data-panel="'+n+'"]').classList.add("active-toolbar-button"),O(".slide-menu-panel.active-menu-panel").classList.remove("active-menu-panel"),O('div[data-panel="'+n+'"]').classList.add("active-menu-panel")}function E(e,n){var i=parseInt(e.getAttribute("data-slide-h")),a=parseInt(e.getAttribute("data-slide-v")),o=e.getAttribute("data-theme"),s=e.getAttribute("data-highlight-theme"),l=e.getAttribute("data-transition");isNaN(i)||isNaN(a)||t.slide(i,a),o&&I("theme",o),s&&I("highlight-theme",s),l&&t.configure({transition:l});var c=O("a",e);c&&(n||!r.sticky||r.autoOpen&&c.href.startsWith("#")||c.href.startsWith(window.location.origin+window.location.pathname+"#"))&&c.click(),g()}function x(e){"A"!==e.target.nodeName&&e.preventDefault(),E(e.currentTarget)}function w(){var e=t.getState();A("li.slide-menu-item, li.slide-menu-item-vertical").forEach((function(t){t.classList.remove("past"),t.classList.remove("active"),t.classList.remove("future");var n=parseInt(t.getAttribute("data-slide-h")),r=parseInt(t.getAttribute("data-slide-v"));n<e.indexh||n===e.indexh&&r<e.indexv?t.classList.add("past"):n===e.indexh&&r===e.indexv?t.classList.add("active"):t.classList.add("future")}))}function L(){var e=window.getComputedStyle(O(".reveal"));O(".slide-menu").style.fontFamily=e.fontFamily}var T=0;function C(){if(!a){var e=function(e,t,n,r,i,a){var o={"data-button":""+T++,class:"toolbar-panel-button"+(a?" active-toolbar-button":"")};t&&(o["data-panel"]=t);var s=k("li",o);return n.startsWith("fa-")?s.appendChild(k("i",{class:r+" "+n})):s.innerHTML=n+"</i>",s.appendChild(k("br"),O("i",s)),s.appendChild(k("span",{class:"slide-menu-toolbar-label"},e),O("i",s)),s.onclick=i,d.appendChild(s),s},i=function(e,i,a,o,s){function l(e,t){if(""===e)return null;var n=t?O(e,i):O(e);return n?n.textContent:null}var c=i.getAttribute("data-menu-title")||l(".menu-title",i)||l(r.titleSelector,i);if(!c&&r.useTextContentForMissingTitles&&(c=i.textContent.trim())&&(c=c.split("\n").map((function(e){return e.trim()})).join(" ").trim().replace(/^(.{16}[^\s]*).*/,"$1").replace(/&/g,"&amp;").replace(/</g,"&lt;").replace(/>/g,"&gt;").replace(/"/g,"&quot;").replace(/'/g,"&#039;")+"..."),!c){if(r.hideMissingTitles)return"";e+=" no-title",c="Slide "+(a+1)}var u=k("li",{class:e,"data-item":a,"data-slide-h":o,"data-slide-v":void 0===s?0:s});if(r.markers&&(u.appendChild(k("i",{class:"fas fa-check-circle fa-fw past"})),u.appendChild(k("i",{class:"fas fa-arrow-alt-circle-right fa-fw active"})),u.appendChild(k("i",{class:"far fa-circle fa-fw future"}))),r.numbers){var f=[],d="h.v";switch("string"==typeof r.numbers?d=r.numbers:"string"==typeof n.slideNumber&&(d=n.slideNumber),d){case"c":f.push(a+1);break;case"c/t":f.push(a+1,"/",t.getTotalSlides());break;case"h/v":f.push(o+1),"number"!=typeof s||isNaN(s)||f.push("/",s+1);break;default:f.push(o+1),"number"!=typeof s||isNaN(s)||f.push(".",s+1)}u.appendChild(k("span",{class:"slide-menu-item-number"},f.join("")+". "))}return u.appendChild(k("span",{class:"slide-menu-item-title"},c)),u},o=function(e){s&&(A(".active-menu-panel .slide-menu-items li.selected").forEach((function(e){e.classList.remove("selected")})),e.currentTarget.classList.add("selected"))},l=O(".reveal").parentElement,c=k("div",{class:"slide-menu-wrapper"});l.appendChild(c);var u=k("nav",{class:"slide-menu slide-menu--"+r.side});"string"==typeof r.width&&(-1!=["normal","wide","third","half","full"].indexOf(r.width)?u.classList.add("slide-menu--"+r.width):(u.classList.add("slide-menu--custom"),u.style.width=r.width)),c.appendChild(u),L();var f=k("div",{class:"slide-menu-overlay"});c.appendChild(f),f.onclick=function(){g(null,!0)};var d=k("ol",{class:"slide-menu-toolbar"});O(".slide-menu").appendChild(d),e("Slides","Slides","fa-images","fas",S,!0),r.custom&&r.custom.forEach((function(t,n,r){e(t.title,"Custom"+n,t.icon,null,S)})),r.themes&&e("Themes","Themes","fa-adjust","fas",S),r.transitions&&e("Transitions","Transitions","fa-sticky-note","fas",S);var p=k("li",{id:"close",class:"toolbar-panel-button"});if(p.appendChild(k("i",{class:"fas fa-times"})),p.appendChild(k("br")),p.appendChild(k("span",{class:"slide-menu-toolbar-label"},"Close")),p.onclick=function(){g(null,!0)},d.appendChild(p),function e(){if(document.querySelector("section[data-markdown]:not([data-markdown-parsed])"))setTimeout(e,100);else{var t=k("div",{"data-panel":"Slides",class:"slide-menu-panel active-menu-panel"});t.appendChild(k("ul",{class:"slide-menu-items"})),u.appendChild(t);var n=O('.slide-menu-panel[data-panel="Slides"] > .slide-menu-items'),r=0;A(".slides > section").forEach((function(e,t){var a=A("section",e);if(a.length>0)a.forEach((function(e,a){var o=i(0===a?"slide-menu-item":"slide-menu-item-vertical",e,r,t,a);o&&n.appendChild(o),r++}));else{var o=i("slide-menu-item",e,r,t);o&&n.appendChild(o),r++}})),A(".slide-menu-item, .slide-menu-item-vertical").forEach((function(e){e.onclick=x})),w()}}(),t.addEventListener("slidechanged",w),r.custom){var h=function(){this.status>=200&&this.status<300?(this.panel.innerHTML=this.responseText,C(this.panel)):I(this)},E=function(){I(this)},C=function(e){A("ul.slide-menu-items li.slide-menu-item",e).forEach((function(e,t){e.setAttribute("data-item",t+1),e.onclick=x,e.addEventListener("mouseenter",o)}))},I=function(e){var t="<p>ERROR: The attempt to fetch "+e.responseURL+" failed with HTTP status "+e.status+" ("+e.statusText+").</p><p>Remember that you need to serve the presentation HTML from a HTTP server.</p>";e.panel.innerHTML=t};r.custom.forEach((function(e,t,n){var r=k("div",{"data-panel":"Custom"+t,class:"slide-menu-panel slide-menu-custom-panel"});e.content?(r.innerHTML=e.content,C(r)):e.src&&function(e,t){var n=new XMLHttpRequest;n.panel=e,n.arguments=Array.prototype.slice.call(arguments,2),n.onload=h,n.onerror=E,n.open("get",t,!0),n.send(null)}(r,e.src),u.appendChild(r)}))}if(r.themes){var P=k("div",{class:"slide-menu-panel","data-panel":"Themes"});u.appendChild(P);var M=k("ul",{class:"slide-menu-items"});P.appendChild(M),r.themes.forEach((function(e,t){var n={class:"slide-menu-item","data-item":""+(t+1)};e.theme&&(n["data-theme"]=e.theme),e.highlightTheme&&(n["data-highlight-theme"]=e.highlightTheme);var r=k("li",n,e.name);M.appendChild(r),r.onclick=x}))}if(r.transitions){P=k("div",{class:"slide-menu-panel","data-panel":"Transitions"});u.appendChild(P);M=k("ul",{class:"slide-menu-items"});P.appendChild(M),r.transitions.forEach((function(e,t){var n=k("li",{class:"slide-menu-item","data-transition":e.toLowerCase(),"data-item":""+(t+1)},e);M.appendChild(n),n.onclick=x}))}if(r.openButton){var R=k("div",{class:"slide-menu-button"}),j=k("a",{href:"#"});j.appendChild(k("i",{class:"fas fa-bars"})),R.appendChild(j),O(".reveal").appendChild(R),R.onclick=v}if(r.openSlideNumber)O("div.slide-number").onclick=v;A(".slide-menu-panel .slide-menu-items li").forEach((function(e){e.addEventListener("mouseenter",o)}))}if(r.keyboard){if(document.addEventListener("keydown",m,!1),window.addEventListener("message",(function(e){var t;try{t=JSON.parse(e.data)}catch(e){}t&&"triggerKey"===t.method&&m({keyCode:t.args[0],stopImmediatePropagation:function(){}})})),n.keyboardCondition&&"function"==typeof n.keyboardCondition){var N=n.keyboardCondition;n.keyboardCondition=function(e){return N(e)&&(!b()||77==e.keyCode)}}else n.keyboardCondition=function(e){return!b()||77==e.keyCode};t.addKeyBinding({keyCode:77,key:"M",description:"Toggle menu"},y)}r.openOnInit&&v(),a=!0}function O(e,t){return t||(t=document),t.querySelector(e)}function A(e,t){return t||(t=document),Array.prototype.slice.call(t.querySelectorAll(e))}function k(e,t,n){var r=document.createElement(e);return t&&Object.getOwnPropertyNames(t).forEach((function(e){r.setAttribute(e,t[e])})),n&&(r.innerHTML=n),r}function I(e,t){var n=O("link#"+e),r=n.parentElement,i=n.nextElementSibling;n.remove();var a=n.cloneNode();a.setAttribute("href",t),a.onload=function(){L()},r.insertBefore(a,i)}function P(e,t,n){n.call()}function M(){var e,a,o,s=!i||i>=9;t.isSpeakerNotes()&&window.location.search.endsWith("controls=false")&&(s=!1),s&&(r.delayInit||C(),e="menu-ready",(o=document.createEvent("HTMLEvents",1,2)).initEvent(e,!0,!0),function(e,t){for(var n in t)e[n]=t[n]}(o,a),document.querySelector(".reveal").dispatchEvent(o),n.postMessageEvents&&window.parent!==window.self&&window.parent.postMessage(JSON.stringify({namespace:"reveal",eventName:e,state:t.getState()}),"*"))}return{id:"menu",init:function(e){o(n=(t=e).getConfig()),P(r.path+"menu.css","stylesheet",(function(){void 0===r.loadIcons||r.loadIcons?P(r.path+"font-awesome/css/all.css","stylesheet",M):M()}))},toggle:y,openMenu:v,closeMenu:g,openPanel:S,isOpen:b,initialiseMenu:C,isMenuInitialised:function(){return a}}}}));
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/reveal-menu/plugin.yml b/src/.quarto/_freeze/site_libs/revealjs/plugin/reveal-menu/plugin.yml
new file mode 100644
index 0000000000000000000000000000000000000000..3f4b90aa26d058e6d44a16779641ff0f284c516b
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/reveal-menu/plugin.yml
@@ -0,0 +1,9 @@
+name: RevealMenu
+script: [menu.js, quarto-menu.js]
+stylesheet: [menu.css, quarto-menu.css]
+config:
+  menu:
+    side: "left"
+    useTextContentForMissingTitles: true
+    markers: false
+    loadIcons: false
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/reveal-menu/quarto-menu.css b/src/.quarto/_freeze/site_libs/revealjs/plugin/reveal-menu/quarto-menu.css
new file mode 100644
index 0000000000000000000000000000000000000000..eec145c051ffa25c1ddef3f249c2d8eac81a10d2
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/reveal-menu/quarto-menu.css
@@ -0,0 +1,68 @@
+.slide-menu-wrapper .slide-tool-item {
+  display: block;
+  text-align: left;
+  padding: 10px 18px;
+  color: #aaa;
+  cursor: pointer;
+  border-top: solid 1px #555;
+}
+
+.slide-menu-wrapper .slide-tool-item a {
+  text-decoration: none;
+}
+
+.slide-menu-wrapper .slide-tool-item kbd {
+  font-family: monospace;
+  margin-right: 10px;
+  padding: 3px 8px;
+  color: inherit;
+  border: 1px solid;
+  border-radius: 5px;
+  border-color: #555;
+}
+
+.slide-menu-wrapper .slide-menu-toolbar > li.active-toolbar-button {
+  text-decoration: none;
+}
+
+.reveal .slide-menu-button {
+  left: 8px;
+  bottom: 8px;
+}
+
+.reveal .slide-menu-button .fas::before,
+.reveal .slide-chalkboard-buttons .fas::before,
+.slide-menu-wrapper .slide-menu-toolbar .fas::before {
+  display: inline-block;
+  height: 2.2rem;
+  width: 2.2rem;
+  content: "";
+  vertical-align: -0.125em;
+  background-repeat: no-repeat;
+  background-size: 2.2rem 2.2rem;
+}
+
+.reveal .slide-chalkboard-buttons .fas::before {
+  height: 1.45rem;
+  width: 1.45rem;
+  background-size: 1.45rem 1.45rem;
+  vertical-align: 0.1em;
+}
+
+.slide-menu-wrapper .slide-menu-toolbar .fas::before {
+  height: 1.8rem;
+  width: 1.8rem;
+  background-size: 1.8rem 1.8rem;
+}
+
+.slide-menu-wrapper .slide-menu-toolbar .fa-images::before {
+  background-image: url('data:image/svg+xml,<svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="white" class="bi bi-images" viewBox="0 0 16 16"><path d="M4.502 9a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3z"/><path d="M14.002 13a2 2 0 0 1-2 2h-10a2 2 0 0 1-2-2V5A2 2 0 0 1 2 3a2 2 0 0 1 2-2h10a2 2 0 0 1 2 2v8a2 2 0 0 1-1.998 2zM14 2H4a1 1 0 0 0-1 1h9.002a2 2 0 0 1 2 2v7A1 1 0 0 0 15 11V3a1 1 0 0 0-1-1zM2.002 4a1 1 0 0 0-1 1v8l2.646-2.354a.5.5 0 0 1 .63-.062l2.66 1.773 3.71-3.71a.5.5 0 0 1 .577-.094l1.777 1.947V5a1 1 0 0 0-1-1h-10z"/></svg>');
+}
+
+.slide-menu-wrapper .slide-menu-toolbar .fa-gear::before {
+  background-image: url('data:image/svg+xml,<svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="white" class="bi bi-gear" viewBox="0 0 16 16"><path d="M8 4.754a3.246 3.246 0 1 0 0 6.492 3.246 3.246 0 0 0 0-6.492zM5.754 8a2.246 2.246 0 1 1 4.492 0 2.246 2.246 0 0 1-4.492 0z"/><path d="M9.796 1.343c-.527-1.79-3.065-1.79-3.592 0l-.094.319a.873.873 0 0 1-1.255.52l-.292-.16c-1.64-.892-3.433.902-2.54 2.541l.159.292a.873.873 0 0 1-.52 1.255l-.319.094c-1.79.527-1.79 3.065 0 3.592l.319.094a.873.873 0 0 1 .52 1.255l-.16.292c-.892 1.64.901 3.434 2.541 2.54l.292-.159a.873.873 0 0 1 1.255.52l.094.319c.527 1.79 3.065 1.79 3.592 0l.094-.319a.873.873 0 0 1 1.255-.52l.292.16c1.64.893 3.434-.902 2.54-2.541l-.159-.292a.873.873 0 0 1 .52-1.255l.319-.094c1.79-.527 1.79-3.065 0-3.592l-.319-.094a.873.873 0 0 1-.52-1.255l.16-.292c.893-1.64-.902-3.433-2.541-2.54l-.292.159a.873.873 0 0 1-1.255-.52l-.094-.319zm-2.633.283c.246-.835 1.428-.835 1.674 0l.094.319a1.873 1.873 0 0 0 2.693 1.115l.291-.16c.764-.415 1.6.42 1.184 1.185l-.159.292a1.873 1.873 0 0 0 1.116 2.692l.318.094c.835.246.835 1.428 0 1.674l-.319.094a1.873 1.873 0 0 0-1.115 2.693l.16.291c.415.764-.42 1.6-1.185 1.184l-.291-.159a1.873 1.873 0 0 0-2.693 1.116l-.094.318c-.246.835-1.428.835-1.674 0l-.094-.319a1.873 1.873 0 0 0-2.692-1.115l-.292.16c-.764.415-1.6-.42-1.184-1.185l.159-.291A1.873 1.873 0 0 0 1.945 8.93l-.319-.094c-.835-.246-.835-1.428 0-1.674l.319-.094A1.873 1.873 0 0 0 3.06 4.377l-.16-.292c-.415-.764.42-1.6 1.185-1.184l.292.159a1.873 1.873 0 0 0 2.692-1.115l.094-.319z"/></svg>');
+}
+
+.slide-menu-wrapper .slide-menu-toolbar .fa-times::before {
+  background-image: url('data:image/svg+xml,<svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="white" class="bi bi-x" viewBox="0 0 16 16"><path d="M4.646 4.646a.5.5 0 0 1 .708 0L8 7.293l2.646-2.647a.5.5 0 0 1 .708.708L8.707 8l2.647 2.646a.5.5 0 0 1-.708.708L8 8.707l-2.646 2.647a.5.5 0 0 1-.708-.708L7.293 8 4.646 5.354a.5.5 0 0 1 0-.708z"/></svg>');
+}
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/reveal-menu/quarto-menu.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/reveal-menu/quarto-menu.js
new file mode 100644
index 0000000000000000000000000000000000000000..e5c53c4dc7788f9d156797a719146bf3ff02ab57
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/reveal-menu/quarto-menu.js
@@ -0,0 +1,46 @@
+window.revealMenuToolHandler = function (handler) {
+  return function (event) {
+    event.preventDefault();
+    handler();
+    Reveal.getPlugin("menu").closeMenu();
+  };
+};
+
+window.RevealMenuToolHandlers = {
+  fullscreen: revealMenuToolHandler(function () {
+    const element = document.documentElement;
+    const requestMethod =
+      element.requestFullscreen ||
+      element.webkitRequestFullscreen ||
+      element.webkitRequestFullScreen ||
+      element.mozRequestFullScreen ||
+      element.msRequestFullscreen;
+    if (requestMethod) {
+      requestMethod.apply(element);
+    }
+  }),
+  speakerMode: revealMenuToolHandler(function () {
+    Reveal.getPlugin("notes").open();
+  }),
+  keyboardHelp: revealMenuToolHandler(function () {
+    Reveal.toggleHelp(true);
+  }),
+  overview: revealMenuToolHandler(function () {
+    Reveal.toggleOverview(true);
+  }),
+  toggleChalkboard: revealMenuToolHandler(function () {
+    RevealChalkboard.toggleChalkboard();
+  }),
+  toggleNotesCanvas: revealMenuToolHandler(function () {
+    RevealChalkboard.toggleNotesCanvas();
+  }),
+  downloadDrawings: revealMenuToolHandler(function () {
+    RevealChalkboard.download();
+  }),
+  togglePdfExport: revealMenuToolHandler(function () {
+    PdfExport.togglePdfExport();
+  }),
+  toggleScrollView: revealMenuToolHandler(function() {
+    Reveal.getPlugin("quarto-support").toggleScrollView();
+  })
+};
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/search/plugin.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/search/plugin.js
new file mode 100644
index 0000000000000000000000000000000000000000..fe38343da2c7a2fb1697c32459705cfc867fb1d1
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/search/plugin.js
@@ -0,0 +1,243 @@
+/*!
+ * Handles finding a text string anywhere in the slides and showing the next occurrence to the user
+ * by navigatating to that slide and highlighting it.
+ *
+ * @author Jon Snyder <snyder.jon@gmail.com>, February 2013
+ */
+
+const Plugin = () => {
+
+	// The reveal.js instance this plugin is attached to
+	let deck;
+
+	let searchElement;
+	let searchButton;
+	let searchInput;
+
+	let matchedSlides;
+	let currentMatchedIndex;
+	let searchboxDirty;
+	let hilitor;
+
+	function render() {
+
+		searchElement = document.createElement( 'div' );
+		searchElement.classList.add( 'searchbox' );
+		searchElement.style.position = 'absolute';
+		searchElement.style.top = '10px';
+		searchElement.style.right = '10px';
+		searchElement.style.zIndex = 10;
+
+		//embedded base64 search icon Designed by Sketchdock - http://www.sketchdock.com/:
+		searchElement.innerHTML = `<input type="search" class="searchinput" placeholder="Search..." style="vertical-align: top;"/>
+		</span>`;
+
+		searchInput = searchElement.querySelector( '.searchinput' );
+		searchInput.style.width = '240px';
+		searchInput.style.fontSize = '14px';
+		searchInput.style.padding = '4px 6px';
+		searchInput.style.color = '#000';
+		searchInput.style.background = '#fff';
+		searchInput.style.borderRadius = '2px';
+		searchInput.style.border = '0';
+		searchInput.style.outline = '0';
+		searchInput.style.boxShadow = '0 2px 18px rgba(0, 0, 0, 0.2)';
+		searchInput.style['-webkit-appearance']  = 'none';
+
+		deck.getRevealElement().appendChild( searchElement );
+
+		// searchButton.addEventListener( 'click', function(event) {
+		// 	doSearch();
+		// }, false );
+
+		searchInput.addEventListener( 'keyup', function( event ) {
+			switch (event.keyCode) {
+				case 13:
+					event.preventDefault();
+					doSearch();
+					searchboxDirty = false;
+					break;
+				default:
+					searchboxDirty = true;
+			}
+		}, false );
+
+		closeSearch();
+
+	}
+
+	function openSearch() {
+		if( !searchElement ) render();
+
+		searchElement.style.display = 'inline';
+		searchInput.focus();
+		searchInput.select();
+	}
+
+	function closeSearch() {
+		if( !searchElement ) render();
+
+		searchElement.style.display = 'none';
+		if(hilitor) hilitor.remove();
+	}
+
+	function toggleSearch() {
+		if( !searchElement ) render();
+
+		if (searchElement.style.display !== 'inline') {
+			openSearch();
+		}
+		else {
+			closeSearch();
+		}
+	}
+
+	function doSearch() {
+		//if there's been a change in the search term, perform a new search:
+		if (searchboxDirty) {
+			var searchstring = searchInput.value;
+
+			if (searchstring === '') {
+				if(hilitor) hilitor.remove();
+				matchedSlides = null;
+			}
+			else {
+				//find the keyword amongst the slides
+				hilitor = new Hilitor("slidecontent");
+				matchedSlides = hilitor.apply(searchstring);
+				currentMatchedIndex = 0;
+			}
+		}
+
+		if (matchedSlides) {
+			//navigate to the next slide that has the keyword, wrapping to the first if necessary
+			if (matchedSlides.length && (matchedSlides.length <= currentMatchedIndex)) {
+				currentMatchedIndex = 0;
+			}
+			if (matchedSlides.length > currentMatchedIndex) {
+				deck.slide(matchedSlides[currentMatchedIndex].h, matchedSlides[currentMatchedIndex].v);
+				currentMatchedIndex++;
+			}
+		}
+	}
+
+	// Original JavaScript code by Chirp Internet: www.chirp.com.au
+	// Please acknowledge use of this code by including this header.
+	// 2/2013 jon: modified regex to display any match, not restricted to word boundaries.
+	function Hilitor(id, tag) {
+
+		var targetNode = document.getElementById(id) || document.body;
+		var hiliteTag = tag || "EM";
+		var skipTags = new RegExp("^(?:" + hiliteTag + "|SCRIPT|FORM)$");
+		var colors = ["#ff6", "#a0ffff", "#9f9", "#f99", "#f6f"];
+		var wordColor = [];
+		var colorIdx = 0;
+		var matchRegex = "";
+		var matchingSlides = [];
+
+		this.setRegex = function(input)
+		{
+			input = input.trim();
+			matchRegex = new RegExp("(" + input + ")","i");
+		}
+
+		this.getRegex = function()
+		{
+			return matchRegex.toString().replace(/^\/\\b\(|\)\\b\/i$/g, "").replace(/\|/g, " ");
+		}
+
+		// recursively apply word highlighting
+		this.hiliteWords = function(node)
+		{
+			if(node == undefined || !node) return;
+			if(!matchRegex) return;
+			if(skipTags.test(node.nodeName)) return;
+
+			if(node.hasChildNodes()) {
+				for(var i=0; i < node.childNodes.length; i++)
+					this.hiliteWords(node.childNodes[i]);
+			}
+			if(node.nodeType == 3) { // NODE_TEXT
+				var nv, regs;
+				if((nv = node.nodeValue) && (regs = matchRegex.exec(nv))) {
+					//find the slide's section element and save it in our list of matching slides
+					var secnode = node;
+					while (secnode != null && secnode.nodeName != 'SECTION') {
+						secnode = secnode.parentNode;
+					}
+
+					var slideIndex = deck.getIndices(secnode);
+					var slidelen = matchingSlides.length;
+					var alreadyAdded = false;
+					for (var i=0; i < slidelen; i++) {
+						if ( (matchingSlides[i].h === slideIndex.h) && (matchingSlides[i].v === slideIndex.v) ) {
+							alreadyAdded = true;
+						}
+					}
+					if (! alreadyAdded) {
+						matchingSlides.push(slideIndex);
+					}
+
+					if(!wordColor[regs[0].toLowerCase()]) {
+						wordColor[regs[0].toLowerCase()] = colors[colorIdx++ % colors.length];
+					}
+
+					var match = document.createElement(hiliteTag);
+					match.appendChild(document.createTextNode(regs[0]));
+					match.style.backgroundColor = wordColor[regs[0].toLowerCase()];
+					match.style.fontStyle = "inherit";
+					match.style.color = "#000";
+
+					var after = node.splitText(regs.index);
+					after.nodeValue = after.nodeValue.substring(regs[0].length);
+					node.parentNode.insertBefore(match, after);
+				}
+			}
+		};
+
+		// remove highlighting
+		this.remove = function()
+		{
+			var arr = document.getElementsByTagName(hiliteTag);
+			var el;
+			while(arr.length && (el = arr[0])) {
+				el.parentNode.replaceChild(el.firstChild, el);
+			}
+		};
+
+		// start highlighting at target node
+		this.apply = function(input)
+		{
+			if(input == undefined || !input) return;
+			this.remove();
+			this.setRegex(input);
+			this.hiliteWords(targetNode);
+			return matchingSlides;
+		};
+
+	}
+
+	return {
+
+		id: 'search',
+
+		init: reveal => {
+
+			deck = reveal;
+			deck.registerKeyboardShortcut( 'CTRL + Shift + F', 'Search' );
+
+			document.addEventListener( 'keydown', function( event ) {
+				if( event.key == "F" && (event.ctrlKey || event.metaKey) ) { //Control+Shift+f
+					event.preventDefault();
+					toggleSearch();
+				}
+			}, false );
+
+		},
+
+		open: openSearch
+
+	}
+};
+
+export default Plugin;
\ No newline at end of file
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/search/search.esm.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/search/search.esm.js
new file mode 100644
index 0000000000000000000000000000000000000000..df84b6bab8bc4c7231b170043eecbfa7d6952a51
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/search/search.esm.js
@@ -0,0 +1,7 @@
+/*!
+ * Handles finding a text string anywhere in the slides and showing the next occurrence to the user
+ * by navigatating to that slide and highlighting it.
+ *
+ * @author Jon Snyder <snyder.jon@gmail.com>, February 2013
+ */
+const e=()=>{let e,t,n,l,i,o,r;function s(){t=document.createElement("div"),t.classList.add("searchbox"),t.style.position="absolute",t.style.top="10px",t.style.right="10px",t.style.zIndex=10,t.innerHTML='<input type="search" class="searchinput" placeholder="Search..." style="vertical-align: top;"/>\n\t\t</span>',n=t.querySelector(".searchinput"),n.style.width="240px",n.style.fontSize="14px",n.style.padding="4px 6px",n.style.color="#000",n.style.background="#fff",n.style.borderRadius="2px",n.style.border="0",n.style.outline="0",n.style.boxShadow="0 2px 18px rgba(0, 0, 0, 0.2)",n.style["-webkit-appearance"]="none",e.getRevealElement().appendChild(t),n.addEventListener("keyup",(function(t){if(13===t.keyCode)t.preventDefault(),function(){if(o){var t=n.value;""===t?(r&&r.remove(),l=null):(r=new c("slidecontent"),l=r.apply(t),i=0)}l&&(l.length&&l.length<=i&&(i=0),l.length>i&&(e.slide(l[i].h,l[i].v),i++))}(),o=!1;else o=!0}),!1),d()}function a(){t||s(),t.style.display="inline",n.focus(),n.select()}function d(){t||s(),t.style.display="none",r&&r.remove()}function c(t,n){var l=document.getElementById(t)||document.body,i=n||"EM",o=new RegExp("^(?:"+i+"|SCRIPT|FORM)$"),r=["#ff6","#a0ffff","#9f9","#f99","#f6f"],s=[],a=0,d="",c=[];this.setRegex=function(e){e=e.trim(),d=new RegExp("("+e+")","i")},this.getRegex=function(){return d.toString().replace(/^\/\\b\(|\)\\b\/i$/g,"").replace(/\|/g," ")},this.hiliteWords=function(t){if(null!=t&&t&&d&&!o.test(t.nodeName)){if(t.hasChildNodes())for(var n=0;n<t.childNodes.length;n++)this.hiliteWords(t.childNodes[n]);var l,p;if(3==t.nodeType)if((l=t.nodeValue)&&(p=d.exec(l))){for(var u=t;null!=u&&"SECTION"!=u.nodeName;)u=u.parentNode;var h=e.getIndices(u),f=c.length,y=!1;for(n=0;n<f;n++)c[n].h===h.h&&c[n].v===h.v&&(y=!0);y||c.push(h),s[p[0].toLowerCase()]||(s[p[0].toLowerCase()]=r[a++%r.length]);var g=document.createElement(i);g.appendChild(document.createTextNode(p[0])),g.style.backgroundColor=s[p[0].toLowerCase()],g.style.fontStyle="inherit",g.style.color="#000";var v=t.splitText(p.index);v.nodeValue=v.nodeValue.substring(p[0].length),t.parentNode.insertBefore(g,v)}}},this.remove=function(){for(var e,t=document.getElementsByTagName(i);t.length&&(e=t[0]);)e.parentNode.replaceChild(e.firstChild,e)},this.apply=function(e){if(null!=e&&e)return this.remove(),this.setRegex(e),this.hiliteWords(l),c}}return{id:"search",init:n=>{e=n,e.registerKeyboardShortcut("CTRL + Shift + F","Search"),document.addEventListener("keydown",(function(e){"F"==e.key&&(e.ctrlKey||e.metaKey)&&(e.preventDefault(),t||s(),"inline"!==t.style.display?a():d())}),!1)},open:a}};export{e as default};
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/search/search.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/search/search.js
new file mode 100644
index 0000000000000000000000000000000000000000..aa3ad93ce820b04d0f6bb990aa3fede602688f07
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/search/search.js
@@ -0,0 +1,7 @@
+!function(e,t){"object"==typeof exports&&"undefined"!=typeof module?module.exports=t():"function"==typeof define&&define.amd?define(t):(e="undefined"!=typeof globalThis?globalThis:e||self).RevealSearch=t()}(this,(function(){"use strict";
+/*!
+	 * Handles finding a text string anywhere in the slides and showing the next occurrence to the user
+	 * by navigatating to that slide and highlighting it.
+	 *
+	 * @author Jon Snyder <snyder.jon@gmail.com>, February 2013
+	 */return()=>{let e,t,n,i,o,l,r;function s(){t=document.createElement("div"),t.classList.add("searchbox"),t.style.position="absolute",t.style.top="10px",t.style.right="10px",t.style.zIndex=10,t.innerHTML='<input type="search" class="searchinput" placeholder="Search..." style="vertical-align: top;"/>\n\t\t</span>',n=t.querySelector(".searchinput"),n.style.width="240px",n.style.fontSize="14px",n.style.padding="4px 6px",n.style.color="#000",n.style.background="#fff",n.style.borderRadius="2px",n.style.border="0",n.style.outline="0",n.style.boxShadow="0 2px 18px rgba(0, 0, 0, 0.2)",n.style["-webkit-appearance"]="none",e.getRevealElement().appendChild(t),n.addEventListener("keyup",(function(t){if(13===t.keyCode)t.preventDefault(),function(){if(l){var t=n.value;""===t?(r&&r.remove(),i=null):(r=new c("slidecontent"),i=r.apply(t),o=0)}i&&(i.length&&i.length<=o&&(o=0),i.length>o&&(e.slide(i[o].h,i[o].v),o++))}(),l=!1;else l=!0}),!1),d()}function a(){t||s(),t.style.display="inline",n.focus(),n.select()}function d(){t||s(),t.style.display="none",r&&r.remove()}function c(t,n){var i=document.getElementById(t)||document.body,o=n||"EM",l=new RegExp("^(?:"+o+"|SCRIPT|FORM)$"),r=["#ff6","#a0ffff","#9f9","#f99","#f6f"],s=[],a=0,d="",c=[];this.setRegex=function(e){e=e.trim(),d=new RegExp("("+e+")","i")},this.getRegex=function(){return d.toString().replace(/^\/\\b\(|\)\\b\/i$/g,"").replace(/\|/g," ")},this.hiliteWords=function(t){if(null!=t&&t&&d&&!l.test(t.nodeName)){if(t.hasChildNodes())for(var n=0;n<t.childNodes.length;n++)this.hiliteWords(t.childNodes[n]);var i,f;if(3==t.nodeType)if((i=t.nodeValue)&&(f=d.exec(i))){for(var u=t;null!=u&&"SECTION"!=u.nodeName;)u=u.parentNode;var p=e.getIndices(u),h=c.length,y=!1;for(n=0;n<h;n++)c[n].h===p.h&&c[n].v===p.v&&(y=!0);y||c.push(p),s[f[0].toLowerCase()]||(s[f[0].toLowerCase()]=r[a++%r.length]);var g=document.createElement(o);g.appendChild(document.createTextNode(f[0])),g.style.backgroundColor=s[f[0].toLowerCase()],g.style.fontStyle="inherit",g.style.color="#000";var v=t.splitText(f.index);v.nodeValue=v.nodeValue.substring(f[0].length),t.parentNode.insertBefore(g,v)}}},this.remove=function(){for(var e,t=document.getElementsByTagName(o);t.length&&(e=t[0]);)e.parentNode.replaceChild(e.firstChild,e)},this.apply=function(e){if(null!=e&&e)return this.remove(),this.setRegex(e),this.hiliteWords(i),c}}return{id:"search",init:n=>{e=n,e.registerKeyboardShortcut("CTRL + Shift + F","Search"),document.addEventListener("keydown",(function(e){"F"==e.key&&(e.ctrlKey||e.metaKey)&&(e.preventDefault(),t||s(),"inline"!==t.style.display?a():d())}),!1)},open:a}}}));
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/zoom/plugin.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/zoom/plugin.js
new file mode 100644
index 0000000000000000000000000000000000000000..960fb8108907d55523f916b0a0b747b7eac3080e
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/zoom/plugin.js
@@ -0,0 +1,264 @@
+/*!
+ * reveal.js Zoom plugin
+ */
+const Plugin = {
+
+	id: 'zoom',
+
+	init: function( reveal ) {
+
+		reveal.getRevealElement().addEventListener( 'mousedown', function( event ) {
+			var defaultModifier = /Linux/.test( window.navigator.platform ) ? 'ctrl' : 'alt';
+
+			var modifier = ( reveal.getConfig().zoomKey ? reveal.getConfig().zoomKey : defaultModifier ) + 'Key';
+			var zoomLevel = ( reveal.getConfig().zoomLevel ? reveal.getConfig().zoomLevel : 2 );
+
+			if( event[ modifier ] && !reveal.isOverview() ) {
+				event.preventDefault();
+
+				zoom.to({
+					x: event.clientX,
+					y: event.clientY,
+					scale: zoomLevel,
+					pan: false
+				});
+			}
+		} );
+
+	},
+
+	destroy: () => {
+
+		zoom.reset();
+
+	}
+
+};
+
+export default () => Plugin;
+
+/*!
+ * zoom.js 0.3 (modified for use with reveal.js)
+ * http://lab.hakim.se/zoom-js
+ * MIT licensed
+ *
+ * Copyright (C) 2011-2014 Hakim El Hattab, http://hakim.se
+ */
+var zoom = (function(){
+
+	// The current zoom level (scale)
+	var level = 1;
+
+	// The current mouse position, used for panning
+	var mouseX = 0,
+		mouseY = 0;
+
+	// Timeout before pan is activated
+	var panEngageTimeout = -1,
+		panUpdateInterval = -1;
+
+	// Check for transform support so that we can fallback otherwise
+	var supportsTransforms = 	'transform' in document.body.style;
+
+	if( supportsTransforms ) {
+		// The easing that will be applied when we zoom in/out
+		document.body.style.transition = 'transform 0.8s ease';
+	}
+
+	// Zoom out if the user hits escape
+	document.addEventListener( 'keyup', function( event ) {
+		if( level !== 1 && event.keyCode === 27 ) {
+			zoom.out();
+		}
+	} );
+
+	// Monitor mouse movement for panning
+	document.addEventListener( 'mousemove', function( event ) {
+		if( level !== 1 ) {
+			mouseX = event.clientX;
+			mouseY = event.clientY;
+		}
+	} );
+
+	/**
+	 * Applies the CSS required to zoom in, prefers the use of CSS3
+	 * transforms but falls back on zoom for IE.
+	 *
+	 * @param {Object} rect
+	 * @param {Number} scale
+	 */
+	function magnify( rect, scale ) {
+
+		var scrollOffset = getScrollOffset();
+
+		// Ensure a width/height is set
+		rect.width = rect.width || 1;
+		rect.height = rect.height || 1;
+
+		// Center the rect within the zoomed viewport
+		rect.x -= ( window.innerWidth - ( rect.width * scale ) ) / 2;
+		rect.y -= ( window.innerHeight - ( rect.height * scale ) ) / 2;
+
+		if( supportsTransforms ) {
+			// Reset
+			if( scale === 1 ) {
+				document.body.style.transform = '';
+			}
+			// Scale
+			else {
+				var origin = scrollOffset.x +'px '+ scrollOffset.y +'px',
+					transform = 'translate('+ -rect.x +'px,'+ -rect.y +'px) scale('+ scale +')';
+
+				document.body.style.transformOrigin = origin;
+				document.body.style.transform = transform;
+			}
+		}
+		else {
+			// Reset
+			if( scale === 1 ) {
+				document.body.style.position = '';
+				document.body.style.left = '';
+				document.body.style.top = '';
+				document.body.style.width = '';
+				document.body.style.height = '';
+				document.body.style.zoom = '';
+			}
+			// Scale
+			else {
+				document.body.style.position = 'relative';
+				document.body.style.left = ( - ( scrollOffset.x + rect.x ) / scale ) + 'px';
+				document.body.style.top = ( - ( scrollOffset.y + rect.y ) / scale ) + 'px';
+				document.body.style.width = ( scale * 100 ) + '%';
+				document.body.style.height = ( scale * 100 ) + '%';
+				document.body.style.zoom = scale;
+			}
+		}
+
+		level = scale;
+
+		if( document.documentElement.classList ) {
+			if( level !== 1 ) {
+				document.documentElement.classList.add( 'zoomed' );
+			}
+			else {
+				document.documentElement.classList.remove( 'zoomed' );
+			}
+		}
+	}
+
+	/**
+	 * Pan the document when the mosue cursor approaches the edges
+	 * of the window.
+	 */
+	function pan() {
+		var range = 0.12,
+			rangeX = window.innerWidth * range,
+			rangeY = window.innerHeight * range,
+			scrollOffset = getScrollOffset();
+
+		// Up
+		if( mouseY < rangeY ) {
+			window.scroll( scrollOffset.x, scrollOffset.y - ( 1 - ( mouseY / rangeY ) ) * ( 14 / level ) );
+		}
+		// Down
+		else if( mouseY > window.innerHeight - rangeY ) {
+			window.scroll( scrollOffset.x, scrollOffset.y + ( 1 - ( window.innerHeight - mouseY ) / rangeY ) * ( 14 / level ) );
+		}
+
+		// Left
+		if( mouseX < rangeX ) {
+			window.scroll( scrollOffset.x - ( 1 - ( mouseX / rangeX ) ) * ( 14 / level ), scrollOffset.y );
+		}
+		// Right
+		else if( mouseX > window.innerWidth - rangeX ) {
+			window.scroll( scrollOffset.x + ( 1 - ( window.innerWidth - mouseX ) / rangeX ) * ( 14 / level ), scrollOffset.y );
+		}
+	}
+
+	function getScrollOffset() {
+		return {
+			x: window.scrollX !== undefined ? window.scrollX : window.pageXOffset,
+			y: window.scrollY !== undefined ? window.scrollY : window.pageYOffset
+		}
+	}
+
+	return {
+		/**
+		 * Zooms in on either a rectangle or HTML element.
+		 *
+		 * @param {Object} options
+		 *   - element: HTML element to zoom in on
+		 *   OR
+		 *   - x/y: coordinates in non-transformed space to zoom in on
+		 *   - width/height: the portion of the screen to zoom in on
+		 *   - scale: can be used instead of width/height to explicitly set scale
+		 */
+		to: function( options ) {
+
+			// Due to an implementation limitation we can't zoom in
+			// to another element without zooming out first
+			if( level !== 1 ) {
+				zoom.out();
+			}
+			else {
+				options.x = options.x || 0;
+				options.y = options.y || 0;
+
+				// If an element is set, that takes precedence
+				if( !!options.element ) {
+					// Space around the zoomed in element to leave on screen
+					var padding = 20;
+					var bounds = options.element.getBoundingClientRect();
+
+					options.x = bounds.left - padding;
+					options.y = bounds.top - padding;
+					options.width = bounds.width + ( padding * 2 );
+					options.height = bounds.height + ( padding * 2 );
+				}
+
+				// If width/height values are set, calculate scale from those values
+				if( options.width !== undefined && options.height !== undefined ) {
+					options.scale = Math.max( Math.min( window.innerWidth / options.width, window.innerHeight / options.height ), 1 );
+				}
+
+				if( options.scale > 1 ) {
+					options.x *= options.scale;
+					options.y *= options.scale;
+
+					magnify( options, options.scale );
+
+					if( options.pan !== false ) {
+
+						// Wait with engaging panning as it may conflict with the
+						// zoom transition
+						panEngageTimeout = setTimeout( function() {
+							panUpdateInterval = setInterval( pan, 1000 / 60 );
+						}, 800 );
+
+					}
+				}
+			}
+		},
+
+		/**
+		 * Resets the document zoom state to its default.
+		 */
+		out: function() {
+			clearTimeout( panEngageTimeout );
+			clearInterval( panUpdateInterval );
+
+			magnify( { x: 0, y: 0 }, 1 );
+
+			level = 1;
+		},
+
+		// Alias
+		magnify: function( options ) { this.to( options ) },
+		reset: function() { this.out() },
+
+		zoomLevel: function() {
+			return level;
+		}
+	}
+
+})();
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/zoom/zoom.esm.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/zoom/zoom.esm.js
new file mode 100644
index 0000000000000000000000000000000000000000..c2bb6a5b329be83f6015b8123e0f4dea989c4416
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/zoom/zoom.esm.js
@@ -0,0 +1,11 @@
+/*!
+ * reveal.js Zoom plugin
+ */
+const e={id:"zoom",init:function(e){e.getRevealElement().addEventListener("mousedown",(function(t){var n=/Linux/.test(window.navigator.platform)?"ctrl":"alt",i=(e.getConfig().zoomKey?e.getConfig().zoomKey:n)+"Key",d=e.getConfig().zoomLevel?e.getConfig().zoomLevel:2;t[i]&&!e.isOverview()&&(t.preventDefault(),o.to({x:t.clientX,y:t.clientY,scale:d,pan:!1}))}))},destroy:()=>{o.reset()}};var t=()=>e,o=function(){var e=1,t=0,n=0,i=-1,d=-1,l="transform"in document.body.style;function s(t,o){var n=r();if(t.width=t.width||1,t.height=t.height||1,t.x-=(window.innerWidth-t.width*o)/2,t.y-=(window.innerHeight-t.height*o)/2,l)if(1===o)document.body.style.transform="";else{var i=n.x+"px "+n.y+"px",d="translate("+-t.x+"px,"+-t.y+"px) scale("+o+")";document.body.style.transformOrigin=i,document.body.style.transform=d}else 1===o?(document.body.style.position="",document.body.style.left="",document.body.style.top="",document.body.style.width="",document.body.style.height="",document.body.style.zoom=""):(document.body.style.position="relative",document.body.style.left=-(n.x+t.x)/o+"px",document.body.style.top=-(n.y+t.y)/o+"px",document.body.style.width=100*o+"%",document.body.style.height=100*o+"%",document.body.style.zoom=o);e=o,document.documentElement.classList&&(1!==e?document.documentElement.classList.add("zoomed"):document.documentElement.classList.remove("zoomed"))}function c(){var o=.12*window.innerWidth,i=.12*window.innerHeight,d=r();n<i?window.scroll(d.x,d.y-14/e*(1-n/i)):n>window.innerHeight-i&&window.scroll(d.x,d.y+(1-(window.innerHeight-n)/i)*(14/e)),t<o?window.scroll(d.x-14/e*(1-t/o),d.y):t>window.innerWidth-o&&window.scroll(d.x+(1-(window.innerWidth-t)/o)*(14/e),d.y)}function r(){return{x:void 0!==window.scrollX?window.scrollX:window.pageXOffset,y:void 0!==window.scrollY?window.scrollY:window.pageYOffset}}return l&&(document.body.style.transition="transform 0.8s ease"),document.addEventListener("keyup",(function(t){1!==e&&27===t.keyCode&&o.out()})),document.addEventListener("mousemove",(function(o){1!==e&&(t=o.clientX,n=o.clientY)})),{to:function(t){if(1!==e)o.out();else{if(t.x=t.x||0,t.y=t.y||0,t.element){var n=t.element.getBoundingClientRect();t.x=n.left-20,t.y=n.top-20,t.width=n.width+40,t.height=n.height+40}void 0!==t.width&&void 0!==t.height&&(t.scale=Math.max(Math.min(window.innerWidth/t.width,window.innerHeight/t.height),1)),t.scale>1&&(t.x*=t.scale,t.y*=t.scale,s(t,t.scale),!1!==t.pan&&(i=setTimeout((function(){d=setInterval(c,1e3/60)}),800)))}},out:function(){clearTimeout(i),clearInterval(d),s({x:0,y:0},1),e=1},magnify:function(e){this.to(e)},reset:function(){this.out()},zoomLevel:function(){return e}}}();
+/*!
+ * zoom.js 0.3 (modified for use with reveal.js)
+ * http://lab.hakim.se/zoom-js
+ * MIT licensed
+ *
+ * Copyright (C) 2011-2014 Hakim El Hattab, http://hakim.se
+ */export{t as default};
diff --git a/src/.quarto/_freeze/site_libs/revealjs/plugin/zoom/zoom.js b/src/.quarto/_freeze/site_libs/revealjs/plugin/zoom/zoom.js
new file mode 100644
index 0000000000000000000000000000000000000000..7ac212754ac8e3538f33d5ae0c2f900bc26f0021
--- /dev/null
+++ b/src/.quarto/_freeze/site_libs/revealjs/plugin/zoom/zoom.js
@@ -0,0 +1,11 @@
+!function(e,t){"object"==typeof exports&&"undefined"!=typeof module?module.exports=t():"function"==typeof define&&define.amd?define(t):(e="undefined"!=typeof globalThis?globalThis:e||self).RevealZoom=t()}(this,(function(){"use strict";
+/*!
+	 * reveal.js Zoom plugin
+	 */const e={id:"zoom",init:function(e){e.getRevealElement().addEventListener("mousedown",(function(o){var n=/Linux/.test(window.navigator.platform)?"ctrl":"alt",i=(e.getConfig().zoomKey?e.getConfig().zoomKey:n)+"Key",d=e.getConfig().zoomLevel?e.getConfig().zoomLevel:2;o[i]&&!e.isOverview()&&(o.preventDefault(),t.to({x:o.clientX,y:o.clientY,scale:d,pan:!1}))}))},destroy:()=>{t.reset()}};var t=function(){var e=1,o=0,n=0,i=-1,d=-1,l="transform"in document.body.style;function s(t,o){var n=r();if(t.width=t.width||1,t.height=t.height||1,t.x-=(window.innerWidth-t.width*o)/2,t.y-=(window.innerHeight-t.height*o)/2,l)if(1===o)document.body.style.transform="";else{var i=n.x+"px "+n.y+"px",d="translate("+-t.x+"px,"+-t.y+"px) scale("+o+")";document.body.style.transformOrigin=i,document.body.style.transform=d}else 1===o?(document.body.style.position="",document.body.style.left="",document.body.style.top="",document.body.style.width="",document.body.style.height="",document.body.style.zoom=""):(document.body.style.position="relative",document.body.style.left=-(n.x+t.x)/o+"px",document.body.style.top=-(n.y+t.y)/o+"px",document.body.style.width=100*o+"%",document.body.style.height=100*o+"%",document.body.style.zoom=o);e=o,document.documentElement.classList&&(1!==e?document.documentElement.classList.add("zoomed"):document.documentElement.classList.remove("zoomed"))}function c(){var t=.12*window.innerWidth,i=.12*window.innerHeight,d=r();n<i?window.scroll(d.x,d.y-14/e*(1-n/i)):n>window.innerHeight-i&&window.scroll(d.x,d.y+(1-(window.innerHeight-n)/i)*(14/e)),o<t?window.scroll(d.x-14/e*(1-o/t),d.y):o>window.innerWidth-t&&window.scroll(d.x+(1-(window.innerWidth-o)/t)*(14/e),d.y)}function r(){return{x:void 0!==window.scrollX?window.scrollX:window.pageXOffset,y:void 0!==window.scrollY?window.scrollY:window.pageYOffset}}return l&&(document.body.style.transition="transform 0.8s ease"),document.addEventListener("keyup",(function(o){1!==e&&27===o.keyCode&&t.out()})),document.addEventListener("mousemove",(function(t){1!==e&&(o=t.clientX,n=t.clientY)})),{to:function(o){if(1!==e)t.out();else{if(o.x=o.x||0,o.y=o.y||0,o.element){var n=o.element.getBoundingClientRect();o.x=n.left-20,o.y=n.top-20,o.width=n.width+40,o.height=n.height+40}void 0!==o.width&&void 0!==o.height&&(o.scale=Math.max(Math.min(window.innerWidth/o.width,window.innerHeight/o.height),1)),o.scale>1&&(o.x*=o.scale,o.y*=o.scale,s(o,o.scale),!1!==o.pan&&(i=setTimeout((function(){d=setInterval(c,1e3/60)}),800)))}},out:function(){clearTimeout(i),clearInterval(d),s({x:0,y:0},1),e=1},magnify:function(e){this.to(e)},reset:function(){this.out()},zoomLevel:function(){return e}}}();
+/*!
+	 * zoom.js 0.3 (modified for use with reveal.js)
+	 * http://lab.hakim.se/zoom-js
+	 * MIT licensed
+	 *
+	 * Copyright (C) 2011-2014 Hakim El Hattab, http://hakim.se
+	 */return()=>e}));
diff --git a/src/.quarto/idx/about.qmd.json b/src/.quarto/idx/about.qmd.json
new file mode 100644
index 0000000000000000000000000000000000000000..c99c1c94027e0c5611e9514dbbc2a1f0a126fc8d
--- /dev/null
+++ b/src/.quarto/idx/about.qmd.json
@@ -0,0 +1 @@
+{"title":"About","markdown":{"yaml":{"title":"About"},"containsRefs":false,"markdown":"\n\nAbout this site\n","srcMarkdownNoYaml":"\n\nAbout this site\n"},"formats":{"html":{"identifier":{"display-name":"HTML","target-format":"html","base-format":"html"},"execute":{"fig-width":7,"fig-height":5,"fig-format":"retina","fig-dpi":96,"df-print":"default","error":false,"eval":true,"cache":null,"freeze":false,"echo":true,"output":true,"warning":true,"include":true,"keep-md":false,"keep-ipynb":false,"ipynb":null,"enabled":null,"daemon":null,"daemon-restart":false,"debug":false,"ipynb-filters":[],"ipynb-shell-interactivity":null,"plotly-connected":true,"engine":"markdown"},"render":{"keep-tex":false,"keep-typ":false,"keep-source":false,"keep-hidden":false,"prefer-html":false,"output-divs":true,"output-ext":"html","fig-align":"default","fig-pos":null,"fig-env":null,"code-fold":"none","code-overflow":"scroll","code-link":false,"code-line-numbers":false,"code-tools":false,"tbl-colwidths":"auto","merge-includes":true,"inline-includes":false,"preserve-yaml":false,"latex-auto-mk":true,"latex-auto-install":true,"latex-clean":true,"latex-min-runs":1,"latex-max-runs":10,"latex-makeindex":"makeindex","latex-makeindex-opts":[],"latex-tlmgr-opts":[],"latex-input-paths":[],"latex-output-dir":null,"link-external-icon":false,"link-external-newwindow":false,"self-contained-math":false,"format-resources":[],"notebook-links":true},"pandoc":{"standalone":true,"wrap":"none","default-image-extension":"png","to":"html","css":["styles.css"],"toc":true,"output-file":"about.html"},"language":{"toc-title-document":"Table 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License","title-block-author-single":"Author","title-block-author-plural":"Authors","title-block-affiliation-single":"Affiliation","title-block-affiliation-plural":"Affiliations","title-block-published":"Published","title-block-modified":"Modified","title-block-keywords":"Keywords","callout-tip-title":"Tip","callout-note-title":"Note","callout-warning-title":"Warning","callout-important-title":"Important","callout-caution-title":"Caution","code-summary":"Code","code-tools-menu-caption":"Code","code-tools-show-all-code":"Show All Code","code-tools-hide-all-code":"Hide All Code","code-tools-view-source":"View Source","code-tools-source-code":"Source Code","tools-share":"Share","tools-download":"Download","code-line":"Line","code-lines":"Lines","copy-button-tooltip":"Copy to Clipboard","copy-button-tooltip-success":"Copied!","repo-action-links-edit":"Edit this page","repo-action-links-source":"View source","repo-action-links-issue":"Report an issue","back-to-top":"Back to top","search-no-results-text":"No results","search-matching-documents-text":"matching documents","search-copy-link-title":"Copy link to search","search-hide-matches-text":"Hide additional matches","search-more-match-text":"more match in this document","search-more-matches-text":"more matches in this document","search-clear-button-title":"Clear","search-text-placeholder":"","search-detached-cancel-button-title":"Cancel","search-submit-button-title":"Submit","search-label":"Search","toggle-section":"Toggle section","toggle-sidebar":"Toggle sidebar navigation","toggle-dark-mode":"Toggle dark mode","toggle-reader-mode":"Toggle reader mode","toggle-navigation":"Toggle navigation","crossref-fig-title":"Figure","crossref-tbl-title":"Table","crossref-lst-title":"Listing","crossref-thm-title":"Theorem","crossref-lem-title":"Lemma","crossref-cor-title":"Corollary","crossref-prp-title":"Proposition","crossref-cnj-title":"Conjecture","crossref-def-title":"Definition","crossref-exm-title":"Example","crossref-exr-title":"Exercise","crossref-ch-prefix":"Chapter","crossref-apx-prefix":"Appendix","crossref-sec-prefix":"Section","crossref-eq-prefix":"Equation","crossref-lof-title":"List of Figures","crossref-lot-title":"List of Tables","crossref-lol-title":"List of Listings","environment-proof-title":"Proof","environment-remark-title":"Remark","environment-solution-title":"Solution","listing-page-order-by":"Order By","listing-page-order-by-default":"Default","listing-page-order-by-date-asc":"Oldest","listing-page-order-by-date-desc":"Newest","listing-page-order-by-number-desc":"High to Low","listing-page-order-by-number-asc":"Low to High","listing-page-field-date":"Date","listing-page-field-title":"Title","listing-page-field-description":"Description","listing-page-field-author":"Author","listing-page-field-filename":"File Name","listing-page-field-filemodified":"Modified","listing-page-field-subtitle":"Subtitle","listing-page-field-readingtime":"Reading Time","listing-page-field-wordcount":"Word Count","listing-page-field-categories":"Categories","listing-page-minutes-compact":"{0} min","listing-page-category-all":"All","listing-page-no-matches":"No matching items","listing-page-words":"{0} words","listing-page-filter":"Filter","draft":"Draft"},"metadata":{"lang":"en","fig-responsive":true,"quarto-version":"1.6.40","theme":"cosmo","title":"About"},"extensions":{"book":{"multiFile":true}}}},"projectFormats":["html"]}
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diff --git a/src/.quarto/idx/index.qmd.json b/src/.quarto/idx/index.qmd.json
new file mode 100644
index 0000000000000000000000000000000000000000..5c9c40125fd082126e6de1c3653399ff2241a2d4
--- /dev/null
+++ b/src/.quarto/idx/index.qmd.json
@@ -0,0 +1 @@
+{"title":"Optimizing LLM Performance Using Triton","markdown":{"yaml":{"title":"Optimizing LLM Performance Using Triton","format":{"revealjs":{"theme":"dark","transition":"slide","slide-number":true}},"author":"Matej Sirovatka","date":"today"},"headingText":"`whoami`","containsRefs":false,"markdown":"\n\n\n- My name is Matej\n- I'm a Master's student at the Brno University of Technology\n- I currently make GPUs go `brrrrrr` at Hugging Face 🤗\n\n## `What is Triton?`\n\n- NVIDIA's open-source programming language for GPU kernels\n- Designed for AI/ML workloads\n- Simplifies GPU programming compared to CUDA\n\n![](media/optim_scale.png){.center fig-align=\"center\"}\n\n## `Why Optimize with Triton?`\n\n- Simple yet effective\n- Less headache than CUDA\n- GPUs go `brrrrrrr` 🚀\n- Feel cool when your kernel is faster than PyTorch 😎\n\n## `Example Problem: KL Divergence`\n\n- commonly used in LLMs for knowledge distillation\n- for probability distributions $P$ and $Q$, the Kullback-Leibler divergence is defined as:\n\n$$\nD_{KL}(P \\| Q) = \\sum_{i} P_i \\log\\left(\\frac{P_i}{Q_i}\\right)\n$$\n\n\n```python\nimport torch\nfrom torch.nn.functional import kl_div\n\ndef kl_div_torch(p: torch.Tensor, q: torch.Tensor) -> torch.Tensor:\n    return kl_div(p, q, reduction='none')\n```\n\n## `How about Triton?`\n\n```python\nimport triton.language as tl\n\n@triton.jit\ndef kl_div_triton(\n    p_ptr, q_ptr, output_ptr, n_elements, BLOCK_SIZE: tl.constexpr\n):\n    pid = tl.program_id(0)\n    block_start = pid * BLOCK_SIZE\n    offsets = block_start + tl.arange(0, BLOCK_SIZE)\n    mask = offsets < n_elements\n    \n    p = tl.load(p_ptr + offsets, mask=mask)\n    q = tl.load(q_ptr + offsets, mask=mask)\n    \n    output = p * (tl.log(p) - tl.log(q))\n    \n    tl.store(output_ptr + offsets, output, mask=mask)\n```\n\n## `How to integrate with PyTorch?`\n\n- Triton works with pointers\n- How to use our custom kernel with PyTorch autograd?\n\n```python\nimport torch\n\nclass VectorAdd(torch.autograd.Function):\n    @staticmethod\n    def forward(ctx, p, q):\n        ctx.save_for_backward(q)\n        output = torch.empty_like(p)\n        grid = (len(p) + 512 - 1) // 512\n        kl_div_triton[grid](p, q, output, len(p), BLOCK_SIZE=512)\n        return output\n\n    @staticmethod\n    def backward(ctx, grad_output):\n        q = ctx.saved_tensors[0]\n        # Calculate gradients (another triton kernel)\n        return ...\n```\n\n## `Some benchmarks`\n\n- A KL Divergence kernel that is currently used in [Liger Kernel](https://github.com/linkedin/liger-kernel) written by @me\n\n:::: {.columns}\n\n::: {.column width=\"50%\"}\n\n![](media/kl_mem.png){.center fig-align=\"center\"}\n\n:::\n\n::: {.column width=\"50%\"}\n\n![](media/kl_speed.png){.center fig-align=\"center\"}\n\n:::\n\n::::\n\n## `Do I have to write everything?`\n\n- TLDR: No\n- Many cool projects already using Triton\n- Better Integration with PyTorch and even Hugging Face 🤗\n- Liger Kernel, Unsloth AI, etc.\n\n:::: {.columns}\n\n::: {.column width=\"50%\"}\n\n![](media/unsloth.png){.center fig-align=\"center\"}\n\n:::\n\n::: {.column width=\"50%\"}\n\n![](media/liger.png){.center fig-align=\"center\"}\n\n:::\n\n::::\n\n\n## `So how can I use this in my LLM? 🚀`\n\n- Liger Kernel is a great example, providing examples of how to integrate with Hugging Face 🤗 Trainer\n\n```diff\n- from transformers import AutoModelForCausalLM\n+ from liger_kernel.transformers import AutoLigerKernelForCausalLM\n\nmodel_path = \"meta-llama/Meta-Llama-3-8B-Instruct\"\n\n- model = AutoModelForCausalLM.from_pretrained(model_path)\n+ model = AutoLigerKernelForCausalLM.from_pretrained(model_path)\n\n# training/inference logic...\n```\n## `Key Optimization Techniques adapted by Liger Kernel`\n\n- Kernel Fusion\n- Domain-specific optimizations\n- Memory Access Patterns\n- Preemptive memory freeing\n   \n\n## `Aaand some more benchmarks 🚀`\n\n\n:::: {.columns}\n\n::: {.column width=\"50%\"}\n\n![](media/PMA.png){fig-align=\"center\"}\n\n:::\n\n::: {.column width=\"50%\"}\n\n![](media/PMR.png){fig-align=\"center\"}\n\n:::\n\n::::\n\n## `Last benchmark I promise...`\n\n\n![](media/TPS.png){height=\"50%\" width=\"50%\" }\n\n::: {.incremental}\n*Attention is all you need, so I thank you for yours!* 🤗\n:::\n\n","srcMarkdownNoYaml":"\n\n## `whoami`\n\n- My name is Matej\n- I'm a Master's student at the Brno University of Technology\n- I currently make GPUs go `brrrrrr` at Hugging Face 🤗\n\n## `What is Triton?`\n\n- NVIDIA's open-source programming language for GPU kernels\n- Designed for AI/ML workloads\n- Simplifies GPU programming compared to CUDA\n\n![](media/optim_scale.png){.center fig-align=\"center\"}\n\n## `Why Optimize with Triton?`\n\n- Simple yet effective\n- Less headache than CUDA\n- GPUs go `brrrrrrr` 🚀\n- Feel cool when your kernel is faster than PyTorch 😎\n\n## `Example Problem: KL Divergence`\n\n- commonly used in LLMs for knowledge distillation\n- for probability distributions $P$ and $Q$, the Kullback-Leibler divergence is defined as:\n\n$$\nD_{KL}(P \\| Q) = \\sum_{i} P_i \\log\\left(\\frac{P_i}{Q_i}\\right)\n$$\n\n\n```python\nimport torch\nfrom torch.nn.functional import kl_div\n\ndef kl_div_torch(p: torch.Tensor, q: torch.Tensor) -> torch.Tensor:\n    return kl_div(p, q, reduction='none')\n```\n\n## `How about Triton?`\n\n```python\nimport triton.language as tl\n\n@triton.jit\ndef kl_div_triton(\n    p_ptr, q_ptr, output_ptr, n_elements, BLOCK_SIZE: tl.constexpr\n):\n    pid = tl.program_id(0)\n    block_start = pid * BLOCK_SIZE\n    offsets = block_start + tl.arange(0, BLOCK_SIZE)\n    mask = offsets < n_elements\n    \n    p = tl.load(p_ptr + offsets, mask=mask)\n    q = tl.load(q_ptr + offsets, mask=mask)\n    \n    output = p * (tl.log(p) - tl.log(q))\n    \n    tl.store(output_ptr + offsets, output, mask=mask)\n```\n\n## `How to integrate with PyTorch?`\n\n- Triton works with pointers\n- How to use our custom kernel with PyTorch autograd?\n\n```python\nimport torch\n\nclass VectorAdd(torch.autograd.Function):\n    @staticmethod\n    def forward(ctx, p, q):\n        ctx.save_for_backward(q)\n        output = torch.empty_like(p)\n        grid = (len(p) + 512 - 1) // 512\n        kl_div_triton[grid](p, q, output, len(p), BLOCK_SIZE=512)\n        return output\n\n    @staticmethod\n    def backward(ctx, grad_output):\n        q = ctx.saved_tensors[0]\n        # Calculate gradients (another triton kernel)\n        return ...\n```\n\n## `Some benchmarks`\n\n- A KL Divergence kernel that is currently used in [Liger Kernel](https://github.com/linkedin/liger-kernel) written by @me\n\n:::: {.columns}\n\n::: {.column width=\"50%\"}\n\n![](media/kl_mem.png){.center fig-align=\"center\"}\n\n:::\n\n::: {.column width=\"50%\"}\n\n![](media/kl_speed.png){.center fig-align=\"center\"}\n\n:::\n\n::::\n\n## `Do I have to write everything?`\n\n- TLDR: No\n- Many cool projects already using Triton\n- Better Integration with PyTorch and even Hugging Face 🤗\n- Liger Kernel, Unsloth AI, etc.\n\n:::: {.columns}\n\n::: {.column width=\"50%\"}\n\n![](media/unsloth.png){.center fig-align=\"center\"}\n\n:::\n\n::: {.column width=\"50%\"}\n\n![](media/liger.png){.center fig-align=\"center\"}\n\n:::\n\n::::\n\n\n## `So how can I use this in my LLM? 🚀`\n\n- Liger Kernel is a great example, providing examples of how to integrate with Hugging Face 🤗 Trainer\n\n```diff\n- from transformers import AutoModelForCausalLM\n+ from liger_kernel.transformers import AutoLigerKernelForCausalLM\n\nmodel_path = \"meta-llama/Meta-Llama-3-8B-Instruct\"\n\n- model = AutoModelForCausalLM.from_pretrained(model_path)\n+ model = AutoLigerKernelForCausalLM.from_pretrained(model_path)\n\n# training/inference logic...\n```\n## `Key Optimization Techniques adapted by Liger Kernel`\n\n- Kernel Fusion\n- Domain-specific optimizations\n- Memory Access Patterns\n- Preemptive memory freeing\n   \n\n## `Aaand some more benchmarks 🚀`\n\n\n:::: {.columns}\n\n::: {.column width=\"50%\"}\n\n![](media/PMA.png){fig-align=\"center\"}\n\n:::\n\n::: {.column width=\"50%\"}\n\n![](media/PMR.png){fig-align=\"center\"}\n\n:::\n\n::::\n\n## `Last benchmark I promise...`\n\n\n![](media/TPS.png){height=\"50%\" width=\"50%\" }\n\n::: {.incremental}\n*Attention is all you need, so I thank you for yours!* 🤗\n:::\n\n"},"formats":{"revealjs":{"identifier":{"display-name":"RevealJS","target-format":"revealjs","base-format":"revealjs"},"execute":{"fig-width":10,"fig-height":5,"fig-format":"retina","fig-dpi":96,"df-print":"default","error":false,"eval":true,"cache":null,"freeze":false,"echo":false,"output":true,"warning":false,"include":true,"keep-md":false,"keep-ipynb":false,"ipynb":null,"enabled":null,"daemon":null,"daemon-restart":false,"debug":false,"ipynb-filters":[],"ipynb-shell-interactivity":null,"plotly-connected":true,"engine":"markdown"},"render":{"keep-tex":false,"keep-typ":false,"keep-source":false,"keep-hidden":false,"prefer-html":false,"output-divs":true,"output-ext":"html","fig-align":"default","fig-pos":null,"fig-env":null,"code-fold":"none","code-overflow":"scroll","code-link":false,"code-line-numbers":true,"code-tools":false,"tbl-colwidths":"auto","merge-includes":true,"inline-includes":false,"preserve-yaml":false,"latex-auto-mk":true,"latex-auto-install":true,"latex-clean":true,"latex-min-runs":1,"latex-max-runs":10,"latex-makeindex":"makeindex","latex-makeindex-opts":[],"latex-tlmgr-opts":[],"latex-input-paths":[],"latex-output-dir":null,"link-external-icon":false,"link-external-newwindow":false,"self-contained-math":false,"format-resources":[]},"pandoc":{"standalone":true,"wrap":"none","default-image-extension":"png","html-math-method":{"method":"mathjax","url":"https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.9/MathJax.js?config=TeX-AMS_HTML-full"},"slide-level":2,"to":"revealjs","output-file":"index.html"},"language":{"toc-title-document":"Table 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License","title-block-author-single":"Author","title-block-author-plural":"Authors","title-block-affiliation-single":"Affiliation","title-block-affiliation-plural":"Affiliations","title-block-published":"Published","title-block-modified":"Modified","title-block-keywords":"Keywords","callout-tip-title":"Tip","callout-note-title":"Note","callout-warning-title":"Warning","callout-important-title":"Important","callout-caution-title":"Caution","code-summary":"Code","code-tools-menu-caption":"Code","code-tools-show-all-code":"Show All Code","code-tools-hide-all-code":"Hide All Code","code-tools-view-source":"View Source","code-tools-source-code":"Source Code","tools-share":"Share","tools-download":"Download","code-line":"Line","code-lines":"Lines","copy-button-tooltip":"Copy to Clipboard","copy-button-tooltip-success":"Copied!","repo-action-links-edit":"Edit this page","repo-action-links-source":"View source","repo-action-links-issue":"Report an issue","back-to-top":"Back to top","search-no-results-text":"No results","search-matching-documents-text":"matching documents","search-copy-link-title":"Copy link to search","search-hide-matches-text":"Hide additional matches","search-more-match-text":"more match in this document","search-more-matches-text":"more matches in this document","search-clear-button-title":"Clear","search-text-placeholder":"","search-detached-cancel-button-title":"Cancel","search-submit-button-title":"Submit","search-label":"Search","toggle-section":"Toggle section","toggle-sidebar":"Toggle sidebar navigation","toggle-dark-mode":"Toggle dark mode","toggle-reader-mode":"Toggle reader mode","toggle-navigation":"Toggle navigation","crossref-fig-title":"Figure","crossref-tbl-title":"Table","crossref-lst-title":"Listing","crossref-thm-title":"Theorem","crossref-lem-title":"Lemma","crossref-cor-title":"Corollary","crossref-prp-title":"Proposition","crossref-cnj-title":"Conjecture","crossref-def-title":"Definition","crossref-exm-title":"Example","crossref-exr-title":"Exercise","crossref-ch-prefix":"Chapter","crossref-apx-prefix":"Appendix","crossref-sec-prefix":"Section","crossref-eq-prefix":"Equation","crossref-lof-title":"List of Figures","crossref-lot-title":"List of Tables","crossref-lol-title":"List of Listings","environment-proof-title":"Proof","environment-remark-title":"Remark","environment-solution-title":"Solution","listing-page-order-by":"Order By","listing-page-order-by-default":"Default","listing-page-order-by-date-asc":"Oldest","listing-page-order-by-date-desc":"Newest","listing-page-order-by-number-desc":"High to Low","listing-page-order-by-number-asc":"Low to High","listing-page-field-date":"Date","listing-page-field-title":"Title","listing-page-field-description":"Description","listing-page-field-author":"Author","listing-page-field-filename":"File Name","listing-page-field-filemodified":"Modified","listing-page-field-subtitle":"Subtitle","listing-page-field-readingtime":"Reading Time","listing-page-field-wordcount":"Word Count","listing-page-field-categories":"Categories","listing-page-minutes-compact":"{0} min","listing-page-category-all":"All","listing-page-no-matches":"No matching items","listing-page-words":"{0} words","listing-page-filter":"Filter","draft":"Draft"},"metadata":{"lang":"en","fig-responsive":false,"quarto-version":"1.6.40","auto-stretch":true,"title":"Optimizing LLM Performance Using Triton","author":"Matej Sirovatka","date":"today","theme":"dark","transition":"slide","slideNumber":true}}},"projectFormats":["html"]}
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+{"title":"Advanced RAG","markdown":{"yaml":{"title":"Advanced RAG","jupyter":"python3","eval":false,"code-annotations":"hover"},"headingText":"Load your knowledge base","containsRefs":false,"markdown":"\n\nThis notebook demonstrates how you can build an advanced RAG (Retrieval Augmented Generation) for answering a user's question about a specific knowledge base (here, the HuggingFace documentation), using LangChain.\n\nFor an introduction to RAG, you can check [this other cookbook](rag_zephyr_langchain.qmd)!\n\nRAG systems are complex, with many moving parts: here a RAG diagram, where we noted in blue all possibilities for system enhancement:\n\n<img src=\"https://huggingface.co/datasets/huggingface/cookbook-images/resolve/main/RAG_workflow.png\" height=\"700\">\n\n::: callout-note\n💡 As you can see, there are many steps to tune in this architecture: tuning the system properly will yield significant performance gains.\n:::\n\nIn this notebook, we will take a look into many of these blue notes to see how to tune your RAG system and get the best performance.\n\n__Let's dig into the model building!__ First, we install the required model dependancies.\n\n```{python}\n!pip install -q torch transformers transformers accelerate bitsandbytes langchain sentence-transformers faiss-gpu openpyxl pacmap\n```\n\n```{python}\n%reload_ext dotenv\n%dotenv\n```\n\n```{python}\nfrom tqdm.notebook import tqdm\nimport pandas as pd\nfrom typing import Optional, List, Tuple\nfrom datasets import Dataset\nimport matplotlib.pyplot as plt\n\npd.set_option(\n    \"display.max_colwidth\", None                    # <1>\n) \n```\n1. This will be helpful when visualizing retriever outputs\n\n\n```{python}\nimport datasets\n\nds = datasets.load_dataset(\"m-ric/huggingface_doc\", split=\"train\")\n```\n\n```{python}\nfrom langchain.docstore.document import Document as LangchainDocument\n\nRAW_KNOWLEDGE_BASE = [\n    LangchainDocument(page_content=doc[\"text\"], metadata={\"source\": doc[\"source\"]})\n    for doc in tqdm(ds)\n]\n```\n\n# 1. Retriever - embeddings 🗂️\nThe __retriever acts like an internal search engine__: given the user query, it returns a few relevant snippets from your knowledge base.\n\nThese snippets will then be fed to the Reader Model to help it generate its answer.\n\nSo __our objective here is, given a user question, to find the most snippets from our knowledge base to answer that question.__\n\nThis is a wide objective, it leaves open some questions. How many snippets should we retrieve? This parameter will be named `top_k`.\n\nHow long should these snippets be? This is called the `chunk size`. There's no one-size-fits-all answers, but here are a few elements:\n- 🔀 Your `chunk size` is allowed to vary from one snippet to the other.\n- Since there will always be some noise in your retrieval, increasing the `top_k` increases the chance to get relevant elements in your retrieved snippets. 🎯 Shooting more arrows increases your probability to hit your target.\n- Meanwhile, the summed length of your retrieved documents should not be too high: for instance, for most current models 16k tokens will probably drown your Reader model in information due to [Lost-in-the-middle phenomenon](https://huggingface.co/papers/2307.03172). 🎯 Give your reader model only the most relevant insights, not a huge pile of books!\n\n::: callout-note\nIn this notebook, we use Langchain library since __it offers a huge variety of options for vector databases and allows us to keep document metadata throughout the processing__.\n:::\n\n### 1.1 Split the documents into chunks\n\n- In this part, __we split the documents from our knowledge base into smaller chunks__ which will be the snippets on which the reader LLM will base its answer.\n- The goal is to prepare a collection of **semantically relevant snippets**. So their size should be adapted to precise ideas: too small will truncate ideas, too large will dilute them.\n\n::: callout-tip\n💡 Many options exist for text splitting: splitting on words, on sentence boundaries, recursive chunking that processes documents in a tree-like way to preserve structure information... To learn more about chunking, I recommend you read [this great notebook](https://github.com/FullStackRetrieval-com/RetrievalTutorials/blob/main/5_Levels_Of_Text_Splitting.ipynb) by Greg Kamradt.\n:::\n\n\n- **Recursive chunking** breaks down the text into smaller parts step by step using a given list of separators sorted from the most important to the least important separator. If the first split doesn't give the right size or shape chunks, the method repeats itself on the new chunks using a different separator. For instance with the list of separators `[\"\\n\\n\", \"\\n\", \".\", \"\"]`:\n    - The method will first break down the document wherever there is a double line break `\"\\n\\n\"`.\n    - Resulting documents will be split again on simple line breaks `\"\\n\"`, then on sentence ends `\".\"`.\n    - And finally, if some chunks are still too big, they will be split whenever they overflow the maximum size.\n\n- With this method, the global structure is well preserved, at the expense of getting slight variations in chunk size.\n\n> [This space](https://huggingface.co/spaces/A-Roucher/chunk_visualizer) lets you visualize how different splitting options affect the chunks you get.\n\n🔬 Let's experiment a bit with chunk sizes, beginning with an arbitrary size, and see how splits work. We use Langchain's implementation of recursive chunking with `RecursiveCharacterTextSplitter`.\n- Parameter `chunk_size` controls the length of individual chunks: this length is counted by default as the number of characters in the chunk.\n- Parameter `chunk_overlap` lets adjacent chunks get a bit of overlap on each other. This reduces the probability that an idea could be cut in half by the split between two adjacent chunks. We ~arbitrarily set this to 1/10th of the chunk size, you could try different values!\n\n```{python}\nfrom langchain.text_splitter import RecursiveCharacterTextSplitter\n\n# We use a hierarchical list of separators specifically tailored for splitting Markdown documents\n# This list is taken from LangChain's MarkdownTextSplitter class.\nMARKDOWN_SEPARATORS = [\n    \"\\n#{1,6} \",\n    \"```\\n\",\n    \"\\n\\\\*\\\\*\\\\*+\\n\",\n    \"\\n---+\\n\",\n    \"\\n___+\\n\",\n    \"\\n\\n\",\n    \"\\n\",\n    \" \",\n    \"\",\n]\n\ntext_splitter = RecursiveCharacterTextSplitter(\n    chunk_size=1000,            # <1>\n    chunk_overlap=100,          # <2>\n    add_start_index=True,       # <3>\n    strip_whitespace=True,      # <4>\n    separators=MARKDOWN_SEPARATORS,\n)\n\ndocs_processed = []\nfor doc in RAW_KNOWLEDGE_BASE:\n    docs_processed += text_splitter.split_documents([doc])\n```\n1. The maximum number of characters in a chunk: we selected this value arbitrally\n2. The number of characters to overlap between chunks\n3. If `True`, includes chunk's start index in metadata\n4. If `True`, strips whitespace from the start and end of every document\n\n\nWe also have to keep in mind that when embedding documents, we will use an embedding model that has accepts a certain maximum sequence length `max_seq_length`.\n\nSo we should make sure that our chunk sizes are below this limit, because any longer chunk will be truncated before processing, thus losing relevancy.\n\n```{python}\n#| colab: {referenced_widgets: [ae043feeb0914c879e2a9008b413d952]}\nfrom sentence_transformers import SentenceTransformer\n\n# To get the value of the max sequence_length, we will query the underlying `SentenceTransformer` object used in the RecursiveCharacterTextSplitter.\nprint(\n    f\"Model's maximum sequence length: {SentenceTransformer('thenlper/gte-small').max_seq_length}\"\n)\n\nfrom transformers import AutoTokenizer\n\ntokenizer = AutoTokenizer.from_pretrained(\"thenlper/gte-small\")\nlengths = [len(tokenizer.encode(doc.page_content)) for doc in tqdm(docs_processed)]\n\n# Plot the distrubution of document lengths, counted as the number of tokens\nfig = pd.Series(lengths).hist()\nplt.title(\"Distribution of document lengths in the knowledge base (in count of tokens)\")\nplt.show()\n```\n\n👀 As you can see, __the chunk lengths are not aligned with our limit of 512 tokens__, and some documents are above the limit, thus some part of them will be lost in truncation!\n - So we should change the `RecursiveCharacterTextSplitter` class to count length in number of tokens instead of number of characters.\n - Then we can choose a specific chunk size, here we would choose a lower threshold than 512:\n    - smaller documents could allow the split to focus more on specific ideas.\n    - But too small chunks would split sentences in half, thus losing meaning again: the proper tuning is a matter of balance.\n\n```{python}\n#| colab: {referenced_widgets: [f900cf4ab3a94f45bfa7298f433566ed]}\nfrom langchain.text_splitter import RecursiveCharacterTextSplitter\nfrom transformers import AutoTokenizer\n\nEMBEDDING_MODEL_NAME = \"thenlper/gte-small\"\n\n\ndef split_documents(\n    chunk_size: int,\n    knowledge_base: List[LangchainDocument],\n    tokenizer_name: Optional[str] = EMBEDDING_MODEL_NAME,\n) -> List[LangchainDocument]:\n    \"\"\"\n    Split documents into chunks of maximum size `chunk_size` tokens and return a list of documents.\n    \"\"\"\n    text_splitter = RecursiveCharacterTextSplitter.from_huggingface_tokenizer(\n        AutoTokenizer.from_pretrained(tokenizer_name),\n        chunk_size=chunk_size,\n        chunk_overlap=int(chunk_size / 10),\n        add_start_index=True,\n        strip_whitespace=True,\n        separators=MARKDOWN_SEPARATORS,\n    )\n\n    docs_processed = []\n    for doc in knowledge_base:\n        docs_processed += text_splitter.split_documents([doc])\n\n    # Remove duplicates\n    unique_texts = {}\n    docs_processed_unique = []\n    for doc in docs_processed:\n        if doc.page_content not in unique_texts:\n            unique_texts[doc.page_content] = True\n            docs_processed_unique.append(doc)\n\n    return docs_processed_unique\n\n\ndocs_processed = split_documents(\n    512,  # We choose a chunk size adapted to our model\n    RAW_KNOWLEDGE_BASE,\n    tokenizer_name=EMBEDDING_MODEL_NAME,\n)\n\n# Let's visualize the chunk sizes we would have in tokens from a common model\nfrom transformers import AutoTokenizer\n\ntokenizer = AutoTokenizer.from_pretrained(EMBEDDING_MODEL_NAME)\nlengths = [len(tokenizer.encode(doc.page_content)) for doc in tqdm(docs_processed)]\nfig = pd.Series(lengths).hist()\nplt.title(\"Distribution of document lengths in the knowledge base (in count of tokens)\")\nplt.show()\n```\n\n➡️ Now the chunk length distribution looks better!\n\n### 1.2 Building the vector database\n\nWe want to compute the embeddings for all the chunks of our knowledge base: to learn more on sentence embeddings, we recommend reading [this guide](https://osanseviero.github.io/hackerllama/blog/posts/sentence_embeddings/).\n\n#### How does retrieval work ?\n\nOnce the chunks are all embedded, we store them into a vector database. When the user types in a query, it gets embedded by the same model previously used, and a similarity search returns the closest documents from the vector database.\n\nThe technical challenge is thus, given a query vector, to quickly find the nearest neighbours of this vector in the vector database. To do this, we need to choose two things: a distance, and a search algorithm to find the nearest neighbors quickly within a database of thousands of records.\n\n##### Nearest Neighbor search algorithm\n\nThere are plentiful choices for the nearest neighbor search algorithm: we go with Facebook's [FAISS](https://github.com/facebookresearch/faiss), since FAISS is performant enough for most use cases, and it is well known thus widely implemented.\n\n##### Distances\n\nRegarding distances, you can find a good guide [here](https://osanseviero.github.io/hackerllama/blog/posts/sentence_embeddings/#distance-between-embeddings). In short:\n\n- **Cosine similarity** computes similarity between two vectors as the cosinus of their relative angle: it allows us to compare vector directions are regardless of their magnitude. Using it requires to normalize all vectors, to rescale them into unit norm.\n- **Dot product** takes into account magnitude, with the sometimes undesirable effect that increasing a vector's length will make it more similar to all others.\n- **Euclidean distance** is the distance between the ends of vectors.\n\nYou can try [this small exercise](https://developers.google.com/machine-learning/clustering/similarity/check-your-understanding) to check your understanding of these concepts. But once vectors are normalized, [the choice of a specific distance does not matter much](https://platform.openai.com/docs/guides/embeddings/which-distance-function-should-i-use).\n\nOur particular model works well with cosine similarity, so choose this distance, and we set it up both in the Embedding model, and in the `distance_strategy` argument of our FAISS index. With cosine similarity, we have to normalize our embeddings.\n\n::: {.callout-warning}\n🚨👇 The cell below takes a few minutes to run on A10G!\n:::\n\n```{python}\nfrom langchain.vectorstores import FAISS\nfrom langchain_community.embeddings import HuggingFaceEmbeddings\nfrom langchain_community.vectorstores.utils import DistanceStrategy\n\nembedding_model = HuggingFaceEmbeddings(\n    model_name=EMBEDDING_MODEL_NAME,\n    multi_process=True,\n    model_kwargs={\"device\": \"cuda\"},\n    encode_kwargs={\"normalize_embeddings\": True},  # set True for cosine similarity\n)\n\nKNOWLEDGE_VECTOR_DATABASE = FAISS.from_documents(\n    docs_processed, embedding_model, distance_strategy=DistanceStrategy.COSINE\n)\n```\n\n👀 To visualize the search for the closest documents, let's project our embeddings from 384 dimensions down to 2 dimensions using PaCMAP.\n\n::: {.callout-note}\n💡 We chose PaCMAP rather than other techniques such as t-SNE or UMAP, since [it is efficient (preserves local and global structure), robust to initialization parameters and fast](https://www.nature.com/articles/s42003-022-03628-x#Abs1).\n:::\n\n\n```{python}\n# embed a user query in the same space\nuser_query = \"How to create a pipeline object?\"\nquery_vector = embedding_model.embed_query(user_query)\n```\n\n```{python}\nimport pacmap\nimport numpy as np\nimport plotly.express as px\n\nembedding_projector = pacmap.PaCMAP(\n    n_components=2, n_neighbors=None, MN_ratio=0.5, FP_ratio=2.0, random_state=1\n)\n\nembeddings_2d = [\n    list(KNOWLEDGE_VECTOR_DATABASE.index.reconstruct_n(idx, 1)[0])\n    for idx in range(len(docs_processed))\n] + [query_vector]\n\n# fit the data (The index of transformed data corresponds to the index of the original data)\ndocuments_projected = embedding_projector.fit_transform(np.array(embeddings_2d), init=\"pca\")\n```\n\n```{python}\ndf = pd.DataFrame.from_dict(\n    [\n        {\n            \"x\": documents_projected[i, 0],\n            \"y\": documents_projected[i, 1],\n            \"source\": docs_processed[i].metadata[\"source\"].split(\"/\")[1],\n            \"extract\": docs_processed[i].page_content[:100] + \"...\",\n            \"symbol\": \"circle\",\n            \"size_col\": 4,\n        }\n        for i in range(len(docs_processed))\n    ]\n    + [\n        {\n            \"x\": documents_projected[-1, 0],\n            \"y\": documents_projected[-1, 1],\n            \"source\": \"User query\",\n            \"extract\": user_query,\n            \"size_col\": 100,\n            \"symbol\": \"star\",\n        }\n    ]\n)\n\n# visualize the embedding\nfig = px.scatter(\n    df,\n    x=\"x\",\n    y=\"y\",\n    color=\"source\",\n    hover_data=\"extract\",\n    size=\"size_col\",\n    symbol=\"symbol\",\n    color_discrete_map={\"User query\": \"black\"},\n    width=1000,\n    height=700,\n)\nfig.update_traces(\n    marker=dict(opacity=1, line=dict(width=0, color=\"DarkSlateGrey\")), selector=dict(mode=\"markers\")\n)\nfig.update_layout(\n    legend_title_text=\"<b>Chunk source</b>\",\n    title=\"<b>2D Projection of Chunk Embeddings via PaCMAP</b>\",\n)\nfig.show()\n```\n\n<img src=\"https://huggingface.co/datasets/huggingface/cookbook-images/resolve/main/PaCMAP_embeddings.png\" height=\"700\">\n\n\n➡️ On the graph above, you can see a spatial representation of the kowledge base documents. As the vector embeddings represent the document's meaning, their closeness in meaning should be reflected in their embedding's closeness.\n\nThe user query's embedding is also shown : we want to find the `k` document that have the closest meaning, thus we pick the `k` closest vectors.\n\nIn the LangChain vector database implementation, this search operation is performed by the method `vector_database.similarity_search(query)`.\n\nHere is the result:\n\n```{python}\nprint(f\"\\nStarting retrieval for {user_query=}...\")\nretrieved_docs = KNOWLEDGE_VECTOR_DATABASE.similarity_search(query=user_query, k=5)\nprint(\"\\n==================================Top document==================================\")\nprint(retrieved_docs[0].page_content)\nprint(\"==================================Metadata==================================\")\nprint(retrieved_docs[0].metadata)\n```\n\n# 2. Reader - LLM 💬\n\nIn this part, the __LLM Reader reads the retrieved context to formulate its answer.__\n\nThere are actually substeps that can all be tuned:\n1. The content of the retrieved documents is aggregated together into the \"context\", with many processing options like _prompt compression_.\n2. The context and the user query are aggregated into a prompt then given to the LLM to generate its answer.\n\n### 2.1. Reader model\n\nThe choice of a reader model is important on a few aspects:\n- the reader model's `max_seq_length` must accomodate our prompt, which includes the context output by the retriever call: the context consists in 5 documents of 512 tokens each, so we aim for a context length of 4k tokens at least.\n- the reader model\n\nFor this example, we chose [`HuggingFaceH4/zephyr-7b-beta`](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta), a small but powerful model.\n\n::: callout-note\nWith many models being released every week, you may want to substitute this model to the latest and greatest. The best way to keep track of open source LLMs is to check the [Open-source LLM leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard).\n:::\n\nTo make inference faster, we will load the quantized version of the model:\n\n```{python}\n#| colab: {referenced_widgets: [db31fd28d3604e78aead26af87b0384f]}\nfrom transformers import pipeline\nimport torch\nfrom transformers import AutoTokenizer, AutoModelForCausalLM, BitsAndBytesConfig\n\nREADER_MODEL_NAME = \"HuggingFaceH4/zephyr-7b-beta\"\n\nbnb_config = BitsAndBytesConfig(\n    load_in_4bit=True,\n    bnb_4bit_use_double_quant=True,\n    bnb_4bit_quant_type=\"nf4\",\n    bnb_4bit_compute_dtype=torch.bfloat16,\n)\nmodel = AutoModelForCausalLM.from_pretrained(READER_MODEL_NAME, quantization_config=bnb_config)\ntokenizer = AutoTokenizer.from_pretrained(READER_MODEL_NAME)\n\nREADER_LLM = pipeline(\n    model=model,\n    tokenizer=tokenizer,\n    task=\"text-generation\",\n    do_sample=True,\n    temperature=0.2,\n    repetition_penalty=1.1,\n    return_full_text=False,\n    max_new_tokens=500,\n)\n```\n\n```{python}\nREADER_LLM(\"What is 4+4? Answer:\")\n```\n\n### 2.2. Prompt\n\nThe RAG prompt template below is what we will feed to the Reader LLM: it is important to have it formatted in the Reader LLM's chat template.\n\nWe give it our context and the user's question.\n\n```{python}\nprompt_in_chat_format = [\n    {\n        \"role\": \"system\",\n        \"content\": \"\"\"Using the information contained in the context,\ngive a comprehensive answer to the question.\nRespond only to the question asked, response should be concise and relevant to the question.\nProvide the number of the source document when relevant.\nIf the answer cannot be deduced from the context, do not give an answer.\"\"\",\n    },\n    {\n        \"role\": \"user\",\n        \"content\": \"\"\"Context:\n{context}\n---\nNow here is the question you need to answer.\n\nQuestion: {question}\"\"\",\n    },\n]\nRAG_PROMPT_TEMPLATE = tokenizer.apply_chat_template(\n    prompt_in_chat_format, tokenize=False, add_generation_prompt=True\n)\nprint(RAG_PROMPT_TEMPLATE)\n```\n\nLet's test our Reader on our previously retrieved documents!\n\n```{python}\nretrieved_docs_text = [\n    doc.page_content for doc in retrieved_docs\n]  # we only need the text of the documents\ncontext = \"\\nExtracted documents:\\n\"\ncontext += \"\".join([f\"Document {str(i)}:::\\n\" + doc for i, doc in enumerate(retrieved_docs_text)])\n\nfinal_prompt = RAG_PROMPT_TEMPLATE.format(\n    question=\"How to create a pipeline object?\", context=context\n)\n\n# Redact an answer\nanswer = READER_LLM(final_prompt)[0][\"generated_text\"]\nprint(answer)\n```\n\n### 2.3. Reranking\n\nA good option for RAG is to retrieve more documents than you want in the end, then rerank the results with a more powerful retrieval model before keeping only the `top_k`.\n\nFor this, [Colbertv2](https://arxiv.org/abs/2112.01488) is a great choice: instead of a bi-encoder like our classical embedding models, it is a cross-encoder that computes more fine-grained interactions between the query tokens and each document's tokens.\n\nIt is easily usable thanks to [the RAGatouille library](https://github.com/bclavie/RAGatouille).\n\n```{python}\nfrom ragatouille import RAGPretrainedModel\n\nRERANKER = RAGPretrainedModel.from_pretrained(\"colbert-ir/colbertv2.0\")\n```\n\n# 3. Assembling it all!\n\n```{python}\nfrom transformers import Pipeline\n\n\ndef answer_with_rag(\n    question: str,\n    llm: Pipeline,\n    knowledge_index: FAISS,\n    reranker: Optional[RAGPretrainedModel] = None,\n    num_retrieved_docs: int = 30,\n    num_docs_final: int = 5,\n) -> Tuple[str, List[LangchainDocument]]:\n    # Gather documents with retriever\n    print(\"=> Retrieving documents...\")\n    relevant_docs = knowledge_index.similarity_search(query=question, k=num_retrieved_docs)\n    relevant_docs = [doc.page_content for doc in relevant_docs]  # keep only the text\n\n    # Optionally rerank results\n    if reranker:\n        print(\"=> Reranking documents...\")\n        relevant_docs = reranker.rerank(question, relevant_docs, k=num_docs_final)\n        relevant_docs = [doc[\"content\"] for doc in relevant_docs]\n\n    relevant_docs = relevant_docs[:num_docs_final]\n\n    # Build the final prompt\n    context = \"\\nExtracted documents:\\n\"\n    context += \"\".join([f\"Document {str(i)}:::\\n\" + doc for i, doc in enumerate(relevant_docs)])\n\n    final_prompt = RAG_PROMPT_TEMPLATE.format(question=question, context=context)\n\n    # Redact an answer\n    print(\"=> Generating answer...\")\n    answer = llm(final_prompt)[0][\"generated_text\"]\n\n    return answer, relevant_docs\n```\n\nLet's see how our RAG pipeline answers a user query.\n\n```{python}\nquestion = \"how to create a pipeline object?\"\n\nanswer, relevant_docs = answer_with_rag(\n    question, READER_LLM, KNOWLEDGE_VECTOR_DATABASE, reranker=RERANKER\n)\n```\n\n```{python}\nprint(\"==================================Answer==================================\")\nprint(f\"{answer}\")\nprint(\"==================================Source docs==================================\")\nfor i, doc in enumerate(relevant_docs):\n    print(f\"Document {i}------------------------------------------------------------\")\n    print(doc)\n```\n\n✅ We now have a fully functional, performant RAG sytem. That's it for today! Congratulations for making it to the end 🥳\n\n\n# To go further 🗺️\n\nThis is not the end of the journey! You can try many steps to improve your RAG system. We recommend doing so in an iterative way: bring small changes to the system and see what improves performance.\n\n### Setting up an evaluation pipeline\n\n- 💬 \"You cannot improve the model performance that you do not measure\", said Gandhi... or at least Llama2 told me he said it. Anyway, you should absolutely start by measuring performance: this means building a small evaluation dataset, then monitor the performance of your RAG system on this evaluation dataset.\n\n### Improving the retriever\n\n🛠️ __You can use these options to tune the results:__\n\n- Tune the chunking method:\n    - Size of the chunks\n    - Method: split on different separators, use [semantic chunking](https://python.langchain.com/docs/modules/data_connection/document_transformers/semantic-chunker)...\n- Change the embedding model\n\n👷‍♀️ __More could be considered:__\n- Try another chunking method, like semantic chunking\n- Change the index used (here, FAISS)\n- Query expansion: reformulate the user query in slightly different ways to retrieve more documents.\n\n### Improving the reader\n\n🛠️ __Here you can try the following options to improve results:__\n- Tune the prompt\n- Switch reranking on/off\n- Choose a more powerful reader model\n\n💡 __Many options could be considered here to further improve the results:__\n- Compress the retrieved context to keep only the most relevant parts to answer the query.\n- Extend the RAG system to make it more user-friendly:\n    - cite source\n    - make conversational\n\n","srcMarkdownNoYaml":"\n\nThis notebook demonstrates how you can build an advanced RAG (Retrieval Augmented Generation) for answering a user's question about a specific knowledge base (here, the HuggingFace documentation), using LangChain.\n\nFor an introduction to RAG, you can check [this other cookbook](rag_zephyr_langchain.qmd)!\n\nRAG systems are complex, with many moving parts: here a RAG diagram, where we noted in blue all possibilities for system enhancement:\n\n<img src=\"https://huggingface.co/datasets/huggingface/cookbook-images/resolve/main/RAG_workflow.png\" height=\"700\">\n\n::: callout-note\n💡 As you can see, there are many steps to tune in this architecture: tuning the system properly will yield significant performance gains.\n:::\n\nIn this notebook, we will take a look into many of these blue notes to see how to tune your RAG system and get the best performance.\n\n__Let's dig into the model building!__ First, we install the required model dependancies.\n\n```{python}\n!pip install -q torch transformers transformers accelerate bitsandbytes langchain sentence-transformers faiss-gpu openpyxl pacmap\n```\n\n```{python}\n%reload_ext dotenv\n%dotenv\n```\n\n```{python}\nfrom tqdm.notebook import tqdm\nimport pandas as pd\nfrom typing import Optional, List, Tuple\nfrom datasets import Dataset\nimport matplotlib.pyplot as plt\n\npd.set_option(\n    \"display.max_colwidth\", None                    # <1>\n) \n```\n1. This will be helpful when visualizing retriever outputs\n\n### Load your knowledge base\n\n```{python}\nimport datasets\n\nds = datasets.load_dataset(\"m-ric/huggingface_doc\", split=\"train\")\n```\n\n```{python}\nfrom langchain.docstore.document import Document as LangchainDocument\n\nRAW_KNOWLEDGE_BASE = [\n    LangchainDocument(page_content=doc[\"text\"], metadata={\"source\": doc[\"source\"]})\n    for doc in tqdm(ds)\n]\n```\n\n# 1. Retriever - embeddings 🗂️\nThe __retriever acts like an internal search engine__: given the user query, it returns a few relevant snippets from your knowledge base.\n\nThese snippets will then be fed to the Reader Model to help it generate its answer.\n\nSo __our objective here is, given a user question, to find the most snippets from our knowledge base to answer that question.__\n\nThis is a wide objective, it leaves open some questions. How many snippets should we retrieve? This parameter will be named `top_k`.\n\nHow long should these snippets be? This is called the `chunk size`. There's no one-size-fits-all answers, but here are a few elements:\n- 🔀 Your `chunk size` is allowed to vary from one snippet to the other.\n- Since there will always be some noise in your retrieval, increasing the `top_k` increases the chance to get relevant elements in your retrieved snippets. 🎯 Shooting more arrows increases your probability to hit your target.\n- Meanwhile, the summed length of your retrieved documents should not be too high: for instance, for most current models 16k tokens will probably drown your Reader model in information due to [Lost-in-the-middle phenomenon](https://huggingface.co/papers/2307.03172). 🎯 Give your reader model only the most relevant insights, not a huge pile of books!\n\n::: callout-note\nIn this notebook, we use Langchain library since __it offers a huge variety of options for vector databases and allows us to keep document metadata throughout the processing__.\n:::\n\n### 1.1 Split the documents into chunks\n\n- In this part, __we split the documents from our knowledge base into smaller chunks__ which will be the snippets on which the reader LLM will base its answer.\n- The goal is to prepare a collection of **semantically relevant snippets**. So their size should be adapted to precise ideas: too small will truncate ideas, too large will dilute them.\n\n::: callout-tip\n💡 Many options exist for text splitting: splitting on words, on sentence boundaries, recursive chunking that processes documents in a tree-like way to preserve structure information... To learn more about chunking, I recommend you read [this great notebook](https://github.com/FullStackRetrieval-com/RetrievalTutorials/blob/main/5_Levels_Of_Text_Splitting.ipynb) by Greg Kamradt.\n:::\n\n\n- **Recursive chunking** breaks down the text into smaller parts step by step using a given list of separators sorted from the most important to the least important separator. If the first split doesn't give the right size or shape chunks, the method repeats itself on the new chunks using a different separator. For instance with the list of separators `[\"\\n\\n\", \"\\n\", \".\", \"\"]`:\n    - The method will first break down the document wherever there is a double line break `\"\\n\\n\"`.\n    - Resulting documents will be split again on simple line breaks `\"\\n\"`, then on sentence ends `\".\"`.\n    - And finally, if some chunks are still too big, they will be split whenever they overflow the maximum size.\n\n- With this method, the global structure is well preserved, at the expense of getting slight variations in chunk size.\n\n> [This space](https://huggingface.co/spaces/A-Roucher/chunk_visualizer) lets you visualize how different splitting options affect the chunks you get.\n\n🔬 Let's experiment a bit with chunk sizes, beginning with an arbitrary size, and see how splits work. We use Langchain's implementation of recursive chunking with `RecursiveCharacterTextSplitter`.\n- Parameter `chunk_size` controls the length of individual chunks: this length is counted by default as the number of characters in the chunk.\n- Parameter `chunk_overlap` lets adjacent chunks get a bit of overlap on each other. This reduces the probability that an idea could be cut in half by the split between two adjacent chunks. We ~arbitrarily set this to 1/10th of the chunk size, you could try different values!\n\n```{python}\nfrom langchain.text_splitter import RecursiveCharacterTextSplitter\n\n# We use a hierarchical list of separators specifically tailored for splitting Markdown documents\n# This list is taken from LangChain's MarkdownTextSplitter class.\nMARKDOWN_SEPARATORS = [\n    \"\\n#{1,6} \",\n    \"```\\n\",\n    \"\\n\\\\*\\\\*\\\\*+\\n\",\n    \"\\n---+\\n\",\n    \"\\n___+\\n\",\n    \"\\n\\n\",\n    \"\\n\",\n    \" \",\n    \"\",\n]\n\ntext_splitter = RecursiveCharacterTextSplitter(\n    chunk_size=1000,            # <1>\n    chunk_overlap=100,          # <2>\n    add_start_index=True,       # <3>\n    strip_whitespace=True,      # <4>\n    separators=MARKDOWN_SEPARATORS,\n)\n\ndocs_processed = []\nfor doc in RAW_KNOWLEDGE_BASE:\n    docs_processed += text_splitter.split_documents([doc])\n```\n1. The maximum number of characters in a chunk: we selected this value arbitrally\n2. The number of characters to overlap between chunks\n3. If `True`, includes chunk's start index in metadata\n4. If `True`, strips whitespace from the start and end of every document\n\n\nWe also have to keep in mind that when embedding documents, we will use an embedding model that has accepts a certain maximum sequence length `max_seq_length`.\n\nSo we should make sure that our chunk sizes are below this limit, because any longer chunk will be truncated before processing, thus losing relevancy.\n\n```{python}\n#| colab: {referenced_widgets: [ae043feeb0914c879e2a9008b413d952]}\nfrom sentence_transformers import SentenceTransformer\n\n# To get the value of the max sequence_length, we will query the underlying `SentenceTransformer` object used in the RecursiveCharacterTextSplitter.\nprint(\n    f\"Model's maximum sequence length: {SentenceTransformer('thenlper/gte-small').max_seq_length}\"\n)\n\nfrom transformers import AutoTokenizer\n\ntokenizer = AutoTokenizer.from_pretrained(\"thenlper/gte-small\")\nlengths = [len(tokenizer.encode(doc.page_content)) for doc in tqdm(docs_processed)]\n\n# Plot the distrubution of document lengths, counted as the number of tokens\nfig = pd.Series(lengths).hist()\nplt.title(\"Distribution of document lengths in the knowledge base (in count of tokens)\")\nplt.show()\n```\n\n👀 As you can see, __the chunk lengths are not aligned with our limit of 512 tokens__, and some documents are above the limit, thus some part of them will be lost in truncation!\n - So we should change the `RecursiveCharacterTextSplitter` class to count length in number of tokens instead of number of characters.\n - Then we can choose a specific chunk size, here we would choose a lower threshold than 512:\n    - smaller documents could allow the split to focus more on specific ideas.\n    - But too small chunks would split sentences in half, thus losing meaning again: the proper tuning is a matter of balance.\n\n```{python}\n#| colab: {referenced_widgets: [f900cf4ab3a94f45bfa7298f433566ed]}\nfrom langchain.text_splitter import RecursiveCharacterTextSplitter\nfrom transformers import AutoTokenizer\n\nEMBEDDING_MODEL_NAME = \"thenlper/gte-small\"\n\n\ndef split_documents(\n    chunk_size: int,\n    knowledge_base: List[LangchainDocument],\n    tokenizer_name: Optional[str] = EMBEDDING_MODEL_NAME,\n) -> List[LangchainDocument]:\n    \"\"\"\n    Split documents into chunks of maximum size `chunk_size` tokens and return a list of documents.\n    \"\"\"\n    text_splitter = RecursiveCharacterTextSplitter.from_huggingface_tokenizer(\n        AutoTokenizer.from_pretrained(tokenizer_name),\n        chunk_size=chunk_size,\n        chunk_overlap=int(chunk_size / 10),\n        add_start_index=True,\n        strip_whitespace=True,\n        separators=MARKDOWN_SEPARATORS,\n    )\n\n    docs_processed = []\n    for doc in knowledge_base:\n        docs_processed += text_splitter.split_documents([doc])\n\n    # Remove duplicates\n    unique_texts = {}\n    docs_processed_unique = []\n    for doc in docs_processed:\n        if doc.page_content not in unique_texts:\n            unique_texts[doc.page_content] = True\n            docs_processed_unique.append(doc)\n\n    return docs_processed_unique\n\n\ndocs_processed = split_documents(\n    512,  # We choose a chunk size adapted to our model\n    RAW_KNOWLEDGE_BASE,\n    tokenizer_name=EMBEDDING_MODEL_NAME,\n)\n\n# Let's visualize the chunk sizes we would have in tokens from a common model\nfrom transformers import AutoTokenizer\n\ntokenizer = AutoTokenizer.from_pretrained(EMBEDDING_MODEL_NAME)\nlengths = [len(tokenizer.encode(doc.page_content)) for doc in tqdm(docs_processed)]\nfig = pd.Series(lengths).hist()\nplt.title(\"Distribution of document lengths in the knowledge base (in count of tokens)\")\nplt.show()\n```\n\n➡️ Now the chunk length distribution looks better!\n\n### 1.2 Building the vector database\n\nWe want to compute the embeddings for all the chunks of our knowledge base: to learn more on sentence embeddings, we recommend reading [this guide](https://osanseviero.github.io/hackerllama/blog/posts/sentence_embeddings/).\n\n#### How does retrieval work ?\n\nOnce the chunks are all embedded, we store them into a vector database. When the user types in a query, it gets embedded by the same model previously used, and a similarity search returns the closest documents from the vector database.\n\nThe technical challenge is thus, given a query vector, to quickly find the nearest neighbours of this vector in the vector database. To do this, we need to choose two things: a distance, and a search algorithm to find the nearest neighbors quickly within a database of thousands of records.\n\n##### Nearest Neighbor search algorithm\n\nThere are plentiful choices for the nearest neighbor search algorithm: we go with Facebook's [FAISS](https://github.com/facebookresearch/faiss), since FAISS is performant enough for most use cases, and it is well known thus widely implemented.\n\n##### Distances\n\nRegarding distances, you can find a good guide [here](https://osanseviero.github.io/hackerllama/blog/posts/sentence_embeddings/#distance-between-embeddings). In short:\n\n- **Cosine similarity** computes similarity between two vectors as the cosinus of their relative angle: it allows us to compare vector directions are regardless of their magnitude. Using it requires to normalize all vectors, to rescale them into unit norm.\n- **Dot product** takes into account magnitude, with the sometimes undesirable effect that increasing a vector's length will make it more similar to all others.\n- **Euclidean distance** is the distance between the ends of vectors.\n\nYou can try [this small exercise](https://developers.google.com/machine-learning/clustering/similarity/check-your-understanding) to check your understanding of these concepts. But once vectors are normalized, [the choice of a specific distance does not matter much](https://platform.openai.com/docs/guides/embeddings/which-distance-function-should-i-use).\n\nOur particular model works well with cosine similarity, so choose this distance, and we set it up both in the Embedding model, and in the `distance_strategy` argument of our FAISS index. With cosine similarity, we have to normalize our embeddings.\n\n::: {.callout-warning}\n🚨👇 The cell below takes a few minutes to run on A10G!\n:::\n\n```{python}\nfrom langchain.vectorstores import FAISS\nfrom langchain_community.embeddings import HuggingFaceEmbeddings\nfrom langchain_community.vectorstores.utils import DistanceStrategy\n\nembedding_model = HuggingFaceEmbeddings(\n    model_name=EMBEDDING_MODEL_NAME,\n    multi_process=True,\n    model_kwargs={\"device\": \"cuda\"},\n    encode_kwargs={\"normalize_embeddings\": True},  # set True for cosine similarity\n)\n\nKNOWLEDGE_VECTOR_DATABASE = FAISS.from_documents(\n    docs_processed, embedding_model, distance_strategy=DistanceStrategy.COSINE\n)\n```\n\n👀 To visualize the search for the closest documents, let's project our embeddings from 384 dimensions down to 2 dimensions using PaCMAP.\n\n::: {.callout-note}\n💡 We chose PaCMAP rather than other techniques such as t-SNE or UMAP, since [it is efficient (preserves local and global structure), robust to initialization parameters and fast](https://www.nature.com/articles/s42003-022-03628-x#Abs1).\n:::\n\n\n```{python}\n# embed a user query in the same space\nuser_query = \"How to create a pipeline object?\"\nquery_vector = embedding_model.embed_query(user_query)\n```\n\n```{python}\nimport pacmap\nimport numpy as np\nimport plotly.express as px\n\nembedding_projector = pacmap.PaCMAP(\n    n_components=2, n_neighbors=None, MN_ratio=0.5, FP_ratio=2.0, random_state=1\n)\n\nembeddings_2d = [\n    list(KNOWLEDGE_VECTOR_DATABASE.index.reconstruct_n(idx, 1)[0])\n    for idx in range(len(docs_processed))\n] + [query_vector]\n\n# fit the data (The index of transformed data corresponds to the index of the original data)\ndocuments_projected = embedding_projector.fit_transform(np.array(embeddings_2d), init=\"pca\")\n```\n\n```{python}\ndf = pd.DataFrame.from_dict(\n    [\n        {\n            \"x\": documents_projected[i, 0],\n            \"y\": documents_projected[i, 1],\n            \"source\": docs_processed[i].metadata[\"source\"].split(\"/\")[1],\n            \"extract\": docs_processed[i].page_content[:100] + \"...\",\n            \"symbol\": \"circle\",\n            \"size_col\": 4,\n        }\n        for i in range(len(docs_processed))\n    ]\n    + [\n        {\n            \"x\": documents_projected[-1, 0],\n            \"y\": documents_projected[-1, 1],\n            \"source\": \"User query\",\n            \"extract\": user_query,\n            \"size_col\": 100,\n            \"symbol\": \"star\",\n        }\n    ]\n)\n\n# visualize the embedding\nfig = px.scatter(\n    df,\n    x=\"x\",\n    y=\"y\",\n    color=\"source\",\n    hover_data=\"extract\",\n    size=\"size_col\",\n    symbol=\"symbol\",\n    color_discrete_map={\"User query\": \"black\"},\n    width=1000,\n    height=700,\n)\nfig.update_traces(\n    marker=dict(opacity=1, line=dict(width=0, color=\"DarkSlateGrey\")), selector=dict(mode=\"markers\")\n)\nfig.update_layout(\n    legend_title_text=\"<b>Chunk source</b>\",\n    title=\"<b>2D Projection of Chunk Embeddings via PaCMAP</b>\",\n)\nfig.show()\n```\n\n<img src=\"https://huggingface.co/datasets/huggingface/cookbook-images/resolve/main/PaCMAP_embeddings.png\" height=\"700\">\n\n\n➡️ On the graph above, you can see a spatial representation of the kowledge base documents. As the vector embeddings represent the document's meaning, their closeness in meaning should be reflected in their embedding's closeness.\n\nThe user query's embedding is also shown : we want to find the `k` document that have the closest meaning, thus we pick the `k` closest vectors.\n\nIn the LangChain vector database implementation, this search operation is performed by the method `vector_database.similarity_search(query)`.\n\nHere is the result:\n\n```{python}\nprint(f\"\\nStarting retrieval for {user_query=}...\")\nretrieved_docs = KNOWLEDGE_VECTOR_DATABASE.similarity_search(query=user_query, k=5)\nprint(\"\\n==================================Top document==================================\")\nprint(retrieved_docs[0].page_content)\nprint(\"==================================Metadata==================================\")\nprint(retrieved_docs[0].metadata)\n```\n\n# 2. Reader - LLM 💬\n\nIn this part, the __LLM Reader reads the retrieved context to formulate its answer.__\n\nThere are actually substeps that can all be tuned:\n1. The content of the retrieved documents is aggregated together into the \"context\", with many processing options like _prompt compression_.\n2. The context and the user query are aggregated into a prompt then given to the LLM to generate its answer.\n\n### 2.1. Reader model\n\nThe choice of a reader model is important on a few aspects:\n- the reader model's `max_seq_length` must accomodate our prompt, which includes the context output by the retriever call: the context consists in 5 documents of 512 tokens each, so we aim for a context length of 4k tokens at least.\n- the reader model\n\nFor this example, we chose [`HuggingFaceH4/zephyr-7b-beta`](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta), a small but powerful model.\n\n::: callout-note\nWith many models being released every week, you may want to substitute this model to the latest and greatest. The best way to keep track of open source LLMs is to check the [Open-source LLM leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard).\n:::\n\nTo make inference faster, we will load the quantized version of the model:\n\n```{python}\n#| colab: {referenced_widgets: [db31fd28d3604e78aead26af87b0384f]}\nfrom transformers import pipeline\nimport torch\nfrom transformers import AutoTokenizer, AutoModelForCausalLM, BitsAndBytesConfig\n\nREADER_MODEL_NAME = \"HuggingFaceH4/zephyr-7b-beta\"\n\nbnb_config = BitsAndBytesConfig(\n    load_in_4bit=True,\n    bnb_4bit_use_double_quant=True,\n    bnb_4bit_quant_type=\"nf4\",\n    bnb_4bit_compute_dtype=torch.bfloat16,\n)\nmodel = AutoModelForCausalLM.from_pretrained(READER_MODEL_NAME, quantization_config=bnb_config)\ntokenizer = AutoTokenizer.from_pretrained(READER_MODEL_NAME)\n\nREADER_LLM = pipeline(\n    model=model,\n    tokenizer=tokenizer,\n    task=\"text-generation\",\n    do_sample=True,\n    temperature=0.2,\n    repetition_penalty=1.1,\n    return_full_text=False,\n    max_new_tokens=500,\n)\n```\n\n```{python}\nREADER_LLM(\"What is 4+4? Answer:\")\n```\n\n### 2.2. Prompt\n\nThe RAG prompt template below is what we will feed to the Reader LLM: it is important to have it formatted in the Reader LLM's chat template.\n\nWe give it our context and the user's question.\n\n```{python}\nprompt_in_chat_format = [\n    {\n        \"role\": \"system\",\n        \"content\": \"\"\"Using the information contained in the context,\ngive a comprehensive answer to the question.\nRespond only to the question asked, response should be concise and relevant to the question.\nProvide the number of the source document when relevant.\nIf the answer cannot be deduced from the context, do not give an answer.\"\"\",\n    },\n    {\n        \"role\": \"user\",\n        \"content\": \"\"\"Context:\n{context}\n---\nNow here is the question you need to answer.\n\nQuestion: {question}\"\"\",\n    },\n]\nRAG_PROMPT_TEMPLATE = tokenizer.apply_chat_template(\n    prompt_in_chat_format, tokenize=False, add_generation_prompt=True\n)\nprint(RAG_PROMPT_TEMPLATE)\n```\n\nLet's test our Reader on our previously retrieved documents!\n\n```{python}\nretrieved_docs_text = [\n    doc.page_content for doc in retrieved_docs\n]  # we only need the text of the documents\ncontext = \"\\nExtracted documents:\\n\"\ncontext += \"\".join([f\"Document {str(i)}:::\\n\" + doc for i, doc in enumerate(retrieved_docs_text)])\n\nfinal_prompt = RAG_PROMPT_TEMPLATE.format(\n    question=\"How to create a pipeline object?\", context=context\n)\n\n# Redact an answer\nanswer = READER_LLM(final_prompt)[0][\"generated_text\"]\nprint(answer)\n```\n\n### 2.3. Reranking\n\nA good option for RAG is to retrieve more documents than you want in the end, then rerank the results with a more powerful retrieval model before keeping only the `top_k`.\n\nFor this, [Colbertv2](https://arxiv.org/abs/2112.01488) is a great choice: instead of a bi-encoder like our classical embedding models, it is a cross-encoder that computes more fine-grained interactions between the query tokens and each document's tokens.\n\nIt is easily usable thanks to [the RAGatouille library](https://github.com/bclavie/RAGatouille).\n\n```{python}\nfrom ragatouille import RAGPretrainedModel\n\nRERANKER = RAGPretrainedModel.from_pretrained(\"colbert-ir/colbertv2.0\")\n```\n\n# 3. Assembling it all!\n\n```{python}\nfrom transformers import Pipeline\n\n\ndef answer_with_rag(\n    question: str,\n    llm: Pipeline,\n    knowledge_index: FAISS,\n    reranker: Optional[RAGPretrainedModel] = None,\n    num_retrieved_docs: int = 30,\n    num_docs_final: int = 5,\n) -> Tuple[str, List[LangchainDocument]]:\n    # Gather documents with retriever\n    print(\"=> Retrieving documents...\")\n    relevant_docs = knowledge_index.similarity_search(query=question, k=num_retrieved_docs)\n    relevant_docs = [doc.page_content for doc in relevant_docs]  # keep only the text\n\n    # Optionally rerank results\n    if reranker:\n        print(\"=> Reranking documents...\")\n        relevant_docs = reranker.rerank(question, relevant_docs, k=num_docs_final)\n        relevant_docs = [doc[\"content\"] for doc in relevant_docs]\n\n    relevant_docs = relevant_docs[:num_docs_final]\n\n    # Build the final prompt\n    context = \"\\nExtracted documents:\\n\"\n    context += \"\".join([f\"Document {str(i)}:::\\n\" + doc for i, doc in enumerate(relevant_docs)])\n\n    final_prompt = RAG_PROMPT_TEMPLATE.format(question=question, context=context)\n\n    # Redact an answer\n    print(\"=> Generating answer...\")\n    answer = llm(final_prompt)[0][\"generated_text\"]\n\n    return answer, relevant_docs\n```\n\nLet's see how our RAG pipeline answers a user query.\n\n```{python}\nquestion = \"how to create a pipeline object?\"\n\nanswer, relevant_docs = answer_with_rag(\n    question, READER_LLM, KNOWLEDGE_VECTOR_DATABASE, reranker=RERANKER\n)\n```\n\n```{python}\nprint(\"==================================Answer==================================\")\nprint(f\"{answer}\")\nprint(\"==================================Source docs==================================\")\nfor i, doc in enumerate(relevant_docs):\n    print(f\"Document {i}------------------------------------------------------------\")\n    print(doc)\n```\n\n✅ We now have a fully functional, performant RAG sytem. That's it for today! Congratulations for making it to the end 🥳\n\n\n# To go further 🗺️\n\nThis is not the end of the journey! You can try many steps to improve your RAG system. We recommend doing so in an iterative way: bring small changes to the system and see what improves performance.\n\n### Setting up an evaluation pipeline\n\n- 💬 \"You cannot improve the model performance that you do not measure\", said Gandhi... or at least Llama2 told me he said it. Anyway, you should absolutely start by measuring performance: this means building a small evaluation dataset, then monitor the performance of your RAG system on this evaluation dataset.\n\n### Improving the retriever\n\n🛠️ __You can use these options to tune the results:__\n\n- Tune the chunking method:\n    - Size of the chunks\n    - Method: split on different separators, use [semantic chunking](https://python.langchain.com/docs/modules/data_connection/document_transformers/semantic-chunker)...\n- Change the embedding model\n\n👷‍♀️ __More could be considered:__\n- Try another chunking method, like semantic chunking\n- Change the index used (here, FAISS)\n- Query expansion: reformulate the user query in slightly different ways to retrieve more documents.\n\n### Improving the reader\n\n🛠️ __Here you can try the following options to improve results:__\n- Tune the prompt\n- Switch reranking on/off\n- Choose a more powerful reader model\n\n💡 __Many options could be considered here to further improve the results:__\n- Compress the retrieved context to keep only the most relevant parts to answer the query.\n- Extend the RAG system to make it more user-friendly:\n    - cite source\n    - make 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+{"title":"Inference Endpoints","markdown":{"yaml":{"title":"Inference Endpoints"},"headingText":"How to use Inference Endpoints to Embed Documents","containsRefs":false,"markdown":"\n\n\n_Authored by: [Derek Thomas](https://huggingface.co/derek-thomas)_\n\n## Goal\nI have a dataset I want to embed for semantic search (or QA, or RAG), I want the easiest way to do embed this and put it in a new dataset.\n\n## Approach\nI'm using a dataset from my favorite subreddit [r/bestofredditorupdates](https://www.reddit.com/r/bestofredditorupdates/). Because it has long entries, I will use the new [jinaai/jina-embeddings-v2-base-en](https://huggingface.co/jinaai/jina-embeddings-v2-base-en) since it has an 8k context length. I will deploy this using [Inference Endpoint](https://huggingface.co/inference-endpoints) to save time and money. To follow this tutorial, you will need to **have already added a payment method**. If you haven't, you can add one here in [billing](https://huggingface.co/docs/hub/billing#billing). To make it even easier, I'll make this fully API based.\n\nTo make this MUCH faster I will use the [Text Embeddings Inference](https://github.com/huggingface/text-embeddings-inference) image. This has many benefits like:\n- No model graph compilation step\n- Small docker images and fast boot times. Get ready for true serverless!\n- Token based dynamic batching\n- Optimized transformers code for inference using Flash Attention, Candle and cuBLASLt\n- Safetensors weight loading\n- Production ready (distributed tracing with Open Telemetry, Prometheus metrics)\n\n![img](https://media.githubusercontent.com/media/huggingface/text-embeddings-inference/main/assets/bs1-tp.png)\n\n## Requirements\n\n## Imports\n\n## Config\n`DATASET_IN` is where your text data is\n`DATASET_OUT` is where your embeddings will be stored\n\nNote I used 5 for the `MAX_WORKERS` since `jina-embeddings-v2` are quite memory hungry. \n\nHugging Face offers a number of GPUs that you can choose from a number of GPUs that you can choose in Inference Endpoints. Here they are in table form:\n\n| GPU                 | instanceType   | instanceSize | vRAM  |\n|---------------------|----------------|--------------|-------|\n| 1x Nvidia Tesla T4 | g4dn.xlarge | small | 16GB |\n| 4x Nvidia Tesla T4 | g4dn.12xlarge | large | 64GB |\n| 1x Nvidia A10G | g5.2xlarge | medium | 24GB |\n| 4x Nvidia A10G | g5.12xlarge | xxlarge | 96GB |\n| 1x Nvidia A100* | p4de | xlarge | 80GB |\n| 2x Nvidia A100* | p4de | 2xlarge | 160GB |\n\n\\*Note that for A100s you might get a note to email us to get access.\n\nSome users might have payment registered in an organization. This allows you to connect to an organization (that you are a member of) with a payment method.\n\nLeave it blank is you want to use your username.\n\n## Get Dataset\n\n# Inference Endpoints\n## Create Inference Endpoint\nWe are going to use the [API](https://huggingface.co/docs/inference-endpoints/api_reference) to create an [Inference Endpoint](https://huggingface.co/inference-endpoints). This should provide a few main benefits:\n- It's convenient (No clicking)\n- It's repeatable (We have the code to run it easily)\n- It's cheaper (No time spent waiting for it to load, and automatically shut it down)\n\n\n\nThere are a few design choices here:\n- As discussed before we are using `jinaai/jina-embeddings-v2-base-en` as our model. \n    - For reproducibility we are pinning it to a specific revision.\n- If you are interested in more models, check out the supported list [here](https://huggingface.co/docs/text-embeddings-inference/supported_models). \n    - Note that most embedding models are based on the BERT architecture.\n- `MAX_BATCH_TOKENS` is chosen based on our number of workers and the context window of our embedding model.\n- `type=\"protected\"` utilized the security from Inference Endpoints detailed here.\n- I'm using **1x Nvidia A10** since `jina-embeddings-v2` is memory hungry (remember the 8k context length). \n- You should consider further tuning `MAX_BATCH_TOKENS` and `MAX_CONCURRENT_REQUESTS` if you have high workloads\n\n\n## Wait until it's running\n\nWhen we use `endpoint.client.post` we get a bytes string back. This is a little tedious because we need to convert this to an `np.array`, but it's just a couple quick lines in python.\n\nYou may have inputs that exceed the context. In such scenarios, it's up to you to handle them. In my case, I'd like to truncate rather than have an error. Let's test that it works.\n\n# Get Embeddings\n\nHere I send a document, update it with the embedding, and return it. This happens in parallel with `MAX_WORKERS`.\n\n## Pause Inference Endpoint\nNow that we have finished, let's pause the endpoint so we don't incur any extra charges, this will also allow us to analyze the cost.\n\n# Push updated dataset to Hub\nWe now have our documents updated with the embeddings we wanted. First we need to convert it back to a `Dataset` format. I find it easiest to go from list of dicts -> `pd.DataFrame` -> `Dataset`\n\nI'm uploading it to the user's account by default (as opposed to uploading to an organization) but feel free to push to wherever you want by setting the user in the `repo_id` or in the config by setting `DATASET_OUT`\n\n# Analyze Usage\n1. Go to your `dashboard_url` printed below\n1. Click on the Usage & Cost tab\n1. See how much you have spent\n\nWe can see that it only took `$0.04` to pay for this!\n\n\n\n# Delete Endpoint\nNow that we are done, we don't need our endpoint anymore. We can delete our endpoint programmatically. \n\n![Cost](https://huggingface.co/datasets/huggingface/cookbook-images/resolve/main/automatic_embedding_tei_inference_endpoints.png)\n","srcMarkdownNoYaml":"\n\n# How to use Inference Endpoints to Embed Documents\n\n_Authored by: [Derek Thomas](https://huggingface.co/derek-thomas)_\n\n## Goal\nI have a dataset I want to embed for semantic search (or QA, or RAG), I want the easiest way to do embed this and put it in a new dataset.\n\n## Approach\nI'm using a dataset from my favorite subreddit [r/bestofredditorupdates](https://www.reddit.com/r/bestofredditorupdates/). Because it has long entries, I will use the new [jinaai/jina-embeddings-v2-base-en](https://huggingface.co/jinaai/jina-embeddings-v2-base-en) since it has an 8k context length. I will deploy this using [Inference Endpoint](https://huggingface.co/inference-endpoints) to save time and money. To follow this tutorial, you will need to **have already added a payment method**. If you haven't, you can add one here in [billing](https://huggingface.co/docs/hub/billing#billing). To make it even easier, I'll make this fully API based.\n\nTo make this MUCH faster I will use the [Text Embeddings Inference](https://github.com/huggingface/text-embeddings-inference) image. This has many benefits like:\n- No model graph compilation step\n- Small docker images and fast boot times. Get ready for true serverless!\n- Token based dynamic batching\n- Optimized transformers code for inference using Flash Attention, Candle and cuBLASLt\n- Safetensors weight loading\n- Production ready (distributed tracing with Open Telemetry, Prometheus metrics)\n\n![img](https://media.githubusercontent.com/media/huggingface/text-embeddings-inference/main/assets/bs1-tp.png)\n\n## Requirements\n\n## Imports\n\n## Config\n`DATASET_IN` is where your text data is\n`DATASET_OUT` is where your embeddings will be stored\n\nNote I used 5 for the `MAX_WORKERS` since `jina-embeddings-v2` are quite memory hungry. \n\nHugging Face offers a number of GPUs that you can choose from a number of GPUs that you can choose in Inference Endpoints. Here they are in table form:\n\n| GPU                 | instanceType   | instanceSize | vRAM  |\n|---------------------|----------------|--------------|-------|\n| 1x Nvidia Tesla T4 | g4dn.xlarge | small | 16GB |\n| 4x Nvidia Tesla T4 | g4dn.12xlarge | large | 64GB |\n| 1x Nvidia A10G | g5.2xlarge | medium | 24GB |\n| 4x Nvidia A10G | g5.12xlarge | xxlarge | 96GB |\n| 1x Nvidia A100* | p4de | xlarge | 80GB |\n| 2x Nvidia A100* | p4de | 2xlarge | 160GB |\n\n\\*Note that for A100s you might get a note to email us to get access.\n\nSome users might have payment registered in an organization. This allows you to connect to an organization (that you are a member of) with a payment method.\n\nLeave it blank is you want to use your username.\n\n## Get Dataset\n\n# Inference Endpoints\n## Create Inference Endpoint\nWe are going to use the [API](https://huggingface.co/docs/inference-endpoints/api_reference) to create an [Inference Endpoint](https://huggingface.co/inference-endpoints). This should provide a few main benefits:\n- It's convenient (No clicking)\n- It's repeatable (We have the code to run it easily)\n- It's cheaper (No time spent waiting for it to load, and automatically shut it down)\n\n\n\nThere are a few design choices here:\n- As discussed before we are using `jinaai/jina-embeddings-v2-base-en` as our model. \n    - For reproducibility we are pinning it to a specific revision.\n- If you are interested in more models, check out the supported list [here](https://huggingface.co/docs/text-embeddings-inference/supported_models). \n    - Note that most embedding models are based on the BERT architecture.\n- `MAX_BATCH_TOKENS` is chosen based on our number of workers and the context window of our embedding model.\n- `type=\"protected\"` utilized the security from Inference Endpoints detailed here.\n- I'm using **1x Nvidia A10** since `jina-embeddings-v2` is memory hungry (remember the 8k context length). \n- You should consider further tuning `MAX_BATCH_TOKENS` and `MAX_CONCURRENT_REQUESTS` if you have high workloads\n\n\n## Wait until it's running\n\nWhen we use `endpoint.client.post` we get a bytes string back. This is a little tedious because we need to convert this to an `np.array`, but it's just a couple quick lines in python.\n\nYou may have inputs that exceed the context. In such scenarios, it's up to you to handle them. In my case, I'd like to truncate rather than have an error. Let's test that it works.\n\n# Get Embeddings\n\nHere I send a document, update it with the embedding, and return it. This happens in parallel with `MAX_WORKERS`.\n\n## Pause Inference Endpoint\nNow that we have finished, let's pause the endpoint so we don't incur any extra charges, this will also allow us to analyze the cost.\n\n# Push updated dataset to Hub\nWe now have our documents updated with the embeddings we wanted. First we need to convert it back to a `Dataset` format. I find it easiest to go from list of dicts -> `pd.DataFrame` -> `Dataset`\n\nI'm uploading it to the user's account by default (as opposed to uploading to an organization) but feel free to push to wherever you want by setting the user in the `repo_id` or in the config by setting `DATASET_OUT`\n\n# Analyze Usage\n1. Go to your `dashboard_url` printed below\n1. Click on the Usage & Cost tab\n1. See how much you have spent\n\nWe can see that it only took `$0.04` to pay for this!\n\n\n\n# Delete Endpoint\nNow that we are done, we don't need our endpoint anymore. We can delete our endpoint programmatically. \n\n![Cost](https://huggingface.co/datasets/huggingface/cookbook-images/resolve/main/automatic_embedding_tei_inference_endpoints.png)\n"},"formats":{"html":{"identifier":{"display-name":"HTML","target-format":"html","base-format":"html"},"execute":{"fig-width":7,"fig-height":5,"fig-format":"retina","fig-dpi":96,"df-print":"default","error":false,"eval":true,"cache":null,"freeze":false,"echo":true,"output":true,"warning":true,"include":true,"keep-md":false,"keep-ipynb":false,"ipynb":null,"enabled":false,"daemon":null,"daemon-restart":false,"debug":false,"ipynb-filters":[],"ipynb-shell-interactivity":null,"plotly-connected":true,"engine":"jupyter"},"render":{"keep-tex":false,"keep-typ":false,"keep-source":false,"keep-hidden":false,"prefer-html":false,"output-divs":true,"output-ext":"html","fig-align":"default","fig-pos":null,"fig-env":null,"code-fold":"none","code-overflow":"scroll","code-link":false,"code-line-numbers":false,"code-tools":false,"tbl-colwidths":"auto","merge-includes":true,"inline-includes":false,"preserve-yaml":false,"latex-auto-mk":true,"latex-auto-install":true,"latex-clean":true,"latex-min-runs":1,"latex-max-runs":10,"latex-makeindex":"makeindex","latex-makeindex-opts":[],"latex-tlmgr-opts":[],"latex-input-paths":[],"latex-output-dir":null,"link-external-icon":false,"link-external-newwindow":false,"self-contained-math":false,"format-resources":[],"notebook-links":true},"pandoc":{"standalone":true,"wrap":"none","default-image-extension":"png","to":"html","css":["../styles.css"],"toc":true,"output-file":"automatic_embedding.html"},"language":{"toc-title-document":"Table 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top","search-no-results-text":"No results","search-matching-documents-text":"matching documents","search-copy-link-title":"Copy link to search","search-hide-matches-text":"Hide additional matches","search-more-match-text":"more match in this document","search-more-matches-text":"more matches in this document","search-clear-button-title":"Clear","search-text-placeholder":"","search-detached-cancel-button-title":"Cancel","search-submit-button-title":"Submit","search-label":"Search","toggle-section":"Toggle section","toggle-sidebar":"Toggle sidebar navigation","toggle-dark-mode":"Toggle dark mode","toggle-reader-mode":"Toggle reader mode","toggle-navigation":"Toggle navigation","crossref-fig-title":"Figure","crossref-tbl-title":"Table","crossref-lst-title":"Listing","crossref-thm-title":"Theorem","crossref-lem-title":"Lemma","crossref-cor-title":"Corollary","crossref-prp-title":"Proposition","crossref-cnj-title":"Conjecture","crossref-def-title":"Definition","crossref-exm-title":"Example","crossref-exr-title":"Exercise","crossref-ch-prefix":"Chapter","crossref-apx-prefix":"Appendix","crossref-sec-prefix":"Section","crossref-eq-prefix":"Equation","crossref-lof-title":"List of Figures","crossref-lot-title":"List of Tables","crossref-lol-title":"List of Listings","environment-proof-title":"Proof","environment-remark-title":"Remark","environment-solution-title":"Solution","listing-page-order-by":"Order By","listing-page-order-by-default":"Default","listing-page-order-by-date-asc":"Oldest","listing-page-order-by-date-desc":"Newest","listing-page-order-by-number-desc":"High to Low","listing-page-order-by-number-asc":"Low to 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+{"title":"Similarity Search","markdown":{"yaml":{"title":"Similarity Search"},"headingText":"Embedding multimodal data for similarity search using 🤗 transformers, 🤗 datasets and FAISS","containsRefs":false,"markdown":"\n\n\n_Authored by: [Merve Noyan](https://huggingface.co/merve)_\n\nEmbeddings are semantically meaningful compressions of information. They can be used to do similarity search, zero-shot classification or simply train a new model. Use cases for similarity search include searching for similar products in e-commerce, content search in social media and more.\nThis notebook walks you through using 🤗transformers, 🤗datasets and FAISS to create and index embeddings from a feature extraction model to later use them for similarity search.\nLet's install necessary libraries.\n\nFor this tutorial, we will use [CLIP model](https://huggingface.co/openai/clip-vit-base-patch16) to extract the features. CLIP is a revolutionary model that introduced joint training of a text encoder and an image encoder to connect two modalities.\n\nLoad the dataset. To keep this notebook light, we will use a small captioning dataset, [jmhessel/newyorker_caption_contest](https://huggingface.co/datasets/jmhessel/newyorker_caption_contest).\n\nSee an example.\n\nWe don't have to write any function to embed examples or create an index. 🤗 datasets library's FAISS integration abstracts these processes. We can simply use `map` method of the dataset to create a new column with the embeddings for each example like below. Let's create one for text features on the prompt column.\n\nWe can do the same and get the image embeddings.\n\n## Querying the data with text prompts\n\nWe can now query the dataset with text or image to get similar items from it.\n\n## Querying the data with image prompts\n\nImage similarity inference is similar, where you just call `get_image_features`.\n\nSearch for the similar image.\n\nDisplay the most similar image to the beaver image.\n\n## Saving, pushing and loading the embeddings\nWe can save the dataset with embeddings with `save_faiss_index`.\n\n\nIt's a good practice to store the embeddings in a dataset repository, so we will create one and push our embeddings there to pull later.\nWe will login to Hugging Face Hub, create a dataset repository there and push our indexes there and load using `snapshot_download`.\n\n  We can load the embeddings to the dataset with no embeddings using `load_faiss_index`.\n","srcMarkdownNoYaml":"\n\n# Embedding multimodal data for similarity search using 🤗 transformers, 🤗 datasets and FAISS\n\n_Authored by: [Merve Noyan](https://huggingface.co/merve)_\n\nEmbeddings are semantically meaningful compressions of information. They can be used to do similarity search, zero-shot classification or simply train a new model. Use cases for similarity search include searching for similar products in e-commerce, content search in social media and more.\nThis notebook walks you through using 🤗transformers, 🤗datasets and FAISS to create and index embeddings from a feature extraction model to later use them for similarity search.\nLet's install necessary libraries.\n\nFor this tutorial, we will use [CLIP model](https://huggingface.co/openai/clip-vit-base-patch16) to extract the features. CLIP is a revolutionary model that introduced joint training of a text encoder and an image encoder to connect two modalities.\n\nLoad the dataset. To keep this notebook light, we will use a small captioning dataset, [jmhessel/newyorker_caption_contest](https://huggingface.co/datasets/jmhessel/newyorker_caption_contest).\n\nSee an example.\n\nWe don't have to write any function to embed examples or create an index. 🤗 datasets library's FAISS integration abstracts these processes. We can simply use `map` method of the dataset to create a new column with the embeddings for each example like below. Let's create one for text features on the prompt column.\n\nWe can do the same and get the image embeddings.\n\n## Querying the data with text prompts\n\nWe can now query the dataset with text or image to get similar items from it.\n\n## Querying the data with image prompts\n\nImage similarity inference is similar, where you just call `get_image_features`.\n\nSearch for the similar image.\n\nDisplay the most similar image to the beaver image.\n\n## Saving, pushing and loading the embeddings\nWe can save the dataset with embeddings with `save_faiss_index`.\n\n\nIt's a good practice to store the embeddings in a dataset repository, so we will create one and push our embeddings there to pull later.\nWe will login to Hugging Face Hub, create a dataset repository there and push our indexes there and load using `snapshot_download`.\n\n  We can load the embeddings to the dataset with no embeddings using `load_faiss_index`.\n"},"formats":{"html":{"identifier":{"display-name":"HTML","target-format":"html","base-format":"html"},"execute":{"fig-width":7,"fig-height":5,"fig-format":"retina","fig-dpi":96,"df-print":"default","error":false,"eval":true,"cache":null,"freeze":false,"echo":true,"output":true,"warning":true,"include":true,"keep-md":false,"keep-ipynb":false,"ipynb":null,"enabled":false,"daemon":null,"daemon-restart":false,"debug":false,"ipynb-filters":[],"ipynb-shell-interactivity":null,"plotly-connected":true,"engine":"jupyter"},"render":{"keep-tex":false,"keep-typ":false,"keep-source":false,"keep-hidden":false,"prefer-html":false,"output-divs":true,"output-ext":"html","fig-align":"default","fig-pos":null,"fig-env":null,"code-fold":"none","code-overflow":"scroll","code-link":false,"code-line-numbers":false,"code-tools":false,"tbl-colwidths":"auto","merge-includes":true,"inline-includes":false,"preserve-yaml":false,"latex-auto-mk":true,"latex-auto-install":true,"latex-clean":true,"latex-min-runs":1,"latex-max-runs":10,"latex-makeindex":"makeindex","latex-makeindex-opts":[],"latex-tlmgr-opts":[],"latex-input-paths":[],"latex-output-dir":null,"link-external-icon":false,"link-external-newwindow":false,"self-contained-math":false,"format-resources":[],"notebook-links":true},"pandoc":{"standalone":true,"wrap":"none","default-image-extension":"png","to":"html","css":["../styles.css"],"toc":true,"output-file":"faiss.html"},"language":{"toc-title-document":"Table of contents","toc-title-website":"On this page","related-formats-title":"Other Formats","related-notebooks-title":"Notebooks","source-notebooks-prefix":"Source","other-links-title":"Other Links","code-links-title":"Code Links","launch-dev-container-title":"Launch Dev Container","launch-binder-title":"Launch Binder","article-notebook-label":"Article Notebook","notebook-preview-download":"Download Notebook","notebook-preview-download-src":"Download Source","notebook-preview-back":"Back to Article","manuscript-meca-bundle":"MECA Bundle","section-title-abstract":"Abstract","section-title-appendices":"Appendices","section-title-footnotes":"Footnotes","section-title-references":"References","section-title-reuse":"Reuse","section-title-copyright":"Copyright","section-title-citation":"Citation","appendix-attribution-cite-as":"For attribution, please cite this work as:","appendix-attribution-bibtex":"BibTeX citation:","appendix-view-license":"View License","title-block-author-single":"Author","title-block-author-plural":"Authors","title-block-affiliation-single":"Affiliation","title-block-affiliation-plural":"Affiliations","title-block-published":"Published","title-block-modified":"Modified","title-block-keywords":"Keywords","callout-tip-title":"Tip","callout-note-title":"Note","callout-warning-title":"Warning","callout-important-title":"Important","callout-caution-title":"Caution","code-summary":"Code","code-tools-menu-caption":"Code","code-tools-show-all-code":"Show All Code","code-tools-hide-all-code":"Hide All Code","code-tools-view-source":"View Source","code-tools-source-code":"Source Code","tools-share":"Share","tools-download":"Download","code-line":"Line","code-lines":"Lines","copy-button-tooltip":"Copy to Clipboard","copy-button-tooltip-success":"Copied!","repo-action-links-edit":"Edit this page","repo-action-links-source":"View source","repo-action-links-issue":"Report an issue","back-to-top":"Back to top","search-no-results-text":"No results","search-matching-documents-text":"matching documents","search-copy-link-title":"Copy link to search","search-hide-matches-text":"Hide additional matches","search-more-match-text":"more match in this document","search-more-matches-text":"more matches in this document","search-clear-button-title":"Clear","search-text-placeholder":"","search-detached-cancel-button-title":"Cancel","search-submit-button-title":"Submit","search-label":"Search","toggle-section":"Toggle section","toggle-sidebar":"Toggle sidebar navigation","toggle-dark-mode":"Toggle dark mode","toggle-reader-mode":"Toggle reader mode","toggle-navigation":"Toggle navigation","crossref-fig-title":"Figure","crossref-tbl-title":"Table","crossref-lst-title":"Listing","crossref-thm-title":"Theorem","crossref-lem-title":"Lemma","crossref-cor-title":"Corollary","crossref-prp-title":"Proposition","crossref-cnj-title":"Conjecture","crossref-def-title":"Definition","crossref-exm-title":"Example","crossref-exr-title":"Exercise","crossref-ch-prefix":"Chapter","crossref-apx-prefix":"Appendix","crossref-sec-prefix":"Section","crossref-eq-prefix":"Equation","crossref-lof-title":"List of Figures","crossref-lot-title":"List of Tables","crossref-lol-title":"List of Listings","environment-proof-title":"Proof","environment-remark-title":"Remark","environment-solution-title":"Solution","listing-page-order-by":"Order By","listing-page-order-by-default":"Default","listing-page-order-by-date-asc":"Oldest","listing-page-order-by-date-desc":"Newest","listing-page-order-by-number-desc":"High to Low","listing-page-order-by-number-asc":"Low to High","listing-page-field-date":"Date","listing-page-field-title":"Title","listing-page-field-description":"Description","listing-page-field-author":"Author","listing-page-field-filename":"File Name","listing-page-field-filemodified":"Modified","listing-page-field-subtitle":"Subtitle","listing-page-field-readingtime":"Reading Time","listing-page-field-wordcount":"Word Count","listing-page-field-categories":"Categories","listing-page-minutes-compact":"{0} min","listing-page-category-all":"All","listing-page-no-matches":"No matching items","listing-page-words":"{0} words","listing-page-filter":"Filter","draft":"Draft"},"metadata":{"lang":"en","fig-responsive":true,"quarto-version":"1.6.40","theme":"cosmo","title":"Similarity Search"},"extensions":{"book":{"multiFile":true}}}},"projectFormats":["html"]}
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diff --git a/src/.quarto/idx/notebooks/rag_evaluation.qmd.json b/src/.quarto/idx/notebooks/rag_evaluation.qmd.json
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+{"title":"RAG Evaluation","markdown":{"yaml":{"title":"RAG Evaluation","jupyter":"python3","eval":false},"headingText":"Load your knowledge base","containsRefs":false,"markdown":"\n\n```{python}\n!pip install -q torch transformers transformers langchain sentence-transformers faiss-gpu openpyxl openai\n```\n\n```{python}\n%reload_ext autoreload\n%autoreload 2\n%reload_ext dotenv\n%dotenv\n```\n\n```{python}\nfrom tqdm.notebook import tqdm\nimport pandas as pd\nfrom typing import Optional, List, Tuple\nfrom langchain_core.language_models import BaseChatModel\nimport json\nimport datasets\n\npd.set_option(\"display.max_colwidth\", None)\n```\n\n\n```{python}\nds = datasets.load_dataset(\"m-ric/huggingface_doc\", split=\"train\")\n```\n\n# 1. Build a synthetic dataset for evaluation\nWe first build a synthetic dataset of questions and associated contexts. The method is to get elements from our knowledge base, and ask an LLM to generate questions based on these documents.\n\nThen we setup other LLM agents to act as quality filters for the generated QA couples: each of them will act as the filter for a specific flaw.\n\n### 1.1. Prepare source documents\n\n```{python}\nfrom langchain.text_splitter import RecursiveCharacterTextSplitter\nfrom langchain.docstore.document import Document as LangchainDocument\n\nlangchain_docs = [\n    LangchainDocument(page_content=doc[\"text\"], metadata={\"source\": doc[\"source\"]})\n    for doc in tqdm(ds)\n]\n\n\ntext_splitter = RecursiveCharacterTextSplitter(\n    chunk_size=2000,\n    chunk_overlap=200,\n    add_start_index=True,\n    separators=[\"\\n\\n\", \"\\n\", \".\", \" \", \"\"],\n)\n\ndocs_processed = []\nfor doc in langchain_docs:\n    docs_processed += text_splitter.split_documents([doc])\n```\n\n### 1.2. Setup agents for question generation\n\nWe use [Mixtral](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1) for QA couple generation because it it has excellent performance in leaderboards such as [Chatbot Arena](https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboard).\n\n```{python}\nfrom langchain_community.llms import HuggingFaceHub\n\nrepo_id = \"mistralai/Mixtral-8x7B-Instruct-v0.1\"\n\nllm = HuggingFaceHub(\n    repo_id=repo_id,\n    task=\"text-generation\",\n    model_kwargs={\n        \"max_new_tokens\": 512,\n        \"top_k\": 30,\n        \"temperature\": 0.1,\n        \"repetition_penalty\": 1.03,\n    },\n)\n```\n\n```{python}\nfrom langchain_community.chat_models import ChatHuggingFace\n\nchat_model = ChatHuggingFace(llm=llm)\n```\n\n```{python}\nfrom langchain.prompts import ChatPromptTemplate\n\nQA_generation_prompt = \"\"\"\nYour task is to write a factoid question and an answer given a context.\nYour factoid question should be answerable with a specific, concise piece of factual information from the context.\nYour factoid question should be formulated in the same style as questions users could ask in a search engine.\nThis means that your factoid question MUST NOT mention something like \"according to the passage\" or \"context\".\n\nProvide your answer as follows:\n\nOutput:::\nFactoid question: (your factoid question)\nAnswer: (your answer to the factoid question)\n\nNow here is the context.\n\nContext: {context}\\n\nOutput:::\"\"\"\n\nQA_generation_prompt = ChatPromptTemplate.from_template(QA_generation_prompt)\nQA_generation_agent = QA_generation_prompt | chat_model\n```\n\nNow let's generate our QA couples.\nFor this example, we generate only 10 QA couples and will load the rest from the Hub.\n\nBut for your specific knowledge base, given that you want to get at least ~100 test samples, and accounting for the fact that we will filter out around half of these with our critique agents later on, you should generate much more, in the >200 samples.\n\n```{python}\nimport random\n\nN_GENERATIONS = (\n    10  # We intentionally generate only 10 QA couples here for cost and time considerations\n)\n\nprint(f\"Generating {N_GENERATIONS} QA couples...\")\noutputs = []\nfor context in tqdm(random.sample(langchain_docs, N_GENERATIONS)):\n    # Generate QA couple\n    output_QA_couple = QA_generation_agent.invoke({\"context\": context.page_content}).content\n    try:\n        question = output_QA_couple.split(\"Factoid question: \")[1].split(\"Answer: \")[0]\n        answer = output_QA_couple.split(\"Answer: \")[1]\n        outputs.append(\n            {\n                \"context\": context.page_content,\n                \"question\": question,\n                \"answer\": answer,\n                \"source_doc\": context.metadata[\"source\"],\n            }\n        )\n    except:\n        continue\n```\n\n```{python}\ndisplay(pd.DataFrame(outputs).head(1))\n```\n\n### 1.3. Setup critique agents\n\nThe questions generated by the previous agent can have many flaws: we should do a quality check before validating these questions.\n\nWe thus build critique agents that will rate each question on several criteria, given in [this paper](https://huggingface.co/papers/2312.10003):\n- **Groundedness:** can the question be answered from the given context?\n- **Relevance:** is the question relevant to users? For instance, `\"What is the date when transformers 4.29.1 was released?\"` is not relevant for ML practicioners.\n\nOne last failure case we've noticed is when a function is tailored for the particular setting where the question was generated, but undecipherable by itself, like `\"What is the name of the function used in this guide?\"`.\nWe also build a critique agent for this criteria:\n- **Stand-alone**: is the question understandable free of any context, for someone with domain knowledge/Internet access? The opposite of this would be `What is the function used in this article?` for a question generated from a specific blog article.\n\nWe systematically score functions with all these agents, and whenever the score is too low for any one of the agents, we eliminate the question from our eval dataset.\n\n💡 ___When asking the agents to output a score, we first ask them to produce its rationale. This will help us verify scores, but most importantly, asking it to first output rationale gives the model more tokens to think and elaborate an answer before summarizing it into a single score token.___\n\nWe now build and run these critique agents.\n\n```{python}\nquestion_groundedness_critique_prompt = \"\"\"\nYou will be given a context and a question.\nYour task is to provide a 'total rating' scoring how well one can answer the given question unambiguously with the given context.\nGive your answer on a scale of 1 to 5, where 1 means that the question is not answerable at all given the context, and 5 means that the question is clearly and unambiguously answerable with the context.\n\nProvide your answer as follows:\n\nAnswer:::\nEvaluation: (your rationale for the rating)\nTotal rating: (your rating)\n\nNow here are the question and context.\n\nQuestion: {question}\\n\nContext: {context}\\n\nAnswer::: \"\"\"\n\nquestion_relevance_critique_prompt = \"\"\"\nYou will be given a question.\nYour task is to provide a 'total rating' representing how useful this question can be to machine learning developers building NLP applications with the Hugging Face ecosystem.\nGive your answer on a scale of 1 to 5, where 1 means that the question is not useful at all, and 5 means that the question is extremely useful.\n\nProvide your answer as follows:\n\nAnswer:::\nEvaluation: (your rationale for the rating)\nTotal rating: (your rating)\n\nNow here is the question.\n\nQuestion: {question}\\n\nAnswer::: \"\"\"\n\nquestion_standalone_critique_prompt = \"\"\"\nYou will be given a question.\nYour task is to provide a 'total rating' representing how context-independant this question is.\nGive your answer on a scale of 1 to 5, where 1 means that the question only makes sense in a specific context, and 5 means that the question makes sense by itself.\nFor instance, if the question refers to a particular setting, like 'in the context' or 'in the document', the rating must be 1.\nThe questions can contain obscure technical nouns or acronyms like Gradio, Hub, Hugging Face or Space and still be a 5: it must simply be clear to an operator with access to documentation what the question is about.\n\nProvide your answer as follows:\n\nAnswer:::\nEvaluation: (your rationale for the rating)\nTotal rating: (your rating)\n\nNow here is the question.\n\nQuestion: {question}\\n\nAnswer::: \"\"\"\n\nquestion_groundedness_critique_prompt = ChatPromptTemplate.from_template(\n    question_groundedness_critique_prompt\n)\nquestion_groundedness_critique_agent = question_groundedness_critique_prompt | chat_model\n\nquestion_relevance_critique_prompt = ChatPromptTemplate.from_template(\n    question_relevance_critique_prompt\n)\nquestion_relevance_critique_agent = question_relevance_critique_prompt | chat_model\n\nquestion_standalone_critique_prompt = ChatPromptTemplate.from_template(\n    question_standalone_critique_prompt\n)\nquestion_standalone_critique_agent = question_standalone_critique_prompt | chat_model\n```\n\n```{python}\nprint(\"Generating critique for each QA couple...\")\nfor output in tqdm(outputs):\n    # Critique the generated QA couple\n    question_groundedness_evaluation = question_groundedness_critique_agent.invoke(\n        {\"context\": output[\"context\"], \"question\": output[\"question\"]}\n    ).content\n    question_relevance_evaluation = question_relevance_critique_agent.invoke(\n        {\"question\": output[\"question\"]}\n    ).content\n    question_standalone_evaluation = question_standalone_critique_agent.invoke(\n        {\"question\": output[\"question\"]}\n    ).content\n\n    try:\n        groundedness_score = int(question_groundedness_evaluation.split(\"Total rating: \")[1][0])\n        groundedness_eval = question_groundedness_evaluation.split(\"Total rating: \")[0].split(\n            \"Evaluation: \"\n        )[1]\n        relevance_score = int(question_relevance_evaluation.split(\"Total rating: \")[1][0])\n        relevance_eval = question_relevance_evaluation.split(\"Total rating: \")[0].split(\n            \"Evaluation: \"\n        )[1]\n        standalone_score = int(question_standalone_evaluation.split(\"Total rating: \")[1][0])\n        standalone_eval = question_standalone_evaluation.split(\"Total rating: \")[0].split(\n            \"Evaluation: \"\n        )[1]\n        output.update(\n            {\n                \"groundedness_score\": groundedness_score,\n                \"groundedness_eval\": groundedness_eval,\n                \"relevance_score\": relevance_score,\n                \"relevance_eval\": relevance_eval,\n                \"standalone_score\": standalone_score,\n                \"standalone_eval\": standalone_eval,\n            }\n        )\n    except:\n        continue\n```\n\nNow let us filter out bad questions based on our critique agent scores:\n\n```{python}\nimport pandas as pd\n\npd.set_option(\"display.max_colwidth\", None)\n\ngenerated_questions = pd.DataFrame.from_dict(outputs)\n\nprint(\"Evaluation dataset before filtering:\")\ndisplay(\n    generated_questions[\n        [\"question\", \"answer\", \"groundedness_score\", \"relevance_score\", \"standalone_score\"]\n    ]\n)\ngenerated_questions = generated_questions.loc[\n    (generated_questions[\"groundedness_score\"] >= 4)\n    & (generated_questions[\"relevance_score\"] >= 4)\n    & (generated_questions[\"standalone_score\"] >= 4)\n]\nprint(\"============================================\")\nprint(\"Final evaluation dataset:\")\ndisplay(\n    generated_questions[\n        [\"question\", \"answer\", \"groundedness_score\", \"relevance_score\", \"standalone_score\"]\n    ]\n)\n\neval_dataset = datasets.Dataset.from_pandas(\n    generated_questions, split=\"train\", preserve_index=False\n)\n```\n\nNow our synthetic evaluation dataset is complete! We can evaluate different RAG systems on this evaluation dataset.\n\nWe have generated only a few QA couples here to reduce time and cost. But let's kick start the next part by loading a pre-generated dataset:\n\n```{python}\neval_dataset = datasets.load_dataset(\"m-ric/huggingface_doc_qa_eval\", split=\"train\")\n```\n\n# 2. Build our RAG System\n\n### 2.1. Preprocessing documents to build our vector database\n\n- In this part, __we split the documents from our knowledge base into smaller chunks__: these will be the snippets that are picked by the Retriever, to then be ingested by the Reader LLM as supporting elements for its answer.\n- The goal is to build semantically relevant snippets: not too small to be sufficient for supporting an answer, and not too large too avoid diluting individual ideas.\n\nMany options exist for text splitting:\n- split every `n` words / characters, but this has the risk of cutting in half paragraphs or even sentences\n- split after `n` words / character, but only on sentence boundaries\n- **recursive split** tries to preserve even more of the document structure, by processing it tree-like way, splitting first on the largest units (chapters) then recursively splitting on smaller units (paragraphs, sentences).\n\nTo learn more about chunking, I recommend you read [this great notebook](https://github.com/FullStackRetrieval-com/RetrievalTutorials/blob/main/5_Levels_Of_Text_Splitting.ipynb) by Greg Kamradt.\n\n[This space](https://huggingface.co/spaces/m-ric/chunk_visualizer) lets you visualize how different splitting options affect the chunks you get.\n\n> In the following, we use Langchain's `RecursiveCharacterTextSplitter`.\n\n💡 _To measure chunk length in our Text Splitter, our length function will not be the count of characters, but the count of tokens in the tokenized text: indeed, for subsequent embedder that processes token, measuring length in tokens is more relevant and empirically performs better._\n\n```{python}\nfrom langchain.docstore.document import Document as LangchainDocument\n\nRAW_KNOWLEDGE_BASE = [\n    LangchainDocument(page_content=doc[\"text\"], metadata={\"source\": doc[\"source\"]})\n    for doc in tqdm(ds)\n]\n```\n\n```{python}\nfrom langchain.text_splitter import RecursiveCharacterTextSplitter\nfrom transformers import AutoTokenizer\n\n\ndef split_documents(\n    chunk_size: int,\n    knowledge_base: List[LangchainDocument],\n    tokenizer_name: str,\n) -> List[LangchainDocument]:\n    \"\"\"\n    Split documents into chunks of size `chunk_size` characters and return a list of documents.\n    \"\"\"\n    text_splitter = RecursiveCharacterTextSplitter.from_huggingface_tokenizer(\n        AutoTokenizer.from_pretrained(tokenizer_name),\n        chunk_size=chunk_size,\n        chunk_overlap=int(chunk_size / 10),\n        add_start_index=True,\n        strip_whitespace=True,\n        separators=[\"\\n\\n\", \"\\n\", \".\", \" \", \"\"],\n    )\n\n    docs_processed = []\n    for doc in knowledge_base:\n        docs_processed += text_splitter.split_documents([doc])\n\n    # Remove duplicates\n    unique_texts = {}\n    docs_processed_unique = []\n    for doc in docs_processed:\n        if doc.page_content not in unique_texts:\n            unique_texts[doc.page_content] = True\n            docs_processed_unique.append(doc)\n\n    return docs_processed_unique\n```\n\n### 2.2. Retriever - embeddings 🗂️\nThe __retriever acts like an internal search engine__: given the user query, it returns the most relevant documents from your knowledge base.\n\n> For the knowledge base, we use Langchain vector databases since __it offers a convenient [FAISS](https://github.com/facebookresearch/faiss) index and allows us to keep document metadata throughout the processing__.\n\n🛠️ __Options included:__\n\n- Tune the chunking method:\n    - Size of the chunks\n    - Method: split on different separators, use [semantic chunking](https://python.langchain.com/docs/modules/data_connection/document_transformers/semantic-chunker)...\n- Change the embedding model\n\n```{python}\nfrom langchain.vectorstores import FAISS\nfrom langchain_community.embeddings import HuggingFaceEmbeddings\nfrom langchain_community.vectorstores.utils import DistanceStrategy\nimport os\n\n\ndef load_embeddings(\n    langchain_docs: List[LangchainDocument],\n    chunk_size: int,\n    embedding_model_name: Optional[str] = \"thenlper/gte-small\",\n) -> FAISS:\n    \"\"\"\n    Creates a FAISS index from the given embedding model and documents. Loads the index directly if it already exists.\n\n    Args:\n        langchain_docs: list of documents\n        chunk_size: size of the chunks to split the documents into\n        embedding_model_name: name of the embedding model to use\n\n    Returns:\n        FAISS index\n    \"\"\"\n    # load embedding_model\n    embedding_model = HuggingFaceEmbeddings(\n        model_name=embedding_model_name,\n        multi_process=True,\n        model_kwargs={\"device\": \"cuda\"},\n        encode_kwargs={\"normalize_embeddings\": True},  # set True to compute cosine similarity\n    )\n\n    # Check if embeddings already exist on disk\n    index_name = f\"index_chunk:{chunk_size}_embeddings:{embedding_model_name.replace('/', '~')}\"\n    index_folder_path = f\"./data/indexes/{index_name}/\"\n    if os.path.isdir(index_folder_path):\n        return FAISS.load_local(\n            index_folder_path,\n            embedding_model,\n            distance_strategy=DistanceStrategy.COSINE,\n        )\n\n    else:\n        print(\"Index not found, generating it...\")\n        docs_processed = split_documents(\n            chunk_size,\n            langchain_docs,\n            embedding_model_name,\n        )\n        knowledge_index = FAISS.from_documents(\n            docs_processed, embedding_model, distance_strategy=DistanceStrategy.COSINE\n        )\n        knowledge_index.save_local(index_folder_path)\n        return knowledge_index\n```\n\n### 2.3. Reader - LLM 💬\n\nIn this part, the __LLM Reader reads the retrieved documents to formulate its answer.__\n\n🛠️ Here we tried the following options to improve results:\n- Switch reranking on/off\n- Change the reader model\n\n```{python}\nRAG_PROMPT_TEMPLATE = \"\"\"\n<|system|>\nUsing the information contained in the context,\ngive a comprehensive answer to the question.\nRespond only to the question asked, response should be concise and relevant to the question.\nProvide the number of the source document when relevant.\nIf the answer cannot be deduced from the context, do not give an answer.</s>\n<|user|>\nContext:\n{context}\n---\nNow here is the question you need to answer.\n\nQuestion: {question}\n</s>\n<|assistant|>\n\"\"\"\n```\n\n```{python}\nfrom langchain_community.llms import HuggingFaceHub\n\nrepo_id = \"HuggingFaceH4/zephyr-7b-beta\"\nREADER_MODEL_NAME = \"zephyr-7b-beta\"\n\nREADER_LLM = HuggingFaceHub(\n    repo_id=repo_id,\n    task=\"text-generation\",\n    model_kwargs={\n        \"max_new_tokens\": 512,\n        \"top_k\": 30,\n        \"temperature\": 0.1,\n        \"repetition_penalty\": 1.03,\n    },\n)\n```\n\n```{python}\nfrom ragatouille import RAGPretrainedModel\nfrom langchain_core.vectorstores import VectorStore\nfrom langchain_core.language_models.llms import LLM\n\n\ndef answer_with_rag(\n    question: str,\n    llm: LLM,\n    knowledge_index: VectorStore,\n    reranker: Optional[RAGPretrainedModel] = None,\n    num_retrieved_docs: int = 30,\n    num_docs_final: int = 7,\n) -> Tuple[str, List[LangchainDocument]]:\n    \"\"\"Answer a question using RAG with the given knowledge index.\"\"\"\n    # Gather documents with retriever\n    relevant_docs = knowledge_index.similarity_search(query=question, k=num_retrieved_docs)\n    relevant_docs = [doc.page_content for doc in relevant_docs]  # keep only the text\n\n    # Optionally rerank results\n    if reranker:\n        relevant_docs = reranker.rerank(question, relevant_docs, k=num_docs_final)\n        relevant_docs = [doc[\"content\"] for doc in relevant_docs]\n\n    relevant_docs = relevant_docs[:num_docs_final]\n\n    # Build the final prompt\n    context = \"\\nExtracted documents:\\n\"\n    context += \"\".join([f\"Document {str(i)}:::\\n\" + doc for i, doc in enumerate(relevant_docs)])\n\n    final_prompt = RAG_PROMPT_TEMPLATE.format(question=question, context=context)\n\n    # Redact an answer\n    answer = llm(final_prompt)\n\n    return answer, relevant_docs\n```\n\n# 3. Benchmarking the RAG system\n\nThe RAG system and the evaluation datasets are now ready. The last step is to judge the RAG system's output on this evlauation dataset.\n\nTo this end, __we setup a judge agent__. ⚖️🤖\n\nOut of [the different RAG evaluation metrics](https://docs.ragas.io/en/latest/concepts/metrics/index.html), we choose to focus only on faithfulness since it the best end-to-end metric of our system's performance.\n\n> We use GPT4 as a judge for its empirically good performance, but you could try with other models such as [kaist-ai/prometheus-13b-v1.0](https://huggingface.co/kaist-ai/prometheus-13b-v1.0) or [BAAI/JudgeLM-33B-v1.0](https://huggingface.co/BAAI/JudgeLM-33B-v1.0).\n\n💡 _In the evaluation prompt, we give a detailed description each metric on the scale 1-5, as is done in [Prometheus's prompt template](https://huggingface.co/kaist-ai/prometheus-13b-v1.0): this helps the model ground its metric precisely. If instead you give the judge LLM a vague scale to work with, the outputs will not be consistent enough between different examples._\n\n💡 _Again, prompting the LLM to output rationale before giving its final score gives it more tokens to help it formalize and elaborate a judgement._\n\n```{python}\ndef run_rag_tests(\n    eval_dataset: datasets.Dataset,\n    llm: BaseChatModel,\n    knowledge_index: VectorStore,\n    output_file: str,\n    reranker: Optional[RAGPretrainedModel] = None,\n    verbose: Optional[bool] = True,\n    test_settings: Optional[str] = None,  # To document the test settings used\n):\n    \"\"\"Runs RAG tests on the given dataset and saves the results to the given output file.\"\"\"\n    try:  # load previous generations if they exist\n        with open(output_file, \"r\") as f:\n            outputs = json.load(f)\n    except:\n        outputs = []\n\n    for example in tqdm(eval_dataset):\n        question = example[\"question\"]\n        if question in [output[\"question\"] for output in outputs]:\n            continue\n\n        answer, relevant_docs = answer_with_rag(question, llm, knowledge_index, reranker=reranker)\n        if verbose:\n            print(\"=======================================================\")\n            print(f\"Question: {question}\")\n            print(f\"Answer: {answer}\")\n            print(f'True answer: {example[\"answer\"]}')\n        result = {\n            \"question\": question,\n            \"true_answer\": example[\"answer\"],\n            \"source_doc\": example[\"source_doc\"],\n            \"generated_answer\": answer,\n            \"retrieved_docs\": [doc for doc in relevant_docs],\n        }\n        if test_settings:\n            result[\"test_settings\"] = test_settings\n        outputs.append(result)\n\n        with open(output_file, \"w\") as f:\n            json.dump(outputs, f)\n```\n\n```{python}\nEVALUATION_PROMPT = \"\"\"###Task Description:\nAn instruction (might include an Input inside it), a response to evaluate, a reference answer that gets a score of 5, and a score rubric representing a evaluation criteria are given.\n1. Write a detailed feedback that assess the quality of the response strictly based on the given score rubric, not evaluating in general.\n2. After writing a feedback, write a score that is an integer between 1 and 5. You should refer to the score rubric.\n3. The output format should look as follows: \\\"Feedback: {{write a feedback for criteria}} [RESULT] {{an integer number between 1 and 5}}\\\"\n4. Please do not generate any other opening, closing, and explanations. Be sure to include [RESULT] in your output.\n\n###The instruction to evaluate:\n{instruction}\n\n###Response to evaluate:\n{response}\n\n###Reference Answer (Score 5):\n{reference_answer}\n\n###Score Rubrics:\n[Is the response correct, accurate, and factual based on the reference answer?]\nScore 1: The response is completely incorrect, inaccurate, and/or not factual.\nScore 2: The response is mostly incorrect, inaccurate, and/or not factual.\nScore 3: The response is somewhat correct, accurate, and/or factual.\nScore 4: The response is mostly correct, accurate, and factual.\nScore 5: The response is completely correct, accurate, and factual.\n\n###Feedback:\"\"\"\n\nfrom langchain.prompts.chat import (\n    ChatPromptTemplate,\n    HumanMessagePromptTemplate,\n)\nfrom langchain.schema import SystemMessage\n\n\nevaluation_prompt_template = ChatPromptTemplate.from_messages(\n    [\n        SystemMessage(content=\"You are a fair evaluator language model.\"),\n        HumanMessagePromptTemplate.from_template(EVALUATION_PROMPT),\n    ]\n)\n```\n\n```{python}\nfrom langchain.chat_models import ChatOpenAI\n\neval_chat_model = ChatOpenAI(model=\"gpt-4-1106-preview\", temperature=0)\nevaluator_name = \"GPT4\"\n\n\ndef evaluate_answers(\n    answer_path: str,\n    eval_chat_model: BaseChatModel,\n    evaluator_name: str,\n    evaluation_prompt_template: ChatPromptTemplate,\n) -> None:\n    \"\"\"Evaluates generated answers. Modifies the given answer file in place for better checkpointing.\"\"\"\n    answers = []\n    if os.path.isfile(answer_path):  # load previous generations if they exist\n        answers = json.load(open(answer_path, \"r\"))\n\n    for experiment in tqdm(answers):\n        if f\"eval_score_{evaluator_name}\" in experiment:\n            continue\n\n        eval_prompt = evaluation_prompt_template.format_messages(\n            instruction=experiment[\"question\"],\n            response=experiment[\"generated_answer\"],\n            reference_answer=experiment[\"true_answer\"],\n        )\n        eval_result = eval_chat_model.invoke(eval_prompt)\n        feedback, score = [item.strip() for item in eval_result.content.split(\"[RESULT]\")]\n        experiment[f\"eval_score_{evaluator_name}\"] = score\n        experiment[f\"eval_feedback_{evaluator_name}\"] = feedback\n\n        with open(answer_path, \"w\") as f:\n            json.dump(answers, f)\n```\n\n🚀 Let's run the tests and evaluate answers!👇\n\n```{python}\nif not os.path.exists(\"./output\"):\n    os.mkdir(\"./output\")\n\nfor chunk_size in [200]:  # Add other chunk sizes (in tokens) as needed\n    for embeddings in [\"thenlper/gte-small\"]:  # Add other embeddings as needed\n        for rerank in [True, False]:\n            settings_name = f\"chunk:{chunk_size}_embeddings:{embeddings.replace('/', '~')}_rerank:{rerank}_reader-model:{READER_MODEL_NAME}\"\n            output_file_name = f\"./output/rag_{settings_name}.json\"\n\n            print(f\"Running evaluation for {settings_name}:\")\n\n            print(\"Loading knowledge base embeddings...\")\n            knowledge_index = load_embeddings(\n                RAW_KNOWLEDGE_BASE,\n                chunk_size=chunk_size,\n                embedding_model_name=embeddings,\n            )\n\n            print(\"Running RAG...\")\n            reranker = (\n                RAGPretrainedModel.from_pretrained(\"colbert-ir/colbertv2.0\") if rerank else None\n            )\n            run_rag_tests(\n                eval_dataset=eval_dataset,\n                llm=READER_LLM,\n                knowledge_index=knowledge_index,\n                output_file=output_file_name,\n                reranker=reranker,\n                verbose=False,\n                test_settings=settings_name,\n            )\n\n            print(\"Running evaluation...\")\n            evaluate_answers(\n                output_file_name,\n                eval_chat_model,\n                evaluator_name,\n                evaluation_prompt_template,\n            )\n```\n\n### Inspect results\n\n```{python}\nimport glob\n\noutputs = []\nfor file in glob.glob(\"./output/*.json\"):\n    output = pd.DataFrame(json.load(open(file, \"r\")))\n    output[\"settings\"] = file\n    outputs.append(output)\nresult = pd.concat(outputs)\n```\n\n```{python}\nresult[\"eval_score_GPT4\"] = result[\"eval_score_GPT4\"].apply(\n    lambda x: int(x) if isinstance(x, str) else 1\n)\nresult[\"eval_score_GPT4\"] = (result[\"eval_score_GPT4\"] - 1) / 4\n```\n\n```{python}\naverage_scores = result.groupby(\"settings\")[\"eval_score_GPT4\"].mean()\naverage_scores.sort_values()\n```\n\n## Example results\n\nLet us load the results that I obtained by tweaking the different options available in this notebook.\nFor more detail on why these options could work on not, see the notebook on [advanced_RAG](advanced_rag).\n\nAs you can see in the graph below, some tweaks do not bring any improvement, some give huge performance boosts.\n\n➡️ ___There is no single good recipe: you should try several different directions when tuning your RAG systems.___\n\n```{python}\nimport plotly.express as px\n\nscores = datasets.load_dataset(\"m-ric/rag_scores_cookbook\", split=\"train\")\nscores = pd.Series(scores[\"score\"], index=scores[\"settings\"])\n```\n\n```{python}\nfig = px.bar(\n    scores,\n    color=scores,\n    labels={\n        \"value\": \"Accuracy\",\n        \"settings\": \"Configuration\",\n    },\n    color_continuous_scale=\"bluered\",\n)\nfig.update_layout(w\n    width=1000,\n    height=600,\n    barmode=\"group\",\n    yaxis_range=[0, 100],\n    title=\"<b>Accuracy of different RAG configurations</b>\",\n    xaxis_title=\"RAG settings\",\n    font=dict(size=15),\n)\nfig.layout.yaxis.ticksuffix = \"%\"\nfig.update_coloraxes(showscale=False)\nfig.update_traces(texttemplate=\"%{y:.1f}\", textposition=\"outside\")\nfig.show()\n```\n\n<img src=\"https://huggingface.co/datasets/huggingface/cookbook-images/resolve/main/RAG_settings_accuracy.png\" height=\"500\" width=\"800\">\n\nAs you can see, these had varying impact on performance. In particular, tuning the chunk size is both easy and very impactful.\n\nBut this is our case: your results could be very different: now that you have a robust evaluation pipeline, you can set on to explore other options! 🗺️\n\n","srcMarkdownNoYaml":"\n\n```{python}\n!pip install -q torch transformers transformers langchain sentence-transformers faiss-gpu openpyxl openai\n```\n\n```{python}\n%reload_ext autoreload\n%autoreload 2\n%reload_ext dotenv\n%dotenv\n```\n\n```{python}\nfrom tqdm.notebook import tqdm\nimport pandas as pd\nfrom typing import Optional, List, Tuple\nfrom langchain_core.language_models import BaseChatModel\nimport json\nimport datasets\n\npd.set_option(\"display.max_colwidth\", None)\n```\n\n### Load your knowledge base\n\n```{python}\nds = datasets.load_dataset(\"m-ric/huggingface_doc\", split=\"train\")\n```\n\n# 1. Build a synthetic dataset for evaluation\nWe first build a synthetic dataset of questions and associated contexts. The method is to get elements from our knowledge base, and ask an LLM to generate questions based on these documents.\n\nThen we setup other LLM agents to act as quality filters for the generated QA couples: each of them will act as the filter for a specific flaw.\n\n### 1.1. Prepare source documents\n\n```{python}\nfrom langchain.text_splitter import RecursiveCharacterTextSplitter\nfrom langchain.docstore.document import Document as LangchainDocument\n\nlangchain_docs = [\n    LangchainDocument(page_content=doc[\"text\"], metadata={\"source\": doc[\"source\"]})\n    for doc in tqdm(ds)\n]\n\n\ntext_splitter = RecursiveCharacterTextSplitter(\n    chunk_size=2000,\n    chunk_overlap=200,\n    add_start_index=True,\n    separators=[\"\\n\\n\", \"\\n\", \".\", \" \", \"\"],\n)\n\ndocs_processed = []\nfor doc in langchain_docs:\n    docs_processed += text_splitter.split_documents([doc])\n```\n\n### 1.2. Setup agents for question generation\n\nWe use [Mixtral](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1) for QA couple generation because it it has excellent performance in leaderboards such as [Chatbot Arena](https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboard).\n\n```{python}\nfrom langchain_community.llms import HuggingFaceHub\n\nrepo_id = \"mistralai/Mixtral-8x7B-Instruct-v0.1\"\n\nllm = HuggingFaceHub(\n    repo_id=repo_id,\n    task=\"text-generation\",\n    model_kwargs={\n        \"max_new_tokens\": 512,\n        \"top_k\": 30,\n        \"temperature\": 0.1,\n        \"repetition_penalty\": 1.03,\n    },\n)\n```\n\n```{python}\nfrom langchain_community.chat_models import ChatHuggingFace\n\nchat_model = ChatHuggingFace(llm=llm)\n```\n\n```{python}\nfrom langchain.prompts import ChatPromptTemplate\n\nQA_generation_prompt = \"\"\"\nYour task is to write a factoid question and an answer given a context.\nYour factoid question should be answerable with a specific, concise piece of factual information from the context.\nYour factoid question should be formulated in the same style as questions users could ask in a search engine.\nThis means that your factoid question MUST NOT mention something like \"according to the passage\" or \"context\".\n\nProvide your answer as follows:\n\nOutput:::\nFactoid question: (your factoid question)\nAnswer: (your answer to the factoid question)\n\nNow here is the context.\n\nContext: {context}\\n\nOutput:::\"\"\"\n\nQA_generation_prompt = ChatPromptTemplate.from_template(QA_generation_prompt)\nQA_generation_agent = QA_generation_prompt | chat_model\n```\n\nNow let's generate our QA couples.\nFor this example, we generate only 10 QA couples and will load the rest from the Hub.\n\nBut for your specific knowledge base, given that you want to get at least ~100 test samples, and accounting for the fact that we will filter out around half of these with our critique agents later on, you should generate much more, in the >200 samples.\n\n```{python}\nimport random\n\nN_GENERATIONS = (\n    10  # We intentionally generate only 10 QA couples here for cost and time considerations\n)\n\nprint(f\"Generating {N_GENERATIONS} QA couples...\")\noutputs = []\nfor context in tqdm(random.sample(langchain_docs, N_GENERATIONS)):\n    # Generate QA couple\n    output_QA_couple = QA_generation_agent.invoke({\"context\": context.page_content}).content\n    try:\n        question = output_QA_couple.split(\"Factoid question: \")[1].split(\"Answer: \")[0]\n        answer = output_QA_couple.split(\"Answer: \")[1]\n        outputs.append(\n            {\n                \"context\": context.page_content,\n                \"question\": question,\n                \"answer\": answer,\n                \"source_doc\": context.metadata[\"source\"],\n            }\n        )\n    except:\n        continue\n```\n\n```{python}\ndisplay(pd.DataFrame(outputs).head(1))\n```\n\n### 1.3. Setup critique agents\n\nThe questions generated by the previous agent can have many flaws: we should do a quality check before validating these questions.\n\nWe thus build critique agents that will rate each question on several criteria, given in [this paper](https://huggingface.co/papers/2312.10003):\n- **Groundedness:** can the question be answered from the given context?\n- **Relevance:** is the question relevant to users? For instance, `\"What is the date when transformers 4.29.1 was released?\"` is not relevant for ML practicioners.\n\nOne last failure case we've noticed is when a function is tailored for the particular setting where the question was generated, but undecipherable by itself, like `\"What is the name of the function used in this guide?\"`.\nWe also build a critique agent for this criteria:\n- **Stand-alone**: is the question understandable free of any context, for someone with domain knowledge/Internet access? The opposite of this would be `What is the function used in this article?` for a question generated from a specific blog article.\n\nWe systematically score functions with all these agents, and whenever the score is too low for any one of the agents, we eliminate the question from our eval dataset.\n\n💡 ___When asking the agents to output a score, we first ask them to produce its rationale. This will help us verify scores, but most importantly, asking it to first output rationale gives the model more tokens to think and elaborate an answer before summarizing it into a single score token.___\n\nWe now build and run these critique agents.\n\n```{python}\nquestion_groundedness_critique_prompt = \"\"\"\nYou will be given a context and a question.\nYour task is to provide a 'total rating' scoring how well one can answer the given question unambiguously with the given context.\nGive your answer on a scale of 1 to 5, where 1 means that the question is not answerable at all given the context, and 5 means that the question is clearly and unambiguously answerable with the context.\n\nProvide your answer as follows:\n\nAnswer:::\nEvaluation: (your rationale for the rating)\nTotal rating: (your rating)\n\nNow here are the question and context.\n\nQuestion: {question}\\n\nContext: {context}\\n\nAnswer::: \"\"\"\n\nquestion_relevance_critique_prompt = \"\"\"\nYou will be given a question.\nYour task is to provide a 'total rating' representing how useful this question can be to machine learning developers building NLP applications with the Hugging Face ecosystem.\nGive your answer on a scale of 1 to 5, where 1 means that the question is not useful at all, and 5 means that the question is extremely useful.\n\nProvide your answer as follows:\n\nAnswer:::\nEvaluation: (your rationale for the rating)\nTotal rating: (your rating)\n\nNow here is the question.\n\nQuestion: {question}\\n\nAnswer::: \"\"\"\n\nquestion_standalone_critique_prompt = \"\"\"\nYou will be given a question.\nYour task is to provide a 'total rating' representing how context-independant this question is.\nGive your answer on a scale of 1 to 5, where 1 means that the question only makes sense in a specific context, and 5 means that the question makes sense by itself.\nFor instance, if the question refers to a particular setting, like 'in the context' or 'in the document', the rating must be 1.\nThe questions can contain obscure technical nouns or acronyms like Gradio, Hub, Hugging Face or Space and still be a 5: it must simply be clear to an operator with access to documentation what the question is about.\n\nProvide your answer as follows:\n\nAnswer:::\nEvaluation: (your rationale for the rating)\nTotal rating: (your rating)\n\nNow here is the question.\n\nQuestion: {question}\\n\nAnswer::: \"\"\"\n\nquestion_groundedness_critique_prompt = ChatPromptTemplate.from_template(\n    question_groundedness_critique_prompt\n)\nquestion_groundedness_critique_agent = question_groundedness_critique_prompt | chat_model\n\nquestion_relevance_critique_prompt = ChatPromptTemplate.from_template(\n    question_relevance_critique_prompt\n)\nquestion_relevance_critique_agent = question_relevance_critique_prompt | chat_model\n\nquestion_standalone_critique_prompt = ChatPromptTemplate.from_template(\n    question_standalone_critique_prompt\n)\nquestion_standalone_critique_agent = question_standalone_critique_prompt | chat_model\n```\n\n```{python}\nprint(\"Generating critique for each QA couple...\")\nfor output in tqdm(outputs):\n    # Critique the generated QA couple\n    question_groundedness_evaluation = question_groundedness_critique_agent.invoke(\n        {\"context\": output[\"context\"], \"question\": output[\"question\"]}\n    ).content\n    question_relevance_evaluation = question_relevance_critique_agent.invoke(\n        {\"question\": output[\"question\"]}\n    ).content\n    question_standalone_evaluation = question_standalone_critique_agent.invoke(\n        {\"question\": output[\"question\"]}\n    ).content\n\n    try:\n        groundedness_score = int(question_groundedness_evaluation.split(\"Total rating: \")[1][0])\n        groundedness_eval = question_groundedness_evaluation.split(\"Total rating: \")[0].split(\n            \"Evaluation: \"\n        )[1]\n        relevance_score = int(question_relevance_evaluation.split(\"Total rating: \")[1][0])\n        relevance_eval = question_relevance_evaluation.split(\"Total rating: \")[0].split(\n            \"Evaluation: \"\n        )[1]\n        standalone_score = int(question_standalone_evaluation.split(\"Total rating: \")[1][0])\n        standalone_eval = question_standalone_evaluation.split(\"Total rating: \")[0].split(\n            \"Evaluation: \"\n        )[1]\n        output.update(\n            {\n                \"groundedness_score\": groundedness_score,\n                \"groundedness_eval\": groundedness_eval,\n                \"relevance_score\": relevance_score,\n                \"relevance_eval\": relevance_eval,\n                \"standalone_score\": standalone_score,\n                \"standalone_eval\": standalone_eval,\n            }\n        )\n    except:\n        continue\n```\n\nNow let us filter out bad questions based on our critique agent scores:\n\n```{python}\nimport pandas as pd\n\npd.set_option(\"display.max_colwidth\", None)\n\ngenerated_questions = pd.DataFrame.from_dict(outputs)\n\nprint(\"Evaluation dataset before filtering:\")\ndisplay(\n    generated_questions[\n        [\"question\", \"answer\", \"groundedness_score\", \"relevance_score\", \"standalone_score\"]\n    ]\n)\ngenerated_questions = generated_questions.loc[\n    (generated_questions[\"groundedness_score\"] >= 4)\n    & (generated_questions[\"relevance_score\"] >= 4)\n    & (generated_questions[\"standalone_score\"] >= 4)\n]\nprint(\"============================================\")\nprint(\"Final evaluation dataset:\")\ndisplay(\n    generated_questions[\n        [\"question\", \"answer\", \"groundedness_score\", \"relevance_score\", \"standalone_score\"]\n    ]\n)\n\neval_dataset = datasets.Dataset.from_pandas(\n    generated_questions, split=\"train\", preserve_index=False\n)\n```\n\nNow our synthetic evaluation dataset is complete! We can evaluate different RAG systems on this evaluation dataset.\n\nWe have generated only a few QA couples here to reduce time and cost. But let's kick start the next part by loading a pre-generated dataset:\n\n```{python}\neval_dataset = datasets.load_dataset(\"m-ric/huggingface_doc_qa_eval\", split=\"train\")\n```\n\n# 2. Build our RAG System\n\n### 2.1. Preprocessing documents to build our vector database\n\n- In this part, __we split the documents from our knowledge base into smaller chunks__: these will be the snippets that are picked by the Retriever, to then be ingested by the Reader LLM as supporting elements for its answer.\n- The goal is to build semantically relevant snippets: not too small to be sufficient for supporting an answer, and not too large too avoid diluting individual ideas.\n\nMany options exist for text splitting:\n- split every `n` words / characters, but this has the risk of cutting in half paragraphs or even sentences\n- split after `n` words / character, but only on sentence boundaries\n- **recursive split** tries to preserve even more of the document structure, by processing it tree-like way, splitting first on the largest units (chapters) then recursively splitting on smaller units (paragraphs, sentences).\n\nTo learn more about chunking, I recommend you read [this great notebook](https://github.com/FullStackRetrieval-com/RetrievalTutorials/blob/main/5_Levels_Of_Text_Splitting.ipynb) by Greg Kamradt.\n\n[This space](https://huggingface.co/spaces/m-ric/chunk_visualizer) lets you visualize how different splitting options affect the chunks you get.\n\n> In the following, we use Langchain's `RecursiveCharacterTextSplitter`.\n\n💡 _To measure chunk length in our Text Splitter, our length function will not be the count of characters, but the count of tokens in the tokenized text: indeed, for subsequent embedder that processes token, measuring length in tokens is more relevant and empirically performs better._\n\n```{python}\nfrom langchain.docstore.document import Document as LangchainDocument\n\nRAW_KNOWLEDGE_BASE = [\n    LangchainDocument(page_content=doc[\"text\"], metadata={\"source\": doc[\"source\"]})\n    for doc in tqdm(ds)\n]\n```\n\n```{python}\nfrom langchain.text_splitter import RecursiveCharacterTextSplitter\nfrom transformers import AutoTokenizer\n\n\ndef split_documents(\n    chunk_size: int,\n    knowledge_base: List[LangchainDocument],\n    tokenizer_name: str,\n) -> List[LangchainDocument]:\n    \"\"\"\n    Split documents into chunks of size `chunk_size` characters and return a list of documents.\n    \"\"\"\n    text_splitter = RecursiveCharacterTextSplitter.from_huggingface_tokenizer(\n        AutoTokenizer.from_pretrained(tokenizer_name),\n        chunk_size=chunk_size,\n        chunk_overlap=int(chunk_size / 10),\n        add_start_index=True,\n        strip_whitespace=True,\n        separators=[\"\\n\\n\", \"\\n\", \".\", \" \", \"\"],\n    )\n\n    docs_processed = []\n    for doc in knowledge_base:\n        docs_processed += text_splitter.split_documents([doc])\n\n    # Remove duplicates\n    unique_texts = {}\n    docs_processed_unique = []\n    for doc in docs_processed:\n        if doc.page_content not in unique_texts:\n            unique_texts[doc.page_content] = True\n            docs_processed_unique.append(doc)\n\n    return docs_processed_unique\n```\n\n### 2.2. Retriever - embeddings 🗂️\nThe __retriever acts like an internal search engine__: given the user query, it returns the most relevant documents from your knowledge base.\n\n> For the knowledge base, we use Langchain vector databases since __it offers a convenient [FAISS](https://github.com/facebookresearch/faiss) index and allows us to keep document metadata throughout the processing__.\n\n🛠️ __Options included:__\n\n- Tune the chunking method:\n    - Size of the chunks\n    - Method: split on different separators, use [semantic chunking](https://python.langchain.com/docs/modules/data_connection/document_transformers/semantic-chunker)...\n- Change the embedding model\n\n```{python}\nfrom langchain.vectorstores import FAISS\nfrom langchain_community.embeddings import HuggingFaceEmbeddings\nfrom langchain_community.vectorstores.utils import DistanceStrategy\nimport os\n\n\ndef load_embeddings(\n    langchain_docs: List[LangchainDocument],\n    chunk_size: int,\n    embedding_model_name: Optional[str] = \"thenlper/gte-small\",\n) -> FAISS:\n    \"\"\"\n    Creates a FAISS index from the given embedding model and documents. Loads the index directly if it already exists.\n\n    Args:\n        langchain_docs: list of documents\n        chunk_size: size of the chunks to split the documents into\n        embedding_model_name: name of the embedding model to use\n\n    Returns:\n        FAISS index\n    \"\"\"\n    # load embedding_model\n    embedding_model = HuggingFaceEmbeddings(\n        model_name=embedding_model_name,\n        multi_process=True,\n        model_kwargs={\"device\": \"cuda\"},\n        encode_kwargs={\"normalize_embeddings\": True},  # set True to compute cosine similarity\n    )\n\n    # Check if embeddings already exist on disk\n    index_name = f\"index_chunk:{chunk_size}_embeddings:{embedding_model_name.replace('/', '~')}\"\n    index_folder_path = f\"./data/indexes/{index_name}/\"\n    if os.path.isdir(index_folder_path):\n        return FAISS.load_local(\n            index_folder_path,\n            embedding_model,\n            distance_strategy=DistanceStrategy.COSINE,\n        )\n\n    else:\n        print(\"Index not found, generating it...\")\n        docs_processed = split_documents(\n            chunk_size,\n            langchain_docs,\n            embedding_model_name,\n        )\n        knowledge_index = FAISS.from_documents(\n            docs_processed, embedding_model, distance_strategy=DistanceStrategy.COSINE\n        )\n        knowledge_index.save_local(index_folder_path)\n        return knowledge_index\n```\n\n### 2.3. Reader - LLM 💬\n\nIn this part, the __LLM Reader reads the retrieved documents to formulate its answer.__\n\n🛠️ Here we tried the following options to improve results:\n- Switch reranking on/off\n- Change the reader model\n\n```{python}\nRAG_PROMPT_TEMPLATE = \"\"\"\n<|system|>\nUsing the information contained in the context,\ngive a comprehensive answer to the question.\nRespond only to the question asked, response should be concise and relevant to the question.\nProvide the number of the source document when relevant.\nIf the answer cannot be deduced from the context, do not give an answer.</s>\n<|user|>\nContext:\n{context}\n---\nNow here is the question you need to answer.\n\nQuestion: {question}\n</s>\n<|assistant|>\n\"\"\"\n```\n\n```{python}\nfrom langchain_community.llms import HuggingFaceHub\n\nrepo_id = \"HuggingFaceH4/zephyr-7b-beta\"\nREADER_MODEL_NAME = \"zephyr-7b-beta\"\n\nREADER_LLM = HuggingFaceHub(\n    repo_id=repo_id,\n    task=\"text-generation\",\n    model_kwargs={\n        \"max_new_tokens\": 512,\n        \"top_k\": 30,\n        \"temperature\": 0.1,\n        \"repetition_penalty\": 1.03,\n    },\n)\n```\n\n```{python}\nfrom ragatouille import RAGPretrainedModel\nfrom langchain_core.vectorstores import VectorStore\nfrom langchain_core.language_models.llms import LLM\n\n\ndef answer_with_rag(\n    question: str,\n    llm: LLM,\n    knowledge_index: VectorStore,\n    reranker: Optional[RAGPretrainedModel] = None,\n    num_retrieved_docs: int = 30,\n    num_docs_final: int = 7,\n) -> Tuple[str, List[LangchainDocument]]:\n    \"\"\"Answer a question using RAG with the given knowledge index.\"\"\"\n    # Gather documents with retriever\n    relevant_docs = knowledge_index.similarity_search(query=question, k=num_retrieved_docs)\n    relevant_docs = [doc.page_content for doc in relevant_docs]  # keep only the text\n\n    # Optionally rerank results\n    if reranker:\n        relevant_docs = reranker.rerank(question, relevant_docs, k=num_docs_final)\n        relevant_docs = [doc[\"content\"] for doc in relevant_docs]\n\n    relevant_docs = relevant_docs[:num_docs_final]\n\n    # Build the final prompt\n    context = \"\\nExtracted documents:\\n\"\n    context += \"\".join([f\"Document {str(i)}:::\\n\" + doc for i, doc in enumerate(relevant_docs)])\n\n    final_prompt = RAG_PROMPT_TEMPLATE.format(question=question, context=context)\n\n    # Redact an answer\n    answer = llm(final_prompt)\n\n    return answer, relevant_docs\n```\n\n# 3. Benchmarking the RAG system\n\nThe RAG system and the evaluation datasets are now ready. The last step is to judge the RAG system's output on this evlauation dataset.\n\nTo this end, __we setup a judge agent__. ⚖️🤖\n\nOut of [the different RAG evaluation metrics](https://docs.ragas.io/en/latest/concepts/metrics/index.html), we choose to focus only on faithfulness since it the best end-to-end metric of our system's performance.\n\n> We use GPT4 as a judge for its empirically good performance, but you could try with other models such as [kaist-ai/prometheus-13b-v1.0](https://huggingface.co/kaist-ai/prometheus-13b-v1.0) or [BAAI/JudgeLM-33B-v1.0](https://huggingface.co/BAAI/JudgeLM-33B-v1.0).\n\n💡 _In the evaluation prompt, we give a detailed description each metric on the scale 1-5, as is done in [Prometheus's prompt template](https://huggingface.co/kaist-ai/prometheus-13b-v1.0): this helps the model ground its metric precisely. If instead you give the judge LLM a vague scale to work with, the outputs will not be consistent enough between different examples._\n\n💡 _Again, prompting the LLM to output rationale before giving its final score gives it more tokens to help it formalize and elaborate a judgement._\n\n```{python}\ndef run_rag_tests(\n    eval_dataset: datasets.Dataset,\n    llm: BaseChatModel,\n    knowledge_index: VectorStore,\n    output_file: str,\n    reranker: Optional[RAGPretrainedModel] = None,\n    verbose: Optional[bool] = True,\n    test_settings: Optional[str] = None,  # To document the test settings used\n):\n    \"\"\"Runs RAG tests on the given dataset and saves the results to the given output file.\"\"\"\n    try:  # load previous generations if they exist\n        with open(output_file, \"r\") as f:\n            outputs = json.load(f)\n    except:\n        outputs = []\n\n    for example in tqdm(eval_dataset):\n        question = example[\"question\"]\n        if question in [output[\"question\"] for output in outputs]:\n            continue\n\n        answer, relevant_docs = answer_with_rag(question, llm, knowledge_index, reranker=reranker)\n        if verbose:\n            print(\"=======================================================\")\n            print(f\"Question: {question}\")\n            print(f\"Answer: {answer}\")\n            print(f'True answer: {example[\"answer\"]}')\n        result = {\n            \"question\": question,\n            \"true_answer\": example[\"answer\"],\n            \"source_doc\": example[\"source_doc\"],\n            \"generated_answer\": answer,\n            \"retrieved_docs\": [doc for doc in relevant_docs],\n        }\n        if test_settings:\n            result[\"test_settings\"] = test_settings\n        outputs.append(result)\n\n        with open(output_file, \"w\") as f:\n            json.dump(outputs, f)\n```\n\n```{python}\nEVALUATION_PROMPT = \"\"\"###Task Description:\nAn instruction (might include an Input inside it), a response to evaluate, a reference answer that gets a score of 5, and a score rubric representing a evaluation criteria are given.\n1. Write a detailed feedback that assess the quality of the response strictly based on the given score rubric, not evaluating in general.\n2. After writing a feedback, write a score that is an integer between 1 and 5. You should refer to the score rubric.\n3. The output format should look as follows: \\\"Feedback: {{write a feedback for criteria}} [RESULT] {{an integer number between 1 and 5}}\\\"\n4. Please do not generate any other opening, closing, and explanations. Be sure to include [RESULT] in your output.\n\n###The instruction to evaluate:\n{instruction}\n\n###Response to evaluate:\n{response}\n\n###Reference Answer (Score 5):\n{reference_answer}\n\n###Score Rubrics:\n[Is the response correct, accurate, and factual based on the reference answer?]\nScore 1: The response is completely incorrect, inaccurate, and/or not factual.\nScore 2: The response is mostly incorrect, inaccurate, and/or not factual.\nScore 3: The response is somewhat correct, accurate, and/or factual.\nScore 4: The response is mostly correct, accurate, and factual.\nScore 5: The response is completely correct, accurate, and factual.\n\n###Feedback:\"\"\"\n\nfrom langchain.prompts.chat import (\n    ChatPromptTemplate,\n    HumanMessagePromptTemplate,\n)\nfrom langchain.schema import SystemMessage\n\n\nevaluation_prompt_template = ChatPromptTemplate.from_messages(\n    [\n        SystemMessage(content=\"You are a fair evaluator language model.\"),\n        HumanMessagePromptTemplate.from_template(EVALUATION_PROMPT),\n    ]\n)\n```\n\n```{python}\nfrom langchain.chat_models import ChatOpenAI\n\neval_chat_model = ChatOpenAI(model=\"gpt-4-1106-preview\", temperature=0)\nevaluator_name = \"GPT4\"\n\n\ndef evaluate_answers(\n    answer_path: str,\n    eval_chat_model: BaseChatModel,\n    evaluator_name: str,\n    evaluation_prompt_template: ChatPromptTemplate,\n) -> None:\n    \"\"\"Evaluates generated answers. Modifies the given answer file in place for better checkpointing.\"\"\"\n    answers = []\n    if os.path.isfile(answer_path):  # load previous generations if they exist\n        answers = json.load(open(answer_path, \"r\"))\n\n    for experiment in tqdm(answers):\n        if f\"eval_score_{evaluator_name}\" in experiment:\n            continue\n\n        eval_prompt = evaluation_prompt_template.format_messages(\n            instruction=experiment[\"question\"],\n            response=experiment[\"generated_answer\"],\n            reference_answer=experiment[\"true_answer\"],\n        )\n        eval_result = eval_chat_model.invoke(eval_prompt)\n        feedback, score = [item.strip() for item in eval_result.content.split(\"[RESULT]\")]\n        experiment[f\"eval_score_{evaluator_name}\"] = score\n        experiment[f\"eval_feedback_{evaluator_name}\"] = feedback\n\n        with open(answer_path, \"w\") as f:\n            json.dump(answers, f)\n```\n\n🚀 Let's run the tests and evaluate answers!👇\n\n```{python}\nif not os.path.exists(\"./output\"):\n    os.mkdir(\"./output\")\n\nfor chunk_size in [200]:  # Add other chunk sizes (in tokens) as needed\n    for embeddings in [\"thenlper/gte-small\"]:  # Add other embeddings as needed\n        for rerank in [True, False]:\n            settings_name = f\"chunk:{chunk_size}_embeddings:{embeddings.replace('/', '~')}_rerank:{rerank}_reader-model:{READER_MODEL_NAME}\"\n            output_file_name = f\"./output/rag_{settings_name}.json\"\n\n            print(f\"Running evaluation for {settings_name}:\")\n\n            print(\"Loading knowledge base embeddings...\")\n            knowledge_index = load_embeddings(\n                RAW_KNOWLEDGE_BASE,\n                chunk_size=chunk_size,\n                embedding_model_name=embeddings,\n            )\n\n            print(\"Running RAG...\")\n            reranker = (\n                RAGPretrainedModel.from_pretrained(\"colbert-ir/colbertv2.0\") if rerank else None\n            )\n            run_rag_tests(\n                eval_dataset=eval_dataset,\n                llm=READER_LLM,\n                knowledge_index=knowledge_index,\n                output_file=output_file_name,\n                reranker=reranker,\n                verbose=False,\n                test_settings=settings_name,\n            )\n\n            print(\"Running evaluation...\")\n            evaluate_answers(\n                output_file_name,\n                eval_chat_model,\n                evaluator_name,\n                evaluation_prompt_template,\n            )\n```\n\n### Inspect results\n\n```{python}\nimport glob\n\noutputs = []\nfor file in glob.glob(\"./output/*.json\"):\n    output = pd.DataFrame(json.load(open(file, \"r\")))\n    output[\"settings\"] = file\n    outputs.append(output)\nresult = pd.concat(outputs)\n```\n\n```{python}\nresult[\"eval_score_GPT4\"] = result[\"eval_score_GPT4\"].apply(\n    lambda x: int(x) if isinstance(x, str) else 1\n)\nresult[\"eval_score_GPT4\"] = (result[\"eval_score_GPT4\"] - 1) / 4\n```\n\n```{python}\naverage_scores = result.groupby(\"settings\")[\"eval_score_GPT4\"].mean()\naverage_scores.sort_values()\n```\n\n## Example results\n\nLet us load the results that I obtained by tweaking the different options available in this notebook.\nFor more detail on why these options could work on not, see the notebook on [advanced_RAG](advanced_rag).\n\nAs you can see in the graph below, some tweaks do not bring any improvement, some give huge performance boosts.\n\n➡️ ___There is no single good recipe: you should try several different directions when tuning your RAG systems.___\n\n```{python}\nimport plotly.express as px\n\nscores = datasets.load_dataset(\"m-ric/rag_scores_cookbook\", split=\"train\")\nscores = pd.Series(scores[\"score\"], index=scores[\"settings\"])\n```\n\n```{python}\nfig = px.bar(\n    scores,\n    color=scores,\n    labels={\n        \"value\": \"Accuracy\",\n        \"settings\": \"Configuration\",\n    },\n    color_continuous_scale=\"bluered\",\n)\nfig.update_layout(w\n    width=1000,\n    height=600,\n    barmode=\"group\",\n    yaxis_range=[0, 100],\n    title=\"<b>Accuracy of different RAG configurations</b>\",\n    xaxis_title=\"RAG settings\",\n    font=dict(size=15),\n)\nfig.layout.yaxis.ticksuffix = \"%\"\nfig.update_coloraxes(showscale=False)\nfig.update_traces(texttemplate=\"%{y:.1f}\", textposition=\"outside\")\nfig.show()\n```\n\n<img src=\"https://huggingface.co/datasets/huggingface/cookbook-images/resolve/main/RAG_settings_accuracy.png\" height=\"500\" width=\"800\">\n\nAs you can see, these had varying impact on performance. In particular, tuning the chunk size is both easy and very impactful.\n\nBut this is our case: your results could be very different: now that you have a robust evaluation pipeline, you can set on to explore other options! 🗺️\n\n"},"formats":{"html":{"identifier":{"display-name":"HTML","target-format":"html","base-format":"html"},"execute":{"fig-width":7,"fig-height":5,"fig-format":"retina","fig-dpi":96,"df-print":"default","error":false,"eval":false,"cache":null,"freeze":false,"echo":true,"output":true,"warning":true,"include":true,"keep-md":false,"keep-ipynb":false,"ipynb":null,"enabled":null,"daemon":null,"daemon-restart":false,"debug":false,"ipynb-filters":[],"ipynb-shell-interactivity":null,"plotly-connected":true,"engine":"jupyter"},"render":{"keep-tex":false,"keep-typ":false,"keep-source":false,"keep-hidden":false,"prefer-html":false,"output-divs":true,"output-ext":"html","fig-align":"default","fig-pos":null,"fig-env":null,"code-fold":"none","code-overflow":"scroll","code-link":false,"code-line-numbers":false,"code-tools":false,"tbl-colwidths":"auto","merge-includes":true,"inline-includes":false,"preserve-yaml":false,"latex-auto-mk":true,"latex-auto-install":true,"latex-clean":true,"latex-min-runs":1,"latex-max-runs":10,"latex-makeindex":"makeindex","latex-makeindex-opts":[],"latex-tlmgr-opts":[],"latex-input-paths":[],"latex-output-dir":null,"link-external-icon":false,"link-external-newwindow":false,"self-contained-math":false,"format-resources":[],"notebook-links":true},"pandoc":{"standalone":true,"wrap":"none","default-image-extension":"png","to":"html","css":["../styles.css"],"toc":true,"output-file":"rag_evaluation.html"},"language":{"toc-title-document":"Table 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top","search-no-results-text":"No results","search-matching-documents-text":"matching documents","search-copy-link-title":"Copy link to search","search-hide-matches-text":"Hide additional matches","search-more-match-text":"more match in this document","search-more-matches-text":"more matches in this document","search-clear-button-title":"Clear","search-text-placeholder":"","search-detached-cancel-button-title":"Cancel","search-submit-button-title":"Submit","search-label":"Search","toggle-section":"Toggle section","toggle-sidebar":"Toggle sidebar navigation","toggle-dark-mode":"Toggle dark mode","toggle-reader-mode":"Toggle reader mode","toggle-navigation":"Toggle navigation","crossref-fig-title":"Figure","crossref-tbl-title":"Table","crossref-lst-title":"Listing","crossref-thm-title":"Theorem","crossref-lem-title":"Lemma","crossref-cor-title":"Corollary","crossref-prp-title":"Proposition","crossref-cnj-title":"Conjecture","crossref-def-title":"Definition","crossref-exm-title":"Example","crossref-exr-title":"Exercise","crossref-ch-prefix":"Chapter","crossref-apx-prefix":"Appendix","crossref-sec-prefix":"Section","crossref-eq-prefix":"Equation","crossref-lof-title":"List of Figures","crossref-lot-title":"List of Tables","crossref-lol-title":"List of Listings","environment-proof-title":"Proof","environment-remark-title":"Remark","environment-solution-title":"Solution","listing-page-order-by":"Order By","listing-page-order-by-default":"Default","listing-page-order-by-date-asc":"Oldest","listing-page-order-by-date-desc":"Newest","listing-page-order-by-number-desc":"High to Low","listing-page-order-by-number-asc":"Low to High","listing-page-field-date":"Date","listing-page-field-title":"Title","listing-page-field-description":"Description","listing-page-field-author":"Author","listing-page-field-filename":"File Name","listing-page-field-filemodified":"Modified","listing-page-field-subtitle":"Subtitle","listing-page-field-readingtime":"Reading Time","listing-page-field-wordcount":"Word Count","listing-page-field-categories":"Categories","listing-page-minutes-compact":"{0} min","listing-page-category-all":"All","listing-page-no-matches":"No matching items","listing-page-words":"{0} words","listing-page-filter":"Filter","draft":"Draft"},"metadata":{"lang":"en","fig-responsive":true,"quarto-version":"1.6.40","theme":"cosmo","title":"RAG Evaluation","jupyter":"python3"},"extensions":{"book":{"multiFile":true}}}},"projectFormats":["html"]}
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+{"title":"Simple RAG","markdown":{"yaml":{"title":"Simple RAG","jupyter":"python3","eval":false,"code-annotations":"hover"},"headingText":"Prepare the data","containsRefs":false,"markdown":"\n\n```{python}\n!pip install -q torch transformers accelerate bitsandbytes transformers sentence-transformers faiss-gpu\n```\n\n```{python}\n!pip install -q langchain\n```\n\n::: callout-note\nIf running in Google Colab, you may need to run this cell to make sure you're using UTF-8 locale to install LangChain\n```{python}\nimport locale\nlocale.getpreferredencoding = lambda: \"UTF-8\"\n```\n:::\n\n\n\nIn this example, we'll load all of the issues (both open and closed) from [PEFT library's repo](https://github.com/huggingface/peft).\n\nFirst, you need to acquire a [GitHub personal access token](https://github.com/settings/tokens?type=beta) to access the GitHub API.\n\n```{python}\nfrom getpass import getpass\n\nACCESS_TOKEN = getpass(\"YOUR_GITHUB_PERSONAL_TOKEN\")  # <1>\n```\n1. You can also use an environment variable to store your token.\n\nNext, we'll load all of the issues in the [huggingface/peft](https://github.com/huggingface/peft) repo:\n- By default, pull requests are considered issues as well, here we chose to exclude them from data with by setting `include_prs=False`\n- Setting `state = \"all\"` means we will load both open and closed issues.\n\n```{python}\nfrom langchain.document_loaders import GitHubIssuesLoader\n\nloader = GitHubIssuesLoader(\n    repo=\"huggingface/peft\",\n    access_token=ACCESS_TOKEN,\n    include_prs=False,\n    state=\"all\"\n)\n\ndocs = loader.load()\n```\n\nThe content of individual GitHub issues may be longer than what an embedding model can take as input. If we want to embed all of the available content, we need to chunk the documents into appropriately sized pieces.\n\nThe most common and straightforward approach to chunking is to define a fixed size of chunks and whether there should be any overlap between them. Keeping some overlap between chunks allows us to preserve some semantic context between the chunks.\n\nOther approaches are typically more involved and take into account the documents' structure and context. For example, one may want to split a document based on sentences or paragraphs, or create chunks based on the\n\nThe fixed-size chunking, however, works well for most common cases, so that is what we'll do here.\n\n```{python}\nfrom langchain.text_splitter import CharacterTextSplitter\n\nsplitter = CharacterTextSplitter(chunk_size=512, chunk_overlap=30)\n\nchunked_docs = splitter.split_documents(docs)\n```\n\n## Create the embeddings + retriever\n\nNow that the docs are all of the appropriate size, we can create a database with their embeddings.\n\nTo create document chunk embeddings we'll use the `HuggingFaceEmbeddings` and the [`BAAI/bge-base-en-v1.5`](https://huggingface.co/BAAI/bge-base-en-v1.5) embeddings model. To create the vector database, we'll use `FAISS`, a library developed by Facebook AI. This library offers efficient similarity search and clustering of dense vectors, which is what we need here. FAISS is currently one of the most used libraries for NN search in massive datasets. \n\n::: callout-tip\nThere are many other embeddings models available on the Hub, and you can keep an eye on the best performing ones by checking the [Massive Text Embedding Benchmark (MTEB) Leaderboard](https://huggingface.co/spaces/mteb/leaderboard).\n:::\n\nWe'll access both the embeddings model and FAISS via LangChain API.\n\n```{python}\nfrom langchain.vectorstores import FAISS\nfrom langchain.embeddings import HuggingFaceEmbeddings\n\ndb = FAISS.from_documents(chunked_docs,\n                          HuggingFaceEmbeddings(model_name='BAAI/bge-base-en-v1.5'))\n```\n\nWe need a way to return(retrieve) the documents given an unstructured query. For that, we'll use the `as_retriever` method using the `db` as a backbone:\n- `search_type=\"similarity\"` means we want to perform similarity search between the query and documents\n- `search_kwargs={'k': 4}` instructs the retriever to return top 4 results.\n\n```{python}\nretriever = db.as_retriever(\n    search_type=\"similarity\",            # <1>\n    search_kwargs={'k': 4}               # <1>\n)\n```\n1. The ideal search type is context dependent, and you should experiment to find the best one for your data.\n\nThe vector database and retriever are now set up, next we need to set up the next piece of the chain - the model.\n\n## Load quantized model\n\nFor this example, we chose [`HuggingFaceH4/zephyr-7b-beta`](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta), a small but powerful model.\nTo make inference faster, we will load the quantized version of the model:\n\n:::::: {.callout-tip}\nWith many models being released every week, you may want to substitute this model to the latest and greatest. The best way to keep track of open source LLMs is to check the [Open-source LLM leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard).\n:::\n\n```{python}\nimport torch\nfrom transformers import AutoTokenizer, AutoModelForCausalLM, BitsAndBytesConfig\n\nmodel_name = 'HuggingFaceH4/zephyr-7b-beta'\n\nbnb_config = BitsAndBytesConfig(\n    load_in_4bit=True,\n    bnb_4bit_use_double_quant=True,\n    bnb_4bit_quant_type=\"nf4\",\n    bnb_4bit_compute_dtype=torch.bfloat16\n)\n\nmodel = AutoModelForCausalLM.from_pretrained(model_name, quantization_config=bnb_config)\ntokenizer = AutoTokenizer.from_pretrained(model_name)\n```\n\n## Setup the LLM chain\n\nFinally, we have all the pieces we need to set up the LLM chain.\n\nFirst, create a text_generation pipeline using the loaded model and its tokenizer.\n\nNext, create a prompt template - this should follow the format of the model, so if you substitute the model checkpoint, make sure to use the appropriate formatting.\n\n```{python}\nfrom langchain.llms import HuggingFacePipeline\nfrom langchain.prompts import PromptTemplate\nfrom transformers import pipeline\nfrom langchain_core.output_parsers import StrOutputParser\n\ntext_generation_pipeline = pipeline(\n    model=model,                # <1> \n    tokenizer=tokenizer,        # <2> \n    task=\"text-generation\",     # <3> \n    temperature=0.2,            # <4> \n    do_sample=True,             # <5> \n    repetition_penalty=1.1,     # <6> \n    return_full_text=True,      # <7> \n    max_new_tokens=400,         # <8> \n)\n\nllm = HuggingFacePipeline(pipeline=text_generation_pipeline)\n\nprompt_template = \"\"\"\n<|system|>\nAnswer the question based on your knowledge. Use the following context to help:\n\n{context}\n\n</s>\n<|user|>\n{question}\n</s>\n<|assistant|>\n\n \"\"\"\n\nprompt = PromptTemplate(\n    input_variables=[\"context\", \"question\"],\n    template=prompt_template,\n)\n\nllm_chain = prompt | llm | StrOutputParser()\n```\n\n1. The pre-trained model for text generation.\n2. Tokenizer to preprocess input text and postprocess generated output.\n3. Specifies the task as text generation.\n4. Controls the randomness in the output generation. Lower values make the output more deterministic.\n5. Enables sampling to introduce randomness in the output generation.\n6. Penalizes repetition in the output to encourage diversity.\n7. Returns the full generated text including the input prompt.\n8. Limits the maximum number of new tokens generated.\n\nNote: _You can also use `tokenizer.apply_chat_template` to convert a list of messages (as dicts: `{'role': 'user', 'content': '(...)'}`) into a string with the appropriate chat format._\n\n\nFinally, we need to combine the `llm_chain` with the retriever to create a RAG chain. We pass the original question through to the final generation step, as well as the retrieved context docs:\n\n```{python}\nfrom langchain_core.runnables import RunnablePassthrough\n\nretriever = db.as_retriever()\n\nrag_chain = (\n {\"context\": retriever, \"question\": RunnablePassthrough()}\n    | llm_chain\n)\n```\n\n## Compare the results\n\nLet's see the difference RAG makes in generating answers to the library-specific questions.\n\n```{python}\nquestion = \"How do you combine multiple adapters?\"\n```\n\nFirst, let's see what kind of answer we can get with just the model itself, no context added:\n\n```{python}\n#| colab: {base_uri: 'https://localhost:8080/', height: 125}\nllm_chain.invoke({\"context\":\"\", \"question\": question})\n```\n\nAs you can see, the model interpreted the question as one about physical computer adapters, while in the context of PEFT, \"adapters\" refer to LoRA adapters.\nLet's see if adding context from GitHub issues helps the model give a more relevant answer:\n\n```{python}\n#| colab: {base_uri: 'https://localhost:8080/', height: 125}\nrag_chain.invoke(question)\n```\n\nAs we can see, the added context, really helps the exact same model, provide a much more relevant and informed answer to the library-specific question.\n\nNotably, combining multiple adapters for inference has been added to the library, and one can find this information in the documentation, so for the next iteration of this RAG it may be worth including documentation embeddings.\n\n","srcMarkdownNoYaml":"\n\n```{python}\n!pip install -q torch transformers accelerate bitsandbytes transformers sentence-transformers faiss-gpu\n```\n\n```{python}\n!pip install -q langchain\n```\n\n::: callout-note\nIf running in Google Colab, you may need to run this cell to make sure you're using UTF-8 locale to install LangChain\n```{python}\nimport locale\nlocale.getpreferredencoding = lambda: \"UTF-8\"\n```\n:::\n\n\n## Prepare the data\n\nIn this example, we'll load all of the issues (both open and closed) from [PEFT library's repo](https://github.com/huggingface/peft).\n\nFirst, you need to acquire a [GitHub personal access token](https://github.com/settings/tokens?type=beta) to access the GitHub API.\n\n```{python}\nfrom getpass import getpass\n\nACCESS_TOKEN = getpass(\"YOUR_GITHUB_PERSONAL_TOKEN\")  # <1>\n```\n1. You can also use an environment variable to store your token.\n\nNext, we'll load all of the issues in the [huggingface/peft](https://github.com/huggingface/peft) repo:\n- By default, pull requests are considered issues as well, here we chose to exclude them from data with by setting `include_prs=False`\n- Setting `state = \"all\"` means we will load both open and closed issues.\n\n```{python}\nfrom langchain.document_loaders import GitHubIssuesLoader\n\nloader = GitHubIssuesLoader(\n    repo=\"huggingface/peft\",\n    access_token=ACCESS_TOKEN,\n    include_prs=False,\n    state=\"all\"\n)\n\ndocs = loader.load()\n```\n\nThe content of individual GitHub issues may be longer than what an embedding model can take as input. If we want to embed all of the available content, we need to chunk the documents into appropriately sized pieces.\n\nThe most common and straightforward approach to chunking is to define a fixed size of chunks and whether there should be any overlap between them. Keeping some overlap between chunks allows us to preserve some semantic context between the chunks.\n\nOther approaches are typically more involved and take into account the documents' structure and context. For example, one may want to split a document based on sentences or paragraphs, or create chunks based on the\n\nThe fixed-size chunking, however, works well for most common cases, so that is what we'll do here.\n\n```{python}\nfrom langchain.text_splitter import CharacterTextSplitter\n\nsplitter = CharacterTextSplitter(chunk_size=512, chunk_overlap=30)\n\nchunked_docs = splitter.split_documents(docs)\n```\n\n## Create the embeddings + retriever\n\nNow that the docs are all of the appropriate size, we can create a database with their embeddings.\n\nTo create document chunk embeddings we'll use the `HuggingFaceEmbeddings` and the [`BAAI/bge-base-en-v1.5`](https://huggingface.co/BAAI/bge-base-en-v1.5) embeddings model. To create the vector database, we'll use `FAISS`, a library developed by Facebook AI. This library offers efficient similarity search and clustering of dense vectors, which is what we need here. FAISS is currently one of the most used libraries for NN search in massive datasets. \n\n::: callout-tip\nThere are many other embeddings models available on the Hub, and you can keep an eye on the best performing ones by checking the [Massive Text Embedding Benchmark (MTEB) Leaderboard](https://huggingface.co/spaces/mteb/leaderboard).\n:::\n\nWe'll access both the embeddings model and FAISS via LangChain API.\n\n```{python}\nfrom langchain.vectorstores import FAISS\nfrom langchain.embeddings import HuggingFaceEmbeddings\n\ndb = FAISS.from_documents(chunked_docs,\n                          HuggingFaceEmbeddings(model_name='BAAI/bge-base-en-v1.5'))\n```\n\nWe need a way to return(retrieve) the documents given an unstructured query. For that, we'll use the `as_retriever` method using the `db` as a backbone:\n- `search_type=\"similarity\"` means we want to perform similarity search between the query and documents\n- `search_kwargs={'k': 4}` instructs the retriever to return top 4 results.\n\n```{python}\nretriever = db.as_retriever(\n    search_type=\"similarity\",            # <1>\n    search_kwargs={'k': 4}               # <1>\n)\n```\n1. The ideal search type is context dependent, and you should experiment to find the best one for your data.\n\nThe vector database and retriever are now set up, next we need to set up the next piece of the chain - the model.\n\n## Load quantized model\n\nFor this example, we chose [`HuggingFaceH4/zephyr-7b-beta`](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta), a small but powerful model.\nTo make inference faster, we will load the quantized version of the model:\n\n:::::: {.callout-tip}\nWith many models being released every week, you may want to substitute this model to the latest and greatest. The best way to keep track of open source LLMs is to check the [Open-source LLM leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard).\n:::\n\n```{python}\nimport torch\nfrom transformers import AutoTokenizer, AutoModelForCausalLM, BitsAndBytesConfig\n\nmodel_name = 'HuggingFaceH4/zephyr-7b-beta'\n\nbnb_config = BitsAndBytesConfig(\n    load_in_4bit=True,\n    bnb_4bit_use_double_quant=True,\n    bnb_4bit_quant_type=\"nf4\",\n    bnb_4bit_compute_dtype=torch.bfloat16\n)\n\nmodel = AutoModelForCausalLM.from_pretrained(model_name, quantization_config=bnb_config)\ntokenizer = AutoTokenizer.from_pretrained(model_name)\n```\n\n## Setup the LLM chain\n\nFinally, we have all the pieces we need to set up the LLM chain.\n\nFirst, create a text_generation pipeline using the loaded model and its tokenizer.\n\nNext, create a prompt template - this should follow the format of the model, so if you substitute the model checkpoint, make sure to use the appropriate formatting.\n\n```{python}\nfrom langchain.llms import HuggingFacePipeline\nfrom langchain.prompts import PromptTemplate\nfrom transformers import pipeline\nfrom langchain_core.output_parsers import StrOutputParser\n\ntext_generation_pipeline = pipeline(\n    model=model,                # <1> \n    tokenizer=tokenizer,        # <2> \n    task=\"text-generation\",     # <3> \n    temperature=0.2,            # <4> \n    do_sample=True,             # <5> \n    repetition_penalty=1.1,     # <6> \n    return_full_text=True,      # <7> \n    max_new_tokens=400,         # <8> \n)\n\nllm = HuggingFacePipeline(pipeline=text_generation_pipeline)\n\nprompt_template = \"\"\"\n<|system|>\nAnswer the question based on your knowledge. Use the following context to help:\n\n{context}\n\n</s>\n<|user|>\n{question}\n</s>\n<|assistant|>\n\n \"\"\"\n\nprompt = PromptTemplate(\n    input_variables=[\"context\", \"question\"],\n    template=prompt_template,\n)\n\nllm_chain = prompt | llm | StrOutputParser()\n```\n\n1. The pre-trained model for text generation.\n2. Tokenizer to preprocess input text and postprocess generated output.\n3. Specifies the task as text generation.\n4. Controls the randomness in the output generation. Lower values make the output more deterministic.\n5. Enables sampling to introduce randomness in the output generation.\n6. Penalizes repetition in the output to encourage diversity.\n7. Returns the full generated text including the input prompt.\n8. Limits the maximum number of new tokens generated.\n\nNote: _You can also use `tokenizer.apply_chat_template` to convert a list of messages (as dicts: `{'role': 'user', 'content': '(...)'}`) into a string with the appropriate chat format._\n\n\nFinally, we need to combine the `llm_chain` with the retriever to create a RAG chain. We pass the original question through to the final generation step, as well as the retrieved context docs:\n\n```{python}\nfrom langchain_core.runnables import RunnablePassthrough\n\nretriever = db.as_retriever()\n\nrag_chain = (\n {\"context\": retriever, \"question\": RunnablePassthrough()}\n    | llm_chain\n)\n```\n\n## Compare the results\n\nLet's see the difference RAG makes in generating answers to the library-specific questions.\n\n```{python}\nquestion = \"How do you combine multiple adapters?\"\n```\n\nFirst, let's see what kind of answer we can get with just the model itself, no context added:\n\n```{python}\n#| colab: {base_uri: 'https://localhost:8080/', height: 125}\nllm_chain.invoke({\"context\":\"\", \"question\": question})\n```\n\nAs you can see, the model interpreted the question as one about physical computer adapters, while in the context of PEFT, \"adapters\" refer to LoRA adapters.\nLet's see if adding context from GitHub issues helps the model give a more relevant answer:\n\n```{python}\n#| colab: {base_uri: 'https://localhost:8080/', height: 125}\nrag_chain.invoke(question)\n```\n\nAs we can see, the added context, really helps the exact same model, provide a much more relevant and informed answer to the library-specific question.\n\nNotably, combining multiple adapters for inference has been added to the library, and one can find this information in the documentation, so for the next iteration of this RAG it may be worth including documentation embeddings.\n\n"},"formats":{"html":{"identifier":{"display-name":"HTML","target-format":"html","base-format":"html"},"execute":{"fig-width":7,"fig-height":5,"fig-format":"retina","fig-dpi":96,"df-print":"default","error":false,"eval":false,"cache":null,"freeze":false,"echo":true,"output":true,"warning":true,"include":true,"keep-md":false,"keep-ipynb":false,"ipynb":null,"enabled":null,"daemon":null,"daemon-restart":false,"debug":false,"ipynb-filters":[],"ipynb-shell-interactivity":null,"plotly-connected":true,"engine":"jupyter"},"render":{"keep-tex":false,"keep-typ":false,"keep-source":false,"keep-hidden":false,"prefer-html":false,"output-divs":true,"output-ext":"html","fig-align":"default","fig-pos":null,"fig-env":null,"code-fold":"none","code-overflow":"scroll","code-link":false,"code-line-numbers":false,"code-tools":false,"tbl-colwidths":"auto","merge-includes":true,"inline-includes":false,"preserve-yaml":false,"latex-auto-mk":true,"latex-auto-install":true,"latex-clean":true,"latex-min-runs":1,"latex-max-runs":10,"latex-makeindex":"makeindex","latex-makeindex-opts":[],"latex-tlmgr-opts":[],"latex-input-paths":[],"latex-output-dir":null,"link-external-icon":false,"link-external-newwindow":false,"self-contained-math":false,"format-resources":[],"notebook-links":true},"pandoc":{"standalone":true,"wrap":"none","default-image-extension":"png","to":"html","css":["../styles.css"],"toc":true,"output-file":"rag_zephyr_langchain.html"},"language":{"toc-title-document":"Table 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License","title-block-author-single":"Author","title-block-author-plural":"Authors","title-block-affiliation-single":"Affiliation","title-block-affiliation-plural":"Affiliations","title-block-published":"Published","title-block-modified":"Modified","title-block-keywords":"Keywords","callout-tip-title":"Tip","callout-note-title":"Note","callout-warning-title":"Warning","callout-important-title":"Important","callout-caution-title":"Caution","code-summary":"Code","code-tools-menu-caption":"Code","code-tools-show-all-code":"Show All Code","code-tools-hide-all-code":"Hide All Code","code-tools-view-source":"View Source","code-tools-source-code":"Source Code","tools-share":"Share","tools-download":"Download","code-line":"Line","code-lines":"Lines","copy-button-tooltip":"Copy to Clipboard","copy-button-tooltip-success":"Copied!","repo-action-links-edit":"Edit this page","repo-action-links-source":"View source","repo-action-links-issue":"Report an issue","back-to-top":"Back to top","search-no-results-text":"No results","search-matching-documents-text":"matching documents","search-copy-link-title":"Copy link to search","search-hide-matches-text":"Hide additional matches","search-more-match-text":"more match in this document","search-more-matches-text":"more matches in this document","search-clear-button-title":"Clear","search-text-placeholder":"","search-detached-cancel-button-title":"Cancel","search-submit-button-title":"Submit","search-label":"Search","toggle-section":"Toggle section","toggle-sidebar":"Toggle sidebar navigation","toggle-dark-mode":"Toggle dark mode","toggle-reader-mode":"Toggle reader mode","toggle-navigation":"Toggle navigation","crossref-fig-title":"Figure","crossref-tbl-title":"Table","crossref-lst-title":"Listing","crossref-thm-title":"Theorem","crossref-lem-title":"Lemma","crossref-cor-title":"Corollary","crossref-prp-title":"Proposition","crossref-cnj-title":"Conjecture","crossref-def-title":"Definition","crossref-exm-title":"Example","crossref-exr-title":"Exercise","crossref-ch-prefix":"Chapter","crossref-apx-prefix":"Appendix","crossref-sec-prefix":"Section","crossref-eq-prefix":"Equation","crossref-lof-title":"List of Figures","crossref-lot-title":"List of Tables","crossref-lol-title":"List of Listings","environment-proof-title":"Proof","environment-remark-title":"Remark","environment-solution-title":"Solution","listing-page-order-by":"Order By","listing-page-order-by-default":"Default","listing-page-order-by-date-asc":"Oldest","listing-page-order-by-date-desc":"Newest","listing-page-order-by-number-desc":"High to Low","listing-page-order-by-number-asc":"Low to 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+{"title":"Single GPU Fine-tuning","markdown":{"yaml":{"title":"Single GPU Fine-tuning"},"headingText":"Fine-tuning a Code LLM on Custom Code on a single GPU","containsRefs":false,"markdown":"\n\n\n_Authored by: [Maria Khalusova](https://github.com/MKhalusova)_\n\nPublicly available code LLMs such as Codex, StarCoder, and Code Llama are great at generating code that adheres to general programming principles and syntax, but they may not align with an organization's internal conventions, or be aware of proprietary libraries.\n\nIn this notebook, we'll see show how you can fine-tune a code LLM on private code bases to enhance its contextual awareness and improve a model's usefulness to your organization's needs. Since the code LLMs are quite large, fine-tuning them in a traditional manner can be resource-draining. Worry not! We will show how you can optimize fine-tuning to fit on a single GPU.\n\n\n## Dataset\n\nFor this example, we picked the top 10 Hugging Face public repositories on GitHub. We have excluded non-code files from the data, such as images, audio files, presentations, and so on. For Jupyter notebooks, we've kept only cells containing code. The resulting code is stored as a dataset that you can find on the Hugging Face Hub under [`smangrul/hf-stack-v1`](https://huggingface.co/datasets/smangrul/hf-stack-v1). It contains repo id, file path, and file content.\n\n\n## Model\n\nWe'll finetune [`bigcode/starcoderbase-1b`](https://huggingface.co/bigcode/starcoderbase-1b), which is a 1B parameter model trained on 80+ programming languages. This is a gated model, so if you plan to run this notebook with this exact model, you'll need to gain access to it on the model's page. Log in to your Hugging Face account to do so:\n\nTo get started, let's install all the necessary libraries. As you can see, in addition to `transformers` and `datasets`, we'll be using `peft`, `bitsandbytes`, and `flash-attn` to optimize the training.\n\nBy employing parameter-efficient training techniques, we can run this notebook on a single A100 High-RAM GPU.\n\nLet's define some variables now. Feel free to play with these.\n\n## Prepare the data\n\nBegin by loading the data. As the dataset is likely to be quite large, make sure to enable the streaming mode. Streaming allows us to load the data progressively as we iterate over the dataset instead of downloading the whole dataset at once.\n\nWe'll reserve the first 4000 examples as the validation set, and everything else will be the training data.\n\nAt this step, the dataset still contains raw data with code of arbitraty length. For training, we need inputs of fixed length. Let's create an Iterable dataset that would return constant-length chunks of tokens from a stream of text files.\n\nFirst, let's estimate the average number of characters per token in the dataset, which will help us later estimate the number of tokens in the text buffer later. By default, we'll only take 400 examples (`nb_examples`) from the dataset. Using only a subset of the entire dataset will reduce computational cost while still providing a reasonable estimate of the overall character-to-token ratio.\n\nThe character-to-token ratio can also be used as an indicator of the quality of text tokenization. For instance, a character-to-token ratio of 1.0 would mean that each character is represented with a token, which is not very meaningful. This would indicate poor tokenization. In standard English text, one token is typically equivalent to approximately four characters, meaning the character-to-token ratio is around 4.0. We can expect a lower ratio in the code dataset, but generally speaking, a number between 2.0 and 3.5 can be considered good enough.\n\n**Optional FIM transformations**\n\n\nAutoregressive language models typically generate sequences from left to right. By applying the FIM transformations, the model can also learn to infill text.  Check out [\"Efficient Training of Language Models to Fill in the Middle\" paper](https://arxiv.org/pdf/2207.14255.pdf) to learn more about the technique.\nWe'll define the FIM transformations here and will use them when creating the Iterable Dataset. However, if you want to omit transformations, feel free to set `fim_rate` to 0.\n\nLet's define the `ConstantLengthDataset`, an Iterable dataset that will return constant-length chunks of tokens. To do so, we'll read a buffer of text from the original dataset until we hit the size limits and then apply tokenizer to convert the raw text into tokenized inputs. Optionally, we'll perform FIM transformations on some sequences (the proportion of sequences affected is controlled by `fim_rate`).\n\nOnce defined, we can create instances of the `ConstantLengthDataset` from both training and validation data.\n\n## Prepare the model\n\nNow that the data is prepared, it's time to load the model! We're going to load the quantized version of the model.\n\nThis will allow us to reduce memory usage, as quantization represents data with fewer bits. We'll use the `bitsandbytes` library to quantize the model, as it has a nice integration with `transformers`. All we need to do is define a `bitsandbytes` config, and then use it when loading the model.\n\nThere are different variants of 4bit quantization, but generally, we recommend using NF4 quantization for better performance (`bnb_4bit_quant_type=\"nf4\"`).\n\nThe `bnb_4bit_use_double_quant` option adds a second quantization after the first one to save an additional 0.4 bits per parameter.\n\nTo learn more about quantization, check out the [\"Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA\" blog post](https://huggingface.co/blog/4bit-transformers-bitsandbytes).\n\nOnce defined, pass the config to the `from_pretrained` method to load the quantized version of the model.\n\nWhen using a quantized model for training, you need to call the `prepare_model_for_kbit_training()` function to preprocess the quantized model for training.\n\nNow that the quantized model is ready, we can set up a LoRA configuration. LoRA makes fine-tuning more efficient by drastically reducing the number of trainable parameters.\n\nTo train a model using LoRA technique, we need to wrap the base model as a `PeftModel`. This involves definign LoRA configuration with `LoraConfig`, and wrapping the original model with `get_peft_model()` using the `LoraConfig`.\n\nTo learn more about LoRA and its parameters, refer to [PEFT documentation](https://huggingface.co/docs/peft/conceptual_guides/lora).\n\nAs you can see, by applying LoRA technique we will now need to train less than 1% of the parameters.\n\n## Train the model\n\nNow that we have prepared the data, and optimized the model, we are ready to bring everything together to start the training.\n\nTo instantiate a `Trainer`, you need to define the training configuration. The most important is the `TrainingArguments`, which is a class that contains all the attributes to configure the training.\n\nThese are similar to any other kind of model training you may run, so we won't go into detail here.\n\nAs a final step, instantiate the `Trainer` and call the `train` method.   \n\nFinally, you can push the fine-tuned model to your Hub repository to share with your team.\n\n## Inference\n\nOnce the model is uploaded to Hub, we can use it for inference. To do so we first initialize the original base model and its tokenizer. Next, we need to merge the fine-duned weights with the base model.\n\nNow we can use the merged model for inference. For convenience, we'll define a `get_code_completion` - feel free to experiment with text generation parameters!\n\nNow all we need to do to get code completion is call the `get_code_complete` function and pass the first few lines that we want to be completed as a prefix, and an empty string as a suffix.\n\nAs someone who has just used the PEFT library earlier in this notebook, you can see that the generated result for creating a `LoraConfig` is rather good!\n\nIf you go back to the cell where we instantiate the model for inference, and comment out the lines where we merge the fine-tuned weights, you can see what the original model would've generated for the exact same prefix:\n\nWhile it is Python syntax, you can see that the original model has no understanding of what a `LoraConfig` should be doing.\n\nTo learn how this kind of fine-tuning compares to full fine-tuning, and how to use a model like this as your copilot in VS Code via Inference Endpoints, or locally, check out the [\"Personal Copilot: Train Your Own Coding Assistant\" blog post](https://huggingface.co/blog/personal-copilot). This notebook complements the original blog post.\n\n","srcMarkdownNoYaml":"\n\n# Fine-tuning a Code LLM on Custom Code on a single GPU\n\n_Authored by: [Maria Khalusova](https://github.com/MKhalusova)_\n\nPublicly available code LLMs such as Codex, StarCoder, and Code Llama are great at generating code that adheres to general programming principles and syntax, but they may not align with an organization's internal conventions, or be aware of proprietary libraries.\n\nIn this notebook, we'll see show how you can fine-tune a code LLM on private code bases to enhance its contextual awareness and improve a model's usefulness to your organization's needs. Since the code LLMs are quite large, fine-tuning them in a traditional manner can be resource-draining. Worry not! We will show how you can optimize fine-tuning to fit on a single GPU.\n\n\n## Dataset\n\nFor this example, we picked the top 10 Hugging Face public repositories on GitHub. We have excluded non-code files from the data, such as images, audio files, presentations, and so on. For Jupyter notebooks, we've kept only cells containing code. The resulting code is stored as a dataset that you can find on the Hugging Face Hub under [`smangrul/hf-stack-v1`](https://huggingface.co/datasets/smangrul/hf-stack-v1). It contains repo id, file path, and file content.\n\n\n## Model\n\nWe'll finetune [`bigcode/starcoderbase-1b`](https://huggingface.co/bigcode/starcoderbase-1b), which is a 1B parameter model trained on 80+ programming languages. This is a gated model, so if you plan to run this notebook with this exact model, you'll need to gain access to it on the model's page. Log in to your Hugging Face account to do so:\n\nTo get started, let's install all the necessary libraries. As you can see, in addition to `transformers` and `datasets`, we'll be using `peft`, `bitsandbytes`, and `flash-attn` to optimize the training.\n\nBy employing parameter-efficient training techniques, we can run this notebook on a single A100 High-RAM GPU.\n\nLet's define some variables now. Feel free to play with these.\n\n## Prepare the data\n\nBegin by loading the data. As the dataset is likely to be quite large, make sure to enable the streaming mode. Streaming allows us to load the data progressively as we iterate over the dataset instead of downloading the whole dataset at once.\n\nWe'll reserve the first 4000 examples as the validation set, and everything else will be the training data.\n\nAt this step, the dataset still contains raw data with code of arbitraty length. For training, we need inputs of fixed length. Let's create an Iterable dataset that would return constant-length chunks of tokens from a stream of text files.\n\nFirst, let's estimate the average number of characters per token in the dataset, which will help us later estimate the number of tokens in the text buffer later. By default, we'll only take 400 examples (`nb_examples`) from the dataset. Using only a subset of the entire dataset will reduce computational cost while still providing a reasonable estimate of the overall character-to-token ratio.\n\nThe character-to-token ratio can also be used as an indicator of the quality of text tokenization. For instance, a character-to-token ratio of 1.0 would mean that each character is represented with a token, which is not very meaningful. This would indicate poor tokenization. In standard English text, one token is typically equivalent to approximately four characters, meaning the character-to-token ratio is around 4.0. We can expect a lower ratio in the code dataset, but generally speaking, a number between 2.0 and 3.5 can be considered good enough.\n\n**Optional FIM transformations**\n\n\nAutoregressive language models typically generate sequences from left to right. By applying the FIM transformations, the model can also learn to infill text.  Check out [\"Efficient Training of Language Models to Fill in the Middle\" paper](https://arxiv.org/pdf/2207.14255.pdf) to learn more about the technique.\nWe'll define the FIM transformations here and will use them when creating the Iterable Dataset. However, if you want to omit transformations, feel free to set `fim_rate` to 0.\n\nLet's define the `ConstantLengthDataset`, an Iterable dataset that will return constant-length chunks of tokens. To do so, we'll read a buffer of text from the original dataset until we hit the size limits and then apply tokenizer to convert the raw text into tokenized inputs. Optionally, we'll perform FIM transformations on some sequences (the proportion of sequences affected is controlled by `fim_rate`).\n\nOnce defined, we can create instances of the `ConstantLengthDataset` from both training and validation data.\n\n## Prepare the model\n\nNow that the data is prepared, it's time to load the model! We're going to load the quantized version of the model.\n\nThis will allow us to reduce memory usage, as quantization represents data with fewer bits. We'll use the `bitsandbytes` library to quantize the model, as it has a nice integration with `transformers`. All we need to do is define a `bitsandbytes` config, and then use it when loading the model.\n\nThere are different variants of 4bit quantization, but generally, we recommend using NF4 quantization for better performance (`bnb_4bit_quant_type=\"nf4\"`).\n\nThe `bnb_4bit_use_double_quant` option adds a second quantization after the first one to save an additional 0.4 bits per parameter.\n\nTo learn more about quantization, check out the [\"Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA\" blog post](https://huggingface.co/blog/4bit-transformers-bitsandbytes).\n\nOnce defined, pass the config to the `from_pretrained` method to load the quantized version of the model.\n\nWhen using a quantized model for training, you need to call the `prepare_model_for_kbit_training()` function to preprocess the quantized model for training.\n\nNow that the quantized model is ready, we can set up a LoRA configuration. LoRA makes fine-tuning more efficient by drastically reducing the number of trainable parameters.\n\nTo train a model using LoRA technique, we need to wrap the base model as a `PeftModel`. This involves definign LoRA configuration with `LoraConfig`, and wrapping the original model with `get_peft_model()` using the `LoraConfig`.\n\nTo learn more about LoRA and its parameters, refer to [PEFT documentation](https://huggingface.co/docs/peft/conceptual_guides/lora).\n\nAs you can see, by applying LoRA technique we will now need to train less than 1% of the parameters.\n\n## Train the model\n\nNow that we have prepared the data, and optimized the model, we are ready to bring everything together to start the training.\n\nTo instantiate a `Trainer`, you need to define the training configuration. The most important is the `TrainingArguments`, which is a class that contains all the attributes to configure the training.\n\nThese are similar to any other kind of model training you may run, so we won't go into detail here.\n\nAs a final step, instantiate the `Trainer` and call the `train` method.   \n\nFinally, you can push the fine-tuned model to your Hub repository to share with your team.\n\n## Inference\n\nOnce the model is uploaded to Hub, we can use it for inference. To do so we first initialize the original base model and its tokenizer. Next, we need to merge the fine-duned weights with the base model.\n\nNow we can use the merged model for inference. For convenience, we'll define a `get_code_completion` - feel free to experiment with text generation parameters!\n\nNow all we need to do to get code completion is call the `get_code_complete` function and pass the first few lines that we want to be completed as a prefix, and an empty string as a suffix.\n\nAs someone who has just used the PEFT library earlier in this notebook, you can see that the generated result for creating a `LoraConfig` is rather good!\n\nIf you go back to the cell where we instantiate the model for inference, and comment out the lines where we merge the fine-tuned weights, you can see what the original model would've generated for the exact same prefix:\n\nWhile it is Python syntax, you can see that the original model has no understanding of what a `LoraConfig` should be doing.\n\nTo learn how this kind of fine-tuning compares to full fine-tuning, and how to use a model like this as your copilot in VS Code via Inference Endpoints, or locally, check out the [\"Personal Copilot: Train Your Own Coding Assistant\" blog post](https://huggingface.co/blog/personal-copilot). This notebook complements the original blog post.\n\n"},"formats":{"html":{"identifier":{"display-name":"HTML","target-format":"html","base-format":"html"},"execute":{"fig-width":7,"fig-height":5,"fig-format":"retina","fig-dpi":96,"df-print":"default","error":false,"eval":true,"cache":null,"freeze":false,"echo":true,"output":true,"warning":true,"include":true,"keep-md":false,"keep-ipynb":false,"ipynb":null,"enabled":false,"daemon":null,"daemon-restart":false,"debug":false,"ipynb-filters":[],"ipynb-shell-interactivity":null,"plotly-connected":true,"engine":"jupyter"},"render":{"keep-tex":false,"keep-typ":false,"keep-source":false,"keep-hidden":false,"prefer-html":false,"output-divs":true,"output-ext":"html","fig-align":"default","fig-pos":null,"fig-env":null,"code-fold":"none","code-overflow":"scroll","code-link":false,"code-line-numbers":false,"code-tools":false,"tbl-colwidths":"auto","merge-includes":true,"inline-includes":false,"preserve-yaml":false,"latex-auto-mk":true,"latex-auto-install":true,"latex-clean":true,"latex-min-runs":1,"latex-max-runs":10,"latex-makeindex":"makeindex","latex-makeindex-opts":[],"latex-tlmgr-opts":[],"latex-input-paths":[],"latex-output-dir":null,"link-external-icon":false,"link-external-newwindow":false,"self-contained-math":false,"format-resources":[],"notebook-links":true},"pandoc":{"standalone":true,"wrap":"none","default-image-extension":"png","to":"html","css":["../styles.css"],"toc":true,"output-file":"single_gpu.html"},"language":{"toc-title-document":"Table 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diff --git a/src/.quarto/idx/presentation.qmd.json b/src/.quarto/idx/presentation.qmd.json
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index 0000000000000000000000000000000000000000..eee04d71802a26fe0cb1ceee5531feb89e948438
--- /dev/null
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@@ -0,0 +1 @@
+{"title":"Optimizing LLM Performance Using Triton","markdown":{"yaml":{"title":"Optimizing LLM Performance Using Triton","format":{"revealjs":{"theme":"dark","transition":"slide","slide-number":true}},"author":"Matej Sirovatka","date":"today"},"headingText":"`whoami`","containsRefs":false,"markdown":"\n\n\n- My name is Matej\n- I'm a Master's student at the Brno University of Technology\n- I currently make GPUs go `brrrrrr` at Hugging Face 🤗\n\n## `What is Triton?`\n\n- NVIDIA's open-source programming language for GPU kernels\n- Designed for AI/ML workloads\n- Simplifies GPU programming compared to CUDA\n\n![](media/optim_scale.png){.center fig-align=\"center\"}\n\n## `Why Optimize with Triton?`\n\n- Simple yet effective\n- Less headache than CUDA\n- GPUs go `brrrrrrr` 🚀\n- Feel cool when your kernel is faster than PyTorch 😎\n\n## `Example Problem: KL Divergence`\n\n- commonly used in LLMs for knowledge distillation\n- for probability distributions $P$ and $Q$, the Kullback-Leibler divergence is defined as:\n\n$$\nD_{KL}(P \\| Q) = \\sum_{i} P_i \\log\\left(\\frac{P_i}{Q_i}\\right)\n$$\n\n\n```python\nimport torch\nfrom torch.nn.functional import kl_div\n\ndef kl_div_torch(p: torch.Tensor, q: torch.Tensor) -> torch.Tensor:\n    return kl_div(p, q, reduction='none')\n```\n\n## `How about Triton?`\n\n```python\nimport triton.language as tl\n\n@triton.jit\ndef kl_div_triton(\n    p_ptr, q_ptr, output_ptr, n_elements, BLOCK_SIZE: tl.constexpr\n):\n    pid = tl.program_id(0)\n    block_start = pid * BLOCK_SIZE\n    offsets = block_start + tl.arange(0, BLOCK_SIZE)\n    mask = offsets < n_elements\n    \n    p = tl.load(p_ptr + offsets, mask=mask)\n    q = tl.load(q_ptr + offsets, mask=mask)\n    \n    output = p * (tl.log(p) - tl.log(q))\n    \n    tl.store(output_ptr + offsets, output, mask=mask)\n```\n\n## `How to integrate with PyTorch?`\n\n- Triton works with pointers\n- How to use our custom kernel with PyTorch autograd?\n\n```python\nimport torch\n\nclass VectorAdd(torch.autograd.Function):\n    @staticmethod\n    def forward(ctx, p, q):\n        ctx.save_for_backward(q)\n        output = torch.empty_like(p)\n        grid = (len(p) + 512 - 1) // 512\n        kl_div_triton[grid](p, q, output, len(p), BLOCK_SIZE=512)\n        return output\n\n    @staticmethod\n    def backward(ctx, grad_output):\n        q = ctx.saved_tensors[0]\n        # Calculate gradients (another triton kernel)\n        return ...\n```\n\n## `Some benchmarks`\n\n- A KL Divergence kernel that is currently used in [Liger Kernel](https://github.com/linkedin/liger-kernel) written by @me\n\n:::: {.columns}\n\n::: {.column width=\"50%\"}\n\n![](media/kl_mem.png){.center fig-align=\"center\"}\n\n:::\n\n::: {.column width=\"50%\"}\n\n![](media/kl_speed.png){.center fig-align=\"center\"}\n\n:::\n\n::::\n\n## `Do I have to write everything?`\n\n- TLDR: No\n- Many cool projects already using Triton\n- Better Integration with PyTorch and even Hugging Face 🤗\n- Liger Kernel, Unsloth AI, etc.\n\n:::: {.columns}\n\n::: {.column width=\"50%\"}\n\n![](media/unsloth.png){.center fig-align=\"center\"}\n\n:::\n\n::: {.column width=\"50%\"}\n\n![](media/liger.png){.center fig-align=\"center\"}\n\n:::\n\n::::\n\n\n## `So how can I use this in my LLM? 🚀`\n\n- Liger Kernel is a great example, providing examples of how to integrate with Hugging Face 🤗 Trainer\n\n```diff\n- from transformers import AutoModelForCausalLM\n+ from liger_kernel.transformers import AutoLigerKernelForCausalLM\n\nmodel_path = \"meta-llama/Meta-Llama-3-8B-Instruct\"\n\n- model = AutoModelForCausalLM.from_pretrained(model_path)\n+ model = AutoLigerKernelForCausalLM.from_pretrained(model_path)\n\n# training/inference logic...\n```\n## `Key Optimization Techniques adapted by Liger Kernel`\n\n- Kernel Fusion\n- Domain-specific optimizations\n- Memory Access Patterns\n- Preemptive memory freeing\n   \n\n## `Aaand some more benchmarks 🚀`\n\n\n:::: {.columns}\n\n::: {.column width=\"50%\"}\n\n![](media/PMA.png){fig-align=\"center\"}\n\n:::\n\n::: {.column width=\"50%\"}\n\n![](media/PMR.png){fig-align=\"center\"}\n\n:::\n\n::::\n\n## `Last benchmark I promise...`\n\n\n![](media/TPS.png){height=\"50%\" width=\"50%\" }\n\n::: {.incremental}\n*Attention is all you need, so I thank you for yours!* 🤗\n:::\n\n","srcMarkdownNoYaml":"\n\n## `whoami`\n\n- My name is Matej\n- I'm a Master's student at the Brno University of Technology\n- I currently make GPUs go `brrrrrr` at Hugging Face 🤗\n\n## `What is Triton?`\n\n- NVIDIA's open-source programming language for GPU kernels\n- Designed for AI/ML workloads\n- Simplifies GPU programming compared to CUDA\n\n![](media/optim_scale.png){.center fig-align=\"center\"}\n\n## `Why Optimize with Triton?`\n\n- Simple yet effective\n- Less headache than CUDA\n- GPUs go `brrrrrrr` 🚀\n- Feel cool when your kernel is faster than PyTorch 😎\n\n## `Example Problem: KL Divergence`\n\n- commonly used in LLMs for knowledge distillation\n- for probability distributions $P$ and $Q$, the Kullback-Leibler divergence is defined as:\n\n$$\nD_{KL}(P \\| Q) = \\sum_{i} P_i \\log\\left(\\frac{P_i}{Q_i}\\right)\n$$\n\n\n```python\nimport torch\nfrom torch.nn.functional import kl_div\n\ndef kl_div_torch(p: torch.Tensor, q: torch.Tensor) -> torch.Tensor:\n    return kl_div(p, q, reduction='none')\n```\n\n## `How about Triton?`\n\n```python\nimport triton.language as tl\n\n@triton.jit\ndef kl_div_triton(\n    p_ptr, q_ptr, output_ptr, n_elements, BLOCK_SIZE: tl.constexpr\n):\n    pid = tl.program_id(0)\n    block_start = pid * BLOCK_SIZE\n    offsets = block_start + tl.arange(0, BLOCK_SIZE)\n    mask = offsets < n_elements\n    \n    p = tl.load(p_ptr + offsets, mask=mask)\n    q = tl.load(q_ptr + offsets, mask=mask)\n    \n    output = p * (tl.log(p) - tl.log(q))\n    \n    tl.store(output_ptr + offsets, output, mask=mask)\n```\n\n## `How to integrate with PyTorch?`\n\n- Triton works with pointers\n- How to use our custom kernel with PyTorch autograd?\n\n```python\nimport torch\n\nclass VectorAdd(torch.autograd.Function):\n    @staticmethod\n    def forward(ctx, p, q):\n        ctx.save_for_backward(q)\n        output = torch.empty_like(p)\n        grid = (len(p) + 512 - 1) // 512\n        kl_div_triton[grid](p, q, output, len(p), BLOCK_SIZE=512)\n        return output\n\n    @staticmethod\n    def backward(ctx, grad_output):\n        q = ctx.saved_tensors[0]\n        # Calculate gradients (another triton kernel)\n        return ...\n```\n\n## `Some benchmarks`\n\n- A KL Divergence kernel that is currently used in [Liger Kernel](https://github.com/linkedin/liger-kernel) written by @me\n\n:::: {.columns}\n\n::: {.column width=\"50%\"}\n\n![](media/kl_mem.png){.center fig-align=\"center\"}\n\n:::\n\n::: {.column width=\"50%\"}\n\n![](media/kl_speed.png){.center fig-align=\"center\"}\n\n:::\n\n::::\n\n## `Do I have to write everything?`\n\n- TLDR: No\n- Many cool projects already using Triton\n- Better Integration with PyTorch and even Hugging Face 🤗\n- Liger Kernel, Unsloth AI, etc.\n\n:::: {.columns}\n\n::: {.column width=\"50%\"}\n\n![](media/unsloth.png){.center fig-align=\"center\"}\n\n:::\n\n::: {.column width=\"50%\"}\n\n![](media/liger.png){.center fig-align=\"center\"}\n\n:::\n\n::::\n\n\n## `So how can I use this in my LLM? 🚀`\n\n- Liger Kernel is a great example, providing examples of how to integrate with Hugging Face 🤗 Trainer\n\n```diff\n- from transformers import AutoModelForCausalLM\n+ from liger_kernel.transformers import AutoLigerKernelForCausalLM\n\nmodel_path = \"meta-llama/Meta-Llama-3-8B-Instruct\"\n\n- model = AutoModelForCausalLM.from_pretrained(model_path)\n+ model = AutoLigerKernelForCausalLM.from_pretrained(model_path)\n\n# training/inference logic...\n```\n## `Key Optimization Techniques adapted by Liger Kernel`\n\n- Kernel Fusion\n- Domain-specific optimizations\n- Memory Access Patterns\n- Preemptive memory freeing\n   \n\n## `Aaand some more benchmarks 🚀`\n\n\n:::: {.columns}\n\n::: {.column width=\"50%\"}\n\n![](media/PMA.png){fig-align=\"center\"}\n\n:::\n\n::: {.column width=\"50%\"}\n\n![](media/PMR.png){fig-align=\"center\"}\n\n:::\n\n::::\n\n## `Last benchmark I promise...`\n\n\n![](media/TPS.png){height=\"50%\" width=\"50%\" }\n\n::: {.incremental}\n*Attention is all you need, so I thank you for yours!* 🤗\n:::\n\n"},"formats":{"revealjs":{"identifier":{"display-name":"RevealJS","target-format":"revealjs","base-format":"revealjs"},"execute":{"fig-width":10,"fig-height":5,"fig-format":"retina","fig-dpi":96,"df-print":"default","error":false,"eval":true,"cache":null,"freeze":false,"echo":false,"output":true,"warning":false,"include":true,"keep-md":false,"keep-ipynb":false,"ipynb":null,"enabled":null,"daemon":null,"daemon-restart":false,"debug":false,"ipynb-filters":[],"ipynb-shell-interactivity":null,"plotly-connected":true,"engine":"markdown"},"render":{"keep-tex":false,"keep-typ":false,"keep-source":false,"keep-hidden":false,"prefer-html":false,"output-divs":true,"output-ext":"html","fig-align":"default","fig-pos":null,"fig-env":null,"code-fold":"none","code-overflow":"scroll","code-link":false,"code-line-numbers":true,"code-tools":false,"tbl-colwidths":"auto","merge-includes":true,"inline-includes":false,"preserve-yaml":false,"latex-auto-mk":true,"latex-auto-install":true,"latex-clean":true,"latex-min-runs":1,"latex-max-runs":10,"latex-makeindex":"makeindex","latex-makeindex-opts":[],"latex-tlmgr-opts":[],"latex-input-paths":[],"latex-output-dir":null,"link-external-icon":false,"link-external-newwindow":false,"self-contained-math":false,"format-resources":[]},"pandoc":{"standalone":true,"wrap":"none","default-image-extension":"png","html-math-method":{"method":"mathjax","url":"https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.9/MathJax.js?config=TeX-AMS_HTML-full"},"slide-level":2,"to":"revealjs","output-file":"presentation.html"},"language":{"toc-title-document":"Table 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+++ b/src/.quarto/xref/71c10607
@@ -0,0 +1 @@
+{"entries":[],"headings":["whoami","what-is-triton","why-optimize-with-triton","example-problem-kl-divergence","how-about-triton","how-to-integrate-with-pytorch","some-benchmarks","do-i-have-to-write-everything","so-how-can-i-use-this-in-my-llm","key-optimization-techniques-adapted-by-liger-kernel","aaand-some-more-benchmarks","last-benchmark-i-promise..."]}
\ No newline at end of file
diff --git a/src/.quarto/xref/INDEX b/src/.quarto/xref/INDEX
new file mode 100644
index 0000000000000000000000000000000000000000..a4e43a23f154a7af5663b28d88aab82bfc9dae53
--- /dev/null
+++ b/src/.quarto/xref/INDEX
@@ -0,0 +1,29 @@
+{
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+    "presentation.html": "71c10607"
+  },
+  "index.qmd": {
+    "index.html": "25cbd04a"
+  },
+  "about.qmd": {
+    "about.html": "a0522ee9"
+  },
+  "notebooks/single_gpu.ipynb": {
+    "single_gpu.html": "d03698cf"
+  },
+  "notebooks/advanced_rag.qmd": {
+    "advanced_rag.html": "101dc32b"
+  },
+  "notebooks/rag_evaluation.qmd": {
+    "rag_evaluation.html": "087f23cb"
+  },
+  "notebooks/rag_zephyr_langchain.qmd": {
+    "rag_zephyr_langchain.html": "4e4a200c"
+  },
+  "notebooks/automatic_embedding.ipynb": {
+    "automatic_embedding.html": "698207b3"
+  },
+  "notebooks/faiss.ipynb": {
+    "faiss.html": "d34f3beb"
+  }
+}
\ No newline at end of file
diff --git a/src/.quarto/xref/a0522ee9 b/src/.quarto/xref/a0522ee9
new file mode 100644
index 0000000000000000000000000000000000000000..208374ba72de8724ff6a1523d362f26cdfde279a
--- /dev/null
+++ b/src/.quarto/xref/a0522ee9
@@ -0,0 +1 @@
+{"entries":[],"headings":[]}
\ No newline at end of file
diff --git a/src/.quarto/xref/d03698cf b/src/.quarto/xref/d03698cf
new file mode 100644
index 0000000000000000000000000000000000000000..88d0d3b622e8e74c9e5182a7bbafbad957bcbbf6
--- /dev/null
+++ b/src/.quarto/xref/d03698cf
@@ -0,0 +1 @@
+{"entries":[],"headings":["fine-tuning-a-code-llm-on-custom-code-on-a-single-gpu","dataset","model","prepare-the-data","prepare-the-model","train-the-model","inference"]}
\ No newline at end of file
diff --git a/src/.quarto/xref/d34f3beb b/src/.quarto/xref/d34f3beb
new file mode 100644
index 0000000000000000000000000000000000000000..5c77ae1bce3210173f5a108eb0b8007d2e890dec
--- /dev/null
+++ b/src/.quarto/xref/d34f3beb
@@ -0,0 +1 @@
+{"entries":[],"headings":["embedding-multimodal-data-for-similarity-search-using-transformers-datasets-and-faiss","querying-the-data-with-text-prompts","querying-the-data-with-image-prompts","saving-pushing-and-loading-the-embeddings"]}
\ No newline at end of file
diff --git a/src/_quarto.yml b/src/_quarto.yml
index 2e70c64491955971fcd2900640595a896ed6b636..88373b64cc65cad6dba3a3bc379463aeaba88a49 100644
--- a/src/_quarto.yml
+++ b/src/_quarto.yml
@@ -1,7 +1,7 @@
 project:
   type: website
 website:
-  title: "Open-Source AI Cookbook"
+  title: "Optimizing LLM Performance Using Triton"
   sidebar:
     style: "docked"
     search: true
@@ -12,26 +12,9 @@ website:
           - href: index.qmd
             text: About Quarto
       - section: "Open-Source AI Cookbook"
-        contents:
-        - section: "RAG Techniques"
-          contents:
-            - href: notebooks/rag_zephyr_langchain.qmd
-              text: "RAG Zephyr & LangChain"
-            - href: notebooks/advanced_rag.qmd
-              text: "Advanced RAG"
-            - href: notebooks/rag_evaluation.qmd
-              text: "RAG Evaluation"
-        - section: "Additional Techniques"
-          contents:
-            - href: notebooks/automatic_embedding.ipynb
-              text: "Automatic Embedding"
-            - href: notebooks/faiss.ipynb
-              text: "FAISS for Efficient Search"
-            - href: notebooks/single_gpu.ipynb
-              text: "Single GPU Optimization"
 
 format:
   html:
     theme: cosmo
     css: styles.css
-    toc: true
\ No newline at end of file
+    toc: true
diff --git a/src/_site/about.html b/src/_site/about.html
new file mode 100644
index 0000000000000000000000000000000000000000..d9ed4fdc7abd95e5faa22002241668eb7a67de49
--- /dev/null
+++ b/src/_site/about.html
@@ -0,0 +1,653 @@
+<!DOCTYPE html>
+<html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
+
+<meta charset="utf-8">
+<meta name="generator" content="quarto-1.6.40">
+
+<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
+
+
+<title>About – Open-Source AI Cookbook</title>
+<style>
+code{white-space: pre-wrap;}
+span.smallcaps{font-variant: small-caps;}
+div.columns{display: flex; gap: min(4vw, 1.5em);}
+div.column{flex: auto; overflow-x: auto;}
+div.hanging-indent{margin-left: 1.5em; text-indent: -1.5em;}
+ul.task-list{list-style: none;}
+ul.task-list li input[type="checkbox"] {
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+  margin: 0 0.8em 0.2em -1em; /* quarto-specific, see https://github.com/quarto-dev/quarto-cli/issues/4556 */ 
+  vertical-align: middle;
+}
+</style>
+
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+<script src="site_libs/quarto-nav/quarto-nav.js"></script>
+<script src="site_libs/quarto-nav/headroom.min.js"></script>
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+<script src="site_libs/quarto-search/autocomplete.umd.js"></script>
+<script src="site_libs/quarto-search/fuse.min.js"></script>
+<script src="site_libs/quarto-search/quarto-search.js"></script>
+<meta name="quarto:offset" content="./">
+<script src="site_libs/quarto-html/quarto.js"></script>
+<script src="site_libs/quarto-html/popper.min.js"></script>
+<script src="site_libs/quarto-html/tippy.umd.min.js"></script>
+<script src="site_libs/quarto-html/anchor.min.js"></script>
+<link href="site_libs/quarto-html/tippy.css" rel="stylesheet">
+<link href="site_libs/quarto-html/quarto-syntax-highlighting-549806ee2085284f45b00abea8c6df48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
+<script src="site_libs/bootstrap/bootstrap.min.js"></script>
+<link href="site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
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+<script id="quarto-search-options" type="application/json">{
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+    "search-more-match-text": "more match in this document",
+    "search-more-matches-text": "more matches in this document",
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+    "search-text-placeholder": "",
+    "search-detached-cancel-button-title": "Cancel",
+    "search-submit-button-title": "Submit",
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+
+
+<link rel="stylesheet" href="styles.css">
+</head>
+
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+
+<div id="quarto-search-results"></div>
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+  <nav class="quarto-secondary-nav">
+    <div class="container-fluid d-flex">
+      <button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" role="button" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
+        <i class="bi bi-layout-text-sidebar-reverse"></i>
+      </button>
+        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item">
+      Open-Source AI Cookbook
+      </li></ol></nav>
+        <a class="flex-grow-1" role="navigation" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">      
+        </a>
+      <button type="button" class="btn quarto-search-button" aria-label="Search" onclick="window.quartoOpenSearch();">
+        <i class="bi bi-search"></i>
+      </button>
+    </div>
+  </nav>
+</header>
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+<div id="quarto-content" class="quarto-container page-columns page-rows-contents page-layout-article">
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+    <div class="pt-lg-2 mt-2 text-left sidebar-header">
+    <div class="sidebar-title mb-0 py-0">
+      <a href="./">Open-Source AI Cookbook</a> 
+    </div>
+      </div>
+        <div class="mt-2 flex-shrink-0 align-items-center">
+        <div class="sidebar-search">
+        <div id="quarto-search" class="" title="Search"></div>
+        </div>
+        </div>
+    <div class="sidebar-menu-container"> 
+    <ul class="list-unstyled mt-1">
+        <li class="sidebar-item sidebar-item-section">
+      <div class="sidebar-item-container"> 
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-1" role="navigation" aria-expanded="true">
+ <span class="menu-text">About</span></a>
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-1" role="navigation" aria-expanded="true" aria-label="Toggle section">
+            <i class="bi bi-chevron-right ms-2"></i>
+          </a> 
+      </div>
+      <ul id="quarto-sidebar-section-1" class="collapse list-unstyled sidebar-section depth1 show">  
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./index.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">About Quarto</span></a>
+  </div>
+</li>
+      </ul>
+  </li>
+        <li class="sidebar-item sidebar-item-section">
+      <div class="sidebar-item-container"> 
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-2" role="navigation" aria-expanded="true">
+ <span class="menu-text">Open-Source AI Cookbook</span></a>
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-2" role="navigation" aria-expanded="true" aria-label="Toggle section">
+            <i class="bi bi-chevron-right ms-2"></i>
+          </a> 
+      </div>
+      <ul id="quarto-sidebar-section-2" class="collapse list-unstyled sidebar-section depth1 show">  
+          <li class="sidebar-item sidebar-item-section">
+      <div class="sidebar-item-container"> 
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" role="navigation" aria-expanded="true">
+ <span class="menu-text">RAG Techniques</span></a>
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" role="navigation" aria-expanded="true" aria-label="Toggle section">
+            <i class="bi bi-chevron-right ms-2"></i>
+          </a> 
+      </div>
+      <ul id="quarto-sidebar-section-3" class="collapse list-unstyled sidebar-section depth2 show">  
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./notebooks/rag_zephyr_langchain.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">RAG Zephyr &amp; LangChain</span></a>
+  </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./notebooks/advanced_rag.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Advanced RAG</span></a>
+  </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./notebooks/rag_evaluation.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">RAG Evaluation</span></a>
+  </div>
+</li>
+      </ul>
+  </li>
+          <li class="sidebar-item sidebar-item-section">
+      <div class="sidebar-item-container"> 
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true">
+ <span class="menu-text">Additional Techniques</span></a>
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true" aria-label="Toggle section">
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+      <ul id="quarto-sidebar-section-4" class="collapse list-unstyled sidebar-section depth2 show">  
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./notebooks/automatic_embedding.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Automatic Embedding</span></a>
+  </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./notebooks/faiss.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">FAISS for Efficient Search</span></a>
+  </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./notebooks/single_gpu.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Single GPU Optimization</span></a>
+  </div>
+</li>
+      </ul>
+  </li>
+      </ul>
+  </li>
+    </ul>
+    </div>
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+<main class="content" id="quarto-document-content">
+
+<header id="title-block-header" class="quarto-title-block default">
+<div class="quarto-title">
+<h1 class="title">About</h1>
+</div>
+
+
+
+<div class="quarto-title-meta">
+
+    
+  
+    
+  </div>
+  
+
+
+</header>
+
+
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+
+
+
+</main> <!-- /main -->
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+  <title>Optimizing LLM Performance Using Triton</title>
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+<section id="title-slide" class="quarto-title-block center">
+  <h1 class="title">Optimizing LLM Performance Using Triton</h1>
+
+<div class="quarto-title-authors">
+<div class="quarto-title-author">
+<div class="quarto-title-author-name">
+Matej Sirovatka 
+</div>
+</div>
+</div>
+
+  <p class="date">2025-02-21</p>
+</section>
+<section id="whoami" class="slide level2">
+<h2><code>whoami</code></h2>
+<ul>
+<li>My name is Matej</li>
+<li>I’m a Master’s student at the Brno University of Technology</li>
+<li>I currently make GPUs go <code>brrrrrr</code> at Hugging Face 🤗</li>
+</ul>
+</section>
+<section id="what-is-triton" class="slide level2">
+<h2><code>What is Triton?</code></h2>
+<ul>
+<li>NVIDIA’s open-source programming language for GPU kernels</li>
+<li>Designed for AI/ML workloads</li>
+<li>Simplifies GPU programming compared to CUDA</li>
+</ul>
+
+<img data-src="media/optim_scale.png" class="center quarto-figure quarto-figure-center r-stretch"></section>
+<section id="why-optimize-with-triton" class="slide level2">
+<h2><code>Why Optimize with Triton?</code></h2>
+<ul>
+<li>Simple yet effective</li>
+<li>Less headache than CUDA</li>
+<li>GPUs go <code>brrrrrrr</code> 🚀</li>
+<li>Feel cool when your kernel is faster than PyTorch 😎</li>
+</ul>
+</section>
+<section id="example-problem-kl-divergence" class="slide level2">
+<h2><code>Example Problem: KL Divergence</code></h2>
+<ul>
+<li>commonly used in LLMs for knowledge distillation</li>
+<li>for probability distributions <span class="math inline">\(P\)</span> and <span class="math inline">\(Q\)</span>, the Kullback-Leibler divergence is defined as:</li>
+</ul>
+<p><span class="math display">\[
+D_{KL}(P \| Q) = \sum_{i} P_i \log\left(\frac{P_i}{Q_i}\right)
+\]</span></p>
+<div class="sourceCode" id="cb1"><pre class="sourceCode numberSource python number-lines code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a></a><span class="im">import</span> torch</span>
+<span id="cb1-2"><a></a><span class="im">from</span> torch.nn.functional <span class="im">import</span> kl_div</span>
+<span id="cb1-3"><a></a></span>
+<span id="cb1-4"><a></a><span class="kw">def</span> kl_div_torch(p: torch.Tensor, q: torch.Tensor) <span class="op">-&gt;</span> torch.Tensor:</span>
+<span id="cb1-5"><a></a>    <span class="cf">return</span> kl_div(p, q, reduction<span class="op">=</span><span class="st">'none'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</section>
+<section id="how-about-triton" class="slide level2">
+<h2><code>How about Triton?</code></h2>
+<div class="sourceCode" id="cb2"><pre class="sourceCode numberSource python number-lines code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a></a><span class="im">import</span> triton.language <span class="im">as</span> tl</span>
+<span id="cb2-2"><a></a></span>
+<span id="cb2-3"><a></a><span class="at">@triton.jit</span></span>
+<span id="cb2-4"><a></a><span class="kw">def</span> kl_div_triton(</span>
+<span id="cb2-5"><a></a>    p_ptr, q_ptr, output_ptr, n_elements, BLOCK_SIZE: tl.constexpr</span>
+<span id="cb2-6"><a></a>):</span>
+<span id="cb2-7"><a></a>    pid <span class="op">=</span> tl.program_id(<span class="dv">0</span>)</span>
+<span id="cb2-8"><a></a>    block_start <span class="op">=</span> pid <span class="op">*</span> BLOCK_SIZE</span>
+<span id="cb2-9"><a></a>    offsets <span class="op">=</span> block_start <span class="op">+</span> tl.arange(<span class="dv">0</span>, BLOCK_SIZE)</span>
+<span id="cb2-10"><a></a>    mask <span class="op">=</span> offsets <span class="op">&lt;</span> n_elements</span>
+<span id="cb2-11"><a></a>    </span>
+<span id="cb2-12"><a></a>    p <span class="op">=</span> tl.load(p_ptr <span class="op">+</span> offsets, mask<span class="op">=</span>mask)</span>
+<span id="cb2-13"><a></a>    q <span class="op">=</span> tl.load(q_ptr <span class="op">+</span> offsets, mask<span class="op">=</span>mask)</span>
+<span id="cb2-14"><a></a>    </span>
+<span id="cb2-15"><a></a>    output <span class="op">=</span> p <span class="op">*</span> (tl.log(p) <span class="op">-</span> tl.log(q))</span>
+<span id="cb2-16"><a></a>    </span>
+<span id="cb2-17"><a></a>    tl.store(output_ptr <span class="op">+</span> offsets, output, mask<span class="op">=</span>mask)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</section>
+<section id="how-to-integrate-with-pytorch" class="slide level2">
+<h2><code>How to integrate with PyTorch?</code></h2>
+<ul>
+<li>Triton works with pointers</li>
+<li>How to use our custom kernel with PyTorch autograd?</li>
+</ul>
+<div class="sourceCode" id="cb3"><pre class="sourceCode numberSource python number-lines code-with-copy"><code class="sourceCode python"><span id="cb3-1"><a></a><span class="im">import</span> torch</span>
+<span id="cb3-2"><a></a></span>
+<span id="cb3-3"><a></a><span class="kw">class</span> VectorAdd(torch.autograd.Function):</span>
+<span id="cb3-4"><a></a>    <span class="at">@staticmethod</span></span>
+<span id="cb3-5"><a></a>    <span class="kw">def</span> forward(ctx, p, q):</span>
+<span id="cb3-6"><a></a>        ctx.save_for_backward(q)</span>
+<span id="cb3-7"><a></a>        output <span class="op">=</span> torch.empty_like(p)</span>
+<span id="cb3-8"><a></a>        grid <span class="op">=</span> (<span class="bu">len</span>(p) <span class="op">+</span> <span class="dv">512</span> <span class="op">-</span> <span class="dv">1</span>) <span class="op">//</span> <span class="dv">512</span></span>
+<span id="cb3-9"><a></a>        kl_div_triton[grid](p, q, output, <span class="bu">len</span>(p), BLOCK_SIZE<span class="op">=</span><span class="dv">512</span>)</span>
+<span id="cb3-10"><a></a>        <span class="cf">return</span> output</span>
+<span id="cb3-11"><a></a></span>
+<span id="cb3-12"><a></a>    <span class="at">@staticmethod</span></span>
+<span id="cb3-13"><a></a>    <span class="kw">def</span> backward(ctx, grad_output):</span>
+<span id="cb3-14"><a></a>        q <span class="op">=</span> ctx.saved_tensors[<span class="dv">0</span>]</span>
+<span id="cb3-15"><a></a>        <span class="co"># Calculate gradients (another triton kernel)</span></span>
+<span id="cb3-16"><a></a>        <span class="cf">return</span> ...</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</section>
+<section id="some-benchmarks" class="slide level2">
+<h2><code>Some benchmarks</code></h2>
+<ul>
+<li>A KL Divergence kernel that is currently used in <a href="https://github.com/linkedin/liger-kernel">Liger Kernel</a> written by <span class="citation" data-cites="me">@me</span></li>
+</ul>
+<div class="columns">
+<div class="column" style="width:50%;">
+<div class="quarto-figure quarto-figure-center">
+<figure>
+<p><img data-src="media/kl_mem.png" class="center quarto-figure quarto-figure-center"></p>
+</figure>
+</div>
+</div><div class="column" style="width:50%;">
+<div class="quarto-figure quarto-figure-center">
+<figure>
+<p><img data-src="media/kl_speed.png" class="center quarto-figure quarto-figure-center"></p>
+</figure>
+</div>
+</div></div>
+</section>
+<section id="do-i-have-to-write-everything" class="slide level2">
+<h2><code>Do I have to write everything?</code></h2>
+<ul>
+<li>TLDR: No</li>
+<li>Many cool projects already using Triton</li>
+<li>Better Integration with PyTorch and even Hugging Face 🤗</li>
+<li>Liger Kernel, Unsloth AI, etc.</li>
+</ul>
+<div class="columns">
+<div class="column" style="width:50%;">
+<div class="quarto-figure quarto-figure-center">
+<figure>
+<p><img data-src="media/unsloth.png" class="center quarto-figure quarto-figure-center"></p>
+</figure>
+</div>
+</div><div class="column" style="width:50%;">
+<div class="quarto-figure quarto-figure-center">
+<figure>
+<p><img data-src="media/liger.png" class="center quarto-figure quarto-figure-center"></p>
+</figure>
+</div>
+</div></div>
+</section>
+<section id="so-how-can-i-use-this-in-my-llm" class="slide level2">
+<h2><code>So how can I use this in my LLM? 🚀</code></h2>
+<ul>
+<li>Liger Kernel is a great example, providing examples of how to integrate with Hugging Face 🤗 Trainer</li>
+</ul>
+<div class="sourceCode" id="cb4"><pre class="sourceCode numberSource diff number-lines code-with-copy"><code class="sourceCode diff"><span id="cb4-1"><a></a><span class="st">- from transformers import AutoModelForCausalLM</span></span>
+<span id="cb4-2"><a></a><span class="va">+ from liger_kernel.transformers import AutoLigerKernelForCausalLM</span></span>
+<span id="cb4-3"><a></a></span>
+<span id="cb4-4"><a></a>model_path = "meta-llama/Meta-Llama-3-8B-Instruct"</span>
+<span id="cb4-5"><a></a></span>
+<span id="cb4-6"><a></a><span class="st">- model = AutoModelForCausalLM.from_pretrained(model_path)</span></span>
+<span id="cb4-7"><a></a><span class="va">+ model = AutoLigerKernelForCausalLM.from_pretrained(model_path)</span></span>
+<span id="cb4-8"><a></a></span>
+<span id="cb4-9"><a></a># training/inference logic...</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</section>
+<section id="key-optimization-techniques-adapted-by-liger-kernel" class="slide level2">
+<h2><code>Key Optimization Techniques adapted by Liger Kernel</code></h2>
+<ul>
+<li>Kernel Fusion</li>
+<li>Domain-specific optimizations</li>
+<li>Memory Access Patterns</li>
+<li>Preemptive memory freeing</li>
+</ul>
+</section>
+<section id="aaand-some-more-benchmarks" class="slide level2">
+<h2><code>Aaand some more benchmarks 🚀</code></h2>
+<div class="columns">
+<div class="column" style="width:50%;">
+<div class="quarto-figure quarto-figure-center">
+<figure>
+<p><img data-src="media/PMA.png" class="quarto-figure quarto-figure-center"></p>
+</figure>
+</div>
+</div><div class="column" style="width:50%;">
+<div class="quarto-figure quarto-figure-center">
+<figure>
+<p><img data-src="media/PMR.png" class="quarto-figure quarto-figure-center"></p>
+</figure>
+</div>
+</div></div>
+</section>
+<section id="last-benchmark-i-promise..." class="slide level2">
+<h2><code>Last benchmark I promise...</code></h2>
+<p><img data-src="media/TPS.png" style="width:50.0%;height:50.0%"></p>
+<div>
+<p><em>Attention is all you need, so I thank you for yours!</em> 🤗</p>
+</div>
+
+
+</section>
+    </div>
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+   
+  <ul>
+  <li><a href="#load-your-knowledge-base" id="toc-load-your-knowledge-base" class="nav-link active" data-scroll-target="#load-your-knowledge-base">Load your knowledge base</a></li>
+  <li><a href="#retriever---embeddings" id="toc-retriever---embeddings" class="nav-link" data-scroll-target="#retriever---embeddings">1. Retriever - embeddings 🗂️</a>
+  <ul class="collapse">
+  <li><a href="#split-the-documents-into-chunks" id="toc-split-the-documents-into-chunks" class="nav-link" data-scroll-target="#split-the-documents-into-chunks">1.1 Split the documents into chunks</a></li>
+  <li><a href="#building-the-vector-database" id="toc-building-the-vector-database" class="nav-link" data-scroll-target="#building-the-vector-database">1.2 Building the vector database</a></li>
+  </ul></li>
+  <li><a href="#reader---llm" id="toc-reader---llm" class="nav-link" data-scroll-target="#reader---llm">2. Reader - LLM 💬</a>
+  <ul class="collapse">
+  <li><a href="#reader-model" id="toc-reader-model" class="nav-link" data-scroll-target="#reader-model">2.1. Reader model</a></li>
+  <li><a href="#prompt" id="toc-prompt" class="nav-link" data-scroll-target="#prompt">2.2. Prompt</a></li>
+  <li><a href="#reranking" id="toc-reranking" class="nav-link" data-scroll-target="#reranking">2.3. Reranking</a></li>
+  </ul></li>
+  <li><a href="#assembling-it-all" id="toc-assembling-it-all" class="nav-link" data-scroll-target="#assembling-it-all">3. Assembling it all!</a></li>
+  <li><a href="#to-go-further" id="toc-to-go-further" class="nav-link" data-scroll-target="#to-go-further">To go further 🗺️</a>
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+  <li><a href="#setting-up-an-evaluation-pipeline" id="toc-setting-up-an-evaluation-pipeline" class="nav-link" data-scroll-target="#setting-up-an-evaluation-pipeline">Setting up an evaluation pipeline</a></li>
+  <li><a href="#improving-the-retriever" id="toc-improving-the-retriever" class="nav-link" data-scroll-target="#improving-the-retriever">Improving the retriever</a></li>
+  <li><a href="#improving-the-reader" id="toc-improving-the-reader" class="nav-link" data-scroll-target="#improving-the-reader">Improving the reader</a></li>
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+
+<header id="title-block-header" class="quarto-title-block default"><nav class="quarto-page-breadcrumbs quarto-title-breadcrumbs d-none d-lg-block" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item">Open-Source AI Cookbook</li><li class="breadcrumb-item"><a href="../notebooks/rag_zephyr_langchain.html">RAG Techniques</a></li><li class="breadcrumb-item"><a href="../notebooks/advanced_rag.html">Advanced RAG</a></li></ol></nav>
+<div class="quarto-title">
+<h1 class="title">Advanced RAG</h1>
+</div>
+
+
+
+<div class="quarto-title-meta">
+
+    
+  
+    
+  </div>
+  
+
+
+</header>
+
+
+<p>This notebook demonstrates how you can build an advanced RAG (Retrieval Augmented Generation) for answering a user’s question about a specific knowledge base (here, the HuggingFace documentation), using LangChain.</p>
+<p>For an introduction to RAG, you can check <a href="../notebooks/rag_zephyr_langchain.html">this other cookbook</a>!</p>
+<p>RAG systems are complex, with many moving parts: here a RAG diagram, where we noted in blue all possibilities for system enhancement:</p>
+<p><img src="https://huggingface.co/datasets/huggingface/cookbook-images/resolve/main/RAG_workflow.png" height="700"></p>
+<div class="callout callout-style-default callout-note callout-titled">
+<div class="callout-header d-flex align-content-center">
+<div class="callout-icon-container">
+<i class="callout-icon"></i>
+</div>
+<div class="callout-title-container flex-fill">
+Note
+</div>
+</div>
+<div class="callout-body-container callout-body">
+<p>💡 As you can see, there are many steps to tune in this architecture: tuning the system properly will yield significant performance gains.</p>
+</div>
+</div>
+<p>In this notebook, we will take a look into many of these blue notes to see how to tune your RAG system and get the best performance.</p>
+<p><strong>Let’s dig into the model building!</strong> First, we install the required model dependancies.</p>
+<div id="7d75abe1" class="cell" data-execution_count="1">
+<div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="op">!</span>pip install <span class="op">-</span>q torch transformers transformers accelerate bitsandbytes langchain sentence<span class="op">-</span>transformers faiss<span class="op">-</span>gpu openpyxl pacmap</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="2a33957c" class="cell" data-execution_count="2">
+<div class="sourceCode cell-code" id="cb2"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="op">%</span>reload_ext dotenv</span>
+<span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a><span class="op">%</span>dotenv</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="d3507708" class="cell" data-execution_count="3">
+<div class="sourceCode cell-code" id="annotated-cell-3"><pre class="sourceCode python code-annotation-code code-with-copy code-annotated"><code class="sourceCode python"><span id="annotated-cell-3-1"><a href="#annotated-cell-3-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> tqdm.notebook <span class="im">import</span> tqdm</span>
+<span id="annotated-cell-3-2"><a href="#annotated-cell-3-2" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> pandas <span class="im">as</span> pd</span>
+<span id="annotated-cell-3-3"><a href="#annotated-cell-3-3" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> typing <span class="im">import</span> Optional, List, Tuple</span>
+<span id="annotated-cell-3-4"><a href="#annotated-cell-3-4" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> datasets <span class="im">import</span> Dataset</span>
+<span id="annotated-cell-3-5"><a href="#annotated-cell-3-5" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> matplotlib.pyplot <span class="im">as</span> plt</span>
+<span id="annotated-cell-3-6"><a href="#annotated-cell-3-6" aria-hidden="true" tabindex="-1"></a></span>
+<span id="annotated-cell-3-7"><a href="#annotated-cell-3-7" aria-hidden="true" tabindex="-1"></a>pd.set_option(</span>
+<button class="code-annotation-anchor" data-target-cell="annotated-cell-3" data-target-annotation="1">1</button><span id="annotated-cell-3-8" class="code-annotation-target"><a href="#annotated-cell-3-8" aria-hidden="true" tabindex="-1"></a>    <span class="st">"display.max_colwidth"</span>, <span class="va">None</span></span>
+<span id="annotated-cell-3-9"><a href="#annotated-cell-3-9" aria-hidden="true" tabindex="-1"></a>) </span><div class="code-annotation-gutter-bg"></div><div class="code-annotation-gutter"></div></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-annotation">
+<dl class="code-annotation-container-hidden code-annotation-container-grid">
+<dt data-target-cell="annotated-cell-3" data-target-annotation="1">1</dt>
+<dd>
+<span data-code-cell="annotated-cell-3" data-code-lines="8" data-code-annotation="1">This will be helpful when visualizing retriever outputs</span>
+</dd>
+</dl>
+</div>
+</div>
+<section id="load-your-knowledge-base" class="level3">
+<h3 class="anchored" data-anchor-id="load-your-knowledge-base">Load your knowledge base</h3>
+<div id="acfee5b8" class="cell" data-execution_count="4">
+<div class="sourceCode cell-code" id="cb3"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> datasets</span>
+<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a>ds <span class="op">=</span> datasets.load_dataset(<span class="st">"m-ric/huggingface_doc"</span>, split<span class="op">=</span><span class="st">"train"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="40339fbc" class="cell" data-execution_count="5">
+<div class="sourceCode cell-code" id="cb4"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain.docstore.document <span class="im">import</span> Document <span class="im">as</span> LangchainDocument</span>
+<span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb4-3"><a href="#cb4-3" aria-hidden="true" tabindex="-1"></a>RAW_KNOWLEDGE_BASE <span class="op">=</span> [</span>
+<span id="cb4-4"><a href="#cb4-4" aria-hidden="true" tabindex="-1"></a>    LangchainDocument(page_content<span class="op">=</span>doc[<span class="st">"text"</span>], metadata<span class="op">=</span>{<span class="st">"source"</span>: doc[<span class="st">"source"</span>]})</span>
+<span id="cb4-5"><a href="#cb4-5" aria-hidden="true" tabindex="-1"></a>    <span class="cf">for</span> doc <span class="kw">in</span> tqdm(ds)</span>
+<span id="cb4-6"><a href="#cb4-6" aria-hidden="true" tabindex="-1"></a>]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="retriever---embeddings" class="level1">
+<h1>1. Retriever - embeddings 🗂️</h1>
+<p>The <strong>retriever acts like an internal search engine</strong>: given the user query, it returns a few relevant snippets from your knowledge base.</p>
+<p>These snippets will then be fed to the Reader Model to help it generate its answer.</p>
+<p>So <strong>our objective here is, given a user question, to find the most snippets from our knowledge base to answer that question.</strong></p>
+<p>This is a wide objective, it leaves open some questions. How many snippets should we retrieve? This parameter will be named <code>top_k</code>.</p>
+<p>How long should these snippets be? This is called the <code>chunk size</code>. There’s no one-size-fits-all answers, but here are a few elements: - 🔀 Your <code>chunk size</code> is allowed to vary from one snippet to the other. - Since there will always be some noise in your retrieval, increasing the <code>top_k</code> increases the chance to get relevant elements in your retrieved snippets. 🎯 Shooting more arrows increases your probability to hit your target. - Meanwhile, the summed length of your retrieved documents should not be too high: for instance, for most current models 16k tokens will probably drown your Reader model in information due to <a href="https://huggingface.co/papers/2307.03172">Lost-in-the-middle phenomenon</a>. 🎯 Give your reader model only the most relevant insights, not a huge pile of books!</p>
+<div class="callout callout-style-default callout-note callout-titled">
+<div class="callout-header d-flex align-content-center">
+<div class="callout-icon-container">
+<i class="callout-icon"></i>
+</div>
+<div class="callout-title-container flex-fill">
+Note
+</div>
+</div>
+<div class="callout-body-container callout-body">
+<p>In this notebook, we use Langchain library since <strong>it offers a huge variety of options for vector databases and allows us to keep document metadata throughout the processing</strong>.</p>
+</div>
+</div>
+<section id="split-the-documents-into-chunks" class="level3">
+<h3 class="anchored" data-anchor-id="split-the-documents-into-chunks">1.1 Split the documents into chunks</h3>
+<ul>
+<li>In this part, <strong>we split the documents from our knowledge base into smaller chunks</strong> which will be the snippets on which the reader LLM will base its answer.</li>
+<li>The goal is to prepare a collection of <strong>semantically relevant snippets</strong>. So their size should be adapted to precise ideas: too small will truncate ideas, too large will dilute them.</li>
+</ul>
+<div class="callout callout-style-default callout-tip callout-titled">
+<div class="callout-header d-flex align-content-center">
+<div class="callout-icon-container">
+<i class="callout-icon"></i>
+</div>
+<div class="callout-title-container flex-fill">
+Tip
+</div>
+</div>
+<div class="callout-body-container callout-body">
+<p>💡 Many options exist for text splitting: splitting on words, on sentence boundaries, recursive chunking that processes documents in a tree-like way to preserve structure information… To learn more about chunking, I recommend you read <a href="https://github.com/FullStackRetrieval-com/RetrievalTutorials/blob/main/5_Levels_Of_Text_Splitting.ipynb">this great notebook</a> by Greg Kamradt.</p>
+</div>
+</div>
+<ul>
+<li><strong>Recursive chunking</strong> breaks down the text into smaller parts step by step using a given list of separators sorted from the most important to the least important separator. If the first split doesn’t give the right size or shape chunks, the method repeats itself on the new chunks using a different separator. For instance with the list of separators <code>["\n\n", "\n", ".", ""]</code>:
+<ul>
+<li>The method will first break down the document wherever there is a double line break <code>"\n\n"</code>.</li>
+<li>Resulting documents will be split again on simple line breaks <code>"\n"</code>, then on sentence ends <code>"."</code>.</li>
+<li>And finally, if some chunks are still too big, they will be split whenever they overflow the maximum size.</li>
+</ul></li>
+<li>With this method, the global structure is well preserved, at the expense of getting slight variations in chunk size.</li>
+</ul>
+<blockquote class="blockquote">
+<p><a href="https://huggingface.co/spaces/A-Roucher/chunk_visualizer">This space</a> lets you visualize how different splitting options affect the chunks you get.</p>
+</blockquote>
+<p>🔬 Let’s experiment a bit with chunk sizes, beginning with an arbitrary size, and see how splits work. We use Langchain’s implementation of recursive chunking with <code>RecursiveCharacterTextSplitter</code>. - Parameter <code>chunk_size</code> controls the length of individual chunks: this length is counted by default as the number of characters in the chunk. - Parameter <code>chunk_overlap</code> lets adjacent chunks get a bit of overlap on each other. This reduces the probability that an idea could be cut in half by the split between two adjacent chunks. We ~arbitrarily set this to 1/10th of the chunk size, you could try different values!</p>
+<div id="7a7ac95d" class="cell" data-execution_count="6">
+<div class="sourceCode cell-code" id="annotated-cell-6"><pre class="sourceCode python code-annotation-code code-with-copy code-annotated"><code class="sourceCode python"><span id="annotated-cell-6-1"><a href="#annotated-cell-6-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain.text_splitter <span class="im">import</span> RecursiveCharacterTextSplitter</span>
+<span id="annotated-cell-6-2"><a href="#annotated-cell-6-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="annotated-cell-6-3"><a href="#annotated-cell-6-3" aria-hidden="true" tabindex="-1"></a><span class="co"># We use a hierarchical list of separators specifically tailored for splitting Markdown documents</span></span>
+<span id="annotated-cell-6-4"><a href="#annotated-cell-6-4" aria-hidden="true" tabindex="-1"></a><span class="co"># This list is taken from LangChain's MarkdownTextSplitter class.</span></span>
+<span id="annotated-cell-6-5"><a href="#annotated-cell-6-5" aria-hidden="true" tabindex="-1"></a>MARKDOWN_SEPARATORS <span class="op">=</span> [</span>
+<span id="annotated-cell-6-6"><a href="#annotated-cell-6-6" aria-hidden="true" tabindex="-1"></a>    <span class="st">"</span><span class="ch">\n</span><span class="st">#{1,6} "</span>,</span>
+<span id="annotated-cell-6-7"><a href="#annotated-cell-6-7" aria-hidden="true" tabindex="-1"></a>    <span class="st">"```</span><span class="ch">\n</span><span class="st">"</span>,</span>
+<span id="annotated-cell-6-8"><a href="#annotated-cell-6-8" aria-hidden="true" tabindex="-1"></a>    <span class="st">"</span><span class="ch">\n\\</span><span class="st">*</span><span class="ch">\\</span><span class="st">*</span><span class="ch">\\</span><span class="st">*+</span><span class="ch">\n</span><span class="st">"</span>,</span>
+<span id="annotated-cell-6-9"><a href="#annotated-cell-6-9" aria-hidden="true" tabindex="-1"></a>    <span class="st">"</span><span class="ch">\n</span><span class="st">---+</span><span class="ch">\n</span><span class="st">"</span>,</span>
+<span id="annotated-cell-6-10"><a href="#annotated-cell-6-10" aria-hidden="true" tabindex="-1"></a>    <span class="st">"</span><span class="ch">\n</span><span class="st">___+</span><span class="ch">\n</span><span class="st">"</span>,</span>
+<span id="annotated-cell-6-11"><a href="#annotated-cell-6-11" aria-hidden="true" tabindex="-1"></a>    <span class="st">"</span><span class="ch">\n\n</span><span class="st">"</span>,</span>
+<span id="annotated-cell-6-12"><a href="#annotated-cell-6-12" aria-hidden="true" tabindex="-1"></a>    <span class="st">"</span><span class="ch">\n</span><span class="st">"</span>,</span>
+<span id="annotated-cell-6-13"><a href="#annotated-cell-6-13" aria-hidden="true" tabindex="-1"></a>    <span class="st">" "</span>,</span>
+<span id="annotated-cell-6-14"><a href="#annotated-cell-6-14" aria-hidden="true" tabindex="-1"></a>    <span class="st">""</span>,</span>
+<span id="annotated-cell-6-15"><a href="#annotated-cell-6-15" aria-hidden="true" tabindex="-1"></a>]</span>
+<span id="annotated-cell-6-16"><a href="#annotated-cell-6-16" aria-hidden="true" tabindex="-1"></a></span>
+<span id="annotated-cell-6-17"><a href="#annotated-cell-6-17" aria-hidden="true" tabindex="-1"></a>text_splitter <span class="op">=</span> RecursiveCharacterTextSplitter(</span>
+<button class="code-annotation-anchor" data-target-cell="annotated-cell-6" data-target-annotation="1">1</button><span id="annotated-cell-6-18" class="code-annotation-target"><a href="#annotated-cell-6-18" aria-hidden="true" tabindex="-1"></a>    chunk_size<span class="op">=</span><span class="dv">1000</span>,</span>
+<button class="code-annotation-anchor" data-target-cell="annotated-cell-6" data-target-annotation="2">2</button><span id="annotated-cell-6-19" class="code-annotation-target"><a href="#annotated-cell-6-19" aria-hidden="true" tabindex="-1"></a>    chunk_overlap<span class="op">=</span><span class="dv">100</span>,</span>
+<button class="code-annotation-anchor" data-target-cell="annotated-cell-6" data-target-annotation="3">3</button><span id="annotated-cell-6-20" class="code-annotation-target"><a href="#annotated-cell-6-20" aria-hidden="true" tabindex="-1"></a>    add_start_index<span class="op">=</span><span class="va">True</span>,</span>
+<button class="code-annotation-anchor" data-target-cell="annotated-cell-6" data-target-annotation="4">4</button><span id="annotated-cell-6-21" class="code-annotation-target"><a href="#annotated-cell-6-21" aria-hidden="true" tabindex="-1"></a>    strip_whitespace<span class="op">=</span><span class="va">True</span>,</span>
+<span id="annotated-cell-6-22"><a href="#annotated-cell-6-22" aria-hidden="true" tabindex="-1"></a>    separators<span class="op">=</span>MARKDOWN_SEPARATORS,</span>
+<span id="annotated-cell-6-23"><a href="#annotated-cell-6-23" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="annotated-cell-6-24"><a href="#annotated-cell-6-24" aria-hidden="true" tabindex="-1"></a></span>
+<span id="annotated-cell-6-25"><a href="#annotated-cell-6-25" aria-hidden="true" tabindex="-1"></a>docs_processed <span class="op">=</span> []</span>
+<span id="annotated-cell-6-26"><a href="#annotated-cell-6-26" aria-hidden="true" tabindex="-1"></a><span class="cf">for</span> doc <span class="kw">in</span> RAW_KNOWLEDGE_BASE:</span>
+<span id="annotated-cell-6-27"><a href="#annotated-cell-6-27" aria-hidden="true" tabindex="-1"></a>    docs_processed <span class="op">+=</span> text_splitter.split_documents([doc])</span><div class="code-annotation-gutter-bg"></div><div class="code-annotation-gutter"></div></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-annotation">
+<dl class="code-annotation-container-hidden code-annotation-container-grid">
+<dt data-target-cell="annotated-cell-6" data-target-annotation="1">1</dt>
+<dd>
+<span data-code-cell="annotated-cell-6" data-code-lines="18" data-code-annotation="1">The maximum number of characters in a chunk: we selected this value arbitrally</span>
+</dd>
+<dt data-target-cell="annotated-cell-6" data-target-annotation="2">2</dt>
+<dd>
+<span data-code-cell="annotated-cell-6" data-code-lines="19" data-code-annotation="2">The number of characters to overlap between chunks</span>
+</dd>
+<dt data-target-cell="annotated-cell-6" data-target-annotation="3">3</dt>
+<dd>
+<span data-code-cell="annotated-cell-6" data-code-lines="20" data-code-annotation="3">If <code>True</code>, includes chunk’s start index in metadata</span>
+</dd>
+<dt data-target-cell="annotated-cell-6" data-target-annotation="4">4</dt>
+<dd>
+<span data-code-cell="annotated-cell-6" data-code-lines="21" data-code-annotation="4">If <code>True</code>, strips whitespace from the start and end of every document</span>
+</dd>
+</dl>
+</div>
+</div>
+<p>We also have to keep in mind that when embedding documents, we will use an embedding model that has accepts a certain maximum sequence length <code>max_seq_length</code>.</p>
+<p>So we should make sure that our chunk sizes are below this limit, because any longer chunk will be truncated before processing, thus losing relevancy.</p>
+<div id="174a0a05" class="cell" data-execution_count="7">
+<div class="sourceCode cell-code" id="cb5"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> sentence_transformers <span class="im">import</span> SentenceTransformer</span>
+<span id="cb5-2"><a href="#cb5-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-3"><a href="#cb5-3" aria-hidden="true" tabindex="-1"></a><span class="co"># To get the value of the max sequence_length, we will query the underlying `SentenceTransformer` object used in the RecursiveCharacterTextSplitter.</span></span>
+<span id="cb5-4"><a href="#cb5-4" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(</span>
+<span id="cb5-5"><a href="#cb5-5" aria-hidden="true" tabindex="-1"></a>    <span class="ss">f"Model's maximum sequence length: </span><span class="sc">{</span>SentenceTransformer(<span class="st">'thenlper/gte-small'</span>)<span class="sc">.</span>max_seq_length<span class="sc">}</span><span class="ss">"</span></span>
+<span id="cb5-6"><a href="#cb5-6" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb5-7"><a href="#cb5-7" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-8"><a href="#cb5-8" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> transformers <span class="im">import</span> AutoTokenizer</span>
+<span id="cb5-9"><a href="#cb5-9" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-10"><a href="#cb5-10" aria-hidden="true" tabindex="-1"></a>tokenizer <span class="op">=</span> AutoTokenizer.from_pretrained(<span class="st">"thenlper/gte-small"</span>)</span>
+<span id="cb5-11"><a href="#cb5-11" aria-hidden="true" tabindex="-1"></a>lengths <span class="op">=</span> [<span class="bu">len</span>(tokenizer.encode(doc.page_content)) <span class="cf">for</span> doc <span class="kw">in</span> tqdm(docs_processed)]</span>
+<span id="cb5-12"><a href="#cb5-12" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-13"><a href="#cb5-13" aria-hidden="true" tabindex="-1"></a><span class="co"># Plot the distrubution of document lengths, counted as the number of tokens</span></span>
+<span id="cb5-14"><a href="#cb5-14" aria-hidden="true" tabindex="-1"></a>fig <span class="op">=</span> pd.Series(lengths).hist()</span>
+<span id="cb5-15"><a href="#cb5-15" aria-hidden="true" tabindex="-1"></a>plt.title(<span class="st">"Distribution of document lengths in the knowledge base (in count of tokens)"</span>)</span>
+<span id="cb5-16"><a href="#cb5-16" aria-hidden="true" tabindex="-1"></a>plt.show()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>👀 As you can see, <strong>the chunk lengths are not aligned with our limit of 512 tokens</strong>, and some documents are above the limit, thus some part of them will be lost in truncation! - So we should change the <code>RecursiveCharacterTextSplitter</code> class to count length in number of tokens instead of number of characters. - Then we can choose a specific chunk size, here we would choose a lower threshold than 512: - smaller documents could allow the split to focus more on specific ideas. - But too small chunks would split sentences in half, thus losing meaning again: the proper tuning is a matter of balance.</p>
+<div id="2fa8715e" class="cell" data-execution_count="8">
+<div class="sourceCode cell-code" id="cb6"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain.text_splitter <span class="im">import</span> RecursiveCharacterTextSplitter</span>
+<span id="cb6-2"><a href="#cb6-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> transformers <span class="im">import</span> AutoTokenizer</span>
+<span id="cb6-3"><a href="#cb6-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb6-4"><a href="#cb6-4" aria-hidden="true" tabindex="-1"></a>EMBEDDING_MODEL_NAME <span class="op">=</span> <span class="st">"thenlper/gte-small"</span></span>
+<span id="cb6-5"><a href="#cb6-5" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb6-6"><a href="#cb6-6" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb6-7"><a href="#cb6-7" aria-hidden="true" tabindex="-1"></a><span class="kw">def</span> split_documents(</span>
+<span id="cb6-8"><a href="#cb6-8" aria-hidden="true" tabindex="-1"></a>    chunk_size: <span class="bu">int</span>,</span>
+<span id="cb6-9"><a href="#cb6-9" aria-hidden="true" tabindex="-1"></a>    knowledge_base: List[LangchainDocument],</span>
+<span id="cb6-10"><a href="#cb6-10" aria-hidden="true" tabindex="-1"></a>    tokenizer_name: Optional[<span class="bu">str</span>] <span class="op">=</span> EMBEDDING_MODEL_NAME,</span>
+<span id="cb6-11"><a href="#cb6-11" aria-hidden="true" tabindex="-1"></a>) <span class="op">-&gt;</span> List[LangchainDocument]:</span>
+<span id="cb6-12"><a href="#cb6-12" aria-hidden="true" tabindex="-1"></a>    <span class="co">"""</span></span>
+<span id="cb6-13"><a href="#cb6-13" aria-hidden="true" tabindex="-1"></a><span class="co">    Split documents into chunks of maximum size `chunk_size` tokens and return a list of documents.</span></span>
+<span id="cb6-14"><a href="#cb6-14" aria-hidden="true" tabindex="-1"></a><span class="co">    """</span></span>
+<span id="cb6-15"><a href="#cb6-15" aria-hidden="true" tabindex="-1"></a>    text_splitter <span class="op">=</span> RecursiveCharacterTextSplitter.from_huggingface_tokenizer(</span>
+<span id="cb6-16"><a href="#cb6-16" aria-hidden="true" tabindex="-1"></a>        AutoTokenizer.from_pretrained(tokenizer_name),</span>
+<span id="cb6-17"><a href="#cb6-17" aria-hidden="true" tabindex="-1"></a>        chunk_size<span class="op">=</span>chunk_size,</span>
+<span id="cb6-18"><a href="#cb6-18" aria-hidden="true" tabindex="-1"></a>        chunk_overlap<span class="op">=</span><span class="bu">int</span>(chunk_size <span class="op">/</span> <span class="dv">10</span>),</span>
+<span id="cb6-19"><a href="#cb6-19" aria-hidden="true" tabindex="-1"></a>        add_start_index<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb6-20"><a href="#cb6-20" aria-hidden="true" tabindex="-1"></a>        strip_whitespace<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb6-21"><a href="#cb6-21" aria-hidden="true" tabindex="-1"></a>        separators<span class="op">=</span>MARKDOWN_SEPARATORS,</span>
+<span id="cb6-22"><a href="#cb6-22" aria-hidden="true" tabindex="-1"></a>    )</span>
+<span id="cb6-23"><a href="#cb6-23" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb6-24"><a href="#cb6-24" aria-hidden="true" tabindex="-1"></a>    docs_processed <span class="op">=</span> []</span>
+<span id="cb6-25"><a href="#cb6-25" aria-hidden="true" tabindex="-1"></a>    <span class="cf">for</span> doc <span class="kw">in</span> knowledge_base:</span>
+<span id="cb6-26"><a href="#cb6-26" aria-hidden="true" tabindex="-1"></a>        docs_processed <span class="op">+=</span> text_splitter.split_documents([doc])</span>
+<span id="cb6-27"><a href="#cb6-27" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb6-28"><a href="#cb6-28" aria-hidden="true" tabindex="-1"></a>    <span class="co"># Remove duplicates</span></span>
+<span id="cb6-29"><a href="#cb6-29" aria-hidden="true" tabindex="-1"></a>    unique_texts <span class="op">=</span> {}</span>
+<span id="cb6-30"><a href="#cb6-30" aria-hidden="true" tabindex="-1"></a>    docs_processed_unique <span class="op">=</span> []</span>
+<span id="cb6-31"><a href="#cb6-31" aria-hidden="true" tabindex="-1"></a>    <span class="cf">for</span> doc <span class="kw">in</span> docs_processed:</span>
+<span id="cb6-32"><a href="#cb6-32" aria-hidden="true" tabindex="-1"></a>        <span class="cf">if</span> doc.page_content <span class="kw">not</span> <span class="kw">in</span> unique_texts:</span>
+<span id="cb6-33"><a href="#cb6-33" aria-hidden="true" tabindex="-1"></a>            unique_texts[doc.page_content] <span class="op">=</span> <span class="va">True</span></span>
+<span id="cb6-34"><a href="#cb6-34" aria-hidden="true" tabindex="-1"></a>            docs_processed_unique.append(doc)</span>
+<span id="cb6-35"><a href="#cb6-35" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb6-36"><a href="#cb6-36" aria-hidden="true" tabindex="-1"></a>    <span class="cf">return</span> docs_processed_unique</span>
+<span id="cb6-37"><a href="#cb6-37" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb6-38"><a href="#cb6-38" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb6-39"><a href="#cb6-39" aria-hidden="true" tabindex="-1"></a>docs_processed <span class="op">=</span> split_documents(</span>
+<span id="cb6-40"><a href="#cb6-40" aria-hidden="true" tabindex="-1"></a>    <span class="dv">512</span>,  <span class="co"># We choose a chunk size adapted to our model</span></span>
+<span id="cb6-41"><a href="#cb6-41" aria-hidden="true" tabindex="-1"></a>    RAW_KNOWLEDGE_BASE,</span>
+<span id="cb6-42"><a href="#cb6-42" aria-hidden="true" tabindex="-1"></a>    tokenizer_name<span class="op">=</span>EMBEDDING_MODEL_NAME,</span>
+<span id="cb6-43"><a href="#cb6-43" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb6-44"><a href="#cb6-44" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb6-45"><a href="#cb6-45" aria-hidden="true" tabindex="-1"></a><span class="co"># Let's visualize the chunk sizes we would have in tokens from a common model</span></span>
+<span id="cb6-46"><a href="#cb6-46" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> transformers <span class="im">import</span> AutoTokenizer</span>
+<span id="cb6-47"><a href="#cb6-47" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb6-48"><a href="#cb6-48" aria-hidden="true" tabindex="-1"></a>tokenizer <span class="op">=</span> AutoTokenizer.from_pretrained(EMBEDDING_MODEL_NAME)</span>
+<span id="cb6-49"><a href="#cb6-49" aria-hidden="true" tabindex="-1"></a>lengths <span class="op">=</span> [<span class="bu">len</span>(tokenizer.encode(doc.page_content)) <span class="cf">for</span> doc <span class="kw">in</span> tqdm(docs_processed)]</span>
+<span id="cb6-50"><a href="#cb6-50" aria-hidden="true" tabindex="-1"></a>fig <span class="op">=</span> pd.Series(lengths).hist()</span>
+<span id="cb6-51"><a href="#cb6-51" aria-hidden="true" tabindex="-1"></a>plt.title(<span class="st">"Distribution of document lengths in the knowledge base (in count of tokens)"</span>)</span>
+<span id="cb6-52"><a href="#cb6-52" aria-hidden="true" tabindex="-1"></a>plt.show()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>➡️ Now the chunk length distribution looks better!</p>
+</section>
+<section id="building-the-vector-database" class="level3">
+<h3 class="anchored" data-anchor-id="building-the-vector-database">1.2 Building the vector database</h3>
+<p>We want to compute the embeddings for all the chunks of our knowledge base: to learn more on sentence embeddings, we recommend reading <a href="https://osanseviero.github.io/hackerllama/blog/posts/sentence_embeddings/">this guide</a>.</p>
+<section id="how-does-retrieval-work" class="level4">
+<h4 class="anchored" data-anchor-id="how-does-retrieval-work">How does retrieval work ?</h4>
+<p>Once the chunks are all embedded, we store them into a vector database. When the user types in a query, it gets embedded by the same model previously used, and a similarity search returns the closest documents from the vector database.</p>
+<p>The technical challenge is thus, given a query vector, to quickly find the nearest neighbours of this vector in the vector database. To do this, we need to choose two things: a distance, and a search algorithm to find the nearest neighbors quickly within a database of thousands of records.</p>
+<section id="nearest-neighbor-search-algorithm" class="level5">
+<h5 class="anchored" data-anchor-id="nearest-neighbor-search-algorithm">Nearest Neighbor search algorithm</h5>
+<p>There are plentiful choices for the nearest neighbor search algorithm: we go with Facebook’s <a href="https://github.com/facebookresearch/faiss">FAISS</a>, since FAISS is performant enough for most use cases, and it is well known thus widely implemented.</p>
+</section>
+<section id="distances" class="level5">
+<h5 class="anchored" data-anchor-id="distances">Distances</h5>
+<p>Regarding distances, you can find a good guide <a href="https://osanseviero.github.io/hackerllama/blog/posts/sentence_embeddings/#distance-between-embeddings">here</a>. In short:</p>
+<ul>
+<li><strong>Cosine similarity</strong> computes similarity between two vectors as the cosinus of their relative angle: it allows us to compare vector directions are regardless of their magnitude. Using it requires to normalize all vectors, to rescale them into unit norm.</li>
+<li><strong>Dot product</strong> takes into account magnitude, with the sometimes undesirable effect that increasing a vector’s length will make it more similar to all others.</li>
+<li><strong>Euclidean distance</strong> is the distance between the ends of vectors.</li>
+</ul>
+<p>You can try <a href="https://developers.google.com/machine-learning/clustering/similarity/check-your-understanding">this small exercise</a> to check your understanding of these concepts. But once vectors are normalized, <a href="https://platform.openai.com/docs/guides/embeddings/which-distance-function-should-i-use">the choice of a specific distance does not matter much</a>.</p>
+<p>Our particular model works well with cosine similarity, so choose this distance, and we set it up both in the Embedding model, and in the <code>distance_strategy</code> argument of our FAISS index. With cosine similarity, we have to normalize our embeddings.</p>
+<div class="callout callout-style-default callout-warning callout-titled">
+<div class="callout-header d-flex align-content-center">
+<div class="callout-icon-container">
+<i class="callout-icon"></i>
+</div>
+<div class="callout-title-container flex-fill">
+Warning
+</div>
+</div>
+<div class="callout-body-container callout-body">
+<p>🚨👇 The cell below takes a few minutes to run on A10G!</p>
+</div>
+</div>
+<div id="938830be" class="cell" data-execution_count="9">
+<div class="sourceCode cell-code" id="cb7"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain.vectorstores <span class="im">import</span> FAISS</span>
+<span id="cb7-2"><a href="#cb7-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain_community.embeddings <span class="im">import</span> HuggingFaceEmbeddings</span>
+<span id="cb7-3"><a href="#cb7-3" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain_community.vectorstores.utils <span class="im">import</span> DistanceStrategy</span>
+<span id="cb7-4"><a href="#cb7-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb7-5"><a href="#cb7-5" aria-hidden="true" tabindex="-1"></a>embedding_model <span class="op">=</span> HuggingFaceEmbeddings(</span>
+<span id="cb7-6"><a href="#cb7-6" aria-hidden="true" tabindex="-1"></a>    model_name<span class="op">=</span>EMBEDDING_MODEL_NAME,</span>
+<span id="cb7-7"><a href="#cb7-7" aria-hidden="true" tabindex="-1"></a>    multi_process<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb7-8"><a href="#cb7-8" aria-hidden="true" tabindex="-1"></a>    model_kwargs<span class="op">=</span>{<span class="st">"device"</span>: <span class="st">"cuda"</span>},</span>
+<span id="cb7-9"><a href="#cb7-9" aria-hidden="true" tabindex="-1"></a>    encode_kwargs<span class="op">=</span>{<span class="st">"normalize_embeddings"</span>: <span class="va">True</span>},  <span class="co"># set True for cosine similarity</span></span>
+<span id="cb7-10"><a href="#cb7-10" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb7-11"><a href="#cb7-11" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb7-12"><a href="#cb7-12" aria-hidden="true" tabindex="-1"></a>KNOWLEDGE_VECTOR_DATABASE <span class="op">=</span> FAISS.from_documents(</span>
+<span id="cb7-13"><a href="#cb7-13" aria-hidden="true" tabindex="-1"></a>    docs_processed, embedding_model, distance_strategy<span class="op">=</span>DistanceStrategy.COSINE</span>
+<span id="cb7-14"><a href="#cb7-14" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>👀 To visualize the search for the closest documents, let’s project our embeddings from 384 dimensions down to 2 dimensions using PaCMAP.</p>
+<div class="callout callout-style-default callout-note callout-titled">
+<div class="callout-header d-flex align-content-center">
+<div class="callout-icon-container">
+<i class="callout-icon"></i>
+</div>
+<div class="callout-title-container flex-fill">
+Note
+</div>
+</div>
+<div class="callout-body-container callout-body">
+<p>💡 We chose PaCMAP rather than other techniques such as t-SNE or UMAP, since <a href="https://www.nature.com/articles/s42003-022-03628-x#Abs1">it is efficient (preserves local and global structure), robust to initialization parameters and fast</a>.</p>
+</div>
+</div>
+<div id="5ed5a830" class="cell" data-execution_count="10">
+<div class="sourceCode cell-code" id="cb8"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a><span class="co"># embed a user query in the same space</span></span>
+<span id="cb8-2"><a href="#cb8-2" aria-hidden="true" tabindex="-1"></a>user_query <span class="op">=</span> <span class="st">"How to create a pipeline object?"</span></span>
+<span id="cb8-3"><a href="#cb8-3" aria-hidden="true" tabindex="-1"></a>query_vector <span class="op">=</span> embedding_model.embed_query(user_query)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="206f15a0" class="cell" data-execution_count="11">
+<div class="sourceCode cell-code" id="cb9"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> pacmap</span>
+<span id="cb9-2"><a href="#cb9-2" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> numpy <span class="im">as</span> np</span>
+<span id="cb9-3"><a href="#cb9-3" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> plotly.express <span class="im">as</span> px</span>
+<span id="cb9-4"><a href="#cb9-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb9-5"><a href="#cb9-5" aria-hidden="true" tabindex="-1"></a>embedding_projector <span class="op">=</span> pacmap.PaCMAP(</span>
+<span id="cb9-6"><a href="#cb9-6" aria-hidden="true" tabindex="-1"></a>    n_components<span class="op">=</span><span class="dv">2</span>, n_neighbors<span class="op">=</span><span class="va">None</span>, MN_ratio<span class="op">=</span><span class="fl">0.5</span>, FP_ratio<span class="op">=</span><span class="fl">2.0</span>, random_state<span class="op">=</span><span class="dv">1</span></span>
+<span id="cb9-7"><a href="#cb9-7" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb9-8"><a href="#cb9-8" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb9-9"><a href="#cb9-9" aria-hidden="true" tabindex="-1"></a>embeddings_2d <span class="op">=</span> [</span>
+<span id="cb9-10"><a href="#cb9-10" aria-hidden="true" tabindex="-1"></a>    <span class="bu">list</span>(KNOWLEDGE_VECTOR_DATABASE.index.reconstruct_n(idx, <span class="dv">1</span>)[<span class="dv">0</span>])</span>
+<span id="cb9-11"><a href="#cb9-11" aria-hidden="true" tabindex="-1"></a>    <span class="cf">for</span> idx <span class="kw">in</span> <span class="bu">range</span>(<span class="bu">len</span>(docs_processed))</span>
+<span id="cb9-12"><a href="#cb9-12" aria-hidden="true" tabindex="-1"></a>] <span class="op">+</span> [query_vector]</span>
+<span id="cb9-13"><a href="#cb9-13" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb9-14"><a href="#cb9-14" aria-hidden="true" tabindex="-1"></a><span class="co"># fit the data (The index of transformed data corresponds to the index of the original data)</span></span>
+<span id="cb9-15"><a href="#cb9-15" aria-hidden="true" tabindex="-1"></a>documents_projected <span class="op">=</span> embedding_projector.fit_transform(np.array(embeddings_2d), init<span class="op">=</span><span class="st">"pca"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="249c7a6b" class="cell" data-execution_count="12">
+<div class="sourceCode cell-code" id="cb10"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb10-1"><a href="#cb10-1" aria-hidden="true" tabindex="-1"></a>df <span class="op">=</span> pd.DataFrame.from_dict(</span>
+<span id="cb10-2"><a href="#cb10-2" aria-hidden="true" tabindex="-1"></a>    [</span>
+<span id="cb10-3"><a href="#cb10-3" aria-hidden="true" tabindex="-1"></a>        {</span>
+<span id="cb10-4"><a href="#cb10-4" aria-hidden="true" tabindex="-1"></a>            <span class="st">"x"</span>: documents_projected[i, <span class="dv">0</span>],</span>
+<span id="cb10-5"><a href="#cb10-5" aria-hidden="true" tabindex="-1"></a>            <span class="st">"y"</span>: documents_projected[i, <span class="dv">1</span>],</span>
+<span id="cb10-6"><a href="#cb10-6" aria-hidden="true" tabindex="-1"></a>            <span class="st">"source"</span>: docs_processed[i].metadata[<span class="st">"source"</span>].split(<span class="st">"/"</span>)[<span class="dv">1</span>],</span>
+<span id="cb10-7"><a href="#cb10-7" aria-hidden="true" tabindex="-1"></a>            <span class="st">"extract"</span>: docs_processed[i].page_content[:<span class="dv">100</span>] <span class="op">+</span> <span class="st">"..."</span>,</span>
+<span id="cb10-8"><a href="#cb10-8" aria-hidden="true" tabindex="-1"></a>            <span class="st">"symbol"</span>: <span class="st">"circle"</span>,</span>
+<span id="cb10-9"><a href="#cb10-9" aria-hidden="true" tabindex="-1"></a>            <span class="st">"size_col"</span>: <span class="dv">4</span>,</span>
+<span id="cb10-10"><a href="#cb10-10" aria-hidden="true" tabindex="-1"></a>        }</span>
+<span id="cb10-11"><a href="#cb10-11" aria-hidden="true" tabindex="-1"></a>        <span class="cf">for</span> i <span class="kw">in</span> <span class="bu">range</span>(<span class="bu">len</span>(docs_processed))</span>
+<span id="cb10-12"><a href="#cb10-12" aria-hidden="true" tabindex="-1"></a>    ]</span>
+<span id="cb10-13"><a href="#cb10-13" aria-hidden="true" tabindex="-1"></a>    <span class="op">+</span> [</span>
+<span id="cb10-14"><a href="#cb10-14" aria-hidden="true" tabindex="-1"></a>        {</span>
+<span id="cb10-15"><a href="#cb10-15" aria-hidden="true" tabindex="-1"></a>            <span class="st">"x"</span>: documents_projected[<span class="op">-</span><span class="dv">1</span>, <span class="dv">0</span>],</span>
+<span id="cb10-16"><a href="#cb10-16" aria-hidden="true" tabindex="-1"></a>            <span class="st">"y"</span>: documents_projected[<span class="op">-</span><span class="dv">1</span>, <span class="dv">1</span>],</span>
+<span id="cb10-17"><a href="#cb10-17" aria-hidden="true" tabindex="-1"></a>            <span class="st">"source"</span>: <span class="st">"User query"</span>,</span>
+<span id="cb10-18"><a href="#cb10-18" aria-hidden="true" tabindex="-1"></a>            <span class="st">"extract"</span>: user_query,</span>
+<span id="cb10-19"><a href="#cb10-19" aria-hidden="true" tabindex="-1"></a>            <span class="st">"size_col"</span>: <span class="dv">100</span>,</span>
+<span id="cb10-20"><a href="#cb10-20" aria-hidden="true" tabindex="-1"></a>            <span class="st">"symbol"</span>: <span class="st">"star"</span>,</span>
+<span id="cb10-21"><a href="#cb10-21" aria-hidden="true" tabindex="-1"></a>        }</span>
+<span id="cb10-22"><a href="#cb10-22" aria-hidden="true" tabindex="-1"></a>    ]</span>
+<span id="cb10-23"><a href="#cb10-23" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb10-24"><a href="#cb10-24" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb10-25"><a href="#cb10-25" aria-hidden="true" tabindex="-1"></a><span class="co"># visualize the embedding</span></span>
+<span id="cb10-26"><a href="#cb10-26" aria-hidden="true" tabindex="-1"></a>fig <span class="op">=</span> px.scatter(</span>
+<span id="cb10-27"><a href="#cb10-27" aria-hidden="true" tabindex="-1"></a>    df,</span>
+<span id="cb10-28"><a href="#cb10-28" aria-hidden="true" tabindex="-1"></a>    x<span class="op">=</span><span class="st">"x"</span>,</span>
+<span id="cb10-29"><a href="#cb10-29" aria-hidden="true" tabindex="-1"></a>    y<span class="op">=</span><span class="st">"y"</span>,</span>
+<span id="cb10-30"><a href="#cb10-30" aria-hidden="true" tabindex="-1"></a>    color<span class="op">=</span><span class="st">"source"</span>,</span>
+<span id="cb10-31"><a href="#cb10-31" aria-hidden="true" tabindex="-1"></a>    hover_data<span class="op">=</span><span class="st">"extract"</span>,</span>
+<span id="cb10-32"><a href="#cb10-32" aria-hidden="true" tabindex="-1"></a>    size<span class="op">=</span><span class="st">"size_col"</span>,</span>
+<span id="cb10-33"><a href="#cb10-33" aria-hidden="true" tabindex="-1"></a>    symbol<span class="op">=</span><span class="st">"symbol"</span>,</span>
+<span id="cb10-34"><a href="#cb10-34" aria-hidden="true" tabindex="-1"></a>    color_discrete_map<span class="op">=</span>{<span class="st">"User query"</span>: <span class="st">"black"</span>},</span>
+<span id="cb10-35"><a href="#cb10-35" aria-hidden="true" tabindex="-1"></a>    width<span class="op">=</span><span class="dv">1000</span>,</span>
+<span id="cb10-36"><a href="#cb10-36" aria-hidden="true" tabindex="-1"></a>    height<span class="op">=</span><span class="dv">700</span>,</span>
+<span id="cb10-37"><a href="#cb10-37" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb10-38"><a href="#cb10-38" aria-hidden="true" tabindex="-1"></a>fig.update_traces(</span>
+<span id="cb10-39"><a href="#cb10-39" aria-hidden="true" tabindex="-1"></a>    marker<span class="op">=</span><span class="bu">dict</span>(opacity<span class="op">=</span><span class="dv">1</span>, line<span class="op">=</span><span class="bu">dict</span>(width<span class="op">=</span><span class="dv">0</span>, color<span class="op">=</span><span class="st">"DarkSlateGrey"</span>)), selector<span class="op">=</span><span class="bu">dict</span>(mode<span class="op">=</span><span class="st">"markers"</span>)</span>
+<span id="cb10-40"><a href="#cb10-40" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb10-41"><a href="#cb10-41" aria-hidden="true" tabindex="-1"></a>fig.update_layout(</span>
+<span id="cb10-42"><a href="#cb10-42" aria-hidden="true" tabindex="-1"></a>    legend_title_text<span class="op">=</span><span class="st">"&lt;b&gt;Chunk source&lt;/b&gt;"</span>,</span>
+<span id="cb10-43"><a href="#cb10-43" aria-hidden="true" tabindex="-1"></a>    title<span class="op">=</span><span class="st">"&lt;b&gt;2D Projection of Chunk Embeddings via PaCMAP&lt;/b&gt;"</span>,</span>
+<span id="cb10-44"><a href="#cb10-44" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb10-45"><a href="#cb10-45" aria-hidden="true" tabindex="-1"></a>fig.show()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p><img src="https://huggingface.co/datasets/huggingface/cookbook-images/resolve/main/PaCMAP_embeddings.png" height="700"></p>
+<p>➡️ On the graph above, you can see a spatial representation of the kowledge base documents. As the vector embeddings represent the document’s meaning, their closeness in meaning should be reflected in their embedding’s closeness.</p>
+<p>The user query’s embedding is also shown : we want to find the <code>k</code> document that have the closest meaning, thus we pick the <code>k</code> closest vectors.</p>
+<p>In the LangChain vector database implementation, this search operation is performed by the method <code>vector_database.similarity_search(query)</code>.</p>
+<p>Here is the result:</p>
+<div id="47319e72" class="cell" data-execution_count="13">
+<div class="sourceCode cell-code" id="cb11"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb11-1"><a href="#cb11-1" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="ss">f"</span><span class="ch">\n</span><span class="ss">Starting retrieval for </span><span class="sc">{</span>user_query<span class="op">=</span><span class="sc">}</span><span class="ss">..."</span>)</span>
+<span id="cb11-2"><a href="#cb11-2" aria-hidden="true" tabindex="-1"></a>retrieved_docs <span class="op">=</span> KNOWLEDGE_VECTOR_DATABASE.similarity_search(query<span class="op">=</span>user_query, k<span class="op">=</span><span class="dv">5</span>)</span>
+<span id="cb11-3"><a href="#cb11-3" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="st">"</span><span class="ch">\n</span><span class="st">==================================Top document=================================="</span>)</span>
+<span id="cb11-4"><a href="#cb11-4" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(retrieved_docs[<span class="dv">0</span>].page_content)</span>
+<span id="cb11-5"><a href="#cb11-5" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="st">"==================================Metadata=================================="</span>)</span>
+<span id="cb11-6"><a href="#cb11-6" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(retrieved_docs[<span class="dv">0</span>].metadata)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+</section>
+</section>
+</section>
+<section id="reader---llm" class="level1">
+<h1>2. Reader - LLM 💬</h1>
+<p>In this part, the <strong>LLM Reader reads the retrieved context to formulate its answer.</strong></p>
+<p>There are actually substeps that can all be tuned: 1. The content of the retrieved documents is aggregated together into the “context”, with many processing options like <em>prompt compression</em>. 2. The context and the user query are aggregated into a prompt then given to the LLM to generate its answer.</p>
+<section id="reader-model" class="level3">
+<h3 class="anchored" data-anchor-id="reader-model">2.1. Reader model</h3>
+<p>The choice of a reader model is important on a few aspects: - the reader model’s <code>max_seq_length</code> must accomodate our prompt, which includes the context output by the retriever call: the context consists in 5 documents of 512 tokens each, so we aim for a context length of 4k tokens at least. - the reader model</p>
+<p>For this example, we chose <a href="https://huggingface.co/HuggingFaceH4/zephyr-7b-beta"><code>HuggingFaceH4/zephyr-7b-beta</code></a>, a small but powerful model.</p>
+<div class="callout callout-style-default callout-note callout-titled">
+<div class="callout-header d-flex align-content-center">
+<div class="callout-icon-container">
+<i class="callout-icon"></i>
+</div>
+<div class="callout-title-container flex-fill">
+Note
+</div>
+</div>
+<div class="callout-body-container callout-body">
+<p>With many models being released every week, you may want to substitute this model to the latest and greatest. The best way to keep track of open source LLMs is to check the <a href="https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard">Open-source LLM leaderboard</a>.</p>
+</div>
+</div>
+<p>To make inference faster, we will load the quantized version of the model:</p>
+<div id="eaf2beef" class="cell" data-execution_count="14">
+<div class="sourceCode cell-code" id="cb12"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb12-1"><a href="#cb12-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> transformers <span class="im">import</span> pipeline</span>
+<span id="cb12-2"><a href="#cb12-2" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> torch</span>
+<span id="cb12-3"><a href="#cb12-3" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> transformers <span class="im">import</span> AutoTokenizer, AutoModelForCausalLM, BitsAndBytesConfig</span>
+<span id="cb12-4"><a href="#cb12-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb12-5"><a href="#cb12-5" aria-hidden="true" tabindex="-1"></a>READER_MODEL_NAME <span class="op">=</span> <span class="st">"HuggingFaceH4/zephyr-7b-beta"</span></span>
+<span id="cb12-6"><a href="#cb12-6" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb12-7"><a href="#cb12-7" aria-hidden="true" tabindex="-1"></a>bnb_config <span class="op">=</span> BitsAndBytesConfig(</span>
+<span id="cb12-8"><a href="#cb12-8" aria-hidden="true" tabindex="-1"></a>    load_in_4bit<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb12-9"><a href="#cb12-9" aria-hidden="true" tabindex="-1"></a>    bnb_4bit_use_double_quant<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb12-10"><a href="#cb12-10" aria-hidden="true" tabindex="-1"></a>    bnb_4bit_quant_type<span class="op">=</span><span class="st">"nf4"</span>,</span>
+<span id="cb12-11"><a href="#cb12-11" aria-hidden="true" tabindex="-1"></a>    bnb_4bit_compute_dtype<span class="op">=</span>torch.bfloat16,</span>
+<span id="cb12-12"><a href="#cb12-12" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb12-13"><a href="#cb12-13" aria-hidden="true" tabindex="-1"></a>model <span class="op">=</span> AutoModelForCausalLM.from_pretrained(READER_MODEL_NAME, quantization_config<span class="op">=</span>bnb_config)</span>
+<span id="cb12-14"><a href="#cb12-14" aria-hidden="true" tabindex="-1"></a>tokenizer <span class="op">=</span> AutoTokenizer.from_pretrained(READER_MODEL_NAME)</span>
+<span id="cb12-15"><a href="#cb12-15" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb12-16"><a href="#cb12-16" aria-hidden="true" tabindex="-1"></a>READER_LLM <span class="op">=</span> pipeline(</span>
+<span id="cb12-17"><a href="#cb12-17" aria-hidden="true" tabindex="-1"></a>    model<span class="op">=</span>model,</span>
+<span id="cb12-18"><a href="#cb12-18" aria-hidden="true" tabindex="-1"></a>    tokenizer<span class="op">=</span>tokenizer,</span>
+<span id="cb12-19"><a href="#cb12-19" aria-hidden="true" tabindex="-1"></a>    task<span class="op">=</span><span class="st">"text-generation"</span>,</span>
+<span id="cb12-20"><a href="#cb12-20" aria-hidden="true" tabindex="-1"></a>    do_sample<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb12-21"><a href="#cb12-21" aria-hidden="true" tabindex="-1"></a>    temperature<span class="op">=</span><span class="fl">0.2</span>,</span>
+<span id="cb12-22"><a href="#cb12-22" aria-hidden="true" tabindex="-1"></a>    repetition_penalty<span class="op">=</span><span class="fl">1.1</span>,</span>
+<span id="cb12-23"><a href="#cb12-23" aria-hidden="true" tabindex="-1"></a>    return_full_text<span class="op">=</span><span class="va">False</span>,</span>
+<span id="cb12-24"><a href="#cb12-24" aria-hidden="true" tabindex="-1"></a>    max_new_tokens<span class="op">=</span><span class="dv">500</span>,</span>
+<span id="cb12-25"><a href="#cb12-25" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="f6f72fd3" class="cell" data-execution_count="15">
+<div class="sourceCode cell-code" id="cb13"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb13-1"><a href="#cb13-1" aria-hidden="true" tabindex="-1"></a>READER_LLM(<span class="st">"What is 4+4? Answer:"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="prompt" class="level3">
+<h3 class="anchored" data-anchor-id="prompt">2.2. Prompt</h3>
+<p>The RAG prompt template below is what we will feed to the Reader LLM: it is important to have it formatted in the Reader LLM’s chat template.</p>
+<p>We give it our context and the user’s question.</p>
+<div id="e28bd1d6" class="cell" data-execution_count="16">
+<div class="sourceCode cell-code" id="cb14"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb14-1"><a href="#cb14-1" aria-hidden="true" tabindex="-1"></a>prompt_in_chat_format <span class="op">=</span> [</span>
+<span id="cb14-2"><a href="#cb14-2" aria-hidden="true" tabindex="-1"></a>    {</span>
+<span id="cb14-3"><a href="#cb14-3" aria-hidden="true" tabindex="-1"></a>        <span class="st">"role"</span>: <span class="st">"system"</span>,</span>
+<span id="cb14-4"><a href="#cb14-4" aria-hidden="true" tabindex="-1"></a>        <span class="st">"content"</span>: <span class="st">"""Using the information contained in the context,</span></span>
+<span id="cb14-5"><a href="#cb14-5" aria-hidden="true" tabindex="-1"></a><span class="st">give a comprehensive answer to the question.</span></span>
+<span id="cb14-6"><a href="#cb14-6" aria-hidden="true" tabindex="-1"></a><span class="st">Respond only to the question asked, response should be concise and relevant to the question.</span></span>
+<span id="cb14-7"><a href="#cb14-7" aria-hidden="true" tabindex="-1"></a><span class="st">Provide the number of the source document when relevant.</span></span>
+<span id="cb14-8"><a href="#cb14-8" aria-hidden="true" tabindex="-1"></a><span class="st">If the answer cannot be deduced from the context, do not give an answer."""</span>,</span>
+<span id="cb14-9"><a href="#cb14-9" aria-hidden="true" tabindex="-1"></a>    },</span>
+<span id="cb14-10"><a href="#cb14-10" aria-hidden="true" tabindex="-1"></a>    {</span>
+<span id="cb14-11"><a href="#cb14-11" aria-hidden="true" tabindex="-1"></a>        <span class="st">"role"</span>: <span class="st">"user"</span>,</span>
+<span id="cb14-12"><a href="#cb14-12" aria-hidden="true" tabindex="-1"></a>        <span class="st">"content"</span>: <span class="st">"""Context:</span></span>
+<span id="cb14-13"><a href="#cb14-13" aria-hidden="true" tabindex="-1"></a><span class="sc">{context}</span></span>
+<span id="cb14-14"><a href="#cb14-14" aria-hidden="true" tabindex="-1"></a><span class="st">---</span></span>
+<span id="cb14-15"><a href="#cb14-15" aria-hidden="true" tabindex="-1"></a><span class="st">Now here is the question you need to answer.</span></span>
+<span id="cb14-16"><a href="#cb14-16" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb14-17"><a href="#cb14-17" aria-hidden="true" tabindex="-1"></a><span class="st">Question: </span><span class="sc">{question}</span><span class="st">"""</span>,</span>
+<span id="cb14-18"><a href="#cb14-18" aria-hidden="true" tabindex="-1"></a>    },</span>
+<span id="cb14-19"><a href="#cb14-19" aria-hidden="true" tabindex="-1"></a>]</span>
+<span id="cb14-20"><a href="#cb14-20" aria-hidden="true" tabindex="-1"></a>RAG_PROMPT_TEMPLATE <span class="op">=</span> tokenizer.apply_chat_template(</span>
+<span id="cb14-21"><a href="#cb14-21" aria-hidden="true" tabindex="-1"></a>    prompt_in_chat_format, tokenize<span class="op">=</span><span class="va">False</span>, add_generation_prompt<span class="op">=</span><span class="va">True</span></span>
+<span id="cb14-22"><a href="#cb14-22" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb14-23"><a href="#cb14-23" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(RAG_PROMPT_TEMPLATE)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>Let’s test our Reader on our previously retrieved documents!</p>
+<div id="96c062d3" class="cell" data-execution_count="17">
+<div class="sourceCode cell-code" id="cb15"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb15-1"><a href="#cb15-1" aria-hidden="true" tabindex="-1"></a>retrieved_docs_text <span class="op">=</span> [</span>
+<span id="cb15-2"><a href="#cb15-2" aria-hidden="true" tabindex="-1"></a>    doc.page_content <span class="cf">for</span> doc <span class="kw">in</span> retrieved_docs</span>
+<span id="cb15-3"><a href="#cb15-3" aria-hidden="true" tabindex="-1"></a>]  <span class="co"># we only need the text of the documents</span></span>
+<span id="cb15-4"><a href="#cb15-4" aria-hidden="true" tabindex="-1"></a>context <span class="op">=</span> <span class="st">"</span><span class="ch">\n</span><span class="st">Extracted documents:</span><span class="ch">\n</span><span class="st">"</span></span>
+<span id="cb15-5"><a href="#cb15-5" aria-hidden="true" tabindex="-1"></a>context <span class="op">+=</span> <span class="st">""</span>.join([<span class="ss">f"Document </span><span class="sc">{</span><span class="bu">str</span>(i)<span class="sc">}</span><span class="ss">:::</span><span class="ch">\n</span><span class="ss">"</span> <span class="op">+</span> doc <span class="cf">for</span> i, doc <span class="kw">in</span> <span class="bu">enumerate</span>(retrieved_docs_text)])</span>
+<span id="cb15-6"><a href="#cb15-6" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb15-7"><a href="#cb15-7" aria-hidden="true" tabindex="-1"></a>final_prompt <span class="op">=</span> RAG_PROMPT_TEMPLATE.<span class="bu">format</span>(</span>
+<span id="cb15-8"><a href="#cb15-8" aria-hidden="true" tabindex="-1"></a>    question<span class="op">=</span><span class="st">"How to create a pipeline object?"</span>, context<span class="op">=</span>context</span>
+<span id="cb15-9"><a href="#cb15-9" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb15-10"><a href="#cb15-10" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb15-11"><a href="#cb15-11" aria-hidden="true" tabindex="-1"></a><span class="co"># Redact an answer</span></span>
+<span id="cb15-12"><a href="#cb15-12" aria-hidden="true" tabindex="-1"></a>answer <span class="op">=</span> READER_LLM(final_prompt)[<span class="dv">0</span>][<span class="st">"generated_text"</span>]</span>
+<span id="cb15-13"><a href="#cb15-13" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(answer)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="reranking" class="level3">
+<h3 class="anchored" data-anchor-id="reranking">2.3. Reranking</h3>
+<p>A good option for RAG is to retrieve more documents than you want in the end, then rerank the results with a more powerful retrieval model before keeping only the <code>top_k</code>.</p>
+<p>For this, <a href="https://arxiv.org/abs/2112.01488">Colbertv2</a> is a great choice: instead of a bi-encoder like our classical embedding models, it is a cross-encoder that computes more fine-grained interactions between the query tokens and each document’s tokens.</p>
+<p>It is easily usable thanks to <a href="https://github.com/bclavie/RAGatouille">the RAGatouille library</a>.</p>
+<div id="c0298337" class="cell" data-execution_count="18">
+<div class="sourceCode cell-code" id="cb16"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb16-1"><a href="#cb16-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> ragatouille <span class="im">import</span> RAGPretrainedModel</span>
+<span id="cb16-2"><a href="#cb16-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb16-3"><a href="#cb16-3" aria-hidden="true" tabindex="-1"></a>RERANKER <span class="op">=</span> RAGPretrainedModel.from_pretrained(<span class="st">"colbert-ir/colbertv2.0"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+</section>
+<section id="assembling-it-all" class="level1">
+<h1>3. Assembling it all!</h1>
+<div id="f7d2b29a" class="cell" data-execution_count="19">
+<div class="sourceCode cell-code" id="cb17"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb17-1"><a href="#cb17-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> transformers <span class="im">import</span> Pipeline</span>
+<span id="cb17-2"><a href="#cb17-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb17-3"><a href="#cb17-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb17-4"><a href="#cb17-4" aria-hidden="true" tabindex="-1"></a><span class="kw">def</span> answer_with_rag(</span>
+<span id="cb17-5"><a href="#cb17-5" aria-hidden="true" tabindex="-1"></a>    question: <span class="bu">str</span>,</span>
+<span id="cb17-6"><a href="#cb17-6" aria-hidden="true" tabindex="-1"></a>    llm: Pipeline,</span>
+<span id="cb17-7"><a href="#cb17-7" aria-hidden="true" tabindex="-1"></a>    knowledge_index: FAISS,</span>
+<span id="cb17-8"><a href="#cb17-8" aria-hidden="true" tabindex="-1"></a>    reranker: Optional[RAGPretrainedModel] <span class="op">=</span> <span class="va">None</span>,</span>
+<span id="cb17-9"><a href="#cb17-9" aria-hidden="true" tabindex="-1"></a>    num_retrieved_docs: <span class="bu">int</span> <span class="op">=</span> <span class="dv">30</span>,</span>
+<span id="cb17-10"><a href="#cb17-10" aria-hidden="true" tabindex="-1"></a>    num_docs_final: <span class="bu">int</span> <span class="op">=</span> <span class="dv">5</span>,</span>
+<span id="cb17-11"><a href="#cb17-11" aria-hidden="true" tabindex="-1"></a>) <span class="op">-&gt;</span> Tuple[<span class="bu">str</span>, List[LangchainDocument]]:</span>
+<span id="cb17-12"><a href="#cb17-12" aria-hidden="true" tabindex="-1"></a>    <span class="co"># Gather documents with retriever</span></span>
+<span id="cb17-13"><a href="#cb17-13" aria-hidden="true" tabindex="-1"></a>    <span class="bu">print</span>(<span class="st">"=&gt; Retrieving documents..."</span>)</span>
+<span id="cb17-14"><a href="#cb17-14" aria-hidden="true" tabindex="-1"></a>    relevant_docs <span class="op">=</span> knowledge_index.similarity_search(query<span class="op">=</span>question, k<span class="op">=</span>num_retrieved_docs)</span>
+<span id="cb17-15"><a href="#cb17-15" aria-hidden="true" tabindex="-1"></a>    relevant_docs <span class="op">=</span> [doc.page_content <span class="cf">for</span> doc <span class="kw">in</span> relevant_docs]  <span class="co"># keep only the text</span></span>
+<span id="cb17-16"><a href="#cb17-16" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb17-17"><a href="#cb17-17" aria-hidden="true" tabindex="-1"></a>    <span class="co"># Optionally rerank results</span></span>
+<span id="cb17-18"><a href="#cb17-18" aria-hidden="true" tabindex="-1"></a>    <span class="cf">if</span> reranker:</span>
+<span id="cb17-19"><a href="#cb17-19" aria-hidden="true" tabindex="-1"></a>        <span class="bu">print</span>(<span class="st">"=&gt; Reranking documents..."</span>)</span>
+<span id="cb17-20"><a href="#cb17-20" aria-hidden="true" tabindex="-1"></a>        relevant_docs <span class="op">=</span> reranker.rerank(question, relevant_docs, k<span class="op">=</span>num_docs_final)</span>
+<span id="cb17-21"><a href="#cb17-21" aria-hidden="true" tabindex="-1"></a>        relevant_docs <span class="op">=</span> [doc[<span class="st">"content"</span>] <span class="cf">for</span> doc <span class="kw">in</span> relevant_docs]</span>
+<span id="cb17-22"><a href="#cb17-22" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb17-23"><a href="#cb17-23" aria-hidden="true" tabindex="-1"></a>    relevant_docs <span class="op">=</span> relevant_docs[:num_docs_final]</span>
+<span id="cb17-24"><a href="#cb17-24" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb17-25"><a href="#cb17-25" aria-hidden="true" tabindex="-1"></a>    <span class="co"># Build the final prompt</span></span>
+<span id="cb17-26"><a href="#cb17-26" aria-hidden="true" tabindex="-1"></a>    context <span class="op">=</span> <span class="st">"</span><span class="ch">\n</span><span class="st">Extracted documents:</span><span class="ch">\n</span><span class="st">"</span></span>
+<span id="cb17-27"><a href="#cb17-27" aria-hidden="true" tabindex="-1"></a>    context <span class="op">+=</span> <span class="st">""</span>.join([<span class="ss">f"Document </span><span class="sc">{</span><span class="bu">str</span>(i)<span class="sc">}</span><span class="ss">:::</span><span class="ch">\n</span><span class="ss">"</span> <span class="op">+</span> doc <span class="cf">for</span> i, doc <span class="kw">in</span> <span class="bu">enumerate</span>(relevant_docs)])</span>
+<span id="cb17-28"><a href="#cb17-28" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb17-29"><a href="#cb17-29" aria-hidden="true" tabindex="-1"></a>    final_prompt <span class="op">=</span> RAG_PROMPT_TEMPLATE.<span class="bu">format</span>(question<span class="op">=</span>question, context<span class="op">=</span>context)</span>
+<span id="cb17-30"><a href="#cb17-30" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb17-31"><a href="#cb17-31" aria-hidden="true" tabindex="-1"></a>    <span class="co"># Redact an answer</span></span>
+<span id="cb17-32"><a href="#cb17-32" aria-hidden="true" tabindex="-1"></a>    <span class="bu">print</span>(<span class="st">"=&gt; Generating answer..."</span>)</span>
+<span id="cb17-33"><a href="#cb17-33" aria-hidden="true" tabindex="-1"></a>    answer <span class="op">=</span> llm(final_prompt)[<span class="dv">0</span>][<span class="st">"generated_text"</span>]</span>
+<span id="cb17-34"><a href="#cb17-34" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb17-35"><a href="#cb17-35" aria-hidden="true" tabindex="-1"></a>    <span class="cf">return</span> answer, relevant_docs</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>Let’s see how our RAG pipeline answers a user query.</p>
+<div id="06ccd294" class="cell" data-execution_count="20">
+<div class="sourceCode cell-code" id="cb18"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb18-1"><a href="#cb18-1" aria-hidden="true" tabindex="-1"></a>question <span class="op">=</span> <span class="st">"how to create a pipeline object?"</span></span>
+<span id="cb18-2"><a href="#cb18-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb18-3"><a href="#cb18-3" aria-hidden="true" tabindex="-1"></a>answer, relevant_docs <span class="op">=</span> answer_with_rag(</span>
+<span id="cb18-4"><a href="#cb18-4" aria-hidden="true" tabindex="-1"></a>    question, READER_LLM, KNOWLEDGE_VECTOR_DATABASE, reranker<span class="op">=</span>RERANKER</span>
+<span id="cb18-5"><a href="#cb18-5" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="f6ece0d2" class="cell" data-execution_count="21">
+<div class="sourceCode cell-code" id="cb19"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb19-1"><a href="#cb19-1" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="st">"==================================Answer=================================="</span>)</span>
+<span id="cb19-2"><a href="#cb19-2" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="ss">f"</span><span class="sc">{</span>answer<span class="sc">}</span><span class="ss">"</span>)</span>
+<span id="cb19-3"><a href="#cb19-3" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="st">"==================================Source docs=================================="</span>)</span>
+<span id="cb19-4"><a href="#cb19-4" aria-hidden="true" tabindex="-1"></a><span class="cf">for</span> i, doc <span class="kw">in</span> <span class="bu">enumerate</span>(relevant_docs):</span>
+<span id="cb19-5"><a href="#cb19-5" aria-hidden="true" tabindex="-1"></a>    <span class="bu">print</span>(<span class="ss">f"Document </span><span class="sc">{</span>i<span class="sc">}</span><span class="ss">------------------------------------------------------------"</span>)</span>
+<span id="cb19-6"><a href="#cb19-6" aria-hidden="true" tabindex="-1"></a>    <span class="bu">print</span>(doc)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>✅ We now have a fully functional, performant RAG sytem. That’s it for today! Congratulations for making it to the end 🥳</p>
+</section>
+<section id="to-go-further" class="level1">
+<h1>To go further 🗺️</h1>
+<p>This is not the end of the journey! You can try many steps to improve your RAG system. We recommend doing so in an iterative way: bring small changes to the system and see what improves performance.</p>
+<section id="setting-up-an-evaluation-pipeline" class="level3">
+<h3 class="anchored" data-anchor-id="setting-up-an-evaluation-pipeline">Setting up an evaluation pipeline</h3>
+<ul>
+<li>💬 “You cannot improve the model performance that you do not measure”, said Gandhi… or at least Llama2 told me he said it. Anyway, you should absolutely start by measuring performance: this means building a small evaluation dataset, then monitor the performance of your RAG system on this evaluation dataset.</li>
+</ul>
+</section>
+<section id="improving-the-retriever" class="level3">
+<h3 class="anchored" data-anchor-id="improving-the-retriever">Improving the retriever</h3>
+<p>🛠️ <strong>You can use these options to tune the results:</strong></p>
+<ul>
+<li>Tune the chunking method:
+<ul>
+<li>Size of the chunks</li>
+<li>Method: split on different separators, use <a href="https://python.langchain.com/docs/modules/data_connection/document_transformers/semantic-chunker">semantic chunking</a>…</li>
+</ul></li>
+<li>Change the embedding model</li>
+</ul>
+<p>👷‍♀️ <strong>More could be considered:</strong> - Try another chunking method, like semantic chunking - Change the index used (here, FAISS) - Query expansion: reformulate the user query in slightly different ways to retrieve more documents.</p>
+</section>
+<section id="improving-the-reader" class="level3">
+<h3 class="anchored" data-anchor-id="improving-the-reader">Improving the reader</h3>
+<p>🛠️ <strong>Here you can try the following options to improve results:</strong> - Tune the prompt - Switch reranking on/off - Choose a more powerful reader model</p>
+<p>💡 <strong>Many options could be considered here to further improve the results:</strong> - Compress the retrieved context to keep only the most relevant parts to answer the query. - Extend the RAG system to make it more user-friendly: - cite source - make conversational</p>
+
+
+</section>
+</section>
+
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+      tooltip.show();    
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+    setTimeout(function() {
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+        tooltip.hide();
+        button.removeAttribute("data-bs-title");
+        button.removeAttribute("data-bs-toggle");
+        button.removeAttribute("data-bs-placement");
+      }
+      button.setAttribute("title", currentTitle);
+      button.classList.remove('code-copy-button-checked');
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+    // clear code selection
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+  }
+  const getTextToCopy = function(trigger) {
+      const codeEl = trigger.previousElementSibling.cloneNode(true);
+      for (const childEl of codeEl.children) {
+        if (isCodeAnnotation(childEl)) {
+          childEl.remove();
+        }
+      }
+      return codeEl.innerText;
+  }
+  const clipboard = new window.ClipboardJS('.code-copy-button:not([data-in-quarto-modal])', {
+    text: getTextToCopy
+  });
+  clipboard.on('success', onCopySuccess);
+  if (window.document.getElementById('quarto-embedded-source-code-modal')) {
+    const clipboardModal = new window.ClipboardJS('.code-copy-button[data-in-quarto-modal]', {
+      text: getTextToCopy,
+      container: window.document.getElementById('quarto-embedded-source-code-modal')
+    });
+    clipboardModal.on('success', onCopySuccess);
+  }
+    var localhostRegex = new RegExp(/^(?:http|https):\/\/localhost\:?[0-9]*\//);
+    var mailtoRegex = new RegExp(/^mailto:/);
+      var filterRegex = new RegExp('/' + window.location.host + '/');
+    var isInternal = (href) => {
+        return filterRegex.test(href) || localhostRegex.test(href) || mailtoRegex.test(href);
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+    // Inspect non-navigation links and adorn them if external
+ 	var links = window.document.querySelectorAll('a[href]:not(.nav-link):not(.navbar-brand):not(.toc-action):not(.sidebar-link):not(.sidebar-item-toggle):not(.pagination-link):not(.no-external):not([aria-hidden]):not(.dropdown-item):not(.quarto-navigation-tool):not(.about-link)');
+    for (var i=0; i<links.length; i++) {
+      const link = links[i];
+      if (!isInternal(link.href)) {
+        // undo the damage that might have been done by quarto-nav.js in the case of
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+          link.href = link.dataset.originalHref;
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+      maxWidth: 500,
+      delay: 100,
+      arrow: false,
+      appendTo: function(el) {
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+      interactive: true,
+      interactiveBorder: 10,
+      theme: 'quarto',
+      placement: 'bottom-start',
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+    if (contentFn) {
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+    if (onTriggerFn) {
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+    }
+    if (onUntriggerFn) {
+      config.onUntrigger = onUntriggerFn;
+    }
+    window.tippy(el, config); 
+  }
+  const noterefs = window.document.querySelectorAll('a[role="doc-noteref"]');
+  for (var i=0; i<noterefs.length; i++) {
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+    tippyHover(ref, function() {
+      // use id or data attribute instead here
+      let href = ref.getAttribute('data-footnote-href') || ref.getAttribute('href');
+      try { href = new URL(href).hash; } catch {}
+      const id = href.replace(/^#\/?/, "");
+      const note = window.document.getElementById(id);
+      if (note) {
+        return note.innerHTML;
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+        if (window.Quarto?.typesetMath) {
+          window.Quarto.typesetMath(container);
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+        return container.innerHTML
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+        if (window.Quarto?.typesetMath) {
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+    const xref = xrefs[i];
+    tippyHover(xref, undefined, function(instance) {
+      instance.disable();
+      let url = xref.getAttribute('href');
+      let hash = undefined; 
+      if (url.startsWith('#')) {
+        hash = url;
+      } else {
+        try { hash = new URL(url).hash; } catch {}
+      }
+      if (hash) {
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+          .then(res => res.text())
+          .then(html => {
+            const parser = new DOMParser();
+            const htmlDoc = parser.parseFromString(html, "text/html");
+            const note = htmlDoc.getElementById(id);
+            if (note !== null) {
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+            instance.show();
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+        // See if we can fetch a full url (with no hash to target)
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+        .then(res => res.text())
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+          const parser = new DOMParser();
+          const htmlDoc = parser.parseFromString(html, "text/html");
+          const note = htmlDoc.querySelector('main.content');
+          if (note !== null) {
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+              note.children[0].remove();
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+            const html = processXRef(null, note);
+            instance.setContent(html);
+          } 
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+        let lineAttr = 'data-code-annotation="' +  annotation + '"';
+        const selector = 'span[' + cellAttr + '][' + lineAttr + ']';
+        return selector;
+      }
+      const selectCodeLines = (annoteEl) => {
+        const doc = window.document;
+        const targetCell = annoteEl.getAttribute("data-target-cell");
+        const targetAnnotation = annoteEl.getAttribute("data-target-annotation");
+        const annoteSpan = window.document.querySelector(selectorForAnnotation(targetCell, targetAnnotation));
+        const lines = annoteSpan.getAttribute("data-code-lines").split(",");
+        const lineIds = lines.map((line) => {
+          return targetCell + "-" + line;
+        })
+        let top = null;
+        let height = null;
+        let parent = null;
+        if (lineIds.length > 0) {
+            //compute the position of the single el (top and bottom and make a div)
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+            top = el.offsetTop;
+            height = el.offsetHeight;
+            parent = el.parentElement.parentElement;
+          if (lineIds.length > 1) {
+            const lastEl = window.document.getElementById(lineIds[lineIds.length - 1]);
+            const bottom = lastEl.offsetTop + lastEl.offsetHeight;
+            height = bottom - top;
+          }
+          if (top !== null && height !== null && parent !== null) {
+            // cook up a div (if necessary) and position it 
+            let div = window.document.getElementById("code-annotation-line-highlight");
+            if (div === null) {
+              div = window.document.createElement("div");
+              div.setAttribute("id", "code-annotation-line-highlight");
+              div.style.position = 'absolute';
+              parent.appendChild(div);
+            }
+            div.style.top = top - 2 + "px";
+            div.style.height = height + 4 + "px";
+            div.style.left = 0;
+            let gutterDiv = window.document.getElementById("code-annotation-line-highlight-gutter");
+            if (gutterDiv === null) {
+              gutterDiv = window.document.createElement("div");
+              gutterDiv.setAttribute("id", "code-annotation-line-highlight-gutter");
+              gutterDiv.style.position = 'absolute';
+              const codeCell = window.document.getElementById(targetCell);
+              const gutter = codeCell.querySelector('.code-annotation-gutter');
+              gutter.appendChild(gutterDiv);
+            }
+            gutterDiv.style.top = top - 2 + "px";
+            gutterDiv.style.height = height + 4 + "px";
+          }
+          selectedAnnoteEl = annoteEl;
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+      const unselectCodeLines = () => {
+        const elementsIds = ["code-annotation-line-highlight", "code-annotation-line-highlight-gutter"];
+        elementsIds.forEach((elId) => {
+          const div = window.document.getElementById(elId);
+          if (div) {
+            div.remove();
+          }
+        });
+        selectedAnnoteEl = undefined;
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+    window.addEventListener(
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+      throttle(() => {
+        elRect = undefined;
+        if (selectedAnnoteEl) {
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+    function throttle(fn, ms) {
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+              timer = throttle = false;
+            }, ms);
+        }
+      };
+    }
+      const annoteTargets = window.document.querySelectorAll('.code-annotation-anchor');
+      for (let i=0; i<annoteTargets.length; i++) {
+        const annoteTarget = annoteTargets[i];
+        const targetCell = annoteTarget.getAttribute("data-target-cell");
+        const targetAnnotation = annoteTarget.getAttribute("data-target-annotation");
+        const contentFn = () => {
+          const content = window.document.querySelector(selectorForAnnotation(targetCell, targetAnnotation));
+          if (content) {
+            const tipContent = content.cloneNode(true);
+            tipContent.classList.add("code-annotation-tip-content");
+            return tipContent.outerHTML;
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+        }
+        const config = {
+          allowHTML: true,
+          content: contentFn,
+          onShow: (instance) => {
+            selectCodeLines(instance.reference);
+            instance.reference.classList.add('code-annotation-active');
+            window.tippy.hideAll();
+          },
+          onHide: (instance) => {
+            unselectCodeLines();
+            instance.reference.classList.remove('code-annotation-active');
+          },
+          maxWidth: 300,
+          delay: [50, 0],
+          duration: [200, 0],
+          offset: [5, 10],
+          arrow: true,
+          appendTo: function(el) {
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+          },
+          interactive: true,
+          interactiveBorder: 10,
+          theme: 'quarto',
+          placement: 'right',
+          popperOptions: {
+            modifiers: [
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+              },
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+            {
+              name: 'preventOverflow',
+              options: {
+                mainAxis: false,
+                altAxis: false
+              }
+            }
+            ]        
+          }      
+        };
+        window.tippy(annoteTarget, config); 
+      }
+  const findCites = (el) => {
+    const parentEl = el.parentElement;
+    if (parentEl) {
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+      }
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+    }
+  };
+  var bibliorefs = window.document.querySelectorAll('a[role="doc-biblioref"]');
+  for (var i=0; i<bibliorefs.length; i++) {
+    const ref = bibliorefs[i];
+    const citeInfo = findCites(ref);
+    if (citeInfo) {
+      tippyHover(citeInfo.el, function() {
+        var popup = window.document.createElement('div');
+        citeInfo.cites.forEach(function(cite) {
+          var citeDiv = window.document.createElement('div');
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+          citeDiv.classList.add('csl-entry');
+          var biblioDiv = window.document.getElementById('ref-' + cite);
+          if (biblioDiv) {
+            citeDiv.innerHTML = biblioDiv.innerHTML;
+          }
+          popup.appendChild(citeDiv);
+        });
+        return popup.innerHTML;
+      });
+    }
+  }
+});
+</script>
+</div> <!-- /content -->
+
+
+
+
+</body></html>
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diff --git a/src/_site/notebooks/automatic_embedding.html b/src/_site/notebooks/automatic_embedding.html
new file mode 100644
index 0000000000000000000000000000000000000000..5bcff21208063c799bdb0c49474879fc1003dca8
--- /dev/null
+++ b/src/_site/notebooks/automatic_embedding.html
@@ -0,0 +1,1100 @@
+<!DOCTYPE html>
+<html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
+
+<meta charset="utf-8">
+<meta name="generator" content="quarto-1.6.40">
+
+<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
+
+
+<title>Inference Endpoints – Open-Source AI Cookbook</title>
+<style>
+code{white-space: pre-wrap;}
+span.smallcaps{font-variant: small-caps;}
+div.columns{display: flex; gap: min(4vw, 1.5em);}
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+div.hanging-indent{margin-left: 1.5em; text-indent: -1.5em;}
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+/* CSS for syntax highlighting */
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+pre.sourceCode { margin: 0; }
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+}
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+    -khtml-user-select: none; -moz-user-select: none;
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+div.sourceCode
+  {   }
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+pre > code.sourceCode > span > a:first-child::before { text-decoration: underline; }
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+
+
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.5.1/jquery.min.js" integrity="sha512-bLT0Qm9VnAYZDflyKcBaQ2gg0hSYNQrJ8RilYldYQ1FxQYoCLtUjuuRuZo+fjqhx/qtq/1itJ0C2ejDxltZVFg==" crossorigin="anonymous"></script><script src="../site_libs/quarto-nav/quarto-nav.js"></script>
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+<script src="../site_libs/quarto-html/popper.min.js"></script>
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+<script src="../site_libs/quarto-html/anchor.min.js"></script>
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+<link href="../site_libs/quarto-html/quarto-syntax-highlighting-549806ee2085284f45b00abea8c6df48.css" rel="stylesheet" id="quarto-text-highlighting-styles">
+<script src="../site_libs/bootstrap/bootstrap.min.js"></script>
+<link href="../site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
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+    "search-more-match-text": "more match in this document",
+    "search-more-matches-text": "more matches in this document",
+    "search-clear-button-title": "Clear",
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+<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js" integrity="sha512-c3Nl8+7g4LMSTdrm621y7kf9v3SDPnhxLNhcjFJbKECVnmZHTdo+IRO05sNLTH/D3vA6u1X32ehoLC7WFVdheg==" crossorigin="anonymous"></script>
+
+<script type="application/javascript">define('jquery', [],function() {return window.jQuery;})</script>
+<script src="https://unpkg.com/@jupyter-widgets/html-manager@*/dist/embed-amd.js" crossorigin="anonymous"></script>
+
+
+<link rel="stylesheet" href="../styles.css">
+</head>
+
+<body class="nav-sidebar docked">
+
+<div id="quarto-search-results"></div>
+  <header id="quarto-header" class="headroom fixed-top">
+  <nav class="quarto-secondary-nav">
+    <div class="container-fluid d-flex">
+      <button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" role="button" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
+        <i class="bi bi-layout-text-sidebar-reverse"></i>
+      </button>
+        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item">Open-Source AI Cookbook</li><li class="breadcrumb-item"><a href="../notebooks/automatic_embedding.html">Additional Techniques</a></li><li class="breadcrumb-item"><a href="../notebooks/automatic_embedding.html">Automatic Embedding</a></li></ol></nav>
+        <a class="flex-grow-1" role="navigation" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">      
+        </a>
+      <button type="button" class="btn quarto-search-button" aria-label="Search" onclick="window.quartoOpenSearch();">
+        <i class="bi bi-search"></i>
+      </button>
+    </div>
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+<!-- content -->
+<div id="quarto-content" class="quarto-container page-columns page-rows-contents page-layout-article">
+<!-- sidebar -->
+  <nav id="quarto-sidebar" class="sidebar collapse collapse-horizontal quarto-sidebar-collapse-item sidebar-navigation docked overflow-auto">
+    <div class="pt-lg-2 mt-2 text-left sidebar-header">
+    <div class="sidebar-title mb-0 py-0">
+      <a href="../">Open-Source AI Cookbook</a> 
+    </div>
+      </div>
+        <div class="mt-2 flex-shrink-0 align-items-center">
+        <div class="sidebar-search">
+        <div id="quarto-search" class="" title="Search"></div>
+        </div>
+        </div>
+    <div class="sidebar-menu-container"> 
+    <ul class="list-unstyled mt-1">
+        <li class="sidebar-item sidebar-item-section">
+      <div class="sidebar-item-container"> 
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-1" role="navigation" aria-expanded="true">
+ <span class="menu-text">About</span></a>
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-1" role="navigation" aria-expanded="true" aria-label="Toggle section">
+            <i class="bi bi-chevron-right ms-2"></i>
+          </a> 
+      </div>
+      <ul id="quarto-sidebar-section-1" class="collapse list-unstyled sidebar-section depth1 show">  
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../index.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">About Quarto</span></a>
+  </div>
+</li>
+      </ul>
+  </li>
+        <li class="sidebar-item sidebar-item-section">
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+  <li><a href="#how-to-use-inference-endpoints-to-embed-documents" id="toc-how-to-use-inference-endpoints-to-embed-documents" class="nav-link active" data-scroll-target="#how-to-use-inference-endpoints-to-embed-documents">How to use Inference Endpoints to Embed Documents</a>
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+  <li><a href="#approach" id="toc-approach" class="nav-link" data-scroll-target="#approach">Approach</a></li>
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+  <li><a href="#imports" id="toc-imports" class="nav-link" data-scroll-target="#imports">Imports</a></li>
+  <li><a href="#config" id="toc-config" class="nav-link" data-scroll-target="#config">Config</a></li>
+  <li><a href="#get-dataset" id="toc-get-dataset" class="nav-link" data-scroll-target="#get-dataset">Get Dataset</a></li>
+  </ul></li>
+  <li><a href="#inference-endpoints" id="toc-inference-endpoints" class="nav-link" data-scroll-target="#inference-endpoints">Inference Endpoints</a>
+  <ul class="collapse">
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+  </ul></li>
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+  <ul class="collapse">
+  <li><a href="#pause-inference-endpoint" id="toc-pause-inference-endpoint" class="nav-link" data-scroll-target="#pause-inference-endpoint">Pause Inference Endpoint</a></li>
+  </ul></li>
+  <li><a href="#push-updated-dataset-to-hub" id="toc-push-updated-dataset-to-hub" class="nav-link" data-scroll-target="#push-updated-dataset-to-hub">Push updated dataset to Hub</a></li>
+  <li><a href="#analyze-usage" id="toc-analyze-usage" class="nav-link" data-scroll-target="#analyze-usage">Analyze Usage</a></li>
+  <li><a href="#delete-endpoint" id="toc-delete-endpoint" class="nav-link" data-scroll-target="#delete-endpoint">Delete Endpoint</a></li>
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+
+<header id="title-block-header" class="quarto-title-block default"><nav class="quarto-page-breadcrumbs quarto-title-breadcrumbs d-none d-lg-block" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item">Open-Source AI Cookbook</li><li class="breadcrumb-item"><a href="../notebooks/automatic_embedding.html">Additional Techniques</a></li><li class="breadcrumb-item"><a href="../notebooks/automatic_embedding.html">Automatic Embedding</a></li></ol></nav>
+<div class="quarto-title">
+<h1 class="title">Inference Endpoints</h1>
+</div>
+
+
+
+<div class="quarto-title-meta">
+
+    
+  
+    
+  </div>
+  
+
+
+</header>
+
+
+<section id="how-to-use-inference-endpoints-to-embed-documents" class="level1">
+<h1>How to use Inference Endpoints to Embed Documents</h1>
+<p><em>Authored by: <a href="https://huggingface.co/derek-thomas">Derek Thomas</a></em></p>
+<section id="goal" class="level2">
+<h2 class="anchored" data-anchor-id="goal">Goal</h2>
+<p>I have a dataset I want to embed for semantic search (or QA, or RAG), I want the easiest way to do embed this and put it in a new dataset.</p>
+</section>
+<section id="approach" class="level2">
+<h2 class="anchored" data-anchor-id="approach">Approach</h2>
+<p>I’m using a dataset from my favorite subreddit <a href="https://www.reddit.com/r/bestofredditorupdates/">r/bestofredditorupdates</a>. Because it has long entries, I will use the new <a href="https://huggingface.co/jinaai/jina-embeddings-v2-base-en">jinaai/jina-embeddings-v2-base-en</a> since it has an 8k context length. I will deploy this using <a href="https://huggingface.co/inference-endpoints">Inference Endpoint</a> to save time and money. To follow this tutorial, you will need to <strong>have already added a payment method</strong>. If you haven’t, you can add one here in <a href="https://huggingface.co/docs/hub/billing#billing">billing</a>. To make it even easier, I’ll make this fully API based.</p>
+<p>To make this MUCH faster I will use the <a href="https://github.com/huggingface/text-embeddings-inference">Text Embeddings Inference</a> image. This has many benefits like: - No model graph compilation step - Small docker images and fast boot times. Get ready for true serverless! - Token based dynamic batching - Optimized transformers code for inference using Flash Attention, Candle and cuBLASLt - Safetensors weight loading - Production ready (distributed tracing with Open Telemetry, Prometheus metrics)</p>
+<div class="quarto-figure quarto-figure-center">
+<figure class="figure">
+<p><img src="https://media.githubusercontent.com/media/huggingface/text-embeddings-inference/main/assets/bs1-tp.png" class="img-fluid figure-img"></p>
+<figcaption>img</figcaption>
+</figure>
+</div>
+</section>
+<section id="requirements" class="level2">
+<h2 class="anchored" data-anchor-id="requirements">Requirements</h2>
+<div id="35386f72-32cb-49fa-a108-3aa504e20429" class="cell" data-tags="[]">
+<div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="op">!</span>pip install <span class="op">-</span>q aiohttp<span class="op">==</span><span class="fl">3.8.3</span> datasets<span class="op">==</span><span class="fl">2.14.6</span> pandas<span class="op">==</span><span class="fl">1.5.3</span> requests<span class="op">==</span><span class="fl">2.31.0</span> tqdm<span class="op">==</span><span class="fl">4.66.1</span> huggingface<span class="op">-</span>hub<span class="op">&gt;=</span><span class="fl">0.20</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="imports" class="level2">
+<h2 class="anchored" data-anchor-id="imports">Imports</h2>
+<div id="e2beecdd-d033-4736-bd45-6754ec53b4ac" class="cell" data-tags="[]" data-execution_count="3">
+<div class="sourceCode cell-code" id="cb2"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> asyncio</span>
+<span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> getpass <span class="im">import</span> getpass</span>
+<span id="cb2-3"><a href="#cb2-3" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> json</span>
+<span id="cb2-4"><a href="#cb2-4" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> pathlib <span class="im">import</span> Path</span>
+<span id="cb2-5"><a href="#cb2-5" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> time</span>
+<span id="cb2-6"><a href="#cb2-6" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> typing <span class="im">import</span> Optional</span>
+<span id="cb2-7"><a href="#cb2-7" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb2-8"><a href="#cb2-8" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> aiohttp <span class="im">import</span> ClientSession, ClientTimeout</span>
+<span id="cb2-9"><a href="#cb2-9" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> datasets <span class="im">import</span> load_dataset, Dataset, DatasetDict</span>
+<span id="cb2-10"><a href="#cb2-10" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> huggingface_hub <span class="im">import</span> notebook_login, create_inference_endpoint, list_inference_endpoints, whoami</span>
+<span id="cb2-11"><a href="#cb2-11" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> numpy <span class="im">as</span> np</span>
+<span id="cb2-12"><a href="#cb2-12" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> pandas <span class="im">as</span> pd</span>
+<span id="cb2-13"><a href="#cb2-13" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> requests</span>
+<span id="cb2-14"><a href="#cb2-14" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> tqdm.auto <span class="im">import</span> tqdm</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="config" class="level2">
+<h2 class="anchored" data-anchor-id="config">Config</h2>
+<p><code>DATASET_IN</code> is where your text data is <code>DATASET_OUT</code> is where your embeddings will be stored</p>
+<p>Note I used 5 for the <code>MAX_WORKERS</code> since <code>jina-embeddings-v2</code> are quite memory hungry.</p>
+<div id="df2f79f0-9f28-46e6-9fc7-27e9537ff5be" class="cell" data-tags="[]" data-execution_count="4">
+<div class="sourceCode cell-code" id="cb3"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a>DATASET_IN <span class="op">=</span> <span class="st">'derek-thomas/dataset-creator-reddit-bestofredditorupdates'</span></span>
+<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a>DATASET_OUT <span class="op">=</span> <span class="st">"processed-subset-bestofredditorupdates"</span></span>
+<span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a>ENDPOINT_NAME <span class="op">=</span> <span class="st">"boru-jina-embeddings-demo-ie"</span></span>
+<span id="cb3-4"><a href="#cb3-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb3-5"><a href="#cb3-5" aria-hidden="true" tabindex="-1"></a>MAX_WORKERS <span class="op">=</span> <span class="dv">5</span>  <span class="co"># This is for how many async workers you want. Choose based on the model and hardware </span></span>
+<span id="cb3-6"><a href="#cb3-6" aria-hidden="true" tabindex="-1"></a>ROW_COUNT <span class="op">=</span> <span class="dv">100</span>  <span class="co"># Choose None to use all rows, Im using 100 just for a demo</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>Hugging Face offers a number of GPUs that you can choose from a number of GPUs that you can choose in Inference Endpoints. Here they are in table form:</p>
+<table class="caption-top table">
+<thead>
+<tr class="header">
+<th>GPU</th>
+<th>instanceType</th>
+<th>instanceSize</th>
+<th>vRAM</th>
+</tr>
+</thead>
+<tbody>
+<tr class="odd">
+<td>1x Nvidia Tesla T4</td>
+<td>g4dn.xlarge</td>
+<td>small</td>
+<td>16GB</td>
+</tr>
+<tr class="even">
+<td>4x Nvidia Tesla T4</td>
+<td>g4dn.12xlarge</td>
+<td>large</td>
+<td>64GB</td>
+</tr>
+<tr class="odd">
+<td>1x Nvidia A10G</td>
+<td>g5.2xlarge</td>
+<td>medium</td>
+<td>24GB</td>
+</tr>
+<tr class="even">
+<td>4x Nvidia A10G</td>
+<td>g5.12xlarge</td>
+<td>xxlarge</td>
+<td>96GB</td>
+</tr>
+<tr class="odd">
+<td>1x Nvidia A100*</td>
+<td>p4de</td>
+<td>xlarge</td>
+<td>80GB</td>
+</tr>
+<tr class="even">
+<td>2x Nvidia A100*</td>
+<td>p4de</td>
+<td>2xlarge</td>
+<td>160GB</td>
+</tr>
+</tbody>
+</table>
+<p>*Note that for A100s you might get a note to email us to get access.</p>
+<div id="3c2106c1-2e5a-443a-9ea8-a3cd0e9c5a94" class="cell" data-tags="[]" data-execution_count="4">
+<div class="sourceCode cell-code" id="cb4"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="co"># GPU Choice</span></span>
+<span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a>VENDOR<span class="op">=</span><span class="st">"aws"</span></span>
+<span id="cb4-3"><a href="#cb4-3" aria-hidden="true" tabindex="-1"></a>REGION<span class="op">=</span><span class="st">"us-east-1"</span></span>
+<span id="cb4-4"><a href="#cb4-4" aria-hidden="true" tabindex="-1"></a>INSTANCE_SIZE<span class="op">=</span><span class="st">"medium"</span></span>
+<span id="cb4-5"><a href="#cb4-5" aria-hidden="true" tabindex="-1"></a>INSTANCE_TYPE<span class="op">=</span><span class="st">"g5.2xlarge"</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="0ca1140c-3fcc-4b99-9210-6da1505a27b7" class="cell" data-tags="[]" data-execution_count="5">
+<div class="sourceCode cell-code" id="cb5"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a>notebook_login()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-display">
+<script type="application/vnd.jupyter.widget-view+json">
+{"model_id":"ee80821056e147fa9cabf30f64dc85a8","version_major":2,"version_minor":0,"quarto_mimetype":"application/vnd.jupyter.widget-view+json"}
+</script>
+</div>
+</div>
+<p>Some users might have payment registered in an organization. This allows you to connect to an organization (that you are a member of) with a payment method.</p>
+<p>Leave it blank is you want to use your username.</p>
+<div id="88cdbd73-5923-4ae9-9940-b6be935f70fa" class="cell" data-tags="[]" data-execution_count="6">
+<div class="sourceCode cell-code" id="cb6"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a>who <span class="op">=</span> whoami()</span>
+<span id="cb6-2"><a href="#cb6-2" aria-hidden="true" tabindex="-1"></a>organization <span class="op">=</span> getpass(prompt<span class="op">=</span><span class="st">"What is your Hugging Face 🤗 username or organization? (with an added payment method)"</span>)</span>
+<span id="cb6-3"><a href="#cb6-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb6-4"><a href="#cb6-4" aria-hidden="true" tabindex="-1"></a>namespace <span class="op">=</span> organization <span class="kw">or</span> who[<span class="st">'name'</span>]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>What is your Hugging Face 🤗 username or organization? (with an added payment method) ········</code></pre>
+</div>
+</div>
+</section>
+<section id="get-dataset" class="level2">
+<h2 class="anchored" data-anchor-id="get-dataset">Get Dataset</h2>
+<div id="27835fa4-3a4f-44b1-a02a-5e31584a1bba" class="cell" data-tags="[]" data-execution_count="7">
+<div class="sourceCode cell-code" id="cb8"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a>dataset <span class="op">=</span> load_dataset(DATASET_IN)</span>
+<span id="cb8-2"><a href="#cb8-2" aria-hidden="true" tabindex="-1"></a>dataset[<span class="st">'train'</span>]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-display">
+<script type="application/vnd.jupyter.widget-view+json">
+{"model_id":"4041cedd3b3f4f8db3e29ec102f46a3a","version_major":2,"version_minor":0,"quarto_mimetype":"application/vnd.jupyter.widget-view+json"}
+</script>
+</div>
+<div class="cell-output cell-output-display" data-execution_count="7">
+<pre><code>Dataset({
+    features: ['id', 'content', 'score', 'date_utc', 'title', 'flair', 'poster', 'permalink', 'new', 'updated'],
+    num_rows: 10042
+})</code></pre>
+</div>
+</div>
+<div id="8846087e-4d0d-4c0e-8aeb-ea95d9e97126" class="cell" data-tags="[]" data-execution_count="8">
+<div class="sourceCode cell-code" id="cb10"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb10-1"><a href="#cb10-1" aria-hidden="true" tabindex="-1"></a>documents <span class="op">=</span> dataset[<span class="st">'train'</span>].to_pandas().to_dict(<span class="st">'records'</span>)[:ROW_COUNT]</span>
+<span id="cb10-2"><a href="#cb10-2" aria-hidden="true" tabindex="-1"></a><span class="bu">len</span>(documents), documents[<span class="dv">0</span>]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-display" data-execution_count="8">
+<pre><code>(100,
+ {'id': '10004zw',
+  'content': '[removed]',
+  'score': 1,
+  'date_utc': Timestamp('2022-12-31 18:16:22'),
+  'title': 'To All BORU contributors, Thank you :)',
+  'flair': 'CONCLUDED',
+  'poster': 'IsItAcOnSeQuEnCe',
+  'permalink': '/r/BestofRedditorUpdates/comments/10004zw/to_all_boru_contributors_thank_you/',
+  'new': False,
+  'updated': False})</code></pre>
+</div>
+</div>
+</section>
+</section>
+<section id="inference-endpoints" class="level1">
+<h1>Inference Endpoints</h1>
+<section id="create-inference-endpoint" class="level2">
+<h2 class="anchored" data-anchor-id="create-inference-endpoint">Create Inference Endpoint</h2>
+<p>We are going to use the <a href="https://huggingface.co/docs/inference-endpoints/api_reference">API</a> to create an <a href="https://huggingface.co/inference-endpoints">Inference Endpoint</a>. This should provide a few main benefits: - It’s convenient (No clicking) - It’s repeatable (We have the code to run it easily) - It’s cheaper (No time spent waiting for it to load, and automatically shut it down)</p>
+<div id="9e59de46-26b7-4bb9-bbad-8bba9931bde7" class="cell" data-tags="[]" data-execution_count="9">
+<div class="sourceCode cell-code" id="cb12"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb12-1"><a href="#cb12-1" aria-hidden="true" tabindex="-1"></a><span class="cf">try</span>:</span>
+<span id="cb12-2"><a href="#cb12-2" aria-hidden="true" tabindex="-1"></a>    endpoint <span class="op">=</span> create_inference_endpoint(</span>
+<span id="cb12-3"><a href="#cb12-3" aria-hidden="true" tabindex="-1"></a>        ENDPOINT_NAME,</span>
+<span id="cb12-4"><a href="#cb12-4" aria-hidden="true" tabindex="-1"></a>        repository<span class="op">=</span><span class="st">"jinaai/jina-embeddings-v2-base-en"</span>,</span>
+<span id="cb12-5"><a href="#cb12-5" aria-hidden="true" tabindex="-1"></a>        revision<span class="op">=</span><span class="st">"7302ac470bed880590f9344bfeee32ff8722d0e5"</span>,</span>
+<span id="cb12-6"><a href="#cb12-6" aria-hidden="true" tabindex="-1"></a>        task<span class="op">=</span><span class="st">"sentence-embeddings"</span>,</span>
+<span id="cb12-7"><a href="#cb12-7" aria-hidden="true" tabindex="-1"></a>        framework<span class="op">=</span><span class="st">"pytorch"</span>,</span>
+<span id="cb12-8"><a href="#cb12-8" aria-hidden="true" tabindex="-1"></a>        accelerator<span class="op">=</span><span class="st">"gpu"</span>,</span>
+<span id="cb12-9"><a href="#cb12-9" aria-hidden="true" tabindex="-1"></a>        instance_size<span class="op">=</span>INSTANCE_SIZE,</span>
+<span id="cb12-10"><a href="#cb12-10" aria-hidden="true" tabindex="-1"></a>        instance_type<span class="op">=</span>INSTANCE_TYPE,</span>
+<span id="cb12-11"><a href="#cb12-11" aria-hidden="true" tabindex="-1"></a>        region<span class="op">=</span>REGION,</span>
+<span id="cb12-12"><a href="#cb12-12" aria-hidden="true" tabindex="-1"></a>        vendor<span class="op">=</span>VENDOR,</span>
+<span id="cb12-13"><a href="#cb12-13" aria-hidden="true" tabindex="-1"></a>        namespace<span class="op">=</span>namespace,</span>
+<span id="cb12-14"><a href="#cb12-14" aria-hidden="true" tabindex="-1"></a>        custom_image<span class="op">=</span>{</span>
+<span id="cb12-15"><a href="#cb12-15" aria-hidden="true" tabindex="-1"></a>            <span class="st">"health_route"</span>: <span class="st">"/health"</span>,</span>
+<span id="cb12-16"><a href="#cb12-16" aria-hidden="true" tabindex="-1"></a>            <span class="st">"env"</span>: {</span>
+<span id="cb12-17"><a href="#cb12-17" aria-hidden="true" tabindex="-1"></a>                <span class="st">"MAX_BATCH_TOKENS"</span>: <span class="bu">str</span>(MAX_WORKERS <span class="op">*</span> <span class="dv">2048</span>),</span>
+<span id="cb12-18"><a href="#cb12-18" aria-hidden="true" tabindex="-1"></a>                <span class="st">"MAX_CONCURRENT_REQUESTS"</span>: <span class="st">"512"</span>,</span>
+<span id="cb12-19"><a href="#cb12-19" aria-hidden="true" tabindex="-1"></a>                <span class="st">"MODEL_ID"</span>: <span class="st">"/repository"</span></span>
+<span id="cb12-20"><a href="#cb12-20" aria-hidden="true" tabindex="-1"></a>            },</span>
+<span id="cb12-21"><a href="#cb12-21" aria-hidden="true" tabindex="-1"></a>            <span class="st">"url"</span>: <span class="st">"ghcr.io/huggingface/text-embeddings-inference:0.5.0"</span>,</span>
+<span id="cb12-22"><a href="#cb12-22" aria-hidden="true" tabindex="-1"></a>        },</span>
+<span id="cb12-23"><a href="#cb12-23" aria-hidden="true" tabindex="-1"></a>        <span class="bu">type</span><span class="op">=</span><span class="st">"protected"</span>,</span>
+<span id="cb12-24"><a href="#cb12-24" aria-hidden="true" tabindex="-1"></a>    )</span>
+<span id="cb12-25"><a href="#cb12-25" aria-hidden="true" tabindex="-1"></a><span class="cf">except</span>:</span>
+<span id="cb12-26"><a href="#cb12-26" aria-hidden="true" tabindex="-1"></a>    endpoint <span class="op">=</span> [ie <span class="cf">for</span> ie <span class="kw">in</span> list_inference_endpoints(namespace<span class="op">=</span>namespace) <span class="cf">if</span> ie.name <span class="op">==</span> ENDPOINT_NAME][<span class="dv">0</span>]</span>
+<span id="cb12-27"><a href="#cb12-27" aria-hidden="true" tabindex="-1"></a>    <span class="bu">print</span>(<span class="st">'Loaded endpoint'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>There are a few design choices here: - As discussed before we are using <code>jinaai/jina-embeddings-v2-base-en</code> as our model. - For reproducibility we are pinning it to a specific revision. - If you are interested in more models, check out the supported list <a href="https://huggingface.co/docs/text-embeddings-inference/supported_models">here</a>. - Note that most embedding models are based on the BERT architecture. - <code>MAX_BATCH_TOKENS</code> is chosen based on our number of workers and the context window of our embedding model. - <code>type="protected"</code> utilized the security from Inference Endpoints detailed here. - I’m using <strong>1x Nvidia A10</strong> since <code>jina-embeddings-v2</code> is memory hungry (remember the 8k context length). - You should consider further tuning <code>MAX_BATCH_TOKENS</code> and <code>MAX_CONCURRENT_REQUESTS</code> if you have high workloads</p>
+</section>
+<section id="wait-until-its-running" class="level2">
+<h2 class="anchored" data-anchor-id="wait-until-its-running">Wait until it’s running</h2>
+<div id="5f3a8bd2-753c-49a8-9452-899578beddc5" class="cell" data-tags="[]" data-execution_count="10">
+<div class="sourceCode cell-code" id="cb13"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb13-1"><a href="#cb13-1" aria-hidden="true" tabindex="-1"></a><span class="op">%%</span>time</span>
+<span id="cb13-2"><a href="#cb13-2" aria-hidden="true" tabindex="-1"></a>endpoint.wait()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>CPU times: user 48.1 ms, sys: 15.7 ms, total: 63.8 ms
+Wall time: 52.6 s</code></pre>
+</div>
+<div class="cell-output cell-output-display" data-execution_count="10">
+<pre><code>InferenceEndpoint(name='boru-jina-embeddings-demo-ie', namespace='HF-test-lab', repository='jinaai/jina-embeddings-v2-base-en', status='running', url='https://k7l1xeok1jwnpbx5.us-east-1.aws.endpoints.huggingface.cloud')</code></pre>
+</div>
+</div>
+<p>When we use <code>endpoint.client.post</code> we get a bytes string back. This is a little tedious because we need to convert this to an <code>np.array</code>, but it’s just a couple quick lines in python.</p>
+<div id="e09253d5-70ff-4d0e-8888-0022ce0adf7b" class="cell" data-tags="[]" data-execution_count="12">
+<div class="sourceCode cell-code" id="cb16"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb16-1"><a href="#cb16-1" aria-hidden="true" tabindex="-1"></a>response <span class="op">=</span> endpoint.client.post(json<span class="op">=</span>{<span class="st">"inputs"</span>: <span class="st">'This sound track was beautiful! It paints the senery in your mind so well I would recomend it even to people who hate vid. game music!'</span>, <span class="st">'truncate'</span>: <span class="va">True</span>}, task<span class="op">=</span><span class="st">"feature-extraction"</span>)</span>
+<span id="cb16-2"><a href="#cb16-2" aria-hidden="true" tabindex="-1"></a>response <span class="op">=</span> np.array(json.loads(response.decode()))</span>
+<span id="cb16-3"><a href="#cb16-3" aria-hidden="true" tabindex="-1"></a>response[<span class="dv">0</span>][:<span class="dv">20</span>]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-display" data-execution_count="12">
+<pre><code>array([-0.05630935, -0.03560849,  0.02789049,  0.02792823, -0.02800371,
+       -0.01530391, -0.01863454, -0.0077982 ,  0.05374297,  0.03672185,
+       -0.06114018, -0.06880157, -0.0093503 , -0.03174005, -0.03206085,
+        0.0610647 ,  0.02243694,  0.03217408,  0.04181686,  0.00248854])</code></pre>
+</div>
+</div>
+<p>You may have inputs that exceed the context. In such scenarios, it’s up to you to handle them. In my case, I’d like to truncate rather than have an error. Let’s test that it works.</p>
+<div id="a4a1cd15-dda3-4cfa-8bda-788d8c1b9e32" class="cell" data-tags="[]" data-execution_count="13">
+<div class="sourceCode cell-code" id="cb18"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb18-1"><a href="#cb18-1" aria-hidden="true" tabindex="-1"></a>embedding_input <span class="op">=</span> <span class="st">'This input will get multiplied'</span> <span class="op">*</span> <span class="dv">10000</span></span>
+<span id="cb18-2"><a href="#cb18-2" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="ss">f'The length of the embedding_input is: </span><span class="sc">{</span><span class="bu">len</span>(embedding_input)<span class="sc">}</span><span class="ss">'</span>)</span>
+<span id="cb18-3"><a href="#cb18-3" aria-hidden="true" tabindex="-1"></a>response <span class="op">=</span> endpoint.client.post(json<span class="op">=</span>{<span class="st">"inputs"</span>: embedding_input, <span class="st">'truncate'</span>: <span class="va">True</span>}, task<span class="op">=</span><span class="st">"feature-extraction"</span>)</span>
+<span id="cb18-4"><a href="#cb18-4" aria-hidden="true" tabindex="-1"></a>response <span class="op">=</span> np.array(json.loads(response.decode()))</span>
+<span id="cb18-5"><a href="#cb18-5" aria-hidden="true" tabindex="-1"></a>response[<span class="dv">0</span>][:<span class="dv">20</span>]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>The length of the embedding_input is: 300000</code></pre>
+</div>
+<div class="cell-output cell-output-display" data-execution_count="13">
+<pre><code>array([-0.03088215, -0.0351537 ,  0.05749275,  0.00983467,  0.02108356,
+        0.04539965,  0.06107162, -0.02536954,  0.03887688,  0.01998681,
+       -0.05391388,  0.01529677, -0.1279156 ,  0.01653782, -0.01940958,
+        0.0367411 ,  0.0031748 ,  0.04716022, -0.00713609, -0.00155313])</code></pre>
+</div>
+</div>
+</section>
+</section>
+<section id="get-embeddings" class="level1">
+<h1>Get Embeddings</h1>
+<p>Here I send a document, update it with the embedding, and return it. This happens in parallel with <code>MAX_WORKERS</code>.</p>
+<div id="ad3193fb-3def-42a8-968e-c63f2b864ca8" class="cell" data-tags="[]" data-execution_count="14">
+<div class="sourceCode cell-code" id="cb21"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb21-1"><a href="#cb21-1" aria-hidden="true" tabindex="-1"></a><span class="cf">async</span> <span class="kw">def</span> request(document, semaphore):</span>
+<span id="cb21-2"><a href="#cb21-2" aria-hidden="true" tabindex="-1"></a>    <span class="co"># Semaphore guard</span></span>
+<span id="cb21-3"><a href="#cb21-3" aria-hidden="true" tabindex="-1"></a>    <span class="cf">async</span> <span class="cf">with</span> semaphore:</span>
+<span id="cb21-4"><a href="#cb21-4" aria-hidden="true" tabindex="-1"></a>        result <span class="op">=</span> <span class="cf">await</span> endpoint.async_client.post(json<span class="op">=</span>{<span class="st">"inputs"</span>: document[<span class="st">'content'</span>], <span class="st">'truncate'</span>: <span class="va">True</span>}, task<span class="op">=</span><span class="st">"feature-extraction"</span>)</span>
+<span id="cb21-5"><a href="#cb21-5" aria-hidden="true" tabindex="-1"></a>        result <span class="op">=</span> np.array(json.loads(result.decode()))</span>
+<span id="cb21-6"><a href="#cb21-6" aria-hidden="true" tabindex="-1"></a>        document[<span class="st">'embedding'</span>] <span class="op">=</span> result[<span class="dv">0</span>]  <span class="co"># Assuming the API's output can be directly assigned</span></span>
+<span id="cb21-7"><a href="#cb21-7" aria-hidden="true" tabindex="-1"></a>        <span class="cf">return</span> document</span>
+<span id="cb21-8"><a href="#cb21-8" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb21-9"><a href="#cb21-9" aria-hidden="true" tabindex="-1"></a><span class="cf">async</span> <span class="kw">def</span> main(documents):</span>
+<span id="cb21-10"><a href="#cb21-10" aria-hidden="true" tabindex="-1"></a>    <span class="co"># Semaphore to limit concurrent requests. Adjust the number as needed.</span></span>
+<span id="cb21-11"><a href="#cb21-11" aria-hidden="true" tabindex="-1"></a>    semaphore <span class="op">=</span> asyncio.BoundedSemaphore(MAX_WORKERS)</span>
+<span id="cb21-12"><a href="#cb21-12" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb21-13"><a href="#cb21-13" aria-hidden="true" tabindex="-1"></a>    <span class="co"># Creating a list of tasks</span></span>
+<span id="cb21-14"><a href="#cb21-14" aria-hidden="true" tabindex="-1"></a>    tasks <span class="op">=</span> [request(document, semaphore) <span class="cf">for</span> document <span class="kw">in</span> documents]</span>
+<span id="cb21-15"><a href="#cb21-15" aria-hidden="true" tabindex="-1"></a>    </span>
+<span id="cb21-16"><a href="#cb21-16" aria-hidden="true" tabindex="-1"></a>    <span class="co"># Using tqdm to show progress. It's been integrated into the async loop.</span></span>
+<span id="cb21-17"><a href="#cb21-17" aria-hidden="true" tabindex="-1"></a>    <span class="cf">for</span> f <span class="kw">in</span> tqdm(asyncio.as_completed(tasks), total<span class="op">=</span><span class="bu">len</span>(documents)):</span>
+<span id="cb21-18"><a href="#cb21-18" aria-hidden="true" tabindex="-1"></a>        <span class="cf">await</span> f</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="ec4983af-65eb-4841-808a-3738fb4d682d" class="cell" data-tags="[]" data-execution_count="15">
+<div class="sourceCode cell-code" id="cb22"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb22-1"><a href="#cb22-1" aria-hidden="true" tabindex="-1"></a>start <span class="op">=</span> time.perf_counter()</span>
+<span id="cb22-2"><a href="#cb22-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb22-3"><a href="#cb22-3" aria-hidden="true" tabindex="-1"></a><span class="co"># Get embeddings</span></span>
+<span id="cb22-4"><a href="#cb22-4" aria-hidden="true" tabindex="-1"></a><span class="cf">await</span> main(documents)</span>
+<span id="cb22-5"><a href="#cb22-5" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb22-6"><a href="#cb22-6" aria-hidden="true" tabindex="-1"></a><span class="co"># Make sure we got it all</span></span>
+<span id="cb22-7"><a href="#cb22-7" aria-hidden="true" tabindex="-1"></a>count <span class="op">=</span> <span class="dv">0</span></span>
+<span id="cb22-8"><a href="#cb22-8" aria-hidden="true" tabindex="-1"></a><span class="cf">for</span> document <span class="kw">in</span> documents:</span>
+<span id="cb22-9"><a href="#cb22-9" aria-hidden="true" tabindex="-1"></a>    <span class="cf">if</span> <span class="st">'embedding'</span> <span class="kw">in</span> document.keys() <span class="kw">and</span> <span class="bu">len</span>(document[<span class="st">'embedding'</span>]) <span class="op">==</span> <span class="dv">768</span>:</span>
+<span id="cb22-10"><a href="#cb22-10" aria-hidden="true" tabindex="-1"></a>        count <span class="op">+=</span> <span class="dv">1</span></span>
+<span id="cb22-11"><a href="#cb22-11" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="ss">f'Embeddings = </span><span class="sc">{</span>count<span class="sc">}</span><span class="ss"> documents = </span><span class="sc">{</span><span class="bu">len</span>(documents)<span class="sc">}</span><span class="ss">'</span>)</span>
+<span id="cb22-12"><a href="#cb22-12" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb22-13"><a href="#cb22-13" aria-hidden="true" tabindex="-1"></a>            </span>
+<span id="cb22-14"><a href="#cb22-14" aria-hidden="true" tabindex="-1"></a><span class="co"># Print elapsed time</span></span>
+<span id="cb22-15"><a href="#cb22-15" aria-hidden="true" tabindex="-1"></a>elapsed_time <span class="op">=</span> time.perf_counter() <span class="op">-</span> start</span>
+<span id="cb22-16"><a href="#cb22-16" aria-hidden="true" tabindex="-1"></a>minutes, seconds <span class="op">=</span> <span class="bu">divmod</span>(elapsed_time, <span class="dv">60</span>)</span>
+<span id="cb22-17"><a href="#cb22-17" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="ss">f"</span><span class="sc">{</span><span class="bu">int</span>(minutes)<span class="sc">}</span><span class="ss"> min </span><span class="sc">{</span>seconds<span class="sc">:.2f}</span><span class="ss"> sec"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-display">
+<script type="application/vnd.jupyter.widget-view+json">
+{"model_id":"48a2affdee8d46f3b0c1f691eaac4b89","version_major":2,"version_minor":0,"quarto_mimetype":"application/vnd.jupyter.widget-view+json"}
+</script>
+</div>
+<div class="cell-output cell-output-stdout">
+<pre><code>Embeddings = 100 documents = 100
+0 min 21.33 sec</code></pre>
+</div>
+</div>
+<section id="pause-inference-endpoint" class="level2">
+<h2 class="anchored" data-anchor-id="pause-inference-endpoint">Pause Inference Endpoint</h2>
+<p>Now that we have finished, let’s pause the endpoint so we don’t incur any extra charges, this will also allow us to analyze the cost.</p>
+<div id="540a0978-7670-4ce3-95c1-3823cc113b85" class="cell" data-tags="[]" data-execution_count="16">
+<div class="sourceCode cell-code" id="cb24"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb24-1"><a href="#cb24-1" aria-hidden="true" tabindex="-1"></a>endpoint <span class="op">=</span> endpoint.pause()</span>
+<span id="cb24-2"><a href="#cb24-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb24-3"><a href="#cb24-3" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="ss">f"Endpoint Status: </span><span class="sc">{</span>endpoint<span class="sc">.</span>status<span class="sc">}</span><span class="ss">"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>Endpoint Status: paused</code></pre>
+</div>
+</div>
+</section>
+</section>
+<section id="push-updated-dataset-to-hub" class="level1">
+<h1>Push updated dataset to Hub</h1>
+<p>We now have our documents updated with the embeddings we wanted. First we need to convert it back to a <code>Dataset</code> format. I find it easiest to go from list of dicts -&gt; <code>pd.DataFrame</code> -&gt; <code>Dataset</code></p>
+<div id="9bb993f8-d624-4192-9626-8e9ed9888a1b" class="cell" data-tags="[]" data-execution_count="17">
+<div class="sourceCode cell-code" id="cb26"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb26-1"><a href="#cb26-1" aria-hidden="true" tabindex="-1"></a>df <span class="op">=</span> pd.DataFrame(documents)</span>
+<span id="cb26-2"><a href="#cb26-2" aria-hidden="true" tabindex="-1"></a>dd <span class="op">=</span> DatasetDict({<span class="st">'train'</span>: Dataset.from_pandas(df)})</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>I’m uploading it to the user’s account by default (as opposed to uploading to an organization) but feel free to push to wherever you want by setting the user in the <code>repo_id</code> or in the config by setting <code>DATASET_OUT</code></p>
+<div id="f48e7c55-d5b7-4ed6-8516-272ae38716b1" class="cell" data-tags="[]" data-execution_count="18">
+<div class="sourceCode cell-code" id="cb27"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb27-1"><a href="#cb27-1" aria-hidden="true" tabindex="-1"></a>dd.push_to_hub(repo_id<span class="op">=</span>DATASET_OUT)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-display">
+<script type="application/vnd.jupyter.widget-view+json">
+{"model_id":"d3af2e864770481db5adc3968500b5d3","version_major":2,"version_minor":0,"quarto_mimetype":"application/vnd.jupyter.widget-view+json"}
+</script>
+</div>
+<div class="cell-output cell-output-display">
+<script type="application/vnd.jupyter.widget-view+json">
+{"model_id":"4e063c42d8f4490c939bc64e626b507a","version_major":2,"version_minor":0,"quarto_mimetype":"application/vnd.jupyter.widget-view+json"}
+</script>
+</div>
+</div>
+<div id="85ea2244-a4c6-4f04-b187-965a2fc356a8" class="cell" data-tags="[]" data-execution_count="19">
+<div class="sourceCode cell-code" id="cb28"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb28-1"><a href="#cb28-1" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="ss">f'Dataset is at https://huggingface.co/datasets/</span><span class="sc">{</span>who[<span class="st">"name"</span>]<span class="sc">}</span><span class="ss">/</span><span class="sc">{</span>DATASET_OUT<span class="sc">}</span><span class="ss">'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>Dataset is at https://huggingface.co/datasets/derek-thomas/processed-subset-bestofredditorupdates</code></pre>
+</div>
+</div>
+</section>
+<section id="analyze-usage" class="level1">
+<h1>Analyze Usage</h1>
+<ol type="1">
+<li>Go to your <code>dashboard_url</code> printed below</li>
+<li>Click on the Usage &amp; Cost tab</li>
+<li>See how much you have spent</li>
+</ol>
+<div id="16815445-3079-43da-b14e-b54176a07a62" class="cell" data-execution_count="20">
+<div class="sourceCode cell-code" id="cb30"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb30-1"><a href="#cb30-1" aria-hidden="true" tabindex="-1"></a>dashboard_url <span class="op">=</span> <span class="ss">f'https://ui.endpoints.huggingface.co/</span><span class="sc">{</span>namespace<span class="sc">}</span><span class="ss">/endpoints/</span><span class="sc">{</span>ENDPOINT_NAME<span class="sc">}</span><span class="ss">'</span></span>
+<span id="cb30-2"><a href="#cb30-2" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(dashboard_url)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>https://ui.endpoints.huggingface.co/HF-test-lab/endpoints/boru-jina-embeddings-demo-ie</code></pre>
+</div>
+</div>
+<div id="81096c6f-d12f-4781-84ec-9066cfa465b3" class="cell" data-execution_count="21">
+<div class="sourceCode cell-code" id="cb32"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb32-1"><a href="#cb32-1" aria-hidden="true" tabindex="-1"></a><span class="bu">input</span>(<span class="st">"Hit enter to continue with the notebook"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>Hit enter to continue with the notebook </code></pre>
+</div>
+<div class="cell-output cell-output-display" data-execution_count="21">
+<pre><code>''</code></pre>
+</div>
+</div>
+<p>We can see that it only took <code>$0.04</code> to pay for this!</p>
+</section>
+<section id="delete-endpoint" class="level1">
+<h1>Delete Endpoint</h1>
+<p>Now that we are done, we don’t need our endpoint anymore. We can delete our endpoint programmatically.</p>
+<div class="quarto-figure quarto-figure-center">
+<figure class="figure">
+<p><img src="https://huggingface.co/datasets/huggingface/cookbook-images/resolve/main/automatic_embedding_tei_inference_endpoints.png" class="img-fluid figure-img"></p>
+<figcaption>Cost</figcaption>
+</figure>
+</div>
+<div id="c310c0f3-6f12-4d5c-838b-3a4c1f2e54ad" class="cell" data-tags="[]" data-execution_count="22">
+<div class="sourceCode cell-code" id="cb35"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb35-1"><a href="#cb35-1" aria-hidden="true" tabindex="-1"></a>endpoint <span class="op">=</span> endpoint.delete()</span>
+<span id="cb35-2"><a href="#cb35-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb35-3"><a href="#cb35-3" aria-hidden="true" tabindex="-1"></a><span class="cf">if</span> <span class="kw">not</span> endpoint:</span>
+<span id="cb35-4"><a href="#cb35-4" aria-hidden="true" tabindex="-1"></a>    <span class="bu">print</span>(<span class="st">'Endpoint deleted successfully'</span>)</span>
+<span id="cb35-5"><a href="#cb35-5" aria-hidden="true" tabindex="-1"></a><span class="cf">else</span>:</span>
+<span id="cb35-6"><a href="#cb35-6" aria-hidden="true" tabindex="-1"></a>    <span class="bu">print</span>(<span class="st">'Delete Endpoint in manually'</span>) </span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>Endpoint deleted successfully</code></pre>
+</div>
+</div>
+
+
+</section>
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+<section id="embedding-multimodal-data-for-similarity-search-using-transformers-datasets-and-faiss" class="level1">
+<h1>Embedding multimodal data for similarity search using 🤗 transformers, 🤗 datasets and FAISS</h1>
+<p><em>Authored by: <a href="https://huggingface.co/merve">Merve Noyan</a></em></p>
+<p>Embeddings are semantically meaningful compressions of information. They can be used to do similarity search, zero-shot classification or simply train a new model. Use cases for similarity search include searching for similar products in e-commerce, content search in social media and more. This notebook walks you through using 🤗transformers, 🤗datasets and FAISS to create and index embeddings from a feature extraction model to later use them for similarity search. Let’s install necessary libraries.</p>
+<div id="cell-1" class="cell">
+<div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="op">!</span>pip install <span class="op">-</span>q datasets faiss<span class="op">-</span>gpu transformers sentencepiece</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>For this tutorial, we will use <a href="https://huggingface.co/openai/clip-vit-base-patch16">CLIP model</a> to extract the features. CLIP is a revolutionary model that introduced joint training of a text encoder and an image encoder to connect two modalities.</p>
+<div id="cell-3" class="cell">
+<div class="sourceCode cell-code" id="cb2"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> torch</span>
+<span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> PIL <span class="im">import</span> Image</span>
+<span id="cb2-3"><a href="#cb2-3" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> transformers <span class="im">import</span> AutoImageProcessor, AutoModel, AutoTokenizer</span>
+<span id="cb2-4"><a href="#cb2-4" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> faiss</span>
+<span id="cb2-5"><a href="#cb2-5" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> numpy <span class="im">as</span> np</span>
+<span id="cb2-6"><a href="#cb2-6" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb2-7"><a href="#cb2-7" aria-hidden="true" tabindex="-1"></a>device <span class="op">=</span> torch.device(<span class="st">'cuda'</span> <span class="cf">if</span> torch.cuda.is_available() <span class="cf">else</span> <span class="st">"cpu"</span>)</span>
+<span id="cb2-8"><a href="#cb2-8" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb2-9"><a href="#cb2-9" aria-hidden="true" tabindex="-1"></a>model <span class="op">=</span> AutoModel.from_pretrained(<span class="st">"openai/clip-vit-base-patch16"</span>).to(device)</span>
+<span id="cb2-10"><a href="#cb2-10" aria-hidden="true" tabindex="-1"></a>processor <span class="op">=</span> AutoImageProcessor.from_pretrained(<span class="st">"openai/clip-vit-base-patch16"</span>)</span>
+<span id="cb2-11"><a href="#cb2-11" aria-hidden="true" tabindex="-1"></a>tokenizer <span class="op">=</span> AutoTokenizer.from_pretrained(<span class="st">"openai/clip-vit-base-patch16"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>Load the dataset. To keep this notebook light, we will use a small captioning dataset, <a href="https://huggingface.co/datasets/jmhessel/newyorker_caption_contest">jmhessel/newyorker_caption_contest</a>.</p>
+<div id="cell-5" class="cell">
+<div class="sourceCode cell-code" id="cb3"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> datasets <span class="im">import</span> load_dataset</span>
+<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a>ds <span class="op">=</span> load_dataset(<span class="st">"jmhessel/newyorker_caption_contest"</span>, <span class="st">"explanation"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>See an example.</p>
+<div id="cell-7" class="cell" data-outputid="682033f9-da37-4cae-e1bc-4a5fbbb7f2fa">
+<div class="sourceCode cell-code" id="cb4"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a>ds[<span class="st">"train"</span>][<span class="dv">0</span>][<span class="st">"image"</span>]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-display" data-execution_count="4">
+<div>
+<figure class="figure">
+<p><img src="faiss_files/figure-html/cell-5-output-1.png" class="img-fluid figure-img"></p>
+</figure>
+</div>
+</div>
+</div>
+<div id="cell-8" class="cell" data-outputid="ff7c2ca8-0c6a-49d0-cfd6-4be775e012a1">
+<div class="sourceCode cell-code" id="cb5"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a>ds[<span class="st">"train"</span>][<span class="dv">0</span>][<span class="st">"image_description"</span>]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-display" data-execution_count="5">
+<pre><code>'Two women are looking out a window. There is snow outside, and there is a snowman with human arms.'</code></pre>
+</div>
+</div>
+<p>We don’t have to write any function to embed examples or create an index. 🤗 datasets library’s FAISS integration abstracts these processes. We can simply use <code>map</code> method of the dataset to create a new column with the embeddings for each example like below. Let’s create one for text features on the prompt column.</p>
+<div id="cell-10" class="cell">
+<div class="sourceCode cell-code" id="cb7"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a>dataset <span class="op">=</span> ds[<span class="st">"train"</span>]</span>
+<span id="cb7-2"><a href="#cb7-2" aria-hidden="true" tabindex="-1"></a>ds_with_embeddings <span class="op">=</span> dataset.<span class="bu">map</span>(<span class="kw">lambda</span> example:</span>
+<span id="cb7-3"><a href="#cb7-3" aria-hidden="true" tabindex="-1"></a>                                {<span class="st">'embeddings'</span>: model.get_text_features(</span>
+<span id="cb7-4"><a href="#cb7-4" aria-hidden="true" tabindex="-1"></a>                                    <span class="op">**</span>tokenizer([example[<span class="st">"image_description"</span>]],</span>
+<span id="cb7-5"><a href="#cb7-5" aria-hidden="true" tabindex="-1"></a>                                                truncation<span class="op">=</span><span class="va">True</span>, return_tensors<span class="op">=</span><span class="st">"pt"</span>)</span>
+<span id="cb7-6"><a href="#cb7-6" aria-hidden="true" tabindex="-1"></a>                                    .to(<span class="st">"cuda"</span>))[<span class="dv">0</span>].detach().cpu().numpy()})</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="cell-11" class="cell">
+<div class="sourceCode cell-code" id="cb8"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a>ds_with_embeddings.add_faiss_index(column<span class="op">=</span><span class="st">'embeddings'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>We can do the same and get the image embeddings.</p>
+<div id="cell-13" class="cell">
+<div class="sourceCode cell-code" id="cb9"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a>ds_with_embeddings <span class="op">=</span> ds_with_embeddings.<span class="bu">map</span>(<span class="kw">lambda</span> example:</span>
+<span id="cb9-2"><a href="#cb9-2" aria-hidden="true" tabindex="-1"></a>                                          {<span class="st">'image_embeddings'</span>: model.get_image_features(</span>
+<span id="cb9-3"><a href="#cb9-3" aria-hidden="true" tabindex="-1"></a>                                              <span class="op">**</span>processor([example[<span class="st">"image"</span>]], return_tensors<span class="op">=</span><span class="st">"pt"</span>)</span>
+<span id="cb9-4"><a href="#cb9-4" aria-hidden="true" tabindex="-1"></a>                                              .to(<span class="st">"cuda"</span>))[<span class="dv">0</span>].detach().cpu().numpy()})</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="cell-14" class="cell">
+<div class="sourceCode cell-code" id="cb10"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb10-1"><a href="#cb10-1" aria-hidden="true" tabindex="-1"></a>ds_with_embeddings.add_faiss_index(column<span class="op">=</span><span class="st">'image_embeddings'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<section id="querying-the-data-with-text-prompts" class="level2">
+<h2 class="anchored" data-anchor-id="querying-the-data-with-text-prompts">Querying the data with text prompts</h2>
+<p>We can now query the dataset with text or image to get similar items from it.</p>
+<div id="cell-17" class="cell">
+<div class="sourceCode cell-code" id="cb11"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb11-1"><a href="#cb11-1" aria-hidden="true" tabindex="-1"></a>prmt <span class="op">=</span> <span class="st">"a snowy day"</span></span>
+<span id="cb11-2"><a href="#cb11-2" aria-hidden="true" tabindex="-1"></a>prmt_embedding <span class="op">=</span> model.get_text_features(<span class="op">**</span>tokenizer([prmt], return_tensors<span class="op">=</span><span class="st">"pt"</span>, truncation<span class="op">=</span><span class="va">True</span>).to(<span class="st">"cuda"</span>))[<span class="dv">0</span>].detach().cpu().numpy()</span>
+<span id="cb11-3"><a href="#cb11-3" aria-hidden="true" tabindex="-1"></a>scores, retrieved_examples <span class="op">=</span> ds_with_embeddings.get_nearest_examples(<span class="st">'embeddings'</span>, prmt_embedding, k<span class="op">=</span><span class="dv">1</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="cell-18" class="cell" data-outputid="b56009fe-dc99-4cc3-84e5-559fb3625d30">
+<div class="sourceCode cell-code" id="cb12"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb12-1"><a href="#cb12-1" aria-hidden="true" tabindex="-1"></a><span class="kw">def</span> downscale_images(image):</span>
+<span id="cb12-2"><a href="#cb12-2" aria-hidden="true" tabindex="-1"></a>  width <span class="op">=</span> <span class="dv">200</span></span>
+<span id="cb12-3"><a href="#cb12-3" aria-hidden="true" tabindex="-1"></a>  ratio <span class="op">=</span> (width <span class="op">/</span> <span class="bu">float</span>(image.size[<span class="dv">0</span>]))</span>
+<span id="cb12-4"><a href="#cb12-4" aria-hidden="true" tabindex="-1"></a>  height <span class="op">=</span> <span class="bu">int</span>((<span class="bu">float</span>(image.size[<span class="dv">1</span>]) <span class="op">*</span> <span class="bu">float</span>(ratio)))</span>
+<span id="cb12-5"><a href="#cb12-5" aria-hidden="true" tabindex="-1"></a>  img <span class="op">=</span> image.resize((width, height), Image.Resampling.LANCZOS)</span>
+<span id="cb12-6"><a href="#cb12-6" aria-hidden="true" tabindex="-1"></a>  <span class="cf">return</span> img</span>
+<span id="cb12-7"><a href="#cb12-7" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb12-8"><a href="#cb12-8" aria-hidden="true" tabindex="-1"></a>images <span class="op">=</span> [downscale_images(image) <span class="cf">for</span> image <span class="kw">in</span> retrieved_examples[<span class="st">"image"</span>]]</span>
+<span id="cb12-9"><a href="#cb12-9" aria-hidden="true" tabindex="-1"></a><span class="co">#&nbsp;see the closest text and image</span></span>
+<span id="cb12-10"><a href="#cb12-10" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(retrieved_examples[<span class="st">"image_description"</span>])</span>
+<span id="cb12-11"><a href="#cb12-11" aria-hidden="true" tabindex="-1"></a>display(images[<span class="dv">0</span>])</span>
+<span id="cb12-12"><a href="#cb12-12" aria-hidden="true" tabindex="-1"></a></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>['A man is in the snow. A boy with a huge snow shovel is there too. They are outside a house.']</code></pre>
+</div>
+<div class="cell-output cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="faiss_files/figure-html/cell-12-output-2.png" class="img-fluid figure-img"></p>
+</figure>
+</div>
+</div>
+</div>
+</section>
+<section id="querying-the-data-with-image-prompts" class="level2">
+<h2 class="anchored" data-anchor-id="querying-the-data-with-image-prompts">Querying the data with image prompts</h2>
+<p>Image similarity inference is similar, where you just call <code>get_image_features</code>.</p>
+<div id="cell-21" class="cell" data-outputid="53478699-5753-4946-90d6-0aa8b76694a6">
+<div class="sourceCode cell-code" id="cb14"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb14-1"><a href="#cb14-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> requests</span>
+<span id="cb14-2"><a href="#cb14-2" aria-hidden="true" tabindex="-1"></a><span class="co">#&nbsp;image of a beaver</span></span>
+<span id="cb14-3"><a href="#cb14-3" aria-hidden="true" tabindex="-1"></a>url <span class="op">=</span> <span class="st">"https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/transformers/beaver.png"</span></span>
+<span id="cb14-4"><a href="#cb14-4" aria-hidden="true" tabindex="-1"></a>image <span class="op">=</span> Image.<span class="bu">open</span>(requests.get(url, stream<span class="op">=</span><span class="va">True</span>).raw)</span>
+<span id="cb14-5"><a href="#cb14-5" aria-hidden="true" tabindex="-1"></a>display(downscale_images(image))</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="faiss_files/figure-html/cell-13-output-1.png" class="img-fluid figure-img"></p>
+</figure>
+</div>
+</div>
+</div>
+<p>Search for the similar image.</p>
+<div id="cell-23" class="cell">
+<div class="sourceCode cell-code" id="cb15"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb15-1"><a href="#cb15-1" aria-hidden="true" tabindex="-1"></a>img_embedding <span class="op">=</span> model.get_image_features(<span class="op">**</span>processor([image], return_tensors<span class="op">=</span><span class="st">"pt"</span>, truncation<span class="op">=</span><span class="va">True</span>).to(<span class="st">"cuda"</span>))[<span class="dv">0</span>].detach().cpu().numpy()</span>
+<span id="cb15-2"><a href="#cb15-2" aria-hidden="true" tabindex="-1"></a>scores, retrieved_examples <span class="op">=</span> ds_with_embeddings.get_nearest_examples(<span class="st">'image_embeddings'</span>, img_embedding, k<span class="op">=</span><span class="dv">1</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>Display the most similar image to the beaver image.</p>
+<div id="cell-25" class="cell" data-outputid="fa620b08-4435-4929-f67f-32b3f8f46b70">
+<div class="sourceCode cell-code" id="cb16"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb16-1"><a href="#cb16-1" aria-hidden="true" tabindex="-1"></a>images <span class="op">=</span> [downscale_images(image) <span class="cf">for</span> image <span class="kw">in</span> retrieved_examples[<span class="st">"image"</span>]]</span>
+<span id="cb16-2"><a href="#cb16-2" aria-hidden="true" tabindex="-1"></a><span class="co">#&nbsp;see the closest text and image</span></span>
+<span id="cb16-3"><a href="#cb16-3" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(retrieved_examples[<span class="st">"image_description"</span>])</span>
+<span id="cb16-4"><a href="#cb16-4" aria-hidden="true" tabindex="-1"></a>display(images[<span class="dv">0</span>])</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>['Salmon swim upstream but they see a grizzly bear and are in shock. The bear has a smug look on his face when he sees the salmon.']</code></pre>
+</div>
+<div class="cell-output cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="faiss_files/figure-html/cell-15-output-2.png" class="img-fluid figure-img"></p>
+</figure>
+</div>
+</div>
+</div>
+</section>
+<section id="saving-pushing-and-loading-the-embeddings" class="level2">
+<h2 class="anchored" data-anchor-id="saving-pushing-and-loading-the-embeddings">Saving, pushing and loading the embeddings</h2>
+<p>We can save the dataset with embeddings with <code>save_faiss_index</code>.</p>
+<div id="cell-27" class="cell">
+<div class="sourceCode cell-code" id="cb18"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb18-1"><a href="#cb18-1" aria-hidden="true" tabindex="-1"></a>ds_with_embeddings.save_faiss_index(<span class="st">'embeddings'</span>, <span class="st">'embeddings/embeddings.faiss'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="cell-28" class="cell">
+<div class="sourceCode cell-code" id="cb19"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb19-1"><a href="#cb19-1" aria-hidden="true" tabindex="-1"></a>ds_with_embeddings.save_faiss_index(<span class="st">'image_embeddings'</span>, <span class="st">'embeddings/image_embeddings.faiss'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>It’s a good practice to store the embeddings in a dataset repository, so we will create one and push our embeddings there to pull later. We will login to Hugging Face Hub, create a dataset repository there and push our indexes there and load using <code>snapshot_download</code>.</p>
+<div id="cell-30" class="cell">
+<div class="sourceCode cell-code" id="cb20"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb20-1"><a href="#cb20-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> huggingface_hub <span class="im">import</span> HfApi, notebook_login, snapshot_download</span>
+<span id="cb20-2"><a href="#cb20-2" aria-hidden="true" tabindex="-1"></a>notebook_login()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="cell-31" class="cell">
+<div class="sourceCode cell-code" id="cb21"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb21-1"><a href="#cb21-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> huggingface_hub <span class="im">import</span> HfApi</span>
+<span id="cb21-2"><a href="#cb21-2" aria-hidden="true" tabindex="-1"></a>api <span class="op">=</span> HfApi()</span>
+<span id="cb21-3"><a href="#cb21-3" aria-hidden="true" tabindex="-1"></a>api.create_repo(<span class="st">"merve/faiss_embeddings"</span>, repo_type<span class="op">=</span><span class="st">"dataset"</span>)</span>
+<span id="cb21-4"><a href="#cb21-4" aria-hidden="true" tabindex="-1"></a>api.upload_folder(</span>
+<span id="cb21-5"><a href="#cb21-5" aria-hidden="true" tabindex="-1"></a>    folder_path<span class="op">=</span><span class="st">"./embeddings"</span>,</span>
+<span id="cb21-6"><a href="#cb21-6" aria-hidden="true" tabindex="-1"></a>    repo_id<span class="op">=</span><span class="st">"merve/faiss_embeddings"</span>,</span>
+<span id="cb21-7"><a href="#cb21-7" aria-hidden="true" tabindex="-1"></a>    repo_type<span class="op">=</span><span class="st">"dataset"</span>,</span>
+<span id="cb21-8"><a href="#cb21-8" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="cell-32" class="cell">
+<div class="sourceCode cell-code" id="cb22"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb22-1"><a href="#cb22-1" aria-hidden="true" tabindex="-1"></a>snapshot_download(repo_id<span class="op">=</span><span class="st">"merve/faiss_embeddings"</span>, repo_type<span class="op">=</span><span class="st">"dataset"</span>,</span>
+<span id="cb22-2"><a href="#cb22-2" aria-hidden="true" tabindex="-1"></a>                  local_dir<span class="op">=</span><span class="st">"downloaded_embeddings"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>We can load the embeddings to the dataset with no embeddings using <code>load_faiss_index</code>.</p>
+<div id="cell-34" class="cell">
+<div class="sourceCode cell-code" id="cb23"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb23-1"><a href="#cb23-1" aria-hidden="true" tabindex="-1"></a>ds <span class="op">=</span> ds[<span class="st">"train"</span>]</span>
+<span id="cb23-2"><a href="#cb23-2" aria-hidden="true" tabindex="-1"></a>ds.load_faiss_index(<span class="st">'embeddings'</span>, <span class="st">'./downloaded_embeddings/embeddings.faiss'</span>)</span>
+<span id="cb23-3"><a href="#cb23-3" aria-hidden="true" tabindex="-1"></a><span class="co">#&nbsp;infer again</span></span>
+<span id="cb23-4"><a href="#cb23-4" aria-hidden="true" tabindex="-1"></a>prmt <span class="op">=</span> <span class="st">"people under the rain"</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="cell-35" class="cell">
+<div class="sourceCode cell-code" id="cb24"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb24-1"><a href="#cb24-1" aria-hidden="true" tabindex="-1"></a>prmt_embedding <span class="op">=</span> model.get_text_features(</span>
+<span id="cb24-2"><a href="#cb24-2" aria-hidden="true" tabindex="-1"></a>                        <span class="op">**</span>tokenizer([prmt], return_tensors<span class="op">=</span><span class="st">"pt"</span>, truncation<span class="op">=</span><span class="va">True</span>)</span>
+<span id="cb24-3"><a href="#cb24-3" aria-hidden="true" tabindex="-1"></a>                        .to(<span class="st">"cuda"</span>))[<span class="dv">0</span>].detach().cpu().numpy()</span>
+<span id="cb24-4"><a href="#cb24-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb24-5"><a href="#cb24-5" aria-hidden="true" tabindex="-1"></a>scores, retrieved_examples <span class="op">=</span> ds.get_nearest_examples(<span class="st">'embeddings'</span>, prmt_embedding, k<span class="op">=</span><span class="dv">1</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="cell-36" class="cell" data-outputid="8d5008b4-ab8f-4b42-92e7-b29e57c126cb">
+<div class="sourceCode cell-code" id="cb25"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb25-1"><a href="#cb25-1" aria-hidden="true" tabindex="-1"></a>display(retrieved_examples[<span class="st">"image"</span>][<span class="dv">0</span>])</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-display">
+<div>
+<figure class="figure">
+<p><img src="faiss_files/figure-html/cell-23-output-1.png" class="img-fluid figure-img"></p>
+</figure>
+</div>
+</div>
+</div>
+
+
+</section>
+</section>
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+  <a href="../notebooks/advanced_rag.html" class="sidebar-item-text sidebar-link">
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+        <nav id="TOC" role="doc-toc" class="toc-active">
+    <h2 id="toc-title">On this page</h2>
+   
+  <ul>
+  <li><a href="#load-your-knowledge-base" id="toc-load-your-knowledge-base" class="nav-link active" data-scroll-target="#load-your-knowledge-base">Load your knowledge base</a></li>
+  <li><a href="#build-a-synthetic-dataset-for-evaluation" id="toc-build-a-synthetic-dataset-for-evaluation" class="nav-link" data-scroll-target="#build-a-synthetic-dataset-for-evaluation">1. Build a synthetic dataset for evaluation</a>
+  <ul class="collapse">
+  <li><a href="#prepare-source-documents" id="toc-prepare-source-documents" class="nav-link" data-scroll-target="#prepare-source-documents">1.1. Prepare source documents</a></li>
+  <li><a href="#setup-agents-for-question-generation" id="toc-setup-agents-for-question-generation" class="nav-link" data-scroll-target="#setup-agents-for-question-generation">1.2. Setup agents for question generation</a></li>
+  <li><a href="#setup-critique-agents" id="toc-setup-critique-agents" class="nav-link" data-scroll-target="#setup-critique-agents">1.3. Setup critique agents</a></li>
+  </ul></li>
+  <li><a href="#build-our-rag-system" id="toc-build-our-rag-system" class="nav-link" data-scroll-target="#build-our-rag-system">2. Build our RAG System</a>
+  <ul class="collapse">
+  <li><a href="#preprocessing-documents-to-build-our-vector-database" id="toc-preprocessing-documents-to-build-our-vector-database" class="nav-link" data-scroll-target="#preprocessing-documents-to-build-our-vector-database">2.1. Preprocessing documents to build our vector database</a></li>
+  <li><a href="#retriever---embeddings" id="toc-retriever---embeddings" class="nav-link" data-scroll-target="#retriever---embeddings">2.2. Retriever - embeddings 🗂️</a></li>
+  <li><a href="#reader---llm" id="toc-reader---llm" class="nav-link" data-scroll-target="#reader---llm">2.3. Reader - LLM 💬</a></li>
+  </ul></li>
+  <li><a href="#benchmarking-the-rag-system" id="toc-benchmarking-the-rag-system" class="nav-link" data-scroll-target="#benchmarking-the-rag-system">3. Benchmarking the RAG system</a>
+  <ul class="collapse">
+  <li><a href="#inspect-results" id="toc-inspect-results" class="nav-link" data-scroll-target="#inspect-results">Inspect results</a></li>
+  <li><a href="#example-results" id="toc-example-results" class="nav-link" data-scroll-target="#example-results">Example results</a></li>
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+
+<div id="22784221" class="cell" data-execution_count="1">
+<div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="op">!</span>pip install <span class="op">-</span>q torch transformers transformers langchain sentence<span class="op">-</span>transformers faiss<span class="op">-</span>gpu openpyxl openai</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="01b9dea1" class="cell" data-execution_count="2">
+<div class="sourceCode cell-code" id="cb2"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="op">%</span>reload_ext autoreload</span>
+<span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a><span class="op">%</span>autoreload <span class="dv">2</span></span>
+<span id="cb2-3"><a href="#cb2-3" aria-hidden="true" tabindex="-1"></a><span class="op">%</span>reload_ext dotenv</span>
+<span id="cb2-4"><a href="#cb2-4" aria-hidden="true" tabindex="-1"></a><span class="op">%</span>dotenv</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="b2fdd362" class="cell" data-execution_count="3">
+<div class="sourceCode cell-code" id="cb3"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> tqdm.notebook <span class="im">import</span> tqdm</span>
+<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> pandas <span class="im">as</span> pd</span>
+<span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> typing <span class="im">import</span> Optional, List, Tuple</span>
+<span id="cb3-4"><a href="#cb3-4" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain_core.language_models <span class="im">import</span> BaseChatModel</span>
+<span id="cb3-5"><a href="#cb3-5" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> json</span>
+<span id="cb3-6"><a href="#cb3-6" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> datasets</span>
+<span id="cb3-7"><a href="#cb3-7" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb3-8"><a href="#cb3-8" aria-hidden="true" tabindex="-1"></a>pd.set_option(<span class="st">"display.max_colwidth"</span>, <span class="va">None</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<section id="load-your-knowledge-base" class="level3">
+<h3 class="anchored" data-anchor-id="load-your-knowledge-base">Load your knowledge base</h3>
+<div id="359836ac" class="cell" data-execution_count="4">
+<div class="sourceCode cell-code" id="cb4"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a>ds <span class="op">=</span> datasets.load_dataset(<span class="st">"m-ric/huggingface_doc"</span>, split<span class="op">=</span><span class="st">"train"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="build-a-synthetic-dataset-for-evaluation" class="level1">
+<h1>1. Build a synthetic dataset for evaluation</h1>
+<p>We first build a synthetic dataset of questions and associated contexts. The method is to get elements from our knowledge base, and ask an LLM to generate questions based on these documents.</p>
+<p>Then we setup other LLM agents to act as quality filters for the generated QA couples: each of them will act as the filter for a specific flaw.</p>
+<section id="prepare-source-documents" class="level3">
+<h3 class="anchored" data-anchor-id="prepare-source-documents">1.1. Prepare source documents</h3>
+<div id="36f649ad" class="cell" data-execution_count="5">
+<div class="sourceCode cell-code" id="cb5"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain.text_splitter <span class="im">import</span> RecursiveCharacterTextSplitter</span>
+<span id="cb5-2"><a href="#cb5-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain.docstore.document <span class="im">import</span> Document <span class="im">as</span> LangchainDocument</span>
+<span id="cb5-3"><a href="#cb5-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-4"><a href="#cb5-4" aria-hidden="true" tabindex="-1"></a>langchain_docs <span class="op">=</span> [</span>
+<span id="cb5-5"><a href="#cb5-5" aria-hidden="true" tabindex="-1"></a>    LangchainDocument(page_content<span class="op">=</span>doc[<span class="st">"text"</span>], metadata<span class="op">=</span>{<span class="st">"source"</span>: doc[<span class="st">"source"</span>]})</span>
+<span id="cb5-6"><a href="#cb5-6" aria-hidden="true" tabindex="-1"></a>    <span class="cf">for</span> doc <span class="kw">in</span> tqdm(ds)</span>
+<span id="cb5-7"><a href="#cb5-7" aria-hidden="true" tabindex="-1"></a>]</span>
+<span id="cb5-8"><a href="#cb5-8" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-9"><a href="#cb5-9" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-10"><a href="#cb5-10" aria-hidden="true" tabindex="-1"></a>text_splitter <span class="op">=</span> RecursiveCharacterTextSplitter(</span>
+<span id="cb5-11"><a href="#cb5-11" aria-hidden="true" tabindex="-1"></a>    chunk_size<span class="op">=</span><span class="dv">2000</span>,</span>
+<span id="cb5-12"><a href="#cb5-12" aria-hidden="true" tabindex="-1"></a>    chunk_overlap<span class="op">=</span><span class="dv">200</span>,</span>
+<span id="cb5-13"><a href="#cb5-13" aria-hidden="true" tabindex="-1"></a>    add_start_index<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb5-14"><a href="#cb5-14" aria-hidden="true" tabindex="-1"></a>    separators<span class="op">=</span>[<span class="st">"</span><span class="ch">\n\n</span><span class="st">"</span>, <span class="st">"</span><span class="ch">\n</span><span class="st">"</span>, <span class="st">"."</span>, <span class="st">" "</span>, <span class="st">""</span>],</span>
+<span id="cb5-15"><a href="#cb5-15" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb5-16"><a href="#cb5-16" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-17"><a href="#cb5-17" aria-hidden="true" tabindex="-1"></a>docs_processed <span class="op">=</span> []</span>
+<span id="cb5-18"><a href="#cb5-18" aria-hidden="true" tabindex="-1"></a><span class="cf">for</span> doc <span class="kw">in</span> langchain_docs:</span>
+<span id="cb5-19"><a href="#cb5-19" aria-hidden="true" tabindex="-1"></a>    docs_processed <span class="op">+=</span> text_splitter.split_documents([doc])</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="setup-agents-for-question-generation" class="level3">
+<h3 class="anchored" data-anchor-id="setup-agents-for-question-generation">1.2. Setup agents for question generation</h3>
+<p>We use <a href="https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1">Mixtral</a> for QA couple generation because it it has excellent performance in leaderboards such as <a href="https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboard">Chatbot Arena</a>.</p>
+<div id="03878328" class="cell" data-execution_count="6">
+<div class="sourceCode cell-code" id="cb6"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain_community.llms <span class="im">import</span> HuggingFaceHub</span>
+<span id="cb6-2"><a href="#cb6-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb6-3"><a href="#cb6-3" aria-hidden="true" tabindex="-1"></a>repo_id <span class="op">=</span> <span class="st">"mistralai/Mixtral-8x7B-Instruct-v0.1"</span></span>
+<span id="cb6-4"><a href="#cb6-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb6-5"><a href="#cb6-5" aria-hidden="true" tabindex="-1"></a>llm <span class="op">=</span> HuggingFaceHub(</span>
+<span id="cb6-6"><a href="#cb6-6" aria-hidden="true" tabindex="-1"></a>    repo_id<span class="op">=</span>repo_id,</span>
+<span id="cb6-7"><a href="#cb6-7" aria-hidden="true" tabindex="-1"></a>    task<span class="op">=</span><span class="st">"text-generation"</span>,</span>
+<span id="cb6-8"><a href="#cb6-8" aria-hidden="true" tabindex="-1"></a>    model_kwargs<span class="op">=</span>{</span>
+<span id="cb6-9"><a href="#cb6-9" aria-hidden="true" tabindex="-1"></a>        <span class="st">"max_new_tokens"</span>: <span class="dv">512</span>,</span>
+<span id="cb6-10"><a href="#cb6-10" aria-hidden="true" tabindex="-1"></a>        <span class="st">"top_k"</span>: <span class="dv">30</span>,</span>
+<span id="cb6-11"><a href="#cb6-11" aria-hidden="true" tabindex="-1"></a>        <span class="st">"temperature"</span>: <span class="fl">0.1</span>,</span>
+<span id="cb6-12"><a href="#cb6-12" aria-hidden="true" tabindex="-1"></a>        <span class="st">"repetition_penalty"</span>: <span class="fl">1.03</span>,</span>
+<span id="cb6-13"><a href="#cb6-13" aria-hidden="true" tabindex="-1"></a>    },</span>
+<span id="cb6-14"><a href="#cb6-14" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="67115f45" class="cell" data-execution_count="7">
+<div class="sourceCode cell-code" id="cb7"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain_community.chat_models <span class="im">import</span> ChatHuggingFace</span>
+<span id="cb7-2"><a href="#cb7-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb7-3"><a href="#cb7-3" aria-hidden="true" tabindex="-1"></a>chat_model <span class="op">=</span> ChatHuggingFace(llm<span class="op">=</span>llm)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="8a75ff72" class="cell" data-execution_count="8">
+<div class="sourceCode cell-code" id="cb8"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain.prompts <span class="im">import</span> ChatPromptTemplate</span>
+<span id="cb8-2"><a href="#cb8-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb8-3"><a href="#cb8-3" aria-hidden="true" tabindex="-1"></a>QA_generation_prompt <span class="op">=</span> <span class="st">"""</span></span>
+<span id="cb8-4"><a href="#cb8-4" aria-hidden="true" tabindex="-1"></a><span class="st">Your task is to write a factoid question and an answer given a context.</span></span>
+<span id="cb8-5"><a href="#cb8-5" aria-hidden="true" tabindex="-1"></a><span class="st">Your factoid question should be answerable with a specific, concise piece of factual information from the context.</span></span>
+<span id="cb8-6"><a href="#cb8-6" aria-hidden="true" tabindex="-1"></a><span class="st">Your factoid question should be formulated in the same style as questions users could ask in a search engine.</span></span>
+<span id="cb8-7"><a href="#cb8-7" aria-hidden="true" tabindex="-1"></a><span class="st">This means that your factoid question MUST NOT mention something like "according to the passage" or "context".</span></span>
+<span id="cb8-8"><a href="#cb8-8" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb8-9"><a href="#cb8-9" aria-hidden="true" tabindex="-1"></a><span class="st">Provide your answer as follows:</span></span>
+<span id="cb8-10"><a href="#cb8-10" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb8-11"><a href="#cb8-11" aria-hidden="true" tabindex="-1"></a><span class="st">Output:::</span></span>
+<span id="cb8-12"><a href="#cb8-12" aria-hidden="true" tabindex="-1"></a><span class="st">Factoid question: (your factoid question)</span></span>
+<span id="cb8-13"><a href="#cb8-13" aria-hidden="true" tabindex="-1"></a><span class="st">Answer: (your answer to the factoid question)</span></span>
+<span id="cb8-14"><a href="#cb8-14" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb8-15"><a href="#cb8-15" aria-hidden="true" tabindex="-1"></a><span class="st">Now here is the context.</span></span>
+<span id="cb8-16"><a href="#cb8-16" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb8-17"><a href="#cb8-17" aria-hidden="true" tabindex="-1"></a><span class="st">Context: </span><span class="sc">{context}</span><span class="ch">\n</span></span>
+<span id="cb8-18"><a href="#cb8-18" aria-hidden="true" tabindex="-1"></a><span class="st">Output:::"""</span></span>
+<span id="cb8-19"><a href="#cb8-19" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb8-20"><a href="#cb8-20" aria-hidden="true" tabindex="-1"></a>QA_generation_prompt <span class="op">=</span> ChatPromptTemplate.from_template(QA_generation_prompt)</span>
+<span id="cb8-21"><a href="#cb8-21" aria-hidden="true" tabindex="-1"></a>QA_generation_agent <span class="op">=</span> QA_generation_prompt <span class="op">|</span> chat_model</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>Now let’s generate our QA couples. For this example, we generate only 10 QA couples and will load the rest from the Hub.</p>
+<p>But for your specific knowledge base, given that you want to get at least ~100 test samples, and accounting for the fact that we will filter out around half of these with our critique agents later on, you should generate much more, in the &gt;200 samples.</p>
+<div id="66448027" class="cell" data-execution_count="9">
+<div class="sourceCode cell-code" id="cb9"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> random</span>
+<span id="cb9-2"><a href="#cb9-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb9-3"><a href="#cb9-3" aria-hidden="true" tabindex="-1"></a>N_GENERATIONS <span class="op">=</span> (</span>
+<span id="cb9-4"><a href="#cb9-4" aria-hidden="true" tabindex="-1"></a>    <span class="dv">10</span>  <span class="co"># We intentionally generate only 10 QA couples here for cost and time considerations</span></span>
+<span id="cb9-5"><a href="#cb9-5" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb9-6"><a href="#cb9-6" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb9-7"><a href="#cb9-7" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="ss">f"Generating </span><span class="sc">{</span>N_GENERATIONS<span class="sc">}</span><span class="ss"> QA couples..."</span>)</span>
+<span id="cb9-8"><a href="#cb9-8" aria-hidden="true" tabindex="-1"></a>outputs <span class="op">=</span> []</span>
+<span id="cb9-9"><a href="#cb9-9" aria-hidden="true" tabindex="-1"></a><span class="cf">for</span> context <span class="kw">in</span> tqdm(random.sample(langchain_docs, N_GENERATIONS)):</span>
+<span id="cb9-10"><a href="#cb9-10" aria-hidden="true" tabindex="-1"></a>    <span class="co"># Generate QA couple</span></span>
+<span id="cb9-11"><a href="#cb9-11" aria-hidden="true" tabindex="-1"></a>    output_QA_couple <span class="op">=</span> QA_generation_agent.invoke({<span class="st">"context"</span>: context.page_content}).content</span>
+<span id="cb9-12"><a href="#cb9-12" aria-hidden="true" tabindex="-1"></a>    <span class="cf">try</span>:</span>
+<span id="cb9-13"><a href="#cb9-13" aria-hidden="true" tabindex="-1"></a>        question <span class="op">=</span> output_QA_couple.split(<span class="st">"Factoid question: "</span>)[<span class="dv">1</span>].split(<span class="st">"Answer: "</span>)[<span class="dv">0</span>]</span>
+<span id="cb9-14"><a href="#cb9-14" aria-hidden="true" tabindex="-1"></a>        answer <span class="op">=</span> output_QA_couple.split(<span class="st">"Answer: "</span>)[<span class="dv">1</span>]</span>
+<span id="cb9-15"><a href="#cb9-15" aria-hidden="true" tabindex="-1"></a>        outputs.append(</span>
+<span id="cb9-16"><a href="#cb9-16" aria-hidden="true" tabindex="-1"></a>            {</span>
+<span id="cb9-17"><a href="#cb9-17" aria-hidden="true" tabindex="-1"></a>                <span class="st">"context"</span>: context.page_content,</span>
+<span id="cb9-18"><a href="#cb9-18" aria-hidden="true" tabindex="-1"></a>                <span class="st">"question"</span>: question,</span>
+<span id="cb9-19"><a href="#cb9-19" aria-hidden="true" tabindex="-1"></a>                <span class="st">"answer"</span>: answer,</span>
+<span id="cb9-20"><a href="#cb9-20" aria-hidden="true" tabindex="-1"></a>                <span class="st">"source_doc"</span>: context.metadata[<span class="st">"source"</span>],</span>
+<span id="cb9-21"><a href="#cb9-21" aria-hidden="true" tabindex="-1"></a>            }</span>
+<span id="cb9-22"><a href="#cb9-22" aria-hidden="true" tabindex="-1"></a>        )</span>
+<span id="cb9-23"><a href="#cb9-23" aria-hidden="true" tabindex="-1"></a>    <span class="cf">except</span>:</span>
+<span id="cb9-24"><a href="#cb9-24" aria-hidden="true" tabindex="-1"></a>        <span class="cf">continue</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="38586e3e" class="cell" data-execution_count="10">
+<div class="sourceCode cell-code" id="cb10"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb10-1"><a href="#cb10-1" aria-hidden="true" tabindex="-1"></a>display(pd.DataFrame(outputs).head(<span class="dv">1</span>))</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="setup-critique-agents" class="level3">
+<h3 class="anchored" data-anchor-id="setup-critique-agents">1.3. Setup critique agents</h3>
+<p>The questions generated by the previous agent can have many flaws: we should do a quality check before validating these questions.</p>
+<p>We thus build critique agents that will rate each question on several criteria, given in <a href="https://huggingface.co/papers/2312.10003">this paper</a>: - <strong>Groundedness:</strong> can the question be answered from the given context? - <strong>Relevance:</strong> is the question relevant to users? For instance, <code>"What is the date when transformers 4.29.1 was released?"</code> is not relevant for ML practicioners.</p>
+<p>One last failure case we’ve noticed is when a function is tailored for the particular setting where the question was generated, but undecipherable by itself, like <code>"What is the name of the function used in this guide?"</code>. We also build a critique agent for this criteria: - <strong>Stand-alone</strong>: is the question understandable free of any context, for someone with domain knowledge/Internet access? The opposite of this would be <code>What is the function used in this article?</code> for a question generated from a specific blog article.</p>
+<p>We systematically score functions with all these agents, and whenever the score is too low for any one of the agents, we eliminate the question from our eval dataset.</p>
+<p>💡 <strong><em>When asking the agents to output a score, we first ask them to produce its rationale. This will help us verify scores, but most importantly, asking it to first output rationale gives the model more tokens to think and elaborate an answer before summarizing it into a single score token.</em></strong></p>
+<p>We now build and run these critique agents.</p>
+<div id="36f64eeb" class="cell" data-execution_count="11">
+<div class="sourceCode cell-code" id="cb11"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb11-1"><a href="#cb11-1" aria-hidden="true" tabindex="-1"></a>question_groundedness_critique_prompt <span class="op">=</span> <span class="st">"""</span></span>
+<span id="cb11-2"><a href="#cb11-2" aria-hidden="true" tabindex="-1"></a><span class="st">You will be given a context and a question.</span></span>
+<span id="cb11-3"><a href="#cb11-3" aria-hidden="true" tabindex="-1"></a><span class="st">Your task is to provide a 'total rating' scoring how well one can answer the given question unambiguously with the given context.</span></span>
+<span id="cb11-4"><a href="#cb11-4" aria-hidden="true" tabindex="-1"></a><span class="st">Give your answer on a scale of 1 to 5, where 1 means that the question is not answerable at all given the context, and 5 means that the question is clearly and unambiguously answerable with the context.</span></span>
+<span id="cb11-5"><a href="#cb11-5" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-6"><a href="#cb11-6" aria-hidden="true" tabindex="-1"></a><span class="st">Provide your answer as follows:</span></span>
+<span id="cb11-7"><a href="#cb11-7" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-8"><a href="#cb11-8" aria-hidden="true" tabindex="-1"></a><span class="st">Answer:::</span></span>
+<span id="cb11-9"><a href="#cb11-9" aria-hidden="true" tabindex="-1"></a><span class="st">Evaluation: (your rationale for the rating)</span></span>
+<span id="cb11-10"><a href="#cb11-10" aria-hidden="true" tabindex="-1"></a><span class="st">Total rating: (your rating)</span></span>
+<span id="cb11-11"><a href="#cb11-11" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-12"><a href="#cb11-12" aria-hidden="true" tabindex="-1"></a><span class="st">Now here are the question and context.</span></span>
+<span id="cb11-13"><a href="#cb11-13" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-14"><a href="#cb11-14" aria-hidden="true" tabindex="-1"></a><span class="st">Question: </span><span class="sc">{question}</span><span class="ch">\n</span></span>
+<span id="cb11-15"><a href="#cb11-15" aria-hidden="true" tabindex="-1"></a><span class="st">Context: </span><span class="sc">{context}</span><span class="ch">\n</span></span>
+<span id="cb11-16"><a href="#cb11-16" aria-hidden="true" tabindex="-1"></a><span class="st">Answer::: """</span></span>
+<span id="cb11-17"><a href="#cb11-17" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-18"><a href="#cb11-18" aria-hidden="true" tabindex="-1"></a>question_relevance_critique_prompt <span class="op">=</span> <span class="st">"""</span></span>
+<span id="cb11-19"><a href="#cb11-19" aria-hidden="true" tabindex="-1"></a><span class="st">You will be given a question.</span></span>
+<span id="cb11-20"><a href="#cb11-20" aria-hidden="true" tabindex="-1"></a><span class="st">Your task is to provide a 'total rating' representing how useful this question can be to machine learning developers building NLP applications with the Hugging Face ecosystem.</span></span>
+<span id="cb11-21"><a href="#cb11-21" aria-hidden="true" tabindex="-1"></a><span class="st">Give your answer on a scale of 1 to 5, where 1 means that the question is not useful at all, and 5 means that the question is extremely useful.</span></span>
+<span id="cb11-22"><a href="#cb11-22" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-23"><a href="#cb11-23" aria-hidden="true" tabindex="-1"></a><span class="st">Provide your answer as follows:</span></span>
+<span id="cb11-24"><a href="#cb11-24" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-25"><a href="#cb11-25" aria-hidden="true" tabindex="-1"></a><span class="st">Answer:::</span></span>
+<span id="cb11-26"><a href="#cb11-26" aria-hidden="true" tabindex="-1"></a><span class="st">Evaluation: (your rationale for the rating)</span></span>
+<span id="cb11-27"><a href="#cb11-27" aria-hidden="true" tabindex="-1"></a><span class="st">Total rating: (your rating)</span></span>
+<span id="cb11-28"><a href="#cb11-28" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-29"><a href="#cb11-29" aria-hidden="true" tabindex="-1"></a><span class="st">Now here is the question.</span></span>
+<span id="cb11-30"><a href="#cb11-30" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-31"><a href="#cb11-31" aria-hidden="true" tabindex="-1"></a><span class="st">Question: </span><span class="sc">{question}</span><span class="ch">\n</span></span>
+<span id="cb11-32"><a href="#cb11-32" aria-hidden="true" tabindex="-1"></a><span class="st">Answer::: """</span></span>
+<span id="cb11-33"><a href="#cb11-33" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-34"><a href="#cb11-34" aria-hidden="true" tabindex="-1"></a>question_standalone_critique_prompt <span class="op">=</span> <span class="st">"""</span></span>
+<span id="cb11-35"><a href="#cb11-35" aria-hidden="true" tabindex="-1"></a><span class="st">You will be given a question.</span></span>
+<span id="cb11-36"><a href="#cb11-36" aria-hidden="true" tabindex="-1"></a><span class="st">Your task is to provide a 'total rating' representing how context-independant this question is.</span></span>
+<span id="cb11-37"><a href="#cb11-37" aria-hidden="true" tabindex="-1"></a><span class="st">Give your answer on a scale of 1 to 5, where 1 means that the question only makes sense in a specific context, and 5 means that the question makes sense by itself.</span></span>
+<span id="cb11-38"><a href="#cb11-38" aria-hidden="true" tabindex="-1"></a><span class="st">For instance, if the question refers to a particular setting, like 'in the context' or 'in the document', the rating must be 1.</span></span>
+<span id="cb11-39"><a href="#cb11-39" aria-hidden="true" tabindex="-1"></a><span class="st">The questions can contain obscure technical nouns or acronyms like Gradio, Hub, Hugging Face or Space and still be a 5: it must simply be clear to an operator with access to documentation what the question is about.</span></span>
+<span id="cb11-40"><a href="#cb11-40" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-41"><a href="#cb11-41" aria-hidden="true" tabindex="-1"></a><span class="st">Provide your answer as follows:</span></span>
+<span id="cb11-42"><a href="#cb11-42" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-43"><a href="#cb11-43" aria-hidden="true" tabindex="-1"></a><span class="st">Answer:::</span></span>
+<span id="cb11-44"><a href="#cb11-44" aria-hidden="true" tabindex="-1"></a><span class="st">Evaluation: (your rationale for the rating)</span></span>
+<span id="cb11-45"><a href="#cb11-45" aria-hidden="true" tabindex="-1"></a><span class="st">Total rating: (your rating)</span></span>
+<span id="cb11-46"><a href="#cb11-46" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-47"><a href="#cb11-47" aria-hidden="true" tabindex="-1"></a><span class="st">Now here is the question.</span></span>
+<span id="cb11-48"><a href="#cb11-48" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-49"><a href="#cb11-49" aria-hidden="true" tabindex="-1"></a><span class="st">Question: </span><span class="sc">{question}</span><span class="ch">\n</span></span>
+<span id="cb11-50"><a href="#cb11-50" aria-hidden="true" tabindex="-1"></a><span class="st">Answer::: """</span></span>
+<span id="cb11-51"><a href="#cb11-51" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-52"><a href="#cb11-52" aria-hidden="true" tabindex="-1"></a>question_groundedness_critique_prompt <span class="op">=</span> ChatPromptTemplate.from_template(</span>
+<span id="cb11-53"><a href="#cb11-53" aria-hidden="true" tabindex="-1"></a>    question_groundedness_critique_prompt</span>
+<span id="cb11-54"><a href="#cb11-54" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb11-55"><a href="#cb11-55" aria-hidden="true" tabindex="-1"></a>question_groundedness_critique_agent <span class="op">=</span> question_groundedness_critique_prompt <span class="op">|</span> chat_model</span>
+<span id="cb11-56"><a href="#cb11-56" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-57"><a href="#cb11-57" aria-hidden="true" tabindex="-1"></a>question_relevance_critique_prompt <span class="op">=</span> ChatPromptTemplate.from_template(</span>
+<span id="cb11-58"><a href="#cb11-58" aria-hidden="true" tabindex="-1"></a>    question_relevance_critique_prompt</span>
+<span id="cb11-59"><a href="#cb11-59" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb11-60"><a href="#cb11-60" aria-hidden="true" tabindex="-1"></a>question_relevance_critique_agent <span class="op">=</span> question_relevance_critique_prompt <span class="op">|</span> chat_model</span>
+<span id="cb11-61"><a href="#cb11-61" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-62"><a href="#cb11-62" aria-hidden="true" tabindex="-1"></a>question_standalone_critique_prompt <span class="op">=</span> ChatPromptTemplate.from_template(</span>
+<span id="cb11-63"><a href="#cb11-63" aria-hidden="true" tabindex="-1"></a>    question_standalone_critique_prompt</span>
+<span id="cb11-64"><a href="#cb11-64" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb11-65"><a href="#cb11-65" aria-hidden="true" tabindex="-1"></a>question_standalone_critique_agent <span class="op">=</span> question_standalone_critique_prompt <span class="op">|</span> chat_model</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="36a9f0a0" class="cell" data-execution_count="12">
+<div class="sourceCode cell-code" id="cb12"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb12-1"><a href="#cb12-1" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="st">"Generating critique for each QA couple..."</span>)</span>
+<span id="cb12-2"><a href="#cb12-2" aria-hidden="true" tabindex="-1"></a><span class="cf">for</span> output <span class="kw">in</span> tqdm(outputs):</span>
+<span id="cb12-3"><a href="#cb12-3" aria-hidden="true" tabindex="-1"></a>    <span class="co"># Critique the generated QA couple</span></span>
+<span id="cb12-4"><a href="#cb12-4" aria-hidden="true" tabindex="-1"></a>    question_groundedness_evaluation <span class="op">=</span> question_groundedness_critique_agent.invoke(</span>
+<span id="cb12-5"><a href="#cb12-5" aria-hidden="true" tabindex="-1"></a>        {<span class="st">"context"</span>: output[<span class="st">"context"</span>], <span class="st">"question"</span>: output[<span class="st">"question"</span>]}</span>
+<span id="cb12-6"><a href="#cb12-6" aria-hidden="true" tabindex="-1"></a>    ).content</span>
+<span id="cb12-7"><a href="#cb12-7" aria-hidden="true" tabindex="-1"></a>    question_relevance_evaluation <span class="op">=</span> question_relevance_critique_agent.invoke(</span>
+<span id="cb12-8"><a href="#cb12-8" aria-hidden="true" tabindex="-1"></a>        {<span class="st">"question"</span>: output[<span class="st">"question"</span>]}</span>
+<span id="cb12-9"><a href="#cb12-9" aria-hidden="true" tabindex="-1"></a>    ).content</span>
+<span id="cb12-10"><a href="#cb12-10" aria-hidden="true" tabindex="-1"></a>    question_standalone_evaluation <span class="op">=</span> question_standalone_critique_agent.invoke(</span>
+<span id="cb12-11"><a href="#cb12-11" aria-hidden="true" tabindex="-1"></a>        {<span class="st">"question"</span>: output[<span class="st">"question"</span>]}</span>
+<span id="cb12-12"><a href="#cb12-12" aria-hidden="true" tabindex="-1"></a>    ).content</span>
+<span id="cb12-13"><a href="#cb12-13" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb12-14"><a href="#cb12-14" aria-hidden="true" tabindex="-1"></a>    <span class="cf">try</span>:</span>
+<span id="cb12-15"><a href="#cb12-15" aria-hidden="true" tabindex="-1"></a>        groundedness_score <span class="op">=</span> <span class="bu">int</span>(question_groundedness_evaluation.split(<span class="st">"Total rating: "</span>)[<span class="dv">1</span>][<span class="dv">0</span>])</span>
+<span id="cb12-16"><a href="#cb12-16" aria-hidden="true" tabindex="-1"></a>        groundedness_eval <span class="op">=</span> question_groundedness_evaluation.split(<span class="st">"Total rating: "</span>)[<span class="dv">0</span>].split(</span>
+<span id="cb12-17"><a href="#cb12-17" aria-hidden="true" tabindex="-1"></a>            <span class="st">"Evaluation: "</span></span>
+<span id="cb12-18"><a href="#cb12-18" aria-hidden="true" tabindex="-1"></a>        )[<span class="dv">1</span>]</span>
+<span id="cb12-19"><a href="#cb12-19" aria-hidden="true" tabindex="-1"></a>        relevance_score <span class="op">=</span> <span class="bu">int</span>(question_relevance_evaluation.split(<span class="st">"Total rating: "</span>)[<span class="dv">1</span>][<span class="dv">0</span>])</span>
+<span id="cb12-20"><a href="#cb12-20" aria-hidden="true" tabindex="-1"></a>        relevance_eval <span class="op">=</span> question_relevance_evaluation.split(<span class="st">"Total rating: "</span>)[<span class="dv">0</span>].split(</span>
+<span id="cb12-21"><a href="#cb12-21" aria-hidden="true" tabindex="-1"></a>            <span class="st">"Evaluation: "</span></span>
+<span id="cb12-22"><a href="#cb12-22" aria-hidden="true" tabindex="-1"></a>        )[<span class="dv">1</span>]</span>
+<span id="cb12-23"><a href="#cb12-23" aria-hidden="true" tabindex="-1"></a>        standalone_score <span class="op">=</span> <span class="bu">int</span>(question_standalone_evaluation.split(<span class="st">"Total rating: "</span>)[<span class="dv">1</span>][<span class="dv">0</span>])</span>
+<span id="cb12-24"><a href="#cb12-24" aria-hidden="true" tabindex="-1"></a>        standalone_eval <span class="op">=</span> question_standalone_evaluation.split(<span class="st">"Total rating: "</span>)[<span class="dv">0</span>].split(</span>
+<span id="cb12-25"><a href="#cb12-25" aria-hidden="true" tabindex="-1"></a>            <span class="st">"Evaluation: "</span></span>
+<span id="cb12-26"><a href="#cb12-26" aria-hidden="true" tabindex="-1"></a>        )[<span class="dv">1</span>]</span>
+<span id="cb12-27"><a href="#cb12-27" aria-hidden="true" tabindex="-1"></a>        output.update(</span>
+<span id="cb12-28"><a href="#cb12-28" aria-hidden="true" tabindex="-1"></a>            {</span>
+<span id="cb12-29"><a href="#cb12-29" aria-hidden="true" tabindex="-1"></a>                <span class="st">"groundedness_score"</span>: groundedness_score,</span>
+<span id="cb12-30"><a href="#cb12-30" aria-hidden="true" tabindex="-1"></a>                <span class="st">"groundedness_eval"</span>: groundedness_eval,</span>
+<span id="cb12-31"><a href="#cb12-31" aria-hidden="true" tabindex="-1"></a>                <span class="st">"relevance_score"</span>: relevance_score,</span>
+<span id="cb12-32"><a href="#cb12-32" aria-hidden="true" tabindex="-1"></a>                <span class="st">"relevance_eval"</span>: relevance_eval,</span>
+<span id="cb12-33"><a href="#cb12-33" aria-hidden="true" tabindex="-1"></a>                <span class="st">"standalone_score"</span>: standalone_score,</span>
+<span id="cb12-34"><a href="#cb12-34" aria-hidden="true" tabindex="-1"></a>                <span class="st">"standalone_eval"</span>: standalone_eval,</span>
+<span id="cb12-35"><a href="#cb12-35" aria-hidden="true" tabindex="-1"></a>            }</span>
+<span id="cb12-36"><a href="#cb12-36" aria-hidden="true" tabindex="-1"></a>        )</span>
+<span id="cb12-37"><a href="#cb12-37" aria-hidden="true" tabindex="-1"></a>    <span class="cf">except</span>:</span>
+<span id="cb12-38"><a href="#cb12-38" aria-hidden="true" tabindex="-1"></a>        <span class="cf">continue</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>Now let us filter out bad questions based on our critique agent scores:</p>
+<div id="244dd1b5" class="cell" data-execution_count="13">
+<div class="sourceCode cell-code" id="cb13"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb13-1"><a href="#cb13-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> pandas <span class="im">as</span> pd</span>
+<span id="cb13-2"><a href="#cb13-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb13-3"><a href="#cb13-3" aria-hidden="true" tabindex="-1"></a>pd.set_option(<span class="st">"display.max_colwidth"</span>, <span class="va">None</span>)</span>
+<span id="cb13-4"><a href="#cb13-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb13-5"><a href="#cb13-5" aria-hidden="true" tabindex="-1"></a>generated_questions <span class="op">=</span> pd.DataFrame.from_dict(outputs)</span>
+<span id="cb13-6"><a href="#cb13-6" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb13-7"><a href="#cb13-7" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="st">"Evaluation dataset before filtering:"</span>)</span>
+<span id="cb13-8"><a href="#cb13-8" aria-hidden="true" tabindex="-1"></a>display(</span>
+<span id="cb13-9"><a href="#cb13-9" aria-hidden="true" tabindex="-1"></a>    generated_questions[</span>
+<span id="cb13-10"><a href="#cb13-10" aria-hidden="true" tabindex="-1"></a>        [<span class="st">"question"</span>, <span class="st">"answer"</span>, <span class="st">"groundedness_score"</span>, <span class="st">"relevance_score"</span>, <span class="st">"standalone_score"</span>]</span>
+<span id="cb13-11"><a href="#cb13-11" aria-hidden="true" tabindex="-1"></a>    ]</span>
+<span id="cb13-12"><a href="#cb13-12" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb13-13"><a href="#cb13-13" aria-hidden="true" tabindex="-1"></a>generated_questions <span class="op">=</span> generated_questions.loc[</span>
+<span id="cb13-14"><a href="#cb13-14" aria-hidden="true" tabindex="-1"></a>    (generated_questions[<span class="st">"groundedness_score"</span>] <span class="op">&gt;=</span> <span class="dv">4</span>)</span>
+<span id="cb13-15"><a href="#cb13-15" aria-hidden="true" tabindex="-1"></a>    <span class="op">&amp;</span> (generated_questions[<span class="st">"relevance_score"</span>] <span class="op">&gt;=</span> <span class="dv">4</span>)</span>
+<span id="cb13-16"><a href="#cb13-16" aria-hidden="true" tabindex="-1"></a>    <span class="op">&amp;</span> (generated_questions[<span class="st">"standalone_score"</span>] <span class="op">&gt;=</span> <span class="dv">4</span>)</span>
+<span id="cb13-17"><a href="#cb13-17" aria-hidden="true" tabindex="-1"></a>]</span>
+<span id="cb13-18"><a href="#cb13-18" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="st">"============================================"</span>)</span>
+<span id="cb13-19"><a href="#cb13-19" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="st">"Final evaluation dataset:"</span>)</span>
+<span id="cb13-20"><a href="#cb13-20" aria-hidden="true" tabindex="-1"></a>display(</span>
+<span id="cb13-21"><a href="#cb13-21" aria-hidden="true" tabindex="-1"></a>    generated_questions[</span>
+<span id="cb13-22"><a href="#cb13-22" aria-hidden="true" tabindex="-1"></a>        [<span class="st">"question"</span>, <span class="st">"answer"</span>, <span class="st">"groundedness_score"</span>, <span class="st">"relevance_score"</span>, <span class="st">"standalone_score"</span>]</span>
+<span id="cb13-23"><a href="#cb13-23" aria-hidden="true" tabindex="-1"></a>    ]</span>
+<span id="cb13-24"><a href="#cb13-24" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb13-25"><a href="#cb13-25" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb13-26"><a href="#cb13-26" aria-hidden="true" tabindex="-1"></a>eval_dataset <span class="op">=</span> datasets.Dataset.from_pandas(</span>
+<span id="cb13-27"><a href="#cb13-27" aria-hidden="true" tabindex="-1"></a>    generated_questions, split<span class="op">=</span><span class="st">"train"</span>, preserve_index<span class="op">=</span><span class="va">False</span></span>
+<span id="cb13-28"><a href="#cb13-28" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>Now our synthetic evaluation dataset is complete! We can evaluate different RAG systems on this evaluation dataset.</p>
+<p>We have generated only a few QA couples here to reduce time and cost. But let’s kick start the next part by loading a pre-generated dataset:</p>
+<div id="9e9d2a9f" class="cell" data-execution_count="14">
+<div class="sourceCode cell-code" id="cb14"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb14-1"><a href="#cb14-1" aria-hidden="true" tabindex="-1"></a>eval_dataset <span class="op">=</span> datasets.load_dataset(<span class="st">"m-ric/huggingface_doc_qa_eval"</span>, split<span class="op">=</span><span class="st">"train"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+</section>
+<section id="build-our-rag-system" class="level1">
+<h1>2. Build our RAG System</h1>
+<section id="preprocessing-documents-to-build-our-vector-database" class="level3">
+<h3 class="anchored" data-anchor-id="preprocessing-documents-to-build-our-vector-database">2.1. Preprocessing documents to build our vector database</h3>
+<ul>
+<li>In this part, <strong>we split the documents from our knowledge base into smaller chunks</strong>: these will be the snippets that are picked by the Retriever, to then be ingested by the Reader LLM as supporting elements for its answer.</li>
+<li>The goal is to build semantically relevant snippets: not too small to be sufficient for supporting an answer, and not too large too avoid diluting individual ideas.</li>
+</ul>
+<p>Many options exist for text splitting: - split every <code>n</code> words / characters, but this has the risk of cutting in half paragraphs or even sentences - split after <code>n</code> words / character, but only on sentence boundaries - <strong>recursive split</strong> tries to preserve even more of the document structure, by processing it tree-like way, splitting first on the largest units (chapters) then recursively splitting on smaller units (paragraphs, sentences).</p>
+<p>To learn more about chunking, I recommend you read <a href="https://github.com/FullStackRetrieval-com/RetrievalTutorials/blob/main/5_Levels_Of_Text_Splitting.ipynb">this great notebook</a> by Greg Kamradt.</p>
+<p><a href="https://huggingface.co/spaces/m-ric/chunk_visualizer">This space</a> lets you visualize how different splitting options affect the chunks you get.</p>
+<blockquote class="blockquote">
+<p>In the following, we use Langchain’s <code>RecursiveCharacterTextSplitter</code>.</p>
+</blockquote>
+<p>💡 <em>To measure chunk length in our Text Splitter, our length function will not be the count of characters, but the count of tokens in the tokenized text: indeed, for subsequent embedder that processes token, measuring length in tokens is more relevant and empirically performs better.</em></p>
+<div id="94af026d" class="cell" data-execution_count="15">
+<div class="sourceCode cell-code" id="cb15"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb15-1"><a href="#cb15-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain.docstore.document <span class="im">import</span> Document <span class="im">as</span> LangchainDocument</span>
+<span id="cb15-2"><a href="#cb15-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb15-3"><a href="#cb15-3" aria-hidden="true" tabindex="-1"></a>RAW_KNOWLEDGE_BASE <span class="op">=</span> [</span>
+<span id="cb15-4"><a href="#cb15-4" aria-hidden="true" tabindex="-1"></a>    LangchainDocument(page_content<span class="op">=</span>doc[<span class="st">"text"</span>], metadata<span class="op">=</span>{<span class="st">"source"</span>: doc[<span class="st">"source"</span>]})</span>
+<span id="cb15-5"><a href="#cb15-5" aria-hidden="true" tabindex="-1"></a>    <span class="cf">for</span> doc <span class="kw">in</span> tqdm(ds)</span>
+<span id="cb15-6"><a href="#cb15-6" aria-hidden="true" tabindex="-1"></a>]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="13cebd63" class="cell" data-execution_count="16">
+<div class="sourceCode cell-code" id="cb16"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb16-1"><a href="#cb16-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain.text_splitter <span class="im">import</span> RecursiveCharacterTextSplitter</span>
+<span id="cb16-2"><a href="#cb16-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> transformers <span class="im">import</span> AutoTokenizer</span>
+<span id="cb16-3"><a href="#cb16-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb16-4"><a href="#cb16-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb16-5"><a href="#cb16-5" aria-hidden="true" tabindex="-1"></a><span class="kw">def</span> split_documents(</span>
+<span id="cb16-6"><a href="#cb16-6" aria-hidden="true" tabindex="-1"></a>    chunk_size: <span class="bu">int</span>,</span>
+<span id="cb16-7"><a href="#cb16-7" aria-hidden="true" tabindex="-1"></a>    knowledge_base: List[LangchainDocument],</span>
+<span id="cb16-8"><a href="#cb16-8" aria-hidden="true" tabindex="-1"></a>    tokenizer_name: <span class="bu">str</span>,</span>
+<span id="cb16-9"><a href="#cb16-9" aria-hidden="true" tabindex="-1"></a>) <span class="op">-&gt;</span> List[LangchainDocument]:</span>
+<span id="cb16-10"><a href="#cb16-10" aria-hidden="true" tabindex="-1"></a>    <span class="co">"""</span></span>
+<span id="cb16-11"><a href="#cb16-11" aria-hidden="true" tabindex="-1"></a><span class="co">    Split documents into chunks of size `chunk_size` characters and return a list of documents.</span></span>
+<span id="cb16-12"><a href="#cb16-12" aria-hidden="true" tabindex="-1"></a><span class="co">    """</span></span>
+<span id="cb16-13"><a href="#cb16-13" aria-hidden="true" tabindex="-1"></a>    text_splitter <span class="op">=</span> RecursiveCharacterTextSplitter.from_huggingface_tokenizer(</span>
+<span id="cb16-14"><a href="#cb16-14" aria-hidden="true" tabindex="-1"></a>        AutoTokenizer.from_pretrained(tokenizer_name),</span>
+<span id="cb16-15"><a href="#cb16-15" aria-hidden="true" tabindex="-1"></a>        chunk_size<span class="op">=</span>chunk_size,</span>
+<span id="cb16-16"><a href="#cb16-16" aria-hidden="true" tabindex="-1"></a>        chunk_overlap<span class="op">=</span><span class="bu">int</span>(chunk_size <span class="op">/</span> <span class="dv">10</span>),</span>
+<span id="cb16-17"><a href="#cb16-17" aria-hidden="true" tabindex="-1"></a>        add_start_index<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb16-18"><a href="#cb16-18" aria-hidden="true" tabindex="-1"></a>        strip_whitespace<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb16-19"><a href="#cb16-19" aria-hidden="true" tabindex="-1"></a>        separators<span class="op">=</span>[<span class="st">"</span><span class="ch">\n\n</span><span class="st">"</span>, <span class="st">"</span><span class="ch">\n</span><span class="st">"</span>, <span class="st">"."</span>, <span class="st">" "</span>, <span class="st">""</span>],</span>
+<span id="cb16-20"><a href="#cb16-20" aria-hidden="true" tabindex="-1"></a>    )</span>
+<span id="cb16-21"><a href="#cb16-21" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb16-22"><a href="#cb16-22" aria-hidden="true" tabindex="-1"></a>    docs_processed <span class="op">=</span> []</span>
+<span id="cb16-23"><a href="#cb16-23" aria-hidden="true" tabindex="-1"></a>    <span class="cf">for</span> doc <span class="kw">in</span> knowledge_base:</span>
+<span id="cb16-24"><a href="#cb16-24" aria-hidden="true" tabindex="-1"></a>        docs_processed <span class="op">+=</span> text_splitter.split_documents([doc])</span>
+<span id="cb16-25"><a href="#cb16-25" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb16-26"><a href="#cb16-26" aria-hidden="true" tabindex="-1"></a>    <span class="co"># Remove duplicates</span></span>
+<span id="cb16-27"><a href="#cb16-27" aria-hidden="true" tabindex="-1"></a>    unique_texts <span class="op">=</span> {}</span>
+<span id="cb16-28"><a href="#cb16-28" aria-hidden="true" tabindex="-1"></a>    docs_processed_unique <span class="op">=</span> []</span>
+<span id="cb16-29"><a href="#cb16-29" aria-hidden="true" tabindex="-1"></a>    <span class="cf">for</span> doc <span class="kw">in</span> docs_processed:</span>
+<span id="cb16-30"><a href="#cb16-30" aria-hidden="true" tabindex="-1"></a>        <span class="cf">if</span> doc.page_content <span class="kw">not</span> <span class="kw">in</span> unique_texts:</span>
+<span id="cb16-31"><a href="#cb16-31" aria-hidden="true" tabindex="-1"></a>            unique_texts[doc.page_content] <span class="op">=</span> <span class="va">True</span></span>
+<span id="cb16-32"><a href="#cb16-32" aria-hidden="true" tabindex="-1"></a>            docs_processed_unique.append(doc)</span>
+<span id="cb16-33"><a href="#cb16-33" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb16-34"><a href="#cb16-34" aria-hidden="true" tabindex="-1"></a>    <span class="cf">return</span> docs_processed_unique</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="retriever---embeddings" class="level3">
+<h3 class="anchored" data-anchor-id="retriever---embeddings">2.2. Retriever - embeddings 🗂️</h3>
+<p>The <strong>retriever acts like an internal search engine</strong>: given the user query, it returns the most relevant documents from your knowledge base.</p>
+<blockquote class="blockquote">
+<p>For the knowledge base, we use Langchain vector databases since <strong>it offers a convenient <a href="https://github.com/facebookresearch/faiss">FAISS</a> index and allows us to keep document metadata throughout the processing</strong>.</p>
+</blockquote>
+<p>🛠️ <strong>Options included:</strong></p>
+<ul>
+<li>Tune the chunking method:
+<ul>
+<li>Size of the chunks</li>
+<li>Method: split on different separators, use <a href="https://python.langchain.com/docs/modules/data_connection/document_transformers/semantic-chunker">semantic chunking</a>…</li>
+</ul></li>
+<li>Change the embedding model</li>
+</ul>
+<div id="8f7371a4" class="cell" data-execution_count="17">
+<div class="sourceCode cell-code" id="cb17"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb17-1"><a href="#cb17-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain.vectorstores <span class="im">import</span> FAISS</span>
+<span id="cb17-2"><a href="#cb17-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain_community.embeddings <span class="im">import</span> HuggingFaceEmbeddings</span>
+<span id="cb17-3"><a href="#cb17-3" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain_community.vectorstores.utils <span class="im">import</span> DistanceStrategy</span>
+<span id="cb17-4"><a href="#cb17-4" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> os</span>
+<span id="cb17-5"><a href="#cb17-5" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb17-6"><a href="#cb17-6" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb17-7"><a href="#cb17-7" aria-hidden="true" tabindex="-1"></a><span class="kw">def</span> load_embeddings(</span>
+<span id="cb17-8"><a href="#cb17-8" aria-hidden="true" tabindex="-1"></a>    langchain_docs: List[LangchainDocument],</span>
+<span id="cb17-9"><a href="#cb17-9" aria-hidden="true" tabindex="-1"></a>    chunk_size: <span class="bu">int</span>,</span>
+<span id="cb17-10"><a href="#cb17-10" aria-hidden="true" tabindex="-1"></a>    embedding_model_name: Optional[<span class="bu">str</span>] <span class="op">=</span> <span class="st">"thenlper/gte-small"</span>,</span>
+<span id="cb17-11"><a href="#cb17-11" aria-hidden="true" tabindex="-1"></a>) <span class="op">-&gt;</span> FAISS:</span>
+<span id="cb17-12"><a href="#cb17-12" aria-hidden="true" tabindex="-1"></a>    <span class="co">"""</span></span>
+<span id="cb17-13"><a href="#cb17-13" aria-hidden="true" tabindex="-1"></a><span class="co">    Creates a FAISS index from the given embedding model and documents. Loads the index directly if it already exists.</span></span>
+<span id="cb17-14"><a href="#cb17-14" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb17-15"><a href="#cb17-15" aria-hidden="true" tabindex="-1"></a><span class="co">    Args:</span></span>
+<span id="cb17-16"><a href="#cb17-16" aria-hidden="true" tabindex="-1"></a><span class="co">        langchain_docs: list of documents</span></span>
+<span id="cb17-17"><a href="#cb17-17" aria-hidden="true" tabindex="-1"></a><span class="co">        chunk_size: size of the chunks to split the documents into</span></span>
+<span id="cb17-18"><a href="#cb17-18" aria-hidden="true" tabindex="-1"></a><span class="co">        embedding_model_name: name of the embedding model to use</span></span>
+<span id="cb17-19"><a href="#cb17-19" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb17-20"><a href="#cb17-20" aria-hidden="true" tabindex="-1"></a><span class="co">    Returns:</span></span>
+<span id="cb17-21"><a href="#cb17-21" aria-hidden="true" tabindex="-1"></a><span class="co">        FAISS index</span></span>
+<span id="cb17-22"><a href="#cb17-22" aria-hidden="true" tabindex="-1"></a><span class="co">    """</span></span>
+<span id="cb17-23"><a href="#cb17-23" aria-hidden="true" tabindex="-1"></a>    <span class="co"># load embedding_model</span></span>
+<span id="cb17-24"><a href="#cb17-24" aria-hidden="true" tabindex="-1"></a>    embedding_model <span class="op">=</span> HuggingFaceEmbeddings(</span>
+<span id="cb17-25"><a href="#cb17-25" aria-hidden="true" tabindex="-1"></a>        model_name<span class="op">=</span>embedding_model_name,</span>
+<span id="cb17-26"><a href="#cb17-26" aria-hidden="true" tabindex="-1"></a>        multi_process<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb17-27"><a href="#cb17-27" aria-hidden="true" tabindex="-1"></a>        model_kwargs<span class="op">=</span>{<span class="st">"device"</span>: <span class="st">"cuda"</span>},</span>
+<span id="cb17-28"><a href="#cb17-28" aria-hidden="true" tabindex="-1"></a>        encode_kwargs<span class="op">=</span>{<span class="st">"normalize_embeddings"</span>: <span class="va">True</span>},  <span class="co"># set True to compute cosine similarity</span></span>
+<span id="cb17-29"><a href="#cb17-29" aria-hidden="true" tabindex="-1"></a>    )</span>
+<span id="cb17-30"><a href="#cb17-30" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb17-31"><a href="#cb17-31" aria-hidden="true" tabindex="-1"></a>    <span class="co"># Check if embeddings already exist on disk</span></span>
+<span id="cb17-32"><a href="#cb17-32" aria-hidden="true" tabindex="-1"></a>    index_name <span class="op">=</span> <span class="ss">f"index_chunk:</span><span class="sc">{</span>chunk_size<span class="sc">}</span><span class="ss">_embeddings:</span><span class="sc">{</span>embedding_model_name<span class="sc">.</span>replace(<span class="st">'/'</span>, <span class="st">'~'</span>)<span class="sc">}</span><span class="ss">"</span></span>
+<span id="cb17-33"><a href="#cb17-33" aria-hidden="true" tabindex="-1"></a>    index_folder_path <span class="op">=</span> <span class="ss">f"./data/indexes/</span><span class="sc">{</span>index_name<span class="sc">}</span><span class="ss">/"</span></span>
+<span id="cb17-34"><a href="#cb17-34" aria-hidden="true" tabindex="-1"></a>    <span class="cf">if</span> os.path.isdir(index_folder_path):</span>
+<span id="cb17-35"><a href="#cb17-35" aria-hidden="true" tabindex="-1"></a>        <span class="cf">return</span> FAISS.load_local(</span>
+<span id="cb17-36"><a href="#cb17-36" aria-hidden="true" tabindex="-1"></a>            index_folder_path,</span>
+<span id="cb17-37"><a href="#cb17-37" aria-hidden="true" tabindex="-1"></a>            embedding_model,</span>
+<span id="cb17-38"><a href="#cb17-38" aria-hidden="true" tabindex="-1"></a>            distance_strategy<span class="op">=</span>DistanceStrategy.COSINE,</span>
+<span id="cb17-39"><a href="#cb17-39" aria-hidden="true" tabindex="-1"></a>        )</span>
+<span id="cb17-40"><a href="#cb17-40" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb17-41"><a href="#cb17-41" aria-hidden="true" tabindex="-1"></a>    <span class="cf">else</span>:</span>
+<span id="cb17-42"><a href="#cb17-42" aria-hidden="true" tabindex="-1"></a>        <span class="bu">print</span>(<span class="st">"Index not found, generating it..."</span>)</span>
+<span id="cb17-43"><a href="#cb17-43" aria-hidden="true" tabindex="-1"></a>        docs_processed <span class="op">=</span> split_documents(</span>
+<span id="cb17-44"><a href="#cb17-44" aria-hidden="true" tabindex="-1"></a>            chunk_size,</span>
+<span id="cb17-45"><a href="#cb17-45" aria-hidden="true" tabindex="-1"></a>            langchain_docs,</span>
+<span id="cb17-46"><a href="#cb17-46" aria-hidden="true" tabindex="-1"></a>            embedding_model_name,</span>
+<span id="cb17-47"><a href="#cb17-47" aria-hidden="true" tabindex="-1"></a>        )</span>
+<span id="cb17-48"><a href="#cb17-48" aria-hidden="true" tabindex="-1"></a>        knowledge_index <span class="op">=</span> FAISS.from_documents(</span>
+<span id="cb17-49"><a href="#cb17-49" aria-hidden="true" tabindex="-1"></a>            docs_processed, embedding_model, distance_strategy<span class="op">=</span>DistanceStrategy.COSINE</span>
+<span id="cb17-50"><a href="#cb17-50" aria-hidden="true" tabindex="-1"></a>        )</span>
+<span id="cb17-51"><a href="#cb17-51" aria-hidden="true" tabindex="-1"></a>        knowledge_index.save_local(index_folder_path)</span>
+<span id="cb17-52"><a href="#cb17-52" aria-hidden="true" tabindex="-1"></a>        <span class="cf">return</span> knowledge_index</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="reader---llm" class="level3">
+<h3 class="anchored" data-anchor-id="reader---llm">2.3. Reader - LLM 💬</h3>
+<p>In this part, the <strong>LLM Reader reads the retrieved documents to formulate its answer.</strong></p>
+<p>🛠️ Here we tried the following options to improve results: - Switch reranking on/off - Change the reader model</p>
+<div id="843d7987" class="cell" data-execution_count="18">
+<div class="sourceCode cell-code" id="cb18"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb18-1"><a href="#cb18-1" aria-hidden="true" tabindex="-1"></a>RAG_PROMPT_TEMPLATE <span class="op">=</span> <span class="st">"""</span></span>
+<span id="cb18-2"><a href="#cb18-2" aria-hidden="true" tabindex="-1"></a><span class="st">&lt;|system|&gt;</span></span>
+<span id="cb18-3"><a href="#cb18-3" aria-hidden="true" tabindex="-1"></a><span class="st">Using the information contained in the context,</span></span>
+<span id="cb18-4"><a href="#cb18-4" aria-hidden="true" tabindex="-1"></a><span class="st">give a comprehensive answer to the question.</span></span>
+<span id="cb18-5"><a href="#cb18-5" aria-hidden="true" tabindex="-1"></a><span class="st">Respond only to the question asked, response should be concise and relevant to the question.</span></span>
+<span id="cb18-6"><a href="#cb18-6" aria-hidden="true" tabindex="-1"></a><span class="st">Provide the number of the source document when relevant.</span></span>
+<span id="cb18-7"><a href="#cb18-7" aria-hidden="true" tabindex="-1"></a><span class="st">If the answer cannot be deduced from the context, do not give an answer.&lt;/s&gt;</span></span>
+<span id="cb18-8"><a href="#cb18-8" aria-hidden="true" tabindex="-1"></a><span class="st">&lt;|user|&gt;</span></span>
+<span id="cb18-9"><a href="#cb18-9" aria-hidden="true" tabindex="-1"></a><span class="st">Context:</span></span>
+<span id="cb18-10"><a href="#cb18-10" aria-hidden="true" tabindex="-1"></a><span class="sc">{context}</span></span>
+<span id="cb18-11"><a href="#cb18-11" aria-hidden="true" tabindex="-1"></a><span class="st">---</span></span>
+<span id="cb18-12"><a href="#cb18-12" aria-hidden="true" tabindex="-1"></a><span class="st">Now here is the question you need to answer.</span></span>
+<span id="cb18-13"><a href="#cb18-13" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb18-14"><a href="#cb18-14" aria-hidden="true" tabindex="-1"></a><span class="st">Question: </span><span class="sc">{question}</span></span>
+<span id="cb18-15"><a href="#cb18-15" aria-hidden="true" tabindex="-1"></a><span class="st">&lt;/s&gt;</span></span>
+<span id="cb18-16"><a href="#cb18-16" aria-hidden="true" tabindex="-1"></a><span class="st">&lt;|assistant|&gt;</span></span>
+<span id="cb18-17"><a href="#cb18-17" aria-hidden="true" tabindex="-1"></a><span class="st">"""</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="6884550b" class="cell" data-execution_count="19">
+<div class="sourceCode cell-code" id="cb19"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb19-1"><a href="#cb19-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain_community.llms <span class="im">import</span> HuggingFaceHub</span>
+<span id="cb19-2"><a href="#cb19-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb19-3"><a href="#cb19-3" aria-hidden="true" tabindex="-1"></a>repo_id <span class="op">=</span> <span class="st">"HuggingFaceH4/zephyr-7b-beta"</span></span>
+<span id="cb19-4"><a href="#cb19-4" aria-hidden="true" tabindex="-1"></a>READER_MODEL_NAME <span class="op">=</span> <span class="st">"zephyr-7b-beta"</span></span>
+<span id="cb19-5"><a href="#cb19-5" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb19-6"><a href="#cb19-6" aria-hidden="true" tabindex="-1"></a>READER_LLM <span class="op">=</span> HuggingFaceHub(</span>
+<span id="cb19-7"><a href="#cb19-7" aria-hidden="true" tabindex="-1"></a>    repo_id<span class="op">=</span>repo_id,</span>
+<span id="cb19-8"><a href="#cb19-8" aria-hidden="true" tabindex="-1"></a>    task<span class="op">=</span><span class="st">"text-generation"</span>,</span>
+<span id="cb19-9"><a href="#cb19-9" aria-hidden="true" tabindex="-1"></a>    model_kwargs<span class="op">=</span>{</span>
+<span id="cb19-10"><a href="#cb19-10" aria-hidden="true" tabindex="-1"></a>        <span class="st">"max_new_tokens"</span>: <span class="dv">512</span>,</span>
+<span id="cb19-11"><a href="#cb19-11" aria-hidden="true" tabindex="-1"></a>        <span class="st">"top_k"</span>: <span class="dv">30</span>,</span>
+<span id="cb19-12"><a href="#cb19-12" aria-hidden="true" tabindex="-1"></a>        <span class="st">"temperature"</span>: <span class="fl">0.1</span>,</span>
+<span id="cb19-13"><a href="#cb19-13" aria-hidden="true" tabindex="-1"></a>        <span class="st">"repetition_penalty"</span>: <span class="fl">1.03</span>,</span>
+<span id="cb19-14"><a href="#cb19-14" aria-hidden="true" tabindex="-1"></a>    },</span>
+<span id="cb19-15"><a href="#cb19-15" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="143d4d0b" class="cell" data-execution_count="20">
+<div class="sourceCode cell-code" id="cb20"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb20-1"><a href="#cb20-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> ragatouille <span class="im">import</span> RAGPretrainedModel</span>
+<span id="cb20-2"><a href="#cb20-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain_core.vectorstores <span class="im">import</span> VectorStore</span>
+<span id="cb20-3"><a href="#cb20-3" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain_core.language_models.llms <span class="im">import</span> LLM</span>
+<span id="cb20-4"><a href="#cb20-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb20-5"><a href="#cb20-5" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb20-6"><a href="#cb20-6" aria-hidden="true" tabindex="-1"></a><span class="kw">def</span> answer_with_rag(</span>
+<span id="cb20-7"><a href="#cb20-7" aria-hidden="true" tabindex="-1"></a>    question: <span class="bu">str</span>,</span>
+<span id="cb20-8"><a href="#cb20-8" aria-hidden="true" tabindex="-1"></a>    llm: LLM,</span>
+<span id="cb20-9"><a href="#cb20-9" aria-hidden="true" tabindex="-1"></a>    knowledge_index: VectorStore,</span>
+<span id="cb20-10"><a href="#cb20-10" aria-hidden="true" tabindex="-1"></a>    reranker: Optional[RAGPretrainedModel] <span class="op">=</span> <span class="va">None</span>,</span>
+<span id="cb20-11"><a href="#cb20-11" aria-hidden="true" tabindex="-1"></a>    num_retrieved_docs: <span class="bu">int</span> <span class="op">=</span> <span class="dv">30</span>,</span>
+<span id="cb20-12"><a href="#cb20-12" aria-hidden="true" tabindex="-1"></a>    num_docs_final: <span class="bu">int</span> <span class="op">=</span> <span class="dv">7</span>,</span>
+<span id="cb20-13"><a href="#cb20-13" aria-hidden="true" tabindex="-1"></a>) <span class="op">-&gt;</span> Tuple[<span class="bu">str</span>, List[LangchainDocument]]:</span>
+<span id="cb20-14"><a href="#cb20-14" aria-hidden="true" tabindex="-1"></a>    <span class="co">"""Answer a question using RAG with the given knowledge index."""</span></span>
+<span id="cb20-15"><a href="#cb20-15" aria-hidden="true" tabindex="-1"></a>    <span class="co"># Gather documents with retriever</span></span>
+<span id="cb20-16"><a href="#cb20-16" aria-hidden="true" tabindex="-1"></a>    relevant_docs <span class="op">=</span> knowledge_index.similarity_search(query<span class="op">=</span>question, k<span class="op">=</span>num_retrieved_docs)</span>
+<span id="cb20-17"><a href="#cb20-17" aria-hidden="true" tabindex="-1"></a>    relevant_docs <span class="op">=</span> [doc.page_content <span class="cf">for</span> doc <span class="kw">in</span> relevant_docs]  <span class="co"># keep only the text</span></span>
+<span id="cb20-18"><a href="#cb20-18" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb20-19"><a href="#cb20-19" aria-hidden="true" tabindex="-1"></a>    <span class="co"># Optionally rerank results</span></span>
+<span id="cb20-20"><a href="#cb20-20" aria-hidden="true" tabindex="-1"></a>    <span class="cf">if</span> reranker:</span>
+<span id="cb20-21"><a href="#cb20-21" aria-hidden="true" tabindex="-1"></a>        relevant_docs <span class="op">=</span> reranker.rerank(question, relevant_docs, k<span class="op">=</span>num_docs_final)</span>
+<span id="cb20-22"><a href="#cb20-22" aria-hidden="true" tabindex="-1"></a>        relevant_docs <span class="op">=</span> [doc[<span class="st">"content"</span>] <span class="cf">for</span> doc <span class="kw">in</span> relevant_docs]</span>
+<span id="cb20-23"><a href="#cb20-23" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb20-24"><a href="#cb20-24" aria-hidden="true" tabindex="-1"></a>    relevant_docs <span class="op">=</span> relevant_docs[:num_docs_final]</span>
+<span id="cb20-25"><a href="#cb20-25" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb20-26"><a href="#cb20-26" aria-hidden="true" tabindex="-1"></a>    <span class="co"># Build the final prompt</span></span>
+<span id="cb20-27"><a href="#cb20-27" aria-hidden="true" tabindex="-1"></a>    context <span class="op">=</span> <span class="st">"</span><span class="ch">\n</span><span class="st">Extracted documents:</span><span class="ch">\n</span><span class="st">"</span></span>
+<span id="cb20-28"><a href="#cb20-28" aria-hidden="true" tabindex="-1"></a>    context <span class="op">+=</span> <span class="st">""</span>.join([<span class="ss">f"Document </span><span class="sc">{</span><span class="bu">str</span>(i)<span class="sc">}</span><span class="ss">:::</span><span class="ch">\n</span><span class="ss">"</span> <span class="op">+</span> doc <span class="cf">for</span> i, doc <span class="kw">in</span> <span class="bu">enumerate</span>(relevant_docs)])</span>
+<span id="cb20-29"><a href="#cb20-29" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb20-30"><a href="#cb20-30" aria-hidden="true" tabindex="-1"></a>    final_prompt <span class="op">=</span> RAG_PROMPT_TEMPLATE.<span class="bu">format</span>(question<span class="op">=</span>question, context<span class="op">=</span>context)</span>
+<span id="cb20-31"><a href="#cb20-31" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb20-32"><a href="#cb20-32" aria-hidden="true" tabindex="-1"></a>    <span class="co"># Redact an answer</span></span>
+<span id="cb20-33"><a href="#cb20-33" aria-hidden="true" tabindex="-1"></a>    answer <span class="op">=</span> llm(final_prompt)</span>
+<span id="cb20-34"><a href="#cb20-34" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb20-35"><a href="#cb20-35" aria-hidden="true" tabindex="-1"></a>    <span class="cf">return</span> answer, relevant_docs</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+</section>
+<section id="benchmarking-the-rag-system" class="level1">
+<h1>3. Benchmarking the RAG system</h1>
+<p>The RAG system and the evaluation datasets are now ready. The last step is to judge the RAG system’s output on this evlauation dataset.</p>
+<p>To this end, <strong>we setup a judge agent</strong>. ⚖️🤖</p>
+<p>Out of <a href="https://docs.ragas.io/en/latest/concepts/metrics/index.html">the different RAG evaluation metrics</a>, we choose to focus only on faithfulness since it the best end-to-end metric of our system’s performance.</p>
+<blockquote class="blockquote">
+<p>We use GPT4 as a judge for its empirically good performance, but you could try with other models such as <a href="https://huggingface.co/kaist-ai/prometheus-13b-v1.0">kaist-ai/prometheus-13b-v1.0</a> or <a href="https://huggingface.co/BAAI/JudgeLM-33B-v1.0">BAAI/JudgeLM-33B-v1.0</a>.</p>
+</blockquote>
+<p>💡 <em>In the evaluation prompt, we give a detailed description each metric on the scale 1-5, as is done in <a href="https://huggingface.co/kaist-ai/prometheus-13b-v1.0">Prometheus’s prompt template</a>: this helps the model ground its metric precisely. If instead you give the judge LLM a vague scale to work with, the outputs will not be consistent enough between different examples.</em></p>
+<p>💡 <em>Again, prompting the LLM to output rationale before giving its final score gives it more tokens to help it formalize and elaborate a judgement.</em></p>
+<div id="ce53b5ec" class="cell" data-execution_count="21">
+<div class="sourceCode cell-code" id="cb21"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb21-1"><a href="#cb21-1" aria-hidden="true" tabindex="-1"></a><span class="kw">def</span> run_rag_tests(</span>
+<span id="cb21-2"><a href="#cb21-2" aria-hidden="true" tabindex="-1"></a>    eval_dataset: datasets.Dataset,</span>
+<span id="cb21-3"><a href="#cb21-3" aria-hidden="true" tabindex="-1"></a>    llm: BaseChatModel,</span>
+<span id="cb21-4"><a href="#cb21-4" aria-hidden="true" tabindex="-1"></a>    knowledge_index: VectorStore,</span>
+<span id="cb21-5"><a href="#cb21-5" aria-hidden="true" tabindex="-1"></a>    output_file: <span class="bu">str</span>,</span>
+<span id="cb21-6"><a href="#cb21-6" aria-hidden="true" tabindex="-1"></a>    reranker: Optional[RAGPretrainedModel] <span class="op">=</span> <span class="va">None</span>,</span>
+<span id="cb21-7"><a href="#cb21-7" aria-hidden="true" tabindex="-1"></a>    verbose: Optional[<span class="bu">bool</span>] <span class="op">=</span> <span class="va">True</span>,</span>
+<span id="cb21-8"><a href="#cb21-8" aria-hidden="true" tabindex="-1"></a>    test_settings: Optional[<span class="bu">str</span>] <span class="op">=</span> <span class="va">None</span>,  <span class="co"># To document the test settings used</span></span>
+<span id="cb21-9"><a href="#cb21-9" aria-hidden="true" tabindex="-1"></a>):</span>
+<span id="cb21-10"><a href="#cb21-10" aria-hidden="true" tabindex="-1"></a>    <span class="co">"""Runs RAG tests on the given dataset and saves the results to the given output file."""</span></span>
+<span id="cb21-11"><a href="#cb21-11" aria-hidden="true" tabindex="-1"></a>    <span class="cf">try</span>:  <span class="co"># load previous generations if they exist</span></span>
+<span id="cb21-12"><a href="#cb21-12" aria-hidden="true" tabindex="-1"></a>        <span class="cf">with</span> <span class="bu">open</span>(output_file, <span class="st">"r"</span>) <span class="im">as</span> f:</span>
+<span id="cb21-13"><a href="#cb21-13" aria-hidden="true" tabindex="-1"></a>            outputs <span class="op">=</span> json.load(f)</span>
+<span id="cb21-14"><a href="#cb21-14" aria-hidden="true" tabindex="-1"></a>    <span class="cf">except</span>:</span>
+<span id="cb21-15"><a href="#cb21-15" aria-hidden="true" tabindex="-1"></a>        outputs <span class="op">=</span> []</span>
+<span id="cb21-16"><a href="#cb21-16" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb21-17"><a href="#cb21-17" aria-hidden="true" tabindex="-1"></a>    <span class="cf">for</span> example <span class="kw">in</span> tqdm(eval_dataset):</span>
+<span id="cb21-18"><a href="#cb21-18" aria-hidden="true" tabindex="-1"></a>        question <span class="op">=</span> example[<span class="st">"question"</span>]</span>
+<span id="cb21-19"><a href="#cb21-19" aria-hidden="true" tabindex="-1"></a>        <span class="cf">if</span> question <span class="kw">in</span> [output[<span class="st">"question"</span>] <span class="cf">for</span> output <span class="kw">in</span> outputs]:</span>
+<span id="cb21-20"><a href="#cb21-20" aria-hidden="true" tabindex="-1"></a>            <span class="cf">continue</span></span>
+<span id="cb21-21"><a href="#cb21-21" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb21-22"><a href="#cb21-22" aria-hidden="true" tabindex="-1"></a>        answer, relevant_docs <span class="op">=</span> answer_with_rag(question, llm, knowledge_index, reranker<span class="op">=</span>reranker)</span>
+<span id="cb21-23"><a href="#cb21-23" aria-hidden="true" tabindex="-1"></a>        <span class="cf">if</span> verbose:</span>
+<span id="cb21-24"><a href="#cb21-24" aria-hidden="true" tabindex="-1"></a>            <span class="bu">print</span>(<span class="st">"======================================================="</span>)</span>
+<span id="cb21-25"><a href="#cb21-25" aria-hidden="true" tabindex="-1"></a>            <span class="bu">print</span>(<span class="ss">f"Question: </span><span class="sc">{</span>question<span class="sc">}</span><span class="ss">"</span>)</span>
+<span id="cb21-26"><a href="#cb21-26" aria-hidden="true" tabindex="-1"></a>            <span class="bu">print</span>(<span class="ss">f"Answer: </span><span class="sc">{</span>answer<span class="sc">}</span><span class="ss">"</span>)</span>
+<span id="cb21-27"><a href="#cb21-27" aria-hidden="true" tabindex="-1"></a>            <span class="bu">print</span>(<span class="ss">f'True answer: </span><span class="sc">{</span>example[<span class="st">"answer"</span>]<span class="sc">}</span><span class="ss">'</span>)</span>
+<span id="cb21-28"><a href="#cb21-28" aria-hidden="true" tabindex="-1"></a>        result <span class="op">=</span> {</span>
+<span id="cb21-29"><a href="#cb21-29" aria-hidden="true" tabindex="-1"></a>            <span class="st">"question"</span>: question,</span>
+<span id="cb21-30"><a href="#cb21-30" aria-hidden="true" tabindex="-1"></a>            <span class="st">"true_answer"</span>: example[<span class="st">"answer"</span>],</span>
+<span id="cb21-31"><a href="#cb21-31" aria-hidden="true" tabindex="-1"></a>            <span class="st">"source_doc"</span>: example[<span class="st">"source_doc"</span>],</span>
+<span id="cb21-32"><a href="#cb21-32" aria-hidden="true" tabindex="-1"></a>            <span class="st">"generated_answer"</span>: answer,</span>
+<span id="cb21-33"><a href="#cb21-33" aria-hidden="true" tabindex="-1"></a>            <span class="st">"retrieved_docs"</span>: [doc <span class="cf">for</span> doc <span class="kw">in</span> relevant_docs],</span>
+<span id="cb21-34"><a href="#cb21-34" aria-hidden="true" tabindex="-1"></a>        }</span>
+<span id="cb21-35"><a href="#cb21-35" aria-hidden="true" tabindex="-1"></a>        <span class="cf">if</span> test_settings:</span>
+<span id="cb21-36"><a href="#cb21-36" aria-hidden="true" tabindex="-1"></a>            result[<span class="st">"test_settings"</span>] <span class="op">=</span> test_settings</span>
+<span id="cb21-37"><a href="#cb21-37" aria-hidden="true" tabindex="-1"></a>        outputs.append(result)</span>
+<span id="cb21-38"><a href="#cb21-38" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb21-39"><a href="#cb21-39" aria-hidden="true" tabindex="-1"></a>        <span class="cf">with</span> <span class="bu">open</span>(output_file, <span class="st">"w"</span>) <span class="im">as</span> f:</span>
+<span id="cb21-40"><a href="#cb21-40" aria-hidden="true" tabindex="-1"></a>            json.dump(outputs, f)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="49f7ef44" class="cell" data-execution_count="22">
+<div class="sourceCode cell-code" id="cb22"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb22-1"><a href="#cb22-1" aria-hidden="true" tabindex="-1"></a>EVALUATION_PROMPT <span class="op">=</span> <span class="st">"""###Task Description:</span></span>
+<span id="cb22-2"><a href="#cb22-2" aria-hidden="true" tabindex="-1"></a><span class="st">An instruction (might include an Input inside it), a response to evaluate, a reference answer that gets a score of 5, and a score rubric representing a evaluation criteria are given.</span></span>
+<span id="cb22-3"><a href="#cb22-3" aria-hidden="true" tabindex="-1"></a><span class="st">1. Write a detailed feedback that assess the quality of the response strictly based on the given score rubric, not evaluating in general.</span></span>
+<span id="cb22-4"><a href="#cb22-4" aria-hidden="true" tabindex="-1"></a><span class="st">2. After writing a feedback, write a score that is an integer between 1 and 5. You should refer to the score rubric.</span></span>
+<span id="cb22-5"><a href="#cb22-5" aria-hidden="true" tabindex="-1"></a><span class="st">3. The output format should look as follows: </span><span class="ch">\"</span><span class="st">Feedback: </span><span class="sc">{{</span><span class="st">write a feedback for criteria</span><span class="sc">}}</span><span class="st"> [RESULT] </span><span class="sc">{{</span><span class="st">an integer number between 1 and 5</span><span class="sc">}}</span><span class="ch">\"</span></span>
+<span id="cb22-6"><a href="#cb22-6" aria-hidden="true" tabindex="-1"></a><span class="st">4. Please do not generate any other opening, closing, and explanations. Be sure to include [RESULT] in your output.</span></span>
+<span id="cb22-7"><a href="#cb22-7" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb22-8"><a href="#cb22-8" aria-hidden="true" tabindex="-1"></a><span class="st">###The instruction to evaluate:</span></span>
+<span id="cb22-9"><a href="#cb22-9" aria-hidden="true" tabindex="-1"></a><span class="sc">{instruction}</span></span>
+<span id="cb22-10"><a href="#cb22-10" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb22-11"><a href="#cb22-11" aria-hidden="true" tabindex="-1"></a><span class="st">###Response to evaluate:</span></span>
+<span id="cb22-12"><a href="#cb22-12" aria-hidden="true" tabindex="-1"></a><span class="sc">{response}</span></span>
+<span id="cb22-13"><a href="#cb22-13" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb22-14"><a href="#cb22-14" aria-hidden="true" tabindex="-1"></a><span class="st">###Reference Answer (Score 5):</span></span>
+<span id="cb22-15"><a href="#cb22-15" aria-hidden="true" tabindex="-1"></a><span class="sc">{reference_answer}</span></span>
+<span id="cb22-16"><a href="#cb22-16" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb22-17"><a href="#cb22-17" aria-hidden="true" tabindex="-1"></a><span class="st">###Score Rubrics:</span></span>
+<span id="cb22-18"><a href="#cb22-18" aria-hidden="true" tabindex="-1"></a><span class="st">[Is the response correct, accurate, and factual based on the reference answer?]</span></span>
+<span id="cb22-19"><a href="#cb22-19" aria-hidden="true" tabindex="-1"></a><span class="st">Score 1: The response is completely incorrect, inaccurate, and/or not factual.</span></span>
+<span id="cb22-20"><a href="#cb22-20" aria-hidden="true" tabindex="-1"></a><span class="st">Score 2: The response is mostly incorrect, inaccurate, and/or not factual.</span></span>
+<span id="cb22-21"><a href="#cb22-21" aria-hidden="true" tabindex="-1"></a><span class="st">Score 3: The response is somewhat correct, accurate, and/or factual.</span></span>
+<span id="cb22-22"><a href="#cb22-22" aria-hidden="true" tabindex="-1"></a><span class="st">Score 4: The response is mostly correct, accurate, and factual.</span></span>
+<span id="cb22-23"><a href="#cb22-23" aria-hidden="true" tabindex="-1"></a><span class="st">Score 5: The response is completely correct, accurate, and factual.</span></span>
+<span id="cb22-24"><a href="#cb22-24" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb22-25"><a href="#cb22-25" aria-hidden="true" tabindex="-1"></a><span class="st">###Feedback:"""</span></span>
+<span id="cb22-26"><a href="#cb22-26" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb22-27"><a href="#cb22-27" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain.prompts.chat <span class="im">import</span> (</span>
+<span id="cb22-28"><a href="#cb22-28" aria-hidden="true" tabindex="-1"></a>    ChatPromptTemplate,</span>
+<span id="cb22-29"><a href="#cb22-29" aria-hidden="true" tabindex="-1"></a>    HumanMessagePromptTemplate,</span>
+<span id="cb22-30"><a href="#cb22-30" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb22-31"><a href="#cb22-31" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain.schema <span class="im">import</span> SystemMessage</span>
+<span id="cb22-32"><a href="#cb22-32" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb22-33"><a href="#cb22-33" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb22-34"><a href="#cb22-34" aria-hidden="true" tabindex="-1"></a>evaluation_prompt_template <span class="op">=</span> ChatPromptTemplate.from_messages(</span>
+<span id="cb22-35"><a href="#cb22-35" aria-hidden="true" tabindex="-1"></a>    [</span>
+<span id="cb22-36"><a href="#cb22-36" aria-hidden="true" tabindex="-1"></a>        SystemMessage(content<span class="op">=</span><span class="st">"You are a fair evaluator language model."</span>),</span>
+<span id="cb22-37"><a href="#cb22-37" aria-hidden="true" tabindex="-1"></a>        HumanMessagePromptTemplate.from_template(EVALUATION_PROMPT),</span>
+<span id="cb22-38"><a href="#cb22-38" aria-hidden="true" tabindex="-1"></a>    ]</span>
+<span id="cb22-39"><a href="#cb22-39" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="b678d8fe" class="cell" data-execution_count="23">
+<div class="sourceCode cell-code" id="cb23"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb23-1"><a href="#cb23-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain.chat_models <span class="im">import</span> ChatOpenAI</span>
+<span id="cb23-2"><a href="#cb23-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb23-3"><a href="#cb23-3" aria-hidden="true" tabindex="-1"></a>eval_chat_model <span class="op">=</span> ChatOpenAI(model<span class="op">=</span><span class="st">"gpt-4-1106-preview"</span>, temperature<span class="op">=</span><span class="dv">0</span>)</span>
+<span id="cb23-4"><a href="#cb23-4" aria-hidden="true" tabindex="-1"></a>evaluator_name <span class="op">=</span> <span class="st">"GPT4"</span></span>
+<span id="cb23-5"><a href="#cb23-5" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb23-6"><a href="#cb23-6" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb23-7"><a href="#cb23-7" aria-hidden="true" tabindex="-1"></a><span class="kw">def</span> evaluate_answers(</span>
+<span id="cb23-8"><a href="#cb23-8" aria-hidden="true" tabindex="-1"></a>    answer_path: <span class="bu">str</span>,</span>
+<span id="cb23-9"><a href="#cb23-9" aria-hidden="true" tabindex="-1"></a>    eval_chat_model: BaseChatModel,</span>
+<span id="cb23-10"><a href="#cb23-10" aria-hidden="true" tabindex="-1"></a>    evaluator_name: <span class="bu">str</span>,</span>
+<span id="cb23-11"><a href="#cb23-11" aria-hidden="true" tabindex="-1"></a>    evaluation_prompt_template: ChatPromptTemplate,</span>
+<span id="cb23-12"><a href="#cb23-12" aria-hidden="true" tabindex="-1"></a>) <span class="op">-&gt;</span> <span class="va">None</span>:</span>
+<span id="cb23-13"><a href="#cb23-13" aria-hidden="true" tabindex="-1"></a>    <span class="co">"""Evaluates generated answers. Modifies the given answer file in place for better checkpointing."""</span></span>
+<span id="cb23-14"><a href="#cb23-14" aria-hidden="true" tabindex="-1"></a>    answers <span class="op">=</span> []</span>
+<span id="cb23-15"><a href="#cb23-15" aria-hidden="true" tabindex="-1"></a>    <span class="cf">if</span> os.path.isfile(answer_path):  <span class="co"># load previous generations if they exist</span></span>
+<span id="cb23-16"><a href="#cb23-16" aria-hidden="true" tabindex="-1"></a>        answers <span class="op">=</span> json.load(<span class="bu">open</span>(answer_path, <span class="st">"r"</span>))</span>
+<span id="cb23-17"><a href="#cb23-17" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb23-18"><a href="#cb23-18" aria-hidden="true" tabindex="-1"></a>    <span class="cf">for</span> experiment <span class="kw">in</span> tqdm(answers):</span>
+<span id="cb23-19"><a href="#cb23-19" aria-hidden="true" tabindex="-1"></a>        <span class="cf">if</span> <span class="ss">f"eval_score_</span><span class="sc">{</span>evaluator_name<span class="sc">}</span><span class="ss">"</span> <span class="kw">in</span> experiment:</span>
+<span id="cb23-20"><a href="#cb23-20" aria-hidden="true" tabindex="-1"></a>            <span class="cf">continue</span></span>
+<span id="cb23-21"><a href="#cb23-21" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb23-22"><a href="#cb23-22" aria-hidden="true" tabindex="-1"></a>        eval_prompt <span class="op">=</span> evaluation_prompt_template.format_messages(</span>
+<span id="cb23-23"><a href="#cb23-23" aria-hidden="true" tabindex="-1"></a>            instruction<span class="op">=</span>experiment[<span class="st">"question"</span>],</span>
+<span id="cb23-24"><a href="#cb23-24" aria-hidden="true" tabindex="-1"></a>            response<span class="op">=</span>experiment[<span class="st">"generated_answer"</span>],</span>
+<span id="cb23-25"><a href="#cb23-25" aria-hidden="true" tabindex="-1"></a>            reference_answer<span class="op">=</span>experiment[<span class="st">"true_answer"</span>],</span>
+<span id="cb23-26"><a href="#cb23-26" aria-hidden="true" tabindex="-1"></a>        )</span>
+<span id="cb23-27"><a href="#cb23-27" aria-hidden="true" tabindex="-1"></a>        eval_result <span class="op">=</span> eval_chat_model.invoke(eval_prompt)</span>
+<span id="cb23-28"><a href="#cb23-28" aria-hidden="true" tabindex="-1"></a>        feedback, score <span class="op">=</span> [item.strip() <span class="cf">for</span> item <span class="kw">in</span> eval_result.content.split(<span class="st">"[RESULT]"</span>)]</span>
+<span id="cb23-29"><a href="#cb23-29" aria-hidden="true" tabindex="-1"></a>        experiment[<span class="ss">f"eval_score_</span><span class="sc">{</span>evaluator_name<span class="sc">}</span><span class="ss">"</span>] <span class="op">=</span> score</span>
+<span id="cb23-30"><a href="#cb23-30" aria-hidden="true" tabindex="-1"></a>        experiment[<span class="ss">f"eval_feedback_</span><span class="sc">{</span>evaluator_name<span class="sc">}</span><span class="ss">"</span>] <span class="op">=</span> feedback</span>
+<span id="cb23-31"><a href="#cb23-31" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb23-32"><a href="#cb23-32" aria-hidden="true" tabindex="-1"></a>        <span class="cf">with</span> <span class="bu">open</span>(answer_path, <span class="st">"w"</span>) <span class="im">as</span> f:</span>
+<span id="cb23-33"><a href="#cb23-33" aria-hidden="true" tabindex="-1"></a>            json.dump(answers, f)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>🚀 Let’s run the tests and evaluate answers!👇</p>
+<div id="55f9f502" class="cell" data-execution_count="24">
+<div class="sourceCode cell-code" id="cb24"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb24-1"><a href="#cb24-1" aria-hidden="true" tabindex="-1"></a><span class="cf">if</span> <span class="kw">not</span> os.path.exists(<span class="st">"./output"</span>):</span>
+<span id="cb24-2"><a href="#cb24-2" aria-hidden="true" tabindex="-1"></a>    os.mkdir(<span class="st">"./output"</span>)</span>
+<span id="cb24-3"><a href="#cb24-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb24-4"><a href="#cb24-4" aria-hidden="true" tabindex="-1"></a><span class="cf">for</span> chunk_size <span class="kw">in</span> [<span class="dv">200</span>]:  <span class="co"># Add other chunk sizes (in tokens) as needed</span></span>
+<span id="cb24-5"><a href="#cb24-5" aria-hidden="true" tabindex="-1"></a>    <span class="cf">for</span> embeddings <span class="kw">in</span> [<span class="st">"thenlper/gte-small"</span>]:  <span class="co"># Add other embeddings as needed</span></span>
+<span id="cb24-6"><a href="#cb24-6" aria-hidden="true" tabindex="-1"></a>        <span class="cf">for</span> rerank <span class="kw">in</span> [<span class="va">True</span>, <span class="va">False</span>]:</span>
+<span id="cb24-7"><a href="#cb24-7" aria-hidden="true" tabindex="-1"></a>            settings_name <span class="op">=</span> <span class="ss">f"chunk:</span><span class="sc">{</span>chunk_size<span class="sc">}</span><span class="ss">_embeddings:</span><span class="sc">{</span>embeddings<span class="sc">.</span>replace(<span class="st">'/'</span>, <span class="st">'~'</span>)<span class="sc">}</span><span class="ss">_rerank:</span><span class="sc">{</span>rerank<span class="sc">}</span><span class="ss">_reader-model:</span><span class="sc">{</span>READER_MODEL_NAME<span class="sc">}</span><span class="ss">"</span></span>
+<span id="cb24-8"><a href="#cb24-8" aria-hidden="true" tabindex="-1"></a>            output_file_name <span class="op">=</span> <span class="ss">f"./output/rag_</span><span class="sc">{</span>settings_name<span class="sc">}</span><span class="ss">.json"</span></span>
+<span id="cb24-9"><a href="#cb24-9" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb24-10"><a href="#cb24-10" aria-hidden="true" tabindex="-1"></a>            <span class="bu">print</span>(<span class="ss">f"Running evaluation for </span><span class="sc">{</span>settings_name<span class="sc">}</span><span class="ss">:"</span>)</span>
+<span id="cb24-11"><a href="#cb24-11" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb24-12"><a href="#cb24-12" aria-hidden="true" tabindex="-1"></a>            <span class="bu">print</span>(<span class="st">"Loading knowledge base embeddings..."</span>)</span>
+<span id="cb24-13"><a href="#cb24-13" aria-hidden="true" tabindex="-1"></a>            knowledge_index <span class="op">=</span> load_embeddings(</span>
+<span id="cb24-14"><a href="#cb24-14" aria-hidden="true" tabindex="-1"></a>                RAW_KNOWLEDGE_BASE,</span>
+<span id="cb24-15"><a href="#cb24-15" aria-hidden="true" tabindex="-1"></a>                chunk_size<span class="op">=</span>chunk_size,</span>
+<span id="cb24-16"><a href="#cb24-16" aria-hidden="true" tabindex="-1"></a>                embedding_model_name<span class="op">=</span>embeddings,</span>
+<span id="cb24-17"><a href="#cb24-17" aria-hidden="true" tabindex="-1"></a>            )</span>
+<span id="cb24-18"><a href="#cb24-18" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb24-19"><a href="#cb24-19" aria-hidden="true" tabindex="-1"></a>            <span class="bu">print</span>(<span class="st">"Running RAG..."</span>)</span>
+<span id="cb24-20"><a href="#cb24-20" aria-hidden="true" tabindex="-1"></a>            reranker <span class="op">=</span> (</span>
+<span id="cb24-21"><a href="#cb24-21" aria-hidden="true" tabindex="-1"></a>                RAGPretrainedModel.from_pretrained(<span class="st">"colbert-ir/colbertv2.0"</span>) <span class="cf">if</span> rerank <span class="cf">else</span> <span class="va">None</span></span>
+<span id="cb24-22"><a href="#cb24-22" aria-hidden="true" tabindex="-1"></a>            )</span>
+<span id="cb24-23"><a href="#cb24-23" aria-hidden="true" tabindex="-1"></a>            run_rag_tests(</span>
+<span id="cb24-24"><a href="#cb24-24" aria-hidden="true" tabindex="-1"></a>                eval_dataset<span class="op">=</span>eval_dataset,</span>
+<span id="cb24-25"><a href="#cb24-25" aria-hidden="true" tabindex="-1"></a>                llm<span class="op">=</span>READER_LLM,</span>
+<span id="cb24-26"><a href="#cb24-26" aria-hidden="true" tabindex="-1"></a>                knowledge_index<span class="op">=</span>knowledge_index,</span>
+<span id="cb24-27"><a href="#cb24-27" aria-hidden="true" tabindex="-1"></a>                output_file<span class="op">=</span>output_file_name,</span>
+<span id="cb24-28"><a href="#cb24-28" aria-hidden="true" tabindex="-1"></a>                reranker<span class="op">=</span>reranker,</span>
+<span id="cb24-29"><a href="#cb24-29" aria-hidden="true" tabindex="-1"></a>                verbose<span class="op">=</span><span class="va">False</span>,</span>
+<span id="cb24-30"><a href="#cb24-30" aria-hidden="true" tabindex="-1"></a>                test_settings<span class="op">=</span>settings_name,</span>
+<span id="cb24-31"><a href="#cb24-31" aria-hidden="true" tabindex="-1"></a>            )</span>
+<span id="cb24-32"><a href="#cb24-32" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb24-33"><a href="#cb24-33" aria-hidden="true" tabindex="-1"></a>            <span class="bu">print</span>(<span class="st">"Running evaluation..."</span>)</span>
+<span id="cb24-34"><a href="#cb24-34" aria-hidden="true" tabindex="-1"></a>            evaluate_answers(</span>
+<span id="cb24-35"><a href="#cb24-35" aria-hidden="true" tabindex="-1"></a>                output_file_name,</span>
+<span id="cb24-36"><a href="#cb24-36" aria-hidden="true" tabindex="-1"></a>                eval_chat_model,</span>
+<span id="cb24-37"><a href="#cb24-37" aria-hidden="true" tabindex="-1"></a>                evaluator_name,</span>
+<span id="cb24-38"><a href="#cb24-38" aria-hidden="true" tabindex="-1"></a>                evaluation_prompt_template,</span>
+<span id="cb24-39"><a href="#cb24-39" aria-hidden="true" tabindex="-1"></a>            )</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<section id="inspect-results" class="level3">
+<h3 class="anchored" data-anchor-id="inspect-results">Inspect results</h3>
+<div id="9fbbe7e3" class="cell" data-execution_count="25">
+<div class="sourceCode cell-code" id="cb25"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb25-1"><a href="#cb25-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> glob</span>
+<span id="cb25-2"><a href="#cb25-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb25-3"><a href="#cb25-3" aria-hidden="true" tabindex="-1"></a>outputs <span class="op">=</span> []</span>
+<span id="cb25-4"><a href="#cb25-4" aria-hidden="true" tabindex="-1"></a><span class="cf">for</span> <span class="bu">file</span> <span class="kw">in</span> glob.glob(<span class="st">"./output/*.json"</span>):</span>
+<span id="cb25-5"><a href="#cb25-5" aria-hidden="true" tabindex="-1"></a>    output <span class="op">=</span> pd.DataFrame(json.load(<span class="bu">open</span>(<span class="bu">file</span>, <span class="st">"r"</span>)))</span>
+<span id="cb25-6"><a href="#cb25-6" aria-hidden="true" tabindex="-1"></a>    output[<span class="st">"settings"</span>] <span class="op">=</span> <span class="bu">file</span></span>
+<span id="cb25-7"><a href="#cb25-7" aria-hidden="true" tabindex="-1"></a>    outputs.append(output)</span>
+<span id="cb25-8"><a href="#cb25-8" aria-hidden="true" tabindex="-1"></a>result <span class="op">=</span> pd.concat(outputs)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="8e32ac07" class="cell" data-execution_count="26">
+<div class="sourceCode cell-code" id="cb26"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb26-1"><a href="#cb26-1" aria-hidden="true" tabindex="-1"></a>result[<span class="st">"eval_score_GPT4"</span>] <span class="op">=</span> result[<span class="st">"eval_score_GPT4"</span>].<span class="bu">apply</span>(</span>
+<span id="cb26-2"><a href="#cb26-2" aria-hidden="true" tabindex="-1"></a>    <span class="kw">lambda</span> x: <span class="bu">int</span>(x) <span class="cf">if</span> <span class="bu">isinstance</span>(x, <span class="bu">str</span>) <span class="cf">else</span> <span class="dv">1</span></span>
+<span id="cb26-3"><a href="#cb26-3" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb26-4"><a href="#cb26-4" aria-hidden="true" tabindex="-1"></a>result[<span class="st">"eval_score_GPT4"</span>] <span class="op">=</span> (result[<span class="st">"eval_score_GPT4"</span>] <span class="op">-</span> <span class="dv">1</span>) <span class="op">/</span> <span class="dv">4</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="14c33cb4" class="cell" data-execution_count="27">
+<div class="sourceCode cell-code" id="cb27"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb27-1"><a href="#cb27-1" aria-hidden="true" tabindex="-1"></a>average_scores <span class="op">=</span> result.groupby(<span class="st">"settings"</span>)[<span class="st">"eval_score_GPT4"</span>].mean()</span>
+<span id="cb27-2"><a href="#cb27-2" aria-hidden="true" tabindex="-1"></a>average_scores.sort_values()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="example-results" class="level2">
+<h2 class="anchored" data-anchor-id="example-results">Example results</h2>
+<p>Let us load the results that I obtained by tweaking the different options available in this notebook. For more detail on why these options could work on not, see the notebook on <a href="advanced_rag">advanced_RAG</a>.</p>
+<p>As you can see in the graph below, some tweaks do not bring any improvement, some give huge performance boosts.</p>
+<p>➡️ <strong><em>There is no single good recipe: you should try several different directions when tuning your RAG systems.</em></strong></p>
+<div id="0f27b105" class="cell" data-execution_count="28">
+<div class="sourceCode cell-code" id="cb28"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb28-1"><a href="#cb28-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> plotly.express <span class="im">as</span> px</span>
+<span id="cb28-2"><a href="#cb28-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb28-3"><a href="#cb28-3" aria-hidden="true" tabindex="-1"></a>scores <span class="op">=</span> datasets.load_dataset(<span class="st">"m-ric/rag_scores_cookbook"</span>, split<span class="op">=</span><span class="st">"train"</span>)</span>
+<span id="cb28-4"><a href="#cb28-4" aria-hidden="true" tabindex="-1"></a>scores <span class="op">=</span> pd.Series(scores[<span class="st">"score"</span>], index<span class="op">=</span>scores[<span class="st">"settings"</span>])</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="abdb166c" class="cell" data-execution_count="29">
+<div class="sourceCode cell-code" id="cb29"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb29-1"><a href="#cb29-1" aria-hidden="true" tabindex="-1"></a>fig <span class="op">=</span> px.bar(</span>
+<span id="cb29-2"><a href="#cb29-2" aria-hidden="true" tabindex="-1"></a>    scores,</span>
+<span id="cb29-3"><a href="#cb29-3" aria-hidden="true" tabindex="-1"></a>    color<span class="op">=</span>scores,</span>
+<span id="cb29-4"><a href="#cb29-4" aria-hidden="true" tabindex="-1"></a>    labels<span class="op">=</span>{</span>
+<span id="cb29-5"><a href="#cb29-5" aria-hidden="true" tabindex="-1"></a>        <span class="st">"value"</span>: <span class="st">"Accuracy"</span>,</span>
+<span id="cb29-6"><a href="#cb29-6" aria-hidden="true" tabindex="-1"></a>        <span class="st">"settings"</span>: <span class="st">"Configuration"</span>,</span>
+<span id="cb29-7"><a href="#cb29-7" aria-hidden="true" tabindex="-1"></a>    },</span>
+<span id="cb29-8"><a href="#cb29-8" aria-hidden="true" tabindex="-1"></a>    color_continuous_scale<span class="op">=</span><span class="st">"bluered"</span>,</span>
+<span id="cb29-9"><a href="#cb29-9" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb29-10"><a href="#cb29-10" aria-hidden="true" tabindex="-1"></a>fig.update_layout(w</span>
+<span id="cb29-11"><a href="#cb29-11" aria-hidden="true" tabindex="-1"></a>    width<span class="op">=</span><span class="dv">1000</span>,</span>
+<span id="cb29-12"><a href="#cb29-12" aria-hidden="true" tabindex="-1"></a>    height<span class="op">=</span><span class="dv">600</span>,</span>
+<span id="cb29-13"><a href="#cb29-13" aria-hidden="true" tabindex="-1"></a>    barmode<span class="op">=</span><span class="st">"group"</span>,</span>
+<span id="cb29-14"><a href="#cb29-14" aria-hidden="true" tabindex="-1"></a>    yaxis_range<span class="op">=</span>[<span class="dv">0</span>, <span class="dv">100</span>],</span>
+<span id="cb29-15"><a href="#cb29-15" aria-hidden="true" tabindex="-1"></a>    title<span class="op">=</span><span class="st">"&lt;b&gt;Accuracy of different RAG configurations&lt;/b&gt;"</span>,</span>
+<span id="cb29-16"><a href="#cb29-16" aria-hidden="true" tabindex="-1"></a>    xaxis_title<span class="op">=</span><span class="st">"RAG settings"</span>,</span>
+<span id="cb29-17"><a href="#cb29-17" aria-hidden="true" tabindex="-1"></a>    font<span class="op">=</span><span class="bu">dict</span>(size<span class="op">=</span><span class="dv">15</span>),</span>
+<span id="cb29-18"><a href="#cb29-18" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb29-19"><a href="#cb29-19" aria-hidden="true" tabindex="-1"></a>fig.layout.yaxis.ticksuffix <span class="op">=</span> <span class="st">"%"</span></span>
+<span id="cb29-20"><a href="#cb29-20" aria-hidden="true" tabindex="-1"></a>fig.update_coloraxes(showscale<span class="op">=</span><span class="va">False</span>)</span>
+<span id="cb29-21"><a href="#cb29-21" aria-hidden="true" tabindex="-1"></a>fig.update_traces(texttemplate<span class="op">=</span><span class="st">"%</span><span class="sc">{y:.1f}</span><span class="st">"</span>, textposition<span class="op">=</span><span class="st">"outside"</span>)</span>
+<span id="cb29-22"><a href="#cb29-22" aria-hidden="true" tabindex="-1"></a>fig.show()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p><img src="https://huggingface.co/datasets/huggingface/cookbook-images/resolve/main/RAG_settings_accuracy.png" height="500" width="800"></p>
+<p>As you can see, these had varying impact on performance. In particular, tuning the chunk size is both easy and very impactful.</p>
+<p>But this is our case: your results could be very different: now that you have a robust evaluation pipeline, you can set on to explore other options! 🗺️</p>
+
+
+</section>
+</section>
+
+</main> <!-- /main -->
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+        <i class="bi bi-layout-text-sidebar-reverse"></i>
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+        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item">Open-Source AI Cookbook</li><li class="breadcrumb-item"><a href="../notebooks/rag_zephyr_langchain.html">RAG Techniques</a></li><li class="breadcrumb-item"><a href="../notebooks/rag_zephyr_langchain.html">RAG Zephyr &amp; LangChain</a></li></ol></nav>
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+    </div>
+      </div>
+        <div class="mt-2 flex-shrink-0 align-items-center">
+        <div class="sidebar-search">
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+    <div class="sidebar-menu-container"> 
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+ <span class="menu-text">About</span></a>
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+ <span class="menu-text">RAG Techniques</span></a>
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+  <a href="../notebooks/rag_zephyr_langchain.html" class="sidebar-item-text sidebar-link active">
+ <span class="menu-text">RAG Zephyr &amp; LangChain</span></a>
+  </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="../notebooks/advanced_rag.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Advanced RAG</span></a>
+  </div>
+</li>
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+  <div class="sidebar-item-container"> 
+  <a href="../notebooks/rag_evaluation.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">RAG Evaluation</span></a>
+  </div>
+</li>
+      </ul>
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+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true">
+ <span class="menu-text">Additional Techniques</span></a>
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true" aria-label="Toggle section">
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+          </a> 
+      </div>
+      <ul id="quarto-sidebar-section-4" class="collapse list-unstyled sidebar-section depth2 show">  
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+  <a href="../notebooks/automatic_embedding.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Automatic Embedding</span></a>
+  </div>
+</li>
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+  <a href="../notebooks/single_gpu.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Single GPU Optimization</span></a>
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+   
+  <ul>
+  <li><a href="#prepare-the-data" id="toc-prepare-the-data" class="nav-link active" data-scroll-target="#prepare-the-data">Prepare the data</a></li>
+  <li><a href="#create-the-embeddings-retriever" id="toc-create-the-embeddings-retriever" class="nav-link" data-scroll-target="#create-the-embeddings-retriever">Create the embeddings + retriever</a></li>
+  <li><a href="#load-quantized-model" id="toc-load-quantized-model" class="nav-link" data-scroll-target="#load-quantized-model">Load quantized model</a></li>
+  <li><a href="#setup-the-llm-chain" id="toc-setup-the-llm-chain" class="nav-link" data-scroll-target="#setup-the-llm-chain">Setup the LLM chain</a></li>
+  <li><a href="#compare-the-results" id="toc-compare-the-results" class="nav-link" data-scroll-target="#compare-the-results">Compare the results</a></li>
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+<div class="quarto-title">
+<h1 class="title">Simple RAG</h1>
+</div>
+
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+
+    
+  
+    
+  </div>
+  
+
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+
+<div id="78116675" class="cell" data-execution_count="1">
+<div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="op">!</span>pip install <span class="op">-</span>q torch transformers accelerate bitsandbytes transformers sentence<span class="op">-</span>transformers faiss<span class="op">-</span>gpu</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="be6b2c06" class="cell" data-execution_count="2">
+<div class="sourceCode cell-code" id="cb2"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="op">!</span>pip install <span class="op">-</span>q langchain</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div class="callout callout-style-default callout-note callout-titled">
+<div class="callout-header d-flex align-content-center">
+<div class="callout-icon-container">
+<i class="callout-icon"></i>
+</div>
+<div class="callout-title-container flex-fill">
+Note
+</div>
+</div>
+<div class="callout-body-container callout-body">
+<p>If running in Google Colab, you may need to run this cell to make sure you’re using UTF-8 locale to install LangChain</p>
+<div id="4dc3a73a" class="cell" data-execution_count="3">
+<div class="sourceCode cell-code" id="cb3"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> locale</span>
+<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a>locale.getpreferredencoding <span class="op">=</span> <span class="kw">lambda</span>: <span class="st">"UTF-8"</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</div>
+</div>
+<section id="prepare-the-data" class="level2">
+<h2 class="anchored" data-anchor-id="prepare-the-data">Prepare the data</h2>
+<p>In this example, we’ll load all of the issues (both open and closed) from <a href="https://github.com/huggingface/peft">PEFT library’s repo</a>.</p>
+<p>First, you need to acquire a <a href="https://github.com/settings/tokens?type=beta">GitHub personal access token</a> to access the GitHub API.</p>
+<div id="99d8d506" class="cell" data-execution_count="4">
+<div class="sourceCode cell-code" id="annotated-cell-3"><pre class="sourceCode python code-annotation-code code-with-copy code-annotated"><code class="sourceCode python"><span id="annotated-cell-3-1"><a href="#annotated-cell-3-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> getpass <span class="im">import</span> getpass</span>
+<span id="annotated-cell-3-2"><a href="#annotated-cell-3-2" aria-hidden="true" tabindex="-1"></a></span>
+<button class="code-annotation-anchor" data-target-cell="annotated-cell-3" data-target-annotation="1">1</button><span id="annotated-cell-3-3" class="code-annotation-target"><a href="#annotated-cell-3-3" aria-hidden="true" tabindex="-1"></a>ACCESS_TOKEN <span class="op">=</span> getpass(<span class="st">"YOUR_GITHUB_PERSONAL_TOKEN"</span>)</span><div class="code-annotation-gutter-bg"></div><div class="code-annotation-gutter"></div></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-annotation">
+<dl class="code-annotation-container-hidden code-annotation-container-grid">
+<dt data-target-cell="annotated-cell-3" data-target-annotation="1">1</dt>
+<dd>
+<span data-code-cell="annotated-cell-3" data-code-lines="3" data-code-annotation="1">You can also use an environment variable to store your token.</span>
+</dd>
+</dl>
+</div>
+</div>
+<p>Next, we’ll load all of the issues in the <a href="https://github.com/huggingface/peft">huggingface/peft</a> repo: - By default, pull requests are considered issues as well, here we chose to exclude them from data with by setting <code>include_prs=False</code> - Setting <code>state = "all"</code> means we will load both open and closed issues.</p>
+<div id="4aba18cd" class="cell" data-execution_count="5">
+<div class="sourceCode cell-code" id="cb4"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain.document_loaders <span class="im">import</span> GitHubIssuesLoader</span>
+<span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb4-3"><a href="#cb4-3" aria-hidden="true" tabindex="-1"></a>loader <span class="op">=</span> GitHubIssuesLoader(</span>
+<span id="cb4-4"><a href="#cb4-4" aria-hidden="true" tabindex="-1"></a>    repo<span class="op">=</span><span class="st">"huggingface/peft"</span>,</span>
+<span id="cb4-5"><a href="#cb4-5" aria-hidden="true" tabindex="-1"></a>    access_token<span class="op">=</span>ACCESS_TOKEN,</span>
+<span id="cb4-6"><a href="#cb4-6" aria-hidden="true" tabindex="-1"></a>    include_prs<span class="op">=</span><span class="va">False</span>,</span>
+<span id="cb4-7"><a href="#cb4-7" aria-hidden="true" tabindex="-1"></a>    state<span class="op">=</span><span class="st">"all"</span></span>
+<span id="cb4-8"><a href="#cb4-8" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb4-9"><a href="#cb4-9" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb4-10"><a href="#cb4-10" aria-hidden="true" tabindex="-1"></a>docs <span class="op">=</span> loader.load()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>The content of individual GitHub issues may be longer than what an embedding model can take as input. If we want to embed all of the available content, we need to chunk the documents into appropriately sized pieces.</p>
+<p>The most common and straightforward approach to chunking is to define a fixed size of chunks and whether there should be any overlap between them. Keeping some overlap between chunks allows us to preserve some semantic context between the chunks.</p>
+<p>Other approaches are typically more involved and take into account the documents’ structure and context. For example, one may want to split a document based on sentences or paragraphs, or create chunks based on the</p>
+<p>The fixed-size chunking, however, works well for most common cases, so that is what we’ll do here.</p>
+<div id="1ee02e26" class="cell" data-execution_count="6">
+<div class="sourceCode cell-code" id="cb5"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain.text_splitter <span class="im">import</span> CharacterTextSplitter</span>
+<span id="cb5-2"><a href="#cb5-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-3"><a href="#cb5-3" aria-hidden="true" tabindex="-1"></a>splitter <span class="op">=</span> CharacterTextSplitter(chunk_size<span class="op">=</span><span class="dv">512</span>, chunk_overlap<span class="op">=</span><span class="dv">30</span>)</span>
+<span id="cb5-4"><a href="#cb5-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-5"><a href="#cb5-5" aria-hidden="true" tabindex="-1"></a>chunked_docs <span class="op">=</span> splitter.split_documents(docs)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="create-the-embeddings-retriever" class="level2">
+<h2 class="anchored" data-anchor-id="create-the-embeddings-retriever">Create the embeddings + retriever</h2>
+<p>Now that the docs are all of the appropriate size, we can create a database with their embeddings.</p>
+<p>To create document chunk embeddings we’ll use the <code>HuggingFaceEmbeddings</code> and the <a href="https://huggingface.co/BAAI/bge-base-en-v1.5"><code>BAAI/bge-base-en-v1.5</code></a> embeddings model. To create the vector database, we’ll use <code>FAISS</code>, a library developed by Facebook AI. This library offers efficient similarity search and clustering of dense vectors, which is what we need here. FAISS is currently one of the most used libraries for NN search in massive datasets.</p>
+<div class="callout callout-style-default callout-tip callout-titled">
+<div class="callout-header d-flex align-content-center">
+<div class="callout-icon-container">
+<i class="callout-icon"></i>
+</div>
+<div class="callout-title-container flex-fill">
+Tip
+</div>
+</div>
+<div class="callout-body-container callout-body">
+<p>There are many other embeddings models available on the Hub, and you can keep an eye on the best performing ones by checking the <a href="https://huggingface.co/spaces/mteb/leaderboard">Massive Text Embedding Benchmark (MTEB) Leaderboard</a>.</p>
+</div>
+</div>
+<p>We’ll access both the embeddings model and FAISS via LangChain API.</p>
+<div id="3342a691" class="cell" data-execution_count="7">
+<div class="sourceCode cell-code" id="cb6"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain.vectorstores <span class="im">import</span> FAISS</span>
+<span id="cb6-2"><a href="#cb6-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain.embeddings <span class="im">import</span> HuggingFaceEmbeddings</span>
+<span id="cb6-3"><a href="#cb6-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb6-4"><a href="#cb6-4" aria-hidden="true" tabindex="-1"></a>db <span class="op">=</span> FAISS.from_documents(chunked_docs,</span>
+<span id="cb6-5"><a href="#cb6-5" aria-hidden="true" tabindex="-1"></a>                          HuggingFaceEmbeddings(model_name<span class="op">=</span><span class="st">'BAAI/bge-base-en-v1.5'</span>))</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>We need a way to return(retrieve) the documents given an unstructured query. For that, we’ll use the <code>as_retriever</code> method using the <code>db</code> as a backbone: - <code>search_type="similarity"</code> means we want to perform similarity search between the query and documents - <code>search_kwargs={'k': 4}</code> instructs the retriever to return top 4 results.</p>
+<div id="28bd25f2" class="cell" data-execution_count="8">
+<div class="sourceCode cell-code" id="annotated-cell-7"><pre class="sourceCode python code-annotation-code code-with-copy code-annotated"><code class="sourceCode python"><span id="annotated-cell-7-1"><a href="#annotated-cell-7-1" aria-hidden="true" tabindex="-1"></a>retriever <span class="op">=</span> db.as_retriever(</span>
+<button class="code-annotation-anchor" data-target-cell="annotated-cell-7" data-target-annotation="1">1</button><span id="annotated-cell-7-2" class="code-annotation-target"><a href="#annotated-cell-7-2" aria-hidden="true" tabindex="-1"></a>    search_type<span class="op">=</span><span class="st">"similarity"</span>,</span>
+<span id="annotated-cell-7-3"><a href="#annotated-cell-7-3" aria-hidden="true" tabindex="-1"></a>    search_kwargs<span class="op">=</span>{<span class="st">'k'</span>: <span class="dv">4</span>}</span>
+<span id="annotated-cell-7-4"><a href="#annotated-cell-7-4" aria-hidden="true" tabindex="-1"></a>)</span><div class="code-annotation-gutter-bg"></div><div class="code-annotation-gutter"></div></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-annotation">
+<dl class="code-annotation-container-hidden code-annotation-container-grid">
+<dt data-target-cell="annotated-cell-7" data-target-annotation="1">1</dt>
+<dd>
+<span data-code-cell="annotated-cell-7" data-code-lines="2,3" data-code-annotation="1">The ideal search type is context dependent, and you should experiment to find the best one for your data.</span>
+</dd>
+</dl>
+</div>
+</div>
+<p>The vector database and retriever are now set up, next we need to set up the next piece of the chain - the model.</p>
+</section>
+<section id="load-quantized-model" class="level2">
+<h2 class="anchored" data-anchor-id="load-quantized-model">Load quantized model</h2>
+<p>For this example, we chose <a href="https://huggingface.co/HuggingFaceH4/zephyr-7b-beta"><code>HuggingFaceH4/zephyr-7b-beta</code></a>, a small but powerful model. To make inference faster, we will load the quantized version of the model:</p>
+<div class="callout callout-style-default callout-tip callout-titled">
+<div class="callout-header d-flex align-content-center">
+<div class="callout-icon-container">
+<i class="callout-icon"></i>
+</div>
+<div class="callout-title-container flex-fill">
+Tip
+</div>
+</div>
+<div class="callout-body-container callout-body">
+<p>With many models being released every week, you may want to substitute this model to the latest and greatest. The best way to keep track of open source LLMs is to check the <a href="https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard">Open-source LLM leaderboard</a>.</p>
+</div>
+</div>
+<div id="e5288d87" class="cell" data-execution_count="9">
+<div class="sourceCode cell-code" id="cb7"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> torch</span>
+<span id="cb7-2"><a href="#cb7-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> transformers <span class="im">import</span> AutoTokenizer, AutoModelForCausalLM, BitsAndBytesConfig</span>
+<span id="cb7-3"><a href="#cb7-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb7-4"><a href="#cb7-4" aria-hidden="true" tabindex="-1"></a>model_name <span class="op">=</span> <span class="st">'HuggingFaceH4/zephyr-7b-beta'</span></span>
+<span id="cb7-5"><a href="#cb7-5" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb7-6"><a href="#cb7-6" aria-hidden="true" tabindex="-1"></a>bnb_config <span class="op">=</span> BitsAndBytesConfig(</span>
+<span id="cb7-7"><a href="#cb7-7" aria-hidden="true" tabindex="-1"></a>    load_in_4bit<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb7-8"><a href="#cb7-8" aria-hidden="true" tabindex="-1"></a>    bnb_4bit_use_double_quant<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb7-9"><a href="#cb7-9" aria-hidden="true" tabindex="-1"></a>    bnb_4bit_quant_type<span class="op">=</span><span class="st">"nf4"</span>,</span>
+<span id="cb7-10"><a href="#cb7-10" aria-hidden="true" tabindex="-1"></a>    bnb_4bit_compute_dtype<span class="op">=</span>torch.bfloat16</span>
+<span id="cb7-11"><a href="#cb7-11" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb7-12"><a href="#cb7-12" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb7-13"><a href="#cb7-13" aria-hidden="true" tabindex="-1"></a>model <span class="op">=</span> AutoModelForCausalLM.from_pretrained(model_name, quantization_config<span class="op">=</span>bnb_config)</span>
+<span id="cb7-14"><a href="#cb7-14" aria-hidden="true" tabindex="-1"></a>tokenizer <span class="op">=</span> AutoTokenizer.from_pretrained(model_name)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="setup-the-llm-chain" class="level2">
+<h2 class="anchored" data-anchor-id="setup-the-llm-chain">Setup the LLM chain</h2>
+<p>Finally, we have all the pieces we need to set up the LLM chain.</p>
+<p>First, create a text_generation pipeline using the loaded model and its tokenizer.</p>
+<p>Next, create a prompt template - this should follow the format of the model, so if you substitute the model checkpoint, make sure to use the appropriate formatting.</p>
+<div id="389798fe" class="cell" data-execution_count="10">
+<div class="sourceCode cell-code" id="annotated-cell-9"><pre class="sourceCode python code-annotation-code code-with-copy code-annotated"><code class="sourceCode python"><span id="annotated-cell-9-1"><a href="#annotated-cell-9-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain.llms <span class="im">import</span> HuggingFacePipeline</span>
+<span id="annotated-cell-9-2"><a href="#annotated-cell-9-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain.prompts <span class="im">import</span> PromptTemplate</span>
+<span id="annotated-cell-9-3"><a href="#annotated-cell-9-3" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> transformers <span class="im">import</span> pipeline</span>
+<span id="annotated-cell-9-4"><a href="#annotated-cell-9-4" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain_core.output_parsers <span class="im">import</span> StrOutputParser</span>
+<span id="annotated-cell-9-5"><a href="#annotated-cell-9-5" aria-hidden="true" tabindex="-1"></a></span>
+<span id="annotated-cell-9-6"><a href="#annotated-cell-9-6" aria-hidden="true" tabindex="-1"></a>text_generation_pipeline <span class="op">=</span> pipeline(</span>
+<button class="code-annotation-anchor" data-target-cell="annotated-cell-9" data-target-annotation="1">1</button><span id="annotated-cell-9-7" class="code-annotation-target"><a href="#annotated-cell-9-7" aria-hidden="true" tabindex="-1"></a>    model<span class="op">=</span>model,</span>
+<button class="code-annotation-anchor" data-target-cell="annotated-cell-9" data-target-annotation="2">2</button><span id="annotated-cell-9-8" class="code-annotation-target"><a href="#annotated-cell-9-8" aria-hidden="true" tabindex="-1"></a>    tokenizer<span class="op">=</span>tokenizer,</span>
+<button class="code-annotation-anchor" data-target-cell="annotated-cell-9" data-target-annotation="3">3</button><span id="annotated-cell-9-9" class="code-annotation-target"><a href="#annotated-cell-9-9" aria-hidden="true" tabindex="-1"></a>    task<span class="op">=</span><span class="st">"text-generation"</span>,</span>
+<button class="code-annotation-anchor" data-target-cell="annotated-cell-9" data-target-annotation="4">4</button><span id="annotated-cell-9-10" class="code-annotation-target"><a href="#annotated-cell-9-10" aria-hidden="true" tabindex="-1"></a>    temperature<span class="op">=</span><span class="fl">0.2</span>,</span>
+<button class="code-annotation-anchor" data-target-cell="annotated-cell-9" data-target-annotation="5">5</button><span id="annotated-cell-9-11" class="code-annotation-target"><a href="#annotated-cell-9-11" aria-hidden="true" tabindex="-1"></a>    do_sample<span class="op">=</span><span class="va">True</span>,</span>
+<button class="code-annotation-anchor" data-target-cell="annotated-cell-9" data-target-annotation="6">6</button><span id="annotated-cell-9-12" class="code-annotation-target"><a href="#annotated-cell-9-12" aria-hidden="true" tabindex="-1"></a>    repetition_penalty<span class="op">=</span><span class="fl">1.1</span>,</span>
+<button class="code-annotation-anchor" data-target-cell="annotated-cell-9" data-target-annotation="7">7</button><span id="annotated-cell-9-13" class="code-annotation-target"><a href="#annotated-cell-9-13" aria-hidden="true" tabindex="-1"></a>    return_full_text<span class="op">=</span><span class="va">True</span>,</span>
+<button class="code-annotation-anchor" data-target-cell="annotated-cell-9" data-target-annotation="8">8</button><span id="annotated-cell-9-14" class="code-annotation-target"><a href="#annotated-cell-9-14" aria-hidden="true" tabindex="-1"></a>    max_new_tokens<span class="op">=</span><span class="dv">400</span>,</span>
+<span id="annotated-cell-9-15"><a href="#annotated-cell-9-15" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="annotated-cell-9-16"><a href="#annotated-cell-9-16" aria-hidden="true" tabindex="-1"></a></span>
+<span id="annotated-cell-9-17"><a href="#annotated-cell-9-17" aria-hidden="true" tabindex="-1"></a>llm <span class="op">=</span> HuggingFacePipeline(pipeline<span class="op">=</span>text_generation_pipeline)</span>
+<span id="annotated-cell-9-18"><a href="#annotated-cell-9-18" aria-hidden="true" tabindex="-1"></a></span>
+<span id="annotated-cell-9-19"><a href="#annotated-cell-9-19" aria-hidden="true" tabindex="-1"></a>prompt_template <span class="op">=</span> <span class="st">"""</span></span>
+<span id="annotated-cell-9-20"><a href="#annotated-cell-9-20" aria-hidden="true" tabindex="-1"></a><span class="st">&lt;|system|&gt;</span></span>
+<span id="annotated-cell-9-21"><a href="#annotated-cell-9-21" aria-hidden="true" tabindex="-1"></a><span class="st">Answer the question based on your knowledge. Use the following context to help:</span></span>
+<span id="annotated-cell-9-22"><a href="#annotated-cell-9-22" aria-hidden="true" tabindex="-1"></a></span>
+<span id="annotated-cell-9-23"><a href="#annotated-cell-9-23" aria-hidden="true" tabindex="-1"></a><span class="sc">{context}</span></span>
+<span id="annotated-cell-9-24"><a href="#annotated-cell-9-24" aria-hidden="true" tabindex="-1"></a></span>
+<span id="annotated-cell-9-25"><a href="#annotated-cell-9-25" aria-hidden="true" tabindex="-1"></a><span class="st">&lt;/s&gt;</span></span>
+<span id="annotated-cell-9-26"><a href="#annotated-cell-9-26" aria-hidden="true" tabindex="-1"></a><span class="st">&lt;|user|&gt;</span></span>
+<span id="annotated-cell-9-27"><a href="#annotated-cell-9-27" aria-hidden="true" tabindex="-1"></a><span class="sc">{question}</span></span>
+<span id="annotated-cell-9-28"><a href="#annotated-cell-9-28" aria-hidden="true" tabindex="-1"></a><span class="st">&lt;/s&gt;</span></span>
+<span id="annotated-cell-9-29"><a href="#annotated-cell-9-29" aria-hidden="true" tabindex="-1"></a><span class="st">&lt;|assistant|&gt;</span></span>
+<span id="annotated-cell-9-30"><a href="#annotated-cell-9-30" aria-hidden="true" tabindex="-1"></a></span>
+<span id="annotated-cell-9-31"><a href="#annotated-cell-9-31" aria-hidden="true" tabindex="-1"></a><span class="st"> """</span></span>
+<span id="annotated-cell-9-32"><a href="#annotated-cell-9-32" aria-hidden="true" tabindex="-1"></a></span>
+<span id="annotated-cell-9-33"><a href="#annotated-cell-9-33" aria-hidden="true" tabindex="-1"></a>prompt <span class="op">=</span> PromptTemplate(</span>
+<span id="annotated-cell-9-34"><a href="#annotated-cell-9-34" aria-hidden="true" tabindex="-1"></a>    input_variables<span class="op">=</span>[<span class="st">"context"</span>, <span class="st">"question"</span>],</span>
+<span id="annotated-cell-9-35"><a href="#annotated-cell-9-35" aria-hidden="true" tabindex="-1"></a>    template<span class="op">=</span>prompt_template,</span>
+<span id="annotated-cell-9-36"><a href="#annotated-cell-9-36" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="annotated-cell-9-37"><a href="#annotated-cell-9-37" aria-hidden="true" tabindex="-1"></a></span>
+<span id="annotated-cell-9-38"><a href="#annotated-cell-9-38" aria-hidden="true" tabindex="-1"></a>llm_chain <span class="op">=</span> prompt <span class="op">|</span> llm <span class="op">|</span> StrOutputParser()</span><div class="code-annotation-gutter-bg"></div><div class="code-annotation-gutter"></div></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-annotation">
+<dl class="code-annotation-container-hidden code-annotation-container-grid">
+<dt data-target-cell="annotated-cell-9" data-target-annotation="1">1</dt>
+<dd>
+<span data-code-cell="annotated-cell-9" data-code-lines="7" data-code-annotation="1">The pre-trained model for text generation.</span>
+</dd>
+<dt data-target-cell="annotated-cell-9" data-target-annotation="2">2</dt>
+<dd>
+<span data-code-cell="annotated-cell-9" data-code-lines="8" data-code-annotation="2">Tokenizer to preprocess input text and postprocess generated output.</span>
+</dd>
+<dt data-target-cell="annotated-cell-9" data-target-annotation="3">3</dt>
+<dd>
+<span data-code-cell="annotated-cell-9" data-code-lines="9" data-code-annotation="3">Specifies the task as text generation.</span>
+</dd>
+<dt data-target-cell="annotated-cell-9" data-target-annotation="4">4</dt>
+<dd>
+<span data-code-cell="annotated-cell-9" data-code-lines="10" data-code-annotation="4">Controls the randomness in the output generation. Lower values make the output more deterministic.</span>
+</dd>
+<dt data-target-cell="annotated-cell-9" data-target-annotation="5">5</dt>
+<dd>
+<span data-code-cell="annotated-cell-9" data-code-lines="11" data-code-annotation="5">Enables sampling to introduce randomness in the output generation.</span>
+</dd>
+<dt data-target-cell="annotated-cell-9" data-target-annotation="6">6</dt>
+<dd>
+<span data-code-cell="annotated-cell-9" data-code-lines="12" data-code-annotation="6">Penalizes repetition in the output to encourage diversity.</span>
+</dd>
+<dt data-target-cell="annotated-cell-9" data-target-annotation="7">7</dt>
+<dd>
+<span data-code-cell="annotated-cell-9" data-code-lines="13" data-code-annotation="7">Returns the full generated text including the input prompt.</span>
+</dd>
+<dt data-target-cell="annotated-cell-9" data-target-annotation="8">8</dt>
+<dd>
+<span data-code-cell="annotated-cell-9" data-code-lines="14" data-code-annotation="8">Limits the maximum number of new tokens generated.</span>
+</dd>
+</dl>
+</div>
+</div>
+<p>Note: <em>You can also use <code>tokenizer.apply_chat_template</code> to convert a list of messages (as dicts: <code>{'role': 'user', 'content': '(...)'}</code>) into a string with the appropriate chat format.</em></p>
+<p>Finally, we need to combine the <code>llm_chain</code> with the retriever to create a RAG chain. We pass the original question through to the final generation step, as well as the retrieved context docs:</p>
+<div id="2ad1978e" class="cell" data-execution_count="11">
+<div class="sourceCode cell-code" id="cb8"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> langchain_core.runnables <span class="im">import</span> RunnablePassthrough</span>
+<span id="cb8-2"><a href="#cb8-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb8-3"><a href="#cb8-3" aria-hidden="true" tabindex="-1"></a>retriever <span class="op">=</span> db.as_retriever()</span>
+<span id="cb8-4"><a href="#cb8-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb8-5"><a href="#cb8-5" aria-hidden="true" tabindex="-1"></a>rag_chain <span class="op">=</span> (</span>
+<span id="cb8-6"><a href="#cb8-6" aria-hidden="true" tabindex="-1"></a> {<span class="st">"context"</span>: retriever, <span class="st">"question"</span>: RunnablePassthrough()}</span>
+<span id="cb8-7"><a href="#cb8-7" aria-hidden="true" tabindex="-1"></a>    <span class="op">|</span> llm_chain</span>
+<span id="cb8-8"><a href="#cb8-8" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="compare-the-results" class="level2">
+<h2 class="anchored" data-anchor-id="compare-the-results">Compare the results</h2>
+<p>Let’s see the difference RAG makes in generating answers to the library-specific questions.</p>
+<div id="aa570a95" class="cell" data-execution_count="12">
+<div class="sourceCode cell-code" id="cb9"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a>question <span class="op">=</span> <span class="st">"How do you combine multiple adapters?"</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>First, let’s see what kind of answer we can get with just the model itself, no context added:</p>
+<div id="3c1688aa" class="cell" data-execution_count="13">
+<div class="sourceCode cell-code" id="cb10"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb10-1"><a href="#cb10-1" aria-hidden="true" tabindex="-1"></a>llm_chain.invoke({<span class="st">"context"</span>:<span class="st">""</span>, <span class="st">"question"</span>: question})</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>As you can see, the model interpreted the question as one about physical computer adapters, while in the context of PEFT, “adapters” refer to LoRA adapters. Let’s see if adding context from GitHub issues helps the model give a more relevant answer:</p>
+<div id="57388c24" class="cell" data-execution_count="14">
+<div class="sourceCode cell-code" id="cb11"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb11-1"><a href="#cb11-1" aria-hidden="true" tabindex="-1"></a>rag_chain.invoke(question)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>As we can see, the added context, really helps the exact same model, provide a much more relevant and informed answer to the library-specific question.</p>
+<p>Notably, combining multiple adapters for inference has been added to the library, and one can find this information in the documentation, so for the next iteration of this RAG it may be worth including documentation embeddings.</p>
+
+
+</section>
+
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+  <li><a href="#fine-tuning-a-code-llm-on-custom-code-on-a-single-gpu" id="toc-fine-tuning-a-code-llm-on-custom-code-on-a-single-gpu" class="nav-link active" data-scroll-target="#fine-tuning-a-code-llm-on-custom-code-on-a-single-gpu">Fine-tuning a Code LLM on Custom Code on a single GPU</a>
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+<div class="quarto-title">
+<h1 class="title">Single GPU Fine-tuning</h1>
+</div>
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+<section id="fine-tuning-a-code-llm-on-custom-code-on-a-single-gpu" class="level1">
+<h1>Fine-tuning a Code LLM on Custom Code on a single GPU</h1>
+<p><em>Authored by: <a href="https://github.com/MKhalusova">Maria Khalusova</a></em></p>
+<p>Publicly available code LLMs such as Codex, StarCoder, and Code Llama are great at generating code that adheres to general programming principles and syntax, but they may not align with an organization’s internal conventions, or be aware of proprietary libraries.</p>
+<p>In this notebook, we’ll see show how you can fine-tune a code LLM on private code bases to enhance its contextual awareness and improve a model’s usefulness to your organization’s needs. Since the code LLMs are quite large, fine-tuning them in a traditional manner can be resource-draining. Worry not! We will show how you can optimize fine-tuning to fit on a single GPU.</p>
+<section id="dataset" class="level2">
+<h2 class="anchored" data-anchor-id="dataset">Dataset</h2>
+<p>For this example, we picked the top 10 Hugging Face public repositories on GitHub. We have excluded non-code files from the data, such as images, audio files, presentations, and so on. For Jupyter notebooks, we’ve kept only cells containing code. The resulting code is stored as a dataset that you can find on the Hugging Face Hub under <a href="https://huggingface.co/datasets/smangrul/hf-stack-v1"><code>smangrul/hf-stack-v1</code></a>. It contains repo id, file path, and file content.</p>
+</section>
+<section id="model" class="level2">
+<h2 class="anchored" data-anchor-id="model">Model</h2>
+<p>We’ll finetune <a href="https://huggingface.co/bigcode/starcoderbase-1b"><code>bigcode/starcoderbase-1b</code></a>, which is a 1B parameter model trained on 80+ programming languages. This is a gated model, so if you plan to run this notebook with this exact model, you’ll need to gain access to it on the model’s page. Log in to your Hugging Face account to do so:</p>
+<div id="cell-1" class="cell">
+<div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> huggingface_hub <span class="im">import</span> notebook_login</span>
+<span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb1-3"><a href="#cb1-3" aria-hidden="true" tabindex="-1"></a>notebook_login()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>To get started, let’s install all the necessary libraries. As you can see, in addition to <code>transformers</code> and <code>datasets</code>, we’ll be using <code>peft</code>, <code>bitsandbytes</code>, and <code>flash-attn</code> to optimize the training.</p>
+<p>By employing parameter-efficient training techniques, we can run this notebook on a single A100 High-RAM GPU.</p>
+<div id="cell-3" class="cell">
+<div class="sourceCode cell-code" id="cb2"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="op">!</span>pip install <span class="op">-</span>q transformers datasets peft bitsandbytes flash<span class="op">-</span>attn</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>Let’s define some variables now. Feel free to play with these.</p>
+<div id="cell-5" class="cell">
+<div class="sourceCode cell-code" id="cb3"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a>MODEL<span class="op">=</span><span class="st">"bigcode/starcoderbase-1b"</span> <span class="co"># Model checkpoint on the Hugging Face Hub</span></span>
+<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a>DATASET<span class="op">=</span><span class="st">"smangrul/hf-stack-v1"</span>   <span class="co"># Dataset on the Hugging Face Hub</span></span>
+<span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a>DATA_COLUMN<span class="op">=</span><span class="st">"content"</span>            <span class="co"># Column name containing the code content</span></span>
+<span id="cb3-4"><a href="#cb3-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb3-5"><a href="#cb3-5" aria-hidden="true" tabindex="-1"></a>SEQ_LENGTH<span class="op">=</span><span class="dv">2048</span>                  <span class="co"># Sequence length</span></span>
+<span id="cb3-6"><a href="#cb3-6" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb3-7"><a href="#cb3-7" aria-hidden="true" tabindex="-1"></a><span class="co"># Training arguments</span></span>
+<span id="cb3-8"><a href="#cb3-8" aria-hidden="true" tabindex="-1"></a>MAX_STEPS<span class="op">=</span><span class="dv">2000</span>                   <span class="co"># max_steps</span></span>
+<span id="cb3-9"><a href="#cb3-9" aria-hidden="true" tabindex="-1"></a>BATCH_SIZE<span class="op">=</span><span class="dv">16</span>                    <span class="co"># batch_size</span></span>
+<span id="cb3-10"><a href="#cb3-10" aria-hidden="true" tabindex="-1"></a>GR_ACC_STEPS<span class="op">=</span><span class="dv">1</span>                   <span class="co"># gradient_accumulation_steps</span></span>
+<span id="cb3-11"><a href="#cb3-11" aria-hidden="true" tabindex="-1"></a>LR<span class="op">=</span><span class="fl">5e-4</span>                          <span class="co"># learning_rate</span></span>
+<span id="cb3-12"><a href="#cb3-12" aria-hidden="true" tabindex="-1"></a>LR_SCHEDULER_TYPE<span class="op">=</span><span class="st">"cosine"</span>       <span class="co"># lr_scheduler_type</span></span>
+<span id="cb3-13"><a href="#cb3-13" aria-hidden="true" tabindex="-1"></a>WEIGHT_DECAY<span class="op">=</span><span class="fl">0.01</span>                <span class="co"># weight_decay</span></span>
+<span id="cb3-14"><a href="#cb3-14" aria-hidden="true" tabindex="-1"></a>NUM_WARMUP_STEPS<span class="op">=</span><span class="dv">30</span>              <span class="co"># num_warmup_steps</span></span>
+<span id="cb3-15"><a href="#cb3-15" aria-hidden="true" tabindex="-1"></a>EVAL_FREQ<span class="op">=</span><span class="dv">100</span>                    <span class="co"># eval_freq</span></span>
+<span id="cb3-16"><a href="#cb3-16" aria-hidden="true" tabindex="-1"></a>SAVE_FREQ<span class="op">=</span><span class="dv">100</span>                    <span class="co"># save_freq</span></span>
+<span id="cb3-17"><a href="#cb3-17" aria-hidden="true" tabindex="-1"></a>LOG_FREQ<span class="op">=</span><span class="dv">25</span>                      <span class="co"># log_freq</span></span>
+<span id="cb3-18"><a href="#cb3-18" aria-hidden="true" tabindex="-1"></a>OUTPUT_DIR<span class="op">=</span><span class="st">"peft-starcoder-lora-a100"</span> <span class="co"># output_dir</span></span>
+<span id="cb3-19"><a href="#cb3-19" aria-hidden="true" tabindex="-1"></a>BF16<span class="op">=</span><span class="va">True</span>                        <span class="co"># bf16</span></span>
+<span id="cb3-20"><a href="#cb3-20" aria-hidden="true" tabindex="-1"></a>FP16<span class="op">=</span><span class="va">False</span>                       <span class="co"># no_fp16</span></span>
+<span id="cb3-21"><a href="#cb3-21" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb3-22"><a href="#cb3-22" aria-hidden="true" tabindex="-1"></a><span class="co"># FIM trasformations arguments</span></span>
+<span id="cb3-23"><a href="#cb3-23" aria-hidden="true" tabindex="-1"></a>FIM_RATE<span class="op">=</span><span class="fl">0.5</span>                     <span class="co"># fim_rate</span></span>
+<span id="cb3-24"><a href="#cb3-24" aria-hidden="true" tabindex="-1"></a>FIM_SPM_RATE<span class="op">=</span><span class="fl">0.5</span>                 <span class="co"># fim_spm_rate</span></span>
+<span id="cb3-25"><a href="#cb3-25" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb3-26"><a href="#cb3-26" aria-hidden="true" tabindex="-1"></a><span class="co"># LORA</span></span>
+<span id="cb3-27"><a href="#cb3-27" aria-hidden="true" tabindex="-1"></a>LORA_R<span class="op">=</span><span class="dv">8</span>                         <span class="co"># lora_r</span></span>
+<span id="cb3-28"><a href="#cb3-28" aria-hidden="true" tabindex="-1"></a>LORA_ALPHA<span class="op">=</span><span class="dv">32</span>                    <span class="co"># lora_alpha</span></span>
+<span id="cb3-29"><a href="#cb3-29" aria-hidden="true" tabindex="-1"></a>LORA_DROPOUT<span class="op">=</span><span class="fl">0.0</span>                 <span class="co"># lora_dropout</span></span>
+<span id="cb3-30"><a href="#cb3-30" aria-hidden="true" tabindex="-1"></a>LORA_TARGET_MODULES<span class="op">=</span><span class="st">"c_proj,c_attn,q_attn,c_fc,c_proj"</span>    <span class="co"># lora_target_modules</span></span>
+<span id="cb3-31"><a href="#cb3-31" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb3-32"><a href="#cb3-32" aria-hidden="true" tabindex="-1"></a><span class="co"># bitsandbytes config</span></span>
+<span id="cb3-33"><a href="#cb3-33" aria-hidden="true" tabindex="-1"></a>USE_NESTED_QUANT<span class="op">=</span><span class="va">True</span>            <span class="co"># use_nested_quant</span></span>
+<span id="cb3-34"><a href="#cb3-34" aria-hidden="true" tabindex="-1"></a>BNB_4BIT_COMPUTE_DTYPE<span class="op">=</span><span class="st">"bfloat16"</span><span class="co"># bnb_4bit_compute_dtype</span></span>
+<span id="cb3-35"><a href="#cb3-35" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb3-36"><a href="#cb3-36" aria-hidden="true" tabindex="-1"></a>SEED<span class="op">=</span><span class="dv">0</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<div id="cell-6" class="cell">
+<div class="sourceCode cell-code" id="cb4"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> transformers <span class="im">import</span> (</span>
+<span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a>    AutoModelForCausalLM,</span>
+<span id="cb4-3"><a href="#cb4-3" aria-hidden="true" tabindex="-1"></a>    AutoTokenizer,</span>
+<span id="cb4-4"><a href="#cb4-4" aria-hidden="true" tabindex="-1"></a>    Trainer,</span>
+<span id="cb4-5"><a href="#cb4-5" aria-hidden="true" tabindex="-1"></a>    TrainingArguments,</span>
+<span id="cb4-6"><a href="#cb4-6" aria-hidden="true" tabindex="-1"></a>    logging,</span>
+<span id="cb4-7"><a href="#cb4-7" aria-hidden="true" tabindex="-1"></a>    set_seed,</span>
+<span id="cb4-8"><a href="#cb4-8" aria-hidden="true" tabindex="-1"></a>    BitsAndBytesConfig,</span>
+<span id="cb4-9"><a href="#cb4-9" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb4-10"><a href="#cb4-10" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb4-11"><a href="#cb4-11" aria-hidden="true" tabindex="-1"></a>set_seed(SEED)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="prepare-the-data" class="level2">
+<h2 class="anchored" data-anchor-id="prepare-the-data">Prepare the data</h2>
+<p>Begin by loading the data. As the dataset is likely to be quite large, make sure to enable the streaming mode. Streaming allows us to load the data progressively as we iterate over the dataset instead of downloading the whole dataset at once.</p>
+<p>We’ll reserve the first 4000 examples as the validation set, and everything else will be the training data.</p>
+<div id="cell-9" class="cell">
+<div class="sourceCode cell-code" id="cb5"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> datasets <span class="im">import</span> load_dataset</span>
+<span id="cb5-2"><a href="#cb5-2" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> torch</span>
+<span id="cb5-3"><a href="#cb5-3" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> tqdm <span class="im">import</span> tqdm</span>
+<span id="cb5-4"><a href="#cb5-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-5"><a href="#cb5-5" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-6"><a href="#cb5-6" aria-hidden="true" tabindex="-1"></a>dataset <span class="op">=</span> load_dataset(</span>
+<span id="cb5-7"><a href="#cb5-7" aria-hidden="true" tabindex="-1"></a>    DATASET,</span>
+<span id="cb5-8"><a href="#cb5-8" aria-hidden="true" tabindex="-1"></a>    data_dir<span class="op">=</span><span class="st">"data"</span>,</span>
+<span id="cb5-9"><a href="#cb5-9" aria-hidden="true" tabindex="-1"></a>    split<span class="op">=</span><span class="st">"train"</span>,</span>
+<span id="cb5-10"><a href="#cb5-10" aria-hidden="true" tabindex="-1"></a>    streaming<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb5-11"><a href="#cb5-11" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb5-12"><a href="#cb5-12" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-13"><a href="#cb5-13" aria-hidden="true" tabindex="-1"></a>valid_data <span class="op">=</span> dataset.take(<span class="dv">4000</span>)</span>
+<span id="cb5-14"><a href="#cb5-14" aria-hidden="true" tabindex="-1"></a>train_data <span class="op">=</span> dataset.skip(<span class="dv">4000</span>)</span>
+<span id="cb5-15"><a href="#cb5-15" aria-hidden="true" tabindex="-1"></a>train_data <span class="op">=</span> train_data.shuffle(buffer_size<span class="op">=</span><span class="dv">5000</span>, seed<span class="op">=</span>SEED)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>At this step, the dataset still contains raw data with code of arbitraty length. For training, we need inputs of fixed length. Let’s create an Iterable dataset that would return constant-length chunks of tokens from a stream of text files.</p>
+<p>First, let’s estimate the average number of characters per token in the dataset, which will help us later estimate the number of tokens in the text buffer later. By default, we’ll only take 400 examples (<code>nb_examples</code>) from the dataset. Using only a subset of the entire dataset will reduce computational cost while still providing a reasonable estimate of the overall character-to-token ratio.</p>
+<div id="cell-11" class="cell" data-outputid="cabf7fd0-a922-4371-cbc6-60ee99ef7469">
+<div class="sourceCode cell-code" id="cb6"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a>tokenizer <span class="op">=</span> AutoTokenizer.from_pretrained(MODEL, trust_remote_code<span class="op">=</span><span class="va">True</span>)</span>
+<span id="cb6-2"><a href="#cb6-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb6-3"><a href="#cb6-3" aria-hidden="true" tabindex="-1"></a><span class="kw">def</span> chars_token_ratio(dataset, tokenizer, data_column, nb_examples<span class="op">=</span><span class="dv">400</span>):</span>
+<span id="cb6-4"><a href="#cb6-4" aria-hidden="true" tabindex="-1"></a>    <span class="co">"""</span></span>
+<span id="cb6-5"><a href="#cb6-5" aria-hidden="true" tabindex="-1"></a><span class="co">    Estimate the average number of characters per token in the dataset.</span></span>
+<span id="cb6-6"><a href="#cb6-6" aria-hidden="true" tabindex="-1"></a><span class="co">    """</span></span>
+<span id="cb6-7"><a href="#cb6-7" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb6-8"><a href="#cb6-8" aria-hidden="true" tabindex="-1"></a>    total_characters, total_tokens <span class="op">=</span> <span class="dv">0</span>, <span class="dv">0</span></span>
+<span id="cb6-9"><a href="#cb6-9" aria-hidden="true" tabindex="-1"></a>    <span class="cf">for</span> _, example <span class="kw">in</span> tqdm(<span class="bu">zip</span>(<span class="bu">range</span>(nb_examples), <span class="bu">iter</span>(dataset)), total<span class="op">=</span>nb_examples):</span>
+<span id="cb6-10"><a href="#cb6-10" aria-hidden="true" tabindex="-1"></a>        total_characters <span class="op">+=</span> <span class="bu">len</span>(example[data_column])</span>
+<span id="cb6-11"><a href="#cb6-11" aria-hidden="true" tabindex="-1"></a>        total_tokens <span class="op">+=</span> <span class="bu">len</span>(tokenizer(example[data_column]).tokens())</span>
+<span id="cb6-12"><a href="#cb6-12" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb6-13"><a href="#cb6-13" aria-hidden="true" tabindex="-1"></a>    <span class="cf">return</span> total_characters <span class="op">/</span> total_tokens</span>
+<span id="cb6-14"><a href="#cb6-14" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb6-15"><a href="#cb6-15" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb6-16"><a href="#cb6-16" aria-hidden="true" tabindex="-1"></a>chars_per_token <span class="op">=</span> chars_token_ratio(train_data, tokenizer, DATA_COLUMN)</span>
+<span id="cb6-17"><a href="#cb6-17" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="ss">f"The character to token ratio of the dataset is: </span><span class="sc">{</span>chars_per_token<span class="sc">:.2f}</span><span class="ss">"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stderr">
+<pre><code>100%|██████████| 400/400 [00:10&lt;00:00, 39.87it/s] </code></pre>
+</div>
+<div class="cell-output cell-output-stdout">
+<pre><code>The character to token ratio of the dataset is: 2.43</code></pre>
+</div>
+<div class="cell-output cell-output-stderr">
+<pre><code></code></pre>
+</div>
+</div>
+<p>The character-to-token ratio can also be used as an indicator of the quality of text tokenization. For instance, a character-to-token ratio of 1.0 would mean that each character is represented with a token, which is not very meaningful. This would indicate poor tokenization. In standard English text, one token is typically equivalent to approximately four characters, meaning the character-to-token ratio is around 4.0. We can expect a lower ratio in the code dataset, but generally speaking, a number between 2.0 and 3.5 can be considered good enough.</p>
+<p><strong>Optional FIM transformations</strong></p>
+<p>Autoregressive language models typically generate sequences from left to right. By applying the FIM transformations, the model can also learn to infill text. Check out <a href="https://arxiv.org/pdf/2207.14255.pdf">“Efficient Training of Language Models to Fill in the Middle” paper</a> to learn more about the technique. We’ll define the FIM transformations here and will use them when creating the Iterable Dataset. However, if you want to omit transformations, feel free to set <code>fim_rate</code> to 0.</p>
+<div id="cell-14" class="cell">
+<div class="sourceCode cell-code" id="cb10"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb10-1"><a href="#cb10-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> functools</span>
+<span id="cb10-2"><a href="#cb10-2" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> numpy <span class="im">as</span> np</span>
+<span id="cb10-3"><a href="#cb10-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb10-4"><a href="#cb10-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb10-5"><a href="#cb10-5" aria-hidden="true" tabindex="-1"></a><span class="co"># Helper function to get token ids of the special tokens for prefix, suffix and middle for FIM transformations.</span></span>
+<span id="cb10-6"><a href="#cb10-6" aria-hidden="true" tabindex="-1"></a><span class="at">@functools.lru_cache</span>(maxsize<span class="op">=</span><span class="va">None</span>)</span>
+<span id="cb10-7"><a href="#cb10-7" aria-hidden="true" tabindex="-1"></a><span class="kw">def</span> get_fim_token_ids(tokenizer):</span>
+<span id="cb10-8"><a href="#cb10-8" aria-hidden="true" tabindex="-1"></a>    <span class="cf">try</span>:</span>
+<span id="cb10-9"><a href="#cb10-9" aria-hidden="true" tabindex="-1"></a>        FIM_PREFIX, FIM_MIDDLE, FIM_SUFFIX, FIM_PAD <span class="op">=</span> tokenizer.special_tokens_map[<span class="st">"additional_special_tokens"</span>][<span class="dv">1</span>:<span class="dv">5</span>]</span>
+<span id="cb10-10"><a href="#cb10-10" aria-hidden="true" tabindex="-1"></a>        suffix_tok_id, prefix_tok_id, middle_tok_id, pad_tok_id <span class="op">=</span> (</span>
+<span id="cb10-11"><a href="#cb10-11" aria-hidden="true" tabindex="-1"></a>            tokenizer.vocab[tok] <span class="cf">for</span> tok <span class="kw">in</span> [FIM_SUFFIX, FIM_PREFIX, FIM_MIDDLE, FIM_PAD]</span>
+<span id="cb10-12"><a href="#cb10-12" aria-hidden="true" tabindex="-1"></a>        )</span>
+<span id="cb10-13"><a href="#cb10-13" aria-hidden="true" tabindex="-1"></a>    <span class="cf">except</span> <span class="pp">KeyError</span>:</span>
+<span id="cb10-14"><a href="#cb10-14" aria-hidden="true" tabindex="-1"></a>        suffix_tok_id, prefix_tok_id, middle_tok_id, pad_tok_id <span class="op">=</span> <span class="va">None</span>, <span class="va">None</span>, <span class="va">None</span>, <span class="va">None</span></span>
+<span id="cb10-15"><a href="#cb10-15" aria-hidden="true" tabindex="-1"></a>    <span class="cf">return</span> suffix_tok_id, prefix_tok_id, middle_tok_id, pad_tok_id</span>
+<span id="cb10-16"><a href="#cb10-16" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb10-17"><a href="#cb10-17" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb10-18"><a href="#cb10-18" aria-hidden="true" tabindex="-1"></a><span class="co">## Adapted from https://github.com/bigcode-project/Megatron-LM/blob/6c4bf908df8fd86b4977f54bf5b8bd4b521003d1/megatron/data/gpt_dataset.py</span></span>
+<span id="cb10-19"><a href="#cb10-19" aria-hidden="true" tabindex="-1"></a><span class="kw">def</span> permute(</span>
+<span id="cb10-20"><a href="#cb10-20" aria-hidden="true" tabindex="-1"></a>    sample,</span>
+<span id="cb10-21"><a href="#cb10-21" aria-hidden="true" tabindex="-1"></a>    np_rng,</span>
+<span id="cb10-22"><a href="#cb10-22" aria-hidden="true" tabindex="-1"></a>    suffix_tok_id,</span>
+<span id="cb10-23"><a href="#cb10-23" aria-hidden="true" tabindex="-1"></a>    prefix_tok_id,</span>
+<span id="cb10-24"><a href="#cb10-24" aria-hidden="true" tabindex="-1"></a>    middle_tok_id,</span>
+<span id="cb10-25"><a href="#cb10-25" aria-hidden="true" tabindex="-1"></a>    pad_tok_id,</span>
+<span id="cb10-26"><a href="#cb10-26" aria-hidden="true" tabindex="-1"></a>    fim_rate<span class="op">=</span><span class="fl">0.5</span>,</span>
+<span id="cb10-27"><a href="#cb10-27" aria-hidden="true" tabindex="-1"></a>    fim_spm_rate<span class="op">=</span><span class="fl">0.5</span>,</span>
+<span id="cb10-28"><a href="#cb10-28" aria-hidden="true" tabindex="-1"></a>    truncate_or_pad<span class="op">=</span><span class="va">False</span>,</span>
+<span id="cb10-29"><a href="#cb10-29" aria-hidden="true" tabindex="-1"></a>):</span>
+<span id="cb10-30"><a href="#cb10-30" aria-hidden="true" tabindex="-1"></a>    <span class="co">"""</span></span>
+<span id="cb10-31"><a href="#cb10-31" aria-hidden="true" tabindex="-1"></a><span class="co">    Take in a sample (list of tokens) and perform a FIM transformation on it with a probability of fim_rate, using two FIM modes:</span></span>
+<span id="cb10-32"><a href="#cb10-32" aria-hidden="true" tabindex="-1"></a><span class="co">    PSM and SPM (with a probability of fim_spm_rate).</span></span>
+<span id="cb10-33"><a href="#cb10-33" aria-hidden="true" tabindex="-1"></a><span class="co">    """</span></span>
+<span id="cb10-34"><a href="#cb10-34" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb10-35"><a href="#cb10-35" aria-hidden="true" tabindex="-1"></a>    <span class="co"># The if condition will trigger with the probability of fim_rate</span></span>
+<span id="cb10-36"><a href="#cb10-36" aria-hidden="true" tabindex="-1"></a>    <span class="co"># This means FIM transformations will apply to samples with a probability of fim_rate</span></span>
+<span id="cb10-37"><a href="#cb10-37" aria-hidden="true" tabindex="-1"></a>    <span class="cf">if</span> np_rng.binomial(<span class="dv">1</span>, fim_rate):</span>
+<span id="cb10-38"><a href="#cb10-38" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb10-39"><a href="#cb10-39" aria-hidden="true" tabindex="-1"></a>        <span class="co"># Split the sample into prefix, middle, and suffix, based on randomly generated indices stored in the boundaries list.</span></span>
+<span id="cb10-40"><a href="#cb10-40" aria-hidden="true" tabindex="-1"></a>        boundaries <span class="op">=</span> <span class="bu">list</span>(np_rng.randint(low<span class="op">=</span><span class="dv">0</span>, high<span class="op">=</span><span class="bu">len</span>(sample) <span class="op">+</span> <span class="dv">1</span>, size<span class="op">=</span><span class="dv">2</span>))</span>
+<span id="cb10-41"><a href="#cb10-41" aria-hidden="true" tabindex="-1"></a>        boundaries.sort()</span>
+<span id="cb10-42"><a href="#cb10-42" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb10-43"><a href="#cb10-43" aria-hidden="true" tabindex="-1"></a>        prefix <span class="op">=</span> np.array(sample[: boundaries[<span class="dv">0</span>]], dtype<span class="op">=</span>np.int64)</span>
+<span id="cb10-44"><a href="#cb10-44" aria-hidden="true" tabindex="-1"></a>        middle <span class="op">=</span> np.array(sample[boundaries[<span class="dv">0</span>] : boundaries[<span class="dv">1</span>]], dtype<span class="op">=</span>np.int64)</span>
+<span id="cb10-45"><a href="#cb10-45" aria-hidden="true" tabindex="-1"></a>        suffix <span class="op">=</span> np.array(sample[boundaries[<span class="dv">1</span>] :], dtype<span class="op">=</span>np.int64)</span>
+<span id="cb10-46"><a href="#cb10-46" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb10-47"><a href="#cb10-47" aria-hidden="true" tabindex="-1"></a>        <span class="cf">if</span> truncate_or_pad:</span>
+<span id="cb10-48"><a href="#cb10-48" aria-hidden="true" tabindex="-1"></a>            <span class="co"># calculate the new total length of the sample, taking into account tokens indicating prefix, middle, and suffix</span></span>
+<span id="cb10-49"><a href="#cb10-49" aria-hidden="true" tabindex="-1"></a>            new_length <span class="op">=</span> suffix.shape[<span class="dv">0</span>] <span class="op">+</span> prefix.shape[<span class="dv">0</span>] <span class="op">+</span> middle.shape[<span class="dv">0</span>] <span class="op">+</span> <span class="dv">3</span></span>
+<span id="cb10-50"><a href="#cb10-50" aria-hidden="true" tabindex="-1"></a>            diff <span class="op">=</span> new_length <span class="op">-</span> <span class="bu">len</span>(sample)</span>
+<span id="cb10-51"><a href="#cb10-51" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb10-52"><a href="#cb10-52" aria-hidden="true" tabindex="-1"></a>            <span class="co"># trancate or pad if there's a difference in length between the new length and the original</span></span>
+<span id="cb10-53"><a href="#cb10-53" aria-hidden="true" tabindex="-1"></a>            <span class="cf">if</span> diff <span class="op">&gt;</span> <span class="dv">0</span>:</span>
+<span id="cb10-54"><a href="#cb10-54" aria-hidden="true" tabindex="-1"></a>                <span class="cf">if</span> suffix.shape[<span class="dv">0</span>] <span class="op">&lt;=</span> diff:</span>
+<span id="cb10-55"><a href="#cb10-55" aria-hidden="true" tabindex="-1"></a>                    <span class="cf">return</span> sample, np_rng</span>
+<span id="cb10-56"><a href="#cb10-56" aria-hidden="true" tabindex="-1"></a>                suffix <span class="op">=</span> suffix[: suffix.shape[<span class="dv">0</span>] <span class="op">-</span> diff]</span>
+<span id="cb10-57"><a href="#cb10-57" aria-hidden="true" tabindex="-1"></a>            <span class="cf">elif</span> diff <span class="op">&lt;</span> <span class="dv">0</span>:</span>
+<span id="cb10-58"><a href="#cb10-58" aria-hidden="true" tabindex="-1"></a>                suffix <span class="op">=</span> np.concatenate([suffix, np.full((<span class="op">-</span><span class="dv">1</span> <span class="op">*</span> diff), pad_tok_id)])</span>
+<span id="cb10-59"><a href="#cb10-59" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb10-60"><a href="#cb10-60" aria-hidden="true" tabindex="-1"></a>        <span class="co"># With the probability of fim_spm_rateapply SPM variant of FIM transformations</span></span>
+<span id="cb10-61"><a href="#cb10-61" aria-hidden="true" tabindex="-1"></a>        <span class="co"># SPM: suffix, prefix, middle</span></span>
+<span id="cb10-62"><a href="#cb10-62" aria-hidden="true" tabindex="-1"></a>        <span class="cf">if</span> np_rng.binomial(<span class="dv">1</span>, fim_spm_rate):</span>
+<span id="cb10-63"><a href="#cb10-63" aria-hidden="true" tabindex="-1"></a>            new_sample <span class="op">=</span> np.concatenate(</span>
+<span id="cb10-64"><a href="#cb10-64" aria-hidden="true" tabindex="-1"></a>                [</span>
+<span id="cb10-65"><a href="#cb10-65" aria-hidden="true" tabindex="-1"></a>                    [prefix_tok_id, suffix_tok_id],</span>
+<span id="cb10-66"><a href="#cb10-66" aria-hidden="true" tabindex="-1"></a>                    suffix,</span>
+<span id="cb10-67"><a href="#cb10-67" aria-hidden="true" tabindex="-1"></a>                    [middle_tok_id],</span>
+<span id="cb10-68"><a href="#cb10-68" aria-hidden="true" tabindex="-1"></a>                    prefix,</span>
+<span id="cb10-69"><a href="#cb10-69" aria-hidden="true" tabindex="-1"></a>                    middle,</span>
+<span id="cb10-70"><a href="#cb10-70" aria-hidden="true" tabindex="-1"></a>                ]</span>
+<span id="cb10-71"><a href="#cb10-71" aria-hidden="true" tabindex="-1"></a>            )</span>
+<span id="cb10-72"><a href="#cb10-72" aria-hidden="true" tabindex="-1"></a>        <span class="co"># Otherwise, apply the PSM variant of FIM transformations</span></span>
+<span id="cb10-73"><a href="#cb10-73" aria-hidden="true" tabindex="-1"></a>        <span class="co"># PSM: prefix, suffix, middle</span></span>
+<span id="cb10-74"><a href="#cb10-74" aria-hidden="true" tabindex="-1"></a>        <span class="cf">else</span>:</span>
+<span id="cb10-75"><a href="#cb10-75" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb10-76"><a href="#cb10-76" aria-hidden="true" tabindex="-1"></a>            new_sample <span class="op">=</span> np.concatenate(</span>
+<span id="cb10-77"><a href="#cb10-77" aria-hidden="true" tabindex="-1"></a>                [</span>
+<span id="cb10-78"><a href="#cb10-78" aria-hidden="true" tabindex="-1"></a>                    [prefix_tok_id],</span>
+<span id="cb10-79"><a href="#cb10-79" aria-hidden="true" tabindex="-1"></a>                    prefix,</span>
+<span id="cb10-80"><a href="#cb10-80" aria-hidden="true" tabindex="-1"></a>                    [suffix_tok_id],</span>
+<span id="cb10-81"><a href="#cb10-81" aria-hidden="true" tabindex="-1"></a>                    suffix,</span>
+<span id="cb10-82"><a href="#cb10-82" aria-hidden="true" tabindex="-1"></a>                    [middle_tok_id],</span>
+<span id="cb10-83"><a href="#cb10-83" aria-hidden="true" tabindex="-1"></a>                    middle,</span>
+<span id="cb10-84"><a href="#cb10-84" aria-hidden="true" tabindex="-1"></a>                ]</span>
+<span id="cb10-85"><a href="#cb10-85" aria-hidden="true" tabindex="-1"></a>            )</span>
+<span id="cb10-86"><a href="#cb10-86" aria-hidden="true" tabindex="-1"></a>    <span class="cf">else</span>:</span>
+<span id="cb10-87"><a href="#cb10-87" aria-hidden="true" tabindex="-1"></a>        <span class="co"># don't apply FIM transformations</span></span>
+<span id="cb10-88"><a href="#cb10-88" aria-hidden="true" tabindex="-1"></a>        new_sample <span class="op">=</span> sample</span>
+<span id="cb10-89"><a href="#cb10-89" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb10-90"><a href="#cb10-90" aria-hidden="true" tabindex="-1"></a>    <span class="cf">return</span> <span class="bu">list</span>(new_sample), np_rng</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>Let’s define the <code>ConstantLengthDataset</code>, an Iterable dataset that will return constant-length chunks of tokens. To do so, we’ll read a buffer of text from the original dataset until we hit the size limits and then apply tokenizer to convert the raw text into tokenized inputs. Optionally, we’ll perform FIM transformations on some sequences (the proportion of sequences affected is controlled by <code>fim_rate</code>).</p>
+<p>Once defined, we can create instances of the <code>ConstantLengthDataset</code> from both training and validation data.</p>
+<div id="cell-16" class="cell">
+<div class="sourceCode cell-code" id="cb11"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb11-1"><a href="#cb11-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> torch.utils.data <span class="im">import</span> IterableDataset</span>
+<span id="cb11-2"><a href="#cb11-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> torch.utils.data.dataloader <span class="im">import</span> DataLoader</span>
+<span id="cb11-3"><a href="#cb11-3" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> random</span>
+<span id="cb11-4"><a href="#cb11-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-5"><a href="#cb11-5" aria-hidden="true" tabindex="-1"></a><span class="co"># Create an Iterable dataset that returns constant-length chunks of tokens from a stream of text files.</span></span>
+<span id="cb11-6"><a href="#cb11-6" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-7"><a href="#cb11-7" aria-hidden="true" tabindex="-1"></a><span class="kw">class</span> ConstantLengthDataset(IterableDataset):</span>
+<span id="cb11-8"><a href="#cb11-8" aria-hidden="true" tabindex="-1"></a>    <span class="co">"""</span></span>
+<span id="cb11-9"><a href="#cb11-9" aria-hidden="true" tabindex="-1"></a><span class="co">    Iterable dataset that returns constant length chunks of tokens from stream of text files.</span></span>
+<span id="cb11-10"><a href="#cb11-10" aria-hidden="true" tabindex="-1"></a><span class="co">        Args:</span></span>
+<span id="cb11-11"><a href="#cb11-11" aria-hidden="true" tabindex="-1"></a><span class="co">            tokenizer (Tokenizer): The processor used for proccessing the data.</span></span>
+<span id="cb11-12"><a href="#cb11-12" aria-hidden="true" tabindex="-1"></a><span class="co">            dataset (dataset.Dataset): Dataset with text files.</span></span>
+<span id="cb11-13"><a href="#cb11-13" aria-hidden="true" tabindex="-1"></a><span class="co">            infinite (bool): If True the iterator is reset after dataset reaches end else stops.</span></span>
+<span id="cb11-14"><a href="#cb11-14" aria-hidden="true" tabindex="-1"></a><span class="co">            seq_length (int): Length of token sequences to return.</span></span>
+<span id="cb11-15"><a href="#cb11-15" aria-hidden="true" tabindex="-1"></a><span class="co">            num_of_sequences (int): Number of token sequences to keep in buffer.</span></span>
+<span id="cb11-16"><a href="#cb11-16" aria-hidden="true" tabindex="-1"></a><span class="co">            chars_per_token (int): Number of characters per token used to estimate number of tokens in text buffer.</span></span>
+<span id="cb11-17"><a href="#cb11-17" aria-hidden="true" tabindex="-1"></a><span class="co">            fim_rate (float): Rate (0.0 to 1.0) that sample will be permuted with FIM.</span></span>
+<span id="cb11-18"><a href="#cb11-18" aria-hidden="true" tabindex="-1"></a><span class="co">            fim_spm_rate (float): Rate (0.0 to 1.0) of FIM permuations that will use SPM.</span></span>
+<span id="cb11-19"><a href="#cb11-19" aria-hidden="true" tabindex="-1"></a><span class="co">            seed (int): Seed for random number generator.</span></span>
+<span id="cb11-20"><a href="#cb11-20" aria-hidden="true" tabindex="-1"></a><span class="co">    """</span></span>
+<span id="cb11-21"><a href="#cb11-21" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-22"><a href="#cb11-22" aria-hidden="true" tabindex="-1"></a>    <span class="kw">def</span> <span class="fu">__init__</span>(</span>
+<span id="cb11-23"><a href="#cb11-23" aria-hidden="true" tabindex="-1"></a>        <span class="va">self</span>,</span>
+<span id="cb11-24"><a href="#cb11-24" aria-hidden="true" tabindex="-1"></a>        tokenizer,</span>
+<span id="cb11-25"><a href="#cb11-25" aria-hidden="true" tabindex="-1"></a>        dataset,</span>
+<span id="cb11-26"><a href="#cb11-26" aria-hidden="true" tabindex="-1"></a>        infinite<span class="op">=</span><span class="va">False</span>,</span>
+<span id="cb11-27"><a href="#cb11-27" aria-hidden="true" tabindex="-1"></a>        seq_length<span class="op">=</span><span class="dv">1024</span>,</span>
+<span id="cb11-28"><a href="#cb11-28" aria-hidden="true" tabindex="-1"></a>        num_of_sequences<span class="op">=</span><span class="dv">1024</span>,</span>
+<span id="cb11-29"><a href="#cb11-29" aria-hidden="true" tabindex="-1"></a>        chars_per_token<span class="op">=</span><span class="fl">3.6</span>,</span>
+<span id="cb11-30"><a href="#cb11-30" aria-hidden="true" tabindex="-1"></a>        content_field<span class="op">=</span><span class="st">"content"</span>,</span>
+<span id="cb11-31"><a href="#cb11-31" aria-hidden="true" tabindex="-1"></a>        fim_rate<span class="op">=</span><span class="fl">0.5</span>,</span>
+<span id="cb11-32"><a href="#cb11-32" aria-hidden="true" tabindex="-1"></a>        fim_spm_rate<span class="op">=</span><span class="fl">0.5</span>,</span>
+<span id="cb11-33"><a href="#cb11-33" aria-hidden="true" tabindex="-1"></a>        seed<span class="op">=</span><span class="dv">0</span>,</span>
+<span id="cb11-34"><a href="#cb11-34" aria-hidden="true" tabindex="-1"></a>    ):</span>
+<span id="cb11-35"><a href="#cb11-35" aria-hidden="true" tabindex="-1"></a>        <span class="va">self</span>.tokenizer <span class="op">=</span> tokenizer</span>
+<span id="cb11-36"><a href="#cb11-36" aria-hidden="true" tabindex="-1"></a>        <span class="va">self</span>.concat_token_id <span class="op">=</span> tokenizer.eos_token_id</span>
+<span id="cb11-37"><a href="#cb11-37" aria-hidden="true" tabindex="-1"></a>        <span class="va">self</span>.dataset <span class="op">=</span> dataset</span>
+<span id="cb11-38"><a href="#cb11-38" aria-hidden="true" tabindex="-1"></a>        <span class="va">self</span>.seq_length <span class="op">=</span> seq_length</span>
+<span id="cb11-39"><a href="#cb11-39" aria-hidden="true" tabindex="-1"></a>        <span class="va">self</span>.infinite <span class="op">=</span> infinite</span>
+<span id="cb11-40"><a href="#cb11-40" aria-hidden="true" tabindex="-1"></a>        <span class="va">self</span>.current_size <span class="op">=</span> <span class="dv">0</span></span>
+<span id="cb11-41"><a href="#cb11-41" aria-hidden="true" tabindex="-1"></a>        <span class="va">self</span>.max_buffer_size <span class="op">=</span> seq_length <span class="op">*</span> chars_per_token <span class="op">*</span> num_of_sequences</span>
+<span id="cb11-42"><a href="#cb11-42" aria-hidden="true" tabindex="-1"></a>        <span class="va">self</span>.content_field <span class="op">=</span> content_field</span>
+<span id="cb11-43"><a href="#cb11-43" aria-hidden="true" tabindex="-1"></a>        <span class="va">self</span>.fim_rate <span class="op">=</span> fim_rate</span>
+<span id="cb11-44"><a href="#cb11-44" aria-hidden="true" tabindex="-1"></a>        <span class="va">self</span>.fim_spm_rate <span class="op">=</span> fim_spm_rate</span>
+<span id="cb11-45"><a href="#cb11-45" aria-hidden="true" tabindex="-1"></a>        <span class="va">self</span>.seed <span class="op">=</span> seed</span>
+<span id="cb11-46"><a href="#cb11-46" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-47"><a href="#cb11-47" aria-hidden="true" tabindex="-1"></a>        (</span>
+<span id="cb11-48"><a href="#cb11-48" aria-hidden="true" tabindex="-1"></a>            <span class="va">self</span>.suffix_tok_id,</span>
+<span id="cb11-49"><a href="#cb11-49" aria-hidden="true" tabindex="-1"></a>            <span class="va">self</span>.prefix_tok_id,</span>
+<span id="cb11-50"><a href="#cb11-50" aria-hidden="true" tabindex="-1"></a>            <span class="va">self</span>.middle_tok_id,</span>
+<span id="cb11-51"><a href="#cb11-51" aria-hidden="true" tabindex="-1"></a>            <span class="va">self</span>.pad_tok_id,</span>
+<span id="cb11-52"><a href="#cb11-52" aria-hidden="true" tabindex="-1"></a>        ) <span class="op">=</span> get_fim_token_ids(<span class="va">self</span>.tokenizer)</span>
+<span id="cb11-53"><a href="#cb11-53" aria-hidden="true" tabindex="-1"></a>        <span class="cf">if</span> <span class="kw">not</span> <span class="va">self</span>.suffix_tok_id <span class="kw">and</span> <span class="va">self</span>.fim_rate <span class="op">&gt;</span> <span class="dv">0</span>:</span>
+<span id="cb11-54"><a href="#cb11-54" aria-hidden="true" tabindex="-1"></a>            <span class="bu">print</span>(<span class="st">"FIM is not supported by tokenizer, disabling FIM"</span>)</span>
+<span id="cb11-55"><a href="#cb11-55" aria-hidden="true" tabindex="-1"></a>            <span class="va">self</span>.fim_rate <span class="op">=</span> <span class="dv">0</span></span>
+<span id="cb11-56"><a href="#cb11-56" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-57"><a href="#cb11-57" aria-hidden="true" tabindex="-1"></a>    <span class="kw">def</span> <span class="fu">__iter__</span>(<span class="va">self</span>):</span>
+<span id="cb11-58"><a href="#cb11-58" aria-hidden="true" tabindex="-1"></a>        iterator <span class="op">=</span> <span class="bu">iter</span>(<span class="va">self</span>.dataset)</span>
+<span id="cb11-59"><a href="#cb11-59" aria-hidden="true" tabindex="-1"></a>        more_examples <span class="op">=</span> <span class="va">True</span></span>
+<span id="cb11-60"><a href="#cb11-60" aria-hidden="true" tabindex="-1"></a>        np_rng <span class="op">=</span> np.random.RandomState(seed<span class="op">=</span><span class="va">self</span>.seed)</span>
+<span id="cb11-61"><a href="#cb11-61" aria-hidden="true" tabindex="-1"></a>        <span class="cf">while</span> more_examples:</span>
+<span id="cb11-62"><a href="#cb11-62" aria-hidden="true" tabindex="-1"></a>            <span class="bu">buffer</span>, buffer_len <span class="op">=</span> [], <span class="dv">0</span></span>
+<span id="cb11-63"><a href="#cb11-63" aria-hidden="true" tabindex="-1"></a>            <span class="cf">while</span> <span class="va">True</span>:</span>
+<span id="cb11-64"><a href="#cb11-64" aria-hidden="true" tabindex="-1"></a>                <span class="cf">if</span> buffer_len <span class="op">&gt;=</span> <span class="va">self</span>.max_buffer_size:</span>
+<span id="cb11-65"><a href="#cb11-65" aria-hidden="true" tabindex="-1"></a>                    <span class="cf">break</span></span>
+<span id="cb11-66"><a href="#cb11-66" aria-hidden="true" tabindex="-1"></a>                <span class="cf">try</span>:</span>
+<span id="cb11-67"><a href="#cb11-67" aria-hidden="true" tabindex="-1"></a>                    <span class="bu">buffer</span>.append(<span class="bu">next</span>(iterator)[<span class="va">self</span>.content_field])</span>
+<span id="cb11-68"><a href="#cb11-68" aria-hidden="true" tabindex="-1"></a>                    buffer_len <span class="op">+=</span> <span class="bu">len</span>(<span class="bu">buffer</span>[<span class="op">-</span><span class="dv">1</span>])</span>
+<span id="cb11-69"><a href="#cb11-69" aria-hidden="true" tabindex="-1"></a>                <span class="cf">except</span> <span class="pp">StopIteration</span>:</span>
+<span id="cb11-70"><a href="#cb11-70" aria-hidden="true" tabindex="-1"></a>                    <span class="cf">if</span> <span class="va">self</span>.infinite:</span>
+<span id="cb11-71"><a href="#cb11-71" aria-hidden="true" tabindex="-1"></a>                        iterator <span class="op">=</span> <span class="bu">iter</span>(<span class="va">self</span>.dataset)</span>
+<span id="cb11-72"><a href="#cb11-72" aria-hidden="true" tabindex="-1"></a>                    <span class="cf">else</span>:</span>
+<span id="cb11-73"><a href="#cb11-73" aria-hidden="true" tabindex="-1"></a>                        more_examples <span class="op">=</span> <span class="va">False</span></span>
+<span id="cb11-74"><a href="#cb11-74" aria-hidden="true" tabindex="-1"></a>                        <span class="cf">break</span></span>
+<span id="cb11-75"><a href="#cb11-75" aria-hidden="true" tabindex="-1"></a>            tokenized_inputs <span class="op">=</span> <span class="va">self</span>.tokenizer(<span class="bu">buffer</span>, truncation<span class="op">=</span><span class="va">False</span>)[<span class="st">"input_ids"</span>]</span>
+<span id="cb11-76"><a href="#cb11-76" aria-hidden="true" tabindex="-1"></a>            all_token_ids <span class="op">=</span> []</span>
+<span id="cb11-77"><a href="#cb11-77" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-78"><a href="#cb11-78" aria-hidden="true" tabindex="-1"></a>            <span class="cf">for</span> tokenized_input <span class="kw">in</span> tokenized_inputs:</span>
+<span id="cb11-79"><a href="#cb11-79" aria-hidden="true" tabindex="-1"></a>                <span class="co"># optionally do FIM permutations</span></span>
+<span id="cb11-80"><a href="#cb11-80" aria-hidden="true" tabindex="-1"></a>                <span class="cf">if</span> <span class="va">self</span>.fim_rate <span class="op">&gt;</span> <span class="dv">0</span>:</span>
+<span id="cb11-81"><a href="#cb11-81" aria-hidden="true" tabindex="-1"></a>                    tokenized_input, np_rng <span class="op">=</span> permute(</span>
+<span id="cb11-82"><a href="#cb11-82" aria-hidden="true" tabindex="-1"></a>                        tokenized_input,</span>
+<span id="cb11-83"><a href="#cb11-83" aria-hidden="true" tabindex="-1"></a>                        np_rng,</span>
+<span id="cb11-84"><a href="#cb11-84" aria-hidden="true" tabindex="-1"></a>                        <span class="va">self</span>.suffix_tok_id,</span>
+<span id="cb11-85"><a href="#cb11-85" aria-hidden="true" tabindex="-1"></a>                        <span class="va">self</span>.prefix_tok_id,</span>
+<span id="cb11-86"><a href="#cb11-86" aria-hidden="true" tabindex="-1"></a>                        <span class="va">self</span>.middle_tok_id,</span>
+<span id="cb11-87"><a href="#cb11-87" aria-hidden="true" tabindex="-1"></a>                        <span class="va">self</span>.pad_tok_id,</span>
+<span id="cb11-88"><a href="#cb11-88" aria-hidden="true" tabindex="-1"></a>                        fim_rate<span class="op">=</span><span class="va">self</span>.fim_rate,</span>
+<span id="cb11-89"><a href="#cb11-89" aria-hidden="true" tabindex="-1"></a>                        fim_spm_rate<span class="op">=</span><span class="va">self</span>.fim_spm_rate,</span>
+<span id="cb11-90"><a href="#cb11-90" aria-hidden="true" tabindex="-1"></a>                        truncate_or_pad<span class="op">=</span><span class="va">False</span>,</span>
+<span id="cb11-91"><a href="#cb11-91" aria-hidden="true" tabindex="-1"></a>                    )</span>
+<span id="cb11-92"><a href="#cb11-92" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-93"><a href="#cb11-93" aria-hidden="true" tabindex="-1"></a>                all_token_ids.extend(tokenized_input <span class="op">+</span> [<span class="va">self</span>.concat_token_id])</span>
+<span id="cb11-94"><a href="#cb11-94" aria-hidden="true" tabindex="-1"></a>            examples <span class="op">=</span> []</span>
+<span id="cb11-95"><a href="#cb11-95" aria-hidden="true" tabindex="-1"></a>            <span class="cf">for</span> i <span class="kw">in</span> <span class="bu">range</span>(<span class="dv">0</span>, <span class="bu">len</span>(all_token_ids), <span class="va">self</span>.seq_length):</span>
+<span id="cb11-96"><a href="#cb11-96" aria-hidden="true" tabindex="-1"></a>                input_ids <span class="op">=</span> all_token_ids[i : i <span class="op">+</span> <span class="va">self</span>.seq_length]</span>
+<span id="cb11-97"><a href="#cb11-97" aria-hidden="true" tabindex="-1"></a>                <span class="cf">if</span> <span class="bu">len</span>(input_ids) <span class="op">==</span> <span class="va">self</span>.seq_length:</span>
+<span id="cb11-98"><a href="#cb11-98" aria-hidden="true" tabindex="-1"></a>                    examples.append(input_ids)</span>
+<span id="cb11-99"><a href="#cb11-99" aria-hidden="true" tabindex="-1"></a>            random.shuffle(examples)</span>
+<span id="cb11-100"><a href="#cb11-100" aria-hidden="true" tabindex="-1"></a>            <span class="cf">for</span> example <span class="kw">in</span> examples:</span>
+<span id="cb11-101"><a href="#cb11-101" aria-hidden="true" tabindex="-1"></a>                <span class="va">self</span>.current_size <span class="op">+=</span> <span class="dv">1</span></span>
+<span id="cb11-102"><a href="#cb11-102" aria-hidden="true" tabindex="-1"></a>                <span class="cf">yield</span> {</span>
+<span id="cb11-103"><a href="#cb11-103" aria-hidden="true" tabindex="-1"></a>                    <span class="st">"input_ids"</span>: torch.LongTensor(example),</span>
+<span id="cb11-104"><a href="#cb11-104" aria-hidden="true" tabindex="-1"></a>                    <span class="st">"labels"</span>: torch.LongTensor(example),</span>
+<span id="cb11-105"><a href="#cb11-105" aria-hidden="true" tabindex="-1"></a>                }</span>
+<span id="cb11-106"><a href="#cb11-106" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-107"><a href="#cb11-107" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb11-108"><a href="#cb11-108" aria-hidden="true" tabindex="-1"></a>train_dataset <span class="op">=</span> ConstantLengthDataset(</span>
+<span id="cb11-109"><a href="#cb11-109" aria-hidden="true" tabindex="-1"></a>        tokenizer,</span>
+<span id="cb11-110"><a href="#cb11-110" aria-hidden="true" tabindex="-1"></a>        train_data,</span>
+<span id="cb11-111"><a href="#cb11-111" aria-hidden="true" tabindex="-1"></a>        infinite<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb11-112"><a href="#cb11-112" aria-hidden="true" tabindex="-1"></a>        seq_length<span class="op">=</span>SEQ_LENGTH,</span>
+<span id="cb11-113"><a href="#cb11-113" aria-hidden="true" tabindex="-1"></a>        chars_per_token<span class="op">=</span>chars_per_token,</span>
+<span id="cb11-114"><a href="#cb11-114" aria-hidden="true" tabindex="-1"></a>        content_field<span class="op">=</span>DATA_COLUMN,</span>
+<span id="cb11-115"><a href="#cb11-115" aria-hidden="true" tabindex="-1"></a>        fim_rate<span class="op">=</span>FIM_RATE,</span>
+<span id="cb11-116"><a href="#cb11-116" aria-hidden="true" tabindex="-1"></a>        fim_spm_rate<span class="op">=</span>FIM_SPM_RATE,</span>
+<span id="cb11-117"><a href="#cb11-117" aria-hidden="true" tabindex="-1"></a>        seed<span class="op">=</span>SEED,</span>
+<span id="cb11-118"><a href="#cb11-118" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb11-119"><a href="#cb11-119" aria-hidden="true" tabindex="-1"></a>eval_dataset <span class="op">=</span> ConstantLengthDataset(</span>
+<span id="cb11-120"><a href="#cb11-120" aria-hidden="true" tabindex="-1"></a>        tokenizer,</span>
+<span id="cb11-121"><a href="#cb11-121" aria-hidden="true" tabindex="-1"></a>        valid_data,</span>
+<span id="cb11-122"><a href="#cb11-122" aria-hidden="true" tabindex="-1"></a>        infinite<span class="op">=</span><span class="va">False</span>,</span>
+<span id="cb11-123"><a href="#cb11-123" aria-hidden="true" tabindex="-1"></a>        seq_length<span class="op">=</span>SEQ_LENGTH,</span>
+<span id="cb11-124"><a href="#cb11-124" aria-hidden="true" tabindex="-1"></a>        chars_per_token<span class="op">=</span>chars_per_token,</span>
+<span id="cb11-125"><a href="#cb11-125" aria-hidden="true" tabindex="-1"></a>        content_field<span class="op">=</span>DATA_COLUMN,</span>
+<span id="cb11-126"><a href="#cb11-126" aria-hidden="true" tabindex="-1"></a>        fim_rate<span class="op">=</span>FIM_RATE,</span>
+<span id="cb11-127"><a href="#cb11-127" aria-hidden="true" tabindex="-1"></a>        fim_spm_rate<span class="op">=</span>FIM_SPM_RATE,</span>
+<span id="cb11-128"><a href="#cb11-128" aria-hidden="true" tabindex="-1"></a>        seed<span class="op">=</span>SEED,</span>
+<span id="cb11-129"><a href="#cb11-129" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="prepare-the-model" class="level2">
+<h2 class="anchored" data-anchor-id="prepare-the-model">Prepare the model</h2>
+<p>Now that the data is prepared, it’s time to load the model! We’re going to load the quantized version of the model.</p>
+<p>This will allow us to reduce memory usage, as quantization represents data with fewer bits. We’ll use the <code>bitsandbytes</code> library to quantize the model, as it has a nice integration with <code>transformers</code>. All we need to do is define a <code>bitsandbytes</code> config, and then use it when loading the model.</p>
+<p>There are different variants of 4bit quantization, but generally, we recommend using NF4 quantization for better performance (<code>bnb_4bit_quant_type="nf4"</code>).</p>
+<p>The <code>bnb_4bit_use_double_quant</code> option adds a second quantization after the first one to save an additional 0.4 bits per parameter.</p>
+<p>To learn more about quantization, check out the <a href="https://huggingface.co/blog/4bit-transformers-bitsandbytes">“Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA” blog post</a>.</p>
+<p>Once defined, pass the config to the <code>from_pretrained</code> method to load the quantized version of the model.</p>
+<div id="cell-19" class="cell">
+<div class="sourceCode cell-code" id="cb12"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb12-1"><a href="#cb12-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> peft <span class="im">import</span> LoraConfig, get_peft_model, prepare_model_for_kbit_training</span>
+<span id="cb12-2"><a href="#cb12-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> peft.tuners.lora <span class="im">import</span> LoraLayer</span>
+<span id="cb12-3"><a href="#cb12-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb12-4"><a href="#cb12-4" aria-hidden="true" tabindex="-1"></a>load_in_8bit <span class="op">=</span> <span class="va">False</span></span>
+<span id="cb12-5"><a href="#cb12-5" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb12-6"><a href="#cb12-6" aria-hidden="true" tabindex="-1"></a><span class="co"># 4-bit quantization</span></span>
+<span id="cb12-7"><a href="#cb12-7" aria-hidden="true" tabindex="-1"></a>compute_dtype <span class="op">=</span> <span class="bu">getattr</span>(torch, BNB_4BIT_COMPUTE_DTYPE)</span>
+<span id="cb12-8"><a href="#cb12-8" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb12-9"><a href="#cb12-9" aria-hidden="true" tabindex="-1"></a>bnb_config <span class="op">=</span> BitsAndBytesConfig(</span>
+<span id="cb12-10"><a href="#cb12-10" aria-hidden="true" tabindex="-1"></a>    load_in_4bit<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb12-11"><a href="#cb12-11" aria-hidden="true" tabindex="-1"></a>    bnb_4bit_quant_type<span class="op">=</span><span class="st">"nf4"</span>,</span>
+<span id="cb12-12"><a href="#cb12-12" aria-hidden="true" tabindex="-1"></a>    bnb_4bit_compute_dtype<span class="op">=</span>compute_dtype,</span>
+<span id="cb12-13"><a href="#cb12-13" aria-hidden="true" tabindex="-1"></a>    bnb_4bit_use_double_quant<span class="op">=</span>USE_NESTED_QUANT,</span>
+<span id="cb12-14"><a href="#cb12-14" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb12-15"><a href="#cb12-15" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb12-16"><a href="#cb12-16" aria-hidden="true" tabindex="-1"></a>device_map <span class="op">=</span> {<span class="st">""</span>: <span class="dv">0</span>}</span>
+<span id="cb12-17"><a href="#cb12-17" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb12-18"><a href="#cb12-18" aria-hidden="true" tabindex="-1"></a>model <span class="op">=</span> AutoModelForCausalLM.from_pretrained(</span>
+<span id="cb12-19"><a href="#cb12-19" aria-hidden="true" tabindex="-1"></a>        MODEL,</span>
+<span id="cb12-20"><a href="#cb12-20" aria-hidden="true" tabindex="-1"></a>        load_in_8bit<span class="op">=</span>load_in_8bit,</span>
+<span id="cb12-21"><a href="#cb12-21" aria-hidden="true" tabindex="-1"></a>        quantization_config<span class="op">=</span>bnb_config,</span>
+<span id="cb12-22"><a href="#cb12-22" aria-hidden="true" tabindex="-1"></a>        device_map<span class="op">=</span>device_map,</span>
+<span id="cb12-23"><a href="#cb12-23" aria-hidden="true" tabindex="-1"></a>        use_cache<span class="op">=</span><span class="va">False</span>,  <span class="co"># We will be using gradient checkpointing</span></span>
+<span id="cb12-24"><a href="#cb12-24" aria-hidden="true" tabindex="-1"></a>        trust_remote_code<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb12-25"><a href="#cb12-25" aria-hidden="true" tabindex="-1"></a>        use_flash_attention_2<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb12-26"><a href="#cb12-26" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>When using a quantized model for training, you need to call the <code>prepare_model_for_kbit_training()</code> function to preprocess the quantized model for training.</p>
+<div id="cell-21" class="cell">
+<div class="sourceCode cell-code" id="cb13"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb13-1"><a href="#cb13-1" aria-hidden="true" tabindex="-1"></a>model <span class="op">=</span> prepare_model_for_kbit_training(model)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>Now that the quantized model is ready, we can set up a LoRA configuration. LoRA makes fine-tuning more efficient by drastically reducing the number of trainable parameters.</p>
+<p>To train a model using LoRA technique, we need to wrap the base model as a <code>PeftModel</code>. This involves definign LoRA configuration with <code>LoraConfig</code>, and wrapping the original model with <code>get_peft_model()</code> using the <code>LoraConfig</code>.</p>
+<p>To learn more about LoRA and its parameters, refer to <a href="https://huggingface.co/docs/peft/conceptual_guides/lora">PEFT documentation</a>.</p>
+<div id="cell-23" class="cell" data-outputid="63328c2b-e693-49b1-ce0a-3ca8722f852a">
+<div class="sourceCode cell-code" id="cb14"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb14-1"><a href="#cb14-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Set up lora</span></span>
+<span id="cb14-2"><a href="#cb14-2" aria-hidden="true" tabindex="-1"></a>peft_config <span class="op">=</span> LoraConfig(</span>
+<span id="cb14-3"><a href="#cb14-3" aria-hidden="true" tabindex="-1"></a>    lora_alpha<span class="op">=</span>LORA_ALPHA,</span>
+<span id="cb14-4"><a href="#cb14-4" aria-hidden="true" tabindex="-1"></a>    lora_dropout<span class="op">=</span>LORA_DROPOUT,</span>
+<span id="cb14-5"><a href="#cb14-5" aria-hidden="true" tabindex="-1"></a>    r<span class="op">=</span>LORA_R,</span>
+<span id="cb14-6"><a href="#cb14-6" aria-hidden="true" tabindex="-1"></a>    bias<span class="op">=</span><span class="st">"none"</span>,</span>
+<span id="cb14-7"><a href="#cb14-7" aria-hidden="true" tabindex="-1"></a>    task_type<span class="op">=</span><span class="st">"CAUSAL_LM"</span>,</span>
+<span id="cb14-8"><a href="#cb14-8" aria-hidden="true" tabindex="-1"></a>    target_modules<span class="op">=</span>LORA_TARGET_MODULES.split(<span class="st">","</span>),</span>
+<span id="cb14-9"><a href="#cb14-9" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb14-10"><a href="#cb14-10" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb14-11"><a href="#cb14-11" aria-hidden="true" tabindex="-1"></a>model <span class="op">=</span> get_peft_model(model, peft_config)</span>
+<span id="cb14-12"><a href="#cb14-12" aria-hidden="true" tabindex="-1"></a>model.print_trainable_parameters()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>trainable params: 5,554,176 || all params: 1,142,761,472 || trainable%: 0.4860310866343243</code></pre>
+</div>
+</div>
+<p>As you can see, by applying LoRA technique we will now need to train less than 1% of the parameters.</p>
+</section>
+<section id="train-the-model" class="level2">
+<h2 class="anchored" data-anchor-id="train-the-model">Train the model</h2>
+<p>Now that we have prepared the data, and optimized the model, we are ready to bring everything together to start the training.</p>
+<p>To instantiate a <code>Trainer</code>, you need to define the training configuration. The most important is the <code>TrainingArguments</code>, which is a class that contains all the attributes to configure the training.</p>
+<p>These are similar to any other kind of model training you may run, so we won’t go into detail here.</p>
+<div id="cell-27" class="cell">
+<div class="sourceCode cell-code" id="cb16"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb16-1"><a href="#cb16-1" aria-hidden="true" tabindex="-1"></a>train_data.start_iteration <span class="op">=</span> <span class="dv">0</span></span>
+<span id="cb16-2"><a href="#cb16-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb16-3"><a href="#cb16-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb16-4"><a href="#cb16-4" aria-hidden="true" tabindex="-1"></a>training_args <span class="op">=</span> TrainingArguments(</span>
+<span id="cb16-5"><a href="#cb16-5" aria-hidden="true" tabindex="-1"></a>    output_dir<span class="op">=</span><span class="ss">f"Your_HF_username/</span><span class="sc">{</span>OUTPUT_DIR<span class="sc">}</span><span class="ss">"</span>,</span>
+<span id="cb16-6"><a href="#cb16-6" aria-hidden="true" tabindex="-1"></a>    dataloader_drop_last<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb16-7"><a href="#cb16-7" aria-hidden="true" tabindex="-1"></a>    evaluation_strategy<span class="op">=</span><span class="st">"steps"</span>,</span>
+<span id="cb16-8"><a href="#cb16-8" aria-hidden="true" tabindex="-1"></a>    save_strategy<span class="op">=</span><span class="st">"steps"</span>,</span>
+<span id="cb16-9"><a href="#cb16-9" aria-hidden="true" tabindex="-1"></a>    max_steps<span class="op">=</span>MAX_STEPS,</span>
+<span id="cb16-10"><a href="#cb16-10" aria-hidden="true" tabindex="-1"></a>    eval_steps<span class="op">=</span>EVAL_FREQ,</span>
+<span id="cb16-11"><a href="#cb16-11" aria-hidden="true" tabindex="-1"></a>    save_steps<span class="op">=</span>SAVE_FREQ,</span>
+<span id="cb16-12"><a href="#cb16-12" aria-hidden="true" tabindex="-1"></a>    logging_steps<span class="op">=</span>LOG_FREQ,</span>
+<span id="cb16-13"><a href="#cb16-13" aria-hidden="true" tabindex="-1"></a>    per_device_train_batch_size<span class="op">=</span>BATCH_SIZE,</span>
+<span id="cb16-14"><a href="#cb16-14" aria-hidden="true" tabindex="-1"></a>    per_device_eval_batch_size<span class="op">=</span>BATCH_SIZE,</span>
+<span id="cb16-15"><a href="#cb16-15" aria-hidden="true" tabindex="-1"></a>    learning_rate<span class="op">=</span>LR,</span>
+<span id="cb16-16"><a href="#cb16-16" aria-hidden="true" tabindex="-1"></a>    lr_scheduler_type<span class="op">=</span>LR_SCHEDULER_TYPE,</span>
+<span id="cb16-17"><a href="#cb16-17" aria-hidden="true" tabindex="-1"></a>    warmup_steps<span class="op">=</span>NUM_WARMUP_STEPS,</span>
+<span id="cb16-18"><a href="#cb16-18" aria-hidden="true" tabindex="-1"></a>    gradient_accumulation_steps<span class="op">=</span>GR_ACC_STEPS,</span>
+<span id="cb16-19"><a href="#cb16-19" aria-hidden="true" tabindex="-1"></a>    gradient_checkpointing<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb16-20"><a href="#cb16-20" aria-hidden="true" tabindex="-1"></a>    fp16<span class="op">=</span>FP16,</span>
+<span id="cb16-21"><a href="#cb16-21" aria-hidden="true" tabindex="-1"></a>    bf16<span class="op">=</span>BF16,</span>
+<span id="cb16-22"><a href="#cb16-22" aria-hidden="true" tabindex="-1"></a>    weight_decay<span class="op">=</span>WEIGHT_DECAY,</span>
+<span id="cb16-23"><a href="#cb16-23" aria-hidden="true" tabindex="-1"></a>    push_to_hub<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb16-24"><a href="#cb16-24" aria-hidden="true" tabindex="-1"></a>    include_tokens_per_second<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb16-25"><a href="#cb16-25" aria-hidden="true" tabindex="-1"></a>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>As a final step, instantiate the <code>Trainer</code> and call the <code>train</code> method.</p>
+<div id="cell-29" class="cell" data-outputid="61a5bdb2-b7d0-4aed-8290-4bf20c2ccd38">
+<div class="sourceCode cell-code" id="cb17"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb17-1"><a href="#cb17-1" aria-hidden="true" tabindex="-1"></a>trainer <span class="op">=</span> Trainer(</span>
+<span id="cb17-2"><a href="#cb17-2" aria-hidden="true" tabindex="-1"></a>    model<span class="op">=</span>model, args<span class="op">=</span>training_args, train_dataset<span class="op">=</span>train_dataset, eval_dataset<span class="op">=</span>eval_dataset</span>
+<span id="cb17-3"><a href="#cb17-3" aria-hidden="true" tabindex="-1"></a>)</span>
+<span id="cb17-4"><a href="#cb17-4" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb17-5"><a href="#cb17-5" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(<span class="st">"Training..."</span>)</span>
+<span id="cb17-6"><a href="#cb17-6" aria-hidden="true" tabindex="-1"></a>trainer.train()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>Training...</code></pre>
+</div>
+<div class="cell-output cell-output-display">
+
+    <div>
+      
+      <progress value="2000" max="2000" style="width:300px; height:20px; vertical-align: middle;"></progress>
+      [2000/2000 4:16:10, Epoch 1/9223372036854775807]
+    </div>
+    
+<table class="dataframe caption-top table table-sm table-striped small" data-quarto-postprocess="true" data-border="1">
+<thead>
+<tr class="header">
+<th data-quarto-table-cell-role="th">Step</th>
+<th data-quarto-table-cell-role="th">Training Loss</th>
+<th data-quarto-table-cell-role="th">Validation Loss</th>
+</tr>
+</thead>
+<tbody>
+<tr class="odd">
+<td>100</td>
+<td>5.524600</td>
+<td>7.456872</td>
+</tr>
+<tr class="even">
+<td>200</td>
+<td>5.617800</td>
+<td>7.262190</td>
+</tr>
+<tr class="odd">
+<td>300</td>
+<td>5.129100</td>
+<td>6.410039</td>
+</tr>
+<tr class="even">
+<td>400</td>
+<td>5.052200</td>
+<td>6.306774</td>
+</tr>
+<tr class="odd">
+<td>500</td>
+<td>5.202900</td>
+<td>6.117062</td>
+</tr>
+<tr class="even">
+<td>600</td>
+<td>4.654100</td>
+<td>6.018349</td>
+</tr>
+<tr class="odd">
+<td>700</td>
+<td>5.100200</td>
+<td>6.000355</td>
+</tr>
+<tr class="even">
+<td>800</td>
+<td>5.049800</td>
+<td>5.889457</td>
+</tr>
+<tr class="odd">
+<td>900</td>
+<td>4.541200</td>
+<td>5.813823</td>
+</tr>
+<tr class="even">
+<td>1000</td>
+<td>5.000700</td>
+<td>5.834208</td>
+</tr>
+<tr class="odd">
+<td>1100</td>
+<td>5.026500</td>
+<td>5.781939</td>
+</tr>
+<tr class="even">
+<td>1200</td>
+<td>4.411800</td>
+<td>5.720596</td>
+</tr>
+<tr class="odd">
+<td>1300</td>
+<td>4.782500</td>
+<td>5.736376</td>
+</tr>
+<tr class="even">
+<td>1400</td>
+<td>4.980200</td>
+<td>5.712276</td>
+</tr>
+<tr class="odd">
+<td>1500</td>
+<td>4.368700</td>
+<td>5.689637</td>
+</tr>
+<tr class="even">
+<td>1600</td>
+<td>4.884700</td>
+<td>5.675920</td>
+</tr>
+<tr class="odd">
+<td>1700</td>
+<td>4.914400</td>
+<td>5.662421</td>
+</tr>
+<tr class="even">
+<td>1800</td>
+<td>4.248700</td>
+<td>5.660122</td>
+</tr>
+<tr class="odd">
+<td>1900</td>
+<td>4.798400</td>
+<td>5.664026</td>
+</tr>
+<tr class="even">
+<td>2000</td>
+<td>4.704200</td>
+<td>5.655665</td>
+</tr>
+</tbody>
+</table>
+<p>
+</p></div>
+<div class="cell-output cell-output-display" data-execution_count="19">
+<pre><code>TrainOutput(global_step=2000, training_loss=4.885598585128784, metrics={'train_runtime': 15380.3075, 'train_samples_per_second': 2.081, 'train_steps_per_second': 0.13, 'train_tokens_per_second': 4261.033, 'total_flos': 4.0317260660736e+17, 'train_loss': 4.885598585128784, 'epoch': 1.0})</code></pre>
+</div>
+</div>
+<p>Finally, you can push the fine-tuned model to your Hub repository to share with your team.</p>
+<div id="cell-31" class="cell">
+<div class="sourceCode cell-code" id="cb20"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb20-1"><a href="#cb20-1" aria-hidden="true" tabindex="-1"></a>trainer.push_to_hub()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+</section>
+<section id="inference" class="level2">
+<h2 class="anchored" data-anchor-id="inference">Inference</h2>
+<p>Once the model is uploaded to Hub, we can use it for inference. To do so we first initialize the original base model and its tokenizer. Next, we need to merge the fine-duned weights with the base model.</p>
+<div id="cell-33" class="cell">
+<div class="sourceCode cell-code" id="cb21"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb21-1"><a href="#cb21-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> peft <span class="im">import</span> PeftModel</span>
+<span id="cb21-2"><a href="#cb21-2" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> torch</span>
+<span id="cb21-3"><a href="#cb21-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb21-4"><a href="#cb21-4" aria-hidden="true" tabindex="-1"></a><span class="co"># load the original model first</span></span>
+<span id="cb21-5"><a href="#cb21-5" aria-hidden="true" tabindex="-1"></a>tokenizer <span class="op">=</span> AutoTokenizer.from_pretrained(MODEL, trust_remote_code<span class="op">=</span><span class="va">True</span>)</span>
+<span id="cb21-6"><a href="#cb21-6" aria-hidden="true" tabindex="-1"></a>base_model <span class="op">=</span> AutoModelForCausalLM.from_pretrained(</span>
+<span id="cb21-7"><a href="#cb21-7" aria-hidden="true" tabindex="-1"></a>    MODEL,</span>
+<span id="cb21-8"><a href="#cb21-8" aria-hidden="true" tabindex="-1"></a>    quantization_config<span class="op">=</span><span class="va">None</span>,</span>
+<span id="cb21-9"><a href="#cb21-9" aria-hidden="true" tabindex="-1"></a>    device_map<span class="op">=</span><span class="va">None</span>,</span>
+<span id="cb21-10"><a href="#cb21-10" aria-hidden="true" tabindex="-1"></a>    trust_remote_code<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb21-11"><a href="#cb21-11" aria-hidden="true" tabindex="-1"></a>    torch_dtype<span class="op">=</span>torch.bfloat16,</span>
+<span id="cb21-12"><a href="#cb21-12" aria-hidden="true" tabindex="-1"></a>).cuda()</span>
+<span id="cb21-13"><a href="#cb21-13" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb21-14"><a href="#cb21-14" aria-hidden="true" tabindex="-1"></a><span class="co"># merge fine-tuned weights with the base model</span></span>
+<span id="cb21-15"><a href="#cb21-15" aria-hidden="true" tabindex="-1"></a>peft_model_id <span class="op">=</span> <span class="ss">f"Your_HF_username/</span><span class="sc">{</span>OUTPUT_DIR<span class="sc">}</span><span class="ss">"</span></span>
+<span id="cb21-16"><a href="#cb21-16" aria-hidden="true" tabindex="-1"></a>model <span class="op">=</span> PeftModel.from_pretrained(base_model, peft_model_id)</span>
+<span id="cb21-17"><a href="#cb21-17" aria-hidden="true" tabindex="-1"></a>model.merge_and_unload()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>Now we can use the merged model for inference. For convenience, we’ll define a <code>get_code_completion</code> - feel free to experiment with text generation parameters!</p>
+<div id="cell-35" class="cell">
+<div class="sourceCode cell-code" id="cb22"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb22-1"><a href="#cb22-1" aria-hidden="true" tabindex="-1"></a><span class="kw">def</span> get_code_completion(prefix, suffix):</span>
+<span id="cb22-2"><a href="#cb22-2" aria-hidden="true" tabindex="-1"></a>    text <span class="op">=</span> prompt <span class="op">=</span> <span class="ss">f"""&lt;fim_prefix&gt;</span><span class="sc">{</span>prefix<span class="sc">}</span><span class="ss">&lt;fim_suffix&gt;</span><span class="sc">{</span>suffix<span class="sc">}</span><span class="ss">&lt;fim_middle&gt;"""</span></span>
+<span id="cb22-3"><a href="#cb22-3" aria-hidden="true" tabindex="-1"></a>    model.<span class="bu">eval</span>()</span>
+<span id="cb22-4"><a href="#cb22-4" aria-hidden="true" tabindex="-1"></a>    outputs <span class="op">=</span> model.generate(</span>
+<span id="cb22-5"><a href="#cb22-5" aria-hidden="true" tabindex="-1"></a>        input_ids<span class="op">=</span>tokenizer(text, return_tensors<span class="op">=</span><span class="st">"pt"</span>).input_ids.cuda(),</span>
+<span id="cb22-6"><a href="#cb22-6" aria-hidden="true" tabindex="-1"></a>        max_new_tokens<span class="op">=</span><span class="dv">128</span>,</span>
+<span id="cb22-7"><a href="#cb22-7" aria-hidden="true" tabindex="-1"></a>        temperature<span class="op">=</span><span class="fl">0.2</span>,</span>
+<span id="cb22-8"><a href="#cb22-8" aria-hidden="true" tabindex="-1"></a>        top_k<span class="op">=</span><span class="dv">50</span>,</span>
+<span id="cb22-9"><a href="#cb22-9" aria-hidden="true" tabindex="-1"></a>        top_p<span class="op">=</span><span class="fl">0.95</span>,</span>
+<span id="cb22-10"><a href="#cb22-10" aria-hidden="true" tabindex="-1"></a>        do_sample<span class="op">=</span><span class="va">True</span>,</span>
+<span id="cb22-11"><a href="#cb22-11" aria-hidden="true" tabindex="-1"></a>        repetition_penalty<span class="op">=</span><span class="fl">1.0</span>,</span>
+<span id="cb22-12"><a href="#cb22-12" aria-hidden="true" tabindex="-1"></a>    )</span>
+<span id="cb22-13"><a href="#cb22-13" aria-hidden="true" tabindex="-1"></a>    <span class="cf">return</span> tokenizer.batch_decode(outputs, skip_special_tokens<span class="op">=</span><span class="va">True</span>)[<span class="dv">0</span>]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</div>
+<p>Now all we need to do to get code completion is call the <code>get_code_complete</code> function and pass the first few lines that we want to be completed as a prefix, and an empty string as a suffix.</p>
+<div id="cell-37" class="cell" data-outputid="41c411ad-b7dc-4277-f975-c173888234bb">
+<div class="sourceCode cell-code" id="cb23"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb23-1"><a href="#cb23-1" aria-hidden="true" tabindex="-1"></a>prefix <span class="op">=</span> <span class="st">"""from peft import LoraConfig, TaskType, get_peft_model</span></span>
+<span id="cb23-2"><a href="#cb23-2" aria-hidden="true" tabindex="-1"></a><span class="st">from transformers import AutoModelForCausalLM</span></span>
+<span id="cb23-3"><a href="#cb23-3" aria-hidden="true" tabindex="-1"></a><span class="st">peft_config = LoraConfig(</span></span>
+<span id="cb23-4"><a href="#cb23-4" aria-hidden="true" tabindex="-1"></a><span class="st">"""</span></span>
+<span id="cb23-5"><a href="#cb23-5" aria-hidden="true" tabindex="-1"></a>suffix <span class="op">=</span><span class="st">""""""</span></span>
+<span id="cb23-6"><a href="#cb23-6" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb23-7"><a href="#cb23-7" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(get_code_completion(prefix, suffix))</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>from peft import LoraConfig, TaskType, get_peft_model
+from transformers import AutoModelForCausalLM
+peft_config = LoraConfig(
+    task_type=TaskType.CAUSAL_LM,
+    r=8,
+    lora_alpha=32,
+    target_modules=["q_proj", "v_proj"],
+    lora_dropout=0.1,
+    bias="none",
+    modules_to_save=["q_proj", "v_proj"],
+    inference_mode=False,
+)
+model = AutoModelForCausalLM.from_pretrained("gpt2")
+model = get_peft_model(model, peft_config)
+model.print_trainable_parameters()</code></pre>
+</div>
+</div>
+<p>As someone who has just used the PEFT library earlier in this notebook, you can see that the generated result for creating a <code>LoraConfig</code> is rather good!</p>
+<p>If you go back to the cell where we instantiate the model for inference, and comment out the lines where we merge the fine-tuned weights, you can see what the original model would’ve generated for the exact same prefix:</p>
+<div id="cell-39" class="cell" data-outputid="c6d597a2-01da-4d25-a32f-3a551212c5b4">
+<div class="sourceCode cell-code" id="cb25"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb25-1"><a href="#cb25-1" aria-hidden="true" tabindex="-1"></a>prefix <span class="op">=</span> <span class="st">"""from peft import LoraConfig, TaskType, get_peft_model</span></span>
+<span id="cb25-2"><a href="#cb25-2" aria-hidden="true" tabindex="-1"></a><span class="st">from transformers import AutoModelForCausalLM</span></span>
+<span id="cb25-3"><a href="#cb25-3" aria-hidden="true" tabindex="-1"></a><span class="st">peft_config = LoraConfig(</span></span>
+<span id="cb25-4"><a href="#cb25-4" aria-hidden="true" tabindex="-1"></a><span class="st">"""</span></span>
+<span id="cb25-5"><a href="#cb25-5" aria-hidden="true" tabindex="-1"></a>suffix <span class="op">=</span><span class="st">""""""</span></span>
+<span id="cb25-6"><a href="#cb25-6" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb25-7"><a href="#cb25-7" aria-hidden="true" tabindex="-1"></a><span class="bu">print</span>(get_code_completion(prefix, suffix))</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="cell-output cell-output-stdout">
+<pre><code>from peft import LoraConfig, TaskType, get_peft_model
+from transformers import AutoModelForCausalLM
+peft_config = LoraConfig(
+    model_name_or_path="facebook/wav2vec2-base-960h",
+    num_labels=1,
+    num_features=1,
+    num_hidden_layers=1,
+    num_attention_heads=1,
+    num_hidden_layers_per_attention_head=1,
+    num_attention_heads_per_hidden_layer=1,
+    hidden_size=1024,
+    hidden_dropout_prob=0.1,
+    hidden_act="gelu",
+    hidden_act_dropout_prob=0.1,
+    hidden</code></pre>
+</div>
+</div>
+<p>While it is Python syntax, you can see that the original model has no understanding of what a <code>LoraConfig</code> should be doing.</p>
+<p>To learn how this kind of fine-tuning compares to full fine-tuning, and how to use a model like this as your copilot in VS Code via Inference Endpoints, or locally, check out the <a href="https://huggingface.co/blog/personal-copilot">“Personal Copilot: Train Your Own Coding Assistant” blog post</a>. This notebook complements the original blog post.</p>
+
+
+</section>
+</section>
+
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+  <title>Open-Source AI Cookbook – Optimizing LLM Performance Using Triton</title>
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+</head>
+<body class="quarto-dark">
+  <div class="reveal">
+    <div class="slides">
+
+<section id="title-slide" class="quarto-title-block center">
+  <h1 class="title">Optimizing LLM Performance Using Triton</h1>
+
+<div class="quarto-title-authors">
+<div class="quarto-title-author">
+<div class="quarto-title-author-name">
+Matej Sirovatka 
+</div>
+</div>
+</div>
+
+  <p class="date">2025-02-21</p>
+</section>
+<section id="whoami" class="slide level2">
+<h2><code>whoami</code></h2>
+<ul>
+<li>My name is Matej</li>
+<li>I’m a Master’s student at the Brno University of Technology</li>
+<li>I currently make GPUs go <code>brrrrrr</code> at Hugging Face 🤗</li>
+</ul>
+</section>
+<section id="what-is-triton" class="slide level2">
+<h2><code>What is Triton?</code></h2>
+<ul>
+<li>NVIDIA’s open-source programming language for GPU kernels</li>
+<li>Designed for AI/ML workloads</li>
+<li>Simplifies GPU programming compared to CUDA</li>
+</ul>
+
+<img data-src="media/optim_scale.png" class="center quarto-figure quarto-figure-center r-stretch"></section>
+<section id="why-optimize-with-triton" class="slide level2">
+<h2><code>Why Optimize with Triton?</code></h2>
+<ul>
+<li>Simple yet effective</li>
+<li>Less headache than CUDA</li>
+<li>GPUs go <code>brrrrrrr</code> 🚀</li>
+<li>Feel cool when your kernel is faster than PyTorch 😎</li>
+</ul>
+</section>
+<section id="example-problem-kl-divergence" class="slide level2">
+<h2><code>Example Problem: KL Divergence</code></h2>
+<ul>
+<li>commonly used in LLMs for knowledge distillation</li>
+<li>for probability distributions <span class="math inline">\(P\)</span> and <span class="math inline">\(Q\)</span>, the Kullback-Leibler divergence is defined as:</li>
+</ul>
+<p><span class="math display">\[
+D_{KL}(P \| Q) = \sum_{i} P_i \log\left(\frac{P_i}{Q_i}\right)
+\]</span></p>
+<div class="sourceCode" id="cb1"><pre class="sourceCode numberSource python number-lines code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a></a><span class="im">import</span> torch</span>
+<span id="cb1-2"><a></a><span class="im">from</span> torch.nn.functional <span class="im">import</span> kl_div</span>
+<span id="cb1-3"><a></a></span>
+<span id="cb1-4"><a></a><span class="kw">def</span> kl_div_torch(p: torch.Tensor, q: torch.Tensor) <span class="op">-&gt;</span> torch.Tensor:</span>
+<span id="cb1-5"><a></a>    <span class="cf">return</span> kl_div(p, q, reduction<span class="op">=</span><span class="st">'none'</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</section>
+<section id="how-about-triton" class="slide level2">
+<h2><code>How about Triton?</code></h2>
+<div class="sourceCode" id="cb2"><pre class="sourceCode numberSource python number-lines code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a></a><span class="im">import</span> triton.language <span class="im">as</span> tl</span>
+<span id="cb2-2"><a></a></span>
+<span id="cb2-3"><a></a><span class="at">@triton.jit</span></span>
+<span id="cb2-4"><a></a><span class="kw">def</span> kl_div_triton(</span>
+<span id="cb2-5"><a></a>    p_ptr, q_ptr, output_ptr, n_elements, BLOCK_SIZE: tl.constexpr</span>
+<span id="cb2-6"><a></a>):</span>
+<span id="cb2-7"><a></a>    pid <span class="op">=</span> tl.program_id(<span class="dv">0</span>)</span>
+<span id="cb2-8"><a></a>    block_start <span class="op">=</span> pid <span class="op">*</span> BLOCK_SIZE</span>
+<span id="cb2-9"><a></a>    offsets <span class="op">=</span> block_start <span class="op">+</span> tl.arange(<span class="dv">0</span>, BLOCK_SIZE)</span>
+<span id="cb2-10"><a></a>    mask <span class="op">=</span> offsets <span class="op">&lt;</span> n_elements</span>
+<span id="cb2-11"><a></a>    </span>
+<span id="cb2-12"><a></a>    p <span class="op">=</span> tl.load(p_ptr <span class="op">+</span> offsets, mask<span class="op">=</span>mask)</span>
+<span id="cb2-13"><a></a>    q <span class="op">=</span> tl.load(q_ptr <span class="op">+</span> offsets, mask<span class="op">=</span>mask)</span>
+<span id="cb2-14"><a></a>    </span>
+<span id="cb2-15"><a></a>    output <span class="op">=</span> p <span class="op">*</span> (tl.log(p) <span class="op">-</span> tl.log(q))</span>
+<span id="cb2-16"><a></a>    </span>
+<span id="cb2-17"><a></a>    tl.store(output_ptr <span class="op">+</span> offsets, output, mask<span class="op">=</span>mask)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</section>
+<section id="how-to-integrate-with-pytorch" class="slide level2">
+<h2><code>How to integrate with PyTorch?</code></h2>
+<ul>
+<li>Triton works with pointers</li>
+<li>How to use our custom kernel with PyTorch autograd?</li>
+</ul>
+<div class="sourceCode" id="cb3"><pre class="sourceCode numberSource python number-lines code-with-copy"><code class="sourceCode python"><span id="cb3-1"><a></a><span class="im">import</span> torch</span>
+<span id="cb3-2"><a></a></span>
+<span id="cb3-3"><a></a><span class="kw">class</span> VectorAdd(torch.autograd.Function):</span>
+<span id="cb3-4"><a></a>    <span class="at">@staticmethod</span></span>
+<span id="cb3-5"><a></a>    <span class="kw">def</span> forward(ctx, p, q):</span>
+<span id="cb3-6"><a></a>        ctx.save_for_backward(q)</span>
+<span id="cb3-7"><a></a>        output <span class="op">=</span> torch.empty_like(p)</span>
+<span id="cb3-8"><a></a>        grid <span class="op">=</span> (<span class="bu">len</span>(p) <span class="op">+</span> <span class="dv">512</span> <span class="op">-</span> <span class="dv">1</span>) <span class="op">//</span> <span class="dv">512</span></span>
+<span id="cb3-9"><a></a>        kl_div_triton[grid](p, q, output, <span class="bu">len</span>(p), BLOCK_SIZE<span class="op">=</span><span class="dv">512</span>)</span>
+<span id="cb3-10"><a></a>        <span class="cf">return</span> output</span>
+<span id="cb3-11"><a></a></span>
+<span id="cb3-12"><a></a>    <span class="at">@staticmethod</span></span>
+<span id="cb3-13"><a></a>    <span class="kw">def</span> backward(ctx, grad_output):</span>
+<span id="cb3-14"><a></a>        q <span class="op">=</span> ctx.saved_tensors[<span class="dv">0</span>]</span>
+<span id="cb3-15"><a></a>        <span class="co"># Calculate gradients (another triton kernel)</span></span>
+<span id="cb3-16"><a></a>        <span class="cf">return</span> ...</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</section>
+<section id="some-benchmarks" class="slide level2">
+<h2><code>Some benchmarks</code></h2>
+<ul>
+<li>A KL Divergence kernel that is currently used in <a href="https://github.com/linkedin/liger-kernel">Liger Kernel</a> written by <span class="citation" data-cites="me">@me</span></li>
+</ul>
+<div class="columns">
+<div class="column" style="width:50%;">
+<div class="quarto-figure quarto-figure-center">
+<figure>
+<p><img data-src="media/kl_mem.png" class="center quarto-figure quarto-figure-center"></p>
+</figure>
+</div>
+</div><div class="column" style="width:50%;">
+<div class="quarto-figure quarto-figure-center">
+<figure>
+<p><img data-src="media/kl_speed.png" class="center quarto-figure quarto-figure-center"></p>
+</figure>
+</div>
+</div></div>
+</section>
+<section id="do-i-have-to-write-everything" class="slide level2">
+<h2><code>Do I have to write everything?</code></h2>
+<ul>
+<li>TLDR: No</li>
+<li>Many cool projects already using Triton</li>
+<li>Better Integration with PyTorch and even Hugging Face 🤗</li>
+<li>Liger Kernel, Unsloth AI, etc.</li>
+</ul>
+<div class="columns">
+<div class="column" style="width:50%;">
+<div class="quarto-figure quarto-figure-center">
+<figure>
+<p><img data-src="media/unsloth.png" class="center quarto-figure quarto-figure-center"></p>
+</figure>
+</div>
+</div><div class="column" style="width:50%;">
+<div class="quarto-figure quarto-figure-center">
+<figure>
+<p><img data-src="media/liger.png" class="center quarto-figure quarto-figure-center"></p>
+</figure>
+</div>
+</div></div>
+</section>
+<section id="so-how-can-i-use-this-in-my-llm" class="slide level2">
+<h2><code>So how can I use this in my LLM? 🚀</code></h2>
+<ul>
+<li>Liger Kernel is a great example, providing examples of how to integrate with Hugging Face 🤗 Trainer</li>
+</ul>
+<div class="sourceCode" id="cb4"><pre class="sourceCode numberSource diff number-lines code-with-copy"><code class="sourceCode diff"><span id="cb4-1"><a></a><span class="st">- from transformers import AutoModelForCausalLM</span></span>
+<span id="cb4-2"><a></a><span class="va">+ from liger_kernel.transformers import AutoLigerKernelForCausalLM</span></span>
+<span id="cb4-3"><a></a></span>
+<span id="cb4-4"><a></a>model_path = "meta-llama/Meta-Llama-3-8B-Instruct"</span>
+<span id="cb4-5"><a></a></span>
+<span id="cb4-6"><a></a><span class="st">- model = AutoModelForCausalLM.from_pretrained(model_path)</span></span>
+<span id="cb4-7"><a></a><span class="va">+ model = AutoLigerKernelForCausalLM.from_pretrained(model_path)</span></span>
+<span id="cb4-8"><a></a></span>
+<span id="cb4-9"><a></a># training/inference logic...</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+</section>
+<section id="key-optimization-techniques-adapted-by-liger-kernel" class="slide level2">
+<h2><code>Key Optimization Techniques adapted by Liger Kernel</code></h2>
+<ul>
+<li>Kernel Fusion</li>
+<li>Domain-specific optimizations</li>
+<li>Memory Access Patterns</li>
+<li>Preemptive memory freeing</li>
+</ul>
+</section>
+<section id="aaand-some-more-benchmarks" class="slide level2">
+<h2><code>Aaand some more benchmarks 🚀</code></h2>
+<div class="columns">
+<div class="column" style="width:50%;">
+<div class="quarto-figure quarto-figure-center">
+<figure>
+<p><img data-src="media/PMA.png" class="quarto-figure quarto-figure-center"></p>
+</figure>
+</div>
+</div><div class="column" style="width:50%;">
+<div class="quarto-figure quarto-figure-center">
+<figure>
+<p><img data-src="media/PMR.png" class="quarto-figure quarto-figure-center"></p>
+</figure>
+</div>
+</div></div>
+</section>
+<section id="last-benchmark-i-promise..." class="slide level2">
+<h2><code>Last benchmark I promise...</code></h2>
+<p><img data-src="media/TPS.png" style="width:50.0%;height:50.0%"></p>
+<div>
+<p><em>Attention is all you need, so I thank you for yours!</em> 🤗</p>
+</div>
+
+
+</section>
+    </div>
+  <div class="quarto-auto-generated-content" style="display: none;">
+<div class="footer footer-default">
+
+</div>
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+
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diff --git a/src/_site/search.json b/src/_site/search.json
new file mode 100644
index 0000000000000000000000000000000000000000..98702576435ea189f5aa8a45b015b590a66a10db
--- /dev/null
+++ b/src/_site/search.json
@@ -0,0 +1,585 @@
+[
+  {
+    "objectID": "notebooks/faiss.html",
+    "href": "notebooks/faiss.html",
+    "title": "Similarity Search",
+    "section": "",
+    "text": "Authored by: Merve Noyan\nEmbeddings are semantically meaningful compressions of information. They can be used to do similarity search, zero-shot classification or simply train a new model. Use cases for similarity search include searching for similar products in e-commerce, content search in social media and more. This notebook walks you through using 🤗transformers, 🤗datasets and FAISS to create and index embeddings from a feature extraction model to later use them for similarity search. Let’s install necessary libraries.\n\n!pip install -q datasets faiss-gpu transformers sentencepiece\n\nFor this tutorial, we will use CLIP model to extract the features. CLIP is a revolutionary model that introduced joint training of a text encoder and an image encoder to connect two modalities.\n\nimport torch\nfrom PIL import Image\nfrom transformers import AutoImageProcessor, AutoModel, AutoTokenizer\nimport faiss\nimport numpy as np\n\ndevice = torch.device('cuda' if torch.cuda.is_available() else \"cpu\")\n\nmodel = AutoModel.from_pretrained(\"openai/clip-vit-base-patch16\").to(device)\nprocessor = AutoImageProcessor.from_pretrained(\"openai/clip-vit-base-patch16\")\ntokenizer = AutoTokenizer.from_pretrained(\"openai/clip-vit-base-patch16\")\n\nLoad the dataset. To keep this notebook light, we will use a small captioning dataset, jmhessel/newyorker_caption_contest.\n\nfrom datasets import load_dataset\n\nds = load_dataset(\"jmhessel/newyorker_caption_contest\", \"explanation\")\n\nSee an example.\n\nds[\"train\"][0][\"image\"]\n\n\n\n\n\n\n\n\n\nds[\"train\"][0][\"image_description\"]\n\n'Two women are looking out a window. There is snow outside, and there is a snowman with human arms.'\n\n\nWe don’t have to write any function to embed examples or create an index. 🤗 datasets library’s FAISS integration abstracts these processes. We can simply use map method of the dataset to create a new column with the embeddings for each example like below. Let’s create one for text features on the prompt column.\n\ndataset = ds[\"train\"]\nds_with_embeddings = dataset.map(lambda example:\n                                {'embeddings': model.get_text_features(\n                                    **tokenizer([example[\"image_description\"]],\n                                                truncation=True, return_tensors=\"pt\")\n                                    .to(\"cuda\"))[0].detach().cpu().numpy()})\n\n\nds_with_embeddings.add_faiss_index(column='embeddings')\n\nWe can do the same and get the image embeddings.\n\nds_with_embeddings = ds_with_embeddings.map(lambda example:\n                                          {'image_embeddings': model.get_image_features(\n                                              **processor([example[\"image\"]], return_tensors=\"pt\")\n                                              .to(\"cuda\"))[0].detach().cpu().numpy()})\n\n\nds_with_embeddings.add_faiss_index(column='image_embeddings')\n\n\n\nWe can now query the dataset with text or image to get similar items from it.\n\nprmt = \"a snowy day\"\nprmt_embedding = model.get_text_features(**tokenizer([prmt], return_tensors=\"pt\", truncation=True).to(\"cuda\"))[0].detach().cpu().numpy()\nscores, retrieved_examples = ds_with_embeddings.get_nearest_examples('embeddings', prmt_embedding, k=1)\n\n\ndef downscale_images(image):\n  width = 200\n  ratio = (width / float(image.size[0]))\n  height = int((float(image.size[1]) * float(ratio)))\n  img = image.resize((width, height), Image.Resampling.LANCZOS)\n  return img\n\nimages = [downscale_images(image) for image in retrieved_examples[\"image\"]]\n# see the closest text and image\nprint(retrieved_examples[\"image_description\"])\ndisplay(images[0])\n\n\n['A man is in the snow. A boy with a huge snow shovel is there too. They are outside a house.']\n\n\n\n\n\n\n\n\n\n\n\n\nImage similarity inference is similar, where you just call get_image_features.\n\nimport requests\n# image of a beaver\nurl = \"https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/transformers/beaver.png\"\nimage = Image.open(requests.get(url, stream=True).raw)\ndisplay(downscale_images(image))\n\n\n\n\n\n\n\n\nSearch for the similar image.\n\nimg_embedding = model.get_image_features(**processor([image], return_tensors=\"pt\", truncation=True).to(\"cuda\"))[0].detach().cpu().numpy()\nscores, retrieved_examples = ds_with_embeddings.get_nearest_examples('image_embeddings', img_embedding, k=1)\n\nDisplay the most similar image to the beaver image.\n\nimages = [downscale_images(image) for image in retrieved_examples[\"image\"]]\n# see the closest text and image\nprint(retrieved_examples[\"image_description\"])\ndisplay(images[0])\n\n['Salmon swim upstream but they see a grizzly bear and are in shock. The bear has a smug look on his face when he sees the salmon.']\n\n\n\n\n\n\n\n\n\n\n\n\nWe can save the dataset with embeddings with save_faiss_index.\n\nds_with_embeddings.save_faiss_index('embeddings', 'embeddings/embeddings.faiss')\n\n\nds_with_embeddings.save_faiss_index('image_embeddings', 'embeddings/image_embeddings.faiss')\n\nIt’s a good practice to store the embeddings in a dataset repository, so we will create one and push our embeddings there to pull later. We will login to Hugging Face Hub, create a dataset repository there and push our indexes there and load using snapshot_download.\n\nfrom huggingface_hub import HfApi, notebook_login, snapshot_download\nnotebook_login()\n\n\nfrom huggingface_hub import HfApi\napi = HfApi()\napi.create_repo(\"merve/faiss_embeddings\", repo_type=\"dataset\")\napi.upload_folder(\n    folder_path=\"./embeddings\",\n    repo_id=\"merve/faiss_embeddings\",\n    repo_type=\"dataset\",\n)\n\n\nsnapshot_download(repo_id=\"merve/faiss_embeddings\", repo_type=\"dataset\",\n                  local_dir=\"downloaded_embeddings\")\n\nWe can load the embeddings to the dataset with no embeddings using load_faiss_index.\n\nds = ds[\"train\"]\nds.load_faiss_index('embeddings', './downloaded_embeddings/embeddings.faiss')\n# infer again\nprmt = \"people under the rain\"\n\n\nprmt_embedding = model.get_text_features(\n                        **tokenizer([prmt], return_tensors=\"pt\", truncation=True)\n                        .to(\"cuda\"))[0].detach().cpu().numpy()\n\nscores, retrieved_examples = ds.get_nearest_examples('embeddings', prmt_embedding, k=1)\n\n\ndisplay(retrieved_examples[\"image\"][0])",
+    "crumbs": [
+      "Open-Source AI Cookbook",
+      "Additional Techniques",
+      "FAISS for Efficient Search"
+    ]
+  },
+  {
+    "objectID": "notebooks/faiss.html#querying-the-data-with-text-prompts",
+    "href": "notebooks/faiss.html#querying-the-data-with-text-prompts",
+    "title": "Similarity Search",
+    "section": "",
+    "text": "We can now query the dataset with text or image to get similar items from it.\n\nprmt = \"a snowy day\"\nprmt_embedding = model.get_text_features(**tokenizer([prmt], return_tensors=\"pt\", truncation=True).to(\"cuda\"))[0].detach().cpu().numpy()\nscores, retrieved_examples = ds_with_embeddings.get_nearest_examples('embeddings', prmt_embedding, k=1)\n\n\ndef downscale_images(image):\n  width = 200\n  ratio = (width / float(image.size[0]))\n  height = int((float(image.size[1]) * float(ratio)))\n  img = image.resize((width, height), Image.Resampling.LANCZOS)\n  return img\n\nimages = [downscale_images(image) for image in retrieved_examples[\"image\"]]\n# see the closest text and image\nprint(retrieved_examples[\"image_description\"])\ndisplay(images[0])\n\n\n['A man is in the snow. A boy with a huge snow shovel is there too. They are outside a house.']",
+    "crumbs": [
+      "Open-Source AI Cookbook",
+      "Additional Techniques",
+      "FAISS for Efficient Search"
+    ]
+  },
+  {
+    "objectID": "notebooks/faiss.html#querying-the-data-with-image-prompts",
+    "href": "notebooks/faiss.html#querying-the-data-with-image-prompts",
+    "title": "Similarity Search",
+    "section": "",
+    "text": "Image similarity inference is similar, where you just call get_image_features.\n\nimport requests\n# image of a beaver\nurl = \"https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/transformers/beaver.png\"\nimage = Image.open(requests.get(url, stream=True).raw)\ndisplay(downscale_images(image))\n\n\n\n\n\n\n\n\nSearch for the similar image.\n\nimg_embedding = model.get_image_features(**processor([image], return_tensors=\"pt\", truncation=True).to(\"cuda\"))[0].detach().cpu().numpy()\nscores, retrieved_examples = ds_with_embeddings.get_nearest_examples('image_embeddings', img_embedding, k=1)\n\nDisplay the most similar image to the beaver image.\n\nimages = [downscale_images(image) for image in retrieved_examples[\"image\"]]\n# see the closest text and image\nprint(retrieved_examples[\"image_description\"])\ndisplay(images[0])\n\n['Salmon swim upstream but they see a grizzly bear and are in shock. The bear has a smug look on his face when he sees the salmon.']",
+    "crumbs": [
+      "Open-Source AI Cookbook",
+      "Additional Techniques",
+      "FAISS for Efficient Search"
+    ]
+  },
+  {
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+    "text": "We can save the dataset with embeddings with save_faiss_index.\n\nds_with_embeddings.save_faiss_index('embeddings', 'embeddings/embeddings.faiss')\n\n\nds_with_embeddings.save_faiss_index('image_embeddings', 'embeddings/image_embeddings.faiss')\n\nIt’s a good practice to store the embeddings in a dataset repository, so we will create one and push our embeddings there to pull later. We will login to Hugging Face Hub, create a dataset repository there and push our indexes there and load using snapshot_download.\n\nfrom huggingface_hub import HfApi, notebook_login, snapshot_download\nnotebook_login()\n\n\nfrom huggingface_hub import HfApi\napi = HfApi()\napi.create_repo(\"merve/faiss_embeddings\", repo_type=\"dataset\")\napi.upload_folder(\n    folder_path=\"./embeddings\",\n    repo_id=\"merve/faiss_embeddings\",\n    repo_type=\"dataset\",\n)\n\n\nsnapshot_download(repo_id=\"merve/faiss_embeddings\", repo_type=\"dataset\",\n                  local_dir=\"downloaded_embeddings\")\n\nWe can load the embeddings to the dataset with no embeddings using load_faiss_index.\n\nds = ds[\"train\"]\nds.load_faiss_index('embeddings', './downloaded_embeddings/embeddings.faiss')\n# infer again\nprmt = \"people under the rain\"\n\n\nprmt_embedding = model.get_text_features(\n                        **tokenizer([prmt], return_tensors=\"pt\", truncation=True)\n                        .to(\"cuda\"))[0].detach().cpu().numpy()\n\nscores, retrieved_examples = ds.get_nearest_examples('embeddings', prmt_embedding, k=1)\n\n\ndisplay(retrieved_examples[\"image\"][0])",
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+    "text": "!pip install -q torch transformers accelerate bitsandbytes transformers sentence-transformers faiss-gpu\n!pip install -q langchain",
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+    "text": "Prepare the data\nIn this example, we’ll load all of the issues (both open and closed) from PEFT library’s repo.\nFirst, you need to acquire a GitHub personal access token to access the GitHub API.\n\nfrom getpass import getpass\n\n1ACCESS_TOKEN = getpass(\"YOUR_GITHUB_PERSONAL_TOKEN\")\n\n\n1\n\nYou can also use an environment variable to store your token.\n\n\n\n\nNext, we’ll load all of the issues in the huggingface/peft repo: - By default, pull requests are considered issues as well, here we chose to exclude them from data with by setting include_prs=False - Setting state = \"all\" means we will load both open and closed issues.\n\nfrom langchain.document_loaders import GitHubIssuesLoader\n\nloader = GitHubIssuesLoader(\n    repo=\"huggingface/peft\",\n    access_token=ACCESS_TOKEN,\n    include_prs=False,\n    state=\"all\"\n)\n\ndocs = loader.load()\n\nThe content of individual GitHub issues may be longer than what an embedding model can take as input. If we want to embed all of the available content, we need to chunk the documents into appropriately sized pieces.\nThe most common and straightforward approach to chunking is to define a fixed size of chunks and whether there should be any overlap between them. Keeping some overlap between chunks allows us to preserve some semantic context between the chunks.\nOther approaches are typically more involved and take into account the documents’ structure and context. For example, one may want to split a document based on sentences or paragraphs, or create chunks based on the\nThe fixed-size chunking, however, works well for most common cases, so that is what we’ll do here.\n\nfrom langchain.text_splitter import CharacterTextSplitter\n\nsplitter = CharacterTextSplitter(chunk_size=512, chunk_overlap=30)\n\nchunked_docs = splitter.split_documents(docs)",
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+    "text": "Create the embeddings + retriever\nNow that the docs are all of the appropriate size, we can create a database with their embeddings.\nTo create document chunk embeddings we’ll use the HuggingFaceEmbeddings and the BAAI/bge-base-en-v1.5 embeddings model. To create the vector database, we’ll use FAISS, a library developed by Facebook AI. This library offers efficient similarity search and clustering of dense vectors, which is what we need here. FAISS is currently one of the most used libraries for NN search in massive datasets.\n\n\n\n\n\n\nTip\n\n\n\nThere are many other embeddings models available on the Hub, and you can keep an eye on the best performing ones by checking the Massive Text Embedding Benchmark (MTEB) Leaderboard.\n\n\nWe’ll access both the embeddings model and FAISS via LangChain API.\n\nfrom langchain.vectorstores import FAISS\nfrom langchain.embeddings import HuggingFaceEmbeddings\n\ndb = FAISS.from_documents(chunked_docs,\n                          HuggingFaceEmbeddings(model_name='BAAI/bge-base-en-v1.5'))\n\nWe need a way to return(retrieve) the documents given an unstructured query. For that, we’ll use the as_retriever method using the db as a backbone: - search_type=\"similarity\" means we want to perform similarity search between the query and documents - search_kwargs={'k': 4} instructs the retriever to return top 4 results.\n\nretriever = db.as_retriever(\n1    search_type=\"similarity\",\n    search_kwargs={'k': 4}\n)\n\n\n1\n\nThe ideal search type is context dependent, and you should experiment to find the best one for your data.\n\n\n\n\nThe vector database and retriever are now set up, next we need to set up the next piece of the chain - the model.",
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+    "text": "Load quantized model\nFor this example, we chose HuggingFaceH4/zephyr-7b-beta, a small but powerful model. To make inference faster, we will load the quantized version of the model:\n\n\n\n\n\n\nTip\n\n\n\nWith many models being released every week, you may want to substitute this model to the latest and greatest. The best way to keep track of open source LLMs is to check the Open-source LLM leaderboard.\n\n\n\nimport torch\nfrom transformers import AutoTokenizer, AutoModelForCausalLM, BitsAndBytesConfig\n\nmodel_name = 'HuggingFaceH4/zephyr-7b-beta'\n\nbnb_config = BitsAndBytesConfig(\n    load_in_4bit=True,\n    bnb_4bit_use_double_quant=True,\n    bnb_4bit_quant_type=\"nf4\",\n    bnb_4bit_compute_dtype=torch.bfloat16\n)\n\nmodel = AutoModelForCausalLM.from_pretrained(model_name, quantization_config=bnb_config)\ntokenizer = AutoTokenizer.from_pretrained(model_name)",
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+    "text": "Setup the LLM chain\nFinally, we have all the pieces we need to set up the LLM chain.\nFirst, create a text_generation pipeline using the loaded model and its tokenizer.\nNext, create a prompt template - this should follow the format of the model, so if you substitute the model checkpoint, make sure to use the appropriate formatting.\n\nfrom langchain.llms import HuggingFacePipeline\nfrom langchain.prompts import PromptTemplate\nfrom transformers import pipeline\nfrom langchain_core.output_parsers import StrOutputParser\n\ntext_generation_pipeline = pipeline(\n1    model=model,\n2    tokenizer=tokenizer,\n3    task=\"text-generation\",\n4    temperature=0.2,\n5    do_sample=True,\n6    repetition_penalty=1.1,\n7    return_full_text=True,\n8    max_new_tokens=400,\n)\n\nllm = HuggingFacePipeline(pipeline=text_generation_pipeline)\n\nprompt_template = \"\"\"\n&lt;|system|&gt;\nAnswer the question based on your knowledge. Use the following context to help:\n\n{context}\n\n&lt;/s&gt;\n&lt;|user|&gt;\n{question}\n&lt;/s&gt;\n&lt;|assistant|&gt;\n\n \"\"\"\n\nprompt = PromptTemplate(\n    input_variables=[\"context\", \"question\"],\n    template=prompt_template,\n)\n\nllm_chain = prompt | llm | StrOutputParser()\n\n\n1\n\nThe pre-trained model for text generation.\n\n2\n\nTokenizer to preprocess input text and postprocess generated output.\n\n3\n\nSpecifies the task as text generation.\n\n4\n\nControls the randomness in the output generation. Lower values make the output more deterministic.\n\n5\n\nEnables sampling to introduce randomness in the output generation.\n\n6\n\nPenalizes repetition in the output to encourage diversity.\n\n7\n\nReturns the full generated text including the input prompt.\n\n8\n\nLimits the maximum number of new tokens generated.\n\n\n\n\nNote: You can also use tokenizer.apply_chat_template to convert a list of messages (as dicts: {'role': 'user', 'content': '(...)'}) into a string with the appropriate chat format.\nFinally, we need to combine the llm_chain with the retriever to create a RAG chain. We pass the original question through to the final generation step, as well as the retrieved context docs:\n\nfrom langchain_core.runnables import RunnablePassthrough\n\nretriever = db.as_retriever()\n\nrag_chain = (\n {\"context\": retriever, \"question\": RunnablePassthrough()}\n    | llm_chain\n)",
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+    "text": "Compare the results\nLet’s see the difference RAG makes in generating answers to the library-specific questions.\n\nquestion = \"How do you combine multiple adapters?\"\n\nFirst, let’s see what kind of answer we can get with just the model itself, no context added:\n\nllm_chain.invoke({\"context\":\"\", \"question\": question})\n\nAs you can see, the model interpreted the question as one about physical computer adapters, while in the context of PEFT, “adapters” refer to LoRA adapters. Let’s see if adding context from GitHub issues helps the model give a more relevant answer:\n\nrag_chain.invoke(question)\n\nAs we can see, the added context, really helps the exact same model, provide a much more relevant and informed answer to the library-specific question.\nNotably, combining multiple adapters for inference has been added to the library, and one can find this information in the documentation, so for the next iteration of this RAG it may be worth including documentation embeddings.",
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+    "text": "This notebook demonstrates how you can build an advanced RAG (Retrieval Augmented Generation) for answering a user’s question about a specific knowledge base (here, the HuggingFace documentation), using LangChain.\nFor an introduction to RAG, you can check this other cookbook!\nRAG systems are complex, with many moving parts: here a RAG diagram, where we noted in blue all possibilities for system enhancement:\n\n\n\n\n\n\n\nNote\n\n\n\n💡 As you can see, there are many steps to tune in this architecture: tuning the system properly will yield significant performance gains.\n\n\nIn this notebook, we will take a look into many of these blue notes to see how to tune your RAG system and get the best performance.\nLet’s dig into the model building! First, we install the required model dependancies.\n\n!pip install -q torch transformers transformers accelerate bitsandbytes langchain sentence-transformers faiss-gpu openpyxl pacmap\n\n\n%reload_ext dotenv\n%dotenv\n\n\nfrom tqdm.notebook import tqdm\nimport pandas as pd\nfrom typing import Optional, List, Tuple\nfrom datasets import Dataset\nimport matplotlib.pyplot as plt\n\npd.set_option(\n1    \"display.max_colwidth\", None\n) \n\n\n1\n\nThis will be helpful when visualizing retriever outputs\n\n\n\n\n\nLoad your knowledge base\n\nimport datasets\n\nds = datasets.load_dataset(\"m-ric/huggingface_doc\", split=\"train\")\n\n\nfrom langchain.docstore.document import Document as LangchainDocument\n\nRAW_KNOWLEDGE_BASE = [\n    LangchainDocument(page_content=doc[\"text\"], metadata={\"source\": doc[\"source\"]})\n    for doc in tqdm(ds)\n]\n\n\n\n1. Retriever - embeddings 🗂️\nThe retriever acts like an internal search engine: given the user query, it returns a few relevant snippets from your knowledge base.\nThese snippets will then be fed to the Reader Model to help it generate its answer.\nSo our objective here is, given a user question, to find the most snippets from our knowledge base to answer that question.\nThis is a wide objective, it leaves open some questions. How many snippets should we retrieve? This parameter will be named top_k.\nHow long should these snippets be? This is called the chunk size. There’s no one-size-fits-all answers, but here are a few elements: - 🔀 Your chunk size is allowed to vary from one snippet to the other. - Since there will always be some noise in your retrieval, increasing the top_k increases the chance to get relevant elements in your retrieved snippets. 🎯 Shooting more arrows increases your probability to hit your target. - Meanwhile, the summed length of your retrieved documents should not be too high: for instance, for most current models 16k tokens will probably drown your Reader model in information due to Lost-in-the-middle phenomenon. 🎯 Give your reader model only the most relevant insights, not a huge pile of books!\n\n\n\n\n\n\nNote\n\n\n\nIn this notebook, we use Langchain library since it offers a huge variety of options for vector databases and allows us to keep document metadata throughout the processing.\n\n\n\n1.1 Split the documents into chunks\n\nIn this part, we split the documents from our knowledge base into smaller chunks which will be the snippets on which the reader LLM will base its answer.\nThe goal is to prepare a collection of semantically relevant snippets. So their size should be adapted to precise ideas: too small will truncate ideas, too large will dilute them.\n\n\n\n\n\n\n\nTip\n\n\n\n💡 Many options exist for text splitting: splitting on words, on sentence boundaries, recursive chunking that processes documents in a tree-like way to preserve structure information… To learn more about chunking, I recommend you read this great notebook by Greg Kamradt.\n\n\n\nRecursive chunking breaks down the text into smaller parts step by step using a given list of separators sorted from the most important to the least important separator. If the first split doesn’t give the right size or shape chunks, the method repeats itself on the new chunks using a different separator. For instance with the list of separators [\"\\n\\n\", \"\\n\", \".\", \"\"]:\n\nThe method will first break down the document wherever there is a double line break \"\\n\\n\".\nResulting documents will be split again on simple line breaks \"\\n\", then on sentence ends \".\".\nAnd finally, if some chunks are still too big, they will be split whenever they overflow the maximum size.\n\nWith this method, the global structure is well preserved, at the expense of getting slight variations in chunk size.\n\n\nThis space lets you visualize how different splitting options affect the chunks you get.\n\n🔬 Let’s experiment a bit with chunk sizes, beginning with an arbitrary size, and see how splits work. We use Langchain’s implementation of recursive chunking with RecursiveCharacterTextSplitter. - Parameter chunk_size controls the length of individual chunks: this length is counted by default as the number of characters in the chunk. - Parameter chunk_overlap lets adjacent chunks get a bit of overlap on each other. This reduces the probability that an idea could be cut in half by the split between two adjacent chunks. We ~arbitrarily set this to 1/10th of the chunk size, you could try different values!\n\nfrom langchain.text_splitter import RecursiveCharacterTextSplitter\n\n# We use a hierarchical list of separators specifically tailored for splitting Markdown documents\n# This list is taken from LangChain's MarkdownTextSplitter class.\nMARKDOWN_SEPARATORS = [\n    \"\\n#{1,6} \",\n    \"```\\n\",\n    \"\\n\\\\*\\\\*\\\\*+\\n\",\n    \"\\n---+\\n\",\n    \"\\n___+\\n\",\n    \"\\n\\n\",\n    \"\\n\",\n    \" \",\n    \"\",\n]\n\ntext_splitter = RecursiveCharacterTextSplitter(\n1    chunk_size=1000,\n2    chunk_overlap=100,\n3    add_start_index=True,\n4    strip_whitespace=True,\n    separators=MARKDOWN_SEPARATORS,\n)\n\ndocs_processed = []\nfor doc in RAW_KNOWLEDGE_BASE:\n    docs_processed += text_splitter.split_documents([doc])\n\n\n1\n\nThe maximum number of characters in a chunk: we selected this value arbitrally\n\n2\n\nThe number of characters to overlap between chunks\n\n3\n\nIf True, includes chunk’s start index in metadata\n\n4\n\nIf True, strips whitespace from the start and end of every document\n\n\n\n\nWe also have to keep in mind that when embedding documents, we will use an embedding model that has accepts a certain maximum sequence length max_seq_length.\nSo we should make sure that our chunk sizes are below this limit, because any longer chunk will be truncated before processing, thus losing relevancy.\n\nfrom sentence_transformers import SentenceTransformer\n\n# To get the value of the max sequence_length, we will query the underlying `SentenceTransformer` object used in the RecursiveCharacterTextSplitter.\nprint(\n    f\"Model's maximum sequence length: {SentenceTransformer('thenlper/gte-small').max_seq_length}\"\n)\n\nfrom transformers import AutoTokenizer\n\ntokenizer = AutoTokenizer.from_pretrained(\"thenlper/gte-small\")\nlengths = [len(tokenizer.encode(doc.page_content)) for doc in tqdm(docs_processed)]\n\n# Plot the distrubution of document lengths, counted as the number of tokens\nfig = pd.Series(lengths).hist()\nplt.title(\"Distribution of document lengths in the knowledge base (in count of tokens)\")\nplt.show()\n\n👀 As you can see, the chunk lengths are not aligned with our limit of 512 tokens, and some documents are above the limit, thus some part of them will be lost in truncation! - So we should change the RecursiveCharacterTextSplitter class to count length in number of tokens instead of number of characters. - Then we can choose a specific chunk size, here we would choose a lower threshold than 512: - smaller documents could allow the split to focus more on specific ideas. - But too small chunks would split sentences in half, thus losing meaning again: the proper tuning is a matter of balance.\n\nfrom langchain.text_splitter import RecursiveCharacterTextSplitter\nfrom transformers import AutoTokenizer\n\nEMBEDDING_MODEL_NAME = \"thenlper/gte-small\"\n\n\ndef split_documents(\n    chunk_size: int,\n    knowledge_base: List[LangchainDocument],\n    tokenizer_name: Optional[str] = EMBEDDING_MODEL_NAME,\n) -&gt; List[LangchainDocument]:\n    \"\"\"\n    Split documents into chunks of maximum size `chunk_size` tokens and return a list of documents.\n    \"\"\"\n    text_splitter = RecursiveCharacterTextSplitter.from_huggingface_tokenizer(\n        AutoTokenizer.from_pretrained(tokenizer_name),\n        chunk_size=chunk_size,\n        chunk_overlap=int(chunk_size / 10),\n        add_start_index=True,\n        strip_whitespace=True,\n        separators=MARKDOWN_SEPARATORS,\n    )\n\n    docs_processed = []\n    for doc in knowledge_base:\n        docs_processed += text_splitter.split_documents([doc])\n\n    # Remove duplicates\n    unique_texts = {}\n    docs_processed_unique = []\n    for doc in docs_processed:\n        if doc.page_content not in unique_texts:\n            unique_texts[doc.page_content] = True\n            docs_processed_unique.append(doc)\n\n    return docs_processed_unique\n\n\ndocs_processed = split_documents(\n    512,  # We choose a chunk size adapted to our model\n    RAW_KNOWLEDGE_BASE,\n    tokenizer_name=EMBEDDING_MODEL_NAME,\n)\n\n# Let's visualize the chunk sizes we would have in tokens from a common model\nfrom transformers import AutoTokenizer\n\ntokenizer = AutoTokenizer.from_pretrained(EMBEDDING_MODEL_NAME)\nlengths = [len(tokenizer.encode(doc.page_content)) for doc in tqdm(docs_processed)]\nfig = pd.Series(lengths).hist()\nplt.title(\"Distribution of document lengths in the knowledge base (in count of tokens)\")\nplt.show()\n\n➡️ Now the chunk length distribution looks better!\n\n\n1.2 Building the vector database\nWe want to compute the embeddings for all the chunks of our knowledge base: to learn more on sentence embeddings, we recommend reading this guide.\n\nHow does retrieval work ?\nOnce the chunks are all embedded, we store them into a vector database. When the user types in a query, it gets embedded by the same model previously used, and a similarity search returns the closest documents from the vector database.\nThe technical challenge is thus, given a query vector, to quickly find the nearest neighbours of this vector in the vector database. To do this, we need to choose two things: a distance, and a search algorithm to find the nearest neighbors quickly within a database of thousands of records.\n\nNearest Neighbor search algorithm\nThere are plentiful choices for the nearest neighbor search algorithm: we go with Facebook’s FAISS, since FAISS is performant enough for most use cases, and it is well known thus widely implemented.\n\n\nDistances\nRegarding distances, you can find a good guide here. In short:\n\nCosine similarity computes similarity between two vectors as the cosinus of their relative angle: it allows us to compare vector directions are regardless of their magnitude. Using it requires to normalize all vectors, to rescale them into unit norm.\nDot product takes into account magnitude, with the sometimes undesirable effect that increasing a vector’s length will make it more similar to all others.\nEuclidean distance is the distance between the ends of vectors.\n\nYou can try this small exercise to check your understanding of these concepts. But once vectors are normalized, the choice of a specific distance does not matter much.\nOur particular model works well with cosine similarity, so choose this distance, and we set it up both in the Embedding model, and in the distance_strategy argument of our FAISS index. With cosine similarity, we have to normalize our embeddings.\n\n\n\n\n\n\nWarning\n\n\n\n🚨👇 The cell below takes a few minutes to run on A10G!\n\n\n\nfrom langchain.vectorstores import FAISS\nfrom langchain_community.embeddings import HuggingFaceEmbeddings\nfrom langchain_community.vectorstores.utils import DistanceStrategy\n\nembedding_model = HuggingFaceEmbeddings(\n    model_name=EMBEDDING_MODEL_NAME,\n    multi_process=True,\n    model_kwargs={\"device\": \"cuda\"},\n    encode_kwargs={\"normalize_embeddings\": True},  # set True for cosine similarity\n)\n\nKNOWLEDGE_VECTOR_DATABASE = FAISS.from_documents(\n    docs_processed, embedding_model, distance_strategy=DistanceStrategy.COSINE\n)\n\n👀 To visualize the search for the closest documents, let’s project our embeddings from 384 dimensions down to 2 dimensions using PaCMAP.\n\n\n\n\n\n\nNote\n\n\n\n💡 We chose PaCMAP rather than other techniques such as t-SNE or UMAP, since it is efficient (preserves local and global structure), robust to initialization parameters and fast.\n\n\n\n# embed a user query in the same space\nuser_query = \"How to create a pipeline object?\"\nquery_vector = embedding_model.embed_query(user_query)\n\n\nimport pacmap\nimport numpy as np\nimport plotly.express as px\n\nembedding_projector = pacmap.PaCMAP(\n    n_components=2, n_neighbors=None, MN_ratio=0.5, FP_ratio=2.0, random_state=1\n)\n\nembeddings_2d = [\n    list(KNOWLEDGE_VECTOR_DATABASE.index.reconstruct_n(idx, 1)[0])\n    for idx in range(len(docs_processed))\n] + [query_vector]\n\n# fit the data (The index of transformed data corresponds to the index of the original data)\ndocuments_projected = embedding_projector.fit_transform(np.array(embeddings_2d), init=\"pca\")\n\n\ndf = pd.DataFrame.from_dict(\n    [\n        {\n            \"x\": documents_projected[i, 0],\n            \"y\": documents_projected[i, 1],\n            \"source\": docs_processed[i].metadata[\"source\"].split(\"/\")[1],\n            \"extract\": docs_processed[i].page_content[:100] + \"...\",\n            \"symbol\": \"circle\",\n            \"size_col\": 4,\n        }\n        for i in range(len(docs_processed))\n    ]\n    + [\n        {\n            \"x\": documents_projected[-1, 0],\n            \"y\": documents_projected[-1, 1],\n            \"source\": \"User query\",\n            \"extract\": user_query,\n            \"size_col\": 100,\n            \"symbol\": \"star\",\n        }\n    ]\n)\n\n# visualize the embedding\nfig = px.scatter(\n    df,\n    x=\"x\",\n    y=\"y\",\n    color=\"source\",\n    hover_data=\"extract\",\n    size=\"size_col\",\n    symbol=\"symbol\",\n    color_discrete_map={\"User query\": \"black\"},\n    width=1000,\n    height=700,\n)\nfig.update_traces(\n    marker=dict(opacity=1, line=dict(width=0, color=\"DarkSlateGrey\")), selector=dict(mode=\"markers\")\n)\nfig.update_layout(\n    legend_title_text=\"&lt;b&gt;Chunk source&lt;/b&gt;\",\n    title=\"&lt;b&gt;2D Projection of Chunk Embeddings via PaCMAP&lt;/b&gt;\",\n)\nfig.show()\n\n\n➡️ On the graph above, you can see a spatial representation of the kowledge base documents. As the vector embeddings represent the document’s meaning, their closeness in meaning should be reflected in their embedding’s closeness.\nThe user query’s embedding is also shown : we want to find the k document that have the closest meaning, thus we pick the k closest vectors.\nIn the LangChain vector database implementation, this search operation is performed by the method vector_database.similarity_search(query).\nHere is the result:\n\nprint(f\"\\nStarting retrieval for {user_query=}...\")\nretrieved_docs = KNOWLEDGE_VECTOR_DATABASE.similarity_search(query=user_query, k=5)\nprint(\"\\n==================================Top document==================================\")\nprint(retrieved_docs[0].page_content)\nprint(\"==================================Metadata==================================\")\nprint(retrieved_docs[0].metadata)\n\n\n\n\n\n\n2. Reader - LLM 💬\nIn this part, the LLM Reader reads the retrieved context to formulate its answer.\nThere are actually substeps that can all be tuned: 1. The content of the retrieved documents is aggregated together into the “context”, with many processing options like prompt compression. 2. The context and the user query are aggregated into a prompt then given to the LLM to generate its answer.\n\n2.1. Reader model\nThe choice of a reader model is important on a few aspects: - the reader model’s max_seq_length must accomodate our prompt, which includes the context output by the retriever call: the context consists in 5 documents of 512 tokens each, so we aim for a context length of 4k tokens at least. - the reader model\nFor this example, we chose HuggingFaceH4/zephyr-7b-beta, a small but powerful model.\n\n\n\n\n\n\nNote\n\n\n\nWith many models being released every week, you may want to substitute this model to the latest and greatest. The best way to keep track of open source LLMs is to check the Open-source LLM leaderboard.\n\n\nTo make inference faster, we will load the quantized version of the model:\n\nfrom transformers import pipeline\nimport torch\nfrom transformers import AutoTokenizer, AutoModelForCausalLM, BitsAndBytesConfig\n\nREADER_MODEL_NAME = \"HuggingFaceH4/zephyr-7b-beta\"\n\nbnb_config = BitsAndBytesConfig(\n    load_in_4bit=True,\n    bnb_4bit_use_double_quant=True,\n    bnb_4bit_quant_type=\"nf4\",\n    bnb_4bit_compute_dtype=torch.bfloat16,\n)\nmodel = AutoModelForCausalLM.from_pretrained(READER_MODEL_NAME, quantization_config=bnb_config)\ntokenizer = AutoTokenizer.from_pretrained(READER_MODEL_NAME)\n\nREADER_LLM = pipeline(\n    model=model,\n    tokenizer=tokenizer,\n    task=\"text-generation\",\n    do_sample=True,\n    temperature=0.2,\n    repetition_penalty=1.1,\n    return_full_text=False,\n    max_new_tokens=500,\n)\n\n\nREADER_LLM(\"What is 4+4? Answer:\")\n\n\n\n2.2. Prompt\nThe RAG prompt template below is what we will feed to the Reader LLM: it is important to have it formatted in the Reader LLM’s chat template.\nWe give it our context and the user’s question.\n\nprompt_in_chat_format = [\n    {\n        \"role\": \"system\",\n        \"content\": \"\"\"Using the information contained in the context,\ngive a comprehensive answer to the question.\nRespond only to the question asked, response should be concise and relevant to the question.\nProvide the number of the source document when relevant.\nIf the answer cannot be deduced from the context, do not give an answer.\"\"\",\n    },\n    {\n        \"role\": \"user\",\n        \"content\": \"\"\"Context:\n{context}\n---\nNow here is the question you need to answer.\n\nQuestion: {question}\"\"\",\n    },\n]\nRAG_PROMPT_TEMPLATE = tokenizer.apply_chat_template(\n    prompt_in_chat_format, tokenize=False, add_generation_prompt=True\n)\nprint(RAG_PROMPT_TEMPLATE)\n\nLet’s test our Reader on our previously retrieved documents!\n\nretrieved_docs_text = [\n    doc.page_content for doc in retrieved_docs\n]  # we only need the text of the documents\ncontext = \"\\nExtracted documents:\\n\"\ncontext += \"\".join([f\"Document {str(i)}:::\\n\" + doc for i, doc in enumerate(retrieved_docs_text)])\n\nfinal_prompt = RAG_PROMPT_TEMPLATE.format(\n    question=\"How to create a pipeline object?\", context=context\n)\n\n# Redact an answer\nanswer = READER_LLM(final_prompt)[0][\"generated_text\"]\nprint(answer)\n\n\n\n2.3. Reranking\nA good option for RAG is to retrieve more documents than you want in the end, then rerank the results with a more powerful retrieval model before keeping only the top_k.\nFor this, Colbertv2 is a great choice: instead of a bi-encoder like our classical embedding models, it is a cross-encoder that computes more fine-grained interactions between the query tokens and each document’s tokens.\nIt is easily usable thanks to the RAGatouille library.\n\nfrom ragatouille import RAGPretrainedModel\n\nRERANKER = RAGPretrainedModel.from_pretrained(\"colbert-ir/colbertv2.0\")\n\n\n\n\n3. Assembling it all!\n\nfrom transformers import Pipeline\n\n\ndef answer_with_rag(\n    question: str,\n    llm: Pipeline,\n    knowledge_index: FAISS,\n    reranker: Optional[RAGPretrainedModel] = None,\n    num_retrieved_docs: int = 30,\n    num_docs_final: int = 5,\n) -&gt; Tuple[str, List[LangchainDocument]]:\n    # Gather documents with retriever\n    print(\"=&gt; Retrieving documents...\")\n    relevant_docs = knowledge_index.similarity_search(query=question, k=num_retrieved_docs)\n    relevant_docs = [doc.page_content for doc in relevant_docs]  # keep only the text\n\n    # Optionally rerank results\n    if reranker:\n        print(\"=&gt; Reranking documents...\")\n        relevant_docs = reranker.rerank(question, relevant_docs, k=num_docs_final)\n        relevant_docs = [doc[\"content\"] for doc in relevant_docs]\n\n    relevant_docs = relevant_docs[:num_docs_final]\n\n    # Build the final prompt\n    context = \"\\nExtracted documents:\\n\"\n    context += \"\".join([f\"Document {str(i)}:::\\n\" + doc for i, doc in enumerate(relevant_docs)])\n\n    final_prompt = RAG_PROMPT_TEMPLATE.format(question=question, context=context)\n\n    # Redact an answer\n    print(\"=&gt; Generating answer...\")\n    answer = llm(final_prompt)[0][\"generated_text\"]\n\n    return answer, relevant_docs\n\nLet’s see how our RAG pipeline answers a user query.\n\nquestion = \"how to create a pipeline object?\"\n\nanswer, relevant_docs = answer_with_rag(\n    question, READER_LLM, KNOWLEDGE_VECTOR_DATABASE, reranker=RERANKER\n)\n\n\nprint(\"==================================Answer==================================\")\nprint(f\"{answer}\")\nprint(\"==================================Source docs==================================\")\nfor i, doc in enumerate(relevant_docs):\n    print(f\"Document {i}------------------------------------------------------------\")\n    print(doc)\n\n✅ We now have a fully functional, performant RAG sytem. That’s it for today! Congratulations for making it to the end 🥳\n\n\nTo go further 🗺️\nThis is not the end of the journey! You can try many steps to improve your RAG system. We recommend doing so in an iterative way: bring small changes to the system and see what improves performance.\n\nSetting up an evaluation pipeline\n\n💬 “You cannot improve the model performance that you do not measure”, said Gandhi… or at least Llama2 told me he said it. Anyway, you should absolutely start by measuring performance: this means building a small evaluation dataset, then monitor the performance of your RAG system on this evaluation dataset.\n\n\n\nImproving the retriever\n🛠️ You can use these options to tune the results:\n\nTune the chunking method:\n\nSize of the chunks\nMethod: split on different separators, use semantic chunking…\n\nChange the embedding model\n\n👷‍♀️ More could be considered: - Try another chunking method, like semantic chunking - Change the index used (here, FAISS) - Query expansion: reformulate the user query in slightly different ways to retrieve more documents.\n\n\nImproving the reader\n🛠️ Here you can try the following options to improve results: - Tune the prompt - Switch reranking on/off - Choose a more powerful reader model\n💡 Many options could be considered here to further improve the results: - Compress the retrieved context to keep only the most relevant parts to answer the query. - Extend the RAG system to make it more user-friendly: - cite source - make conversational",
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+    "text": "whoami\n\nMy name is Matej\nI’m a Master’s student at the Brno University of Technology\nI currently make GPUs go brrrrrr at Hugging Face 🤗"
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+    "text": "What is Triton?\n\nNVIDIA’s open-source programming language for GPU kernels\nDesigned for AI/ML workloads\nSimplifies GPU programming compared to CUDA"
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+    "text": "Why Optimize with Triton?\n\nSimple yet effective\nLess headache than CUDA\nGPUs go brrrrrrr 🚀\nFeel cool when your kernel is faster than PyTorch 😎"
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+    "text": "Example Problem: KL Divergence\n\ncommonly used in LLMs for knowledge distillation\nfor probability distributions \\(P\\) and \\(Q\\), the Kullback-Leibler divergence is defined as:\n\n\\[\nD_{KL}(P \\| Q) = \\sum_{i} P_i \\log\\left(\\frac{P_i}{Q_i}\\right)\n\\]\nimport torch\nfrom torch.nn.functional import kl_div\n\ndef kl_div_torch(p: torch.Tensor, q: torch.Tensor) -&gt; torch.Tensor:\n    return kl_div(p, q, reduction='none')"
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+    "text": "How about Triton?\nimport triton.language as tl\n\n@triton.jit\ndef kl_div_triton(\n    p_ptr, q_ptr, output_ptr, n_elements, BLOCK_SIZE: tl.constexpr\n):\n    pid = tl.program_id(0)\n    block_start = pid * BLOCK_SIZE\n    offsets = block_start + tl.arange(0, BLOCK_SIZE)\n    mask = offsets &lt; n_elements\n    \n    p = tl.load(p_ptr + offsets, mask=mask)\n    q = tl.load(q_ptr + offsets, mask=mask)\n    \n    output = p * (tl.log(p) - tl.log(q))\n    \n    tl.store(output_ptr + offsets, output, mask=mask)"
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+    "section": "How to integrate with PyTorch?",
+    "text": "How to integrate with PyTorch?\n\nTriton works with pointers\nHow to use our custom kernel with PyTorch autograd?\n\nimport torch\n\nclass VectorAdd(torch.autograd.Function):\n    @staticmethod\n    def forward(ctx, p, q):\n        ctx.save_for_backward(q)\n        output = torch.empty_like(p)\n        grid = (len(p) + 512 - 1) // 512\n        kl_div_triton[grid](p, q, output, len(p), BLOCK_SIZE=512)\n        return output\n\n    @staticmethod\n    def backward(ctx, grad_output):\n        q = ctx.saved_tensors[0]\n        # Calculate gradients (another triton kernel)\n        return ..."
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+    "section": "Do I have to write everything?",
+    "text": "Do I have to write everything?\n\nTLDR: No\nMany cool projects already using Triton\nBetter Integration with PyTorch and even Hugging Face 🤗\nLiger Kernel, Unsloth AI, etc."
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+    "section": "So how can I use this in my LLM? 🚀",
+    "text": "So how can I use this in my LLM? 🚀\n\nLiger Kernel is a great example, providing examples of how to integrate with Hugging Face 🤗 Trainer\n\n- from transformers import AutoModelForCausalLM\n+ from liger_kernel.transformers import AutoLigerKernelForCausalLM\n\nmodel_path = \"meta-llama/Meta-Llama-3-8B-Instruct\"\n\n- model = AutoModelForCausalLM.from_pretrained(model_path)\n+ model = AutoLigerKernelForCausalLM.from_pretrained(model_path)\n\n# training/inference logic..."
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+    "section": "Key Optimization Techniques adapted by Liger Kernel",
+    "text": "Key Optimization Techniques adapted by Liger Kernel\n\nKernel Fusion\nDomain-specific optimizations\nMemory Access Patterns\nPreemptive memory freeing"
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+    "text": "Aaand some more benchmarks 🚀"
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+    "section": "Last benchmark I promise...",
+    "text": "Last benchmark I promise...\n\n\nAttention is all you need, so I thank you for yours! 🤗"
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+    "text": "What is Triton?\n\nNVIDIA’s open-source programming language for GPU kernels\nDesigned for AI/ML workloads\nSimplifies GPU programming compared to CUDA",
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+    "text": "Why Optimize with Triton?\n\nSimple yet effective\nLess headache than CUDA\nGPUs go brrrrrrr 🚀\nFeel cool when your kernel is faster than PyTorch 😎",
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+    "text": "Example Problem: KL Divergence\n\ncommonly used in LLMs for knowledge distillation\nfor probability distributions \\(P\\) and \\(Q\\), the Kullback-Leibler divergence is defined as:\n\n\\[\nD_{KL}(P \\| Q) = \\sum_{i} P_i \\log\\left(\\frac{P_i}{Q_i}\\right)\n\\]\nimport torch\nfrom torch.nn.functional import kl_div\n\ndef kl_div_torch(p: torch.Tensor, q: torch.Tensor) -&gt; torch.Tensor:\n    return kl_div(p, q, reduction='none')",
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+    "text": "How about Triton?\nimport triton.language as tl\n\n@triton.jit\ndef kl_div_triton(\n    p_ptr, q_ptr, output_ptr, n_elements, BLOCK_SIZE: tl.constexpr\n):\n    pid = tl.program_id(0)\n    block_start = pid * BLOCK_SIZE\n    offsets = block_start + tl.arange(0, BLOCK_SIZE)\n    mask = offsets &lt; n_elements\n    \n    p = tl.load(p_ptr + offsets, mask=mask)\n    q = tl.load(q_ptr + offsets, mask=mask)\n    \n    output = p * (tl.log(p) - tl.log(q))\n    \n    tl.store(output_ptr + offsets, output, mask=mask)",
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+    "section": "How to integrate with PyTorch?",
+    "text": "How to integrate with PyTorch?\n\nTriton works with pointers\nHow to use our custom kernel with PyTorch autograd?\n\nimport torch\n\nclass VectorAdd(torch.autograd.Function):\n    @staticmethod\n    def forward(ctx, p, q):\n        ctx.save_for_backward(q)\n        output = torch.empty_like(p)\n        grid = (len(p) + 512 - 1) // 512\n        kl_div_triton[grid](p, q, output, len(p), BLOCK_SIZE=512)\n        return output\n\n    @staticmethod\n    def backward(ctx, grad_output):\n        q = ctx.saved_tensors[0]\n        # Calculate gradients (another triton kernel)\n        return ...",
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+    "text": "Some benchmarks\n\nA KL Divergence kernel that is currently used in Liger Kernel written by @me",
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+    "section": "Do I have to write everything?",
+    "text": "Do I have to write everything?\n\nTLDR: No\nMany cool projects already using Triton\nBetter Integration with PyTorch and even Hugging Face 🤗\nLiger Kernel, Unsloth AI, etc.",
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+    "section": "So how can I use this in my LLM? 🚀",
+    "text": "So how can I use this in my LLM? 🚀\n\nLiger Kernel is a great example, providing examples of how to integrate with Hugging Face 🤗 Trainer\n\n- from transformers import AutoModelForCausalLM\n+ from liger_kernel.transformers import AutoLigerKernelForCausalLM\n\nmodel_path = \"meta-llama/Meta-Llama-3-8B-Instruct\"\n\n- model = AutoModelForCausalLM.from_pretrained(model_path)\n+ model = AutoLigerKernelForCausalLM.from_pretrained(model_path)\n\n# training/inference logic...",
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+    "section": "Key Optimization Techniques adapted by Liger Kernel",
+    "text": "Key Optimization Techniques adapted by Liger Kernel\n\nKernel Fusion\nDomain-specific optimizations\nMemory Access Patterns\nPreemptive memory freeing",
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+    "href": "index.html#aaand-some-more-benchmarks",
+    "title": "Optimizing LLM Performance Using Triton",
+    "section": "Aaand some more benchmarks 🚀",
+    "text": "Aaand some more benchmarks 🚀",
+    "crumbs": [
+      "About",
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+    "title": "Optimizing LLM Performance Using Triton",
+    "section": "Last benchmark I promise...",
+    "text": "Last benchmark I promise...\n\n\nAttention is all you need, so I thank you for yours! 🤗",
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+      "About",
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+    "href": "notebooks/single_gpu.html",
+    "title": "Single GPU Fine-tuning",
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+    "text": "Authored by: Maria Khalusova\nPublicly available code LLMs such as Codex, StarCoder, and Code Llama are great at generating code that adheres to general programming principles and syntax, but they may not align with an organization’s internal conventions, or be aware of proprietary libraries.\nIn this notebook, we’ll see show how you can fine-tune a code LLM on private code bases to enhance its contextual awareness and improve a model’s usefulness to your organization’s needs. Since the code LLMs are quite large, fine-tuning them in a traditional manner can be resource-draining. Worry not! We will show how you can optimize fine-tuning to fit on a single GPU.\n\n\nFor this example, we picked the top 10 Hugging Face public repositories on GitHub. We have excluded non-code files from the data, such as images, audio files, presentations, and so on. For Jupyter notebooks, we’ve kept only cells containing code. The resulting code is stored as a dataset that you can find on the Hugging Face Hub under smangrul/hf-stack-v1. It contains repo id, file path, and file content.\n\n\n\nWe’ll finetune bigcode/starcoderbase-1b, which is a 1B parameter model trained on 80+ programming languages. This is a gated model, so if you plan to run this notebook with this exact model, you’ll need to gain access to it on the model’s page. Log in to your Hugging Face account to do so:\n\nfrom huggingface_hub import notebook_login\n\nnotebook_login()\n\nTo get started, let’s install all the necessary libraries. As you can see, in addition to transformers and datasets, we’ll be using peft, bitsandbytes, and flash-attn to optimize the training.\nBy employing parameter-efficient training techniques, we can run this notebook on a single A100 High-RAM GPU.\n\n!pip install -q transformers datasets peft bitsandbytes flash-attn\n\nLet’s define some variables now. Feel free to play with these.\n\nMODEL=\"bigcode/starcoderbase-1b\" # Model checkpoint on the Hugging Face Hub\nDATASET=\"smangrul/hf-stack-v1\"   # Dataset on the Hugging Face Hub\nDATA_COLUMN=\"content\"            # Column name containing the code content\n\nSEQ_LENGTH=2048                  # Sequence length\n\n# Training arguments\nMAX_STEPS=2000                   # max_steps\nBATCH_SIZE=16                    # batch_size\nGR_ACC_STEPS=1                   # gradient_accumulation_steps\nLR=5e-4                          # learning_rate\nLR_SCHEDULER_TYPE=\"cosine\"       # lr_scheduler_type\nWEIGHT_DECAY=0.01                # weight_decay\nNUM_WARMUP_STEPS=30              # num_warmup_steps\nEVAL_FREQ=100                    # eval_freq\nSAVE_FREQ=100                    # save_freq\nLOG_FREQ=25                      # log_freq\nOUTPUT_DIR=\"peft-starcoder-lora-a100\" # output_dir\nBF16=True                        # bf16\nFP16=False                       # no_fp16\n\n# FIM trasformations arguments\nFIM_RATE=0.5                     # fim_rate\nFIM_SPM_RATE=0.5                 # fim_spm_rate\n\n# LORA\nLORA_R=8                         # lora_r\nLORA_ALPHA=32                    # lora_alpha\nLORA_DROPOUT=0.0                 # lora_dropout\nLORA_TARGET_MODULES=\"c_proj,c_attn,q_attn,c_fc,c_proj\"    # lora_target_modules\n\n# bitsandbytes config\nUSE_NESTED_QUANT=True            # use_nested_quant\nBNB_4BIT_COMPUTE_DTYPE=\"bfloat16\"# bnb_4bit_compute_dtype\n\nSEED=0\n\n\nfrom transformers import (\n    AutoModelForCausalLM,\n    AutoTokenizer,\n    Trainer,\n    TrainingArguments,\n    logging,\n    set_seed,\n    BitsAndBytesConfig,\n)\n\nset_seed(SEED)\n\n\n\n\nBegin by loading the data. As the dataset is likely to be quite large, make sure to enable the streaming mode. Streaming allows us to load the data progressively as we iterate over the dataset instead of downloading the whole dataset at once.\nWe’ll reserve the first 4000 examples as the validation set, and everything else will be the training data.\n\nfrom datasets import load_dataset\nimport torch\nfrom tqdm import tqdm\n\n\ndataset = load_dataset(\n    DATASET,\n    data_dir=\"data\",\n    split=\"train\",\n    streaming=True,\n)\n\nvalid_data = dataset.take(4000)\ntrain_data = dataset.skip(4000)\ntrain_data = train_data.shuffle(buffer_size=5000, seed=SEED)\n\nAt this step, the dataset still contains raw data with code of arbitraty length. For training, we need inputs of fixed length. Let’s create an Iterable dataset that would return constant-length chunks of tokens from a stream of text files.\nFirst, let’s estimate the average number of characters per token in the dataset, which will help us later estimate the number of tokens in the text buffer later. By default, we’ll only take 400 examples (nb_examples) from the dataset. Using only a subset of the entire dataset will reduce computational cost while still providing a reasonable estimate of the overall character-to-token ratio.\n\ntokenizer = AutoTokenizer.from_pretrained(MODEL, trust_remote_code=True)\n\ndef chars_token_ratio(dataset, tokenizer, data_column, nb_examples=400):\n    \"\"\"\n    Estimate the average number of characters per token in the dataset.\n    \"\"\"\n\n    total_characters, total_tokens = 0, 0\n    for _, example in tqdm(zip(range(nb_examples), iter(dataset)), total=nb_examples):\n        total_characters += len(example[data_column])\n        total_tokens += len(tokenizer(example[data_column]).tokens())\n\n    return total_characters / total_tokens\n\n\nchars_per_token = chars_token_ratio(train_data, tokenizer, DATA_COLUMN)\nprint(f\"The character to token ratio of the dataset is: {chars_per_token:.2f}\")\n\n100%|██████████| 400/400 [00:10&lt;00:00, 39.87it/s] \n\n\nThe character to token ratio of the dataset is: 2.43\n\n\n\n\n\nThe character-to-token ratio can also be used as an indicator of the quality of text tokenization. For instance, a character-to-token ratio of 1.0 would mean that each character is represented with a token, which is not very meaningful. This would indicate poor tokenization. In standard English text, one token is typically equivalent to approximately four characters, meaning the character-to-token ratio is around 4.0. We can expect a lower ratio in the code dataset, but generally speaking, a number between 2.0 and 3.5 can be considered good enough.\nOptional FIM transformations\nAutoregressive language models typically generate sequences from left to right. By applying the FIM transformations, the model can also learn to infill text. Check out “Efficient Training of Language Models to Fill in the Middle” paper to learn more about the technique. We’ll define the FIM transformations here and will use them when creating the Iterable Dataset. However, if you want to omit transformations, feel free to set fim_rate to 0.\n\nimport functools\nimport numpy as np\n\n\n# Helper function to get token ids of the special tokens for prefix, suffix and middle for FIM transformations.\n@functools.lru_cache(maxsize=None)\ndef get_fim_token_ids(tokenizer):\n    try:\n        FIM_PREFIX, FIM_MIDDLE, FIM_SUFFIX, FIM_PAD = tokenizer.special_tokens_map[\"additional_special_tokens\"][1:5]\n        suffix_tok_id, prefix_tok_id, middle_tok_id, pad_tok_id = (\n            tokenizer.vocab[tok] for tok in [FIM_SUFFIX, FIM_PREFIX, FIM_MIDDLE, FIM_PAD]\n        )\n    except KeyError:\n        suffix_tok_id, prefix_tok_id, middle_tok_id, pad_tok_id = None, None, None, None\n    return suffix_tok_id, prefix_tok_id, middle_tok_id, pad_tok_id\n\n\n## Adapted from https://github.com/bigcode-project/Megatron-LM/blob/6c4bf908df8fd86b4977f54bf5b8bd4b521003d1/megatron/data/gpt_dataset.py\ndef permute(\n    sample,\n    np_rng,\n    suffix_tok_id,\n    prefix_tok_id,\n    middle_tok_id,\n    pad_tok_id,\n    fim_rate=0.5,\n    fim_spm_rate=0.5,\n    truncate_or_pad=False,\n):\n    \"\"\"\n    Take in a sample (list of tokens) and perform a FIM transformation on it with a probability of fim_rate, using two FIM modes:\n    PSM and SPM (with a probability of fim_spm_rate).\n    \"\"\"\n\n    # The if condition will trigger with the probability of fim_rate\n    # This means FIM transformations will apply to samples with a probability of fim_rate\n    if np_rng.binomial(1, fim_rate):\n\n        # Split the sample into prefix, middle, and suffix, based on randomly generated indices stored in the boundaries list.\n        boundaries = list(np_rng.randint(low=0, high=len(sample) + 1, size=2))\n        boundaries.sort()\n\n        prefix = np.array(sample[: boundaries[0]], dtype=np.int64)\n        middle = np.array(sample[boundaries[0] : boundaries[1]], dtype=np.int64)\n        suffix = np.array(sample[boundaries[1] :], dtype=np.int64)\n\n        if truncate_or_pad:\n            # calculate the new total length of the sample, taking into account tokens indicating prefix, middle, and suffix\n            new_length = suffix.shape[0] + prefix.shape[0] + middle.shape[0] + 3\n            diff = new_length - len(sample)\n\n            # trancate or pad if there's a difference in length between the new length and the original\n            if diff &gt; 0:\n                if suffix.shape[0] &lt;= diff:\n                    return sample, np_rng\n                suffix = suffix[: suffix.shape[0] - diff]\n            elif diff &lt; 0:\n                suffix = np.concatenate([suffix, np.full((-1 * diff), pad_tok_id)])\n\n        # With the probability of fim_spm_rateapply SPM variant of FIM transformations\n        # SPM: suffix, prefix, middle\n        if np_rng.binomial(1, fim_spm_rate):\n            new_sample = np.concatenate(\n                [\n                    [prefix_tok_id, suffix_tok_id],\n                    suffix,\n                    [middle_tok_id],\n                    prefix,\n                    middle,\n                ]\n            )\n        # Otherwise, apply the PSM variant of FIM transformations\n        # PSM: prefix, suffix, middle\n        else:\n\n            new_sample = np.concatenate(\n                [\n                    [prefix_tok_id],\n                    prefix,\n                    [suffix_tok_id],\n                    suffix,\n                    [middle_tok_id],\n                    middle,\n                ]\n            )\n    else:\n        # don't apply FIM transformations\n        new_sample = sample\n\n    return list(new_sample), np_rng\n\nLet’s define the ConstantLengthDataset, an Iterable dataset that will return constant-length chunks of tokens. To do so, we’ll read a buffer of text from the original dataset until we hit the size limits and then apply tokenizer to convert the raw text into tokenized inputs. Optionally, we’ll perform FIM transformations on some sequences (the proportion of sequences affected is controlled by fim_rate).\nOnce defined, we can create instances of the ConstantLengthDataset from both training and validation data.\n\nfrom torch.utils.data import IterableDataset\nfrom torch.utils.data.dataloader import DataLoader\nimport random\n\n# Create an Iterable dataset that returns constant-length chunks of tokens from a stream of text files.\n\nclass ConstantLengthDataset(IterableDataset):\n    \"\"\"\n    Iterable dataset that returns constant length chunks of tokens from stream of text files.\n        Args:\n            tokenizer (Tokenizer): The processor used for proccessing the data.\n            dataset (dataset.Dataset): Dataset with text files.\n            infinite (bool): If True the iterator is reset after dataset reaches end else stops.\n            seq_length (int): Length of token sequences to return.\n            num_of_sequences (int): Number of token sequences to keep in buffer.\n            chars_per_token (int): Number of characters per token used to estimate number of tokens in text buffer.\n            fim_rate (float): Rate (0.0 to 1.0) that sample will be permuted with FIM.\n            fim_spm_rate (float): Rate (0.0 to 1.0) of FIM permuations that will use SPM.\n            seed (int): Seed for random number generator.\n    \"\"\"\n\n    def __init__(\n        self,\n        tokenizer,\n        dataset,\n        infinite=False,\n        seq_length=1024,\n        num_of_sequences=1024,\n        chars_per_token=3.6,\n        content_field=\"content\",\n        fim_rate=0.5,\n        fim_spm_rate=0.5,\n        seed=0,\n    ):\n        self.tokenizer = tokenizer\n        self.concat_token_id = tokenizer.eos_token_id\n        self.dataset = dataset\n        self.seq_length = seq_length\n        self.infinite = infinite\n        self.current_size = 0\n        self.max_buffer_size = seq_length * chars_per_token * num_of_sequences\n        self.content_field = content_field\n        self.fim_rate = fim_rate\n        self.fim_spm_rate = fim_spm_rate\n        self.seed = seed\n\n        (\n            self.suffix_tok_id,\n            self.prefix_tok_id,\n            self.middle_tok_id,\n            self.pad_tok_id,\n        ) = get_fim_token_ids(self.tokenizer)\n        if not self.suffix_tok_id and self.fim_rate &gt; 0:\n            print(\"FIM is not supported by tokenizer, disabling FIM\")\n            self.fim_rate = 0\n\n    def __iter__(self):\n        iterator = iter(self.dataset)\n        more_examples = True\n        np_rng = np.random.RandomState(seed=self.seed)\n        while more_examples:\n            buffer, buffer_len = [], 0\n            while True:\n                if buffer_len &gt;= self.max_buffer_size:\n                    break\n                try:\n                    buffer.append(next(iterator)[self.content_field])\n                    buffer_len += len(buffer[-1])\n                except StopIteration:\n                    if self.infinite:\n                        iterator = iter(self.dataset)\n                    else:\n                        more_examples = False\n                        break\n            tokenized_inputs = self.tokenizer(buffer, truncation=False)[\"input_ids\"]\n            all_token_ids = []\n\n            for tokenized_input in tokenized_inputs:\n                # optionally do FIM permutations\n                if self.fim_rate &gt; 0:\n                    tokenized_input, np_rng = permute(\n                        tokenized_input,\n                        np_rng,\n                        self.suffix_tok_id,\n                        self.prefix_tok_id,\n                        self.middle_tok_id,\n                        self.pad_tok_id,\n                        fim_rate=self.fim_rate,\n                        fim_spm_rate=self.fim_spm_rate,\n                        truncate_or_pad=False,\n                    )\n\n                all_token_ids.extend(tokenized_input + [self.concat_token_id])\n            examples = []\n            for i in range(0, len(all_token_ids), self.seq_length):\n                input_ids = all_token_ids[i : i + self.seq_length]\n                if len(input_ids) == self.seq_length:\n                    examples.append(input_ids)\n            random.shuffle(examples)\n            for example in examples:\n                self.current_size += 1\n                yield {\n                    \"input_ids\": torch.LongTensor(example),\n                    \"labels\": torch.LongTensor(example),\n                }\n\n\ntrain_dataset = ConstantLengthDataset(\n        tokenizer,\n        train_data,\n        infinite=True,\n        seq_length=SEQ_LENGTH,\n        chars_per_token=chars_per_token,\n        content_field=DATA_COLUMN,\n        fim_rate=FIM_RATE,\n        fim_spm_rate=FIM_SPM_RATE,\n        seed=SEED,\n)\neval_dataset = ConstantLengthDataset(\n        tokenizer,\n        valid_data,\n        infinite=False,\n        seq_length=SEQ_LENGTH,\n        chars_per_token=chars_per_token,\n        content_field=DATA_COLUMN,\n        fim_rate=FIM_RATE,\n        fim_spm_rate=FIM_SPM_RATE,\n        seed=SEED,\n)\n\n\n\n\nNow that the data is prepared, it’s time to load the model! We’re going to load the quantized version of the model.\nThis will allow us to reduce memory usage, as quantization represents data with fewer bits. We’ll use the bitsandbytes library to quantize the model, as it has a nice integration with transformers. All we need to do is define a bitsandbytes config, and then use it when loading the model.\nThere are different variants of 4bit quantization, but generally, we recommend using NF4 quantization for better performance (bnb_4bit_quant_type=\"nf4\").\nThe bnb_4bit_use_double_quant option adds a second quantization after the first one to save an additional 0.4 bits per parameter.\nTo learn more about quantization, check out the “Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA” blog post.\nOnce defined, pass the config to the from_pretrained method to load the quantized version of the model.\n\nfrom peft import LoraConfig, get_peft_model, prepare_model_for_kbit_training\nfrom peft.tuners.lora import LoraLayer\n\nload_in_8bit = False\n\n# 4-bit quantization\ncompute_dtype = getattr(torch, BNB_4BIT_COMPUTE_DTYPE)\n\nbnb_config = BitsAndBytesConfig(\n    load_in_4bit=True,\n    bnb_4bit_quant_type=\"nf4\",\n    bnb_4bit_compute_dtype=compute_dtype,\n    bnb_4bit_use_double_quant=USE_NESTED_QUANT,\n)\n\ndevice_map = {\"\": 0}\n\nmodel = AutoModelForCausalLM.from_pretrained(\n        MODEL,\n        load_in_8bit=load_in_8bit,\n        quantization_config=bnb_config,\n        device_map=device_map,\n        use_cache=False,  # We will be using gradient checkpointing\n        trust_remote_code=True,\n        use_flash_attention_2=True,\n)\n\nWhen using a quantized model for training, you need to call the prepare_model_for_kbit_training() function to preprocess the quantized model for training.\n\nmodel = prepare_model_for_kbit_training(model)\n\nNow that the quantized model is ready, we can set up a LoRA configuration. LoRA makes fine-tuning more efficient by drastically reducing the number of trainable parameters.\nTo train a model using LoRA technique, we need to wrap the base model as a PeftModel. This involves definign LoRA configuration with LoraConfig, and wrapping the original model with get_peft_model() using the LoraConfig.\nTo learn more about LoRA and its parameters, refer to PEFT documentation.\n\n# Set up lora\npeft_config = LoraConfig(\n    lora_alpha=LORA_ALPHA,\n    lora_dropout=LORA_DROPOUT,\n    r=LORA_R,\n    bias=\"none\",\n    task_type=\"CAUSAL_LM\",\n    target_modules=LORA_TARGET_MODULES.split(\",\"),\n)\n\nmodel = get_peft_model(model, peft_config)\nmodel.print_trainable_parameters()\n\ntrainable params: 5,554,176 || all params: 1,142,761,472 || trainable%: 0.4860310866343243\n\n\nAs you can see, by applying LoRA technique we will now need to train less than 1% of the parameters.\n\n\n\nNow that we have prepared the data, and optimized the model, we are ready to bring everything together to start the training.\nTo instantiate a Trainer, you need to define the training configuration. The most important is the TrainingArguments, which is a class that contains all the attributes to configure the training.\nThese are similar to any other kind of model training you may run, so we won’t go into detail here.\n\ntrain_data.start_iteration = 0\n\n\ntraining_args = TrainingArguments(\n    output_dir=f\"Your_HF_username/{OUTPUT_DIR}\",\n    dataloader_drop_last=True,\n    evaluation_strategy=\"steps\",\n    save_strategy=\"steps\",\n    max_steps=MAX_STEPS,\n    eval_steps=EVAL_FREQ,\n    save_steps=SAVE_FREQ,\n    logging_steps=LOG_FREQ,\n    per_device_train_batch_size=BATCH_SIZE,\n    per_device_eval_batch_size=BATCH_SIZE,\n    learning_rate=LR,\n    lr_scheduler_type=LR_SCHEDULER_TYPE,\n    warmup_steps=NUM_WARMUP_STEPS,\n    gradient_accumulation_steps=GR_ACC_STEPS,\n    gradient_checkpointing=True,\n    fp16=FP16,\n    bf16=BF16,\n    weight_decay=WEIGHT_DECAY,\n    push_to_hub=True,\n    include_tokens_per_second=True,\n)\n\nAs a final step, instantiate the Trainer and call the train method.\n\ntrainer = Trainer(\n    model=model, args=training_args, train_dataset=train_dataset, eval_dataset=eval_dataset\n)\n\nprint(\"Training...\")\ntrainer.train()\n\nTraining...\n\n\n\n    \n      \n      \n      [2000/2000 4:16:10, Epoch 1/9223372036854775807]\n    \n    \n\n\n\nStep\nTraining Loss\nValidation Loss\n\n\n\n\n100\n5.524600\n7.456872\n\n\n200\n5.617800\n7.262190\n\n\n300\n5.129100\n6.410039\n\n\n400\n5.052200\n6.306774\n\n\n500\n5.202900\n6.117062\n\n\n600\n4.654100\n6.018349\n\n\n700\n5.100200\n6.000355\n\n\n800\n5.049800\n5.889457\n\n\n900\n4.541200\n5.813823\n\n\n1000\n5.000700\n5.834208\n\n\n1100\n5.026500\n5.781939\n\n\n1200\n4.411800\n5.720596\n\n\n1300\n4.782500\n5.736376\n\n\n1400\n4.980200\n5.712276\n\n\n1500\n4.368700\n5.689637\n\n\n1600\n4.884700\n5.675920\n\n\n1700\n4.914400\n5.662421\n\n\n1800\n4.248700\n5.660122\n\n\n1900\n4.798400\n5.664026\n\n\n2000\n4.704200\n5.655665\n\n\n\n\n\n\nTrainOutput(global_step=2000, training_loss=4.885598585128784, metrics={'train_runtime': 15380.3075, 'train_samples_per_second': 2.081, 'train_steps_per_second': 0.13, 'train_tokens_per_second': 4261.033, 'total_flos': 4.0317260660736e+17, 'train_loss': 4.885598585128784, 'epoch': 1.0})\n\n\nFinally, you can push the fine-tuned model to your Hub repository to share with your team.\n\ntrainer.push_to_hub()\n\n\n\n\nOnce the model is uploaded to Hub, we can use it for inference. To do so we first initialize the original base model and its tokenizer. Next, we need to merge the fine-duned weights with the base model.\n\nfrom peft import PeftModel\nimport torch\n\n# load the original model first\ntokenizer = AutoTokenizer.from_pretrained(MODEL, trust_remote_code=True)\nbase_model = AutoModelForCausalLM.from_pretrained(\n    MODEL,\n    quantization_config=None,\n    device_map=None,\n    trust_remote_code=True,\n    torch_dtype=torch.bfloat16,\n).cuda()\n\n# merge fine-tuned weights with the base model\npeft_model_id = f\"Your_HF_username/{OUTPUT_DIR}\"\nmodel = PeftModel.from_pretrained(base_model, peft_model_id)\nmodel.merge_and_unload()\n\nNow we can use the merged model for inference. For convenience, we’ll define a get_code_completion - feel free to experiment with text generation parameters!\n\ndef get_code_completion(prefix, suffix):\n    text = prompt = f\"\"\"&lt;fim_prefix&gt;{prefix}&lt;fim_suffix&gt;{suffix}&lt;fim_middle&gt;\"\"\"\n    model.eval()\n    outputs = model.generate(\n        input_ids=tokenizer(text, return_tensors=\"pt\").input_ids.cuda(),\n        max_new_tokens=128,\n        temperature=0.2,\n        top_k=50,\n        top_p=0.95,\n        do_sample=True,\n        repetition_penalty=1.0,\n    )\n    return tokenizer.batch_decode(outputs, skip_special_tokens=True)[0]\n\nNow all we need to do to get code completion is call the get_code_complete function and pass the first few lines that we want to be completed as a prefix, and an empty string as a suffix.\n\nprefix = \"\"\"from peft import LoraConfig, TaskType, get_peft_model\nfrom transformers import AutoModelForCausalLM\npeft_config = LoraConfig(\n\"\"\"\nsuffix =\"\"\"\"\"\"\n\nprint(get_code_completion(prefix, suffix))\n\nfrom peft import LoraConfig, TaskType, get_peft_model\nfrom transformers import AutoModelForCausalLM\npeft_config = LoraConfig(\n    task_type=TaskType.CAUSAL_LM,\n    r=8,\n    lora_alpha=32,\n    target_modules=[\"q_proj\", \"v_proj\"],\n    lora_dropout=0.1,\n    bias=\"none\",\n    modules_to_save=[\"q_proj\", \"v_proj\"],\n    inference_mode=False,\n)\nmodel = AutoModelForCausalLM.from_pretrained(\"gpt2\")\nmodel = get_peft_model(model, peft_config)\nmodel.print_trainable_parameters()\n\n\nAs someone who has just used the PEFT library earlier in this notebook, you can see that the generated result for creating a LoraConfig is rather good!\nIf you go back to the cell where we instantiate the model for inference, and comment out the lines where we merge the fine-tuned weights, you can see what the original model would’ve generated for the exact same prefix:\n\nprefix = \"\"\"from peft import LoraConfig, TaskType, get_peft_model\nfrom transformers import AutoModelForCausalLM\npeft_config = LoraConfig(\n\"\"\"\nsuffix =\"\"\"\"\"\"\n\nprint(get_code_completion(prefix, suffix))\n\nfrom peft import LoraConfig, TaskType, get_peft_model\nfrom transformers import AutoModelForCausalLM\npeft_config = LoraConfig(\n    model_name_or_path=\"facebook/wav2vec2-base-960h\",\n    num_labels=1,\n    num_features=1,\n    num_hidden_layers=1,\n    num_attention_heads=1,\n    num_hidden_layers_per_attention_head=1,\n    num_attention_heads_per_hidden_layer=1,\n    hidden_size=1024,\n    hidden_dropout_prob=0.1,\n    hidden_act=\"gelu\",\n    hidden_act_dropout_prob=0.1,\n    hidden\n\n\nWhile it is Python syntax, you can see that the original model has no understanding of what a LoraConfig should be doing.\nTo learn how this kind of fine-tuning compares to full fine-tuning, and how to use a model like this as your copilot in VS Code via Inference Endpoints, or locally, check out the “Personal Copilot: Train Your Own Coding Assistant” blog post. This notebook complements the original blog post.",
+    "crumbs": [
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+    "text": "For this example, we picked the top 10 Hugging Face public repositories on GitHub. We have excluded non-code files from the data, such as images, audio files, presentations, and so on. For Jupyter notebooks, we’ve kept only cells containing code. The resulting code is stored as a dataset that you can find on the Hugging Face Hub under smangrul/hf-stack-v1. It contains repo id, file path, and file content.",
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+    "text": "We’ll finetune bigcode/starcoderbase-1b, which is a 1B parameter model trained on 80+ programming languages. This is a gated model, so if you plan to run this notebook with this exact model, you’ll need to gain access to it on the model’s page. Log in to your Hugging Face account to do so:\n\nfrom huggingface_hub import notebook_login\n\nnotebook_login()\n\nTo get started, let’s install all the necessary libraries. As you can see, in addition to transformers and datasets, we’ll be using peft, bitsandbytes, and flash-attn to optimize the training.\nBy employing parameter-efficient training techniques, we can run this notebook on a single A100 High-RAM GPU.\n\n!pip install -q transformers datasets peft bitsandbytes flash-attn\n\nLet’s define some variables now. Feel free to play with these.\n\nMODEL=\"bigcode/starcoderbase-1b\" # Model checkpoint on the Hugging Face Hub\nDATASET=\"smangrul/hf-stack-v1\"   # Dataset on the Hugging Face Hub\nDATA_COLUMN=\"content\"            # Column name containing the code content\n\nSEQ_LENGTH=2048                  # Sequence length\n\n# Training arguments\nMAX_STEPS=2000                   # max_steps\nBATCH_SIZE=16                    # batch_size\nGR_ACC_STEPS=1                   # gradient_accumulation_steps\nLR=5e-4                          # learning_rate\nLR_SCHEDULER_TYPE=\"cosine\"       # lr_scheduler_type\nWEIGHT_DECAY=0.01                # weight_decay\nNUM_WARMUP_STEPS=30              # num_warmup_steps\nEVAL_FREQ=100                    # eval_freq\nSAVE_FREQ=100                    # save_freq\nLOG_FREQ=25                      # log_freq\nOUTPUT_DIR=\"peft-starcoder-lora-a100\" # output_dir\nBF16=True                        # bf16\nFP16=False                       # no_fp16\n\n# FIM trasformations arguments\nFIM_RATE=0.5                     # fim_rate\nFIM_SPM_RATE=0.5                 # fim_spm_rate\n\n# LORA\nLORA_R=8                         # lora_r\nLORA_ALPHA=32                    # lora_alpha\nLORA_DROPOUT=0.0                 # lora_dropout\nLORA_TARGET_MODULES=\"c_proj,c_attn,q_attn,c_fc,c_proj\"    # lora_target_modules\n\n# bitsandbytes config\nUSE_NESTED_QUANT=True            # use_nested_quant\nBNB_4BIT_COMPUTE_DTYPE=\"bfloat16\"# bnb_4bit_compute_dtype\n\nSEED=0\n\n\nfrom transformers import (\n    AutoModelForCausalLM,\n    AutoTokenizer,\n    Trainer,\n    TrainingArguments,\n    logging,\n    set_seed,\n    BitsAndBytesConfig,\n)\n\nset_seed(SEED)",
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+    "text": "Begin by loading the data. As the dataset is likely to be quite large, make sure to enable the streaming mode. Streaming allows us to load the data progressively as we iterate over the dataset instead of downloading the whole dataset at once.\nWe’ll reserve the first 4000 examples as the validation set, and everything else will be the training data.\n\nfrom datasets import load_dataset\nimport torch\nfrom tqdm import tqdm\n\n\ndataset = load_dataset(\n    DATASET,\n    data_dir=\"data\",\n    split=\"train\",\n    streaming=True,\n)\n\nvalid_data = dataset.take(4000)\ntrain_data = dataset.skip(4000)\ntrain_data = train_data.shuffle(buffer_size=5000, seed=SEED)\n\nAt this step, the dataset still contains raw data with code of arbitraty length. For training, we need inputs of fixed length. Let’s create an Iterable dataset that would return constant-length chunks of tokens from a stream of text files.\nFirst, let’s estimate the average number of characters per token in the dataset, which will help us later estimate the number of tokens in the text buffer later. By default, we’ll only take 400 examples (nb_examples) from the dataset. Using only a subset of the entire dataset will reduce computational cost while still providing a reasonable estimate of the overall character-to-token ratio.\n\ntokenizer = AutoTokenizer.from_pretrained(MODEL, trust_remote_code=True)\n\ndef chars_token_ratio(dataset, tokenizer, data_column, nb_examples=400):\n    \"\"\"\n    Estimate the average number of characters per token in the dataset.\n    \"\"\"\n\n    total_characters, total_tokens = 0, 0\n    for _, example in tqdm(zip(range(nb_examples), iter(dataset)), total=nb_examples):\n        total_characters += len(example[data_column])\n        total_tokens += len(tokenizer(example[data_column]).tokens())\n\n    return total_characters / total_tokens\n\n\nchars_per_token = chars_token_ratio(train_data, tokenizer, DATA_COLUMN)\nprint(f\"The character to token ratio of the dataset is: {chars_per_token:.2f}\")\n\n100%|██████████| 400/400 [00:10&lt;00:00, 39.87it/s] \n\n\nThe character to token ratio of the dataset is: 2.43\n\n\n\n\n\nThe character-to-token ratio can also be used as an indicator of the quality of text tokenization. For instance, a character-to-token ratio of 1.0 would mean that each character is represented with a token, which is not very meaningful. This would indicate poor tokenization. In standard English text, one token is typically equivalent to approximately four characters, meaning the character-to-token ratio is around 4.0. We can expect a lower ratio in the code dataset, but generally speaking, a number between 2.0 and 3.5 can be considered good enough.\nOptional FIM transformations\nAutoregressive language models typically generate sequences from left to right. By applying the FIM transformations, the model can also learn to infill text. Check out “Efficient Training of Language Models to Fill in the Middle” paper to learn more about the technique. We’ll define the FIM transformations here and will use them when creating the Iterable Dataset. However, if you want to omit transformations, feel free to set fim_rate to 0.\n\nimport functools\nimport numpy as np\n\n\n# Helper function to get token ids of the special tokens for prefix, suffix and middle for FIM transformations.\n@functools.lru_cache(maxsize=None)\ndef get_fim_token_ids(tokenizer):\n    try:\n        FIM_PREFIX, FIM_MIDDLE, FIM_SUFFIX, FIM_PAD = tokenizer.special_tokens_map[\"additional_special_tokens\"][1:5]\n        suffix_tok_id, prefix_tok_id, middle_tok_id, pad_tok_id = (\n            tokenizer.vocab[tok] for tok in [FIM_SUFFIX, FIM_PREFIX, FIM_MIDDLE, FIM_PAD]\n        )\n    except KeyError:\n        suffix_tok_id, prefix_tok_id, middle_tok_id, pad_tok_id = None, None, None, None\n    return suffix_tok_id, prefix_tok_id, middle_tok_id, pad_tok_id\n\n\n## Adapted from https://github.com/bigcode-project/Megatron-LM/blob/6c4bf908df8fd86b4977f54bf5b8bd4b521003d1/megatron/data/gpt_dataset.py\ndef permute(\n    sample,\n    np_rng,\n    suffix_tok_id,\n    prefix_tok_id,\n    middle_tok_id,\n    pad_tok_id,\n    fim_rate=0.5,\n    fim_spm_rate=0.5,\n    truncate_or_pad=False,\n):\n    \"\"\"\n    Take in a sample (list of tokens) and perform a FIM transformation on it with a probability of fim_rate, using two FIM modes:\n    PSM and SPM (with a probability of fim_spm_rate).\n    \"\"\"\n\n    # The if condition will trigger with the probability of fim_rate\n    # This means FIM transformations will apply to samples with a probability of fim_rate\n    if np_rng.binomial(1, fim_rate):\n\n        # Split the sample into prefix, middle, and suffix, based on randomly generated indices stored in the boundaries list.\n        boundaries = list(np_rng.randint(low=0, high=len(sample) + 1, size=2))\n        boundaries.sort()\n\n        prefix = np.array(sample[: boundaries[0]], dtype=np.int64)\n        middle = np.array(sample[boundaries[0] : boundaries[1]], dtype=np.int64)\n        suffix = np.array(sample[boundaries[1] :], dtype=np.int64)\n\n        if truncate_or_pad:\n            # calculate the new total length of the sample, taking into account tokens indicating prefix, middle, and suffix\n            new_length = suffix.shape[0] + prefix.shape[0] + middle.shape[0] + 3\n            diff = new_length - len(sample)\n\n            # trancate or pad if there's a difference in length between the new length and the original\n            if diff &gt; 0:\n                if suffix.shape[0] &lt;= diff:\n                    return sample, np_rng\n                suffix = suffix[: suffix.shape[0] - diff]\n            elif diff &lt; 0:\n                suffix = np.concatenate([suffix, np.full((-1 * diff), pad_tok_id)])\n\n        # With the probability of fim_spm_rateapply SPM variant of FIM transformations\n        # SPM: suffix, prefix, middle\n        if np_rng.binomial(1, fim_spm_rate):\n            new_sample = np.concatenate(\n                [\n                    [prefix_tok_id, suffix_tok_id],\n                    suffix,\n                    [middle_tok_id],\n                    prefix,\n                    middle,\n                ]\n            )\n        # Otherwise, apply the PSM variant of FIM transformations\n        # PSM: prefix, suffix, middle\n        else:\n\n            new_sample = np.concatenate(\n                [\n                    [prefix_tok_id],\n                    prefix,\n                    [suffix_tok_id],\n                    suffix,\n                    [middle_tok_id],\n                    middle,\n                ]\n            )\n    else:\n        # don't apply FIM transformations\n        new_sample = sample\n\n    return list(new_sample), np_rng\n\nLet’s define the ConstantLengthDataset, an Iterable dataset that will return constant-length chunks of tokens. To do so, we’ll read a buffer of text from the original dataset until we hit the size limits and then apply tokenizer to convert the raw text into tokenized inputs. Optionally, we’ll perform FIM transformations on some sequences (the proportion of sequences affected is controlled by fim_rate).\nOnce defined, we can create instances of the ConstantLengthDataset from both training and validation data.\n\nfrom torch.utils.data import IterableDataset\nfrom torch.utils.data.dataloader import DataLoader\nimport random\n\n# Create an Iterable dataset that returns constant-length chunks of tokens from a stream of text files.\n\nclass ConstantLengthDataset(IterableDataset):\n    \"\"\"\n    Iterable dataset that returns constant length chunks of tokens from stream of text files.\n        Args:\n            tokenizer (Tokenizer): The processor used for proccessing the data.\n            dataset (dataset.Dataset): Dataset with text files.\n            infinite (bool): If True the iterator is reset after dataset reaches end else stops.\n            seq_length (int): Length of token sequences to return.\n            num_of_sequences (int): Number of token sequences to keep in buffer.\n            chars_per_token (int): Number of characters per token used to estimate number of tokens in text buffer.\n            fim_rate (float): Rate (0.0 to 1.0) that sample will be permuted with FIM.\n            fim_spm_rate (float): Rate (0.0 to 1.0) of FIM permuations that will use SPM.\n            seed (int): Seed for random number generator.\n    \"\"\"\n\n    def __init__(\n        self,\n        tokenizer,\n        dataset,\n        infinite=False,\n        seq_length=1024,\n        num_of_sequences=1024,\n        chars_per_token=3.6,\n        content_field=\"content\",\n        fim_rate=0.5,\n        fim_spm_rate=0.5,\n        seed=0,\n    ):\n        self.tokenizer = tokenizer\n        self.concat_token_id = tokenizer.eos_token_id\n        self.dataset = dataset\n        self.seq_length = seq_length\n        self.infinite = infinite\n        self.current_size = 0\n        self.max_buffer_size = seq_length * chars_per_token * num_of_sequences\n        self.content_field = content_field\n        self.fim_rate = fim_rate\n        self.fim_spm_rate = fim_spm_rate\n        self.seed = seed\n\n        (\n            self.suffix_tok_id,\n            self.prefix_tok_id,\n            self.middle_tok_id,\n            self.pad_tok_id,\n        ) = get_fim_token_ids(self.tokenizer)\n        if not self.suffix_tok_id and self.fim_rate &gt; 0:\n            print(\"FIM is not supported by tokenizer, disabling FIM\")\n            self.fim_rate = 0\n\n    def __iter__(self):\n        iterator = iter(self.dataset)\n        more_examples = True\n        np_rng = np.random.RandomState(seed=self.seed)\n        while more_examples:\n            buffer, buffer_len = [], 0\n            while True:\n                if buffer_len &gt;= self.max_buffer_size:\n                    break\n                try:\n                    buffer.append(next(iterator)[self.content_field])\n                    buffer_len += len(buffer[-1])\n                except StopIteration:\n                    if self.infinite:\n                        iterator = iter(self.dataset)\n                    else:\n                        more_examples = False\n                        break\n            tokenized_inputs = self.tokenizer(buffer, truncation=False)[\"input_ids\"]\n            all_token_ids = []\n\n            for tokenized_input in tokenized_inputs:\n                # optionally do FIM permutations\n                if self.fim_rate &gt; 0:\n                    tokenized_input, np_rng = permute(\n                        tokenized_input,\n                        np_rng,\n                        self.suffix_tok_id,\n                        self.prefix_tok_id,\n                        self.middle_tok_id,\n                        self.pad_tok_id,\n                        fim_rate=self.fim_rate,\n                        fim_spm_rate=self.fim_spm_rate,\n                        truncate_or_pad=False,\n                    )\n\n                all_token_ids.extend(tokenized_input + [self.concat_token_id])\n            examples = []\n            for i in range(0, len(all_token_ids), self.seq_length):\n                input_ids = all_token_ids[i : i + self.seq_length]\n                if len(input_ids) == self.seq_length:\n                    examples.append(input_ids)\n            random.shuffle(examples)\n            for example in examples:\n                self.current_size += 1\n                yield {\n                    \"input_ids\": torch.LongTensor(example),\n                    \"labels\": torch.LongTensor(example),\n                }\n\n\ntrain_dataset = ConstantLengthDataset(\n        tokenizer,\n        train_data,\n        infinite=True,\n        seq_length=SEQ_LENGTH,\n        chars_per_token=chars_per_token,\n        content_field=DATA_COLUMN,\n        fim_rate=FIM_RATE,\n        fim_spm_rate=FIM_SPM_RATE,\n        seed=SEED,\n)\neval_dataset = ConstantLengthDataset(\n        tokenizer,\n        valid_data,\n        infinite=False,\n        seq_length=SEQ_LENGTH,\n        chars_per_token=chars_per_token,\n        content_field=DATA_COLUMN,\n        fim_rate=FIM_RATE,\n        fim_spm_rate=FIM_SPM_RATE,\n        seed=SEED,\n)",
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+    "text": "Now that the data is prepared, it’s time to load the model! We’re going to load the quantized version of the model.\nThis will allow us to reduce memory usage, as quantization represents data with fewer bits. We’ll use the bitsandbytes library to quantize the model, as it has a nice integration with transformers. All we need to do is define a bitsandbytes config, and then use it when loading the model.\nThere are different variants of 4bit quantization, but generally, we recommend using NF4 quantization for better performance (bnb_4bit_quant_type=\"nf4\").\nThe bnb_4bit_use_double_quant option adds a second quantization after the first one to save an additional 0.4 bits per parameter.\nTo learn more about quantization, check out the “Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA” blog post.\nOnce defined, pass the config to the from_pretrained method to load the quantized version of the model.\n\nfrom peft import LoraConfig, get_peft_model, prepare_model_for_kbit_training\nfrom peft.tuners.lora import LoraLayer\n\nload_in_8bit = False\n\n# 4-bit quantization\ncompute_dtype = getattr(torch, BNB_4BIT_COMPUTE_DTYPE)\n\nbnb_config = BitsAndBytesConfig(\n    load_in_4bit=True,\n    bnb_4bit_quant_type=\"nf4\",\n    bnb_4bit_compute_dtype=compute_dtype,\n    bnb_4bit_use_double_quant=USE_NESTED_QUANT,\n)\n\ndevice_map = {\"\": 0}\n\nmodel = AutoModelForCausalLM.from_pretrained(\n        MODEL,\n        load_in_8bit=load_in_8bit,\n        quantization_config=bnb_config,\n        device_map=device_map,\n        use_cache=False,  # We will be using gradient checkpointing\n        trust_remote_code=True,\n        use_flash_attention_2=True,\n)\n\nWhen using a quantized model for training, you need to call the prepare_model_for_kbit_training() function to preprocess the quantized model for training.\n\nmodel = prepare_model_for_kbit_training(model)\n\nNow that the quantized model is ready, we can set up a LoRA configuration. LoRA makes fine-tuning more efficient by drastically reducing the number of trainable parameters.\nTo train a model using LoRA technique, we need to wrap the base model as a PeftModel. This involves definign LoRA configuration with LoraConfig, and wrapping the original model with get_peft_model() using the LoraConfig.\nTo learn more about LoRA and its parameters, refer to PEFT documentation.\n\n# Set up lora\npeft_config = LoraConfig(\n    lora_alpha=LORA_ALPHA,\n    lora_dropout=LORA_DROPOUT,\n    r=LORA_R,\n    bias=\"none\",\n    task_type=\"CAUSAL_LM\",\n    target_modules=LORA_TARGET_MODULES.split(\",\"),\n)\n\nmodel = get_peft_model(model, peft_config)\nmodel.print_trainable_parameters()\n\ntrainable params: 5,554,176 || all params: 1,142,761,472 || trainable%: 0.4860310866343243\n\n\nAs you can see, by applying LoRA technique we will now need to train less than 1% of the parameters.",
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+    "text": "Now that we have prepared the data, and optimized the model, we are ready to bring everything together to start the training.\nTo instantiate a Trainer, you need to define the training configuration. The most important is the TrainingArguments, which is a class that contains all the attributes to configure the training.\nThese are similar to any other kind of model training you may run, so we won’t go into detail here.\n\ntrain_data.start_iteration = 0\n\n\ntraining_args = TrainingArguments(\n    output_dir=f\"Your_HF_username/{OUTPUT_DIR}\",\n    dataloader_drop_last=True,\n    evaluation_strategy=\"steps\",\n    save_strategy=\"steps\",\n    max_steps=MAX_STEPS,\n    eval_steps=EVAL_FREQ,\n    save_steps=SAVE_FREQ,\n    logging_steps=LOG_FREQ,\n    per_device_train_batch_size=BATCH_SIZE,\n    per_device_eval_batch_size=BATCH_SIZE,\n    learning_rate=LR,\n    lr_scheduler_type=LR_SCHEDULER_TYPE,\n    warmup_steps=NUM_WARMUP_STEPS,\n    gradient_accumulation_steps=GR_ACC_STEPS,\n    gradient_checkpointing=True,\n    fp16=FP16,\n    bf16=BF16,\n    weight_decay=WEIGHT_DECAY,\n    push_to_hub=True,\n    include_tokens_per_second=True,\n)\n\nAs a final step, instantiate the Trainer and call the train method.\n\ntrainer = Trainer(\n    model=model, args=training_args, train_dataset=train_dataset, eval_dataset=eval_dataset\n)\n\nprint(\"Training...\")\ntrainer.train()\n\nTraining...\n\n\n\n    \n      \n      \n      [2000/2000 4:16:10, Epoch 1/9223372036854775807]\n    \n    \n\n\n\nStep\nTraining Loss\nValidation Loss\n\n\n\n\n100\n5.524600\n7.456872\n\n\n200\n5.617800\n7.262190\n\n\n300\n5.129100\n6.410039\n\n\n400\n5.052200\n6.306774\n\n\n500\n5.202900\n6.117062\n\n\n600\n4.654100\n6.018349\n\n\n700\n5.100200\n6.000355\n\n\n800\n5.049800\n5.889457\n\n\n900\n4.541200\n5.813823\n\n\n1000\n5.000700\n5.834208\n\n\n1100\n5.026500\n5.781939\n\n\n1200\n4.411800\n5.720596\n\n\n1300\n4.782500\n5.736376\n\n\n1400\n4.980200\n5.712276\n\n\n1500\n4.368700\n5.689637\n\n\n1600\n4.884700\n5.675920\n\n\n1700\n4.914400\n5.662421\n\n\n1800\n4.248700\n5.660122\n\n\n1900\n4.798400\n5.664026\n\n\n2000\n4.704200\n5.655665\n\n\n\n\n\n\nTrainOutput(global_step=2000, training_loss=4.885598585128784, metrics={'train_runtime': 15380.3075, 'train_samples_per_second': 2.081, 'train_steps_per_second': 0.13, 'train_tokens_per_second': 4261.033, 'total_flos': 4.0317260660736e+17, 'train_loss': 4.885598585128784, 'epoch': 1.0})\n\n\nFinally, you can push the fine-tuned model to your Hub repository to share with your team.\n\ntrainer.push_to_hub()",
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+    "text": "Once the model is uploaded to Hub, we can use it for inference. To do so we first initialize the original base model and its tokenizer. Next, we need to merge the fine-duned weights with the base model.\n\nfrom peft import PeftModel\nimport torch\n\n# load the original model first\ntokenizer = AutoTokenizer.from_pretrained(MODEL, trust_remote_code=True)\nbase_model = AutoModelForCausalLM.from_pretrained(\n    MODEL,\n    quantization_config=None,\n    device_map=None,\n    trust_remote_code=True,\n    torch_dtype=torch.bfloat16,\n).cuda()\n\n# merge fine-tuned weights with the base model\npeft_model_id = f\"Your_HF_username/{OUTPUT_DIR}\"\nmodel = PeftModel.from_pretrained(base_model, peft_model_id)\nmodel.merge_and_unload()\n\nNow we can use the merged model for inference. For convenience, we’ll define a get_code_completion - feel free to experiment with text generation parameters!\n\ndef get_code_completion(prefix, suffix):\n    text = prompt = f\"\"\"&lt;fim_prefix&gt;{prefix}&lt;fim_suffix&gt;{suffix}&lt;fim_middle&gt;\"\"\"\n    model.eval()\n    outputs = model.generate(\n        input_ids=tokenizer(text, return_tensors=\"pt\").input_ids.cuda(),\n        max_new_tokens=128,\n        temperature=0.2,\n        top_k=50,\n        top_p=0.95,\n        do_sample=True,\n        repetition_penalty=1.0,\n    )\n    return tokenizer.batch_decode(outputs, skip_special_tokens=True)[0]\n\nNow all we need to do to get code completion is call the get_code_complete function and pass the first few lines that we want to be completed as a prefix, and an empty string as a suffix.\n\nprefix = \"\"\"from peft import LoraConfig, TaskType, get_peft_model\nfrom transformers import AutoModelForCausalLM\npeft_config = LoraConfig(\n\"\"\"\nsuffix =\"\"\"\"\"\"\n\nprint(get_code_completion(prefix, suffix))\n\nfrom peft import LoraConfig, TaskType, get_peft_model\nfrom transformers import AutoModelForCausalLM\npeft_config = LoraConfig(\n    task_type=TaskType.CAUSAL_LM,\n    r=8,\n    lora_alpha=32,\n    target_modules=[\"q_proj\", \"v_proj\"],\n    lora_dropout=0.1,\n    bias=\"none\",\n    modules_to_save=[\"q_proj\", \"v_proj\"],\n    inference_mode=False,\n)\nmodel = AutoModelForCausalLM.from_pretrained(\"gpt2\")\nmodel = get_peft_model(model, peft_config)\nmodel.print_trainable_parameters()\n\n\nAs someone who has just used the PEFT library earlier in this notebook, you can see that the generated result for creating a LoraConfig is rather good!\nIf you go back to the cell where we instantiate the model for inference, and comment out the lines where we merge the fine-tuned weights, you can see what the original model would’ve generated for the exact same prefix:\n\nprefix = \"\"\"from peft import LoraConfig, TaskType, get_peft_model\nfrom transformers import AutoModelForCausalLM\npeft_config = LoraConfig(\n\"\"\"\nsuffix =\"\"\"\"\"\"\n\nprint(get_code_completion(prefix, suffix))\n\nfrom peft import LoraConfig, TaskType, get_peft_model\nfrom transformers import AutoModelForCausalLM\npeft_config = LoraConfig(\n    model_name_or_path=\"facebook/wav2vec2-base-960h\",\n    num_labels=1,\n    num_features=1,\n    num_hidden_layers=1,\n    num_attention_heads=1,\n    num_hidden_layers_per_attention_head=1,\n    num_attention_heads_per_hidden_layer=1,\n    hidden_size=1024,\n    hidden_dropout_prob=0.1,\n    hidden_act=\"gelu\",\n    hidden_act_dropout_prob=0.1,\n    hidden\n\n\nWhile it is Python syntax, you can see that the original model has no understanding of what a LoraConfig should be doing.\nTo learn how this kind of fine-tuning compares to full fine-tuning, and how to use a model like this as your copilot in VS Code via Inference Endpoints, or locally, check out the “Personal Copilot: Train Your Own Coding Assistant” blog post. This notebook complements the original blog post.",
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+    "text": "!pip install -q torch transformers transformers langchain sentence-transformers faiss-gpu openpyxl openai\n%reload_ext autoreload\n%autoreload 2\n%reload_ext dotenv\n%dotenv\nfrom tqdm.notebook import tqdm\nimport pandas as pd\nfrom typing import Optional, List, Tuple\nfrom langchain_core.language_models import BaseChatModel\nimport json\nimport datasets\n\npd.set_option(\"display.max_colwidth\", None)",
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+    "text": "Example results\nLet us load the results that I obtained by tweaking the different options available in this notebook. For more detail on why these options could work on not, see the notebook on advanced_RAG.\nAs you can see in the graph below, some tweaks do not bring any improvement, some give huge performance boosts.\n➡️ There is no single good recipe: you should try several different directions when tuning your RAG systems.\n\nimport plotly.express as px\n\nscores = datasets.load_dataset(\"m-ric/rag_scores_cookbook\", split=\"train\")\nscores = pd.Series(scores[\"score\"], index=scores[\"settings\"])\n\n\nfig = px.bar(\n    scores,\n    color=scores,\n    labels={\n        \"value\": \"Accuracy\",\n        \"settings\": \"Configuration\",\n    },\n    color_continuous_scale=\"bluered\",\n)\nfig.update_layout(w\n    width=1000,\n    height=600,\n    barmode=\"group\",\n    yaxis_range=[0, 100],\n    title=\"&lt;b&gt;Accuracy of different RAG configurations&lt;/b&gt;\",\n    xaxis_title=\"RAG settings\",\n    font=dict(size=15),\n)\nfig.layout.yaxis.ticksuffix = \"%\"\nfig.update_coloraxes(showscale=False)\nfig.update_traces(texttemplate=\"%{y:.1f}\", textposition=\"outside\")\nfig.show()\n\n\nAs you can see, these had varying impact on performance. In particular, tuning the chunk size is both easy and very impactful.\nBut this is our case: your results could be very different: now that you have a robust evaluation pipeline, you can set on to explore other options! 🗺️",
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+    "text": "Authored by: Derek Thomas\n\n\nI have a dataset I want to embed for semantic search (or QA, or RAG), I want the easiest way to do embed this and put it in a new dataset.\n\n\n\nI’m using a dataset from my favorite subreddit r/bestofredditorupdates. Because it has long entries, I will use the new jinaai/jina-embeddings-v2-base-en since it has an 8k context length. I will deploy this using Inference Endpoint to save time and money. To follow this tutorial, you will need to have already added a payment method. If you haven’t, you can add one here in billing. To make it even easier, I’ll make this fully API based.\nTo make this MUCH faster I will use the Text Embeddings Inference image. This has many benefits like: - No model graph compilation step - Small docker images and fast boot times. Get ready for true serverless! - Token based dynamic batching - Optimized transformers code for inference using Flash Attention, Candle and cuBLASLt - Safetensors weight loading - Production ready (distributed tracing with Open Telemetry, Prometheus metrics)\n\n\n\nimg\n\n\n\n\n\n\n!pip install -q aiohttp==3.8.3 datasets==2.14.6 pandas==1.5.3 requests==2.31.0 tqdm==4.66.1 huggingface-hub&gt;=0.20\n\n\n\n\n\nimport asyncio\nfrom getpass import getpass\nimport json\nfrom pathlib import Path\nimport time\nfrom typing import Optional\n\nfrom aiohttp import ClientSession, ClientTimeout\nfrom datasets import load_dataset, Dataset, DatasetDict\nfrom huggingface_hub import notebook_login, create_inference_endpoint, list_inference_endpoints, whoami\nimport numpy as np\nimport pandas as pd\nimport requests\nfrom tqdm.auto import tqdm\n\n\n\n\nDATASET_IN is where your text data is DATASET_OUT is where your embeddings will be stored\nNote I used 5 for the MAX_WORKERS since jina-embeddings-v2 are quite memory hungry.\n\nDATASET_IN = 'derek-thomas/dataset-creator-reddit-bestofredditorupdates'\nDATASET_OUT = \"processed-subset-bestofredditorupdates\"\nENDPOINT_NAME = \"boru-jina-embeddings-demo-ie\"\n\nMAX_WORKERS = 5  # This is for how many async workers you want. Choose based on the model and hardware \nROW_COUNT = 100  # Choose None to use all rows, Im using 100 just for a demo\n\nHugging Face offers a number of GPUs that you can choose from a number of GPUs that you can choose in Inference Endpoints. Here they are in table form:\n\n\n\nGPU\ninstanceType\ninstanceSize\nvRAM\n\n\n\n\n1x Nvidia Tesla T4\ng4dn.xlarge\nsmall\n16GB\n\n\n4x Nvidia Tesla T4\ng4dn.12xlarge\nlarge\n64GB\n\n\n1x Nvidia A10G\ng5.2xlarge\nmedium\n24GB\n\n\n4x Nvidia A10G\ng5.12xlarge\nxxlarge\n96GB\n\n\n1x Nvidia A100*\np4de\nxlarge\n80GB\n\n\n2x Nvidia A100*\np4de\n2xlarge\n160GB\n\n\n\n*Note that for A100s you might get a note to email us to get access.\n\n# GPU Choice\nVENDOR=\"aws\"\nREGION=\"us-east-1\"\nINSTANCE_SIZE=\"medium\"\nINSTANCE_TYPE=\"g5.2xlarge\"\n\n\nnotebook_login()\n\n\n\n\nSome users might have payment registered in an organization. This allows you to connect to an organization (that you are a member of) with a payment method.\nLeave it blank is you want to use your username.\n\nwho = whoami()\norganization = getpass(prompt=\"What is your Hugging Face 🤗 username or organization? (with an added payment method)\")\n\nnamespace = organization or who['name']\n\nWhat is your Hugging Face 🤗 username or organization? (with an added payment method) ········\n\n\n\n\n\n\ndataset = load_dataset(DATASET_IN)\ndataset['train']\n\n\n\n\nDataset({\n    features: ['id', 'content', 'score', 'date_utc', 'title', 'flair', 'poster', 'permalink', 'new', 'updated'],\n    num_rows: 10042\n})\n\n\n\ndocuments = dataset['train'].to_pandas().to_dict('records')[:ROW_COUNT]\nlen(documents), documents[0]\n\n(100,\n {'id': '10004zw',\n  'content': '[removed]',\n  'score': 1,\n  'date_utc': Timestamp('2022-12-31 18:16:22'),\n  'title': 'To All BORU contributors, Thank you :)',\n  'flair': 'CONCLUDED',\n  'poster': 'IsItAcOnSeQuEnCe',\n  'permalink': '/r/BestofRedditorUpdates/comments/10004zw/to_all_boru_contributors_thank_you/',\n  'new': False,\n  'updated': False})",
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+    "text": "I have a dataset I want to embed for semantic search (or QA, or RAG), I want the easiest way to do embed this and put it in a new dataset.",
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+    "href": "notebooks/automatic_embedding.html#approach",
+    "title": "Inference Endpoints",
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+    "text": "I’m using a dataset from my favorite subreddit r/bestofredditorupdates. Because it has long entries, I will use the new jinaai/jina-embeddings-v2-base-en since it has an 8k context length. I will deploy this using Inference Endpoint to save time and money. To follow this tutorial, you will need to have already added a payment method. If you haven’t, you can add one here in billing. To make it even easier, I’ll make this fully API based.\nTo make this MUCH faster I will use the Text Embeddings Inference image. This has many benefits like: - No model graph compilation step - Small docker images and fast boot times. Get ready for true serverless! - Token based dynamic batching - Optimized transformers code for inference using Flash Attention, Candle and cuBLASLt - Safetensors weight loading - Production ready (distributed tracing with Open Telemetry, Prometheus metrics)\n\n\n\nimg",
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+    "text": "!pip install -q aiohttp==3.8.3 datasets==2.14.6 pandas==1.5.3 requests==2.31.0 tqdm==4.66.1 huggingface-hub&gt;=0.20",
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+    "text": "import asyncio\nfrom getpass import getpass\nimport json\nfrom pathlib import Path\nimport time\nfrom typing import Optional\n\nfrom aiohttp import ClientSession, ClientTimeout\nfrom datasets import load_dataset, Dataset, DatasetDict\nfrom huggingface_hub import notebook_login, create_inference_endpoint, list_inference_endpoints, whoami\nimport numpy as np\nimport pandas as pd\nimport requests\nfrom tqdm.auto import tqdm",
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+    "text": "DATASET_IN is where your text data is DATASET_OUT is where your embeddings will be stored\nNote I used 5 for the MAX_WORKERS since jina-embeddings-v2 are quite memory hungry.\n\nDATASET_IN = 'derek-thomas/dataset-creator-reddit-bestofredditorupdates'\nDATASET_OUT = \"processed-subset-bestofredditorupdates\"\nENDPOINT_NAME = \"boru-jina-embeddings-demo-ie\"\n\nMAX_WORKERS = 5  # This is for how many async workers you want. Choose based on the model and hardware \nROW_COUNT = 100  # Choose None to use all rows, Im using 100 just for a demo\n\nHugging Face offers a number of GPUs that you can choose from a number of GPUs that you can choose in Inference Endpoints. Here they are in table form:\n\n\n\nGPU\ninstanceType\ninstanceSize\nvRAM\n\n\n\n\n1x Nvidia Tesla T4\ng4dn.xlarge\nsmall\n16GB\n\n\n4x Nvidia Tesla T4\ng4dn.12xlarge\nlarge\n64GB\n\n\n1x Nvidia A10G\ng5.2xlarge\nmedium\n24GB\n\n\n4x Nvidia A10G\ng5.12xlarge\nxxlarge\n96GB\n\n\n1x Nvidia A100*\np4de\nxlarge\n80GB\n\n\n2x Nvidia A100*\np4de\n2xlarge\n160GB\n\n\n\n*Note that for A100s you might get a note to email us to get access.\n\n# GPU Choice\nVENDOR=\"aws\"\nREGION=\"us-east-1\"\nINSTANCE_SIZE=\"medium\"\nINSTANCE_TYPE=\"g5.2xlarge\"\n\n\nnotebook_login()\n\n\n\n\nSome users might have payment registered in an organization. This allows you to connect to an organization (that you are a member of) with a payment method.\nLeave it blank is you want to use your username.\n\nwho = whoami()\norganization = getpass(prompt=\"What is your Hugging Face 🤗 username or organization? (with an added payment method)\")\n\nnamespace = organization or who['name']\n\nWhat is your Hugging Face 🤗 username or organization? (with an added payment method) ········",
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+    "text": "dataset = load_dataset(DATASET_IN)\ndataset['train']\n\n\n\n\nDataset({\n    features: ['id', 'content', 'score', 'date_utc', 'title', 'flair', 'poster', 'permalink', 'new', 'updated'],\n    num_rows: 10042\n})\n\n\n\ndocuments = dataset['train'].to_pandas().to_dict('records')[:ROW_COUNT]\nlen(documents), documents[0]\n\n(100,\n {'id': '10004zw',\n  'content': '[removed]',\n  'score': 1,\n  'date_utc': Timestamp('2022-12-31 18:16:22'),\n  'title': 'To All BORU contributors, Thank you :)',\n  'flair': 'CONCLUDED',\n  'poster': 'IsItAcOnSeQuEnCe',\n  'permalink': '/r/BestofRedditorUpdates/comments/10004zw/to_all_boru_contributors_thank_you/',\n  'new': False,\n  'updated': False})",
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+    "href": "notebooks/automatic_embedding.html#create-inference-endpoint",
+    "title": "Inference Endpoints",
+    "section": "Create Inference Endpoint",
+    "text": "Create Inference Endpoint\nWe are going to use the API to create an Inference Endpoint. This should provide a few main benefits: - It’s convenient (No clicking) - It’s repeatable (We have the code to run it easily) - It’s cheaper (No time spent waiting for it to load, and automatically shut it down)\n\ntry:\n    endpoint = create_inference_endpoint(\n        ENDPOINT_NAME,\n        repository=\"jinaai/jina-embeddings-v2-base-en\",\n        revision=\"7302ac470bed880590f9344bfeee32ff8722d0e5\",\n        task=\"sentence-embeddings\",\n        framework=\"pytorch\",\n        accelerator=\"gpu\",\n        instance_size=INSTANCE_SIZE,\n        instance_type=INSTANCE_TYPE,\n        region=REGION,\n        vendor=VENDOR,\n        namespace=namespace,\n        custom_image={\n            \"health_route\": \"/health\",\n            \"env\": {\n                \"MAX_BATCH_TOKENS\": str(MAX_WORKERS * 2048),\n                \"MAX_CONCURRENT_REQUESTS\": \"512\",\n                \"MODEL_ID\": \"/repository\"\n            },\n            \"url\": \"ghcr.io/huggingface/text-embeddings-inference:0.5.0\",\n        },\n        type=\"protected\",\n    )\nexcept:\n    endpoint = [ie for ie in list_inference_endpoints(namespace=namespace) if ie.name == ENDPOINT_NAME][0]\n    print('Loaded endpoint')\n\nThere are a few design choices here: - As discussed before we are using jinaai/jina-embeddings-v2-base-en as our model. - For reproducibility we are pinning it to a specific revision. - If you are interested in more models, check out the supported list here. - Note that most embedding models are based on the BERT architecture. - MAX_BATCH_TOKENS is chosen based on our number of workers and the context window of our embedding model. - type=\"protected\" utilized the security from Inference Endpoints detailed here. - I’m using 1x Nvidia A10 since jina-embeddings-v2 is memory hungry (remember the 8k context length). - You should consider further tuning MAX_BATCH_TOKENS and MAX_CONCURRENT_REQUESTS if you have high workloads",
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+    "title": "Inference Endpoints",
+    "section": "Wait until it’s running",
+    "text": "Wait until it’s running\n\n%%time\nendpoint.wait()\n\nCPU times: user 48.1 ms, sys: 15.7 ms, total: 63.8 ms\nWall time: 52.6 s\n\n\nInferenceEndpoint(name='boru-jina-embeddings-demo-ie', namespace='HF-test-lab', repository='jinaai/jina-embeddings-v2-base-en', status='running', url='https://k7l1xeok1jwnpbx5.us-east-1.aws.endpoints.huggingface.cloud')\n\n\nWhen we use endpoint.client.post we get a bytes string back. This is a little tedious because we need to convert this to an np.array, but it’s just a couple quick lines in python.\n\nresponse = endpoint.client.post(json={\"inputs\": 'This sound track was beautiful! It paints the senery in your mind so well I would recomend it even to people who hate vid. game music!', 'truncate': True}, task=\"feature-extraction\")\nresponse = np.array(json.loads(response.decode()))\nresponse[0][:20]\n\narray([-0.05630935, -0.03560849,  0.02789049,  0.02792823, -0.02800371,\n       -0.01530391, -0.01863454, -0.0077982 ,  0.05374297,  0.03672185,\n       -0.06114018, -0.06880157, -0.0093503 , -0.03174005, -0.03206085,\n        0.0610647 ,  0.02243694,  0.03217408,  0.04181686,  0.00248854])\n\n\nYou may have inputs that exceed the context. In such scenarios, it’s up to you to handle them. In my case, I’d like to truncate rather than have an error. Let’s test that it works.\n\nembedding_input = 'This input will get multiplied' * 10000\nprint(f'The length of the embedding_input is: {len(embedding_input)}')\nresponse = endpoint.client.post(json={\"inputs\": embedding_input, 'truncate': True}, task=\"feature-extraction\")\nresponse = np.array(json.loads(response.decode()))\nresponse[0][:20]\n\nThe length of the embedding_input is: 300000\n\n\narray([-0.03088215, -0.0351537 ,  0.05749275,  0.00983467,  0.02108356,\n        0.04539965,  0.06107162, -0.02536954,  0.03887688,  0.01998681,\n       -0.05391388,  0.01529677, -0.1279156 ,  0.01653782, -0.01940958,\n        0.0367411 ,  0.0031748 ,  0.04716022, -0.00713609, -0.00155313])",
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+    "title": "Inference Endpoints",
+    "section": "Pause Inference Endpoint",
+    "text": "Pause Inference Endpoint\nNow that we have finished, let’s pause the endpoint so we don’t incur any extra charges, this will also allow us to analyze the cost.\n\nendpoint = endpoint.pause()\n\nprint(f\"Endpoint Status: {endpoint.status}\")\n\nEndpoint Status: paused",
+    "crumbs": [
+      "Open-Source AI Cookbook",
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\ No newline at end of file
diff --git a/src/_site/site_libs/bootstrap/bootstrap-2be10d9e998f81ff6e49e26833438aa5.min.css b/src/_site/site_libs/bootstrap/bootstrap-2be10d9e998f81ff6e49e26833438aa5.min.css
new file mode 100644
index 0000000000000000000000000000000000000000..4e995051f0f50fb7aae91cff986fa2bb03e1fe99
--- /dev/null
+++ b/src/_site/site_libs/bootstrap/bootstrap-2be10d9e998f81ff6e49e26833438aa5.min.css
@@ -0,0 +1,12 @@
+/*!
+ * Bootstrap  v5.3.1 (https://getbootstrap.com/)
+ * Copyright 2011-2023 The Bootstrap Authors
+ * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
+ */@import"https://fonts.googleapis.com/css2?family=Source+Sans+Pro:wght@300;400;700&display=swap";:root,[data-bs-theme=light]{--bs-blue: #2780e3;--bs-indigo: #6610f2;--bs-purple: #613d7c;--bs-pink: #e83e8c;--bs-red: #ff0039;--bs-orange: #f0ad4e;--bs-yellow: #ff7518;--bs-green: #3fb618;--bs-teal: #20c997;--bs-cyan: #9954bb;--bs-black: #000;--bs-white: #fff;--bs-gray: #6c757d;--bs-gray-dark: #343a40;--bs-gray-100: #f8f9fa;--bs-gray-200: #e9ecef;--bs-gray-300: #dee2e6;--bs-gray-400: #ced4da;--bs-gray-500: #adb5bd;--bs-gray-600: #6c757d;--bs-gray-700: #495057;--bs-gray-800: #343a40;--bs-gray-900: #212529;--bs-default: #343a40;--bs-primary: #2780e3;--bs-secondary: #343a40;--bs-success: #3fb618;--bs-info: #9954bb;--bs-warning: #ff7518;--bs-danger: #ff0039;--bs-light: #f8f9fa;--bs-dark: #343a40;--bs-default-rgb: 52, 58, 64;--bs-primary-rgb: 39, 128, 227;--bs-secondary-rgb: 52, 58, 64;--bs-success-rgb: 63, 182, 24;--bs-info-rgb: 153, 84, 187;--bs-warning-rgb: 255, 117, 24;--bs-danger-rgb: 255, 0, 57;--bs-light-rgb: 248, 249, 250;--bs-dark-rgb: 52, 58, 64;--bs-primary-text-emphasis: #10335b;--bs-secondary-text-emphasis: #15171a;--bs-success-text-emphasis: #19490a;--bs-info-text-emphasis: #3d224b;--bs-warning-text-emphasis: #662f0a;--bs-danger-text-emphasis: #660017;--bs-light-text-emphasis: #495057;--bs-dark-text-emphasis: #495057;--bs-primary-bg-subtle: #d4e6f9;--bs-secondary-bg-subtle: #d6d8d9;--bs-success-bg-subtle: #d9f0d1;--bs-info-bg-subtle: #ebddf1;--bs-warning-bg-subtle: #ffe3d1;--bs-danger-bg-subtle: #ffccd7;--bs-light-bg-subtle: #fcfcfd;--bs-dark-bg-subtle: #ced4da;--bs-primary-border-subtle: #a9ccf4;--bs-secondary-border-subtle: #aeb0b3;--bs-success-border-subtle: #b2e2a3;--bs-info-border-subtle: #d6bbe4;--bs-warning-border-subtle: #ffc8a3;--bs-danger-border-subtle: #ff99b0;--bs-light-border-subtle: #e9ecef;--bs-dark-border-subtle: #adb5bd;--bs-white-rgb: 255, 255, 255;--bs-black-rgb: 0, 0, 0;--bs-font-sans-serif: "Source Sans Pro", -apple-system, 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0.25;--bs-focus-ring-color: rgba(39, 128, 227, 0.25);--bs-form-valid-color: #3fb618;--bs-form-valid-border-color: #3fb618;--bs-form-invalid-color: #ff0039;--bs-form-invalid-border-color: #ff0039}[data-bs-theme=dark]{color-scheme:dark;--bs-body-color: #dee2e6;--bs-body-color-rgb: 222, 226, 230;--bs-body-bg: #212529;--bs-body-bg-rgb: 33, 37, 41;--bs-emphasis-color: #fff;--bs-emphasis-color-rgb: 255, 255, 255;--bs-secondary-color: rgba(222, 226, 230, 0.75);--bs-secondary-color-rgb: 222, 226, 230;--bs-secondary-bg: #343a40;--bs-secondary-bg-rgb: 52, 58, 64;--bs-tertiary-color: rgba(222, 226, 230, 0.5);--bs-tertiary-color-rgb: 222, 226, 230;--bs-tertiary-bg: #2b3035;--bs-tertiary-bg-rgb: 43, 48, 53;--bs-primary-text-emphasis: #7db3ee;--bs-secondary-text-emphasis: #85898c;--bs-success-text-emphasis: #8cd374;--bs-info-text-emphasis: #c298d6;--bs-warning-text-emphasis: #ffac74;--bs-danger-text-emphasis: #ff6688;--bs-light-text-emphasis: #f8f9fa;--bs-dark-text-emphasis: #dee2e6;--bs-primary-bg-subtle: #081a2d;--bs-secondary-bg-subtle: #0a0c0d;--bs-success-bg-subtle: #0d2405;--bs-info-bg-subtle: #1f1125;--bs-warning-bg-subtle: #331705;--bs-danger-bg-subtle: #33000b;--bs-light-bg-subtle: #343a40;--bs-dark-bg-subtle: #1a1d20;--bs-primary-border-subtle: #174d88;--bs-secondary-border-subtle: #1f2326;--bs-success-border-subtle: #266d0e;--bs-info-border-subtle: #5c3270;--bs-warning-border-subtle: #99460e;--bs-danger-border-subtle: #990022;--bs-light-border-subtle: #495057;--bs-dark-border-subtle: #343a40;--bs-heading-color: inherit;--bs-link-color: #7db3ee;--bs-link-hover-color: #97c2f1;--bs-link-color-rgb: 125, 179, 238;--bs-link-hover-color-rgb: 151, 194, 241;--bs-code-color: white;--bs-border-color: #495057;--bs-border-color-translucent: rgba(255, 255, 255, 0.15);--bs-form-valid-color: #8cd374;--bs-form-valid-border-color: #8cd374;--bs-form-invalid-color: #ff6688;--bs-form-invalid-border-color: 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1rem}img,svg{vertical-align:middle}table{caption-side:bottom;border-collapse:collapse}caption{padding-top:.5rem;padding-bottom:.5rem;color:rgba(52,58,64,.75);text-align:left}th{text-align:inherit;text-align:-webkit-match-parent}thead,tbody,tfoot,tr,td,th{border-color:inherit;border-style:solid;border-width:0}label{display:inline-block}button{border-radius:0}button:focus:not(:focus-visible){outline:0}input,button,select,optgroup,textarea{margin:0;font-family:inherit;font-size:inherit;line-height:inherit}button,select{text-transform:none}[role=button]{cursor:pointer}select{word-wrap:normal}select:disabled{opacity:1}[list]:not([type=date]):not([type=datetime-local]):not([type=month]):not([type=week]):not([type=time])::-webkit-calendar-picker-indicator{display:none 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1200px){legend{font-size:1.5rem}}legend+*{clear:left}::-webkit-datetime-edit-fields-wrapper,::-webkit-datetime-edit-text,::-webkit-datetime-edit-minute,::-webkit-datetime-edit-hour-field,::-webkit-datetime-edit-day-field,::-webkit-datetime-edit-month-field,::-webkit-datetime-edit-year-field{padding:0}::-webkit-inner-spin-button{height:auto}[type=search]{-webkit-appearance:textfield;outline-offset:-2px}::-webkit-search-decoration{-webkit-appearance:none}::-webkit-color-swatch-wrapper{padding:0}::file-selector-button{font:inherit;-webkit-appearance:button}output{display:inline-block}iframe{border:0}summary{display:list-item;cursor:pointer}progress{vertical-align:baseline}[hidden]{display:none !important}.lead{font-size:1.25rem;font-weight:300}.display-1{font-size:calc(1.625rem + 4.5vw);font-weight:300;line-height:1.2}@media(min-width: 1200px){.display-1{font-size:5rem}}.display-2{font-size:calc(1.575rem + 3.9vw);font-weight:300;line-height:1.2}@media(min-width: 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.nav-link{width:100%}.tab-content>.tab-pane{display:none}.tab-content>.active{display:block}.navbar{--bs-navbar-padding-x: 0;--bs-navbar-padding-y: 0.5rem;--bs-navbar-color: #545555;--bs-navbar-hover-color: rgba(31, 78, 182, 0.8);--bs-navbar-disabled-color: rgba(84, 85, 85, 0.75);--bs-navbar-active-color: #1f4eb6;--bs-navbar-brand-padding-y: 0.3125rem;--bs-navbar-brand-margin-end: 1rem;--bs-navbar-brand-font-size: 1.25rem;--bs-navbar-brand-color: #545555;--bs-navbar-brand-hover-color: #1f4eb6;--bs-navbar-nav-link-padding-x: 0.5rem;--bs-navbar-toggler-padding-y: 0.25;--bs-navbar-toggler-padding-x: 0;--bs-navbar-toggler-font-size: 1.25rem;--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='%23545555' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e");--bs-navbar-toggler-border-color: rgba(84, 85, 85, 0);--bs-navbar-toggler-border-radius: 0.25rem;--bs-navbar-toggler-focus-width: 0.25rem;--bs-navbar-toggler-transition: box-shadow 0.15s ease-in-out;position:relative;display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;align-items:center;-webkit-align-items:center;justify-content:space-between;-webkit-justify-content:space-between;padding:var(--bs-navbar-padding-y) var(--bs-navbar-padding-x)}.navbar>.container,.navbar>.container-fluid,.navbar>.container-sm,.navbar>.container-md,.navbar>.container-lg,.navbar>.container-xl,.navbar>.container-xxl{display:flex;display:-webkit-flex;flex-wrap:inherit;-webkit-flex-wrap:inherit;align-items:center;-webkit-align-items:center;justify-content:space-between;-webkit-justify-content:space-between}.navbar-brand{padding-top:var(--bs-navbar-brand-padding-y);padding-bottom:var(--bs-navbar-brand-padding-y);margin-right:var(--bs-navbar-brand-margin-end);font-size:var(--bs-navbar-brand-font-size);color:var(--bs-navbar-brand-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;white-space:nowrap}.navbar-brand:hover,.navbar-brand:focus{color:var(--bs-navbar-brand-hover-color)}.navbar-nav{--bs-nav-link-padding-x: 0;--bs-nav-link-padding-y: 0.5rem;--bs-nav-link-font-weight: ;--bs-nav-link-color: var(--bs-navbar-color);--bs-nav-link-hover-color: var(--bs-navbar-hover-color);--bs-nav-link-disabled-color: var(--bs-navbar-disabled-color);display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0;list-style:none}.navbar-nav .nav-link.active,.navbar-nav .nav-link.show{color:var(--bs-navbar-active-color)}.navbar-nav .dropdown-menu{position:static}.navbar-text{padding-top:.5rem;padding-bottom:.5rem;color:var(--bs-navbar-color)}.navbar-text a,.navbar-text a:hover,.navbar-text a:focus{color:var(--bs-navbar-active-color)}.navbar-collapse{flex-basis:100%;-webkit-flex-basis:100%;flex-grow:1;-webkit-flex-grow:1;align-items:center;-webkit-align-items:center}.navbar-toggler{padding:var(--bs-navbar-toggler-padding-y) var(--bs-navbar-toggler-padding-x);font-size:var(--bs-navbar-toggler-font-size);line-height:1;color:var(--bs-navbar-color);background-color:rgba(0,0,0,0);border:var(--bs-border-width) solid var(--bs-navbar-toggler-border-color);transition:var(--bs-navbar-toggler-transition)}@media(prefers-reduced-motion: reduce){.navbar-toggler{transition:none}}.navbar-toggler:hover{text-decoration:none}.navbar-toggler:focus{text-decoration:none;outline:0;box-shadow:0 0 0 var(--bs-navbar-toggler-focus-width)}.navbar-toggler-icon{display:inline-block;width:1.5em;height:1.5em;vertical-align:middle;background-image:var(--bs-navbar-toggler-icon-bg);background-repeat:no-repeat;background-position:center;background-size:100%}.navbar-nav-scroll{max-height:var(--bs-scroll-height, 75vh);overflow-y:auto}@media(min-width: 576px){.navbar-expand-sm{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-sm .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-sm .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-sm .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-sm .navbar-nav-scroll{overflow:visible}.navbar-expand-sm .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-sm .navbar-toggler{display:none}.navbar-expand-sm .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-sm .offcanvas .offcanvas-header{display:none}.navbar-expand-sm .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}@media(min-width: 768px){.navbar-expand-md{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-md .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-md .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-md .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-md .navbar-nav-scroll{overflow:visible}.navbar-expand-md .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-md .navbar-toggler{display:none}.navbar-expand-md .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-md .offcanvas .offcanvas-header{display:none}.navbar-expand-md .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}@media(min-width: 992px){.navbar-expand-lg{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-lg .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-lg .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-lg .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-lg .navbar-nav-scroll{overflow:visible}.navbar-expand-lg .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-lg .navbar-toggler{display:none}.navbar-expand-lg .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-lg .offcanvas .offcanvas-header{display:none}.navbar-expand-lg .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}@media(min-width: 1200px){.navbar-expand-xl{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-xl .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-xl .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-xl .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-xl .navbar-nav-scroll{overflow:visible}.navbar-expand-xl .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-xl .navbar-toggler{display:none}.navbar-expand-xl .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-xl .offcanvas .offcanvas-header{display:none}.navbar-expand-xl .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}@media(min-width: 1400px){.navbar-expand-xxl{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-xxl .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-xxl .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-xxl .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-xxl .navbar-nav-scroll{overflow:visible}.navbar-expand-xxl .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-xxl .navbar-toggler{display:none}.navbar-expand-xxl .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-xxl .offcanvas .offcanvas-header{display:none}.navbar-expand-xxl .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}.navbar-expand{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand .navbar-nav .dropdown-menu{position:absolute}.navbar-expand .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand .navbar-nav-scroll{overflow:visible}.navbar-expand .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand .navbar-toggler{display:none}.navbar-expand .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand .offcanvas .offcanvas-header{display:none}.navbar-expand .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}.navbar-dark,.navbar[data-bs-theme=dark]{--bs-navbar-color: #545555;--bs-navbar-hover-color: rgba(31, 78, 182, 0.8);--bs-navbar-disabled-color: rgba(84, 85, 85, 0.75);--bs-navbar-active-color: #1f4eb6;--bs-navbar-brand-color: #545555;--bs-navbar-brand-hover-color: #1f4eb6;--bs-navbar-toggler-border-color: rgba(84, 85, 85, 0);--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='%23545555' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}[data-bs-theme=dark] .navbar-toggler-icon{--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='%23545555' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}.card{--bs-card-spacer-y: 1rem;--bs-card-spacer-x: 1rem;--bs-card-title-spacer-y: 0.5rem;--bs-card-title-color: ;--bs-card-subtitle-color: ;--bs-card-border-width: 1px;--bs-card-border-color: rgba(0, 0, 0, 0.175);--bs-card-border-radius: 0.25rem;--bs-card-box-shadow: ;--bs-card-inner-border-radius: calc(0.25rem - 1px);--bs-card-cap-padding-y: 0.5rem;--bs-card-cap-padding-x: 1rem;--bs-card-cap-bg: rgba(52, 58, 64, 0.25);--bs-card-cap-color: ;--bs-card-height: ;--bs-card-color: ;--bs-card-bg: #fff;--bs-card-img-overlay-padding: 1rem;--bs-card-group-margin: 0.75rem;position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;min-width:0;height:var(--bs-card-height);color:var(--bs-body-color);word-wrap:break-word;background-color:var(--bs-card-bg);background-clip:border-box;border:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card>hr{margin-right:0;margin-left:0}.card>.list-group{border-top:inherit;border-bottom:inherit}.card>.list-group:first-child{border-top-width:0}.card>.list-group:last-child{border-bottom-width:0}.card>.card-header+.list-group,.card>.list-group+.card-footer{border-top:0}.card-body{flex:1 1 auto;-webkit-flex:1 1 auto;padding:var(--bs-card-spacer-y) var(--bs-card-spacer-x);color:var(--bs-card-color)}.card-title{margin-bottom:var(--bs-card-title-spacer-y);color:var(--bs-card-title-color)}.card-subtitle{margin-top:calc(-0.5*var(--bs-card-title-spacer-y));margin-bottom:0;color:var(--bs-card-subtitle-color)}.card-text:last-child{margin-bottom:0}.card-link+.card-link{margin-left:var(--bs-card-spacer-x)}.card-header{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);margin-bottom:0;color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-bottom:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-footer{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-top:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-header-tabs{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-bottom:calc(-1*var(--bs-card-cap-padding-y));margin-left:calc(-0.5*var(--bs-card-cap-padding-x));border-bottom:0}.card-header-tabs .nav-link.active{background-color:var(--bs-card-bg);border-bottom-color:var(--bs-card-bg)}.card-header-pills{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-left:calc(-0.5*var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding)}.card-img,.card-img-top,.card-img-bottom{width:100%}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media(min-width: 576px){.card-group{display:flex;display:-webkit-flex;flex-flow:row wrap;-webkit-flex-flow:row wrap}.card-group>.card{flex:1 0 0%;-webkit-flex:1 0 0%;margin-bottom:0}.card-group>.card+.card{margin-left:0;border-left:0}}.accordion{--bs-accordion-color: #343a40;--bs-accordion-bg: #fff;--bs-accordion-transition: color 0.15s ease-in-out, background-color 0.15s ease-in-out, border-color 0.15s ease-in-out, box-shadow 0.15s ease-in-out, border-radius 0.15s ease;--bs-accordion-border-color: #dee2e6;--bs-accordion-border-width: 1px;--bs-accordion-border-radius: 0.25rem;--bs-accordion-inner-border-radius: calc(0.25rem - 1px);--bs-accordion-btn-padding-x: 1.25rem;--bs-accordion-btn-padding-y: 1rem;--bs-accordion-btn-color: #343a40;--bs-accordion-btn-bg: #fff;--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23343a40'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-icon-width: 1.25rem;--bs-accordion-btn-icon-transform: rotate(-180deg);--bs-accordion-btn-icon-transition: transform 0.2s ease-in-out;--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%2310335b'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-focus-border-color: #93c0f1;--bs-accordion-btn-focus-box-shadow: 0 0 0 0.25rem rgba(39, 128, 227, 0.25);--bs-accordion-body-padding-x: 1.25rem;--bs-accordion-body-padding-y: 1rem;--bs-accordion-active-color: #10335b;--bs-accordion-active-bg: #d4e6f9}.accordion-button{position:relative;display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;width:100%;padding:var(--bs-accordion-btn-padding-y) var(--bs-accordion-btn-padding-x);font-size:1rem;color:var(--bs-accordion-btn-color);text-align:left;background-color:var(--bs-accordion-btn-bg);border:0;overflow-anchor:none;transition:var(--bs-accordion-transition)}@media(prefers-reduced-motion: reduce){.accordion-button{transition:none}}.accordion-button:not(.collapsed){color:var(--bs-accordion-active-color);background-color:var(--bs-accordion-active-bg);box-shadow:inset 0 calc(-1*var(--bs-accordion-border-width)) 0 var(--bs-accordion-border-color)}.accordion-button:not(.collapsed)::after{background-image:var(--bs-accordion-btn-active-icon);transform:var(--bs-accordion-btn-icon-transform)}.accordion-button::after{flex-shrink:0;-webkit-flex-shrink:0;width:var(--bs-accordion-btn-icon-width);height:var(--bs-accordion-btn-icon-width);margin-left:auto;content:"";background-image:var(--bs-accordion-btn-icon);background-repeat:no-repeat;background-size:var(--bs-accordion-btn-icon-width);transition:var(--bs-accordion-btn-icon-transition)}@media(prefers-reduced-motion: reduce){.accordion-button::after{transition:none}}.accordion-button:hover{z-index:2}.accordion-button:focus{z-index:3;border-color:var(--bs-accordion-btn-focus-border-color);outline:0;box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.accordion-header{margin-bottom:0}.accordion-item{color:var(--bs-accordion-color);background-color:var(--bs-accordion-bg);border:var(--bs-accordion-border-width) solid var(--bs-accordion-border-color)}.accordion-item:not(:first-of-type){border-top:0}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-right:0;border-left:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}[data-bs-theme=dark] .accordion-button::after{--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%237db3ee'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%237db3ee'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e")}.breadcrumb{--bs-breadcrumb-padding-x: 0;--bs-breadcrumb-padding-y: 0;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color: rgba(52, 58, 64, 0.75);--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: rgba(52, 58, 64, 0.75);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, ">") /* rtl: var(--bs-breadcrumb-divider, ">") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: 0.75rem;--bs-pagination-padding-y: 0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: #2761e3;--bs-pagination-bg: #fff;--bs-pagination-border-width: 1px;--bs-pagination-border-color: #dee2e6;--bs-pagination-border-radius: 0.25rem;--bs-pagination-hover-color: #1f4eb6;--bs-pagination-hover-bg: #f8f9fa;--bs-pagination-hover-border-color: #dee2e6;--bs-pagination-focus-color: #1f4eb6;--bs-pagination-focus-bg: #e9ecef;--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(39, 128, 227, 0.25);--bs-pagination-active-color: #fff;--bs-pagination-active-bg: #2780e3;--bs-pagination-active-border-color: #2780e3;--bs-pagination-disabled-color: rgba(52, 58, 64, 0.75);--bs-pagination-disabled-bg: #e9ecef;--bs-pagination-disabled-border-color: #dee2e6;display:flex;display:-webkit-flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media(prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(1px*-1)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: 0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: 0.5rem}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: 0.2em}.badge{--bs-badge-padding-x: 0.65em;--bs-badge-padding-y: 0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight: 700;--bs-badge-color: #fff;--bs-badge-border-radius: 0.25rem;display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: 0 solid var(--bs-alert-border-color);--bs-alert-border-radius: 0.25rem;--bs-alert-link-color: inherit;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border)}.alert-heading{color:inherit}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.alert-primary{--bs-alert-color: var(--bs-primary-text-emphasis);--bs-alert-bg: var(--bs-primary-bg-subtle);--bs-alert-border-color: var(--bs-primary-border-subtle);--bs-alert-link-color: var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color: var(--bs-secondary-text-emphasis);--bs-alert-bg: var(--bs-secondary-bg-subtle);--bs-alert-border-color: var(--bs-secondary-border-subtle);--bs-alert-link-color: var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color: var(--bs-success-text-emphasis);--bs-alert-bg: var(--bs-success-bg-subtle);--bs-alert-border-color: var(--bs-success-border-subtle);--bs-alert-link-color: var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color: var(--bs-info-text-emphasis);--bs-alert-bg: var(--bs-info-bg-subtle);--bs-alert-border-color: var(--bs-info-border-subtle);--bs-alert-link-color: var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color: var(--bs-warning-text-emphasis);--bs-alert-bg: var(--bs-warning-bg-subtle);--bs-alert-border-color: var(--bs-warning-border-subtle);--bs-alert-link-color: var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color: var(--bs-danger-text-emphasis);--bs-alert-bg: var(--bs-danger-bg-subtle);--bs-alert-border-color: var(--bs-danger-border-subtle);--bs-alert-link-color: var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color: var(--bs-light-text-emphasis);--bs-alert-bg: var(--bs-light-bg-subtle);--bs-alert-border-color: var(--bs-light-border-subtle);--bs-alert-link-color: var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color: var(--bs-dark-text-emphasis);--bs-alert-bg: var(--bs-dark-bg-subtle);--bs-alert-border-color: var(--bs-dark-border-subtle);--bs-alert-link-color: var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:.5rem}}.progress,.progress-stacked{--bs-progress-height: 0.5rem;--bs-progress-font-size:0.75rem;--bs-progress-bg: #e9ecef;--bs-progress-border-radius: 0.25rem;--bs-progress-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.075);--bs-progress-bar-color: #fff;--bs-progress-bar-bg: #2780e3;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg)}.progress-bar{display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media(prefers-reduced-motion: reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media(prefers-reduced-motion: reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color: #343a40;--bs-list-group-bg: #fff;--bs-list-group-border-color: #dee2e6;--bs-list-group-border-width: 1px;--bs-list-group-border-radius: 0.25rem;--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: rgba(52, 58, 64, 0.75);--bs-list-group-action-hover-color: #000;--bs-list-group-action-hover-bg: #f8f9fa;--bs-list-group-action-active-color: #343a40;--bs-list-group-action-active-bg: #e9ecef;--bs-list-group-disabled-color: rgba(52, 58, 64, 0.75);--bs-list-group-disabled-bg: #fff;--bs-list-group-active-color: #fff;--bs-list-group-active-bg: #2780e3;--bs-list-group-active-border-color: #2780e3;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0}.list-group-numbered{list-style-type:none;counter-reset:section}.list-group-numbered>.list-group-item::before{content:counters(section, ".") ". ";counter-increment:section}.list-group-item-action{width:100%;color:var(--bs-list-group-action-color);text-align:inherit}.list-group-item-action:hover,.list-group-item-action:focus{z-index:1;color:var(--bs-list-group-action-hover-color);text-decoration:none;background-color:var(--bs-list-group-action-hover-bg)}.list-group-item-action:active{color:var(--bs-list-group-action-active-color);background-color:var(--bs-list-group-action-active-bg)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);color:var(--bs-list-group-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid var(--bs-list-group-border-color)}.list-group-item.disabled,.list-group-item:disabled{color:var(--bs-list-group-disabled-color);pointer-events:none;background-color:var(--bs-list-group-disabled-bg)}.list-group-item.active{z-index:2;color:var(--bs-list-group-active-color);background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color)}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{margin-top:calc(-1*var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}@media(min-width: 576px){.list-group-horizontal-sm{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 768px){.list-group-horizontal-md{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 992px){.list-group-horizontal-lg{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1200px){.list-group-horizontal-xl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1400px){.list-group-horizontal-xxl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xxl>.list-group-item.active{margin-top:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-default{--bs-list-group-color: var(--bs-default-text-emphasis);--bs-list-group-bg: var(--bs-default-bg-subtle);--bs-list-group-border-color: var(--bs-default-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-default-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-default-border-subtle);--bs-list-group-active-color: var(--bs-default-bg-subtle);--bs-list-group-active-bg: var(--bs-default-text-emphasis);--bs-list-group-active-border-color: var(--bs-default-text-emphasis)}.list-group-item-primary{--bs-list-group-color: var(--bs-primary-text-emphasis);--bs-list-group-bg: var(--bs-primary-bg-subtle);--bs-list-group-border-color: var(--bs-primary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-primary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-primary-border-subtle);--bs-list-group-active-color: var(--bs-primary-bg-subtle);--bs-list-group-active-bg: var(--bs-primary-text-emphasis);--bs-list-group-active-border-color: var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color: var(--bs-secondary-text-emphasis);--bs-list-group-bg: var(--bs-secondary-bg-subtle);--bs-list-group-border-color: var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-secondary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-secondary-border-subtle);--bs-list-group-active-color: var(--bs-secondary-bg-subtle);--bs-list-group-active-bg: var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color: var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color: var(--bs-success-text-emphasis);--bs-list-group-bg: var(--bs-success-bg-subtle);--bs-list-group-border-color: var(--bs-success-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-success-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-success-border-subtle);--bs-list-group-active-color: var(--bs-success-bg-subtle);--bs-list-group-active-bg: var(--bs-success-text-emphasis);--bs-list-group-active-border-color: var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color: var(--bs-info-text-emphasis);--bs-list-group-bg: var(--bs-info-bg-subtle);--bs-list-group-border-color: var(--bs-info-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-info-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-info-border-subtle);--bs-list-group-active-color: var(--bs-info-bg-subtle);--bs-list-group-active-bg: var(--bs-info-text-emphasis);--bs-list-group-active-border-color: var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color: var(--bs-warning-text-emphasis);--bs-list-group-bg: var(--bs-warning-bg-subtle);--bs-list-group-border-color: var(--bs-warning-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-warning-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-warning-border-subtle);--bs-list-group-active-color: var(--bs-warning-bg-subtle);--bs-list-group-active-bg: var(--bs-warning-text-emphasis);--bs-list-group-active-border-color: var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color: var(--bs-danger-text-emphasis);--bs-list-group-bg: var(--bs-danger-bg-subtle);--bs-list-group-border-color: var(--bs-danger-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-danger-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-danger-border-subtle);--bs-list-group-active-color: var(--bs-danger-bg-subtle);--bs-list-group-active-bg: var(--bs-danger-text-emphasis);--bs-list-group-active-border-color: var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color: var(--bs-light-text-emphasis);--bs-list-group-bg: var(--bs-light-bg-subtle);--bs-list-group-border-color: var(--bs-light-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-light-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-light-border-subtle);--bs-list-group-active-color: var(--bs-light-bg-subtle);--bs-list-group-active-bg: var(--bs-light-text-emphasis);--bs-list-group-active-border-color: var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color: var(--bs-dark-text-emphasis);--bs-list-group-bg: var(--bs-dark-bg-subtle);--bs-list-group-border-color: var(--bs-dark-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-dark-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-dark-border-subtle);--bs-list-group-active-color: var(--bs-dark-bg-subtle);--bs-list-group-active-bg: var(--bs-dark-text-emphasis);--bs-list-group-active-border-color: var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color: #000;--bs-btn-close-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23000'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3e%3c/svg%3e");--bs-btn-close-opacity: 0.5;--bs-btn-close-hover-opacity: 0.75;--bs-btn-close-focus-shadow: 0 0 0 0.25rem rgba(39, 128, 227, 0.25);--bs-btn-close-focus-opacity: 1;--bs-btn-close-disabled-opacity: 0.25;--bs-btn-close-white-filter: invert(1) grayscale(100%) brightness(200%);box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:rgba(0,0,0,0) var(--bs-btn-close-bg) center/1em auto no-repeat;border:0;opacity:var(--bs-btn-close-opacity)}.btn-close:hover{color:var(--bs-btn-close-color);text-decoration:none;opacity:var(--bs-btn-close-hover-opacity)}.btn-close:focus{outline:0;box-shadow:var(--bs-btn-close-focus-shadow);opacity:var(--bs-btn-close-focus-opacity)}.btn-close:disabled,.btn-close.disabled{pointer-events:none;user-select:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;-o-user-select:none;opacity:var(--bs-btn-close-disabled-opacity)}.btn-close-white{filter:var(--bs-btn-close-white-filter)}[data-bs-theme=dark] .btn-close{filter:var(--bs-btn-close-white-filter)}.toast{--bs-toast-zindex: 1090;--bs-toast-padding-x: 0.75rem;--bs-toast-padding-y: 0.5rem;--bs-toast-spacing: 1.5rem;--bs-toast-max-width: 350px;--bs-toast-font-size:0.875rem;--bs-toast-color: ;--bs-toast-bg: rgba(255, 255, 255, 0.85);--bs-toast-border-width: 1px;--bs-toast-border-color: rgba(0, 0, 0, 0.175);--bs-toast-border-radius: 0.25rem;--bs-toast-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15);--bs-toast-header-color: rgba(52, 58, 64, 0.75);--bs-toast-header-bg: rgba(255, 255, 255, 0.85);--bs-toast-header-border-color: rgba(0, 0, 0, 0.175);width:var(--bs-toast-max-width);max-width:100%;font-size:var(--bs-toast-font-size);color:var(--bs-toast-color);pointer-events:auto;background-color:var(--bs-toast-bg);background-clip:padding-box;border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);box-shadow:var(--bs-toast-box-shadow)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex: 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#b94ba8;background:linear-gradient(var(--bg-gradient-deg, 140deg), #9954bb var(--bg-gradient-start, 36%), #e83e8c var(--bg-gradient-end, 180%)) #b94ba8;color:#fff}.bg-gradient-cyan-red{--bslib-color-fg: #fff;--bslib-color-bg: #c23287;background:linear-gradient(var(--bg-gradient-deg, 140deg), #9954bb var(--bg-gradient-start, 36%), #ff0039 var(--bg-gradient-end, 180%)) #c23287;color:#fff}.bg-gradient-cyan-orange{--bslib-color-fg: #fff;--bslib-color-bg: #bc788f;background:linear-gradient(var(--bg-gradient-deg, 140deg), #9954bb var(--bg-gradient-start, 36%), #f0ad4e var(--bg-gradient-end, 180%)) #bc788f;color:#fff}.bg-gradient-cyan-yellow{--bslib-color-fg: #fff;--bslib-color-bg: #c2617a;background:linear-gradient(var(--bg-gradient-deg, 140deg), #9954bb var(--bg-gradient-start, 36%), #ff7518 var(--bg-gradient-end, 180%)) #c2617a;color:#fff}.bg-gradient-cyan-green{--bslib-color-fg: #fff;--bslib-color-bg: #757b7a;background:linear-gradient(var(--bg-gradient-deg, 140deg), #9954bb var(--bg-gradient-start, 36%), #3fb618 var(--bg-gradient-end, 180%)) #757b7a;color:#fff}.bg-gradient-cyan-teal{--bslib-color-fg: #fff;--bslib-color-bg: #6983ad;background:linear-gradient(var(--bg-gradient-deg, 140deg), #9954bb var(--bg-gradient-start, 36%), #20c997 var(--bg-gradient-end, 180%)) #6983ad;color:#fff}:root{--bslib-value-box-shadow: none;--bslib-value-box-border-width-auto-yes: var(--bslib-value-box-border-width-baseline);--bslib-value-box-border-width-auto-no: 0;--bslib-value-box-border-width-baseline: 1px}.bslib-value-box{border-width:var(--bslib-value-box-border-width-auto-no, var(--bslib-value-box-border-width-baseline));container-name:bslib-value-box;container-type:inline-size}.bslib-value-box.card{box-shadow:var(--bslib-value-box-shadow)}.bslib-value-box.border-auto{border-width:var(--bslib-value-box-border-width-auto-yes, var(--bslib-value-box-border-width-baseline))}.bslib-value-box.default{--bslib-value-box-bg-default: var(--bs-card-bg, #fff);--bslib-value-box-border-color-default: var(--bs-card-border-color, rgba(0, 0, 0, 0.175));color:var(--bslib-value-box-color);background-color:var(--bslib-value-box-bg, var(--bslib-value-box-bg-default));border-color:var(--bslib-value-box-border-color, var(--bslib-value-box-border-color-default))}.bslib-value-box .value-box-grid{display:grid;grid-template-areas:"left right";align-items:center;overflow:hidden}.bslib-value-box .value-box-showcase{height:100%;max-height:var(---bslib-value-box-showcase-max-h, 100%)}.bslib-value-box .value-box-showcase,.bslib-value-box .value-box-showcase>.html-fill-item{width:100%}.bslib-value-box[data-full-screen=true] .value-box-showcase{max-height:var(---bslib-value-box-showcase-max-h-fs, 100%)}@media screen and (min-width: 575.98px){@container bslib-value-box (max-width: 300px){.bslib-value-box:not(.showcase-bottom) .value-box-grid{grid-template-columns:1fr !important;grid-template-rows:auto auto;grid-template-areas:"top" "bottom"}.bslib-value-box:not(.showcase-bottom) .value-box-grid .value-box-showcase{grid-area:top !important}.bslib-value-box:not(.showcase-bottom) .value-box-grid .value-box-area{grid-area:bottom !important;justify-content:end}}}.bslib-value-box .value-box-area{justify-content:center;padding:1.5rem 1rem;font-size:.9rem;font-weight:500}.bslib-value-box .value-box-area *{margin-bottom:0;margin-top:0}.bslib-value-box .value-box-title{font-size:1rem;margin-top:0;margin-bottom:.5rem;font-weight:400;line-height:1.2}.bslib-value-box .value-box-title:empty::after{content:" "}.bslib-value-box .value-box-value{font-size:calc(1.29rem + 0.48vw);margin-top:0;margin-bottom:.5rem;font-weight:400;line-height:1.2}@media(min-width: 1200px){.bslib-value-box .value-box-value{font-size:1.65rem}}.bslib-value-box .value-box-value:empty::after{content:" "}.bslib-value-box .value-box-showcase{align-items:center;justify-content:center;margin-top:auto;margin-bottom:auto;padding:1rem}.bslib-value-box .value-box-showcase .bi,.bslib-value-box .value-box-showcase .fa,.bslib-value-box .value-box-showcase .fab,.bslib-value-box .value-box-showcase .fas,.bslib-value-box .value-box-showcase .far{opacity:.85;min-width:50px;max-width:125%}.bslib-value-box .value-box-showcase .bi,.bslib-value-box .value-box-showcase .fa,.bslib-value-box .value-box-showcase .fab,.bslib-value-box .value-box-showcase .fas,.bslib-value-box .value-box-showcase .far{font-size:4rem}.bslib-value-box.showcase-top-right .value-box-grid{grid-template-columns:1fr var(---bslib-value-box-showcase-w, 50%)}.bslib-value-box.showcase-top-right .value-box-grid .value-box-showcase{grid-area:right;margin-left:auto;align-self:start;align-items:end;padding-left:0;padding-bottom:0}.bslib-value-box.showcase-top-right .value-box-grid .value-box-area{grid-area:left;align-self:end}.bslib-value-box.showcase-top-right[data-full-screen=true] .value-box-grid{grid-template-columns:auto var(---bslib-value-box-showcase-w-fs, 1fr)}.bslib-value-box.showcase-top-right[data-full-screen=true] .value-box-grid>div{align-self:center}.bslib-value-box.showcase-top-right:not([data-full-screen=true]) .value-box-showcase{margin-top:0}@container bslib-value-box (max-width: 300px){.bslib-value-box.showcase-top-right:not([data-full-screen=true]) .value-box-grid .value-box-showcase{padding-left:1rem}}.bslib-value-box.showcase-left-center .value-box-grid{grid-template-columns:var(---bslib-value-box-showcase-w, 30%) auto}.bslib-value-box.showcase-left-center[data-full-screen=true] .value-box-grid{grid-template-columns:var(---bslib-value-box-showcase-w-fs, 1fr) auto}.bslib-value-box.showcase-left-center:not([data-fill-screen=true]) .value-box-grid .value-box-showcase{grid-area:left}.bslib-value-box.showcase-left-center:not([data-fill-screen=true]) .value-box-grid .value-box-area{grid-area:right}.bslib-value-box.showcase-bottom .value-box-grid{grid-template-columns:1fr;grid-template-rows:1fr var(---bslib-value-box-showcase-h, auto);grid-template-areas:"top" "bottom";overflow:hidden}.bslib-value-box.showcase-bottom .value-box-grid .value-box-showcase{grid-area:bottom;padding:0;margin:0}.bslib-value-box.showcase-bottom .value-box-grid .value-box-area{grid-area:top}.bslib-value-box.showcase-bottom[data-full-screen=true] .value-box-grid{grid-template-rows:1fr var(---bslib-value-box-showcase-h-fs, 2fr)}.bslib-value-box.showcase-bottom[data-full-screen=true] .value-box-grid .value-box-showcase{padding:1rem}[data-bs-theme=dark] .bslib-value-box{--bslib-value-box-shadow: 0 0.5rem 1rem rgb(0 0 0 / 50%)}@media(min-width: 576px){.nav:not(.nav-hidden){display:flex !important;display:-webkit-flex !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column){float:none !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column)>.bslib-nav-spacer{margin-left:auto !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column)>.form-inline{margin-top:auto;margin-bottom:auto}.nav:not(.nav-hidden).nav-stacked{flex-direction:column;-webkit-flex-direction:column;height:100%}.nav:not(.nav-hidden).nav-stacked>.bslib-nav-spacer{margin-top:auto !important}}.bslib-card{overflow:auto}.bslib-card .card-body+.card-body{padding-top:0}.bslib-card .card-body{overflow:auto}.bslib-card .card-body p{margin-top:0}.bslib-card .card-body p:last-child{margin-bottom:0}.bslib-card .card-body{max-height:var(--bslib-card-body-max-height, none)}.bslib-card[data-full-screen=true]>.card-body{max-height:var(--bslib-card-body-max-height-full-screen, none)}.bslib-card .card-header .form-group{margin-bottom:0}.bslib-card .card-header .selectize-control{margin-bottom:0}.bslib-card .card-header .selectize-control .item{margin-right:1.15rem}.bslib-card .card-footer{margin-top:auto}.bslib-card .bslib-navs-card-title{display:flex;flex-wrap:wrap;justify-content:space-between;align-items:center}.bslib-card .bslib-navs-card-title .nav{margin-left:auto}.bslib-card .bslib-sidebar-layout:not([data-bslib-sidebar-border=true]){border:none}.bslib-card .bslib-sidebar-layout:not([data-bslib-sidebar-border-radius=true]){border-top-left-radius:0;border-top-right-radius:0}[data-full-screen=true]{position:fixed;inset:3.5rem 1rem 1rem;height:auto !important;max-height:none !important;width:auto !important;z-index:1070}.bslib-full-screen-enter{display:none;position:absolute;bottom:var(--bslib-full-screen-enter-bottom, 0.2rem);right:var(--bslib-full-screen-enter-right, 0);top:var(--bslib-full-screen-enter-top);left:var(--bslib-full-screen-enter-left);color:var(--bslib-color-fg, var(--bs-card-color));background-color:var(--bslib-color-bg, var(--bs-card-bg, var(--bs-body-bg)));border:var(--bs-card-border-width) solid var(--bslib-color-fg, var(--bs-card-border-color));box-shadow:0 2px 4px rgba(0,0,0,.15);margin:.2rem .4rem;padding:.55rem !important;font-size:.8rem;cursor:pointer;opacity:.7;z-index:1070}.bslib-full-screen-enter:hover{opacity:1}.card[data-full-screen=false]:hover>*>.bslib-full-screen-enter{display:block}.bslib-has-full-screen .card:hover>*>.bslib-full-screen-enter{display:none}@media(max-width: 575.98px){.bslib-full-screen-enter{display:none !important}}.bslib-full-screen-exit{position:relative;top:1.35rem;font-size:.9rem;cursor:pointer;text-decoration:none;display:flex;float:right;margin-right:2.15rem;align-items:center;color:rgba(var(--bs-body-bg-rgb), 0.8)}.bslib-full-screen-exit:hover{color:rgba(var(--bs-body-bg-rgb), 1)}.bslib-full-screen-exit svg{margin-left:.5rem;font-size:1.5rem}#bslib-full-screen-overlay{position:fixed;inset:0;background-color:rgba(var(--bs-body-color-rgb), 0.6);backdrop-filter:blur(2px);-webkit-backdrop-filter:blur(2px);z-index:1069;animation:bslib-full-screen-overlay-enter 400ms cubic-bezier(0.6, 0.02, 0.65, 1) forwards}@keyframes bslib-full-screen-overlay-enter{0%{opacity:0}100%{opacity:1}}.bslib-grid{display:grid !important;gap:var(--bslib-spacer, 1rem);height:var(--bslib-grid-height)}.bslib-grid.grid{grid-template-columns:repeat(var(--bs-columns, 12), minmax(0, 1fr));grid-template-rows:unset;grid-auto-rows:var(--bslib-grid--row-heights);--bslib-grid--row-heights--xs: unset;--bslib-grid--row-heights--sm: unset;--bslib-grid--row-heights--md: unset;--bslib-grid--row-heights--lg: unset;--bslib-grid--row-heights--xl: unset;--bslib-grid--row-heights--xxl: unset}.bslib-grid.grid.bslib-grid--row-heights--xs{--bslib-grid--row-heights: var(--bslib-grid--row-heights--xs)}@media(min-width: 576px){.bslib-grid.grid.bslib-grid--row-heights--sm{--bslib-grid--row-heights: var(--bslib-grid--row-heights--sm)}}@media(min-width: 768px){.bslib-grid.grid.bslib-grid--row-heights--md{--bslib-grid--row-heights: var(--bslib-grid--row-heights--md)}}@media(min-width: 992px){.bslib-grid.grid.bslib-grid--row-heights--lg{--bslib-grid--row-heights: var(--bslib-grid--row-heights--lg)}}@media(min-width: 1200px){.bslib-grid.grid.bslib-grid--row-heights--xl{--bslib-grid--row-heights: var(--bslib-grid--row-heights--xl)}}@media(min-width: 1400px){.bslib-grid.grid.bslib-grid--row-heights--xxl{--bslib-grid--row-heights: var(--bslib-grid--row-heights--xxl)}}.bslib-grid>*>.shiny-input-container{width:100%}.bslib-grid-item{grid-column:auto/span 1}@media(max-width: 767.98px){.bslib-grid-item{grid-column:1/-1}}@media(max-width: 575.98px){.bslib-grid{grid-template-columns:1fr !important;height:var(--bslib-grid-height-mobile)}.bslib-grid.grid{height:unset !important;grid-auto-rows:var(--bslib-grid--row-heights--xs, auto)}}.accordion .accordion-header{font-size:calc(1.29rem + 0.48vw);margin-top:0;margin-bottom:.5rem;font-weight:400;line-height:1.2;color:var(--bs-heading-color);margin-bottom:0}@media(min-width: 1200px){.accordion .accordion-header{font-size:1.65rem}}.accordion .accordion-icon:not(:empty){margin-right:.75rem;display:flex}.accordion .accordion-button:not(.collapsed){box-shadow:none}.accordion 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+* that seems to be what ansi_up emits
+*
+*/.ansi-black-fg{color:#3e424d}.ansi-black-bg{background-color:#3e424d}.ansi-black-intense-black,.ansi-bright-black-fg{color:#282c36}.ansi-black-intense-black,.ansi-bright-black-bg{background-color:#282c36}.ansi-red-fg{color:#e75c58}.ansi-red-bg{background-color:#e75c58}.ansi-red-intense-red,.ansi-bright-red-fg{color:#b22b31}.ansi-red-intense-red,.ansi-bright-red-bg{background-color:#b22b31}.ansi-green-fg{color:#00a250}.ansi-green-bg{background-color:#00a250}.ansi-green-intense-green,.ansi-bright-green-fg{color:#007427}.ansi-green-intense-green,.ansi-bright-green-bg{background-color:#007427}.ansi-yellow-fg{color:#ddb62b}.ansi-yellow-bg{background-color:#ddb62b}.ansi-yellow-intense-yellow,.ansi-bright-yellow-fg{color:#b27d12}.ansi-yellow-intense-yellow,.ansi-bright-yellow-bg{background-color:#b27d12}.ansi-blue-fg{color:#208ffb}.ansi-blue-bg{background-color:#208ffb}.ansi-blue-intense-blue,.ansi-bright-blue-fg{color:#0065ca}.ansi-blue-intense-blue,.ansi-bright-blue-bg{background-color:#0065ca}.ansi-magenta-fg{color:#d160c4}.ansi-magenta-bg{background-color:#d160c4}.ansi-magenta-intense-magenta,.ansi-bright-magenta-fg{color:#a03196}.ansi-magenta-intense-magenta,.ansi-bright-magenta-bg{background-color:#a03196}.ansi-cyan-fg{color:#60c6c8}.ansi-cyan-bg{background-color:#60c6c8}.ansi-cyan-intense-cyan,.ansi-bright-cyan-fg{color:#258f8f}.ansi-cyan-intense-cyan,.ansi-bright-cyan-bg{background-color:#258f8f}.ansi-white-fg{color:#c5c1b4}.ansi-white-bg{background-color:#c5c1b4}.ansi-white-intense-white,.ansi-bright-white-fg{color:#a1a6b2}.ansi-white-intense-white,.ansi-bright-white-bg{background-color:#a1a6b2}.ansi-default-inverse-fg{color:#fff}.ansi-default-inverse-bg{background-color:#000}.ansi-bold{font-weight:bold}.ansi-underline{text-decoration:underline}:root{--quarto-body-bg: 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.page-columns{display:grid;gap:0;grid-template-columns:[screen-start] 1.5em [screen-start-inset page-start page-start-inset body-start-outset] 5fr [body-start] 1.5em [body-content-start] minmax(500px, calc(800px - 3em)) [body-content-end] 1.5em [body-end] 35px [body-end-outset] minmax(75px, 145px) [page-end-inset] 35px [page-end] 5fr [screen-end-inset] 1.5em [screen-end]}body.fullcontent:not(.floating):not(.docked) .page-columns{display:grid;gap:0;grid-template-columns:[screen-start] 1.5em [screen-start-inset page-start page-start-inset body-start-outset] 5fr [body-start] 1.5em [body-content-start] minmax(500px, calc(800px - 3em)) [body-content-end] 1.5em [body-end body-end-outset page-end-inset page-end] 5fr [screen-end-inset] 1.5em [screen-end]}body.slimcontent:not(.floating):not(.docked) .page-columns{display:grid;gap:0;grid-template-columns:[screen-start] 1.5em [screen-start-inset page-start page-start-inset body-start-outset] 5fr [body-start] 1.5em [body-content-start] 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[screen-end]}body:not(.floating):not(.docked) .page-columns.toc-left .page-columns{display:grid;gap:0;grid-template-columns:[screen-start] 1.5em [screen-start-inset] 5fr [page-start] 35px [page-start-inset] minmax(0px, 145px) [body-start-outset] 35px [body-start] 1.5em [body-content-start] minmax(450px, calc(800px - 3em)) [body-content-end] 1.5em [body-end body-end-outset page-end-inset page-end] 5fr [screen-end-inset] 1.5em [screen-end]}body.floating .page-columns{display:grid;gap:0;grid-template-columns:[screen-start] 1.5em [screen-start-inset] 5fr [page-start page-start-inset body-start-outset body-start] 1.5em [body-content-start] minmax(500px, calc(750px - 3em)) [body-content-end] 1.5em [body-end] 50px [body-end-outset] minmax(75px, 150px) [page-end-inset] 25px [page-end] 5fr [screen-end-inset] 1.5em [screen-end]}body.docked .page-columns{display:grid;gap:0;grid-template-columns:[screen-start] 1.5em [screen-start-inset page-start page-start-inset body-start-outset body-start body-content-start] minmax(500px, calc(750px - 3em)) [body-content-end] 1.5em [body-end] 50px [body-end-outset] minmax(25px, 50px) [page-end-inset] 50px [page-end] 5fr [screen-end-inset] 1.5em [screen-end]}body.docked.fullcontent .page-columns{display:grid;gap:0;grid-template-columns:[screen-start] 1.5em [screen-start-inset page-start page-start-inset body-start-outset body-start body-content-start] minmax(500px, calc(1000px - 3em)) [body-content-end] 1.5em [body-end body-end-outset page-end-inset page-end] 5fr [screen-end-inset] 1.5em [screen-end]}body.floating.fullcontent .page-columns{display:grid;gap:0;grid-template-columns:[screen-start] 1.5em [screen-start-inset] 5fr [page-start page-start-inset body-start-outset body-start] 1em [body-content-start] minmax(500px, calc(800px - 3em)) [body-content-end] 1.5em [body-end body-end-outset page-end-inset page-end] 4fr [screen-end-inset] 1.5em [screen-end]}body.docked.slimcontent 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#495057;--quarto-scss-export-dark-text-emphasis: #495057;--quarto-scss-export-primary-bg-subtle: #d4e6f9;--quarto-scss-export-secondary-bg-subtle: #d6d8d9;--quarto-scss-export-success-bg-subtle: #d9f0d1;--quarto-scss-export-info-bg-subtle: #ebddf1;--quarto-scss-export-warning-bg-subtle: #ffe3d1;--quarto-scss-export-danger-bg-subtle: #ffccd7;--quarto-scss-export-light-bg-subtle: #fcfcfd;--quarto-scss-export-dark-bg-subtle: #ced4da;--quarto-scss-export-primary-border-subtle: #a9ccf4;--quarto-scss-export-secondary-border-subtle: #aeb0b3;--quarto-scss-export-success-border-subtle: #b2e2a3;--quarto-scss-export-info-border-subtle: #d6bbe4;--quarto-scss-export-warning-border-subtle: #ffc8a3;--quarto-scss-export-danger-border-subtle: #ff99b0;--quarto-scss-export-light-border-subtle: #e9ecef;--quarto-scss-export-dark-border-subtle: #adb5bd;--quarto-scss-export-body-text-align: ;--quarto-scss-export-body-bg: #fff;--quarto-scss-export-body-secondary-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-body-secondary-bg: #e9ecef;--quarto-scss-export-body-tertiary-color: rgba(52, 58, 64, 0.5);--quarto-scss-export-body-tertiary-bg: #f8f9fa;--quarto-scss-export-body-emphasis-color: #000;--quarto-scss-export-link-hover-color: #1f4eb6;--quarto-scss-export-link-hover-decoration: ;--quarto-scss-export-border-color-translucent: rgba(0, 0, 0, 0.175);--quarto-scss-export-component-active-bg: #2780e3;--quarto-scss-export-component-active-color: #fff;--quarto-scss-export-focus-ring-color: rgba(39, 128, 227, 0.25);--quarto-scss-export-headings-font-family: ;--quarto-scss-export-headings-font-style: ;--quarto-scss-export-display-font-family: ;--quarto-scss-export-display-font-style: ;--quarto-scss-export-blockquote-footer-color: #6c757d;--quarto-scss-export-blockquote-border-color: #e9ecef;--quarto-scss-export-hr-bg-color: ;--quarto-scss-export-hr-height: ;--quarto-scss-export-hr-border-color: ;--quarto-scss-export-legend-font-weight: ;--quarto-scss-export-mark-bg: #ffe3d1;--quarto-scss-export-table-color: #343a40;--quarto-scss-export-table-bg: #fff;--quarto-scss-export-table-accent-bg: transparent;--quarto-scss-export-table-th-font-weight: ;--quarto-scss-export-table-striped-color: #343a40;--quarto-scss-export-table-striped-bg: rgba(0, 0, 0, 0.05);--quarto-scss-export-table-active-color: #343a40;--quarto-scss-export-table-active-bg: rgba(0, 0, 0, 0.1);--quarto-scss-export-table-hover-color: #343a40;--quarto-scss-export-table-hover-bg: rgba(0, 0, 0, 0.075);--quarto-scss-export-table-caption-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-input-btn-font-family: ;--quarto-scss-export-input-btn-focus-color: rgba(39, 128, 227, 0.25);--quarto-scss-export-btn-color: #343a40;--quarto-scss-export-btn-font-family: ;--quarto-scss-export-btn-white-space: ;--quarto-scss-export-btn-link-color: #2761e3;--quarto-scss-export-btn-link-hover-color: #1f4eb6;--quarto-scss-export-btn-link-disabled-color: #6c757d;--quarto-scss-export-form-text-font-style: ;--quarto-scss-export-form-text-font-weight: ;--quarto-scss-export-form-text-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-form-label-font-size: ;--quarto-scss-export-form-label-font-style: ;--quarto-scss-export-form-label-font-weight: ;--quarto-scss-export-form-label-color: ;--quarto-scss-export-input-font-family: ;--quarto-scss-export-input-disabled-color: ;--quarto-scss-export-input-disabled-bg: #e9ecef;--quarto-scss-export-input-disabled-border-color: ;--quarto-scss-export-input-color: #343a40;--quarto-scss-export-input-focus-bg: #fff;--quarto-scss-export-input-focus-border-color: #93c0f1;--quarto-scss-export-input-focus-color: #343a40;--quarto-scss-export-input-placeholder-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-input-plaintext-color: #343a40;--quarto-scss-export-form-check-label-color: ;--quarto-scss-export-form-check-transition: ;--quarto-scss-export-form-check-input-bg: #fff;--quarto-scss-export-form-check-input-focus-border: #93c0f1;--quarto-scss-export-form-check-input-checked-color: #fff;--quarto-scss-export-form-check-input-checked-bg-color: #2780e3;--quarto-scss-export-form-check-input-checked-border-color: #2780e3;--quarto-scss-export-form-check-input-indeterminate-color: #fff;--quarto-scss-export-form-check-input-indeterminate-bg-color: #2780e3;--quarto-scss-export-form-check-input-indeterminate-border-color: #2780e3;--quarto-scss-export-form-switch-color: rgba(0, 0, 0, 0.25);--quarto-scss-export-form-switch-focus-color: #93c0f1;--quarto-scss-export-form-switch-checked-color: #fff;--quarto-scss-export-input-group-addon-color: #343a40;--quarto-scss-export-input-group-addon-bg: #f8f9fa;--quarto-scss-export-input-group-addon-border-color: #dee2e6;--quarto-scss-export-form-select-font-family: ;--quarto-scss-export-form-select-color: #343a40;--quarto-scss-export-form-select-bg: #fff;--quarto-scss-export-form-select-disabled-color: ;--quarto-scss-export-form-select-disabled-bg: #e9ecef;--quarto-scss-export-form-select-disabled-border-color: ;--quarto-scss-export-form-select-indicator-color: #343a40;--quarto-scss-export-form-select-border-color: #dee2e6;--quarto-scss-export-form-select-focus-border-color: #93c0f1;--quarto-scss-export-form-range-track-bg: #f8f9fa;--quarto-scss-export-form-range-thumb-bg: #2780e3;--quarto-scss-export-form-range-thumb-active-bg: #bed9f7;--quarto-scss-export-form-range-thumb-disabled-bg: rgba(52, 58, 64, 0.75);--quarto-scss-export-form-file-button-color: #343a40;--quarto-scss-export-form-file-button-bg: #f8f9fa;--quarto-scss-export-form-file-button-hover-bg: #e9ecef;--quarto-scss-export-form-floating-label-disabled-color: #6c757d;--quarto-scss-export-form-feedback-font-style: ;--quarto-scss-export-form-feedback-valid-color: #3fb618;--quarto-scss-export-form-feedback-invalid-color: #ff0039;--quarto-scss-export-form-feedback-icon-valid-color: #3fb618;--quarto-scss-export-form-feedback-icon-invalid-color: #ff0039;--quarto-scss-export-form-valid-color: #3fb618;--quarto-scss-export-form-valid-border-color: #3fb618;--quarto-scss-export-form-invalid-color: #ff0039;--quarto-scss-export-form-invalid-border-color: #ff0039;--quarto-scss-export-nav-link-font-size: ;--quarto-scss-export-nav-link-font-weight: ;--quarto-scss-export-nav-link-color: #2761e3;--quarto-scss-export-nav-link-hover-color: #1f4eb6;--quarto-scss-export-nav-link-disabled-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-nav-tabs-border-color: #dee2e6;--quarto-scss-export-nav-tabs-link-hover-border-color: #e9ecef #e9ecef #dee2e6;--quarto-scss-export-nav-tabs-link-active-color: #000;--quarto-scss-export-nav-tabs-link-active-bg: #fff;--quarto-scss-export-nav-pills-link-active-bg: #2780e3;--quarto-scss-export-nav-pills-link-active-color: #fff;--quarto-scss-export-nav-underline-link-active-color: #000;--quarto-scss-export-navbar-padding-x: ;--quarto-scss-export-navbar-light-contrast: #000;--quarto-scss-export-navbar-dark-contrast: #000;--quarto-scss-export-navbar-light-icon-color: rgba(0, 0, 0, 0.75);--quarto-scss-export-navbar-dark-icon-color: rgba(0, 0, 0, 0.75);--quarto-scss-export-dropdown-color: #343a40;--quarto-scss-export-dropdown-bg: #fff;--quarto-scss-export-dropdown-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-divider-bg: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-link-color: #343a40;--quarto-scss-export-dropdown-link-hover-color: #343a40;--quarto-scss-export-dropdown-link-hover-bg: #f8f9fa;--quarto-scss-export-dropdown-link-active-bg: #2780e3;--quarto-scss-export-dropdown-link-active-color: #fff;--quarto-scss-export-dropdown-link-disabled-color: rgba(52, 58, 64, 0.5);--quarto-scss-export-dropdown-header-color: #6c757d;--quarto-scss-export-dropdown-dark-color: #dee2e6;--quarto-scss-export-dropdown-dark-bg: #343a40;--quarto-scss-export-dropdown-dark-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-dark-divider-bg: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-dark-box-shadow: ;--quarto-scss-export-dropdown-dark-link-color: #dee2e6;--quarto-scss-export-dropdown-dark-link-hover-color: #fff;--quarto-scss-export-dropdown-dark-link-hover-bg: rgba(255, 255, 255, 0.15);--quarto-scss-export-dropdown-dark-link-active-color: #fff;--quarto-scss-export-dropdown-dark-link-active-bg: #2780e3;--quarto-scss-export-dropdown-dark-link-disabled-color: #adb5bd;--quarto-scss-export-dropdown-dark-header-color: #adb5bd;--quarto-scss-export-pagination-color: #2761e3;--quarto-scss-export-pagination-bg: #fff;--quarto-scss-export-pagination-border-color: #dee2e6;--quarto-scss-export-pagination-focus-color: #1f4eb6;--quarto-scss-export-pagination-focus-bg: #e9ecef;--quarto-scss-export-pagination-hover-color: #1f4eb6;--quarto-scss-export-pagination-hover-bg: #f8f9fa;--quarto-scss-export-pagination-hover-border-color: #dee2e6;--quarto-scss-export-pagination-active-color: #fff;--quarto-scss-export-pagination-active-bg: #2780e3;--quarto-scss-export-pagination-active-border-color: #2780e3;--quarto-scss-export-pagination-disabled-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-pagination-disabled-bg: #e9ecef;--quarto-scss-export-pagination-disabled-border-color: #dee2e6;--quarto-scss-export-card-title-color: ;--quarto-scss-export-card-subtitle-color: ;--quarto-scss-export-card-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-card-box-shadow: ;--quarto-scss-export-card-cap-color: ;--quarto-scss-export-card-height: ;--quarto-scss-export-card-color: ;--quarto-scss-export-card-bg: #fff;--quarto-scss-export-accordion-color: #343a40;--quarto-scss-export-accordion-bg: #fff;--quarto-scss-export-accordion-border-color: #dee2e6;--quarto-scss-export-accordion-button-color: #343a40;--quarto-scss-export-accordion-button-bg: #fff;--quarto-scss-export-accordion-button-active-bg: #d4e6f9;--quarto-scss-export-accordion-button-active-color: #10335b;--quarto-scss-export-accordion-button-focus-border-color: #93c0f1;--quarto-scss-export-accordion-icon-color: #343a40;--quarto-scss-export-accordion-icon-active-color: #10335b;--quarto-scss-export-tooltip-color: #fff;--quarto-scss-export-tooltip-bg: #000;--quarto-scss-export-tooltip-margin: ;--quarto-scss-export-tooltip-arrow-color: ;--quarto-scss-export-form-feedback-tooltip-line-height: ;--quarto-scss-export-popover-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-popover-header-bg: #e9ecef;--quarto-scss-export-popover-body-color: #343a40;--quarto-scss-export-popover-arrow-color: #fff;--quarto-scss-export-popover-arrow-outer-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-toast-color: ;--quarto-scss-export-toast-background-color: rgba(255, 255, 255, 0.85);--quarto-scss-export-toast-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-toast-header-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-toast-header-background-color: rgba(255, 255, 255, 0.85);--quarto-scss-export-toast-header-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-badge-color: #fff;--quarto-scss-export-modal-content-color: ;--quarto-scss-export-modal-content-bg: #fff;--quarto-scss-export-modal-content-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-modal-backdrop-bg: #000;--quarto-scss-export-modal-header-border-color: #dee2e6;--quarto-scss-export-modal-footer-bg: ;--quarto-scss-export-modal-footer-border-color: #dee2e6;--quarto-scss-export-progress-bg: #e9ecef;--quarto-scss-export-progress-bar-color: #fff;--quarto-scss-export-progress-bar-bg: #2780e3;--quarto-scss-export-list-group-color: #343a40;--quarto-scss-export-list-group-bg: #fff;--quarto-scss-export-list-group-border-color: #dee2e6;--quarto-scss-export-list-group-hover-bg: #f8f9fa;--quarto-scss-export-list-group-active-bg: #2780e3;--quarto-scss-export-list-group-active-color: #fff;--quarto-scss-export-list-group-active-border-color: #2780e3;--quarto-scss-export-list-group-disabled-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-list-group-disabled-bg: #fff;--quarto-scss-export-list-group-action-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-list-group-action-hover-color: #000;--quarto-scss-export-list-group-action-active-color: #343a40;--quarto-scss-export-list-group-action-active-bg: #e9ecef;--quarto-scss-export-thumbnail-bg: #fff;--quarto-scss-export-thumbnail-border-color: #dee2e6;--quarto-scss-export-figure-caption-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-breadcrumb-font-size: ;--quarto-scss-export-breadcrumb-bg: ;--quarto-scss-export-breadcrumb-divider-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-breadcrumb-active-color: rgba(52, 58, 64, 0.75);--quarto-scss-export-breadcrumb-border-radius: ;--quarto-scss-export-carousel-control-color: #fff;--quarto-scss-export-carousel-indicator-active-bg: #fff;--quarto-scss-export-carousel-caption-color: #fff;--quarto-scss-export-carousel-dark-indicator-active-bg: #000;--quarto-scss-export-carousel-dark-caption-color: #000;--quarto-scss-export-btn-close-color: #000;--quarto-scss-export-offcanvas-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-offcanvas-bg-color: #fff;--quarto-scss-export-offcanvas-color: #343a40;--quarto-scss-export-offcanvas-backdrop-bg: #000;--quarto-scss-export-code-color-dark: white;--quarto-scss-export-kbd-color: #fff;--quarto-scss-export-kbd-bg: #343a40;--quarto-scss-export-nested-kbd-font-weight: ;--quarto-scss-export-pre-bg: #f8f9fa;--quarto-scss-export-pre-color: #000;--quarto-scss-export-bslib-page-sidebar-title-bg: #f8f9fa;--quarto-scss-export-bslib-page-sidebar-title-color: #000;--quarto-scss-export-bslib-sidebar-bg: rgba(var(--bs-emphasis-color-rgb, 0, 0, 0), 0.05);--quarto-scss-export-bslib-sidebar-toggle-bg: rgba(var(--bs-emphasis-color-rgb, 0, 0, 0), 0.1);--quarto-scss-export-sidebar-color: #545555;--quarto-scss-export-sidebar-hover-color: rgba(31, 78, 182, 0.8);--quarto-scss-export-sidebar-disabled-color: rgba(84, 85, 85, 0.75);--quarto-scss-export-valuebox-bg-primary: #5397e9;--quarto-scss-export-valuebox-bg-secondary: #343a40;--quarto-scss-export-valuebox-bg-success: #3aa716;--quarto-scss-export-valuebox-bg-info: rgba(153, 84, 187, 0.7019607843);--quarto-scss-export-valuebox-bg-warning: #fa6400;--quarto-scss-export-valuebox-bg-danger: rgba(255, 0, 57, 0.7019607843);--quarto-scss-export-valuebox-bg-light: #f8f9fa;--quarto-scss-export-valuebox-bg-dark: #343a40;--quarto-scss-export-mermaid-bg-color: #fff;--quarto-scss-export-mermaid-edge-color: #343a40;--quarto-scss-export-mermaid-node-fg-color: #343a40;--quarto-scss-export-mermaid-fg-color: #343a40;--quarto-scss-export-mermaid-fg-color--lighter: #4b545c;--quarto-scss-export-mermaid-fg-color--lightest: #626d78;--quarto-scss-export-mermaid-label-bg-color: #fff;--quarto-scss-export-mermaid-label-fg-color: #2780e3;--quarto-scss-export-mermaid-node-bg-color: rgba(39, 128, 227, 0.1);--quarto-scss-export-code-block-border-left-color: #dee2e6;--quarto-scss-export-callout-color-note: #2780e3;--quarto-scss-export-callout-color-tip: #3fb618;--quarto-scss-export-callout-color-important: #ff0039;--quarto-scss-export-callout-color-caution: #f0ad4e;--quarto-scss-export-callout-color-warning: #ff7518}
\ No newline at end of file
diff --git a/src/_site/site_libs/bootstrap/bootstrap-icons.css b/src/_site/site_libs/bootstrap/bootstrap-icons.css
new file mode 100644
index 0000000000000000000000000000000000000000..285e4448fc8239bca4d8be301d80a6e777aa1d14
--- /dev/null
+++ b/src/_site/site_libs/bootstrap/bootstrap-icons.css
@@ -0,0 +1,2078 @@
+/*!
+ * Bootstrap Icons v1.11.1 (https://icons.getbootstrap.com/)
+ * Copyright 2019-2023 The Bootstrap Authors
+ * Licensed under MIT (https://github.com/twbs/icons/blob/main/LICENSE)
+ */
+
+@font-face {
+  font-display: block;
+  font-family: "bootstrap-icons";
+  src: 
+url("./bootstrap-icons.woff?2820a3852bdb9a5832199cc61cec4e65") format("woff");
+}
+
+.bi::before,
+[class^="bi-"]::before,
+[class*=" bi-"]::before {
+  display: inline-block;
+  font-family: bootstrap-icons !important;
+  font-style: normal;
+  font-weight: normal !important;
+  font-variant: normal;
+  text-transform: none;
+  line-height: 1;
+  vertical-align: -.125em;
+  -webkit-font-smoothing: antialiased;
+  -moz-osx-font-smoothing: grayscale;
+}
+
+.bi-123::before { content: "\f67f"; }
+.bi-alarm-fill::before { content: "\f101"; }
+.bi-alarm::before { content: "\f102"; }
+.bi-align-bottom::before { content: "\f103"; }
+.bi-align-center::before { content: "\f104"; }
+.bi-align-end::before { content: "\f105"; }
+.bi-align-middle::before { content: "\f106"; }
+.bi-align-start::before { content: "\f107"; }
+.bi-align-top::before { content: "\f108"; }
+.bi-alt::before { content: "\f109"; }
+.bi-app-indicator::before { content: "\f10a"; }
+.bi-app::before { content: "\f10b"; }
+.bi-archive-fill::before { content: "\f10c"; }
+.bi-archive::before { content: "\f10d"; }
+.bi-arrow-90deg-down::before { content: "\f10e"; }
+.bi-arrow-90deg-left::before { content: "\f10f"; }
+.bi-arrow-90deg-right::before { content: "\f110"; }
+.bi-arrow-90deg-up::before { content: "\f111"; }
+.bi-arrow-bar-down::before { content: "\f112"; }
+.bi-arrow-bar-left::before { content: "\f113"; }
+.bi-arrow-bar-right::before { content: "\f114"; }
+.bi-arrow-bar-up::before { content: "\f115"; }
+.bi-arrow-clockwise::before { content: "\f116"; }
+.bi-arrow-counterclockwise::before { content: "\f117"; }
+.bi-arrow-down-circle-fill::before { content: "\f118"; }
+.bi-arrow-down-circle::before { content: "\f119"; }
+.bi-arrow-down-left-circle-fill::before { content: "\f11a"; }
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diff --git a/src/_site/site_libs/bootstrap/bootstrap-icons.woff b/src/_site/site_libs/bootstrap/bootstrap-icons.woff
new file mode 100644
index 0000000000000000000000000000000000000000..dbeeb055674125ad78fda0f3d166b36e5cc92336
Binary files /dev/null and b/src/_site/site_libs/bootstrap/bootstrap-icons.woff differ
diff --git a/src/_site/site_libs/bootstrap/bootstrap.min.js b/src/_site/site_libs/bootstrap/bootstrap.min.js
new file mode 100644
index 0000000000000000000000000000000000000000..e8f21f703f7bb4e9ab84daca93c9ee1d5358a316
--- /dev/null
+++ b/src/_site/site_libs/bootstrap/bootstrap.min.js
@@ -0,0 +1,7 @@
+/*!
+  * Bootstrap v5.3.1 (https://getbootstrap.com/)
+  * Copyright 2011-2023 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors)
+  * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
+  */
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m?m(Object.assign({},e.rects,{placement:e.placement})):m,O="number"==typeof C?{mainAxis:C,altAxis:C}:Object.assign({mainAxis:0,altAxis:0},C),x=e.modifiersData.offset?e.modifiersData.offset[e.placement]:null,k={x:0,y:0};if(A){if(o){var L,S="y"===y?zt:Vt,D="y"===y?Rt:qt,$="y"===y?"height":"width",I=A[y],N=I+g[S],P=I-g[D],M=f?-T[$]/2:0,j=b===Xt?E[$]:T[$],F=b===Xt?-T[$]:-E[$],H=e.elements.arrow,W=f&&H?Ce(H):{width:0,height:0},B=e.modifiersData["arrow#persistent"]?e.modifiersData["arrow#persistent"].padding:{top:0,right:0,bottom:0,left:0},z=B[S],R=B[D],q=Ne(0,E[$],W[$]),V=v?E[$]/2-M-q-z-O.mainAxis:j-q-z-O.mainAxis,K=v?-E[$]/2+M+q+R+O.mainAxis:F+q+R+O.mainAxis,Q=e.elements.arrow&&$e(e.elements.arrow),X=Q?"y"===y?Q.clientTop||0:Q.clientLeft||0:0,Y=null!=(L=null==x?void 0:x[y])?L:0,U=I+K-Y,G=Ne(f?ye(N,I+V-Y-X):N,I,f?ve(P,U):P);A[y]=G,k[y]=G-I}if(a){var J,Z="x"===y?zt:Vt,tt="x"===y?Rt:qt,et=A[w],it="y"===w?"height":"width",nt=et+g[Z],st=et-g[tt],ot=-1!==[zt,Vt].indexOf(_),rt=null!=(J=null==x?void 0:x[w])?J:0,at=ot?nt:et-E[it]-T[it]-rt+O.altAxis,lt=ot?et+E[it]+T[it]-rt-O.altAxis:st,ct=f&&ot?function(t,e,i){var n=Ne(t,e,i);return n>i?i:n}(at,et,lt):Ne(f?at:nt,et,f?lt:st);A[w]=ct,k[w]=ct-et}e.modifiersData[n]=k}},requiresIfExists:["offset"]};function di(t,e,i){void 0===i&&(i=!1);var n,s,o=me(e),r=me(e)&&function(t){var e=t.getBoundingClientRect(),i=we(e.width)/t.offsetWidth||1,n=we(e.height)/t.offsetHeight||1;return 1!==i||1!==n}(e),a=Le(e),l=Te(t,r,i),c={scrollLeft:0,scrollTop:0},h={x:0,y:0};return(o||!o&&!i)&&(("body"!==ue(e)||Ue(a))&&(c=(n=e)!==fe(n)&&me(n)?{scrollLeft:(s=n).scrollLeft,scrollTop:s.scrollTop}:Xe(n)),me(e)?((h=Te(e,!0)).x+=e.clientLeft,h.y+=e.clientTop):a&&(h.x=Ye(a))),{x:l.left+c.scrollLeft-h.x,y:l.top+c.scrollTop-h.y,width:l.width,height:l.height}}function ui(t){var e=new Map,i=new Set,n=[];function s(t){i.add(t.name),[].concat(t.requires||[],t.requiresIfExists||[]).forEach((function(t){if(!i.has(t)){var n=e.get(t);n&&s(n)}})),n.push(t)}return t.forEach((function(t){e.set(t.name,t)})),t.forEach((function(t){i.has(t.name)||s(t)})),n}var fi={placement:"bottom",modifiers:[],strategy:"absolute"};function pi(){for(var t=arguments.length,e=new Array(t),i=0;i<t;i++)e[i]=arguments[i];return!e.some((function(t){return!(t&&"function"==typeof t.getBoundingClientRect)}))}function mi(t){void 0===t&&(t={});var e=t,i=e.defaultModifiers,n=void 0===i?[]:i,s=e.defaultOptions,o=void 0===s?fi:s;return function(t,e,i){void 0===i&&(i=o);var s,r,a={placement:"bottom",orderedModifiers:[],options:Object.assign({},fi,o),modifiersData:{},elements:{reference:t,popper:e},attributes:{},styles:{}},l=[],c=!1,h={state:a,setOptions:function(i){var s="function"==typeof i?i(a.options):i;d(),a.options=Object.assign({},o,a.options,s),a.scrollParents={reference:pe(t)?Je(t):t.contextElement?Je(t.contextElement):[],popper:Je(e)};var r,c,u=function(t){var e=ui(t);return de.reduce((function(t,i){return t.concat(e.filter((function(t){return t.phase===i})))}),[])}((r=[].concat(n,a.options.modifiers),c=r.reduce((function(t,e){var i=t[e.name];return t[e.name]=i?Object.assign({},i,e,{options:Object.assign({},i.options,e.options),data:Object.assign({},i.data,e.data)}):e,t}),{}),Object.keys(c).map((function(t){return c[t]}))));return a.orderedModifiers=u.filter((function(t){return t.enabled})),a.orderedModifiers.forEach((function(t){var e=t.name,i=t.options,n=void 0===i?{}:i,s=t.effect;if("function"==typeof s){var o=s({state:a,name:e,instance:h,options:n});l.push(o||function(){})}})),h.update()},forceUpdate:function(){if(!c){var t=a.elements,e=t.reference,i=t.popper;if(pi(e,i)){a.rects={reference:di(e,$e(i),"fixed"===a.options.strategy),popper:Ce(i)},a.reset=!1,a.placement=a.options.placement,a.orderedModifiers.forEach((function(t){return a.modifiersData[t.name]=Object.assign({},t.data)}));for(var n=0;n<a.orderedModifiers.length;n++)if(!0!==a.reset){var s=a.orderedModifiers[n],o=s.fn,r=s.options,l=void 0===r?{}:r,d=s.name;"function"==typeof o&&(a=o({state:a,options:l,name:d,instance:h})||a)}else a.reset=!1,n=-1}}},update:(s=function(){return new Promise((function(t){h.forceUpdate(),t(a)}))},function(){return r||(r=new Promise((function(t){Promise.resolve().then((function(){r=void 0,t(s())}))}))),r}),destroy:function(){d(),c=!0}};if(!pi(t,e))return h;function d(){l.forEach((function(t){return t()})),l=[]}return h.setOptions(i).then((function(t){!c&&i.onFirstUpdate&&i.onFirstUpdate(t)})),h}}var gi=mi(),_i=mi({defaultModifiers:[Re,ci,Be,_e]}),bi=mi({defaultModifiers:[Re,ci,Be,_e,li,si,hi,je,ai]});const vi=Object.freeze(Object.defineProperty({__proto__:null,afterMain:ae,afterRead:se,afterWrite:he,applyStyles:_e,arrow:je,auto:Kt,basePlacements:Qt,beforeMain:oe,beforeRead:ie,beforeWrite:le,bottom:Rt,clippingParents:Ut,computeStyles:Be,createPopper:bi,createPopperBase:gi,createPopperLite:_i,detectOverflow:ii,end:Yt,eventListeners:Re,flip:si,hide:ai,left:Vt,main:re,modifierPhases:de,offset:li,placements:ee,popper:Jt,popperGenerator:mi,popperOffsets:ci,preventOverflow:hi,read:ne,reference:Zt,right:qt,start:Xt,top:zt,variationPlacements:te,viewport:Gt,write:ce},Symbol.toStringTag,{value:"Module"})),yi="dropdown",wi=".bs.dropdown",Ai=".data-api",Ei="ArrowUp",Ti="ArrowDown",Ci=`hide${wi}`,Oi=`hidden${wi}`,xi=`show${wi}`,ki=`shown${wi}`,Li=`click${wi}${Ai}`,Si=`keydown${wi}${Ai}`,Di=`keyup${wi}${Ai}`,$i="show",Ii='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',Ni=`${Ii}.${$i}`,Pi=".dropdown-menu",Mi=p()?"top-end":"top-start",ji=p()?"top-start":"top-end",Fi=p()?"bottom-end":"bottom-start",Hi=p()?"bottom-start":"bottom-end",Wi=p()?"left-start":"right-start",Bi=p()?"right-start":"left-start",zi={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},Ri={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class qi extends W{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=z.next(this._element,Pi)[0]||z.prev(this._element,Pi)[0]||z.findOne(Pi,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return zi}static get DefaultType(){return Ri}static get NAME(){return yi}toggle(){return this._isShown()?this.hide():this.show()}show(){if(l(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!N.trigger(this._element,xi,t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))N.on(t,"mouseover",h);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add($i),this._element.classList.add($i),N.trigger(this._element,ki,t)}}hide(){if(l(this._element)||!this._isShown())return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){if(!N.trigger(this._element,Ci,t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.off(t,"mouseover",h);this._popper&&this._popper.destroy(),this._menu.classList.remove($i),this._element.classList.remove($i),this._element.setAttribute("aria-expanded","false"),F.removeDataAttribute(this._menu,"popper"),N.trigger(this._element,Oi,t)}}_getConfig(t){if("object"==typeof(t=super._getConfig(t)).reference&&!o(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError(`${yi.toUpperCase()}: Option "reference" provided type "object" without a required "getBoundingClientRect" method.`);return t}_createPopper(){if(void 0===vi)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");let t=this._element;"parent"===this._config.reference?t=this._parent:o(this._config.reference)?t=r(this._config.reference):"object"==typeof this._config.reference&&(t=this._config.reference);const e=this._getPopperConfig();this._popper=bi(t,this._menu,e)}_isShown(){return this._menu.classList.contains($i)}_getPlacement(){const t=this._parent;if(t.classList.contains("dropend"))return Wi;if(t.classList.contains("dropstart"))return Bi;if(t.classList.contains("dropup-center"))return"top";if(t.classList.contains("dropdown-center"))return"bottom";const e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim();return t.classList.contains("dropup")?e?ji:Mi:e?Hi:Fi}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(F.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...g(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=z.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>a(t)));i.length&&b(i,e,t===Ti,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=qi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=z.find(Ni);for(const i of e){const e=qi.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Ei,Ti].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ii)?this:z.prev(this,Ii)[0]||z.next(this,Ii)[0]||z.findOne(Ii,t.delegateTarget.parentNode),o=qi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}N.on(document,Si,Ii,qi.dataApiKeydownHandler),N.on(document,Si,Pi,qi.dataApiKeydownHandler),N.on(document,Li,qi.clearMenus),N.on(document,Di,qi.clearMenus),N.on(document,Li,Ii,(function(t){t.preventDefault(),qi.getOrCreateInstance(this).toggle()})),m(qi);const Vi="backdrop",Ki="show",Qi=`mousedown.bs.${Vi}`,Xi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Yi={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Ui extends H{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Xi}static get DefaultType(){return Yi}static get NAME(){return Vi}show(t){if(!this._config.isVisible)return void g(t);this._append();const e=this._getElement();this._config.isAnimated&&d(e),e.classList.add(Ki),this._emulateAnimation((()=>{g(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ki),this._emulateAnimation((()=>{this.dispose(),g(t)}))):g(t)}dispose(){this._isAppended&&(N.off(this._element,Qi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=r(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),N.on(t,Qi,(()=>{g(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const Gi=".bs.focustrap",Ji=`focusin${Gi}`,Zi=`keydown.tab${Gi}`,tn="backward",en={autofocus:!0,trapElement:null},nn={autofocus:"boolean",trapElement:"element"};class sn extends H{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return en}static get DefaultType(){return nn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),N.off(document,Gi),N.on(document,Ji,(t=>this._handleFocusin(t))),N.on(document,Zi,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,N.off(document,Gi))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=z.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===tn?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?tn:"forward")}}const on=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",rn=".sticky-top",an="padding-right",ln="margin-right";class cn{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,an,(e=>e+t)),this._setElementAttributes(on,an,(e=>e+t)),this._setElementAttributes(rn,ln,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,an),this._resetElementAttributes(on,an),this._resetElementAttributes(rn,ln)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&F.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=F.getDataAttribute(t,e);null!==i?(F.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(o(t))e(t);else for(const i of z.find(t,this._element))e(i)}}const hn=".bs.modal",dn=`hide${hn}`,un=`hidePrevented${hn}`,fn=`hidden${hn}`,pn=`show${hn}`,mn=`shown${hn}`,gn=`resize${hn}`,_n=`click.dismiss${hn}`,bn=`mousedown.dismiss${hn}`,vn=`keydown.dismiss${hn}`,yn=`click${hn}.data-api`,wn="modal-open",An="show",En="modal-static",Tn={backdrop:!0,focus:!0,keyboard:!0},Cn={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class On extends W{constructor(t,e){super(t,e),this._dialog=z.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new cn,this._addEventListeners()}static get Default(){return Tn}static get DefaultType(){return Cn}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||N.trigger(this._element,pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(wn),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(N.trigger(this._element,dn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(An),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){N.off(window,hn),N.off(this._dialog,hn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Ui({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=z.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),d(this._element),this._element.classList.add(An),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,N.trigger(this._element,mn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){N.on(this._element,vn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),N.on(window,gn,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),N.on(this._element,bn,(t=>{N.one(this._element,_n,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(wn),this._resetAdjustments(),this._scrollBar.reset(),N.trigger(this._element,fn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(N.trigger(this._element,un).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(En)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(En),this._queueCallback((()=>{this._element.classList.remove(En),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=p()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=p()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=On.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}N.on(document,yn,'[data-bs-toggle="modal"]',(function(t){const e=z.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),N.one(e,pn,(t=>{t.defaultPrevented||N.one(e,fn,(()=>{a(this)&&this.focus()}))}));const i=z.findOne(".modal.show");i&&On.getInstance(i).hide(),On.getOrCreateInstance(e).toggle(this)})),R(On),m(On);const xn=".bs.offcanvas",kn=".data-api",Ln=`load${xn}${kn}`,Sn="show",Dn="showing",$n="hiding",In=".offcanvas.show",Nn=`show${xn}`,Pn=`shown${xn}`,Mn=`hide${xn}`,jn=`hidePrevented${xn}`,Fn=`hidden${xn}`,Hn=`resize${xn}`,Wn=`click${xn}${kn}`,Bn=`keydown.dismiss${xn}`,zn={backdrop:!0,keyboard:!0,scroll:!1},Rn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class qn extends W{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return zn}static get DefaultType(){return Rn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||N.trigger(this._element,Nn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new cn).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Dn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Sn),this._element.classList.remove(Dn),N.trigger(this._element,Pn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(N.trigger(this._element,Mn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add($n),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Sn,$n),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new cn).reset(),N.trigger(this._element,Fn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new Ui({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():N.trigger(this._element,jn)}:null})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_addEventListeners(){N.on(this._element,Bn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():N.trigger(this._element,jn))}))}static jQueryInterface(t){return this.each((function(){const e=qn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}N.on(document,Wn,'[data-bs-toggle="offcanvas"]',(function(t){const e=z.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this))return;N.one(e,Fn,(()=>{a(this)&&this.focus()}));const i=z.findOne(In);i&&i!==e&&qn.getInstance(i).hide(),qn.getOrCreateInstance(e).toggle(this)})),N.on(window,Ln,(()=>{for(const t of z.find(In))qn.getOrCreateInstance(t).show()})),N.on(window,Hn,(()=>{for(const t of z.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&qn.getOrCreateInstance(t).hide()})),R(qn),m(qn);const Vn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Kn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Qn=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Xn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Kn.has(i)||Boolean(Qn.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Yn={allowList:Vn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"<div></div>"},Un={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Gn={entry:"(string|element|function|null)",selector:"(string|element)"};class Jn extends H{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Yn}static get DefaultType(){return Un}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Gn)}_setContent(t,e,i){const n=z.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?o(e)?this._putElementInTemplate(r(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Xn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return g(t,[this])}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const Zn=new Set(["sanitize","allowList","sanitizeFn"]),ts="fade",es="show",is=".modal",ns="hide.bs.modal",ss="hover",os="focus",rs={AUTO:"auto",TOP:"top",RIGHT:p()?"left":"right",BOTTOM:"bottom",LEFT:p()?"right":"left"},as={allowList:Vn,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,6],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',title:"",trigger:"hover focus"},ls={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class cs extends W{constructor(t,e){if(void 0===vi)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,e),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return as}static get DefaultType(){return ls}static get NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),N.off(this._element.closest(is),ns,this._hideModalHandler),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this._isWithContent()||!this._isEnabled)return;const t=N.trigger(this._element,this.constructor.eventName("show")),e=(c(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this._disposePopper();const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),N.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(es),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.on(t,"mouseover",h);this._queueCallback((()=>{N.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!N.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(es),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.off(t,"mouseover",h);this._activeTrigger.click=!1,this._activeTrigger[os]=!1,this._activeTrigger[ss]=!1,this._isHovered=null,this._queueCallback((()=>{this._isWithActiveTrigger()||(this._isHovered||this._disposePopper(),this._element.removeAttribute("aria-describedby"),N.trigger(this._element,this.constructor.eventName("hidden")))}),this.tip,this._isAnimated())}}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){const e=this._getTemplateFactory(t).toHtml();if(!e)return null;e.classList.remove(ts,es),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return e.setAttribute("id",i),this._isAnimated()&&e.classList.add(ts),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new Jn({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{".tooltip-inner":this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(ts)}_isShown(){return this.tip&&this.tip.classList.contains(es)}_createPopper(t){const e=g(this._config.placement,[this,t,this._element]),i=rs[e.toUpperCase()];return bi(this._element,t,this._getPopperConfig(i))}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return g(t,[this._element])}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"preSetPlacement",enabled:!0,phase:"beforeMain",fn:t=>{this._getTipElement().setAttribute("data-popper-placement",t.state.placement)}}]};return{...e,...g(this._config.popperConfig,[e])}}_setListeners(){const t=this._config.trigger.split(" ");for(const e of t)if("click"===e)N.on(this._element,this.constructor.eventName("click"),this._config.selector,(t=>{this._initializeOnDelegatedTarget(t).toggle()}));else if("manual"!==e){const t=e===ss?this.constructor.eventName("mouseenter"):this.constructor.eventName("focusin"),i=e===ss?this.constructor.eventName("mouseleave"):this.constructor.eventName("focusout");N.on(this._element,t,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusin"===t.type?os:ss]=!0,e._enter()})),N.on(this._element,i,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusout"===t.type?os:ss]=e._element.contains(t.relatedTarget),e._leave()}))}this._hideModalHandler=()=>{this._element&&this.hide()},N.on(this._element.closest(is),ns,this._hideModalHandler)}_fixTitle(){const t=this._element.getAttribute("title");t&&(this._element.getAttribute("aria-label")||this._element.textContent.trim()||this._element.setAttribute("aria-label",t),this._element.setAttribute("data-bs-original-title",t),this._element.removeAttribute("title"))}_enter(){this._isShown()||this._isHovered?this._isHovered=!0:(this._isHovered=!0,this._setTimeout((()=>{this._isHovered&&this.show()}),this._config.delay.show))}_leave(){this._isWithActiveTrigger()||(this._isHovered=!1,this._setTimeout((()=>{this._isHovered||this.hide()}),this._config.delay.hide))}_setTimeout(t,e){clearTimeout(this._timeout),this._timeout=setTimeout(t,e)}_isWithActiveTrigger(){return Object.values(this._activeTrigger).includes(!0)}_getConfig(t){const e=F.getDataAttributes(this._element);for(const t of Object.keys(e))Zn.has(t)&&delete e[t];return t={...e,..."object"==typeof t&&t?t:{}},t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t.container=!1===t.container?document.body:r(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){const t={};for(const[e,i]of Object.entries(this._config))this.constructor.Default[e]!==i&&(t[e]=i);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null),this.tip&&(this.tip.remove(),this.tip=null)}static jQueryInterface(t){return this.each((function(){const e=cs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}m(cs);const hs={...cs.Default,content:"",offset:[0,8],placement:"right",template:'<div class="popover" role="tooltip"><div class="popover-arrow"></div><h3 class="popover-header"></h3><div class="popover-body"></div></div>',trigger:"click"},ds={...cs.DefaultType,content:"(null|string|element|function)"};class us extends cs{static get Default(){return hs}static get DefaultType(){return ds}static get NAME(){return"popover"}_isWithContent(){return this._getTitle()||this._getContent()}_getContentForTemplate(){return{".popover-header":this._getTitle(),".popover-body":this._getContent()}}_getContent(){return this._resolvePossibleFunction(this._config.content)}static jQueryInterface(t){return this.each((function(){const e=us.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}m(us);const fs=".bs.scrollspy",ps=`activate${fs}`,ms=`click${fs}`,gs=`load${fs}.data-api`,_s="active",bs="[href]",vs=".nav-link",ys=`${vs}, .nav-item > ${vs}, .list-group-item`,ws={offset:null,rootMargin:"0px 0px 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t){if(!o.isIntersecting){this._activeTarget=null,this._clearActiveClass(e(o));continue}const t=o.target.offsetTop>=this._previousScrollData.visibleEntryTop;if(s&&t){if(i(o),!n)return}else s||t||i(o)}}_initializeTargetsAndObservables(){this._targetLinks=new Map,this._observableSections=new Map;const t=z.find(bs,this._config.target);for(const e of t){if(!e.hash||l(e))continue;const t=z.findOne(decodeURI(e.hash),this._element);a(t)&&(this._targetLinks.set(decodeURI(e.hash),e),this._observableSections.set(e.hash,t))}}_process(t){this._activeTarget!==t&&(this._clearActiveClass(this._config.target),this._activeTarget=t,t.classList.add(_s),this._activateParents(t),N.trigger(this._element,ps,{relatedTarget:t}))}_activateParents(t){if(t.classList.contains("dropdown-item"))z.findOne(".dropdown-toggle",t.closest(".dropdown")).classList.add(_s);else for(const e of z.parents(t,".nav, .list-group"))for(const t of z.prev(e,ys))t.classList.add(_s)}_clearActiveClass(t){t.classList.remove(_s);const e=z.find(`${bs}.${_s}`,t);for(const t of e)t.classList.remove(_s)}static jQueryInterface(t){return this.each((function(){const e=Es.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}N.on(window,gs,(()=>{for(const t of z.find('[data-bs-spy="scroll"]'))Es.getOrCreateInstance(t)})),m(Es);const Ts=".bs.tab",Cs=`hide${Ts}`,Os=`hidden${Ts}`,xs=`show${Ts}`,ks=`shown${Ts}`,Ls=`click${Ts}`,Ss=`keydown${Ts}`,Ds=`load${Ts}`,$s="ArrowLeft",Is="ArrowRight",Ns="ArrowUp",Ps="ArrowDown",Ms="Home",js="End",Fs="active",Hs="fade",Ws="show",Bs=":not(.dropdown-toggle)",zs='[data-bs-toggle="tab"], [data-bs-toggle="pill"], [data-bs-toggle="list"]',Rs=`.nav-link${Bs}, .list-group-item${Bs}, [role="tab"]${Bs}, ${zs}`,qs=`.${Fs}[data-bs-toggle="tab"], .${Fs}[data-bs-toggle="pill"], .${Fs}[data-bs-toggle="list"]`;class Vs extends W{constructor(t){super(t),this._parent=this._element.closest('.list-group, .nav, [role="tablist"]'),this._parent&&(this._setInitialAttributes(this._parent,this._getChildren()),N.on(this._element,Ss,(t=>this._keydown(t))))}static get NAME(){return"tab"}show(){const t=this._element;if(this._elemIsActive(t))return;const e=this._getActiveElem(),i=e?N.trigger(e,Cs,{relatedTarget:t}):null;N.trigger(t,xs,{relatedTarget:e}).defaultPrevented||i&&i.defaultPrevented||(this._deactivate(e,t),this._activate(t,e))}_activate(t,e){t&&(t.classList.add(Fs),this._activate(z.getElementFromSelector(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.removeAttribute("tabindex"),t.setAttribute("aria-selected",!0),this._toggleDropDown(t,!0),N.trigger(t,ks,{relatedTarget:e})):t.classList.add(Ws)}),t,t.classList.contains(Hs)))}_deactivate(t,e){t&&(t.classList.remove(Fs),t.blur(),this._deactivate(z.getElementFromSelector(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.setAttribute("aria-selected",!1),t.setAttribute("tabindex","-1"),this._toggleDropDown(t,!1),N.trigger(t,Os,{relatedTarget:e})):t.classList.remove(Ws)}),t,t.classList.contains(Hs)))}_keydown(t){if(![$s,Is,Ns,Ps,Ms,js].includes(t.key))return;t.stopPropagation(),t.preventDefault();const e=this._getChildren().filter((t=>!l(t)));let i;if([Ms,js].includes(t.key))i=e[t.key===Ms?0:e.length-1];else{const n=[Is,Ps].includes(t.key);i=b(e,t.target,n,!0)}i&&(i.focus({preventScroll:!0}),Vs.getOrCreateInstance(i).show())}_getChildren(){return z.find(Rs,this._parent)}_getActiveElem(){return this._getChildren().find((t=>this._elemIsActive(t)))||null}_setInitialAttributes(t,e){this._setAttributeIfNotExists(t,"role","tablist");for(const t of e)this._setInitialAttributesOnChild(t)}_setInitialAttributesOnChild(t){t=this._getInnerElement(t);const e=this._elemIsActive(t),i=this._getOuterElement(t);t.setAttribute("aria-selected",e),i!==t&&this._setAttributeIfNotExists(i,"role","presentation"),e||t.setAttribute("tabindex","-1"),this._setAttributeIfNotExists(t,"role","tab"),this._setInitialAttributesOnTargetPanel(t)}_setInitialAttributesOnTargetPanel(t){const e=z.getElementFromSelector(t);e&&(this._setAttributeIfNotExists(e,"role","tabpanel"),t.id&&this._setAttributeIfNotExists(e,"aria-labelledby",`${t.id}`))}_toggleDropDown(t,e){const i=this._getOuterElement(t);if(!i.classList.contains("dropdown"))return;const n=(t,n)=>{const s=z.findOne(t,i);s&&s.classList.toggle(n,e)};n(".dropdown-toggle",Fs),n(".dropdown-menu",Ws),i.setAttribute("aria-expanded",e)}_setAttributeIfNotExists(t,e,i){t.hasAttribute(e)||t.setAttribute(e,i)}_elemIsActive(t){return t.classList.contains(Fs)}_getInnerElement(t){return t.matches(Rs)?t:z.findOne(Rs,t)}_getOuterElement(t){return t.closest(".nav-item, .list-group-item")||t}static jQueryInterface(t){return this.each((function(){const e=Vs.getOrCreateInstance(this);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named 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NAME(){return"toast"}show(){N.trigger(this._element,Zs).defaultPrevented||(this._clearTimeout(),this._config.animation&&this._element.classList.add("fade"),this._element.classList.remove(eo),d(this._element),this._element.classList.add(io,no),this._queueCallback((()=>{this._element.classList.remove(no),N.trigger(this._element,to),this._maybeScheduleHide()}),this._element,this._config.animation))}hide(){this.isShown()&&(N.trigger(this._element,Gs).defaultPrevented||(this._element.classList.add(no),this._queueCallback((()=>{this._element.classList.add(eo),this._element.classList.remove(no,io),N.trigger(this._element,Js)}),this._element,this._config.animation)))}dispose(){this._clearTimeout(),this.isShown()&&this._element.classList.remove(io),super.dispose()}isShown(){return 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+//# sourceMappingURL=bootstrap.bundle.min.js.map
\ No newline at end of file
diff --git a/src/_site/site_libs/clipboard/clipboard.min.js b/src/_site/site_libs/clipboard/clipboard.min.js
new file mode 100644
index 0000000000000000000000000000000000000000..1103f811ed80f17985ecf61e0d50e3359484244f
--- /dev/null
+++ b/src/_site/site_libs/clipboard/clipboard.min.js
@@ -0,0 +1,7 @@
+/*!
+ * clipboard.js v2.0.11
+ * https://clipboardjs.com/
+ *
+ * Licensed MIT © Zeno Rocha
+ */
+!function(t,e){"object"==typeof exports&&"object"==typeof module?module.exports=e():"function"==typeof define&&define.amd?define([],e):"object"==typeof exports?exports.ClipboardJS=e():t.ClipboardJS=e()}(this,function(){return n={686:function(t,e,n){"use strict";n.d(e,{default:function(){return b}});var e=n(279),i=n.n(e),e=n(370),u=n.n(e),e=n(817),r=n.n(e);function c(t){try{return document.execCommand(t)}catch(t){return}}var a=function(t){t=r()(t);return c("cut"),t};function o(t,e){var n,o,t=(n=t,o="rtl"===document.documentElement.getAttribute("dir"),(t=document.createElement("textarea")).style.fontSize="12pt",t.style.border="0",t.style.padding="0",t.style.margin="0",t.style.position="absolute",t.style[o?"right":"left"]="-9999px",o=window.pageYOffset||document.documentElement.scrollTop,t.style.top="".concat(o,"px"),t.setAttribute("readonly",""),t.value=n,t);return e.container.appendChild(t),e=r()(t),c("copy"),t.remove(),e}var f=function(t){var e=1<arguments.length&&void 0!==arguments[1]?arguments[1]:{container:document.body},n="";return"string"==typeof t?n=o(t,e):t instanceof HTMLInputElement&&!["text","search","url","tel","password"].includes(null==t?void 0:t.type)?n=o(t.value,e):(n=r()(t),c("copy")),n};function l(t){return(l="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&"function"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t})(t)}var s=function(){var t=0<arguments.length&&void 0!==arguments[0]?arguments[0]:{},e=t.action,n=void 0===e?"copy":e,o=t.container,e=t.target,t=t.text;if("copy"!==n&&"cut"!==n)throw new Error('Invalid "action" value, use either "copy" or "cut"');if(void 0!==e){if(!e||"object"!==l(e)||1!==e.nodeType)throw new Error('Invalid "target" value, use a valid Element');if("copy"===n&&e.hasAttribute("disabled"))throw new Error('Invalid "target" attribute. 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\ No newline at end of file
diff --git a/src/_site/site_libs/quarto-html/anchor.min.js b/src/_site/site_libs/quarto-html/anchor.min.js
new file mode 100644
index 0000000000000000000000000000000000000000..5ac814d1e2bf288721fe5f4d9f0aae2a6283903e
--- /dev/null
+++ b/src/_site/site_libs/quarto-html/anchor.min.js
@@ -0,0 +1,9 @@
+// @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&dn=expat.txt Expat
+//
+// AnchorJS - v5.0.0 - 2023-01-18
+// https://www.bryanbraun.com/anchorjs/
+// Copyright (c) 2023 Bryan Braun; Licensed MIT
+//
+// @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&dn=expat.txt Expat
+!function(A,e){"use strict";"function"==typeof define&&define.amd?define([],e):"object"==typeof module&&module.exports?module.exports=e():(A.AnchorJS=e(),A.anchors=new A.AnchorJS)}(globalThis,function(){"use strict";return function(A){function u(A){A.icon=Object.prototype.hasOwnProperty.call(A,"icon")?A.icon:"",A.visible=Object.prototype.hasOwnProperty.call(A,"visible")?A.visible:"hover",A.placement=Object.prototype.hasOwnProperty.call(A,"placement")?A.placement:"right",A.ariaLabel=Object.prototype.hasOwnProperty.call(A,"ariaLabel")?A.ariaLabel:"Anchor",A.class=Object.prototype.hasOwnProperty.call(A,"class")?A.class:"",A.base=Object.prototype.hasOwnProperty.call(A,"base")?A.base:"",A.truncate=Object.prototype.hasOwnProperty.call(A,"truncate")?Math.floor(A.truncate):64,A.titleText=Object.prototype.hasOwnProperty.call(A,"titleText")?A.titleText:""}function d(A){var e;if("string"==typeof A||A instanceof String)e=[].slice.call(document.querySelectorAll(A));else{if(!(Array.isArray(A)||A instanceof NodeList))throw new TypeError("The selector provided to AnchorJS was invalid.");e=[].slice.call(A)}return e}this.options=A||{},this.elements=[],u(this.options),this.add=function(A){var e,t,o,i,n,s,a,r,l,c,h,p=[];if(u(this.options),0!==(e=d(A=A||"h2, h3, h4, h5, h6")).length){for(null===document.head.querySelector("style.anchorjs")&&((A=document.createElement("style")).className="anchorjs",A.appendChild(document.createTextNode("")),void 0===(h=document.head.querySelector('[rel="stylesheet"],style'))?document.head.appendChild(A):document.head.insertBefore(A,h),A.sheet.insertRule(".anchorjs-link{opacity:0;text-decoration:none;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale}",A.sheet.cssRules.length),A.sheet.insertRule(":hover>.anchorjs-link,.anchorjs-link:focus{opacity:1}",A.sheet.cssRules.length),A.sheet.insertRule("[data-anchorjs-icon]::after{content:attr(data-anchorjs-icon)}",A.sheet.cssRules.length),A.sheet.insertRule('@font-face{font-family:anchorjs-icons;src:url(data:n/a;base64,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) format("truetype")}',A.sheet.cssRules.length)),h=document.querySelectorAll("[id]"),t=[].map.call(h,function(A){return A.id}),i=0;i<e.length;i++)if(this.hasAnchorJSLink(e[i]))p.push(i);else{if(e[i].hasAttribute("id"))o=e[i].getAttribute("id");else if(e[i].hasAttribute("data-anchor-id"))o=e[i].getAttribute("data-anchor-id");else{for(r=a=this.urlify(e[i].textContent),s=0;n=t.indexOf(r=void 0!==n?a+"-"+s:r),s+=1,-1!==n;);n=void 0,t.push(r),e[i].setAttribute("id",r),o=r}(l=document.createElement("a")).className="anchorjs-link "+this.options.class,l.setAttribute("aria-label",this.options.ariaLabel),l.setAttribute("data-anchorjs-icon",this.options.icon),this.options.titleText&&(l.title=this.options.titleText),c=document.querySelector("base")?window.location.pathname+window.location.search:"",c=this.options.base||c,l.href=c+"#"+o,"always"===this.options.visible&&(l.style.opacity="1"),""===this.options.icon&&(l.style.font="1em/1 anchorjs-icons","left"===this.options.placement)&&(l.style.lineHeight="inherit"),"left"===this.options.placement?(l.style.position="absolute",l.style.marginLeft="-1.25em",l.style.paddingRight=".25em",l.style.paddingLeft=".25em",e[i].insertBefore(l,e[i].firstChild)):(l.style.marginLeft=".1875em",l.style.paddingRight=".1875em",l.style.paddingLeft=".1875em",e[i].appendChild(l))}for(i=0;i<p.length;i++)e.splice(p[i]-i,1);this.elements=this.elements.concat(e)}return this},this.remove=function(A){for(var e,t,o=d(A),i=0;i<o.length;i++)(t=o[i].querySelector(".anchorjs-link"))&&(-1!==(e=this.elements.indexOf(o[i]))&&this.elements.splice(e,1),o[i].removeChild(t));return this},this.removeAll=function(){this.remove(this.elements)},this.urlify=function(A){var e=document.createElement("textarea");return e.innerHTML=A,A=e.value,this.options.truncate||u(this.options),A.trim().replace(/'/gi,"").replace(/[& +$,:;=?@"#{}|^~[`%!'<>\]./()*\\\n\t\b\v\u00A0]/g,"-").replace(/-{2,}/g,"-").substring(0,this.options.truncate).replace(/^-+|-+$/gm,"").toLowerCase()},this.hasAnchorJSLink=function(A){var e=A.firstChild&&-1<(" "+A.firstChild.className+" ").indexOf(" anchorjs-link "),A=A.lastChild&&-1<(" "+A.lastChild.className+" ").indexOf(" anchorjs-link ");return e||A||!1}}});
+// @license-end
\ No newline at end of file
diff --git a/src/_site/site_libs/quarto-html/light-border.css b/src/_site/site_libs/quarto-html/light-border.css
new file mode 100644
index 0000000000000000000000000000000000000000..2b25c61af6cb8691bb6c0150ee011005ab98f253
--- /dev/null
+++ b/src/_site/site_libs/quarto-html/light-border.css
@@ -0,0 +1 @@
+.tippy-box[data-theme~=light-border]{background-color:#fff;background-clip:padding-box;border:1px solid rgba(0,8,16,.15);color:#333;box-shadow:0 4px 14px -2px rgba(0,8,16,.08)}.tippy-box[data-theme~=light-border]>.tippy-backdrop{background-color:#fff}.tippy-box[data-theme~=light-border]>.tippy-arrow:after,.tippy-box[data-theme~=light-border]>.tippy-svg-arrow:after{content:"";position:absolute;z-index:-1}.tippy-box[data-theme~=light-border]>.tippy-arrow:after{border-color:transparent;border-style:solid}.tippy-box[data-theme~=light-border][data-placement^=top]>.tippy-arrow:before{border-top-color:#fff}.tippy-box[data-theme~=light-border][data-placement^=top]>.tippy-arrow:after{border-top-color:rgba(0,8,16,.2);border-width:7px 7px 0;top:17px;left:1px}.tippy-box[data-theme~=light-border][data-placement^=top]>.tippy-svg-arrow>svg{top:16px}.tippy-box[data-theme~=light-border][data-placement^=top]>.tippy-svg-arrow:after{top:17px}.tippy-box[data-theme~=light-border][data-placement^=bottom]>.tippy-arrow:before{border-bottom-color:#fff;bottom:16px}.tippy-box[data-theme~=light-border][data-placement^=bottom]>.tippy-arrow:after{border-bottom-color:rgba(0,8,16,.2);border-width:0 7px 7px;bottom:17px;left:1px}.tippy-box[data-theme~=light-border][data-placement^=bottom]>.tippy-svg-arrow>svg{bottom:16px}.tippy-box[data-theme~=light-border][data-placement^=bottom]>.tippy-svg-arrow:after{bottom:17px}.tippy-box[data-theme~=light-border][data-placement^=left]>.tippy-arrow:before{border-left-color:#fff}.tippy-box[data-theme~=light-border][data-placement^=left]>.tippy-arrow:after{border-left-color:rgba(0,8,16,.2);border-width:7px 0 7px 7px;left:17px;top:1px}.tippy-box[data-theme~=light-border][data-placement^=left]>.tippy-svg-arrow>svg{left:11px}.tippy-box[data-theme~=light-border][data-placement^=left]>.tippy-svg-arrow:after{left:12px}.tippy-box[data-theme~=light-border][data-placement^=right]>.tippy-arrow:before{border-right-color:#fff;right:16px}.tippy-box[data-theme~=light-border][data-placement^=right]>.tippy-arrow:after{border-width:7px 7px 7px 0;right:17px;top:1px;border-right-color:rgba(0,8,16,.2)}.tippy-box[data-theme~=light-border][data-placement^=right]>.tippy-svg-arrow>svg{right:11px}.tippy-box[data-theme~=light-border][data-placement^=right]>.tippy-svg-arrow:after{right:12px}.tippy-box[data-theme~=light-border]>.tippy-svg-arrow{fill:#fff}.tippy-box[data-theme~=light-border]>.tippy-svg-arrow:after{background-image:url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMTYiIGhlaWdodD0iNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj48cGF0aCBkPSJNMCA2czEuNzk2LS4wMTMgNC42Ny0zLjYxNUM1Ljg1MS45IDYuOTMuMDA2IDggMGMxLjA3LS4wMDYgMi4xNDguODg3IDMuMzQzIDIuMzg1QzE0LjIzMyA2LjAwNSAxNiA2IDE2IDZIMHoiIGZpbGw9InJnYmEoMCwgOCwgMTYsIDAuMikiLz48L3N2Zz4=);background-size:16px 6px;width:16px;height:6px}
\ No newline at end of file
diff --git a/src/_site/site_libs/quarto-html/popper.min.js b/src/_site/site_libs/quarto-html/popper.min.js
new file mode 100644
index 0000000000000000000000000000000000000000..e3726d728b717eb344760b3db47f7e9b142ed0fb
--- /dev/null
+++ b/src/_site/site_libs/quarto-html/popper.min.js
@@ -0,0 +1,6 @@
+/**
+ * @popperjs/core v2.11.7 - MIT License
+ */
+
+!function(e,t){"object"==typeof exports&&"undefined"!=typeof module?t(exports):"function"==typeof define&&define.amd?define(["exports"],t):t((e="undefined"!=typeof globalThis?globalThis:e||self).Popper={})}(this,(function(e){"use strict";function t(e){if(null==e)return window;if("[object Window]"!==e.toString()){var t=e.ownerDocument;return t&&t.defaultView||window}return e}function n(e){return e instanceof t(e).Element||e instanceof Element}function r(e){return e instanceof t(e).HTMLElement||e instanceof HTMLElement}function o(e){return"undefined"!=typeof ShadowRoot&&(e instanceof t(e).ShadowRoot||e instanceof ShadowRoot)}var i=Math.max,a=Math.min,s=Math.round;function f(){var e=navigator.userAgentData;return null!=e&&e.brands&&Array.isArray(e.brands)?e.brands.map((function(e){return e.brand+"/"+e.version})).join(" "):navigator.userAgent}function c(){return!/^((?!chrome|android).)*safari/i.test(f())}function p(e,o,i){void 0===o&&(o=!1),void 0===i&&(i=!1);var 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ie={name:"applyStyles",enabled:!0,phase:"write",fn:function(e){var t=e.state;Object.keys(t.elements).forEach((function(e){var n=t.styles[e]||{},o=t.attributes[e]||{},i=t.elements[e];r(i)&&l(i)&&(Object.assign(i.style,n),Object.keys(o).forEach((function(e){var t=o[e];!1===t?i.removeAttribute(e):i.setAttribute(e,!0===t?"":t)})))}))},effect:function(e){var t=e.state,n={popper:{position:t.options.strategy,left:"0",top:"0",margin:"0"},arrow:{position:"absolute"},reference:{}};return Object.assign(t.elements.popper.style,n.popper),t.styles=n,t.elements.arrow&&Object.assign(t.elements.arrow.style,n.arrow),function(){Object.keys(t.elements).forEach((function(e){var o=t.elements[e],i=t.attributes[e]||{},a=Object.keys(t.styles.hasOwnProperty(e)?t.styles[e]:n[e]).reduce((function(e,t){return e[t]="",e}),{});r(o)&&l(o)&&(Object.assign(o.style,a),Object.keys(i).forEach((function(e){o.removeAttribute(e)})))}))}},requires:["computeStyles"]};var ae={name:"offset",enabled:!0,phase:"main",requires:["popperOffsets"],fn:function(e){var t=e.state,n=e.options,r=e.name,o=n.offset,i=void 0===o?[0,0]:o,a=S.reduce((function(e,n){return e[n]=function(e,t,n){var r=C(e),o=[P,D].indexOf(r)>=0?-1:1,i="function"==typeof n?n(Object.assign({},t,{placement:e})):n,a=i[0],s=i[1];return a=a||0,s=(s||0)*o,[P,L].indexOf(r)>=0?{x:s,y:a}:{x:a,y:s}}(n,t.rects,i),e}),{}),s=a[t.placement],f=s.x,c=s.y;null!=t.modifiersData.popperOffsets&&(t.modifiersData.popperOffsets.x+=f,t.modifiersData.popperOffsets.y+=c),t.modifiersData[r]=a}},se={left:"right",right:"left",bottom:"top",top:"bottom"};function fe(e){return e.replace(/left|right|bottom|top/g,(function(e){return se[e]}))}var ce={start:"end",end:"start"};function pe(e){return e.replace(/start|end/g,(function(e){return ce[e]}))}function ue(e,t){void 0===t&&(t={});var n=t,r=n.placement,o=n.boundary,i=n.rootBoundary,a=n.padding,s=n.flipVariations,f=n.allowedAutoPlacements,c=void 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0===v?0:v,b=J(t,{boundary:p,rootBoundary:u,padding:d,altBoundary:l}),x=C(t.placement),w=U(t.placement),O=!w,j=z(x),M="x"===j?"y":"x",k=t.modifiersData.popperOffsets,B=t.rects.reference,H=t.rects.popper,T="function"==typeof y?y(Object.assign({},t.rects,{placement:t.placement})):y,R="number"==typeof T?{mainAxis:T,altAxis:T}:Object.assign({mainAxis:0,altAxis:0},T),S=t.modifiersData.offset?t.modifiersData.offset[t.placement]:null,V={x:0,y:0};if(k){if(s){var q,N="y"===j?D:P,I="y"===j?A:L,_="y"===j?"height":"width",F=k[j],X=F+b[N],Y=F-b[I],G=m?-H[_]/2:0,K=w===W?B[_]:H[_],Q=w===W?-H[_]:-B[_],Z=t.elements.arrow,$=m&&Z?g(Z):{width:0,height:0},ee=t.modifiersData["arrow#persistent"]?t.modifiersData["arrow#persistent"].padding:{top:0,right:0,bottom:0,left:0},te=ee[N],ne=ee[I],re=de(0,B[_],$[_]),oe=O?B[_]/2-G-re-te-R.mainAxis:K-re-te-R.mainAxis,ie=O?-B[_]/2+G+re+ne+R.mainAxis:Q+re+ne+R.mainAxis,ae=t.elements.arrow&&E(t.elements.arrow),se=ae?"y"===j?ae.clientTop||0:ae.clientLeft||0:0,fe=null!=(q=null==S?void 0:S[j])?q:0,ce=F+ie-fe,pe=de(m?a(X,F+oe-fe-se):X,F,m?i(Y,ce):Y);k[j]=pe,V[j]=pe-F}if(c){var ue,le="x"===j?D:P,he="x"===j?A:L,me=k[M],ve="y"===M?"height":"width",ye=me+b[le],ge=me-b[he],be=-1!==[D,P].indexOf(x),xe=null!=(ue=null==S?void 0:S[M])?ue:0,we=be?ye:me-B[ve]-H[ve]-xe+R.altAxis,Oe=be?me+B[ve]+H[ve]-xe-R.altAxis:ge,je=m&&be?function(e,t,n){var r=de(e,t,n);return r>n?n:r}(we,me,Oe):de(m?we:ye,me,m?Oe:ge);k[M]=je,V[M]=je-me}t.modifiersData[r]=V}},requiresIfExists:["offset"]};var me={name:"arrow",enabled:!0,phase:"main",fn:function(e){var t,n=e.state,r=e.name,o=e.options,i=n.elements.arrow,a=n.modifiersData.popperOffsets,s=C(n.placement),f=z(s),c=[P,L].indexOf(s)>=0?"height":"width";if(i&&a){var p=function(e,t){return Y("number"!=typeof(e="function"==typeof e?e(Object.assign({},t.rects,{placement:t.placement})):e)?e:G(e,k))}(o.padding,n),u=g(i),l="y"===f?D:P,d="y"===f?A:L,h=n.rects.reference[c]+n.rects.reference[f]-a[f]-n.rects.popper[c],m=a[f]-n.rects.reference[f],v=E(i),y=v?"y"===f?v.clientHeight||0:v.clientWidth||0:0,b=h/2-m/2,x=p[l],w=y-u[c]-p[d],O=y/2-u[c]/2+b,j=de(x,O,w),M=f;n.modifiersData[r]=((t={})[M]=j,t.centerOffset=j-O,t)}},effect:function(e){var t=e.state,n=e.options.element,r=void 0===n?"[data-popper-arrow]":n;null!=r&&("string"!=typeof r||(r=t.elements.popper.querySelector(r)))&&N(t.elements.popper,r)&&(t.elements.arrow=r)},requires:["popperOffsets"],requiresIfExists:["preventOverflow"]};function ve(e,t,n){return void 0===n&&(n={x:0,y:0}),{top:e.top-t.height-n.y,right:e.right-t.width+n.x,bottom:e.bottom-t.height+n.y,left:e.left-t.width-n.x}}function ye(e){return[D,L,A,P].some((function(t){return e[t]>=0}))}var ge={name:"hide",enabled:!0,phase:"main",requiresIfExists:["preventOverflow"],fn:function(e){var t=e.state,n=e.name,r=t.rects.reference,o=t.rects.popper,i=t.modifiersData.preventOverflow,a=J(t,{elementContext:"reference"}),s=J(t,{altBoundary:!0}),f=ve(a,r),c=ve(s,o,i),p=ye(f),u=ye(c);t.modifiersData[n]={referenceClippingOffsets:f,popperEscapeOffsets:c,isReferenceHidden:p,hasPopperEscaped:u},t.attributes.popper=Object.assign({},t.attributes.popper,{"data-popper-reference-hidden":p,"data-popper-escaped":u})}},be=Z({defaultModifiers:[ee,te,oe,ie]}),xe=[ee,te,oe,ie,ae,le,he,me,ge],we=Z({defaultModifiers:xe});e.applyStyles=ie,e.arrow=me,e.computeStyles=oe,e.createPopper=we,e.createPopperLite=be,e.defaultModifiers=xe,e.detectOverflow=J,e.eventListeners=ee,e.flip=le,e.hide=ge,e.offset=ae,e.popperGenerator=Z,e.popperOffsets=te,e.preventOverflow=he,Object.defineProperty(e,"__esModule",{value:!0})}));
+
diff --git a/src/_site/site_libs/quarto-html/quarto-syntax-highlighting-549806ee2085284f45b00abea8c6df48.css b/src/_site/site_libs/quarto-html/quarto-syntax-highlighting-549806ee2085284f45b00abea8c6df48.css
new file mode 100644
index 0000000000000000000000000000000000000000..80e34e41a5883b72c3c129cd2b218d7a0453433c
--- /dev/null
+++ b/src/_site/site_libs/quarto-html/quarto-syntax-highlighting-549806ee2085284f45b00abea8c6df48.css
@@ -0,0 +1,205 @@
+/* quarto syntax highlight colors */
+:root {
+  --quarto-hl-ot-color: #003B4F;
+  --quarto-hl-at-color: #657422;
+  --quarto-hl-ss-color: #20794D;
+  --quarto-hl-an-color: #5E5E5E;
+  --quarto-hl-fu-color: #4758AB;
+  --quarto-hl-st-color: #20794D;
+  --quarto-hl-cf-color: #003B4F;
+  --quarto-hl-op-color: #5E5E5E;
+  --quarto-hl-er-color: #AD0000;
+  --quarto-hl-bn-color: #AD0000;
+  --quarto-hl-al-color: #AD0000;
+  --quarto-hl-va-color: #111111;
+  --quarto-hl-bu-color: inherit;
+  --quarto-hl-ex-color: inherit;
+  --quarto-hl-pp-color: #AD0000;
+  --quarto-hl-in-color: #5E5E5E;
+  --quarto-hl-vs-color: #20794D;
+  --quarto-hl-wa-color: #5E5E5E;
+  --quarto-hl-do-color: #5E5E5E;
+  --quarto-hl-im-color: #00769E;
+  --quarto-hl-ch-color: #20794D;
+  --quarto-hl-dt-color: #AD0000;
+  --quarto-hl-fl-color: #AD0000;
+  --quarto-hl-co-color: #5E5E5E;
+  --quarto-hl-cv-color: #5E5E5E;
+  --quarto-hl-cn-color: #8f5902;
+  --quarto-hl-sc-color: #5E5E5E;
+  --quarto-hl-dv-color: #AD0000;
+  --quarto-hl-kw-color: #003B4F;
+}
+
+/* other quarto variables */
+:root {
+  --quarto-font-monospace: SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace;
+}
+
+pre > code.sourceCode > span {
+  color: #003B4F;
+}
+
+code span {
+  color: #003B4F;
+}
+
+code.sourceCode > span {
+  color: #003B4F;
+}
+
+div.sourceCode,
+div.sourceCode pre.sourceCode {
+  color: #003B4F;
+}
+
+code span.ot {
+  color: #003B4F;
+  font-style: inherit;
+}
+
+code span.at {
+  color: #657422;
+  font-style: inherit;
+}
+
+code span.ss {
+  color: #20794D;
+  font-style: inherit;
+}
+
+code span.an {
+  color: #5E5E5E;
+  font-style: inherit;
+}
+
+code span.fu {
+  color: #4758AB;
+  font-style: inherit;
+}
+
+code span.st {
+  color: #20794D;
+  font-style: inherit;
+}
+
+code span.cf {
+  color: #003B4F;
+  font-weight: bold;
+  font-style: inherit;
+}
+
+code span.op {
+  color: #5E5E5E;
+  font-style: inherit;
+}
+
+code span.er {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+code span.bn {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+code span.al {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+code span.va {
+  color: #111111;
+  font-style: inherit;
+}
+
+code span.bu {
+  font-style: inherit;
+}
+
+code span.ex {
+  font-style: inherit;
+}
+
+code span.pp {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+code span.in {
+  color: #5E5E5E;
+  font-style: inherit;
+}
+
+code span.vs {
+  color: #20794D;
+  font-style: inherit;
+}
+
+code span.wa {
+  color: #5E5E5E;
+  font-style: italic;
+}
+
+code span.do {
+  color: #5E5E5E;
+  font-style: italic;
+}
+
+code span.im {
+  color: #00769E;
+  font-style: inherit;
+}
+
+code span.ch {
+  color: #20794D;
+  font-style: inherit;
+}
+
+code span.dt {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+code span.fl {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+code span.co {
+  color: #5E5E5E;
+  font-style: inherit;
+}
+
+code span.cv {
+  color: #5E5E5E;
+  font-style: italic;
+}
+
+code span.cn {
+  color: #8f5902;
+  font-style: inherit;
+}
+
+code span.sc {
+  color: #5E5E5E;
+  font-style: inherit;
+}
+
+code span.dv {
+  color: #AD0000;
+  font-style: inherit;
+}
+
+code span.kw {
+  color: #003B4F;
+  font-weight: bold;
+  font-style: inherit;
+}
+
+.prevent-inlining {
+  content: "</";
+}
+
+/*# sourceMappingURL=ae99138f4fbc2fb4c9f5e5cd69c22459.css.map */
diff --git a/src/_site/site_libs/quarto-html/quarto-syntax-highlighting-dark-8ea72dc5fed832574809a9c94082fbbb.css b/src/_site/site_libs/quarto-html/quarto-syntax-highlighting-dark-8ea72dc5fed832574809a9c94082fbbb.css
new file mode 100644
index 0000000000000000000000000000000000000000..e104e779aaa7f85820ac3122046bdda45eb2587c
--- /dev/null
+++ b/src/_site/site_libs/quarto-html/quarto-syntax-highlighting-dark-8ea72dc5fed832574809a9c94082fbbb.css
@@ -0,0 +1,189 @@
+/* quarto syntax highlight colors */
+:root {
+  --quarto-hl-al-color: #f07178;
+  --quarto-hl-an-color: #d4d0ab;
+  --quarto-hl-at-color: #00e0e0;
+  --quarto-hl-bn-color: #d4d0ab;
+  --quarto-hl-bu-color: #abe338;
+  --quarto-hl-ch-color: #abe338;
+  --quarto-hl-co-color: #f8f8f2;
+  --quarto-hl-cv-color: #ffd700;
+  --quarto-hl-cn-color: #ffd700;
+  --quarto-hl-cf-color: #ffa07a;
+  --quarto-hl-dt-color: #ffa07a;
+  --quarto-hl-dv-color: #d4d0ab;
+  --quarto-hl-do-color: #f8f8f2;
+  --quarto-hl-er-color: #f07178;
+  --quarto-hl-ex-color: #00e0e0;
+  --quarto-hl-fl-color: #d4d0ab;
+  --quarto-hl-fu-color: #ffa07a;
+  --quarto-hl-im-color: #abe338;
+  --quarto-hl-in-color: #d4d0ab;
+  --quarto-hl-kw-color: #ffa07a;
+  --quarto-hl-op-color: #ffa07a;
+  --quarto-hl-ot-color: #00e0e0;
+  --quarto-hl-pp-color: #dcc6e0;
+  --quarto-hl-re-color: #00e0e0;
+  --quarto-hl-sc-color: #abe338;
+  --quarto-hl-ss-color: #abe338;
+  --quarto-hl-st-color: #abe338;
+  --quarto-hl-va-color: #00e0e0;
+  --quarto-hl-vs-color: #abe338;
+  --quarto-hl-wa-color: #dcc6e0;
+}
+
+/* other quarto variables */
+:root {
+  --quarto-font-monospace: SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace;
+}
+
+code span.al {
+  background-color: #2a0f15;
+  font-weight: bold;
+  color: #f07178;
+}
+
+code span.an {
+  color: #d4d0ab;
+}
+
+code span.at {
+  color: #00e0e0;
+}
+
+code span.bn {
+  color: #d4d0ab;
+}
+
+code span.bu {
+  color: #abe338;
+}
+
+code span.ch {
+  color: #abe338;
+}
+
+code span.co {
+  font-style: italic;
+  color: #f8f8f2;
+}
+
+code span.cv {
+  color: #ffd700;
+}
+
+code span.cn {
+  color: #ffd700;
+}
+
+code span.cf {
+  font-weight: bold;
+  color: #ffa07a;
+}
+
+code span.dt {
+  color: #ffa07a;
+}
+
+code span.dv {
+  color: #d4d0ab;
+}
+
+code span.do {
+  color: #f8f8f2;
+}
+
+code span.er {
+  color: #f07178;
+  text-decoration: underline;
+}
+
+code span.ex {
+  font-weight: bold;
+  color: #00e0e0;
+}
+
+code span.fl {
+  color: #d4d0ab;
+}
+
+code span.fu {
+  color: #ffa07a;
+}
+
+code span.im {
+  color: #abe338;
+}
+
+code span.in {
+  color: #d4d0ab;
+}
+
+code span.kw {
+  font-weight: bold;
+  color: #ffa07a;
+}
+
+pre > code.sourceCode > span {
+  color: #f8f8f2;
+}
+
+code span {
+  color: #f8f8f2;
+}
+
+code.sourceCode > span {
+  color: #f8f8f2;
+}
+
+div.sourceCode,
+div.sourceCode pre.sourceCode {
+  color: #f8f8f2;
+}
+
+code span.op {
+  color: #ffa07a;
+}
+
+code span.ot {
+  color: #00e0e0;
+}
+
+code span.pp {
+  color: #dcc6e0;
+}
+
+code span.re {
+  background-color: #f8f8f2;
+  color: #00e0e0;
+}
+
+code span.sc {
+  color: #abe338;
+}
+
+code span.ss {
+  color: #abe338;
+}
+
+code span.st {
+  color: #abe338;
+}
+
+code span.va {
+  color: #00e0e0;
+}
+
+code span.vs {
+  color: #abe338;
+}
+
+code span.wa {
+  color: #dcc6e0;
+}
+
+.prevent-inlining {
+  content: "</";
+}
+
+/*# sourceMappingURL=74548907a2aa49896d8738a3cf5e8124.css.map */
diff --git a/src/_site/site_libs/quarto-html/quarto.js b/src/_site/site_libs/quarto-html/quarto.js
new file mode 100644
index 0000000000000000000000000000000000000000..3c24c295ffd57fa08bd0e9c482e10f5270d5a4a1
--- /dev/null
+++ b/src/_site/site_libs/quarto-html/quarto.js
@@ -0,0 +1,911 @@
+const sectionChanged = new CustomEvent("quarto-sectionChanged", {
+  detail: {},
+  bubbles: true,
+  cancelable: false,
+  composed: false,
+});
+
+const layoutMarginEls = () => {
+  // Find any conflicting margin elements and add margins to the
+  // top to prevent overlap
+  const marginChildren = window.document.querySelectorAll(
+    ".column-margin.column-container > *, .margin-caption, .aside"
+  );
+
+  let lastBottom = 0;
+  for (const marginChild of marginChildren) {
+    if (marginChild.offsetParent !== null) {
+      // clear the top margin so we recompute it
+      marginChild.style.marginTop = null;
+      const top = marginChild.getBoundingClientRect().top + window.scrollY;
+      if (top < lastBottom) {
+        const marginChildStyle = window.getComputedStyle(marginChild);
+        const marginBottom = parseFloat(marginChildStyle["marginBottom"]);
+        const margin = lastBottom - top + marginBottom;
+        marginChild.style.marginTop = `${margin}px`;
+      }
+      const styles = window.getComputedStyle(marginChild);
+      const marginTop = parseFloat(styles["marginTop"]);
+      lastBottom = top + marginChild.getBoundingClientRect().height + marginTop;
+    }
+  }
+};
+
+window.document.addEventListener("DOMContentLoaded", function (_event) {
+  // Recompute the position of margin elements anytime the body size changes
+  if (window.ResizeObserver) {
+    const resizeObserver = new window.ResizeObserver(
+      throttle(() => {
+        layoutMarginEls();
+        if (
+          window.document.body.getBoundingClientRect().width < 990 &&
+          isReaderMode()
+        ) {
+          quartoToggleReader();
+        }
+      }, 50)
+    );
+    resizeObserver.observe(window.document.body);
+  }
+
+  const tocEl = window.document.querySelector('nav.toc-active[role="doc-toc"]');
+  const sidebarEl = window.document.getElementById("quarto-sidebar");
+  const leftTocEl = window.document.getElementById("quarto-sidebar-toc-left");
+  const marginSidebarEl = window.document.getElementById(
+    "quarto-margin-sidebar"
+  );
+  // function to determine whether the element has a previous sibling that is active
+  const prevSiblingIsActiveLink = (el) => {
+    const sibling = el.previousElementSibling;
+    if (sibling && sibling.tagName === "A") {
+      return sibling.classList.contains("active");
+    } else {
+      return false;
+    }
+  };
+
+  // fire slideEnter for bootstrap tab activations (for htmlwidget resize behavior)
+  function fireSlideEnter(e) {
+    const event = window.document.createEvent("Event");
+    event.initEvent("slideenter", true, true);
+    window.document.dispatchEvent(event);
+  }
+  const tabs = window.document.querySelectorAll('a[data-bs-toggle="tab"]');
+  tabs.forEach((tab) => {
+    tab.addEventListener("shown.bs.tab", fireSlideEnter);
+  });
+
+  // fire slideEnter for tabby tab activations (for htmlwidget resize behavior)
+  document.addEventListener("tabby", fireSlideEnter, false);
+
+  // Track scrolling and mark TOC links as active
+  // get table of contents and sidebar (bail if we don't have at least one)
+  const tocLinks = tocEl
+    ? [...tocEl.querySelectorAll("a[data-scroll-target]")]
+    : [];
+  const makeActive = (link) => tocLinks[link].classList.add("active");
+  const removeActive = (link) => tocLinks[link].classList.remove("active");
+  const removeAllActive = () =>
+    [...Array(tocLinks.length).keys()].forEach((link) => removeActive(link));
+
+  // activate the anchor for a section associated with this TOC entry
+  tocLinks.forEach((link) => {
+    link.addEventListener("click", () => {
+      if (link.href.indexOf("#") !== -1) {
+        const anchor = link.href.split("#")[1];
+        const heading = window.document.querySelector(
+          `[data-anchor-id="${anchor}"]`
+        );
+        if (heading) {
+          // Add the class
+          heading.classList.add("reveal-anchorjs-link");
+
+          // function to show the anchor
+          const handleMouseout = () => {
+            heading.classList.remove("reveal-anchorjs-link");
+            heading.removeEventListener("mouseout", handleMouseout);
+          };
+
+          // add a function to clear the anchor when the user mouses out of it
+          heading.addEventListener("mouseout", handleMouseout);
+        }
+      }
+    });
+  });
+
+  const sections = tocLinks.map((link) => {
+    const target = link.getAttribute("data-scroll-target");
+    if (target.startsWith("#")) {
+      return window.document.getElementById(decodeURI(`${target.slice(1)}`));
+    } else {
+      return window.document.querySelector(decodeURI(`${target}`));
+    }
+  });
+
+  const sectionMargin = 200;
+  let currentActive = 0;
+  // track whether we've initialized state the first time
+  let init = false;
+
+  const updateActiveLink = () => {
+    // The index from bottom to top (e.g. reversed list)
+    let sectionIndex = -1;
+    if (
+      window.innerHeight + window.pageYOffset >=
+      window.document.body.offsetHeight
+    ) {
+      // This is the no-scroll case where last section should be the active one
+      sectionIndex = 0;
+    } else {
+      // This finds the last section visible on screen that should be made active
+      sectionIndex = [...sections].reverse().findIndex((section) => {
+        if (section) {
+          return window.pageYOffset >= section.offsetTop - sectionMargin;
+        } else {
+          return false;
+        }
+      });
+    }
+    if (sectionIndex > -1) {
+      const current = sections.length - sectionIndex - 1;
+      if (current !== currentActive) {
+        removeAllActive();
+        currentActive = current;
+        makeActive(current);
+        if (init) {
+          window.dispatchEvent(sectionChanged);
+        }
+        init = true;
+      }
+    }
+  };
+
+  const inHiddenRegion = (top, bottom, hiddenRegions) => {
+    for (const region of hiddenRegions) {
+      if (top <= region.bottom && bottom >= region.top) {
+        return true;
+      }
+    }
+    return false;
+  };
+
+  const categorySelector = "header.quarto-title-block .quarto-category";
+  const activateCategories = (href) => {
+    // Find any categories
+    // Surround them with a link pointing back to:
+    // #category=Authoring
+    try {
+      const categoryEls = window.document.querySelectorAll(categorySelector);
+      for (const categoryEl of categoryEls) {
+        const categoryText = categoryEl.textContent;
+        if (categoryText) {
+          const link = `${href}#category=${encodeURIComponent(categoryText)}`;
+          const linkEl = window.document.createElement("a");
+          linkEl.setAttribute("href", link);
+          for (const child of categoryEl.childNodes) {
+            linkEl.append(child);
+          }
+          categoryEl.appendChild(linkEl);
+        }
+      }
+    } catch {
+      // Ignore errors
+    }
+  };
+  function hasTitleCategories() {
+    return window.document.querySelector(categorySelector) !== null;
+  }
+
+  function offsetRelativeUrl(url) {
+    const offset = getMeta("quarto:offset");
+    return offset ? offset + url : url;
+  }
+
+  function offsetAbsoluteUrl(url) {
+    const offset = getMeta("quarto:offset");
+    const baseUrl = new URL(offset, window.location);
+
+    const projRelativeUrl = url.replace(baseUrl, "");
+    if (projRelativeUrl.startsWith("/")) {
+      return projRelativeUrl;
+    } else {
+      return "/" + projRelativeUrl;
+    }
+  }
+
+  // read a meta tag value
+  function getMeta(metaName) {
+    const metas = window.document.getElementsByTagName("meta");
+    for (let i = 0; i < metas.length; i++) {
+      if (metas[i].getAttribute("name") === metaName) {
+        return metas[i].getAttribute("content");
+      }
+    }
+    return "";
+  }
+
+  async function findAndActivateCategories() {
+    // Categories search with listing only use path without query
+    const currentPagePath = offsetAbsoluteUrl(
+      window.location.origin + window.location.pathname
+    );
+    const response = await fetch(offsetRelativeUrl("listings.json"));
+    if (response.status == 200) {
+      return response.json().then(function (listingPaths) {
+        const listingHrefs = [];
+        for (const listingPath of listingPaths) {
+          const pathWithoutLeadingSlash = listingPath.listing.substring(1);
+          for (const item of listingPath.items) {
+            if (
+              item === currentPagePath ||
+              item === currentPagePath + "index.html"
+            ) {
+              // Resolve this path against the offset to be sure
+              // we already are using the correct path to the listing
+              // (this adjusts the listing urls to be rooted against
+              // whatever root the page is actually running against)
+              const relative = offsetRelativeUrl(pathWithoutLeadingSlash);
+              const baseUrl = window.location;
+              const resolvedPath = new URL(relative, baseUrl);
+              listingHrefs.push(resolvedPath.pathname);
+              break;
+            }
+          }
+        }
+
+        // Look up the tree for a nearby linting and use that if we find one
+        const nearestListing = findNearestParentListing(
+          offsetAbsoluteUrl(window.location.pathname),
+          listingHrefs
+        );
+        if (nearestListing) {
+          activateCategories(nearestListing);
+        } else {
+          // See if the referrer is a listing page for this item
+          const referredRelativePath = offsetAbsoluteUrl(document.referrer);
+          const referrerListing = listingHrefs.find((listingHref) => {
+            const isListingReferrer =
+              listingHref === referredRelativePath ||
+              listingHref === referredRelativePath + "index.html";
+            return isListingReferrer;
+          });
+
+          if (referrerListing) {
+            // Try to use the referrer if possible
+            activateCategories(referrerListing);
+          } else if (listingHrefs.length > 0) {
+            // Otherwise, just fall back to the first listing
+            activateCategories(listingHrefs[0]);
+          }
+        }
+      });
+    }
+  }
+  if (hasTitleCategories()) {
+    findAndActivateCategories();
+  }
+
+  const findNearestParentListing = (href, listingHrefs) => {
+    if (!href || !listingHrefs) {
+      return undefined;
+    }
+    // Look up the tree for a nearby linting and use that if we find one
+    const relativeParts = href.substring(1).split("/");
+    while (relativeParts.length > 0) {
+      const path = relativeParts.join("/");
+      for (const listingHref of listingHrefs) {
+        if (listingHref.startsWith(path)) {
+          return listingHref;
+        }
+      }
+      relativeParts.pop();
+    }
+
+    return undefined;
+  };
+
+  const manageSidebarVisiblity = (el, placeholderDescriptor) => {
+    let isVisible = true;
+    let elRect;
+
+    return (hiddenRegions) => {
+      if (el === null) {
+        return;
+      }
+
+      // Find the last element of the TOC
+      const lastChildEl = el.lastElementChild;
+
+      if (lastChildEl) {
+        // Converts the sidebar to a menu
+        const convertToMenu = () => {
+          for (const child of el.children) {
+            child.style.opacity = 0;
+            child.style.overflow = "hidden";
+            child.style.pointerEvents = "none";
+          }
+
+          nexttick(() => {
+            const toggleContainer = window.document.createElement("div");
+            toggleContainer.style.width = "100%";
+            toggleContainer.classList.add("zindex-over-content");
+            toggleContainer.classList.add("quarto-sidebar-toggle");
+            toggleContainer.classList.add("headroom-target"); // Marks this to be managed by headeroom
+            toggleContainer.id = placeholderDescriptor.id;
+            toggleContainer.style.position = "fixed";
+
+            const toggleIcon = window.document.createElement("i");
+            toggleIcon.classList.add("quarto-sidebar-toggle-icon");
+            toggleIcon.classList.add("bi");
+            toggleIcon.classList.add("bi-caret-down-fill");
+
+            const toggleTitle = window.document.createElement("div");
+            const titleEl = window.document.body.querySelector(
+              placeholderDescriptor.titleSelector
+            );
+            if (titleEl) {
+              toggleTitle.append(
+                titleEl.textContent || titleEl.innerText,
+                toggleIcon
+              );
+            }
+            toggleTitle.classList.add("zindex-over-content");
+            toggleTitle.classList.add("quarto-sidebar-toggle-title");
+            toggleContainer.append(toggleTitle);
+
+            const toggleContents = window.document.createElement("div");
+            toggleContents.classList = el.classList;
+            toggleContents.classList.add("zindex-over-content");
+            toggleContents.classList.add("quarto-sidebar-toggle-contents");
+            for (const child of el.children) {
+              if (child.id === "toc-title") {
+                continue;
+              }
+
+              const clone = child.cloneNode(true);
+              clone.style.opacity = 1;
+              clone.style.pointerEvents = null;
+              clone.style.display = null;
+              toggleContents.append(clone);
+            }
+            toggleContents.style.height = "0px";
+            const positionToggle = () => {
+              // position the element (top left of parent, same width as parent)
+              if (!elRect) {
+                elRect = el.getBoundingClientRect();
+              }
+              toggleContainer.style.left = `${elRect.left}px`;
+              toggleContainer.style.top = `${elRect.top}px`;
+              toggleContainer.style.width = `${elRect.width}px`;
+            };
+            positionToggle();
+
+            toggleContainer.append(toggleContents);
+            el.parentElement.prepend(toggleContainer);
+
+            // Process clicks
+            let tocShowing = false;
+            // Allow the caller to control whether this is dismissed
+            // when it is clicked (e.g. sidebar navigation supports
+            // opening and closing the nav tree, so don't dismiss on click)
+            const clickEl = placeholderDescriptor.dismissOnClick
+              ? toggleContainer
+              : toggleTitle;
+
+            const closeToggle = () => {
+              if (tocShowing) {
+                toggleContainer.classList.remove("expanded");
+                toggleContents.style.height = "0px";
+                tocShowing = false;
+              }
+            };
+
+            // Get rid of any expanded toggle if the user scrolls
+            window.document.addEventListener(
+              "scroll",
+              throttle(() => {
+                closeToggle();
+              }, 50)
+            );
+
+            // Handle positioning of the toggle
+            window.addEventListener(
+              "resize",
+              throttle(() => {
+                elRect = undefined;
+                positionToggle();
+              }, 50)
+            );
+
+            window.addEventListener("quarto-hrChanged", () => {
+              elRect = undefined;
+            });
+
+            // Process the click
+            clickEl.onclick = () => {
+              if (!tocShowing) {
+                toggleContainer.classList.add("expanded");
+                toggleContents.style.height = null;
+                tocShowing = true;
+              } else {
+                closeToggle();
+              }
+            };
+          });
+        };
+
+        // Converts a sidebar from a menu back to a sidebar
+        const convertToSidebar = () => {
+          for (const child of el.children) {
+            child.style.opacity = 1;
+            child.style.overflow = null;
+            child.style.pointerEvents = null;
+          }
+
+          const placeholderEl = window.document.getElementById(
+            placeholderDescriptor.id
+          );
+          if (placeholderEl) {
+            placeholderEl.remove();
+          }
+
+          el.classList.remove("rollup");
+        };
+
+        if (isReaderMode()) {
+          convertToMenu();
+          isVisible = false;
+        } else {
+          // Find the top and bottom o the element that is being managed
+          const elTop = el.offsetTop;
+          const elBottom =
+            elTop + lastChildEl.offsetTop + lastChildEl.offsetHeight;
+
+          if (!isVisible) {
+            // If the element is current not visible reveal if there are
+            // no conflicts with overlay regions
+            if (!inHiddenRegion(elTop, elBottom, hiddenRegions)) {
+              convertToSidebar();
+              isVisible = true;
+            }
+          } else {
+            // If the element is visible, hide it if it conflicts with overlay regions
+            // and insert a placeholder toggle (or if we're in reader mode)
+            if (inHiddenRegion(elTop, elBottom, hiddenRegions)) {
+              convertToMenu();
+              isVisible = false;
+            }
+          }
+        }
+      }
+    };
+  };
+
+  const tabEls = document.querySelectorAll('a[data-bs-toggle="tab"]');
+  for (const tabEl of tabEls) {
+    const id = tabEl.getAttribute("data-bs-target");
+    if (id) {
+      const columnEl = document.querySelector(
+        `${id} .column-margin, .tabset-margin-content`
+      );
+      if (columnEl)
+        tabEl.addEventListener("shown.bs.tab", function (event) {
+          const el = event.srcElement;
+          if (el) {
+            const visibleCls = `${el.id}-margin-content`;
+            // walk up until we find a parent tabset
+            let panelTabsetEl = el.parentElement;
+            while (panelTabsetEl) {
+              if (panelTabsetEl.classList.contains("panel-tabset")) {
+                break;
+              }
+              panelTabsetEl = panelTabsetEl.parentElement;
+            }
+
+            if (panelTabsetEl) {
+              const prevSib = panelTabsetEl.previousElementSibling;
+              if (
+                prevSib &&
+                prevSib.classList.contains("tabset-margin-container")
+              ) {
+                const childNodes = prevSib.querySelectorAll(
+                  ".tabset-margin-content"
+                );
+                for (const childEl of childNodes) {
+                  if (childEl.classList.contains(visibleCls)) {
+                    childEl.classList.remove("collapse");
+                  } else {
+                    childEl.classList.add("collapse");
+                  }
+                }
+              }
+            }
+          }
+
+          layoutMarginEls();
+        });
+    }
+  }
+
+  // Manage the visibility of the toc and the sidebar
+  const marginScrollVisibility = manageSidebarVisiblity(marginSidebarEl, {
+    id: "quarto-toc-toggle",
+    titleSelector: "#toc-title",
+    dismissOnClick: true,
+  });
+  const sidebarScrollVisiblity = manageSidebarVisiblity(sidebarEl, {
+    id: "quarto-sidebarnav-toggle",
+    titleSelector: ".title",
+    dismissOnClick: false,
+  });
+  let tocLeftScrollVisibility;
+  if (leftTocEl) {
+    tocLeftScrollVisibility = manageSidebarVisiblity(leftTocEl, {
+      id: "quarto-lefttoc-toggle",
+      titleSelector: "#toc-title",
+      dismissOnClick: true,
+    });
+  }
+
+  // Find the first element that uses formatting in special columns
+  const conflictingEls = window.document.body.querySelectorAll(
+    '[class^="column-"], [class*=" column-"], aside, [class*="margin-caption"], [class*=" margin-caption"], [class*="margin-ref"], [class*=" margin-ref"]'
+  );
+
+  // Filter all the possibly conflicting elements into ones
+  // the do conflict on the left or ride side
+  const arrConflictingEls = Array.from(conflictingEls);
+  const leftSideConflictEls = arrConflictingEls.filter((el) => {
+    if (el.tagName === "ASIDE") {
+      return false;
+    }
+    return Array.from(el.classList).find((className) => {
+      return (
+        className !== "column-body" &&
+        className.startsWith("column-") &&
+        !className.endsWith("right") &&
+        !className.endsWith("container") &&
+        className !== "column-margin"
+      );
+    });
+  });
+  const rightSideConflictEls = arrConflictingEls.filter((el) => {
+    if (el.tagName === "ASIDE") {
+      return true;
+    }
+
+    const hasMarginCaption = Array.from(el.classList).find((className) => {
+      return className == "margin-caption";
+    });
+    if (hasMarginCaption) {
+      return true;
+    }
+
+    return Array.from(el.classList).find((className) => {
+      return (
+        className !== "column-body" &&
+        !className.endsWith("container") &&
+        className.startsWith("column-") &&
+        !className.endsWith("left")
+      );
+    });
+  });
+
+  const kOverlapPaddingSize = 10;
+  function toRegions(els) {
+    return els.map((el) => {
+      const boundRect = el.getBoundingClientRect();
+      const top =
+        boundRect.top +
+        document.documentElement.scrollTop -
+        kOverlapPaddingSize;
+      return {
+        top,
+        bottom: top + el.scrollHeight + 2 * kOverlapPaddingSize,
+      };
+    });
+  }
+
+  let hasObserved = false;
+  const visibleItemObserver = (els) => {
+    let visibleElements = [...els];
+    const intersectionObserver = new IntersectionObserver(
+      (entries, _observer) => {
+        entries.forEach((entry) => {
+          if (entry.isIntersecting) {
+            if (visibleElements.indexOf(entry.target) === -1) {
+              visibleElements.push(entry.target);
+            }
+          } else {
+            visibleElements = visibleElements.filter((visibleEntry) => {
+              return visibleEntry !== entry;
+            });
+          }
+        });
+
+        if (!hasObserved) {
+          hideOverlappedSidebars();
+        }
+        hasObserved = true;
+      },
+      {}
+    );
+    els.forEach((el) => {
+      intersectionObserver.observe(el);
+    });
+
+    return {
+      getVisibleEntries: () => {
+        return visibleElements;
+      },
+    };
+  };
+
+  const rightElementObserver = visibleItemObserver(rightSideConflictEls);
+  const leftElementObserver = visibleItemObserver(leftSideConflictEls);
+
+  const hideOverlappedSidebars = () => {
+    marginScrollVisibility(toRegions(rightElementObserver.getVisibleEntries()));
+    sidebarScrollVisiblity(toRegions(leftElementObserver.getVisibleEntries()));
+    if (tocLeftScrollVisibility) {
+      tocLeftScrollVisibility(
+        toRegions(leftElementObserver.getVisibleEntries())
+      );
+    }
+  };
+
+  window.quartoToggleReader = () => {
+    // Applies a slow class (or removes it)
+    // to update the transition speed
+    const slowTransition = (slow) => {
+      const manageTransition = (id, slow) => {
+        const el = document.getElementById(id);
+        if (el) {
+          if (slow) {
+            el.classList.add("slow");
+          } else {
+            el.classList.remove("slow");
+          }
+        }
+      };
+
+      manageTransition("TOC", slow);
+      manageTransition("quarto-sidebar", slow);
+    };
+    const readerMode = !isReaderMode();
+    setReaderModeValue(readerMode);
+
+    // If we're entering reader mode, slow the transition
+    if (readerMode) {
+      slowTransition(readerMode);
+    }
+    highlightReaderToggle(readerMode);
+    hideOverlappedSidebars();
+
+    // If we're exiting reader mode, restore the non-slow transition
+    if (!readerMode) {
+      slowTransition(!readerMode);
+    }
+  };
+
+  const highlightReaderToggle = (readerMode) => {
+    const els = document.querySelectorAll(".quarto-reader-toggle");
+    if (els) {
+      els.forEach((el) => {
+        if (readerMode) {
+          el.classList.add("reader");
+        } else {
+          el.classList.remove("reader");
+        }
+      });
+    }
+  };
+
+  const setReaderModeValue = (val) => {
+    if (window.location.protocol !== "file:") {
+      window.localStorage.setItem("quarto-reader-mode", val);
+    } else {
+      localReaderMode = val;
+    }
+  };
+
+  const isReaderMode = () => {
+    if (window.location.protocol !== "file:") {
+      return window.localStorage.getItem("quarto-reader-mode") === "true";
+    } else {
+      return localReaderMode;
+    }
+  };
+  let localReaderMode = null;
+
+  const tocOpenDepthStr = tocEl?.getAttribute("data-toc-expanded");
+  const tocOpenDepth = tocOpenDepthStr ? Number(tocOpenDepthStr) : 1;
+
+  // Walk the TOC and collapse/expand nodes
+  // Nodes are expanded if:
+  // - they are top level
+  // - they have children that are 'active' links
+  // - they are directly below an link that is 'active'
+  const walk = (el, depth) => {
+    // Tick depth when we enter a UL
+    if (el.tagName === "UL") {
+      depth = depth + 1;
+    }
+
+    // It this is active link
+    let isActiveNode = false;
+    if (el.tagName === "A" && el.classList.contains("active")) {
+      isActiveNode = true;
+    }
+
+    // See if there is an active child to this element
+    let hasActiveChild = false;
+    for (child of el.children) {
+      hasActiveChild = walk(child, depth) || hasActiveChild;
+    }
+
+    // Process the collapse state if this is an UL
+    if (el.tagName === "UL") {
+      if (tocOpenDepth === -1 && depth > 1) {
+        // toc-expand: false
+        el.classList.add("collapse");
+      } else if (
+        depth <= tocOpenDepth ||
+        hasActiveChild ||
+        prevSiblingIsActiveLink(el)
+      ) {
+        el.classList.remove("collapse");
+      } else {
+        el.classList.add("collapse");
+      }
+
+      // untick depth when we leave a UL
+      depth = depth - 1;
+    }
+    return hasActiveChild || isActiveNode;
+  };
+
+  // walk the TOC and expand / collapse any items that should be shown
+  if (tocEl) {
+    updateActiveLink();
+    walk(tocEl, 0);
+  }
+
+  // Throttle the scroll event and walk peridiocally
+  window.document.addEventListener(
+    "scroll",
+    throttle(() => {
+      if (tocEl) {
+        updateActiveLink();
+        walk(tocEl, 0);
+      }
+      if (!isReaderMode()) {
+        hideOverlappedSidebars();
+      }
+    }, 5)
+  );
+  window.addEventListener(
+    "resize",
+    throttle(() => {
+      if (tocEl) {
+        updateActiveLink();
+        walk(tocEl, 0);
+      }
+      if (!isReaderMode()) {
+        hideOverlappedSidebars();
+      }
+    }, 10)
+  );
+  hideOverlappedSidebars();
+  highlightReaderToggle(isReaderMode());
+});
+
+// grouped tabsets
+window.addEventListener("pageshow", (_event) => {
+  function getTabSettings() {
+    const data = localStorage.getItem("quarto-persistent-tabsets-data");
+    if (!data) {
+      localStorage.setItem("quarto-persistent-tabsets-data", "{}");
+      return {};
+    }
+    if (data) {
+      return JSON.parse(data);
+    }
+  }
+
+  function setTabSettings(data) {
+    localStorage.setItem(
+      "quarto-persistent-tabsets-data",
+      JSON.stringify(data)
+    );
+  }
+
+  function setTabState(groupName, groupValue) {
+    const data = getTabSettings();
+    data[groupName] = groupValue;
+    setTabSettings(data);
+  }
+
+  function toggleTab(tab, active) {
+    const tabPanelId = tab.getAttribute("aria-controls");
+    const tabPanel = document.getElementById(tabPanelId);
+    if (active) {
+      tab.classList.add("active");
+      tabPanel.classList.add("active");
+    } else {
+      tab.classList.remove("active");
+      tabPanel.classList.remove("active");
+    }
+  }
+
+  function toggleAll(selectedGroup, selectorsToSync) {
+    for (const [thisGroup, tabs] of Object.entries(selectorsToSync)) {
+      const active = selectedGroup === thisGroup;
+      for (const tab of tabs) {
+        toggleTab(tab, active);
+      }
+    }
+  }
+
+  function findSelectorsToSyncByLanguage() {
+    const result = {};
+    const tabs = Array.from(
+      document.querySelectorAll(`div[data-group] a[id^='tabset-']`)
+    );
+    for (const item of tabs) {
+      const div = item.parentElement.parentElement.parentElement;
+      const group = div.getAttribute("data-group");
+      if (!result[group]) {
+        result[group] = {};
+      }
+      const selectorsToSync = result[group];
+      const value = item.innerHTML;
+      if (!selectorsToSync[value]) {
+        selectorsToSync[value] = [];
+      }
+      selectorsToSync[value].push(item);
+    }
+    return result;
+  }
+
+  function setupSelectorSync() {
+    const selectorsToSync = findSelectorsToSyncByLanguage();
+    Object.entries(selectorsToSync).forEach(([group, tabSetsByValue]) => {
+      Object.entries(tabSetsByValue).forEach(([value, items]) => {
+        items.forEach((item) => {
+          item.addEventListener("click", (_event) => {
+            setTabState(group, value);
+            toggleAll(value, selectorsToSync[group]);
+          });
+        });
+      });
+    });
+    return selectorsToSync;
+  }
+
+  const selectorsToSync = setupSelectorSync();
+  for (const [group, selectedName] of Object.entries(getTabSettings())) {
+    const selectors = selectorsToSync[group];
+    // it's possible that stale state gives us empty selections, so we explicitly check here.
+    if (selectors) {
+      toggleAll(selectedName, selectors);
+    }
+  }
+});
+
+function throttle(func, wait) {
+  let waiting = false;
+  return function () {
+    if (!waiting) {
+      func.apply(this, arguments);
+      waiting = true;
+      setTimeout(function () {
+        waiting = false;
+      }, wait);
+    }
+  };
+}
+
+function nexttick(func) {
+  return setTimeout(func, 0);
+}
diff --git a/src/_site/site_libs/quarto-html/tabby.min.js b/src/_site/site_libs/quarto-html/tabby.min.js
new file mode 100644
index 0000000000000000000000000000000000000000..4f44c7d8a220f257d514bb37cba9934de696e74e
--- /dev/null
+++ b/src/_site/site_libs/quarto-html/tabby.min.js
@@ -0,0 +1,418 @@
+(function (root, factory) {
+  if (typeof define === "function" && define.amd) {
+    define([], function () {
+      return factory(root);
+    });
+  } else if (typeof exports === "object") {
+    module.exports = factory(root);
+  } else {
+    root.Tabby = factory(root);
+  }
+})(
+  typeof global !== "undefined"
+    ? global
+    : typeof window !== "undefined"
+    ? window
+    : this,
+  function (window) {
+    "use strict";
+
+    //
+    // Variables
+    //
+
+    var defaults = {
+      idPrefix: "tabby-toggle_",
+      default: "[data-tabby-default]",
+    };
+
+    //
+    // Methods
+    //
+
+    /**
+     * Merge two or more objects together.
+     * @param   {Object}   objects  The objects to merge together
+     * @returns {Object}            Merged values of defaults and options
+     */
+    var extend = function () {
+      var merged = {};
+      Array.prototype.forEach.call(arguments, function (obj) {
+        for (var key in obj) {
+          if (!obj.hasOwnProperty(key)) return;
+          merged[key] = obj[key];
+        }
+      });
+      return merged;
+    };
+
+    /**
+     * Emit a custom event
+     * @param  {String} type    The event type
+     * @param  {Node}   tab     The tab to attach the event to
+     * @param  {Node}   details Details about the event
+     */
+    var emitEvent = function (tab, details) {
+      // Create a new event
+      var event;
+      if (typeof window.CustomEvent === "function") {
+        event = new CustomEvent("tabby", {
+          bubbles: true,
+          cancelable: true,
+          detail: details,
+        });
+      } else {
+        event = document.createEvent("CustomEvent");
+        event.initCustomEvent("tabby", true, true, details);
+      }
+
+      // Dispatch the event
+      tab.dispatchEvent(event);
+    };
+
+    var focusHandler = function (event) {
+      toggle(event.target);
+    };
+
+    var getKeyboardFocusableElements = function (element) {
+      return [
+        ...element.querySelectorAll(
+          'a[href], button, input, textarea, select, details,[tabindex]:not([tabindex="-1"])'
+        ),
+      ].filter(
+        (el) => !el.hasAttribute("disabled") && !el.getAttribute("aria-hidden")
+      );
+    };
+
+    /**
+     * Remove roles and attributes from a tab and its content
+     * @param  {Node}   tab      The tab
+     * @param  {Node}   content  The tab content
+     * @param  {Object} settings User settings and options
+     */
+    var destroyTab = function (tab, content, settings) {
+      // Remove the generated ID
+      if (tab.id.slice(0, settings.idPrefix.length) === settings.idPrefix) {
+        tab.id = "";
+      }
+
+      // remove event listener
+      tab.removeEventListener("focus", focusHandler, true);
+
+      // Remove roles
+      tab.removeAttribute("role");
+      tab.removeAttribute("aria-controls");
+      tab.removeAttribute("aria-selected");
+      tab.removeAttribute("tabindex");
+      tab.closest("li").removeAttribute("role");
+      content.removeAttribute("role");
+      content.removeAttribute("aria-labelledby");
+      content.removeAttribute("hidden");
+    };
+
+    /**
+     * Add the required roles and attributes to a tab and its content
+     * @param  {Node}   tab      The tab
+     * @param  {Node}   content  The tab content
+     * @param  {Object} settings User settings and options
+     */
+    var setupTab = function (tab, content, settings) {
+      // Give tab an ID if it doesn't already have one
+      if (!tab.id) {
+        tab.id = settings.idPrefix + content.id;
+      }
+
+      // Add roles
+      tab.setAttribute("role", "tab");
+      tab.setAttribute("aria-controls", content.id);
+      tab.closest("li").setAttribute("role", "presentation");
+      content.setAttribute("role", "tabpanel");
+      content.setAttribute("aria-labelledby", tab.id);
+
+      // Add selected state
+      if (tab.matches(settings.default)) {
+        tab.setAttribute("aria-selected", "true");
+      } else {
+        tab.setAttribute("aria-selected", "false");
+        content.setAttribute("hidden", "hidden");
+      }
+
+      // add focus event listender
+      tab.addEventListener("focus", focusHandler);
+    };
+
+    /**
+     * Hide a tab and its content
+     * @param  {Node} newTab The new tab that's replacing it
+     */
+    var hide = function (newTab) {
+      // Variables
+      var tabGroup = newTab.closest('[role="tablist"]');
+      if (!tabGroup) return {};
+      var tab = tabGroup.querySelector('[role="tab"][aria-selected="true"]');
+      if (!tab) return {};
+      var content = document.querySelector(tab.hash);
+
+      // Hide the tab
+      tab.setAttribute("aria-selected", "false");
+
+      // Hide the content
+      if (!content) return { previousTab: tab };
+      content.setAttribute("hidden", "hidden");
+
+      // Return the hidden tab and content
+      return {
+        previousTab: tab,
+        previousContent: content,
+      };
+    };
+
+    /**
+     * Show a tab and its content
+     * @param  {Node} tab      The tab
+     * @param  {Node} content  The tab content
+     */
+    var show = function (tab, content) {
+      tab.setAttribute("aria-selected", "true");
+      content.removeAttribute("hidden");
+      tab.focus();
+    };
+
+    /**
+     * Toggle a new tab
+     * @param  {Node} tab The tab to show
+     */
+    var toggle = function (tab) {
+      // Make sure there's a tab to toggle and it's not already active
+      if (!tab || tab.getAttribute("aria-selected") == "true") return;
+
+      // Variables
+      var content = document.querySelector(tab.hash);
+      if (!content) return;
+
+      // Hide active tab and content
+      var details = hide(tab);
+
+      // Show new tab and content
+      show(tab, content);
+
+      // Add event details
+      details.tab = tab;
+      details.content = content;
+
+      // Emit a custom event
+      emitEvent(tab, details);
+    };
+
+    /**
+     * Get all of the tabs in a tablist
+     * @param  {Node}   tab  A tab from the list
+     * @return {Object}      The tabs and the index of the currently active one
+     */
+    var getTabsMap = function (tab) {
+      var tabGroup = tab.closest('[role="tablist"]');
+      var tabs = tabGroup ? tabGroup.querySelectorAll('[role="tab"]') : null;
+      if (!tabs) return;
+      return {
+        tabs: tabs,
+        index: Array.prototype.indexOf.call(tabs, tab),
+      };
+    };
+
+    /**
+     * Switch the active tab based on keyboard activity
+     * @param  {Node} tab The currently active tab
+     * @param  {Key}  key The key that was pressed
+     */
+    var switchTabs = function (tab, key) {
+      // Get a map of tabs
+      var map = getTabsMap(tab);
+      if (!map) return;
+      var length = map.tabs.length - 1;
+      var index;
+
+      // Go to previous tab
+      if (["ArrowUp", "ArrowLeft", "Up", "Left"].indexOf(key) > -1) {
+        index = map.index < 1 ? length : map.index - 1;
+      }
+
+      // Go to next tab
+      else if (["ArrowDown", "ArrowRight", "Down", "Right"].indexOf(key) > -1) {
+        index = map.index === length ? 0 : map.index + 1;
+      }
+
+      // Go to home
+      else if (key === "Home") {
+        index = 0;
+      }
+
+      // Go to end
+      else if (key === "End") {
+        index = length;
+      }
+
+      // Toggle the tab
+      toggle(map.tabs[index]);
+    };
+
+    /**
+     * Create the Constructor object
+     */
+    var Constructor = function (selector, options) {
+      //
+      // Variables
+      //
+
+      var publicAPIs = {};
+      var settings, tabWrapper;
+
+      //
+      // Methods
+      //
+
+      publicAPIs.destroy = function () {
+        // Get all tabs
+        var tabs = tabWrapper.querySelectorAll("a");
+
+        // Add roles to tabs
+        Array.prototype.forEach.call(tabs, function (tab) {
+          // Get the tab content
+          var content = document.querySelector(tab.hash);
+          if (!content) return;
+
+          // Setup the tab
+          destroyTab(tab, content, settings);
+        });
+
+        // Remove role from wrapper
+        tabWrapper.removeAttribute("role");
+
+        // Remove event listeners
+        document.documentElement.removeEventListener(
+          "click",
+          clickHandler,
+          true
+        );
+        tabWrapper.removeEventListener("keydown", keyHandler, true);
+
+        // Reset variables
+        settings = null;
+        tabWrapper = null;
+      };
+
+      /**
+       * Setup the DOM with the proper attributes
+       */
+      publicAPIs.setup = function () {
+        // Variables
+        tabWrapper = document.querySelector(selector);
+        if (!tabWrapper) return;
+        var tabs = tabWrapper.querySelectorAll("a");
+
+        // Add role to wrapper
+        tabWrapper.setAttribute("role", "tablist");
+
+        // Add roles to tabs. provide dynanmic tab indexes if we are within reveal
+        var contentTabindexes =
+          window.document.body.classList.contains("reveal-viewport");
+        var nextTabindex = 1;
+        Array.prototype.forEach.call(tabs, function (tab) {
+          if (contentTabindexes) {
+            tab.setAttribute("tabindex", "" + nextTabindex++);
+          } else {
+            tab.setAttribute("tabindex", "0");
+          }
+
+          // Get the tab content
+          var content = document.querySelector(tab.hash);
+          if (!content) return;
+
+          // set tab indexes for content
+          if (contentTabindexes) {
+            getKeyboardFocusableElements(content).forEach(function (el) {
+              el.setAttribute("tabindex", "" + nextTabindex++);
+            });
+          }
+
+          // Setup the tab
+          setupTab(tab, content, settings);
+        });
+      };
+
+      /**
+       * Toggle a tab based on an ID
+       * @param  {String|Node} id The tab to toggle
+       */
+      publicAPIs.toggle = function (id) {
+        // Get the tab
+        var tab = id;
+        if (typeof id === "string") {
+          tab = document.querySelector(
+            selector + ' [role="tab"][href*="' + id + '"]'
+          );
+        }
+
+        // Toggle the tab
+        toggle(tab);
+      };
+
+      /**
+       * Handle click events
+       */
+      var clickHandler = function (event) {
+        // Only run on toggles
+        var tab = event.target.closest(selector + ' [role="tab"]');
+        if (!tab) return;
+
+        // Prevent link behavior
+        event.preventDefault();
+
+        // Toggle the tab
+        toggle(tab);
+      };
+
+      /**
+       * Handle keydown events
+       */
+      var keyHandler = function (event) {
+        // Only run if a tab is in focus
+        var tab = document.activeElement;
+        if (!tab.matches(selector + ' [role="tab"]')) return;
+
+        // Only run for specific keys
+        if (["Home", "End"].indexOf(event.key) < 0) return;
+
+        // Switch tabs
+        switchTabs(tab, event.key);
+      };
+
+      /**
+       * Initialize the instance
+       */
+      var init = function () {
+        // Merge user options with defaults
+        settings = extend(defaults, options || {});
+
+        // Setup the DOM
+        publicAPIs.setup();
+
+        // Add event listeners
+        document.documentElement.addEventListener("click", clickHandler, true);
+        tabWrapper.addEventListener("keydown", keyHandler, true);
+      };
+
+      //
+      // Initialize and return the Public APIs
+      //
+
+      init();
+      return publicAPIs;
+    };
+
+    //
+    // Return the Constructor
+    //
+
+    return Constructor;
+  }
+);
diff --git a/src/_site/site_libs/quarto-html/tippy.css b/src/_site/site_libs/quarto-html/tippy.css
new file mode 100644
index 0000000000000000000000000000000000000000..e6ae635cb1f82b176c18afa80dfa029c7a536e70
--- /dev/null
+++ b/src/_site/site_libs/quarto-html/tippy.css
@@ -0,0 +1 @@
+.tippy-box[data-animation=fade][data-state=hidden]{opacity:0}[data-tippy-root]{max-width:calc(100vw - 10px)}.tippy-box{position:relative;background-color:#333;color:#fff;border-radius:4px;font-size:14px;line-height:1.4;white-space:normal;outline:0;transition-property:transform,visibility,opacity}.tippy-box[data-placement^=top]>.tippy-arrow{bottom:0}.tippy-box[data-placement^=top]>.tippy-arrow:before{bottom:-7px;left:0;border-width:8px 8px 0;border-top-color:initial;transform-origin:center top}.tippy-box[data-placement^=bottom]>.tippy-arrow{top:0}.tippy-box[data-placement^=bottom]>.tippy-arrow:before{top:-7px;left:0;border-width:0 8px 8px;border-bottom-color:initial;transform-origin:center bottom}.tippy-box[data-placement^=left]>.tippy-arrow{right:0}.tippy-box[data-placement^=left]>.tippy-arrow:before{border-width:8px 0 8px 8px;border-left-color:initial;right:-7px;transform-origin:center left}.tippy-box[data-placement^=right]>.tippy-arrow{left:0}.tippy-box[data-placement^=right]>.tippy-arrow:before{left:-7px;border-width:8px 8px 8px 0;border-right-color:initial;transform-origin:center right}.tippy-box[data-inertia][data-state=visible]{transition-timing-function:cubic-bezier(.54,1.5,.38,1.11)}.tippy-arrow{width:16px;height:16px;color:#333}.tippy-arrow:before{content:"";position:absolute;border-color:transparent;border-style:solid}.tippy-content{position:relative;padding:5px 9px;z-index:1}
\ No newline at end of file
diff --git a/src/_site/site_libs/quarto-html/tippy.umd.min.js b/src/_site/site_libs/quarto-html/tippy.umd.min.js
new file mode 100644
index 0000000000000000000000000000000000000000..ca292be32b252f9a40e231f3a3e696b2506f7c96
--- /dev/null
+++ b/src/_site/site_libs/quarto-html/tippy.umd.min.js
@@ -0,0 +1,2 @@
+!function(e,t){"object"==typeof exports&&"undefined"!=typeof module?module.exports=t(require("@popperjs/core")):"function"==typeof define&&define.amd?define(["@popperjs/core"],t):(e=e||self).tippy=t(e.Popper)}(this,(function(e){"use strict";var t={passive:!0,capture:!0},n=function(){return document.body};function r(e,t,n){if(Array.isArray(e)){var r=e[t];return null==r?Array.isArray(n)?n[t]:n:r}return e}function o(e,t){var n={}.toString.call(e);return 0===n.indexOf("[object")&&n.indexOf(t+"]")>-1}function i(e,t){return"function"==typeof e?e.apply(void 0,t):e}function a(e,t){return 0===t?e:function(r){clearTimeout(n),n=setTimeout((function(){e(r)}),t)};var n}function s(e,t){var n=Object.assign({},e);return t.forEach((function(e){delete n[e]})),n}function u(e){return[].concat(e)}function c(e,t){-1===e.indexOf(t)&&e.push(t)}function p(e){return e.split("-")[0]}function f(e){return[].slice.call(e)}function l(e){return Object.keys(e).reduce((function(t,n){return void 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T(){x.isTouch||(x.isTouch=!0,window.performance&&document.addEventListener("mousemove",A))}function A(){var e=performance.now();e-C<20&&(x.isTouch=!1,document.removeEventListener("mousemove",A)),C=e}function L(){var e=document.activeElement;if(g(e)){var t=e._tippy;e.blur&&!t.state.isVisible&&e.blur()}}var D=!!("undefined"!=typeof window&&"undefined"!=typeof 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+
diff --git a/src/_site/site_libs/quarto-nav/headroom.min.js b/src/_site/site_libs/quarto-nav/headroom.min.js
new file mode 100644
index 0000000000000000000000000000000000000000..b08f1dffbbdae0ace4eb2510b43666c8491546d3
--- /dev/null
+++ b/src/_site/site_libs/quarto-nav/headroom.min.js
@@ -0,0 +1,7 @@
+/*!
+ * headroom.js v0.12.0 - Give your page some headroom. Hide your header until you need it
+ * Copyright (c) 2020 Nick Williams - http://wicky.nillia.ms/headroom.js
+ * License: MIT
+ */
+
+!function(t,n){"object"==typeof exports&&"undefined"!=typeof module?module.exports=n():"function"==typeof define&&define.amd?define(n):(t=t||self).Headroom=n()}(this,function(){"use strict";function t(){return"undefined"!=typeof window}function d(t){return function(t){return t&&t.document&&function(t){return 9===t.nodeType}(t.document)}(t)?function(t){var n=t.document,o=n.body,s=n.documentElement;return{scrollHeight:function(){return Math.max(o.scrollHeight,s.scrollHeight,o.offsetHeight,s.offsetHeight,o.clientHeight,s.clientHeight)},height:function(){return t.innerHeight||s.clientHeight||o.clientHeight},scrollY:function(){return void 0!==t.pageYOffset?t.pageYOffset:(s||o.parentNode||o).scrollTop}}}(t):function(t){return{scrollHeight:function(){return Math.max(t.scrollHeight,t.offsetHeight,t.clientHeight)},height:function(){return Math.max(t.offsetHeight,t.clientHeight)},scrollY:function(){return t.scrollTop}}}(t)}function n(t,s,e){var n,o=function(){var n=!1;try{var t={get passive(){n=!0}};window.addEventListener("test",t,t),window.removeEventListener("test",t,t)}catch(t){n=!1}return n}(),i=!1,r=d(t),l=r.scrollY(),a={};function c(){var t=Math.round(r.scrollY()),n=r.height(),o=r.scrollHeight();a.scrollY=t,a.lastScrollY=l,a.direction=l<t?"down":"up",a.distance=Math.abs(t-l),a.isOutOfBounds=t<0||o<t+n,a.top=t<=s.offset[a.direction],a.bottom=o<=t+n,a.toleranceExceeded=a.distance>s.tolerance[a.direction],e(a),l=t,i=!1}function h(){i||(i=!0,n=requestAnimationFrame(c))}var u=!!o&&{passive:!0,capture:!1};return t.addEventListener("scroll",h,u),c(),{destroy:function(){cancelAnimationFrame(n),t.removeEventListener("scroll",h,u)}}}function o(t){return t===Object(t)?t:{down:t,up:t}}function s(t,n){n=n||{},Object.assign(this,s.options,n),this.classes=Object.assign({},s.options.classes,n.classes),this.elem=t,this.tolerance=o(this.tolerance),this.offset=o(this.offset),this.initialised=!1,this.frozen=!1}return s.prototype={constructor:s,init:function(){return s.cutsTheMustard&&!this.initialised&&(this.addClass("initial"),this.initialised=!0,setTimeout(function(t){t.scrollTracker=n(t.scroller,{offset:t.offset,tolerance:t.tolerance},t.update.bind(t))},100,this)),this},destroy:function(){this.initialised=!1,Object.keys(this.classes).forEach(this.removeClass,this),this.scrollTracker.destroy()},unpin:function(){!this.hasClass("pinned")&&this.hasClass("unpinned")||(this.addClass("unpinned"),this.removeClass("pinned"),this.onUnpin&&this.onUnpin.call(this))},pin:function(){this.hasClass("unpinned")&&(this.addClass("pinned"),this.removeClass("unpinned"),this.onPin&&this.onPin.call(this))},freeze:function(){this.frozen=!0,this.addClass("frozen")},unfreeze:function(){this.frozen=!1,this.removeClass("frozen")},top:function(){this.hasClass("top")||(this.addClass("top"),this.removeClass("notTop"),this.onTop&&this.onTop.call(this))},notTop:function(){this.hasClass("notTop")||(this.addClass("notTop"),this.removeClass("top"),this.onNotTop&&this.onNotTop.call(this))},bottom:function(){this.hasClass("bottom")||(this.addClass("bottom"),this.removeClass("notBottom"),this.onBottom&&this.onBottom.call(this))},notBottom:function(){this.hasClass("notBottom")||(this.addClass("notBottom"),this.removeClass("bottom"),this.onNotBottom&&this.onNotBottom.call(this))},shouldUnpin:function(t){return"down"===t.direction&&!t.top&&t.toleranceExceeded},shouldPin:function(t){return"up"===t.direction&&t.toleranceExceeded||t.top},addClass:function(t){this.elem.classList.add.apply(this.elem.classList,this.classes[t].split(" "))},removeClass:function(t){this.elem.classList.remove.apply(this.elem.classList,this.classes[t].split(" "))},hasClass:function(t){return this.classes[t].split(" ").every(function(t){return this.classList.contains(t)},this.elem)},update:function(t){t.isOutOfBounds||!0!==this.frozen&&(t.top?this.top():this.notTop(),t.bottom?this.bottom():this.notBottom(),this.shouldUnpin(t)?this.unpin():this.shouldPin(t)&&this.pin())}},s.options={tolerance:{up:0,down:0},offset:0,scroller:t()?window:null,classes:{frozen:"headroom--frozen",pinned:"headroom--pinned",unpinned:"headroom--unpinned",top:"headroom--top",notTop:"headroom--not-top",bottom:"headroom--bottom",notBottom:"headroom--not-bottom",initial:"headroom"}},s.cutsTheMustard=!!(t()&&function(){}.bind&&"classList"in document.documentElement&&Object.assign&&Object.keys&&requestAnimationFrame),s});
diff --git a/src/_site/site_libs/quarto-nav/quarto-nav.js b/src/_site/site_libs/quarto-nav/quarto-nav.js
new file mode 100644
index 0000000000000000000000000000000000000000..38cc43057bdfaae23727b4b638cf62a7594712c2
--- /dev/null
+++ b/src/_site/site_libs/quarto-nav/quarto-nav.js
@@ -0,0 +1,325 @@
+const headroomChanged = new CustomEvent("quarto-hrChanged", {
+  detail: {},
+  bubbles: true,
+  cancelable: false,
+  composed: false,
+});
+
+const announceDismiss = () => {
+  const annEl = window.document.getElementById("quarto-announcement");
+  if (annEl) {
+    annEl.remove();
+
+    const annId = annEl.getAttribute("data-announcement-id");
+    window.localStorage.setItem(`quarto-announce-${annId}`, "true");
+  }
+};
+
+const announceRegister = () => {
+  const annEl = window.document.getElementById("quarto-announcement");
+  if (annEl) {
+    const annId = annEl.getAttribute("data-announcement-id");
+    const isDismissed =
+      window.localStorage.getItem(`quarto-announce-${annId}`) || false;
+    if (isDismissed) {
+      announceDismiss();
+      return;
+    } else {
+      annEl.classList.remove("hidden");
+    }
+
+    const actionEl = annEl.querySelector(".quarto-announcement-action");
+    if (actionEl) {
+      actionEl.addEventListener("click", function (e) {
+        e.preventDefault();
+        // Hide the bar immediately
+        announceDismiss();
+      });
+    }
+  }
+};
+
+window.document.addEventListener("DOMContentLoaded", function () {
+  let init = false;
+
+  announceRegister();
+
+  // Manage the back to top button, if one is present.
+  let lastScrollTop = window.pageYOffset || document.documentElement.scrollTop;
+  const scrollDownBuffer = 5;
+  const scrollUpBuffer = 35;
+  const btn = document.getElementById("quarto-back-to-top");
+  const hideBackToTop = () => {
+    btn.style.display = "none";
+  };
+  const showBackToTop = () => {
+    btn.style.display = "inline-block";
+  };
+  if (btn) {
+    window.document.addEventListener(
+      "scroll",
+      function () {
+        const currentScrollTop =
+          window.pageYOffset || document.documentElement.scrollTop;
+
+        // Shows and hides the button 'intelligently' as the user scrolls
+        if (currentScrollTop - scrollDownBuffer > lastScrollTop) {
+          hideBackToTop();
+          lastScrollTop = currentScrollTop <= 0 ? 0 : currentScrollTop;
+        } else if (currentScrollTop < lastScrollTop - scrollUpBuffer) {
+          showBackToTop();
+          lastScrollTop = currentScrollTop <= 0 ? 0 : currentScrollTop;
+        }
+
+        // Show the button at the bottom, hides it at the top
+        if (currentScrollTop <= 0) {
+          hideBackToTop();
+        } else if (
+          window.innerHeight + currentScrollTop >=
+          document.body.offsetHeight
+        ) {
+          showBackToTop();
+        }
+      },
+      false
+    );
+  }
+
+  function throttle(func, wait) {
+    var timeout;
+    return function () {
+      const context = this;
+      const args = arguments;
+      const later = function () {
+        clearTimeout(timeout);
+        timeout = null;
+        func.apply(context, args);
+      };
+
+      if (!timeout) {
+        timeout = setTimeout(later, wait);
+      }
+    };
+  }
+
+  function headerOffset() {
+    // Set an offset if there is are fixed top navbar
+    const headerEl = window.document.querySelector("header.fixed-top");
+    if (headerEl) {
+      return headerEl.clientHeight;
+    } else {
+      return 0;
+    }
+  }
+
+  function footerOffset() {
+    const footerEl = window.document.querySelector("footer.footer");
+    if (footerEl) {
+      return footerEl.clientHeight;
+    } else {
+      return 0;
+    }
+  }
+
+  function dashboardOffset() {
+    const dashboardNavEl = window.document.getElementById(
+      "quarto-dashboard-header"
+    );
+    if (dashboardNavEl !== null) {
+      return dashboardNavEl.clientHeight;
+    } else {
+      return 0;
+    }
+  }
+
+  function updateDocumentOffsetWithoutAnimation() {
+    updateDocumentOffset(false);
+  }
+
+  function updateDocumentOffset(animated) {
+    // set body offset
+    const topOffset = headerOffset();
+    const bodyOffset = topOffset + footerOffset() + dashboardOffset();
+    const bodyEl = window.document.body;
+    bodyEl.setAttribute("data-bs-offset", topOffset);
+    bodyEl.style.paddingTop = topOffset + "px";
+
+    // deal with sidebar offsets
+    const sidebars = window.document.querySelectorAll(
+      ".sidebar, .headroom-target"
+    );
+    sidebars.forEach((sidebar) => {
+      if (!animated) {
+        sidebar.classList.add("notransition");
+        // Remove the no transition class after the animation has time to complete
+        setTimeout(function () {
+          sidebar.classList.remove("notransition");
+        }, 201);
+      }
+
+      if (window.Headroom && sidebar.classList.contains("sidebar-unpinned")) {
+        sidebar.style.top = "0";
+        sidebar.style.maxHeight = "100vh";
+      } else {
+        sidebar.style.top = topOffset + "px";
+        sidebar.style.maxHeight = "calc(100vh - " + topOffset + "px)";
+      }
+    });
+
+    // allow space for footer
+    const mainContainer = window.document.querySelector(".quarto-container");
+    if (mainContainer) {
+      mainContainer.style.minHeight = "calc(100vh - " + bodyOffset + "px)";
+    }
+
+    // link offset
+    let linkStyle = window.document.querySelector("#quarto-target-style");
+    if (!linkStyle) {
+      linkStyle = window.document.createElement("style");
+      linkStyle.setAttribute("id", "quarto-target-style");
+      window.document.head.appendChild(linkStyle);
+    }
+    while (linkStyle.firstChild) {
+      linkStyle.removeChild(linkStyle.firstChild);
+    }
+    if (topOffset > 0) {
+      linkStyle.appendChild(
+        window.document.createTextNode(`
+      section:target::before {
+        content: "";
+        display: block;
+        height: ${topOffset}px;
+        margin: -${topOffset}px 0 0;
+      }`)
+      );
+    }
+    if (init) {
+      window.dispatchEvent(headroomChanged);
+    }
+    init = true;
+  }
+
+  // initialize headroom
+  var header = window.document.querySelector("#quarto-header");
+  if (header && window.Headroom) {
+    const headroom = new window.Headroom(header, {
+      tolerance: 5,
+      onPin: function () {
+        const sidebars = window.document.querySelectorAll(
+          ".sidebar, .headroom-target"
+        );
+        sidebars.forEach((sidebar) => {
+          sidebar.classList.remove("sidebar-unpinned");
+        });
+        updateDocumentOffset();
+      },
+      onUnpin: function () {
+        const sidebars = window.document.querySelectorAll(
+          ".sidebar, .headroom-target"
+        );
+        sidebars.forEach((sidebar) => {
+          sidebar.classList.add("sidebar-unpinned");
+        });
+        updateDocumentOffset();
+      },
+    });
+    headroom.init();
+
+    let frozen = false;
+    window.quartoToggleHeadroom = function () {
+      if (frozen) {
+        headroom.unfreeze();
+        frozen = false;
+      } else {
+        headroom.freeze();
+        frozen = true;
+      }
+    };
+  }
+
+  window.addEventListener(
+    "hashchange",
+    function (e) {
+      if (
+        getComputedStyle(document.documentElement).scrollBehavior !== "smooth"
+      ) {
+        window.scrollTo(0, window.pageYOffset - headerOffset());
+      }
+    },
+    false
+  );
+
+  // Observe size changed for the header
+  const headerEl = window.document.querySelector("header.fixed-top");
+  if (headerEl && window.ResizeObserver) {
+    const observer = new window.ResizeObserver(() => {
+      setTimeout(updateDocumentOffsetWithoutAnimation, 0);
+    });
+    observer.observe(headerEl, {
+      attributes: true,
+      childList: true,
+      characterData: true,
+    });
+  } else {
+    window.addEventListener(
+      "resize",
+      throttle(updateDocumentOffsetWithoutAnimation, 50)
+    );
+  }
+  setTimeout(updateDocumentOffsetWithoutAnimation, 250);
+
+  // fixup index.html links if we aren't on the filesystem
+  if (window.location.protocol !== "file:") {
+    const links = window.document.querySelectorAll("a");
+    for (let i = 0; i < links.length; i++) {
+      if (links[i].href) {
+        links[i].dataset.originalHref = links[i].href;
+        links[i].href = links[i].href.replace(/\/index\.html/, "/");
+      }
+    }
+
+    // Fixup any sharing links that require urls
+    // Append url to any sharing urls
+    const sharingLinks = window.document.querySelectorAll(
+      "a.sidebar-tools-main-item, a.quarto-navigation-tool, a.quarto-navbar-tools, a.quarto-navbar-tools-item"
+    );
+    for (let i = 0; i < sharingLinks.length; i++) {
+      const sharingLink = sharingLinks[i];
+      const href = sharingLink.getAttribute("href");
+      if (href) {
+        sharingLink.setAttribute(
+          "href",
+          href.replace("|url|", window.location.href)
+        );
+      }
+    }
+
+    // Scroll the active navigation item into view, if necessary
+    const navSidebar = window.document.querySelector("nav#quarto-sidebar");
+    if (navSidebar) {
+      // Find the active item
+      const activeItem = navSidebar.querySelector("li.sidebar-item a.active");
+      if (activeItem) {
+        // Wait for the scroll height and height to resolve by observing size changes on the
+        // nav element that is scrollable
+        const resizeObserver = new ResizeObserver((_entries) => {
+          // The bottom of the element
+          const elBottom = activeItem.offsetTop;
+          const viewBottom = navSidebar.scrollTop + navSidebar.clientHeight;
+
+          // The element height and scroll height are the same, then we are still loading
+          if (viewBottom !== navSidebar.scrollHeight) {
+            // Determine if the item isn't visible and scroll to it
+            if (elBottom >= viewBottom) {
+              navSidebar.scrollTop = elBottom;
+            }
+
+            // stop observing now since we've completed the scroll
+            resizeObserver.unobserve(navSidebar);
+          }
+        });
+        resizeObserver.observe(navSidebar);
+      }
+    }
+  }
+});
diff --git a/src/_site/site_libs/quarto-search/autocomplete.umd.js b/src/_site/site_libs/quarto-search/autocomplete.umd.js
new file mode 100644
index 0000000000000000000000000000000000000000..ae0063aa9ea872eb1f240ee64628a7ae0cd5b9de
--- /dev/null
+++ b/src/_site/site_libs/quarto-search/autocomplete.umd.js
@@ -0,0 +1,3 @@
+/*! @algolia/autocomplete-js 1.11.1 | MIT License | © Algolia, Inc. and contributors | https://github.com/algolia/autocomplete */
+!function(e,t){"object"==typeof exports&&"undefined"!=typeof module?t(exports):"function"==typeof define&&define.amd?define(["exports"],t):t((e="undefined"!=typeof globalThis?globalThis:e||self)["@algolia/autocomplete-js"]={})}(this,(function(e){"use strict";function t(e,t){var n=Object.keys(e);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(e);t&&(r=r.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),n.push.apply(n,r)}return n}function n(e){for(var n=1;n<arguments.length;n++){var r=null!=arguments[n]?arguments[n]:{};n%2?t(Object(r),!0).forEach((function(t){o(e,t,r[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(r)):t(Object(r)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(r,t))}))}return e}function r(e){return r="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(e){return typeof e}:function(e){return e&&"function"==typeof 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diff --git a/src/_site/site_libs/quarto-search/fuse.min.js b/src/_site/site_libs/quarto-search/fuse.min.js
new file mode 100644
index 0000000000000000000000000000000000000000..adc28356e2f591038d4e691cb5b418d7a490bfb1
--- /dev/null
+++ b/src/_site/site_libs/quarto-search/fuse.min.js
@@ -0,0 +1,9 @@
+/**
+ * Fuse.js v6.6.2 - Lightweight fuzzy-search (http://fusejs.io)
+ *
+ * Copyright (c) 2022 Kiro Risk (http://kiro.me)
+ * All Rights Reserved. Apache Software License 2.0
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ */
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t=e.startsWith(this.pattern);return{isMatch:t,score:t?0:1,indices:[0,this.pattern.length-1]}}}],[{key:"type",get:function(){return"prefix-exact"}},{key:"multiRegex",get:function(){return/^\^"(.*)"$/}},{key:"singleRegex",get:function(){return/^\^(.*)$/}}]),n}(z),J=function(e){a(n,e);var t=l(n);function n(e){return r(this,n),t.call(this,e)}return o(n,[{key:"search",value:function(e){var t=!e.startsWith(this.pattern);return{isMatch:t,score:t?0:1,indices:[0,e.length-1]}}}],[{key:"type",get:function(){return"inverse-prefix-exact"}},{key:"multiRegex",get:function(){return/^!\^"(.*)"$/}},{key:"singleRegex",get:function(){return/^!\^(.*)$/}}]),n}(z),U=function(e){a(n,e);var t=l(n);function n(e){return r(this,n),t.call(this,e)}return o(n,[{key:"search",value:function(e){var t=e.endsWith(this.pattern);return{isMatch:t,score:t?0:1,indices:[e.length-this.pattern.length,e.length-1]}}}],[{key:"type",get:function(){return"suffix-exact"}},{key:"multiRegex",get:function(){return/^"(.*)"\$$/}},{key:"singleRegex",get:function(){return/^(.*)\$$/}}]),n}(z),V=function(e){a(n,e);var t=l(n);function n(e){return r(this,n),t.call(this,e)}return o(n,[{key:"search",value:function(e){var t=!e.endsWith(this.pattern);return{isMatch:t,score:t?0:1,indices:[0,e.length-1]}}}],[{key:"type",get:function(){return"inverse-suffix-exact"}},{key:"multiRegex",get:function(){return/^!"(.*)"\$$/}},{key:"singleRegex",get:function(){return/^!(.*)\$$/}}]),n}(z),G=function(e){a(n,e);var t=l(n);function n(e){var i,o=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{},c=o.location,a=void 0===c?I.location:c,s=o.threshold,u=void 0===s?I.threshold:s,h=o.distance,l=void 0===h?I.distance:h,f=o.includeMatches,d=void 0===f?I.includeMatches:f,v=o.findAllMatches,g=void 0===v?I.findAllMatches:v,y=o.minMatchCharLength,p=void 0===y?I.minMatchCharLength:y,m=o.isCaseSensitive,k=void 0===m?I.isCaseSensitive:m,M=o.ignoreLocation,b=void 0===M?I.ignoreLocation:M;return r(this,n),(i=t.call(this,e))._bitapSearch=new T(e,{location:a,threshold:u,distance:l,includeMatches:d,findAllMatches:g,minMatchCharLength:p,isCaseSensitive:k,ignoreLocation:b}),i}return o(n,[{key:"search",value:function(e){return this._bitapSearch.searchIn(e)}}],[{key:"type",get:function(){return"fuzzy"}},{key:"multiRegex",get:function(){return/^"(.*)"$/}},{key:"singleRegex",get:function(){return/^(.*)$/}}]),n}(z),H=function(e){a(n,e);var t=l(n);function n(e){return r(this,n),t.call(this,e)}return o(n,[{key:"search",value:function(e){for(var t,n=0,r=[],i=this.pattern.length;(t=e.indexOf(this.pattern,n))>-1;)n=t+i,r.push([t,n-1]);var o=!!r.length;return{isMatch:o,score:o?0:1,indices:r}}}],[{key:"type",get:function(){return"include"}},{key:"multiRegex",get:function(){return/^'"(.*)"$/}},{key:"singleRegex",get:function(){return/^'(.*)$/}}]),n}(z),Q=[K,H,B,J,V,U,q,G],X=Q.length,Y=/ +(?=(?:[^\"]*\"[^\"]*\")*[^\"]*$)/;function Z(e){var t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};return e.split("|").map((function(e){for(var n=e.trim().split(Y).filter((function(e){return e&&!!e.trim()})),r=[],i=0,o=n.length;i<o;i+=1){for(var c=n[i],a=!1,s=-1;!a&&++s<X;){var u=Q[s],h=u.isMultiMatch(c);h&&(r.push(new u(h,t)),a=!0)}if(!a)for(s=-1;++s<X;){var l=Q[s],f=l.isSingleMatch(c);if(f){r.push(new l(f,t));break}}}return r}))}var ee=new Set([G.type,H.type]),te=function(){function e(t){var n=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{},i=n.isCaseSensitive,o=void 0===i?I.isCaseSensitive:i,c=n.includeMatches,a=void 0===c?I.includeMatches:c,s=n.minMatchCharLength,u=void 0===s?I.minMatchCharLength:s,h=n.ignoreLocation,l=void 0===h?I.ignoreLocation:h,f=n.findAllMatches,d=void 0===f?I.findAllMatches:f,v=n.location,g=void 0===v?I.location:v,y=n.threshold,p=void 0===y?I.threshold:y,m=n.distance,k=void 0===m?I.distance:m;r(this,e),this.query=null,this.options={isCaseSensitive:o,includeMatches:a,minMatchCharLength:u,findAllMatches:d,ignoreLocation:l,location:g,threshold:p,distance:k},this.pattern=o?t:t.toLowerCase(),this.query=Z(this.pattern,this.options)}return o(e,[{key:"searchIn",value:function(e){var t=this.query;if(!t)return{isMatch:!1,score:1};var n=this.options,r=n.includeMatches;e=n.isCaseSensitive?e:e.toLowerCase();for(var i=0,o=[],c=0,a=0,s=t.length;a<s;a+=1){var u=t[a];o.length=0,i=0;for(var h=0,l=u.length;h<l;h+=1){var d=u[h],v=d.search(e),g=v.isMatch,y=v.indices,p=v.score;if(!g){c=0,i=0,o.length=0;break}if(i+=1,c+=p,r){var m=d.constructor.type;ee.has(m)?o=[].concat(f(o),f(y)):o.push(y)}}if(i){var k={isMatch:!0,score:c/i};return r&&(k.indices=o),k}}return{isMatch:!1,score:1}}}],[{key:"condition",value:function(e,t){return t.useExtendedSearch}}]),e}(),ne=[];function re(e,t){for(var n=0,r=ne.length;n<r;n+=1){var i=ne[n];if(i.condition(e,t))return new i(e,t)}return new T(e,t)}var ie="$and",oe="$or",ce="$path",ae="$val",se=function(e){return!(!e[ie]&&!e[oe])},ue=function(e){return!!e[ce]},he=function(e){return!v(e)&&m(e)&&!se(e)},le=function(e){return c({},ie,Object.keys(e).map((function(t){return c({},t,e[t])})))};function fe(e,t){var n=t.ignoreFieldNorm,r=void 0===n?I.ignoreFieldNorm:n;e.forEach((function(e){var t=1;e.matches.forEach((function(e){var n=e.key,i=e.norm,o=e.score,c=n?n.weight:null;t*=Math.pow(0===o&&c?Number.EPSILON:o,(c||1)*(r?1:i))})),e.score=t}))}function de(e,t){var n=e.matches;t.matches=[],k(n)&&n.forEach((function(e){if(k(e.indices)&&e.indices.length){var n={indices:e.indices,value:e.value};e.key&&(n.key=e.key.src),e.idx>-1&&(n.refIndex=e.idx),t.matches.push(n)}}))}function ve(e,t){t.score=e.score}function ge(e,t){var n=arguments.length>2&&void 0!==arguments[2]?arguments[2]:{},r=n.includeMatches,i=void 0===r?I.includeMatches:r,o=n.includeScore,c=void 0===o?I.includeScore:o,a=[];return i&&a.push(de),c&&a.push(ve),e.map((function(e){var n=e.idx,r={item:t[n],refIndex:n};return a.length&&a.forEach((function(t){t(e,r)})),r}))}var ye=function(){function e(n){var i=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{},o=arguments.length>2?arguments[2]:void 0;r(this,e),this.options=t(t({},I),i),this.options.useExtendedSearch,this._keyStore=new S(this.options.keys),this.setCollection(n,o)}return o(e,[{key:"setCollection",value:function(e,t){if(this._docs=e,t&&!(t instanceof $))throw new Error("Incorrect 'index' type");this._myIndex=t||F(this.options.keys,this._docs,{getFn:this.options.getFn,fieldNormWeight:this.options.fieldNormWeight})}},{key:"add",value:function(e){k(e)&&(this._docs.push(e),this._myIndex.add(e))}},{key:"remove",value:function(){for(var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:function(){return!1},t=[],n=0,r=this._docs.length;n<r;n+=1){var i=this._docs[n];e(i,n)&&(this.removeAt(n),n-=1,r-=1,t.push(i))}return t}},{key:"removeAt",value:function(e){this._docs.splice(e,1),this._myIndex.removeAt(e)}},{key:"getIndex",value:function(){return this._myIndex}},{key:"search",value:function(e){var t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{},n=t.limit,r=void 0===n?-1:n,i=this.options,o=i.includeMatches,c=i.includeScore,a=i.shouldSort,s=i.sortFn,u=i.ignoreFieldNorm,h=g(e)?g(this._docs[0])?this._searchStringList(e):this._searchObjectList(e):this._searchLogical(e);return fe(h,{ignoreFieldNorm:u}),a&&h.sort(s),y(r)&&r>-1&&(h=h.slice(0,r)),ge(h,this._docs,{includeMatches:o,includeScore:c})}},{key:"_searchStringList",value:function(e){var t=re(e,this.options),n=this._myIndex.records,r=[];return n.forEach((function(e){var n=e.v,i=e.i,o=e.n;if(k(n)){var c=t.searchIn(n),a=c.isMatch,s=c.score,u=c.indices;a&&r.push({item:n,idx:i,matches:[{score:s,value:n,norm:o,indices:u}]})}})),r}},{key:"_searchLogical",value:function(e){var t=this,n=function(e,t){var n=(arguments.length>2&&void 0!==arguments[2]?arguments[2]:{}).auto,r=void 0===n||n,i=function e(n){var i=Object.keys(n),o=ue(n);if(!o&&i.length>1&&!se(n))return e(le(n));if(he(n)){var c=o?n[ce]:i[0],a=o?n[ae]:n[c];if(!g(a))throw new Error(x(c));var s={keyId:j(c),pattern:a};return r&&(s.searcher=re(a,t)),s}var u={children:[],operator:i[0]};return i.forEach((function(t){var r=n[t];v(r)&&r.forEach((function(t){u.children.push(e(t))}))})),u};return se(e)||(e=le(e)),i(e)}(e,this.options),r=function e(n,r,i){if(!n.children){var o=n.keyId,c=n.searcher,a=t._findMatches({key:t._keyStore.get(o),value:t._myIndex.getValueForItemAtKeyId(r,o),searcher:c});return a&&a.length?[{idx:i,item:r,matches:a}]:[]}for(var s=[],u=0,h=n.children.length;u<h;u+=1){var l=e(n.children[u],r,i);if(l.length)s.push.apply(s,f(l));else if(n.operator===ie)return[]}return s},i=this._myIndex.records,o={},c=[];return i.forEach((function(e){var t=e.$,i=e.i;if(k(t)){var a=r(n,t,i);a.length&&(o[i]||(o[i]={idx:i,item:t,matches:[]},c.push(o[i])),a.forEach((function(e){var t,n=e.matches;(t=o[i].matches).push.apply(t,f(n))})))}})),c}},{key:"_searchObjectList",value:function(e){var t=this,n=re(e,this.options),r=this._myIndex,i=r.keys,o=r.records,c=[];return o.forEach((function(e){var r=e.$,o=e.i;if(k(r)){var a=[];i.forEach((function(e,i){a.push.apply(a,f(t._findMatches({key:e,value:r[i],searcher:n})))})),a.length&&c.push({idx:o,item:r,matches:a})}})),c}},{key:"_findMatches",value:function(e){var t=e.key,n=e.value,r=e.searcher;if(!k(n))return[];var i=[];if(v(n))n.forEach((function(e){var n=e.v,o=e.i,c=e.n;if(k(n)){var a=r.searchIn(n),s=a.isMatch,u=a.score,h=a.indices;s&&i.push({score:u,key:t,value:n,idx:o,norm:c,indices:h})}}));else{var o=n.v,c=n.n,a=r.searchIn(o),s=a.isMatch,u=a.score,h=a.indices;s&&i.push({score:u,key:t,value:o,norm:c,indices:h})}return i}}]),e}();return ye.version="6.6.2",ye.createIndex=F,ye.parseIndex=function(e){var t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{},n=t.getFn,r=void 0===n?I.getFn:n,i=t.fieldNormWeight,o=void 0===i?I.fieldNormWeight:i,c=e.keys,a=e.records,s=new $({getFn:r,fieldNormWeight:o});return s.setKeys(c),s.setIndexRecords(a),s},ye.config=I,function(){ne.push.apply(ne,arguments)}(te),ye},"object"==typeof exports&&"undefined"!=typeof module?module.exports=t():"function"==typeof define&&define.amd?define(t):(e="undefined"!=typeof globalThis?globalThis:e||self).Fuse=t();
\ No newline at end of file
diff --git a/src/_site/site_libs/quarto-search/quarto-search.js b/src/_site/site_libs/quarto-search/quarto-search.js
new file mode 100644
index 0000000000000000000000000000000000000000..d788a9581279377b7798e76c8d79e19cac85ad8c
--- /dev/null
+++ b/src/_site/site_libs/quarto-search/quarto-search.js
@@ -0,0 +1,1290 @@
+const kQueryArg = "q";
+const kResultsArg = "show-results";
+
+// If items don't provide a URL, then both the navigator and the onSelect
+// function aren't called (and therefore, the default implementation is used)
+//
+// We're using this sentinel URL to signal to those handlers that this
+// item is a more item (along with the type) and can be handled appropriately
+const kItemTypeMoreHref = "0767FDFD-0422-4E5A-BC8A-3BE11E5BBA05";
+
+window.document.addEventListener("DOMContentLoaded", function (_event) {
+  // Ensure that search is available on this page. If it isn't,
+  // should return early and not do anything
+  var searchEl = window.document.getElementById("quarto-search");
+  if (!searchEl) return;
+
+  const { autocomplete } = window["@algolia/autocomplete-js"];
+
+  let quartoSearchOptions = {};
+  let language = {};
+  const searchOptionEl = window.document.getElementById(
+    "quarto-search-options"
+  );
+  if (searchOptionEl) {
+    const jsonStr = searchOptionEl.textContent;
+    quartoSearchOptions = JSON.parse(jsonStr);
+    language = quartoSearchOptions.language;
+  }
+
+  // note the search mode
+  if (quartoSearchOptions.type === "overlay") {
+    searchEl.classList.add("type-overlay");
+  } else {
+    searchEl.classList.add("type-textbox");
+  }
+
+  // Used to determine highlighting behavior for this page
+  // A `q` query param is expected when the user follows a search
+  // to this page
+  const currentUrl = new URL(window.location);
+  const query = currentUrl.searchParams.get(kQueryArg);
+  const showSearchResults = currentUrl.searchParams.get(kResultsArg);
+  const mainEl = window.document.querySelector("main");
+
+  // highlight matches on the page
+  if (query && mainEl) {
+    // perform any highlighting
+    highlight(escapeRegExp(query), mainEl);
+
+    // fix up the URL to remove the q query param
+    const replacementUrl = new URL(window.location);
+    replacementUrl.searchParams.delete(kQueryArg);
+    window.history.replaceState({}, "", replacementUrl);
+  }
+
+  // function to clear highlighting on the page when the search query changes
+  // (e.g. if the user edits the query or clears it)
+  let highlighting = true;
+  const resetHighlighting = (searchTerm) => {
+    if (mainEl && highlighting && query && searchTerm !== query) {
+      clearHighlight(query, mainEl);
+      highlighting = false;
+    }
+  };
+
+  // Clear search highlighting when the user scrolls sufficiently
+  const resetFn = () => {
+    resetHighlighting("");
+    window.removeEventListener("quarto-hrChanged", resetFn);
+    window.removeEventListener("quarto-sectionChanged", resetFn);
+  };
+
+  // Register this event after the initial scrolling and settling of events
+  // on the page
+  window.addEventListener("quarto-hrChanged", resetFn);
+  window.addEventListener("quarto-sectionChanged", resetFn);
+
+  // Responsively switch to overlay mode if the search is present on the navbar
+  // Note that switching the sidebar to overlay mode requires more coordinate (not just
+  // the media query since we generate different HTML for sidebar overlays than we do
+  // for sidebar input UI)
+  const detachedMediaQuery =
+    quartoSearchOptions.type === "overlay" ? "all" : "(max-width: 991px)";
+
+  // If configured, include the analytics client to send insights
+  const plugins = configurePlugins(quartoSearchOptions);
+
+  let lastState = null;
+  const { setIsOpen, setQuery, setCollections } = autocomplete({
+    container: searchEl,
+    detachedMediaQuery: detachedMediaQuery,
+    defaultActiveItemId: 0,
+    panelContainer: "#quarto-search-results",
+    panelPlacement: quartoSearchOptions["panel-placement"],
+    debug: false,
+    openOnFocus: true,
+    plugins,
+    classNames: {
+      form: "d-flex",
+    },
+    placeholder: language["search-text-placeholder"],
+    translations: {
+      clearButtonTitle: language["search-clear-button-title"],
+      detachedCancelButtonText: language["search-detached-cancel-button-title"],
+      submitButtonTitle: language["search-submit-button-title"],
+    },
+    initialState: {
+      query,
+    },
+    getItemUrl({ item }) {
+      return item.href;
+    },
+    onStateChange({ state }) {
+      // If this is a file URL, note that
+
+      // Perhaps reset highlighting
+      resetHighlighting(state.query);
+
+      // If the panel just opened, ensure the panel is positioned properly
+      if (state.isOpen) {
+        if (lastState && !lastState.isOpen) {
+          setTimeout(() => {
+            positionPanel(quartoSearchOptions["panel-placement"]);
+          }, 150);
+        }
+      }
+
+      // Perhaps show the copy link
+      showCopyLink(state.query, quartoSearchOptions);
+
+      lastState = state;
+    },
+    reshape({ sources, state }) {
+      return sources.map((source) => {
+        try {
+          const items = source.getItems();
+
+          // Validate the items
+          validateItems(items);
+
+          // group the items by document
+          const groupedItems = new Map();
+          items.forEach((item) => {
+            const hrefParts = item.href.split("#");
+            const baseHref = hrefParts[0];
+            const isDocumentItem = hrefParts.length === 1;
+
+            const items = groupedItems.get(baseHref);
+            if (!items) {
+              groupedItems.set(baseHref, [item]);
+            } else {
+              // If the href for this item matches the document
+              // exactly, place this item first as it is the item that represents
+              // the document itself
+              if (isDocumentItem) {
+                items.unshift(item);
+              } else {
+                items.push(item);
+              }
+              groupedItems.set(baseHref, items);
+            }
+          });
+
+          const reshapedItems = [];
+          let count = 1;
+          for (const [_key, value] of groupedItems) {
+            const firstItem = value[0];
+            reshapedItems.push({
+              ...firstItem,
+              type: kItemTypeDoc,
+            });
+
+            const collapseMatches = quartoSearchOptions["collapse-after"];
+            const collapseCount =
+              typeof collapseMatches === "number" ? collapseMatches : 1;
+
+            if (value.length > 1) {
+              const target = `search-more-${count}`;
+              const isExpanded =
+                state.context.expanded &&
+                state.context.expanded.includes(target);
+
+              const remainingCount = value.length - collapseCount;
+
+              for (let i = 1; i < value.length; i++) {
+                if (collapseMatches && i === collapseCount) {
+                  reshapedItems.push({
+                    target,
+                    title: isExpanded
+                      ? language["search-hide-matches-text"]
+                      : remainingCount === 1
+                      ? `${remainingCount} ${language["search-more-match-text"]}`
+                      : `${remainingCount} ${language["search-more-matches-text"]}`,
+                    type: kItemTypeMore,
+                    href: kItemTypeMoreHref,
+                  });
+                }
+
+                if (isExpanded || !collapseMatches || i < collapseCount) {
+                  reshapedItems.push({
+                    ...value[i],
+                    type: kItemTypeItem,
+                    target,
+                  });
+                }
+              }
+            }
+            count += 1;
+          }
+
+          return {
+            ...source,
+            getItems() {
+              return reshapedItems;
+            },
+          };
+        } catch (error) {
+          // Some form of error occurred
+          return {
+            ...source,
+            getItems() {
+              return [
+                {
+                  title: error.name || "An Error Occurred While Searching",
+                  text:
+                    error.message ||
+                    "An unknown error occurred while attempting to perform the requested search.",
+                  type: kItemTypeError,
+                },
+              ];
+            },
+          };
+        }
+      });
+    },
+    navigator: {
+      navigate({ itemUrl }) {
+        if (itemUrl !== offsetURL(kItemTypeMoreHref)) {
+          window.location.assign(itemUrl);
+        }
+      },
+      navigateNewTab({ itemUrl }) {
+        if (itemUrl !== offsetURL(kItemTypeMoreHref)) {
+          const windowReference = window.open(itemUrl, "_blank", "noopener");
+          if (windowReference) {
+            windowReference.focus();
+          }
+        }
+      },
+      navigateNewWindow({ itemUrl }) {
+        if (itemUrl !== offsetURL(kItemTypeMoreHref)) {
+          window.open(itemUrl, "_blank", "noopener");
+        }
+      },
+    },
+    getSources({ state, setContext, setActiveItemId, refresh }) {
+      return [
+        {
+          sourceId: "documents",
+          getItemUrl({ item }) {
+            if (item.href) {
+              return offsetURL(item.href);
+            } else {
+              return undefined;
+            }
+          },
+          onSelect({
+            item,
+            state,
+            setContext,
+            setIsOpen,
+            setActiveItemId,
+            refresh,
+          }) {
+            if (item.type === kItemTypeMore) {
+              toggleExpanded(item, state, setContext, setActiveItemId, refresh);
+
+              // Toggle more
+              setIsOpen(true);
+            }
+          },
+          getItems({ query }) {
+            if (query === null || query === "") {
+              return [];
+            }
+
+            const limit = quartoSearchOptions.limit;
+            if (quartoSearchOptions.algolia) {
+              return algoliaSearch(query, limit, quartoSearchOptions.algolia);
+            } else {
+              // Fuse search options
+              const fuseSearchOptions = {
+                isCaseSensitive: false,
+                shouldSort: true,
+                minMatchCharLength: 2,
+                limit: limit,
+              };
+
+              return readSearchData().then(function (fuse) {
+                return fuseSearch(query, fuse, fuseSearchOptions);
+              });
+            }
+          },
+          templates: {
+            noResults({ createElement }) {
+              const hasQuery = lastState.query;
+
+              return createElement(
+                "div",
+                {
+                  class: `quarto-search-no-results${
+                    hasQuery ? "" : " no-query"
+                  }`,
+                },
+                language["search-no-results-text"]
+              );
+            },
+            header({ items, createElement }) {
+              // count the documents
+              const count = items.filter((item) => {
+                return item.type === kItemTypeDoc;
+              }).length;
+
+              if (count > 0) {
+                return createElement(
+                  "div",
+                  { class: "search-result-header" },
+                  `${count} ${language["search-matching-documents-text"]}`
+                );
+              } else {
+                return createElement(
+                  "div",
+                  { class: "search-result-header-no-results" },
+                  ``
+                );
+              }
+            },
+            footer({ _items, createElement }) {
+              if (
+                quartoSearchOptions.algolia &&
+                quartoSearchOptions.algolia["show-logo"]
+              ) {
+                const libDir = quartoSearchOptions.algolia["libDir"];
+                const logo = createElement("img", {
+                  src: offsetURL(
+                    `${libDir}/quarto-search/search-by-algolia.svg`
+                  ),
+                  class: "algolia-search-logo",
+                });
+                return createElement(
+                  "a",
+                  { href: "http://www.algolia.com/" },
+                  logo
+                );
+              }
+            },
+
+            item({ item, createElement }) {
+              return renderItem(
+                item,
+                createElement,
+                state,
+                setActiveItemId,
+                setContext,
+                refresh,
+                quartoSearchOptions
+              );
+            },
+          },
+        },
+      ];
+    },
+  });
+
+  window.quartoOpenSearch = () => {
+    setIsOpen(false);
+    setIsOpen(true);
+    focusSearchInput();
+  };
+
+  document.addEventListener("keyup", (event) => {
+    const { key } = event;
+    const kbds = quartoSearchOptions["keyboard-shortcut"];
+    const focusedEl = document.activeElement;
+
+    const isFormElFocused = [
+      "input",
+      "select",
+      "textarea",
+      "button",
+      "option",
+    ].find((tag) => {
+      return focusedEl.tagName.toLowerCase() === tag;
+    });
+
+    if (
+      kbds &&
+      kbds.includes(key) &&
+      !isFormElFocused &&
+      !document.activeElement.isContentEditable
+    ) {
+      event.preventDefault();
+      window.quartoOpenSearch();
+    }
+  });
+
+  // Remove the labeleledby attribute since it is pointing
+  // to a non-existent label
+  if (quartoSearchOptions.type === "overlay") {
+    const inputEl = window.document.querySelector(
+      "#quarto-search .aa-Autocomplete"
+    );
+    if (inputEl) {
+      inputEl.removeAttribute("aria-labelledby");
+    }
+  }
+
+  function throttle(func, wait) {
+    let waiting = false;
+    return function () {
+      if (!waiting) {
+        func.apply(this, arguments);
+        waiting = true;
+        setTimeout(function () {
+          waiting = false;
+        }, wait);
+      }
+    };
+  }
+
+  // If the main document scrolls dismiss the search results
+  // (otherwise, since they're floating in the document they can scroll with the document)
+  window.document.body.onscroll = throttle(() => {
+    // Only do this if we're not detached
+    // Bug #7117
+    // This will happen when the keyboard is shown on ios (resulting in a scroll)
+    // which then closed the search UI
+    if (!window.matchMedia(detachedMediaQuery).matches) {
+      setIsOpen(false);
+    }
+  }, 50);
+
+  if (showSearchResults) {
+    setIsOpen(true);
+    focusSearchInput();
+  }
+});
+
+function configurePlugins(quartoSearchOptions) {
+  const autocompletePlugins = [];
+  const algoliaOptions = quartoSearchOptions.algolia;
+  if (
+    algoliaOptions &&
+    algoliaOptions["analytics-events"] &&
+    algoliaOptions["search-only-api-key"] &&
+    algoliaOptions["application-id"]
+  ) {
+    const apiKey = algoliaOptions["search-only-api-key"];
+    const appId = algoliaOptions["application-id"];
+
+    // Aloglia insights may not be loaded because they require cookie consent
+    // Use deferred loading so events will start being recorded when/if consent
+    // is granted.
+    const algoliaInsightsDeferredPlugin = deferredLoadPlugin(() => {
+      if (
+        window.aa &&
+        window["@algolia/autocomplete-plugin-algolia-insights"]
+      ) {
+        window.aa("init", {
+          appId,
+          apiKey,
+          useCookie: true,
+        });
+
+        const { createAlgoliaInsightsPlugin } =
+          window["@algolia/autocomplete-plugin-algolia-insights"];
+        // Register the insights client
+        const algoliaInsightsPlugin = createAlgoliaInsightsPlugin({
+          insightsClient: window.aa,
+          onItemsChange({ insights, insightsEvents }) {
+            const events = insightsEvents.flatMap((event) => {
+              // This API limits the number of items per event to 20
+              const chunkSize = 20;
+              const itemChunks = [];
+              const eventItems = event.items;
+              for (let i = 0; i < eventItems.length; i += chunkSize) {
+                itemChunks.push(eventItems.slice(i, i + chunkSize));
+              }
+              // Split the items into multiple events that can be sent
+              const events = itemChunks.map((items) => {
+                return {
+                  ...event,
+                  items,
+                };
+              });
+              return events;
+            });
+
+            for (const event of events) {
+              insights.viewedObjectIDs(event);
+            }
+          },
+        });
+        return algoliaInsightsPlugin;
+      }
+    });
+
+    // Add the plugin
+    autocompletePlugins.push(algoliaInsightsDeferredPlugin);
+    return autocompletePlugins;
+  }
+}
+
+// For plugins that may not load immediately, create a wrapper
+// plugin and forward events and plugin data once the plugin
+// is initialized. This is useful for cases like cookie consent
+// which may prevent the analytics insights event plugin from initializing
+// immediately.
+function deferredLoadPlugin(createPlugin) {
+  let plugin = undefined;
+  let subscribeObj = undefined;
+  const wrappedPlugin = () => {
+    if (!plugin && subscribeObj) {
+      plugin = createPlugin();
+      if (plugin && plugin.subscribe) {
+        plugin.subscribe(subscribeObj);
+      }
+    }
+    return plugin;
+  };
+
+  return {
+    subscribe: (obj) => {
+      subscribeObj = obj;
+    },
+    onStateChange: (obj) => {
+      const plugin = wrappedPlugin();
+      if (plugin && plugin.onStateChange) {
+        plugin.onStateChange(obj);
+      }
+    },
+    onSubmit: (obj) => {
+      const plugin = wrappedPlugin();
+      if (plugin && plugin.onSubmit) {
+        plugin.onSubmit(obj);
+      }
+    },
+    onReset: (obj) => {
+      const plugin = wrappedPlugin();
+      if (plugin && plugin.onReset) {
+        plugin.onReset(obj);
+      }
+    },
+    getSources: (obj) => {
+      const plugin = wrappedPlugin();
+      if (plugin && plugin.getSources) {
+        return plugin.getSources(obj);
+      } else {
+        return Promise.resolve([]);
+      }
+    },
+    data: (obj) => {
+      const plugin = wrappedPlugin();
+      if (plugin && plugin.data) {
+        plugin.data(obj);
+      }
+    },
+  };
+}
+
+function validateItems(items) {
+  // Validate the first item
+  if (items.length > 0) {
+    const item = items[0];
+    const missingFields = [];
+    if (item.href == undefined) {
+      missingFields.push("href");
+    }
+    if (!item.title == undefined) {
+      missingFields.push("title");
+    }
+    if (!item.text == undefined) {
+      missingFields.push("text");
+    }
+
+    if (missingFields.length === 1) {
+      throw {
+        name: `Error: Search index is missing the <code>${missingFields[0]}</code> field.`,
+        message: `The items being returned for this search do not include all the required fields. Please ensure that your index items include the <code>${missingFields[0]}</code> field or use <code>index-fields</code> in your <code>_quarto.yml</code> file to specify the field names.`,
+      };
+    } else if (missingFields.length > 1) {
+      const missingFieldList = missingFields
+        .map((field) => {
+          return `<code>${field}</code>`;
+        })
+        .join(", ");
+
+      throw {
+        name: `Error: Search index is missing the following fields: ${missingFieldList}.`,
+        message: `The items being returned for this search do not include all the required fields. Please ensure that your index items includes the following fields: ${missingFieldList}, or use <code>index-fields</code> in your <code>_quarto.yml</code> file to specify the field names.`,
+      };
+    }
+  }
+}
+
+let lastQuery = null;
+function showCopyLink(query, options) {
+  const language = options.language;
+  lastQuery = query;
+  // Insert share icon
+  const inputSuffixEl = window.document.body.querySelector(
+    ".aa-Form .aa-InputWrapperSuffix"
+  );
+
+  if (inputSuffixEl) {
+    let copyButtonEl = window.document.body.querySelector(
+      ".aa-Form .aa-InputWrapperSuffix .aa-CopyButton"
+    );
+
+    if (copyButtonEl === null) {
+      copyButtonEl = window.document.createElement("button");
+      copyButtonEl.setAttribute("class", "aa-CopyButton");
+      copyButtonEl.setAttribute("type", "button");
+      copyButtonEl.setAttribute("title", language["search-copy-link-title"]);
+      copyButtonEl.onmousedown = (e) => {
+        e.preventDefault();
+        e.stopPropagation();
+      };
+
+      const linkIcon = "bi-clipboard";
+      const checkIcon = "bi-check2";
+
+      const shareIconEl = window.document.createElement("i");
+      shareIconEl.setAttribute("class", `bi ${linkIcon}`);
+      copyButtonEl.appendChild(shareIconEl);
+      inputSuffixEl.prepend(copyButtonEl);
+
+      const clipboard = new window.ClipboardJS(".aa-CopyButton", {
+        text: function (_trigger) {
+          const copyUrl = new URL(window.location);
+          copyUrl.searchParams.set(kQueryArg, lastQuery);
+          copyUrl.searchParams.set(kResultsArg, "1");
+          return copyUrl.toString();
+        },
+      });
+      clipboard.on("success", function (e) {
+        // Focus the input
+
+        // button target
+        const button = e.trigger;
+        const icon = button.querySelector("i.bi");
+
+        // flash "checked"
+        icon.classList.add(checkIcon);
+        icon.classList.remove(linkIcon);
+        setTimeout(function () {
+          icon.classList.remove(checkIcon);
+          icon.classList.add(linkIcon);
+        }, 1000);
+      });
+    }
+
+    // If there is a query, show the link icon
+    if (copyButtonEl) {
+      if (lastQuery && options["copy-button"]) {
+        copyButtonEl.style.display = "flex";
+      } else {
+        copyButtonEl.style.display = "none";
+      }
+    }
+  }
+}
+
+/* Search Index Handling */
+// create the index
+var fuseIndex = undefined;
+var shownWarning = false;
+
+// fuse index options
+const kFuseIndexOptions = {
+  keys: [
+    { name: "title", weight: 20 },
+    { name: "section", weight: 20 },
+    { name: "text", weight: 10 },
+  ],
+  ignoreLocation: true,
+  threshold: 0.1,
+};
+
+async function readSearchData() {
+  // Initialize the search index on demand
+  if (fuseIndex === undefined) {
+    if (window.location.protocol === "file:" && !shownWarning) {
+      window.alert(
+        "Search requires JavaScript features disabled when running in file://... URLs. In order to use search, please run this document in a web server."
+      );
+      shownWarning = true;
+      return;
+    }
+    const fuse = new window.Fuse([], kFuseIndexOptions);
+
+    // fetch the main search.json
+    const response = await fetch(offsetURL("search.json"));
+    if (response.status == 200) {
+      return response.json().then(function (searchDocs) {
+        searchDocs.forEach(function (searchDoc) {
+          fuse.add(searchDoc);
+        });
+        fuseIndex = fuse;
+        return fuseIndex;
+      });
+    } else {
+      return Promise.reject(
+        new Error(
+          "Unexpected status from search index request: " + response.status
+        )
+      );
+    }
+  }
+
+  return fuseIndex;
+}
+
+function inputElement() {
+  return window.document.body.querySelector(".aa-Form .aa-Input");
+}
+
+function focusSearchInput() {
+  setTimeout(() => {
+    const inputEl = inputElement();
+    if (inputEl) {
+      inputEl.focus();
+    }
+  }, 50);
+}
+
+/* Panels */
+const kItemTypeDoc = "document";
+const kItemTypeMore = "document-more";
+const kItemTypeItem = "document-item";
+const kItemTypeError = "error";
+
+function renderItem(
+  item,
+  createElement,
+  state,
+  setActiveItemId,
+  setContext,
+  refresh,
+  quartoSearchOptions
+) {
+  switch (item.type) {
+    case kItemTypeDoc:
+      return createDocumentCard(
+        createElement,
+        "file-richtext",
+        item.title,
+        item.section,
+        item.text,
+        item.href,
+        item.crumbs,
+        quartoSearchOptions
+      );
+    case kItemTypeMore:
+      return createMoreCard(
+        createElement,
+        item,
+        state,
+        setActiveItemId,
+        setContext,
+        refresh
+      );
+    case kItemTypeItem:
+      return createSectionCard(
+        createElement,
+        item.section,
+        item.text,
+        item.href
+      );
+    case kItemTypeError:
+      return createErrorCard(createElement, item.title, item.text);
+    default:
+      return undefined;
+  }
+}
+
+function createDocumentCard(
+  createElement,
+  icon,
+  title,
+  section,
+  text,
+  href,
+  crumbs,
+  quartoSearchOptions
+) {
+  const iconEl = createElement("i", {
+    class: `bi bi-${icon} search-result-icon`,
+  });
+  const titleEl = createElement("p", { class: "search-result-title" }, title);
+  const titleContents = [iconEl, titleEl];
+  const showParent = quartoSearchOptions["show-item-context"];
+  if (crumbs && showParent) {
+    let crumbsOut = undefined;
+    const crumbClz = ["search-result-crumbs"];
+    if (showParent === "root") {
+      crumbsOut = crumbs.length > 1 ? crumbs[0] : undefined;
+    } else if (showParent === "parent") {
+      crumbsOut = crumbs.length > 1 ? crumbs[crumbs.length - 2] : undefined;
+    } else {
+      crumbsOut = crumbs.length > 1 ? crumbs.join(" > ") : undefined;
+      crumbClz.push("search-result-crumbs-wrap");
+    }
+
+    const crumbEl = createElement(
+      "p",
+      { class: crumbClz.join(" ") },
+      crumbsOut
+    );
+    titleContents.push(crumbEl);
+  }
+
+  const titleContainerEl = createElement(
+    "div",
+    { class: "search-result-title-container" },
+    titleContents
+  );
+
+  const textEls = [];
+  if (section) {
+    const sectionEl = createElement(
+      "p",
+      { class: "search-result-section" },
+      section
+    );
+    textEls.push(sectionEl);
+  }
+  const descEl = createElement("p", {
+    class: "search-result-text",
+    dangerouslySetInnerHTML: {
+      __html: text,
+    },
+  });
+  textEls.push(descEl);
+
+  const textContainerEl = createElement(
+    "div",
+    { class: "search-result-text-container" },
+    textEls
+  );
+
+  const containerEl = createElement(
+    "div",
+    {
+      class: "search-result-container",
+    },
+    [titleContainerEl, textContainerEl]
+  );
+
+  const linkEl = createElement(
+    "a",
+    {
+      href: offsetURL(href),
+      class: "search-result-link",
+    },
+    containerEl
+  );
+
+  const classes = ["search-result-doc", "search-item"];
+  if (!section) {
+    classes.push("document-selectable");
+  }
+
+  return createElement(
+    "div",
+    {
+      class: classes.join(" "),
+    },
+    linkEl
+  );
+}
+
+function createMoreCard(
+  createElement,
+  item,
+  state,
+  setActiveItemId,
+  setContext,
+  refresh
+) {
+  const moreCardEl = createElement(
+    "div",
+    {
+      class: "search-result-more search-item",
+      onClick: (e) => {
+        // Handle expanding the sections by adding the expanded
+        // section to the list of expanded sections
+        toggleExpanded(item, state, setContext, setActiveItemId, refresh);
+        e.stopPropagation();
+      },
+    },
+    item.title
+  );
+
+  return moreCardEl;
+}
+
+function toggleExpanded(item, state, setContext, setActiveItemId, refresh) {
+  const expanded = state.context.expanded || [];
+  if (expanded.includes(item.target)) {
+    setContext({
+      expanded: expanded.filter((target) => target !== item.target),
+    });
+  } else {
+    setContext({ expanded: [...expanded, item.target] });
+  }
+
+  refresh();
+  setActiveItemId(item.__autocomplete_id);
+}
+
+function createSectionCard(createElement, section, text, href) {
+  const sectionEl = createSection(createElement, section, text, href);
+  return createElement(
+    "div",
+    {
+      class: "search-result-doc-section search-item",
+    },
+    sectionEl
+  );
+}
+
+function createSection(createElement, title, text, href) {
+  const descEl = createElement("p", {
+    class: "search-result-text",
+    dangerouslySetInnerHTML: {
+      __html: text,
+    },
+  });
+
+  const titleEl = createElement("p", { class: "search-result-section" }, title);
+  const linkEl = createElement(
+    "a",
+    {
+      href: offsetURL(href),
+      class: "search-result-link",
+    },
+    [titleEl, descEl]
+  );
+  return linkEl;
+}
+
+function createErrorCard(createElement, title, text) {
+  const descEl = createElement("p", {
+    class: "search-error-text",
+    dangerouslySetInnerHTML: {
+      __html: text,
+    },
+  });
+
+  const titleEl = createElement("p", {
+    class: "search-error-title",
+    dangerouslySetInnerHTML: {
+      __html: `<i class="bi bi-exclamation-circle search-error-icon"></i> ${title}`,
+    },
+  });
+  const errorEl = createElement("div", { class: "search-error" }, [
+    titleEl,
+    descEl,
+  ]);
+  return errorEl;
+}
+
+function positionPanel(pos) {
+  const panelEl = window.document.querySelector(
+    "#quarto-search-results .aa-Panel"
+  );
+  const inputEl = window.document.querySelector(
+    "#quarto-search .aa-Autocomplete"
+  );
+
+  if (panelEl && inputEl) {
+    panelEl.style.top = `${Math.round(panelEl.offsetTop)}px`;
+    if (pos === "start") {
+      panelEl.style.left = `${Math.round(inputEl.left)}px`;
+    } else {
+      panelEl.style.right = `${Math.round(inputEl.offsetRight)}px`;
+    }
+  }
+}
+
+/* Highlighting */
+// highlighting functions
+function highlightMatch(query, text) {
+  if (text) {
+    const start = text.toLowerCase().indexOf(query.toLowerCase());
+    if (start !== -1) {
+      const startMark = "<mark class='search-match'>";
+      const endMark = "</mark>";
+
+      const end = start + query.length;
+      text =
+        text.slice(0, start) +
+        startMark +
+        text.slice(start, end) +
+        endMark +
+        text.slice(end);
+      const startInfo = clipStart(text, start);
+      const endInfo = clipEnd(
+        text,
+        startInfo.position + startMark.length + endMark.length
+      );
+      text =
+        startInfo.prefix +
+        text.slice(startInfo.position, endInfo.position) +
+        endInfo.suffix;
+
+      return text;
+    } else {
+      return text;
+    }
+  } else {
+    return text;
+  }
+}
+
+function clipStart(text, pos) {
+  const clipStart = pos - 50;
+  if (clipStart < 0) {
+    // This will just return the start of the string
+    return {
+      position: 0,
+      prefix: "",
+    };
+  } else {
+    // We're clipping before the start of the string, walk backwards to the first space.
+    const spacePos = findSpace(text, pos, -1);
+    return {
+      position: spacePos.position,
+      prefix: "",
+    };
+  }
+}
+
+function clipEnd(text, pos) {
+  const clipEnd = pos + 200;
+  if (clipEnd > text.length) {
+    return {
+      position: text.length,
+      suffix: "",
+    };
+  } else {
+    const spacePos = findSpace(text, clipEnd, 1);
+    return {
+      position: spacePos.position,
+      suffix: spacePos.clipped ? "…" : "",
+    };
+  }
+}
+
+function findSpace(text, start, step) {
+  let stepPos = start;
+  while (stepPos > -1 && stepPos < text.length) {
+    const char = text[stepPos];
+    if (char === " " || char === "," || char === ":") {
+      return {
+        position: step === 1 ? stepPos : stepPos - step,
+        clipped: stepPos > 1 && stepPos < text.length,
+      };
+    }
+    stepPos = stepPos + step;
+  }
+
+  return {
+    position: stepPos - step,
+    clipped: false,
+  };
+}
+
+// removes highlighting as implemented by the mark tag
+function clearHighlight(searchterm, el) {
+  const childNodes = el.childNodes;
+  for (let i = childNodes.length - 1; i >= 0; i--) {
+    const node = childNodes[i];
+    if (node.nodeType === Node.ELEMENT_NODE) {
+      if (
+        node.tagName === "MARK" &&
+        node.innerText.toLowerCase() === searchterm.toLowerCase()
+      ) {
+        el.replaceChild(document.createTextNode(node.innerText), node);
+      } else {
+        clearHighlight(searchterm, node);
+      }
+    }
+  }
+}
+
+function escapeRegExp(string) {
+  return string.replace(/[.*+?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string
+}
+
+// highlight matches
+function highlight(term, el) {
+  const termRegex = new RegExp(term, "ig");
+  const childNodes = el.childNodes;
+
+  // walk back to front avoid mutating elements in front of us
+  for (let i = childNodes.length - 1; i >= 0; i--) {
+    const node = childNodes[i];
+
+    if (node.nodeType === Node.TEXT_NODE) {
+      // Search text nodes for text to highlight
+      const text = node.nodeValue;
+
+      let startIndex = 0;
+      let matchIndex = text.search(termRegex);
+      if (matchIndex > -1) {
+        const markFragment = document.createDocumentFragment();
+        while (matchIndex > -1) {
+          const prefix = text.slice(startIndex, matchIndex);
+          markFragment.appendChild(document.createTextNode(prefix));
+
+          const mark = document.createElement("mark");
+          mark.appendChild(
+            document.createTextNode(
+              text.slice(matchIndex, matchIndex + term.length)
+            )
+          );
+          markFragment.appendChild(mark);
+
+          startIndex = matchIndex + term.length;
+          matchIndex = text.slice(startIndex).search(new RegExp(term, "ig"));
+          if (matchIndex > -1) {
+            matchIndex = startIndex + matchIndex;
+          }
+        }
+        if (startIndex < text.length) {
+          markFragment.appendChild(
+            document.createTextNode(text.slice(startIndex, text.length))
+          );
+        }
+
+        el.replaceChild(markFragment, node);
+      }
+    } else if (node.nodeType === Node.ELEMENT_NODE) {
+      // recurse through elements
+      highlight(term, node);
+    }
+  }
+}
+
+/* Link Handling */
+// get the offset from this page for a given site root relative url
+function offsetURL(url) {
+  var offset = getMeta("quarto:offset");
+  return offset ? offset + url : url;
+}
+
+// read a meta tag value
+function getMeta(metaName) {
+  var metas = window.document.getElementsByTagName("meta");
+  for (let i = 0; i < metas.length; i++) {
+    if (metas[i].getAttribute("name") === metaName) {
+      return metas[i].getAttribute("content");
+    }
+  }
+  return "";
+}
+
+function algoliaSearch(query, limit, algoliaOptions) {
+  const { getAlgoliaResults } = window["@algolia/autocomplete-preset-algolia"];
+
+  const applicationId = algoliaOptions["application-id"];
+  const searchOnlyApiKey = algoliaOptions["search-only-api-key"];
+  const indexName = algoliaOptions["index-name"];
+  const indexFields = algoliaOptions["index-fields"];
+  const searchClient = window.algoliasearch(applicationId, searchOnlyApiKey);
+  const searchParams = algoliaOptions["params"];
+  const searchAnalytics = !!algoliaOptions["analytics-events"];
+
+  return getAlgoliaResults({
+    searchClient,
+    queries: [
+      {
+        indexName: indexName,
+        query,
+        params: {
+          hitsPerPage: limit,
+          clickAnalytics: searchAnalytics,
+          ...searchParams,
+        },
+      },
+    ],
+    transformResponse: (response) => {
+      if (!indexFields) {
+        return response.hits.map((hit) => {
+          return hit.map((item) => {
+            return {
+              ...item,
+              text: highlightMatch(query, item.text),
+            };
+          });
+        });
+      } else {
+        const remappedHits = response.hits.map((hit) => {
+          return hit.map((item) => {
+            const newItem = { ...item };
+            ["href", "section", "title", "text", "crumbs"].forEach(
+              (keyName) => {
+                const mappedName = indexFields[keyName];
+                if (
+                  mappedName &&
+                  item[mappedName] !== undefined &&
+                  mappedName !== keyName
+                ) {
+                  newItem[keyName] = item[mappedName];
+                  delete newItem[mappedName];
+                }
+              }
+            );
+            newItem.text = highlightMatch(query, newItem.text);
+            return newItem;
+          });
+        });
+        return remappedHits;
+      }
+    },
+  });
+}
+
+let subSearchTerm = undefined;
+let subSearchFuse = undefined;
+const kFuseMaxWait = 125;
+
+async function fuseSearch(query, fuse, fuseOptions) {
+  let index = fuse;
+  // Fuse.js using the Bitap algorithm for text matching which runs in
+  // O(nm) time (no matter the structure of the text). In our case this
+  // means that long search terms mixed with large index gets very slow
+  //
+  // This injects a subIndex that will be used once the terms get long enough
+  // Usually making this subindex is cheap since there will typically be
+  // a subset of results matching the existing query
+  if (subSearchFuse !== undefined && query.startsWith(subSearchTerm)) {
+    // Use the existing subSearchFuse
+    index = subSearchFuse;
+  } else if (subSearchFuse !== undefined) {
+    // The term changed, discard the existing fuse
+    subSearchFuse = undefined;
+    subSearchTerm = undefined;
+  }
+
+  // Search using the active fuse
+  const then = performance.now();
+  const resultsRaw = await index.search(query, fuseOptions);
+  const now = performance.now();
+
+  const results = resultsRaw.map((result) => {
+    const addParam = (url, name, value) => {
+      const anchorParts = url.split("#");
+      const baseUrl = anchorParts[0];
+      const sep = baseUrl.search("\\?") > 0 ? "&" : "?";
+      anchorParts[0] = baseUrl + sep + name + "=" + value;
+      return anchorParts.join("#");
+    };
+
+    return {
+      title: result.item.title,
+      section: result.item.section,
+      href: addParam(result.item.href, kQueryArg, query),
+      text: highlightMatch(query, result.item.text),
+      crumbs: result.item.crumbs,
+    };
+  });
+
+  // If we don't have a subfuse and the query is long enough, go ahead
+  // and create a subfuse to use for subsequent queries
+  if (
+    now - then > kFuseMaxWait &&
+    subSearchFuse === undefined &&
+    resultsRaw.length < fuseOptions.limit
+  ) {
+    subSearchTerm = query;
+    subSearchFuse = new window.Fuse([], kFuseIndexOptions);
+    resultsRaw.forEach((rr) => {
+      subSearchFuse.add(rr.item);
+    });
+  }
+  return results;
+}
diff --git a/src/_site/site_libs/revealjs/dist/reset.css b/src/_site/site_libs/revealjs/dist/reset.css
new file mode 100644
index 0000000000000000000000000000000000000000..e2385390fcfc822ff958ef79065dfc52963f646b
--- /dev/null
+++ b/src/_site/site_libs/revealjs/dist/reset.css
@@ -0,0 +1,30 @@
+/* http://meyerweb.com/eric/tools/css/reset/
+   v4.0 | 20180602
+   License: none (public domain)
+*/
+
+html, body, div, span, applet, object, iframe,
+h1, h2, h3, h4, h5, h6, p, blockquote, pre,
+a, abbr, acronym, address, big, cite, code,
+del, dfn, em, img, ins, kbd, q, s, samp,
+small, strike, strong, sub, sup, tt, var,
+b, u, i, center,
+dl, dt, dd, ol, ul, li,
+fieldset, form, label, legend,
+table, caption, tbody, tfoot, thead, tr, th, td,
+article, aside, canvas, details, embed,
+figure, figcaption, footer, header, hgroup,
+main, menu, nav, output, ruby, section, summary,
+time, mark, audio, video {
+  margin: 0;
+  padding: 0;
+  border: 0;
+  font-size: 100%;
+  font: inherit;
+  vertical-align: baseline;
+}
+/* HTML5 display-role reset for older browsers */
+article, aside, details, figcaption, figure,
+footer, header, hgroup, main, menu, nav, section {
+  display: block;
+}
\ No newline at end of file
diff --git a/src/_site/site_libs/revealjs/dist/reveal.css b/src/_site/site_libs/revealjs/dist/reveal.css
new file mode 100644
index 0000000000000000000000000000000000000000..869289eed2085ed959e4a8f1c95be6450abf02fb
--- /dev/null
+++ b/src/_site/site_libs/revealjs/dist/reveal.css
@@ -0,0 +1,8 @@
+/*!
+* reveal.js 5.1.0
+* https://revealjs.com
+* MIT licensed
+*
+* Copyright (C) 2011-2024 Hakim El Hattab, https://hakim.se
+*/
+.reveal .r-stretch,.reveal .stretch{max-width:none;max-height:none}.reveal pre.r-stretch code,.reveal pre.stretch code{height:100%;max-height:100%;box-sizing:border-box}.reveal .r-fit-text{display:inline-block;white-space:nowrap}.reveal .r-stack{display:grid;grid-template-rows:100%}.reveal .r-stack>*{grid-area:1/1;margin:auto}.reveal .r-hstack,.reveal .r-vstack{display:flex}.reveal .r-hstack img,.reveal .r-hstack video,.reveal .r-vstack img,.reveal .r-vstack video{min-width:0;min-height:0;object-fit:contain}.reveal .r-vstack{flex-direction:column;align-items:center;justify-content:center}.reveal .r-hstack{flex-direction:row;align-items:center;justify-content:center}.reveal .items-stretch{align-items:stretch}.reveal .items-start{align-items:flex-start}.reveal .items-center{align-items:center}.reveal .items-end{align-items:flex-end}.reveal .justify-between{justify-content:space-between}.reveal .justify-around{justify-content:space-around}.reveal 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diff --git a/src/_site/site_libs/revealjs/dist/reveal.esm.js b/src/_site/site_libs/revealjs/dist/reveal.esm.js
new file mode 100644
index 0000000000000000000000000000000000000000..60411ac123109fa0a96b3607e68fc579a9c33fbc
--- /dev/null
+++ b/src/_site/site_libs/revealjs/dist/reveal.esm.js
@@ -0,0 +1,9 @@
+/*!
+* reveal.js 5.1.0
+* https://revealjs.com
+* MIT licensed
+*
+* Copyright (C) 2011-2024 Hakim El Hattab, https://hakim.se
+*/
+const e=(e,t)=>{for(let i in t)e[i]=t[i];return e},t=(e,t)=>Array.from(e.querySelectorAll(t)),i=(e,t,i)=>{i?e.classList.add(t):e.classList.remove(t)},s=e=>{if("string"==typeof e){if("null"===e)return null;if("true"===e)return!0;if("false"===e)return!1;if(e.match(/^-?[\d\.]+$/))return parseFloat(e)}return e},a=(e,t)=>{e.style.transform=t},n=(e,t)=>{let i=e.matches||e.matchesSelector||e.msMatchesSelector;return!(!i||!i.call(e,t))},r=(e,t)=>{if("function"==typeof e.closest)return e.closest(t);for(;e;){if(n(e,t))return e;e=e.parentNode}return null},o=e=>{let t=(e=e||document.documentElement).requestFullscreen||e.webkitRequestFullscreen||e.webkitRequestFullScreen||e.mozRequestFullScreen||e.msRequestFullscreen;t&&t.apply(e)},l=e=>{let t=document.createElement("style");return t.type="text/css",e&&e.length>0&&(t.styleSheet?t.styleSheet.cssText=e:t.appendChild(document.createTextNode(e))),document.head.appendChild(t),t},d=()=>{let 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s=e.match(/^rgb\s*\(\s*(\d+)\s*,\s*(\d+)\s*,\s*(\d+)\s*\)$/i);if(s)return{r:parseInt(s[1],10),g:parseInt(s[2],10),b:parseInt(s[3],10)};let a=e.match(/^rgba\s*\(\s*(\d+)\s*,\s*(\d+)\s*,\s*(\d+)\s*\,\s*([\d]+|[\d]*.[\d]+)\s*\)$/i);return a?{r:parseInt(a[1],10),g:parseInt(a[2],10),b:parseInt(a[3],10),a:parseFloat(a[4])}:null};class R{constructor(e){this.Reveal=e}render(){this.element=document.createElement("div"),this.element.className="backgrounds",this.Reveal.getRevealElement().appendChild(this.element)}create(){this.element.innerHTML="",this.element.classList.add("no-transition"),this.Reveal.getHorizontalSlides().forEach((e=>{let 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s.className="slide-background-content",i.appendChild(s),t.appendChild(i),e.slideBackgroundElement=i,e.slideBackgroundContentElement=s,this.sync(e),i}sync(e){const t=e.slideBackgroundElement,i=e.slideBackgroundContentElement,s={background:e.getAttribute("data-background"),backgroundSize:e.getAttribute("data-background-size"),backgroundImage:e.getAttribute("data-background-image"),backgroundVideo:e.getAttribute("data-background-video"),backgroundIframe:e.getAttribute("data-background-iframe"),backgroundColor:e.getAttribute("data-background-color"),backgroundGradient:e.getAttribute("data-background-gradient"),backgroundRepeat:e.getAttribute("data-background-repeat"),backgroundPosition:e.getAttribute("data-background-position"),backgroundTransition:e.getAttribute("data-background-transition"),backgroundOpacity:e.getAttribute("data-background-opacity")},a=e.hasAttribute("data-preload");e.classList.remove("has-dark-background"),e.classList.remove("has-light-background"),t.removeAttribute("data-loaded"),t.removeAttribute("data-background-hash"),t.removeAttribute("data-background-size"),t.removeAttribute("data-background-transition"),t.style.backgroundColor="",i.style.backgroundSize="",i.style.backgroundRepeat="",i.style.backgroundPosition="",i.style.backgroundImage="",i.style.opacity="",i.innerHTML="",s.background&&(/^(http|file|\/\/)/gi.test(s.background)||/\.(svg|png|jpg|jpeg|gif|bmp|webp)([?#\s]|$)/gi.test(s.background)?e.setAttribute("data-background-image",s.background):t.style.background=s.background),(s.background||s.backgroundColor||s.backgroundGradient||s.backgroundImage||s.backgroundVideo||s.backgroundIframe)&&t.setAttribute("data-background-hash",s.background+s.backgroundSize+s.backgroundImage+s.backgroundVideo+s.backgroundIframe+s.backgroundColor+s.backgroundGradient+s.backgroundRepeat+s.backgroundPosition+s.backgroundTransition+s.backgroundOpacity),s.backgroundSize&&t.setAttribute("data-background-size",s.backgroundSize),s.backgroundColor&&(t.style.backgroundColor=s.backgroundColor),s.backgroundGradient&&(t.style.backgroundImage=s.backgroundGradient),s.backgroundTransition&&t.setAttribute("data-background-transition",s.backgroundTransition),a&&t.setAttribute("data-preload",""),s.backgroundSize&&(i.style.backgroundSize=s.backgroundSize),s.backgroundRepeat&&(i.style.backgroundRepeat=s.backgroundRepeat),s.backgroundPosition&&(i.style.backgroundPosition=s.backgroundPosition),s.backgroundOpacity&&(i.style.opacity=s.backgroundOpacity);const n=this.getContrastClass(e);"string"==typeof n&&e.classList.add(n)}getContrastClass(e){const t=e.slideBackgroundElement;let i=e.getAttribute("data-background-color");if(!i||!A(i)){let e=window.getComputedStyle(t);e&&e.backgroundColor&&(i=e.backgroundColor)}if(i){const e=A(i);if(e&&0!==e.a)return"string"==typeof(s=i)&&(s=A(s)),(s?(299*s.r+587*s.g+114*s.b)/1e3:null)<128?"has-dark-background":"has-light-background"}var s;return null}bubbleSlideContrastClassToElement(e,t){["has-light-background","has-dark-background"].forEach((i=>{e.classList.contains(i)?t.classList.add(i):t.classList.remove(i)}),this)}update(e=!1){let i=this.Reveal.getConfig(),s=this.Reveal.getCurrentSlide(),a=this.Reveal.getIndices(),n=null,r=i.rtl?"future":"past",o=i.rtl?"past":"future";if(Array.from(this.element.childNodes).forEach(((i,s)=>{i.classList.remove("past","present","future"),s<a.h?i.classList.add(r):s>a.h?i.classList.add(o):(i.classList.add("present"),n=i),(e||s===a.h)&&t(i,".slide-background").forEach(((e,t)=>{e.classList.remove("past","present","future");const i="number"==typeof a.v?a.v:0;t<i?e.classList.add("past"):t>i?e.classList.add("future"):(e.classList.add("present"),s===a.h&&(n=e))}))})),this.previousBackground&&!this.previousBackground.closest("body")&&(this.previousBackground=null),n&&this.previousBackground){let e=this.previousBackground.getAttribute("data-background-hash"),t=n.getAttribute("data-background-hash");if(t&&t===e&&n!==this.previousBackground){this.element.classList.add("no-transition");const e=n.querySelector("video"),t=this.previousBackground.querySelector("video");if(e&&t){const i=e.parentNode;t.parentNode.appendChild(e),i.appendChild(t)}}}if(this.previousBackground&&this.Reveal.slideContent.stopEmbeddedContent(this.previousBackground,{unloadIframes:!this.Reveal.slideContent.shouldPreload(this.previousBackground)}),n){this.Reveal.slideContent.startEmbeddedContent(n);let e=n.querySelector(".slide-background-content");if(e){let t=e.style.backgroundImage||"";/\.gif/i.test(t)&&(e.style.backgroundImage="",window.getComputedStyle(e).opacity,e.style.backgroundImage=t)}this.previousBackground=n}s&&this.bubbleSlideContrastClassToElement(s,this.Reveal.getRevealElement()),setTimeout((()=>{this.element.classList.remove("no-transition")}),10)}updateParallax(){let e=this.Reveal.getIndices();if(this.Reveal.getConfig().parallaxBackgroundImage){let t,i,s=this.Reveal.getHorizontalSlides(),a=this.Reveal.getVerticalSlides(),n=this.element.style.backgroundSize.split(" ");1===n.length?t=i=parseInt(n[0],10):(t=parseInt(n[0],10),i=parseInt(n[1],10));let r,o,l=this.element.offsetWidth,d=s.length;r="number"==typeof this.Reveal.getConfig().parallaxBackgroundHorizontal?this.Reveal.getConfig().parallaxBackgroundHorizontal:d>1?(t-l)/(d-1):0,o=r*e.h*-1;let c,h,u=this.element.offsetHeight,g=a.length;c="number"==typeof this.Reveal.getConfig().parallaxBackgroundVertical?this.Reveal.getConfig().parallaxBackgroundVertical:(i-u)/(g-1),h=g>0?c*e.v:0,this.element.style.backgroundPosition=o+"px "+-h+"px"}}destroy(){this.element.remove()}}let k=0;class L{constructor(e){this.Reveal=e}run(e,t){this.reset();let i=this.Reveal.getSlides(),s=i.indexOf(t),a=i.indexOf(e);if(e&&t&&e.hasAttribute("data-auto-animate")&&t.hasAttribute("data-auto-animate")&&e.getAttribute("data-auto-animate-id")===t.getAttribute("data-auto-animate-id")&&!(s>a?t:e).hasAttribute("data-auto-animate-restart")){this.autoAnimateStyleSheet=this.autoAnimateStyleSheet||l();let 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r=this.getAutoAnimatableProperties("from",e,i),o=this.getAutoAnimatableProperties("to",t,i);if(t.classList.contains("fragment")&&(delete o.styles.opacity,e.classList.contains("fragment"))){(e.className.match(w)||[""])[0]===(t.className.match(w)||[""])[0]&&"forward"===s.slideDirection&&t.classList.add("visible","disabled")}if(!1!==i.translate||!1!==i.scale){let e=this.Reveal.getScale(),t={x:(r.x-o.x)/e,y:(r.y-o.y)/e,scaleX:r.width/o.width,scaleY:r.height/o.height};t.x=Math.round(1e3*t.x)/1e3,t.y=Math.round(1e3*t.y)/1e3,t.scaleX=Math.round(1e3*t.scaleX)/1e3,t.scaleX=Math.round(1e3*t.scaleX)/1e3;let s=!1!==i.translate&&(0!==t.x||0!==t.y),a=!1!==i.scale&&(0!==t.scaleX||0!==t.scaleY);if(s||a){let e=[];s&&e.push(`translate(${t.x}px, ${t.y}px)`),a&&e.push(`scale(${t.scaleX}, ${t.scaleY})`),r.styles.transform=e.join(" "),r.styles["transform-origin"]="top left",o.styles.transform="none"}}for(let e in o.styles){const t=o.styles[e],i=r.styles[e];t===i?delete o.styles[e]:(!0===t.explicitValue&&(o.styles[e]=t.value),!0===i.explicitValue&&(r.styles[e]=i.value))}let l="",d=Object.keys(o.styles);if(d.length>0){r.styles.transition="none",o.styles.transition=`all ${n.duration}s ${n.easing} ${n.delay}s`,o.styles["transition-property"]=d.join(", "),o.styles["will-change"]=d.join(", "),l='[data-auto-animate-target="'+a+'"] {'+Object.keys(r.styles).map((e=>e+": "+r.styles[e]+" !important;")).join("")+'}[data-auto-animate="running"] [data-auto-animate-target="'+a+'"] {'+Object.keys(o.styles).map((e=>e+": "+o.styles[e]+" !important;")).join("")+"}"}return l}getAutoAnimateOptions(t,i){let s={easing:this.Reveal.getConfig().autoAnimateEasing,duration:this.Reveal.getConfig().autoAnimateDuration,delay:0};if(s=e(s,i),t.parentNode){let e=r(t.parentNode,"[data-auto-animate-target]");e&&(s=this.getAutoAnimateOptions(e,s))}return t.dataset.autoAnimateEasing&&(s.easing=t.dataset.autoAnimateEasing),t.dataset.autoAnimateDuration&&(s.duration=parseFloat(t.dataset.autoAnimateDuration)),t.dataset.autoAnimateDelay&&(s.delay=parseFloat(t.dataset.autoAnimateDelay)),s}getAutoAnimatableProperties(e,t,i){let s=this.Reveal.getConfig(),a={styles:[]};if(!1!==i.translate||!1!==i.scale){let e;if("function"==typeof i.measure)e=i.measure(t);else if(s.center)e=t.getBoundingClientRect();else{let i=this.Reveal.getScale();e={x:t.offsetLeft*i,y:t.offsetTop*i,width:t.offsetWidth*i,height:t.offsetHeight*i}}a.x=e.x,a.y=e.y,a.width=e.width,a.height=e.height}const n=getComputedStyle(t);return(i.styles||s.autoAnimateStyles).forEach((t=>{let i;"string"==typeof t&&(t={property:t}),void 0!==t.from&&"from"===e?i={value:t.from,explicitValue:!0}:void 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iframe",(e=>e.nodeName+":::"+(e.getAttribute("src")||e.getAttribute("data-src")))),this.findAutoAnimateMatches(i,e,t,"pre",(e=>e.nodeName+":::"+e.innerText)),i.forEach((e=>{n(e.from,s)?e.options={scale:!1}:n(e.from,"pre")&&(e.options={scale:!1,styles:["width","height"]},this.findAutoAnimateMatches(i,e.from,e.to,".hljs .hljs-ln-code",(e=>e.textContent),{scale:!1,styles:[],measure:this.getLocalBoundingBox.bind(this)}),this.findAutoAnimateMatches(i,e.from,e.to,".hljs .hljs-ln-numbers[data-line-number]",(e=>e.getAttribute("data-line-number")),{scale:!1,styles:["width"],measure:this.getLocalBoundingBox.bind(this)}))}),this),i}getLocalBoundingBox(e){const t=this.Reveal.getScale();return{x:Math.round(e.offsetLeft*t*100)/100,y:Math.round(e.offsetTop*t*100)/100,width:Math.round(e.offsetWidth*t*100)/100,height:Math.round(e.offsetHeight*t*100)/100}}findAutoAnimateMatches(e,t,i,s,a,n){let r={},o={};[].slice.call(t.querySelectorAll(s)).forEach(((e,t)=>{const i=a(e);"string"==typeof i&&i.length&&(r[i]=r[i]||[],r[i].push(e))})),[].slice.call(i.querySelectorAll(s)).forEach(((t,i)=>{const s=a(t);let l;if(o[s]=o[s]||[],o[s].push(t),r[s]){const e=o[s].length-1,t=r[s].length-1;r[s][e]?(l=r[s][e],r[s][e]=null):r[s][t]&&(l=r[s][t],r[s][t]=null)}l&&e.push({from:l,to:t,options:n})}))}getUnmatchedAutoAnimateElements(e){return[].slice.call(e.children).reduce(((e,t)=>{const i=t.querySelector("[data-auto-animate-target]");return t.hasAttribute("data-auto-animate-target")||i||e.push(t),t.querySelector("[data-auto-animate-target]")&&(e=e.concat(this.getUnmatchedAutoAnimateElements(t))),e}),[])}}class C{constructor(e){this.Reveal=e,this.active=!1,this.activatedCallbacks=[],this.onScroll=this.onScroll.bind(this)}activate(){if(this.active)return;const e=this.Reveal.getState();this.active=!0,this.slideHTMLBeforeActivation=this.Reveal.getSlidesElement().innerHTML;const i=t(this.Reveal.getRevealElement(),f),s=t(this.Reveal.getRevealElement(),".backgrounds>.slide-background");let a;this.viewportElement.classList.add("loading-scroll-mode","reveal-scroll");const n=window.getComputedStyle(this.viewportElement);n&&n.background&&(a=n.background);const r=[],o=i[0].parentNode;let l;const d=(e,t,i,n)=>{let o;if(l&&this.Reveal.shouldAutoAnimateBetween(l,e))o=document.createElement("div"),o.className="scroll-page-content scroll-auto-animate-page",o.style.display="none",l.closest(".scroll-page-content").parentNode.appendChild(o);else{const e=document.createElement("div");if(e.className="scroll-page",r.push(e),n&&s.length>t){const i=s[t],n=window.getComputedStyle(i);n&&n.background?e.style.background=n.background:a&&(e.style.background=a)}else a&&(e.style.background=a);const 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e=this.Reveal.getState();this.active=!1,this.viewportElement.removeEventListener("scroll",this.onScroll),this.viewportElement.classList.remove("reveal-scroll"),this.removeProgressBar(),this.Reveal.getSlidesElement().innerHTML=this.slideHTMLBeforeActivation,this.Reveal.sync(),this.Reveal.setState(e),this.slideHTMLBeforeActivation=null}toggle(e){"boolean"==typeof e?e?this.activate():this.deactivate():this.isActive()?this.deactivate():this.activate()}isActive(){return 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t=(e.clientY-this.progressBarInner.getBoundingClientRect().top)/this.progressBarHeight;t=Math.max(Math.min(t,1),0),this.viewportElement.scrollTop=t*(this.viewportElement.scrollHeight-this.viewportElement.offsetHeight)},t=i=>{this.draggingProgressBar=!1,this.showProgressBar(),document.removeEventListener("mousemove",e),document.removeEventListener("mouseup",t)};this.progressBarInner.addEventListener("mousedown",(i=>{i.preventDefault(),this.draggingProgressBar=!0,document.addEventListener("mousemove",e),document.addEventListener("mouseup",t),e(i)}))}removeProgressBar(){this.progressBar&&(this.progressBar.remove(),this.progressBar=null)}layout(){this.isActive()&&(this.syncPages(),this.syncScrollPosition())}syncPages(){const e=this.Reveal.getConfig(),t=this.Reveal.getComputedSlideSize(window.innerWidth,window.innerHeight),i=this.Reveal.getScale(),s="compact"===e.scrollLayout,a=this.viewportElement.offsetHeight,n=t.height*i,r=s?n:a;this.scrollTriggerHeight=s?n:a,this.viewportElement.style.setProperty("--page-height",r+"px"),this.viewportElement.style.scrollSnapType="string"==typeof e.scrollSnap?`y ${e.scrollSnap}`:"",this.slideTriggers=[];const o=Array.from(this.Reveal.getRevealElement().querySelectorAll(".scroll-page"));this.pages=o.map((i=>{const n=this.createPage({pageElement:i,slideElement:i.querySelector("section"),stickyElement:i.querySelector(".scroll-page-sticky"),contentElement:i.querySelector(".scroll-page-content"),backgroundElement:i.querySelector(".slide-background"),autoAnimateElements:i.querySelectorAll(".scroll-auto-animate-page"),autoAnimatePages:[]});n.pageElement.style.setProperty("--slide-height",!0===e.center?"auto":t.height+"px"),this.slideTriggers.push({page:n,activate:()=>this.activatePage(n),deactivate:()=>this.deactivatePage(n)}),this.createFragmentTriggersForPage(n),n.autoAnimateElements.length>0&&this.createAutoAnimateTriggersForPage(n);let o=Math.max(n.scrollTriggers.length-1,0);o+=n.autoAnimatePages.reduce(((e,t)=>e+Math.max(t.scrollTriggers.length-1,0)),n.autoAnimatePages.length),n.pageElement.querySelectorAll(".scroll-snap-point").forEach((e=>e.remove()));for(let e=0;e<o+1;e++){const t=document.createElement("div");t.className="scroll-snap-point",t.style.height=this.scrollTriggerHeight+"px",t.style.scrollSnapAlign=s?"center":"start",n.pageElement.appendChild(t),0===e&&(t.style.marginTop=-this.scrollTriggerHeight+"px")}return s&&n.scrollTriggers.length>0?(n.pageHeight=a,n.pageElement.style.setProperty("--page-height",a+"px")):(n.pageHeight=r,n.pageElement.style.removeProperty("--page-height")),n.scrollPadding=this.scrollTriggerHeight*o,n.totalHeight=n.pageHeight+n.scrollPadding,n.pageElement.style.setProperty("--page-scroll-padding",n.scrollPadding+"px"),o>0?(n.stickyElement.style.position="sticky",n.stickyElement.style.top=Math.max((a-n.pageHeight)/2,0)+"px"):(n.stickyElement.style.position="relative",n.pageElement.style.scrollSnapAlign=n.pageHeight<a?"center":"start"),n})),this.setTriggerRanges(),this.viewportElement.setAttribute("data-scrollbar",e.scrollProgress),e.scrollProgress&&this.totalScrollTriggerCount>1?(this.progressBar||this.createProgressBar(),this.syncProgressBar()):this.removeProgressBar()}setTriggerRanges(){this.totalScrollTriggerCount=this.slideTriggers.reduce(((e,t)=>e+Math.max(t.page.scrollTriggers.length,1)),0);let e=0;this.slideTriggers.forEach(((t,i)=>{t.range=[e,e+Math.max(t.page.scrollTriggers.length,1)/this.totalScrollTriggerCount];const s=(t.range[1]-t.range[0])/t.page.scrollTriggers.length;t.page.scrollTriggers.forEach(((t,i)=>{t.range=[e+i*s,e+(i+1)*s]})),e=t.range[1]}))}createFragmentTriggersForPage(e,t){t=t||e.slideElement;const i=this.Reveal.fragments.sort(t.querySelectorAll(".fragment"),!0);return i.length&&(e.fragments=this.Reveal.fragments.sort(t.querySelectorAll(".fragment:not(.disabled)")),e.scrollTriggers.push({activate:()=>{this.Reveal.fragments.update(-1,e.fragments,t)}}),i.forEach(((i,s)=>{e.scrollTriggers.push({activate:()=>{this.Reveal.fragments.update(s,e.fragments,t)}})}))),e.scrollTriggers.length}createAutoAnimateTriggersForPage(e){e.autoAnimateElements.length>0&&this.slideTriggers.push(...Array.from(e.autoAnimateElements).map(((t,i)=>{let s=this.createPage({slideElement:t.querySelector("section"),contentElement:t,backgroundElement:t.querySelector(".slide-background")});return this.createFragmentTriggersForPage(s,s.slideElement),e.autoAnimatePages.push(s),{page:s,activate:()=>this.activatePage(s),deactivate:()=>this.deactivatePage(s)}})))}createPage(e){return e.scrollTriggers=[],e.indexh=parseInt(e.slideElement.getAttribute("data-index-h"),10),e.indexv=parseInt(e.slideElement.getAttribute("data-index-v"),10),e}syncProgressBar(){this.progressBarInner.querySelectorAll(".scrollbar-slide").forEach((e=>e.remove()));const e=this.viewportElement.scrollHeight,t=this.viewportElement.offsetHeight,i=t/e;this.progressBarHeight=this.progressBarInner.offsetHeight,this.playheadHeight=Math.max(i*this.progressBarHeight,8),this.progressBarScrollableHeight=this.progressBarHeight-this.playheadHeight;const s=t/e*this.progressBarHeight,a=Math.min(s/8,4);this.progressBarPlayhead.style.height=this.playheadHeight-a+"px",s>6?this.slideTriggers.forEach((e=>{const{page:t}=e;t.progressBarSlide=document.createElement("div"),t.progressBarSlide.className="scrollbar-slide",t.progressBarSlide.style.top=e.range[0]*this.progressBarHeight+"px",t.progressBarSlide.style.height=(e.range[1]-e.range[0])*this.progressBarHeight-a+"px",t.progressBarSlide.classList.toggle("has-triggers",t.scrollTriggers.length>0),this.progressBarInner.appendChild(t.progressBarSlide),t.scrollTriggerElements=t.scrollTriggers.map(((i,s)=>{const n=document.createElement("div");return n.className="scrollbar-trigger",n.style.top=(i.range[0]-e.range[0])*this.progressBarHeight+"px",n.style.height=(i.range[1]-i.range[0])*this.progressBarHeight-a+"px",t.progressBarSlide.appendChild(n),0===s&&(n.style.display="none"),n}))})):this.pages.forEach((e=>e.progressBarSlide=null))}syncScrollPosition(){const e=this.viewportElement.offsetHeight,t=e/this.viewportElement.scrollHeight,i=this.viewportElement.scrollTop,s=this.viewportElement.scrollHeight-e,a=Math.max(Math.min(i/s,1),0),n=Math.max(Math.min((i+e/2)/this.viewportElement.scrollHeight,1),0);let r;this.slideTriggers.forEach((e=>{const{page:i}=e;a>=e.range[0]-2*t&&a<=e.range[1]+2*t&&!i.loaded?(i.loaded=!0,this.Reveal.slideContent.load(i.slideElement)):i.loaded&&(i.loaded=!1,this.Reveal.slideContent.unload(i.slideElement)),a>=e.range[0]&&a<=e.range[1]?(this.activateTrigger(e),r=e.page):e.active&&this.deactivateTrigger(e)})),r&&r.scrollTriggers.forEach((e=>{n>=e.range[0]&&n<=e.range[1]?this.activateTrigger(e):e.active&&this.deactivateTrigger(e)})),this.setProgressBarValue(i/(this.viewportElement.scrollHeight-e))}setProgressBarValue(e){this.progressBar&&(this.progressBarPlayhead.style.transform=`translateY(${e*this.progressBarScrollableHeight}px)`,this.getAllPages().filter((e=>e.progressBarSlide)).forEach((e=>{e.progressBarSlide.classList.toggle("active",!0===e.active),e.scrollTriggers.forEach(((t,i)=>{e.scrollTriggerElements[i].classList.toggle("active",!0===e.active&&!0===t.active)}))})),this.showProgressBar())}showProgressBar(){this.progressBar.classList.add("visible"),clearTimeout(this.hideProgressBarTimeout),"auto"!==this.Reveal.getConfig().scrollProgress||this.draggingProgressBar||(this.hideProgressBarTimeout=setTimeout((()=>{this.progressBar&&this.progressBar.classList.remove("visible")}),500))}prev(){this.viewportElement.scrollTop-=this.scrollTriggerHeight}next(){this.viewportElement.scrollTop+=this.scrollTriggerHeight}scrollToSlide(e){if(this.active){const t=this.getScrollTriggerBySlide(e);t&&(this.viewportElement.scrollTop=t.range[0]*(this.viewportElement.scrollHeight-this.viewportElement.offsetHeight))}else this.activatedCallbacks.push((()=>this.scrollToSlide(e)))}storeScrollPosition(){clearTimeout(this.storeScrollPositionTimeout),this.storeScrollPositionTimeout=setTimeout((()=>{sessionStorage.setItem("reveal-scroll-top",this.viewportElement.scrollTop),sessionStorage.setItem("reveal-scroll-origin",location.origin+location.pathname),this.storeScrollPositionTimeout=null}),50)}restoreScrollPosition(){const e=sessionStorage.getItem("reveal-scroll-top"),t=sessionStorage.getItem("reveal-scroll-origin");e&&t===location.origin+location.pathname&&(this.viewportElement.scrollTop=parseInt(e,10))}activatePage(e){if(!e.active){e.active=!0;const{slideElement:t,backgroundElement:i,contentElement:s,indexh:a,indexv:n}=e;s.style.display="block",t.classList.add("present"),i&&i.classList.add("present"),this.Reveal.setCurrentScrollPage(t,a,n),this.Reveal.backgrounds.bubbleSlideContrastClassToElement(t,this.viewportElement),Array.from(s.parentNode.querySelectorAll(".scroll-page-content")).forEach((e=>{e!==s&&(e.style.display="none")}))}}deactivatePage(e){e.active&&(e.active=!1,e.slideElement&&e.slideElement.classList.remove("present"),e.backgroundElement&&e.backgroundElement.classList.remove("present"))}activateTrigger(e){e.active||(e.active=!0,e.activate())}deactivateTrigger(e){e.active&&(e.active=!1,e.deactivate&&e.deactivate())}getSlideByIndices(e,t){const i=this.getAllPages().find((i=>i.indexh===e&&i.indexv===t));return i?i.slideElement:null}getScrollTriggerBySlide(e){return this.slideTriggers.find((t=>t.page.slideElement===e))}getAllPages(){return this.pages.flatMap((e=>[e,...e.autoAnimatePages||[]]))}onScroll(){this.syncScrollPosition(),this.storeScrollPosition()}get viewportElement(){return this.Reveal.getViewportElement()}}class x{constructor(e){this.Reveal=e}async activate(){const e=this.Reveal.getConfig(),i=t(this.Reveal.getRevealElement(),m),s=e.slideNumber&&/all|print/i.test(e.showSlideNumber),a=this.Reveal.getComputedSlideSize(window.innerWidth,window.innerHeight),n=Math.floor(a.width*(1+e.margin)),r=Math.floor(a.height*(1+e.margin)),o=a.width,d=a.height;await new Promise(requestAnimationFrame),l("@page{size:"+n+"px "+r+"px; margin: 0px;}"),l(".reveal section>img, .reveal section>video, .reveal section>iframe{max-width: "+o+"px; max-height:"+d+"px}"),document.documentElement.classList.add("reveal-print","print-pdf"),document.body.style.width=n+"px",document.body.style.height=r+"px";const c=this.Reveal.getViewportElement();let h;if(c){const e=window.getComputedStyle(c);e&&e.background&&(h=e.background)}await new Promise(requestAnimationFrame),this.Reveal.layoutSlideContents(o,d),await new Promise(requestAnimationFrame);const u=i.map((e=>e.scrollHeight)),g=[],p=i[0].parentNode;let v=1;i.forEach((function(i,a){if(!1===i.classList.contains("stack")){let l=(n-o)/2,c=(r-d)/2;const p=u[a];let m=Math.max(Math.ceil(p/r),1);m=Math.min(m,e.pdfMaxPagesPerSlide),(1===m&&e.center||i.classList.contains("center"))&&(c=Math.max((r-p)/2,0));const f=document.createElement("div");if(g.push(f),f.className="pdf-page",f.style.height=(r+e.pdfPageHeightOffset)*m+"px",h&&(f.style.background=h),f.appendChild(i),i.style.left=l+"px",i.style.top=c+"px",i.style.width=o+"px",this.Reveal.slideContent.layout(i),i.slideBackgroundElement&&f.insertBefore(i.slideBackgroundElement,i),e.showNotes){const t=this.Reveal.getSlideNotes(i);if(t){const i=8,s="string"==typeof e.showNotes?e.showNotes:"inline",a=document.createElement("div");a.classList.add("speaker-notes"),a.classList.add("speaker-notes-pdf"),a.setAttribute("data-layout",s),a.innerHTML=t,"separate-page"===s?g.push(a):(a.style.left=i+"px",a.style.bottom=i+"px",a.style.width=n-2*i+"px",f.appendChild(a))}}if(s){const e=document.createElement("div");e.classList.add("slide-number"),e.classList.add("slide-number-pdf"),e.innerHTML=v++,f.appendChild(e)}if(e.pdfSeparateFragments){const e=this.Reveal.fragments.sort(f.querySelectorAll(".fragment"),!0);let t;e.forEach((function(e,i){t&&t.forEach((function(e){e.classList.remove("current-fragment")})),e.forEach((function(e){e.classList.add("visible","current-fragment")}),this);const a=f.cloneNode(!0);if(s){const e=i+1;a.querySelector(".slide-number-pdf").innerHTML+="."+e}g.push(a),t=e}),this),e.forEach((function(e){e.forEach((function(e){e.classList.remove("visible","current-fragment")}))}))}else t(f,".fragment:not(.fade-out)").forEach((function(e){e.classList.add("visible")}))}}),this),await new Promise(requestAnimationFrame),g.forEach((e=>p.appendChild(e))),this.Reveal.slideContent.layout(this.Reveal.getSlidesElement()),this.Reveal.dispatchEvent({type:"pdf-ready"}),c.classList.remove("loading-scroll-mode")}isActive(){return"print"===this.Reveal.getConfig().view}}class P{constructor(e){this.Reveal=e}configure(e,t){!1===e.fragments?this.disable():!1===t.fragments&&this.enable()}disable(){t(this.Reveal.getSlidesElement(),".fragment").forEach((e=>{e.classList.add("visible"),e.classList.remove("current-fragment")}))}enable(){t(this.Reveal.getSlidesElement(),".fragment").forEach((e=>{e.classList.remove("visible"),e.classList.remove("current-fragment")}))}availableRoutes(){let e=this.Reveal.getCurrentSlide();if(e&&this.Reveal.getConfig().fragments){let t=e.querySelectorAll(".fragment:not(.disabled)"),i=e.querySelectorAll(".fragment:not(.disabled):not(.visible)");return{prev:t.length-i.length>0,next:!!i.length}}return{prev:!1,next:!1}}sort(e,t=!1){e=Array.from(e);let i=[],s=[],a=[];e.forEach((e=>{if(e.hasAttribute("data-fragment-index")){let t=parseInt(e.getAttribute("data-fragment-index"),10);i[t]||(i[t]=[]),i[t].push(e)}else s.push([e])})),i=i.concat(s);let n=0;return i.forEach((e=>{e.forEach((e=>{a.push(e),e.setAttribute("data-fragment-index",n)})),n++})),!0===t?i:a}sortAll(){this.Reveal.getHorizontalSlides().forEach((e=>{let i=t(e,"section");i.forEach(((e,t)=>{this.sort(e.querySelectorAll(".fragment"))}),this),0===i.length&&this.sort(e.querySelectorAll(".fragment"))}))}update(e,t,i=this.Reveal.getCurrentSlide()){let s={shown:[],hidden:[]};if(i&&this.Reveal.getConfig().fragments&&(t=t||this.sort(i.querySelectorAll(".fragment"))).length){let a=0;if("number"!=typeof e){let t=this.sort(i.querySelectorAll(".fragment.visible")).pop();t&&(e=parseInt(t.getAttribute("data-fragment-index")||0,10))}Array.from(t).forEach(((t,i)=>{if(t.hasAttribute("data-fragment-index")&&(i=parseInt(t.getAttribute("data-fragment-index"),10)),a=Math.max(a,i),i<=e){let a=t.classList.contains("visible");t.classList.add("visible"),t.classList.remove("current-fragment"),i===e&&(this.Reveal.announceStatus(this.Reveal.getStatusText(t)),t.classList.add("current-fragment"),this.Reveal.slideContent.startEmbeddedContent(t)),a||(s.shown.push(t),this.Reveal.dispatchEvent({target:t,type:"visible",bubbles:!1}))}else{let e=t.classList.contains("visible");t.classList.remove("visible"),t.classList.remove("current-fragment"),e&&(this.Reveal.slideContent.stopEmbeddedContent(t),s.hidden.push(t),this.Reveal.dispatchEvent({target:t,type:"hidden",bubbles:!1}))}})),e="number"==typeof e?e:-1,e=Math.max(Math.min(e,a),-1),i.setAttribute("data-fragment",e)}return s.hidden.length&&this.Reveal.dispatchEvent({type:"fragmenthidden",data:{fragment:s.hidden[0],fragments:s.hidden}}),s.shown.length&&this.Reveal.dispatchEvent({type:"fragmentshown",data:{fragment:s.shown[0],fragments:s.shown}}),s}sync(e=this.Reveal.getCurrentSlide()){return this.sort(e.querySelectorAll(".fragment"))}goto(e,t=0){let i=this.Reveal.getCurrentSlide();if(i&&this.Reveal.getConfig().fragments){let s=this.sort(i.querySelectorAll(".fragment:not(.disabled)"));if(s.length){if("number"!=typeof e){let t=this.sort(i.querySelectorAll(".fragment:not(.disabled).visible")).pop();e=t?parseInt(t.getAttribute("data-fragment-index")||0,10):-1}e+=t;let a=this.update(e,s);return this.Reveal.controls.update(),this.Reveal.progress.update(),this.Reveal.getConfig().fragmentInURL&&this.Reveal.location.writeURL(),!(!a.shown.length&&!a.hidden.length)}}return!1}next(){return this.goto(null,1)}prev(){return this.goto(null,-1)}}class T{constructor(e){this.Reveal=e,this.active=!1,this.onSlideClicked=this.onSlideClicked.bind(this)}activate(){if(this.Reveal.getConfig().overview&&!this.Reveal.isScrollView()&&!this.isActive()){this.active=!0,this.Reveal.getRevealElement().classList.add("overview"),this.Reveal.cancelAutoSlide(),this.Reveal.getSlidesElement().appendChild(this.Reveal.getBackgroundsElement()),t(this.Reveal.getRevealElement(),m).forEach((e=>{e.classList.contains("stack")||e.addEventListener("click",this.onSlideClicked,!0)}));const e=70,i=this.Reveal.getComputedSlideSize();this.overviewSlideWidth=i.width+e,this.overviewSlideHeight=i.height+e,this.Reveal.getConfig().rtl&&(this.overviewSlideWidth=-this.overviewSlideWidth),this.Reveal.updateSlidesVisibility(),this.layout(),this.update(),this.Reveal.layout();const s=this.Reveal.getIndices();this.Reveal.dispatchEvent({type:"overviewshown",data:{indexh:s.h,indexv:s.v,currentSlide:this.Reveal.getCurrentSlide()}})}}layout(){this.Reveal.getHorizontalSlides().forEach(((e,i)=>{e.setAttribute("data-index-h",i),a(e,"translate3d("+i*this.overviewSlideWidth+"px, 0, 0)"),e.classList.contains("stack")&&t(e,"section").forEach(((e,t)=>{e.setAttribute("data-index-h",i),e.setAttribute("data-index-v",t),a(e,"translate3d(0, "+t*this.overviewSlideHeight+"px, 0)")}))})),Array.from(this.Reveal.getBackgroundsElement().childNodes).forEach(((e,i)=>{a(e,"translate3d("+i*this.overviewSlideWidth+"px, 0, 0)"),t(e,".slide-background").forEach(((e,t)=>{a(e,"translate3d(0, "+t*this.overviewSlideHeight+"px, 0)")}))}))}update(){const e=Math.min(window.innerWidth,window.innerHeight),t=Math.max(e/5,150)/e,i=this.Reveal.getIndices();this.Reveal.transformSlides({overview:["scale("+t+")","translateX("+-i.h*this.overviewSlideWidth+"px)","translateY("+-i.v*this.overviewSlideHeight+"px)"].join(" ")})}deactivate(){if(this.Reveal.getConfig().overview){this.active=!1,this.Reveal.getRevealElement().classList.remove("overview"),this.Reveal.getRevealElement().classList.add("overview-deactivating"),setTimeout((()=>{this.Reveal.getRevealElement().classList.remove("overview-deactivating")}),1),this.Reveal.getRevealElement().appendChild(this.Reveal.getBackgroundsElement()),t(this.Reveal.getRevealElement(),m).forEach((e=>{a(e,""),e.removeEventListener("click",this.onSlideClicked,!0)})),t(this.Reveal.getBackgroundsElement(),".slide-background").forEach((e=>{a(e,"")})),this.Reveal.transformSlides({overview:""});const e=this.Reveal.getIndices();this.Reveal.slide(e.h,e.v),this.Reveal.layout(),this.Reveal.cueAutoSlide(),this.Reveal.dispatchEvent({type:"overviewhidden",data:{indexh:e.h,indexv:e.v,currentSlide:this.Reveal.getCurrentSlide()}})}}toggle(e){"boolean"==typeof e?e?this.activate():this.deactivate():this.isActive()?this.deactivate():this.activate()}isActive(){return this.active}onSlideClicked(e){if(this.isActive()){e.preventDefault();let t=e.target;for(;t&&!t.nodeName.match(/section/gi);)t=t.parentNode;if(t&&!t.classList.contains("disabled")&&(this.deactivate(),t.nodeName.match(/section/gi))){let e=parseInt(t.getAttribute("data-index-h"),10),i=parseInt(t.getAttribute("data-index-v"),10);this.Reveal.slide(e,i)}}}}class N{constructor(e){this.Reveal=e,this.shortcuts={},this.bindings={},this.onDocumentKeyDown=this.onDocumentKeyDown.bind(this)}configure(e,t){"linear"===e.navigationMode?(this.shortcuts["&#8594;  ,  &#8595;  ,  SPACE  ,  N  ,  L  ,  J"]="Next slide",this.shortcuts["&#8592;  ,  &#8593; 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M{MAX_REPLACE_STATE_FREQUENCY=1e3;constructor(e){this.Reveal=e,this.writeURLTimeout=0,this.replaceStateTimestamp=0,this.onWindowHashChange=this.onWindowHashChange.bind(this)}bind(){window.addEventListener("hashchange",this.onWindowHashChange,!1)}unbind(){window.removeEventListener("hashchange",this.onWindowHashChange,!1)}getIndicesFromHash(e=window.location.hash,t={}){let i=e.replace(/^#\/?/,""),s=i.split("/");if(/^[0-9]*$/.test(s[0])||!i.length){const e=this.Reveal.getConfig();let i,a=e.hashOneBasedIndex||t.oneBasedIndex?1:0,n=parseInt(s[0],10)-a||0,r=parseInt(s[1],10)-a||0;return e.fragmentInURL&&(i=parseInt(s[2],10),isNaN(i)&&(i=void 0)),{h:n,v:r,f:i}}{let e,t;/\/[-\d]+$/g.test(i)&&(t=parseInt(i.split("/").pop(),10),t=isNaN(t)?void 0:t,i=i.split("/").shift());try{e=document.getElementById(decodeURIComponent(i)).closest(".slides section")}catch(e){}if(e)return{...this.Reveal.getIndices(e),f:t}}return null}readURL(){const e=this.Reveal.getIndices(),t=this.getIndicesFromHash();t?t.h===e.h&&t.v===e.v&&void 0===t.f||this.Reveal.slide(t.h,t.v,t.f):this.Reveal.slide(e.h||0,e.v||0)}writeURL(e){let t=this.Reveal.getConfig(),i=this.Reveal.getCurrentSlide();if(clearTimeout(this.writeURLTimeout),"number"==typeof e)this.writeURLTimeout=setTimeout(this.writeURL,e);else if(i){let e=this.getHash();t.history?window.location.hash=e:t.hash&&("/"===e?this.debouncedReplaceState(window.location.pathname+window.location.search):this.debouncedReplaceState("#"+e))}}replaceState(e){window.history.replaceState(null,null,e),this.replaceStateTimestamp=Date.now()}debouncedReplaceState(e){clearTimeout(this.replaceStateTimeout),Date.now()-this.replaceStateTimestamp>this.MAX_REPLACE_STATE_FREQUENCY?this.replaceState(e):this.replaceStateTimeout=setTimeout((()=>this.replaceState(e)),this.MAX_REPLACE_STATE_FREQUENCY)}getHash(e){let t="/",i=e||this.Reveal.getCurrentSlide(),s=i?i.getAttribute("id"):null;s&&(s=encodeURIComponent(s));let a=this.Reveal.getIndices(e);if(this.Reveal.getConfig().fragmentInURL||(a.f=void 0),"string"==typeof s&&s.length)t="/"+s,a.f>=0&&(t+="/"+a.f);else{let e=this.Reveal.getConfig().hashOneBasedIndex?1:0;(a.h>0||a.v>0||a.f>=0)&&(t+=a.h+e),(a.v>0||a.f>=0)&&(t+="/"+(a.v+e)),a.f>=0&&(t+="/"+a.f)}return t}onWindowHashChange(e){this.readURL()}}class I{constructor(e){this.Reveal=e,this.onNavigateLeftClicked=this.onNavigateLeftClicked.bind(this),this.onNavigateRightClicked=this.onNavigateRightClicked.bind(this),this.onNavigateUpClicked=this.onNavigateUpClicked.bind(this),this.onNavigateDownClicked=this.onNavigateDownClicked.bind(this),this.onNavigatePrevClicked=this.onNavigatePrevClicked.bind(this),this.onNavigateNextClicked=this.onNavigateNextClicked.bind(this),this.onEnterFullscreen=this.onEnterFullscreen.bind(this)}render(){const e=this.Reveal.getConfig().rtl,i=this.Reveal.getRevealElement();this.element=document.createElement("aside"),this.element.className="controls",this.element.innerHTML=`<button class="navigate-left" aria-label="${e?"next slide":"previous slide"}"><div class="controls-arrow"></div></button>\n\t\t\t<button class="navigate-right" aria-label="${e?"previous slide":"next slide"}"><div class="controls-arrow"></div></button>\n\t\t\t<button class="navigate-up" aria-label="above slide"><div class="controls-arrow"></div></button>\n\t\t\t<button class="navigate-down" aria-label="below slide"><div class="controls-arrow"></div></button>`,this.Reveal.getRevealElement().appendChild(this.element),this.controlsLeft=t(i,".navigate-left"),this.controlsRight=t(i,".navigate-right"),this.controlsUp=t(i,".navigate-up"),this.controlsDown=t(i,".navigate-down"),this.controlsPrev=t(i,".navigate-prev"),this.controlsNext=t(i,".navigate-next"),this.controlsFullscreen=t(i,".enter-fullscreen"),this.controlsRightArrow=this.element.querySelector(".navigate-right"),this.controlsLeftArrow=this.element.querySelector(".navigate-left"),this.controlsDownArrow=this.element.querySelector(".navigate-down")}configure(e,t){this.element.style.display=e.controls?"block":"none",this.element.setAttribute("data-controls-layout",e.controlsLayout),this.element.setAttribute("data-controls-back-arrows",e.controlsBackArrows)}bind(){let e=["touchstart","click"];g&&(e=["touchstart"]),e.forEach((e=>{this.controlsLeft.forEach((t=>t.addEventListener(e,this.onNavigateLeftClicked,!1))),this.controlsRight.forEach((t=>t.addEventListener(e,this.onNavigateRightClicked,!1))),this.controlsUp.forEach((t=>t.addEventListener(e,this.onNavigateUpClicked,!1))),this.controlsDown.forEach((t=>t.addEventListener(e,this.onNavigateDownClicked,!1))),this.controlsPrev.forEach((t=>t.addEventListener(e,this.onNavigatePrevClicked,!1))),this.controlsNext.forEach((t=>t.addEventListener(e,this.onNavigateNextClicked,!1))),this.controlsFullscreen.forEach((t=>t.addEventListener(e,this.onEnterFullscreen,!1)))}))}unbind(){["touchstart","click"].forEach((e=>{this.controlsLeft.forEach((t=>t.removeEventListener(e,this.onNavigateLeftClicked,!1))),this.controlsRight.forEach((t=>t.removeEventListener(e,this.onNavigateRightClicked,!1))),this.controlsUp.forEach((t=>t.removeEventListener(e,this.onNavigateUpClicked,!1))),this.controlsDown.forEach((t=>t.removeEventListener(e,this.onNavigateDownClicked,!1))),this.controlsPrev.forEach((t=>t.removeEventListener(e,this.onNavigatePrevClicked,!1))),this.controlsNext.forEach((t=>t.removeEventListener(e,this.onNavigateNextClicked,!1))),this.controlsFullscreen.forEach((t=>t.removeEventListener(e,this.onEnterFullscreen,!1)))}))}update(){let e=this.Reveal.availableRoutes();[...this.controlsLeft,...this.controlsRight,...this.controlsUp,...this.controlsDown,...this.controlsPrev,...this.controlsNext].forEach((e=>{e.classList.remove("enabled","fragmented"),e.setAttribute("disabled","disabled")})),e.left&&this.controlsLeft.forEach((e=>{e.classList.add("enabled"),e.removeAttribute("disabled")})),e.right&&this.controlsRight.forEach((e=>{e.classList.add("enabled"),e.removeAttribute("disabled")})),e.up&&this.controlsUp.forEach((e=>{e.classList.add("enabled"),e.removeAttribute("disabled")})),e.down&&this.controlsDown.forEach((e=>{e.classList.add("enabled"),e.removeAttribute("disabled")})),(e.left||e.up)&&this.controlsPrev.forEach((e=>{e.classList.add("enabled"),e.removeAttribute("disabled")})),(e.right||e.down)&&this.controlsNext.forEach((e=>{e.classList.add("enabled"),e.removeAttribute("disabled")}));let t=this.Reveal.getCurrentSlide();if(t){let e=this.Reveal.fragments.availableRoutes();e.prev&&this.controlsPrev.forEach((e=>{e.classList.add("fragmented","enabled"),e.removeAttribute("disabled")})),e.next&&this.controlsNext.forEach((e=>{e.classList.add("fragmented","enabled"),e.removeAttribute("disabled")})),this.Reveal.isVerticalSlide(t)?(e.prev&&this.controlsUp.forEach((e=>{e.classList.add("fragmented","enabled"),e.removeAttribute("disabled")})),e.next&&this.controlsDown.forEach((e=>{e.classList.add("fragmented","enabled"),e.removeAttribute("disabled")}))):(e.prev&&this.controlsLeft.forEach((e=>{e.classList.add("fragmented","enabled"),e.removeAttribute("disabled")})),e.next&&this.controlsRight.forEach((e=>{e.classList.add("fragmented","enabled"),e.removeAttribute("disabled")})))}if(this.Reveal.getConfig().controlsTutorial){let t=this.Reveal.getIndices();!this.Reveal.hasNavigatedVertically()&&e.down?this.controlsDownArrow.classList.add("highlight"):(this.controlsDownArrow.classList.remove("highlight"),this.Reveal.getConfig().rtl?!this.Reveal.hasNavigatedHorizontally()&&e.left&&0===t.v?this.controlsLeftArrow.classList.add("highlight"):this.controlsLeftArrow.classList.remove("highlight"):!this.Reveal.hasNavigatedHorizontally()&&e.right&&0===t.v?this.controlsRightArrow.classList.add("highlight"):this.controlsRightArrow.classList.remove("highlight"))}}destroy(){this.unbind(),this.element.remove()}onNavigateLeftClicked(e){e.preventDefault(),this.Reveal.onUserInput(),"linear"===this.Reveal.getConfig().navigationMode?this.Reveal.prev():this.Reveal.left()}onNavigateRightClicked(e){e.preventDefault(),this.Reveal.onUserInput(),"linear"===this.Reveal.getConfig().navigationMode?this.Reveal.next():this.Reveal.right()}onNavigateUpClicked(e){e.preventDefault(),this.Reveal.onUserInput(),this.Reveal.up()}onNavigateDownClicked(e){e.preventDefault(),this.Reveal.onUserInput(),this.Reveal.down()}onNavigatePrevClicked(e){e.preventDefault(),this.Reveal.onUserInput(),this.Reveal.prev()}onNavigateNextClicked(e){e.preventDefault(),this.Reveal.onUserInput(),this.Reveal.next()}onEnterFullscreen(e){const t=this.Reveal.getConfig(),i=this.Reveal.getViewportElement();o(t.embedded?i:i.parentElement)}}class B{constructor(e){this.Reveal=e,this.onProgressClicked=this.onProgressClicked.bind(this)}render(){this.element=document.createElement("div"),this.element.className="progress",this.Reveal.getRevealElement().appendChild(this.element),this.bar=document.createElement("span"),this.element.appendChild(this.bar)}configure(e,t){this.element.style.display=e.progress?"block":"none"}bind(){this.Reveal.getConfig().progress&&this.element&&this.element.addEventListener("click",this.onProgressClicked,!1)}unbind(){this.Reveal.getConfig().progress&&this.element&&this.element.removeEventListener("click",this.onProgressClicked,!1)}update(){if(this.Reveal.getConfig().progress&&this.bar){let e=this.Reveal.getProgress();this.Reveal.getTotalSlides()<2&&(e=0),this.bar.style.transform="scaleX("+e+")"}}getMaxWidth(){return this.Reveal.getRevealElement().offsetWidth}onProgressClicked(e){this.Reveal.onUserInput(e),e.preventDefault();let t=this.Reveal.getSlides(),i=t.length,s=Math.floor(e.clientX/this.getMaxWidth()*i);this.Reveal.getConfig().rtl&&(s=i-s);let a=this.Reveal.getIndices(t[s]);this.Reveal.slide(a.h,a.v)}destroy(){this.element.remove()}}class H{constructor(e){this.Reveal=e,this.lastMouseWheelStep=0,this.cursorHidden=!1,this.cursorInactiveTimeout=0,this.onDocumentCursorActive=this.onDocumentCursorActive.bind(this),this.onDocumentMouseScroll=this.onDocumentMouseScroll.bind(this)}configure(e,t){e.mouseWheel?document.addEventListener("wheel",this.onDocumentMouseScroll,!1):document.removeEventListener("wheel",this.onDocumentMouseScroll,!1),e.hideInactiveCursor?(document.addEventListener("mousemove",this.onDocumentCursorActive,!1),document.addEventListener("mousedown",this.onDocumentCursorActive,!1)):(this.showCursor(),document.removeEventListener("mousemove",this.onDocumentCursorActive,!1),document.removeEventListener("mousedown",this.onDocumentCursorActive,!1))}showCursor(){this.cursorHidden&&(this.cursorHidden=!1,this.Reveal.getRevealElement().style.cursor="")}hideCursor(){!1===this.cursorHidden&&(this.cursorHidden=!0,this.Reveal.getRevealElement().style.cursor="none")}destroy(){this.showCursor(),document.removeEventListener("wheel",this.onDocumentMouseScroll,!1),document.removeEventListener("mousemove",this.onDocumentCursorActive,!1),document.removeEventListener("mousedown",this.onDocumentCursorActive,!1)}onDocumentCursorActive(e){this.showCursor(),clearTimeout(this.cursorInactiveTimeout),this.cursorInactiveTimeout=setTimeout(this.hideCursor.bind(this),this.Reveal.getConfig().hideCursorTime)}onDocumentMouseScroll(e){if(Date.now()-this.lastMouseWheelStep>1e3){this.lastMouseWheelStep=Date.now();let t=e.detail||-e.wheelDelta;t>0?this.Reveal.next():t<0&&this.Reveal.prev()}}}const D=(e,t)=>{const i=document.createElement("script");i.type="text/javascript",i.async=!1,i.defer=!1,i.src=e,"function"==typeof t&&(i.onload=i.onreadystatechange=e=>{("load"===e.type||/loaded|complete/.test(i.readyState))&&(i.onload=i.onreadystatechange=i.onerror=null,t())},i.onerror=e=>{i.onload=i.onreadystatechange=i.onerror=null,t(new Error("Failed loading script: "+i.src+"\n"+e))});const s=document.querySelector("head");s.insertBefore(i,s.lastChild)};class F{constructor(e){this.Reveal=e,this.state="idle",this.registeredPlugins={},this.asyncDependencies=[]}load(e,t){return this.state="loading",e.forEach(this.registerPlugin.bind(this)),new Promise((e=>{let i=[],s=0;if(t.forEach((e=>{e.condition&&!e.condition()||(e.async?this.asyncDependencies.push(e):i.push(e))})),i.length){s=i.length;const t=t=>{t&&"function"==typeof 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window?(e.addEventListener("pointerdown",this.onPointerDown,!1),e.addEventListener("pointermove",this.onPointerMove,!1),e.addEventListener("pointerup",this.onPointerUp,!1)):window.navigator.msPointerEnabled?(e.addEventListener("MSPointerDown",this.onPointerDown,!1),e.addEventListener("MSPointerMove",this.onPointerMove,!1),e.addEventListener("MSPointerUp",this.onPointerUp,!1)):(e.addEventListener("touchstart",this.onTouchStart,!1),e.addEventListener("touchmove",this.onTouchMove,!1),e.addEventListener("touchend",this.onTouchEnd,!1))}unbind(){let e=this.Reveal.getRevealElement();e.removeEventListener("pointerdown",this.onPointerDown,!1),e.removeEventListener("pointermove",this.onPointerMove,!1),e.removeEventListener("pointerup",this.onPointerUp,!1),e.removeEventListener("MSPointerDown",this.onPointerDown,!1),e.removeEventListener("MSPointerMove",this.onPointerMove,!1),e.removeEventListener("MSPointerUp",this.onPointerUp,!1),e.removeEventListener("touchstart",this.onTouchStart,!1),e.removeEventListener("touchmove",this.onTouchMove,!1),e.removeEventListener("touchend",this.onTouchEnd,!1)}isSwipePrevented(e){if(n(e,"video[controls], audio[controls]"))return!0;for(;e&&"function"==typeof e.hasAttribute;){if(e.hasAttribute("data-prevent-swipe"))return!0;e=e.parentNode}return!1}onTouchStart(e){if(this.touchCaptured=!1,this.isSwipePrevented(e.target))return!0;this.touchStartX=e.touches[0].clientX,this.touchStartY=e.touches[0].clientY,this.touchStartCount=e.touches.length}onTouchMove(e){if(this.isSwipePrevented(e.target))return!0;let t=this.Reveal.getConfig();if(this.touchCaptured)g&&e.preventDefault();else{this.Reveal.onUserInput(e);let i=e.touches[0].clientX,s=e.touches[0].clientY;if(1===e.touches.length&&2!==this.touchStartCount){let a=this.Reveal.availableRoutes({includeFragments:!0}),n=i-this.touchStartX,r=s-this.touchStartY;n>40&&Math.abs(n)>Math.abs(r)?(this.touchCaptured=!0,"linear"===t.navigationMode?t.rtl?this.Reveal.next():this.Reveal.prev():this.Reveal.left()):n<-40&&Math.abs(n)>Math.abs(r)?(this.touchCaptured=!0,"linear"===t.navigationMode?t.rtl?this.Reveal.prev():this.Reveal.next():this.Reveal.right()):r>40&&a.up?(this.touchCaptured=!0,"linear"===t.navigationMode?this.Reveal.prev():this.Reveal.up()):r<-40&&a.down&&(this.touchCaptured=!0,"linear"===t.navigationMode?this.Reveal.next():this.Reveal.down()),t.embedded?(this.touchCaptured||this.Reveal.isVerticalSlide())&&e.preventDefault():e.preventDefault()}}}onTouchEnd(e){this.touchCaptured=!1}onPointerDown(e){e.pointerType!==e.MSPOINTER_TYPE_TOUCH&&"touch"!==e.pointerType||(e.touches=[{clientX:e.clientX,clientY:e.clientY}],this.onTouchStart(e))}onPointerMove(e){e.pointerType!==e.MSPOINTER_TYPE_TOUCH&&"touch"!==e.pointerType||(e.touches=[{clientX:e.clientX,clientY:e.clientY}],this.onTouchMove(e))}onPointerUp(e){e.pointerType!==e.MSPOINTER_TYPE_TOUCH&&"touch"!==e.pointerType||(e.touches=[{clientX:e.clientX,clientY:e.clientY}],this.onTouchEnd(e))}}const q="focus",O="blur";class W{constructor(e){this.Reveal=e,this.onRevealPointerDown=this.onRevealPointerDown.bind(this),this.onDocumentPointerDown=this.onDocumentPointerDown.bind(this)}configure(e,t){e.embedded?this.blur():(this.focus(),this.unbind())}bind(){this.Reveal.getConfig().embedded&&this.Reveal.getRevealElement().addEventListener("pointerdown",this.onRevealPointerDown,!1)}unbind(){this.Reveal.getRevealElement().removeEventListener("pointerdown",this.onRevealPointerDown,!1),document.removeEventListener("pointerdown",this.onDocumentPointerDown,!1)}focus(){this.state!==q&&(this.Reveal.getRevealElement().classList.add("focused"),document.addEventListener("pointerdown",this.onDocumentPointerDown,!1)),this.state=q}blur(){this.state!==O&&(this.Reveal.getRevealElement().classList.remove("focused"),document.removeEventListener("pointerdown",this.onDocumentPointerDown,!1)),this.state=O}isFocused(){return 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index 0000000000000000000000000000000000000000..5d23aab2d00cb34d43215526a12ff1ad94d5364e
--- /dev/null
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@@ -0,0 +1 @@
+{"version":3,"file":"reveal.esm.js","sources":["../js/utils/util.js","../js/utils/device.js","../node_modules/fitty/dist/fitty.module.js","../js/controllers/slidecontent.js","../js/utils/constants.js","../js/controllers/slidenumber.js","../js/controllers/jumptoslide.js","../js/utils/color.js","../js/controllers/backgrounds.js","../js/controllers/autoanimate.js","../js/controllers/scrollview.js","../js/controllers/printview.js","../js/controllers/fragments.js","../js/controllers/overview.js","../js/controllers/keyboard.js","../js/controllers/location.js","../js/controllers/controls.js","../js/controllers/progress.js","../js/controllers/pointer.js","../js/utils/loader.js","../js/controllers/plugins.js","../js/controllers/touch.js","../js/controllers/focus.js","../js/controllers/notes.js","../js/components/playback.js","../js/config.js","../js/reveal.js","../js/index.js"],"sourcesContent":["/**\n * Extend object a with the properties of object b.\n * If there's a conflict, object b takes precedence.\n *\n * @param {object} a\n * @param {object} b\n */\nexport const extend = ( a, b ) => {\n\n\tfor( let i in b ) {\n\t\ta[ i ] = b[ i ];\n\t}\n\n\treturn a;\n\n}\n\n/**\n * querySelectorAll but returns an Array.\n */\nexport const queryAll = ( el, selector ) => {\n\n\treturn Array.from( el.querySelectorAll( selector ) );\n\n}\n\n/**\n * classList.toggle() with cross browser support\n */\nexport const toggleClass = ( el, className, value ) => {\n\tif( value ) {\n\t\tel.classList.add( className );\n\t}\n\telse {\n\t\tel.classList.remove( className );\n\t}\n}\n\n/**\n * Utility for deserializing a value.\n *\n * @param {*} value\n * @return {*}\n */\nexport const deserialize = ( value ) => {\n\n\tif( typeof value === 'string' ) {\n\t\tif( value === 'null' ) return null;\n\t\telse if( value === 'true' ) return true;\n\t\telse if( value === 'false' ) return false;\n\t\telse if( value.match( /^-?[\\d\\.]+$/ ) ) return parseFloat( value );\n\t}\n\n\treturn value;\n\n}\n\n/**\n * Measures the distance in pixels between point a\n * and point b.\n *\n * @param {object} a point with x/y properties\n * @param {object} b point with x/y properties\n *\n * @return {number}\n */\nexport const distanceBetween = ( a, b ) => {\n\n\tlet dx = a.x - b.x,\n\t\tdy = a.y - b.y;\n\n\treturn Math.sqrt( dx*dx + dy*dy );\n\n}\n\n/**\n * Applies a CSS transform to the target element.\n *\n * @param {HTMLElement} element\n * @param {string} transform\n */\nexport const transformElement = ( element, transform ) => {\n\n\telement.style.transform = transform;\n\n}\n\n/**\n * Element.matches with IE support.\n *\n * @param {HTMLElement} target The element to match\n * @param {String} selector The CSS selector to match\n * the element against\n *\n * @return {Boolean}\n */\nexport const matches = ( target, selector ) => {\n\n\tlet matchesMethod = target.matches || target.matchesSelector || target.msMatchesSelector;\n\n\treturn !!( matchesMethod && matchesMethod.call( target, selector ) );\n\n}\n\n/**\n * Find the closest parent that matches the given\n * selector.\n *\n * @param {HTMLElement} target The child element\n * @param {String} selector The CSS selector to match\n * the parents against\n *\n * @return {HTMLElement} The matched parent or null\n * if no matching parent was found\n */\nexport const closest = ( target, selector ) => {\n\n\t// Native Element.closest\n\tif( typeof target.closest === 'function' ) {\n\t\treturn target.closest( selector );\n\t}\n\n\t// Polyfill\n\twhile( target ) {\n\t\tif( matches( target, selector ) ) {\n\t\t\treturn target;\n\t\t}\n\n\t\t// Keep searching\n\t\ttarget = target.parentNode;\n\t}\n\n\treturn null;\n\n}\n\n/**\n * Handling the fullscreen functionality via the fullscreen API\n *\n * @see http://fullscreen.spec.whatwg.org/\n * @see https://developer.mozilla.org/en-US/docs/DOM/Using_fullscreen_mode\n */\nexport const enterFullscreen = element => {\n\n\telement = element || document.documentElement;\n\n\t// Check which implementation is available\n\tlet requestMethod = element.requestFullscreen ||\n\t\t\t\t\t\telement.webkitRequestFullscreen ||\n\t\t\t\t\t\telement.webkitRequestFullScreen ||\n\t\t\t\t\t\telement.mozRequestFullScreen ||\n\t\t\t\t\t\telement.msRequestFullscreen;\n\n\tif( requestMethod ) {\n\t\trequestMethod.apply( element );\n\t}\n\n}\n\n/**\n * Creates an HTML element and returns a reference to it.\n * If the element already exists the existing instance will\n * be returned.\n *\n * @param {HTMLElement} container\n * @param {string} tagname\n * @param {string} classname\n * @param {string} innerHTML\n *\n * @return {HTMLElement}\n */\nexport const createSingletonNode = ( container, tagname, classname, innerHTML='' ) => {\n\n\t// Find all nodes matching the description\n\tlet nodes = container.querySelectorAll( '.' + classname );\n\n\t// Check all matches to find one which is a direct child of\n\t// the specified container\n\tfor( let i = 0; i < nodes.length; i++ ) {\n\t\tlet testNode = nodes[i];\n\t\tif( testNode.parentNode === container ) {\n\t\t\treturn testNode;\n\t\t}\n\t}\n\n\t// If no node was found, create it now\n\tlet node = document.createElement( tagname );\n\tnode.className = classname;\n\tnode.innerHTML = innerHTML;\n\tcontainer.appendChild( node );\n\n\treturn node;\n\n}\n\n/**\n * Injects the given CSS styles into the DOM.\n *\n * @param {string} value\n */\nexport const createStyleSheet = ( value ) => {\n\n\tlet tag = document.createElement( 'style' );\n\ttag.type = 'text/css';\n\n\tif( value && value.length > 0 ) {\n\t\tif( tag.styleSheet ) {\n\t\t\ttag.styleSheet.cssText = value;\n\t\t}\n\t\telse {\n\t\t\ttag.appendChild( document.createTextNode( value ) );\n\t\t}\n\t}\n\n\tdocument.head.appendChild( tag );\n\n\treturn tag;\n\n}\n\n/**\n * Returns a key:value hash of all query params.\n */\nexport const getQueryHash = () => {\n\n\tlet query = {};\n\n\tlocation.search.replace( /[A-Z0-9]+?=([\\w\\.%-]*)/gi, a => {\n\t\tquery[ a.split( '=' ).shift() ] = a.split( '=' ).pop();\n\t} );\n\n\t// Basic deserialization\n\tfor( let i in query ) {\n\t\tlet value = query[ i ];\n\n\t\tquery[ i ] = deserialize( unescape( value ) );\n\t}\n\n\t// Do not accept new dependencies via query config to avoid\n\t// the potential of malicious script injection\n\tif( typeof query['dependencies'] !== 'undefined' ) delete query['dependencies'];\n\n\treturn query;\n\n}\n\n/**\n * Returns the remaining height within the parent of the\n * target element.\n *\n * remaining height = [ configured parent height ] - [ current parent height ]\n *\n * @param {HTMLElement} element\n * @param {number} [height]\n */\nexport const getRemainingHeight = ( element, height = 0 ) => {\n\n\tif( element ) {\n\t\tlet newHeight, oldHeight = element.style.height;\n\n\t\t// Change the .stretch element height to 0 in order find the height of all\n\t\t// the other elements\n\t\telement.style.height = '0px';\n\n\t\t// In Overview mode, the parent (.slide) height is set of 700px.\n\t\t// Restore it temporarily to its natural height.\n\t\telement.parentNode.style.height = 'auto';\n\n\t\tnewHeight = height - element.parentNode.offsetHeight;\n\n\t\t// Restore the old height, just in case\n\t\telement.style.height = oldHeight + 'px';\n\n\t\t// Clear the parent (.slide) height. .removeProperty works in IE9+\n\t\telement.parentNode.style.removeProperty('height');\n\n\t\treturn newHeight;\n\t}\n\n\treturn height;\n\n}\n\nconst fileExtensionToMimeMap = {\n\t'mp4': 'video/mp4',\n\t'm4a': 'video/mp4',\n\t'ogv': 'video/ogg',\n\t'mpeg': 'video/mpeg',\n\t'webm': 'video/webm'\n}\n\n/**\n * Guess the MIME type for common file formats.\n */\nexport const getMimeTypeFromFile = ( filename='' ) => {\n\treturn fileExtensionToMimeMap[filename.split('.').pop()]\n}\n\n/**\n * Encodes a string for RFC3986-compliant URL format.\n * https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/encodeURI#encoding_for_rfc3986\n *\n * @param {string} url\n */\nexport const encodeRFC3986URI = ( url='' ) => {\n\treturn encodeURI(url)\n\t  .replace(/%5B/g, \"[\")\n\t  .replace(/%5D/g, \"]\")\n\t  .replace(\n\t\t/[!'()*]/g,\n\t\t(c) => `%${c.charCodeAt(0).toString(16).toUpperCase()}`\n\t  );\n}","const UA = navigator.userAgent;\n\nexport const isMobile = /(iphone|ipod|ipad|android)/gi.test( UA ) ||\n\t\t\t\t\t\t( navigator.platform === 'MacIntel' && navigator.maxTouchPoints > 1 ); // iPadOS\n\nexport const isChrome = /chrome/i.test( UA ) && !/edge/i.test( UA );\n\nexport const isAndroid = /android/gi.test( UA );","/**\n * fitty v2.3.7 - Snugly resizes text to fit its parent container\n * Copyright (c) 2023 Rik Schennink <rik@pqina.nl> (https://pqina.nl/)\n */\n\nvar e=function(e){if(e){var t=function(e){return[].slice.call(e)},n=0,i=1,r=2,o=3,a=[],l=null,u=\"requestAnimationFrame\"in e?function(){e.cancelAnimationFrame(l),l=e.requestAnimationFrame((function(){return s(a.filter((function(e){return e.dirty&&e.active})))}))}:function(){},c=function(e){return function(){a.forEach((function(t){return t.dirty=e})),u()}},s=function(e){e.filter((function(e){return!e.styleComputed})).forEach((function(e){e.styleComputed=m(e)})),e.filter(y).forEach(v);var t=e.filter(p);t.forEach(d),t.forEach((function(e){v(e),f(e)})),t.forEach(S)},f=function(e){return e.dirty=n},d=function(e){e.availableWidth=e.element.parentNode.clientWidth,e.currentWidth=e.element.scrollWidth,e.previousFontSize=e.currentFontSize,e.currentFontSize=Math.min(Math.max(e.minSize,e.availableWidth/e.currentWidth*e.previousFontSize),e.maxSize),e.whiteSpace=e.multiLine&&e.currentFontSize===e.minSize?\"normal\":\"nowrap\"},p=function(e){return e.dirty!==r||e.dirty===r&&e.element.parentNode.clientWidth!==e.availableWidth},m=function(t){var n=e.getComputedStyle(t.element,null);return t.currentFontSize=parseFloat(n.getPropertyValue(\"font-size\")),t.display=n.getPropertyValue(\"display\"),t.whiteSpace=n.getPropertyValue(\"white-space\"),!0},y=function(e){var t=!1;return!e.preStyleTestCompleted&&(/inline-/.test(e.display)||(t=!0,e.display=\"inline-block\"),\"nowrap\"!==e.whiteSpace&&(t=!0,e.whiteSpace=\"nowrap\"),e.preStyleTestCompleted=!0,t)},v=function(e){e.element.style.whiteSpace=e.whiteSpace,e.element.style.display=e.display,e.element.style.fontSize=e.currentFontSize+\"px\"},S=function(e){e.element.dispatchEvent(new CustomEvent(\"fit\",{detail:{oldValue:e.previousFontSize,newValue:e.currentFontSize,scaleFactor:e.currentFontSize/e.previousFontSize}}))},h=function(e,t){return function(){e.dirty=t,e.active&&u()}},w=function(e){return function(){a=a.filter((function(t){return t.element!==e.element})),e.observeMutations&&e.observer.disconnect(),e.element.style.whiteSpace=e.originalStyle.whiteSpace,e.element.style.display=e.originalStyle.display,e.element.style.fontSize=e.originalStyle.fontSize}},b=function(e){return function(){e.active||(e.active=!0,u())}},z=function(e){return function(){return e.active=!1}},F=function(e){e.observeMutations&&(e.observer=new MutationObserver(h(e,i)),e.observer.observe(e.element,e.observeMutations))},g={minSize:16,maxSize:512,multiLine:!0,observeMutations:\"MutationObserver\"in e&&{subtree:!0,childList:!0,characterData:!0}},W=null,E=function(){e.clearTimeout(W),W=e.setTimeout(c(r),x.observeWindowDelay)},M=[\"resize\",\"orientationchange\"];return Object.defineProperty(x,\"observeWindow\",{set:function(t){var n=\"\".concat(t?\"add\":\"remove\",\"EventListener\");M.forEach((function(t){e[n](t,E)}))}}),x.observeWindow=!0,x.observeWindowDelay=100,x.fitAll=c(o),x}function C(e,t){var n=Object.assign({},g,t),i=e.map((function(e){var t=Object.assign({},n,{element:e,active:!0});return function(e){e.originalStyle={whiteSpace:e.element.style.whiteSpace,display:e.element.style.display,fontSize:e.element.style.fontSize},F(e),e.newbie=!0,e.dirty=!0,a.push(e)}(t),{element:e,fit:h(t,o),unfreeze:b(t),freeze:z(t),unsubscribe:w(t)}}));return u(),i}function x(e){var n=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};return\"string\"==typeof e?C(t(document.querySelectorAll(e)),n):C([e],n)[0]}}(\"undefined\"==typeof window?null:window);export default e;\n","import { extend, queryAll, closest, getMimeTypeFromFile, encodeRFC3986URI } from '../utils/util.js'\nimport { isMobile } from '../utils/device.js'\n\nimport fitty from 'fitty';\n\n/**\n * Handles loading, unloading and playback of slide\n * content such as images, videos and iframes.\n */\nexport default class SlideContent {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.startEmbeddedIframe = this.startEmbeddedIframe.bind( this );\n\n\t}\n\n\t/**\n\t * Should the given element be preloaded?\n\t * Decides based on local element attributes and global config.\n\t *\n\t * @param {HTMLElement} element\n\t */\n\tshouldPreload( element ) {\n\n\t\tif( this.Reveal.isScrollView() ) {\n\t\t\treturn true;\n\t\t}\n\n\t\t// Prefer an explicit global preload setting\n\t\tlet preload = this.Reveal.getConfig().preloadIframes;\n\n\t\t// If no global setting is available, fall back on the element's\n\t\t// own preload setting\n\t\tif( typeof preload !== 'boolean' ) {\n\t\t\tpreload = element.hasAttribute( 'data-preload' );\n\t\t}\n\n\t\treturn preload;\n\t}\n\n\t/**\n\t * Called when the given slide is within the configured view\n\t * distance. Shows the slide element and loads any content\n\t * that is set to load lazily (data-src).\n\t *\n\t * @param {HTMLElement} slide Slide to show\n\t */\n\tload( slide, options = {} ) {\n\n\t\t// Show the slide element\n\t\tslide.style.display = this.Reveal.getConfig().display;\n\n\t\t// Media elements with data-src attributes\n\t\tqueryAll( slide, 'img[data-src], video[data-src], audio[data-src], iframe[data-src]' ).forEach( element => {\n\t\t\tif( element.tagName !== 'IFRAME' || this.shouldPreload( element ) ) {\n\t\t\t\telement.setAttribute( 'src', element.getAttribute( 'data-src' ) );\n\t\t\t\telement.setAttribute( 'data-lazy-loaded', '' );\n\t\t\t\telement.removeAttribute( 'data-src' );\n\t\t\t}\n\t\t} );\n\n\t\t// Media elements with <source> children\n\t\tqueryAll( slide, 'video, audio' ).forEach( media => {\n\t\t\tlet sources = 0;\n\n\t\t\tqueryAll( media, 'source[data-src]' ).forEach( source => {\n\t\t\t\tsource.setAttribute( 'src', source.getAttribute( 'data-src' ) );\n\t\t\t\tsource.removeAttribute( 'data-src' );\n\t\t\t\tsource.setAttribute( 'data-lazy-loaded', '' );\n\t\t\t\tsources += 1;\n\t\t\t} );\n\n\t\t\t// Enable inline video playback in mobile Safari\n\t\t\tif( isMobile && media.tagName === 'VIDEO' ) {\n\t\t\t\tmedia.setAttribute( 'playsinline', '' );\n\t\t\t}\n\n\t\t\t// If we rewrote sources for this video/audio element, we need\n\t\t\t// to manually tell it to load from its new origin\n\t\t\tif( sources > 0 ) {\n\t\t\t\tmedia.load();\n\t\t\t}\n\t\t} );\n\n\n\t\t// Show the corresponding background element\n\t\tlet background = slide.slideBackgroundElement;\n\t\tif( background ) {\n\t\t\tbackground.style.display = 'block';\n\n\t\t\tlet backgroundContent = slide.slideBackgroundContentElement;\n\t\t\tlet backgroundIframe = slide.getAttribute( 'data-background-iframe' );\n\n\t\t\t// If the background contains media, load it\n\t\t\tif( background.hasAttribute( 'data-loaded' ) === false ) {\n\t\t\t\tbackground.setAttribute( 'data-loaded', 'true' );\n\n\t\t\t\tlet backgroundImage = slide.getAttribute( 'data-background-image' ),\n\t\t\t\t\tbackgroundVideo = slide.getAttribute( 'data-background-video' ),\n\t\t\t\t\tbackgroundVideoLoop = slide.hasAttribute( 'data-background-video-loop' ),\n\t\t\t\t\tbackgroundVideoMuted = slide.hasAttribute( 'data-background-video-muted' );\n\n\t\t\t\t// Images\n\t\t\t\tif( backgroundImage ) {\n\t\t\t\t\t// base64\n\t\t\t\t\tif(  /^data:/.test( backgroundImage.trim() ) ) {\n\t\t\t\t\t\tbackgroundContent.style.backgroundImage = `url(${backgroundImage.trim()})`;\n\t\t\t\t\t}\n\t\t\t\t\t// URL(s)\n\t\t\t\t\telse {\n\t\t\t\t\t\tbackgroundContent.style.backgroundImage = backgroundImage.split( ',' ).map( background => {\n\t\t\t\t\t\t\t// Decode URL(s) that are already encoded first\n\t\t\t\t\t\t\tlet decoded = decodeURI(background.trim());\n\t\t\t\t\t\t\treturn `url(${encodeRFC3986URI(decoded)})`;\n\t\t\t\t\t\t}).join( ',' );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\t// Videos\n\t\t\t\telse if ( backgroundVideo && !this.Reveal.isSpeakerNotes() ) {\n\t\t\t\t\tlet video = document.createElement( 'video' );\n\n\t\t\t\t\tif( backgroundVideoLoop ) {\n\t\t\t\t\t\tvideo.setAttribute( 'loop', '' );\n\t\t\t\t\t}\n\n\t\t\t\t\tif( backgroundVideoMuted ) {\n\t\t\t\t\t\tvideo.muted = true;\n\t\t\t\t\t}\n\n\t\t\t\t\t// Enable inline playback in mobile Safari\n\t\t\t\t\t//\n\t\t\t\t\t// Mute is required for video to play when using\n\t\t\t\t\t// swipe gestures to navigate since they don't\n\t\t\t\t\t// count as direct user actions :'(\n\t\t\t\t\tif( isMobile ) {\n\t\t\t\t\t\tvideo.muted = true;\n\t\t\t\t\t\tvideo.setAttribute( 'playsinline', '' );\n\t\t\t\t\t}\n\n\t\t\t\t\t// Support comma separated lists of video sources\n\t\t\t\t\tbackgroundVideo.split( ',' ).forEach( source => {\n\t\t\t\t\t\tconst sourceElement = document.createElement( 'source' );\n\t\t\t\t\t\tsourceElement.setAttribute( 'src', source );\n\n\t\t\t\t\t\tlet type = getMimeTypeFromFile( source );\n\t\t\t\t\t\tif( type ) {\n\t\t\t\t\t\t\tsourceElement.setAttribute( 'type', type );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\tvideo.appendChild( sourceElement );\n\t\t\t\t\t} );\n\n\t\t\t\t\tbackgroundContent.appendChild( video );\n\t\t\t\t}\n\t\t\t\t// Iframes\n\t\t\t\telse if( backgroundIframe && options.excludeIframes !== true ) {\n\t\t\t\t\tlet iframe = document.createElement( 'iframe' );\n\t\t\t\t\tiframe.setAttribute( 'allowfullscreen', '' );\n\t\t\t\t\tiframe.setAttribute( 'mozallowfullscreen', '' );\n\t\t\t\t\tiframe.setAttribute( 'webkitallowfullscreen', '' );\n\t\t\t\t\tiframe.setAttribute( 'allow', 'autoplay' );\n\n\t\t\t\t\tiframe.setAttribute( 'data-src', backgroundIframe );\n\n\t\t\t\t\tiframe.style.width  = '100%';\n\t\t\t\t\tiframe.style.height = '100%';\n\t\t\t\t\tiframe.style.maxHeight = '100%';\n\t\t\t\t\tiframe.style.maxWidth = '100%';\n\n\t\t\t\t\tbackgroundContent.appendChild( iframe );\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// Start loading preloadable iframes\n\t\t\tlet backgroundIframeElement = backgroundContent.querySelector( 'iframe[data-src]' );\n\t\t\tif( backgroundIframeElement ) {\n\n\t\t\t\t// Check if this iframe is eligible to be preloaded\n\t\t\t\tif( this.shouldPreload( background ) && !/autoplay=(1|true|yes)/gi.test( backgroundIframe ) ) {\n\t\t\t\t\tif( backgroundIframeElement.getAttribute( 'src' ) !== backgroundIframe ) {\n\t\t\t\t\t\tbackgroundIframeElement.setAttribute( 'src', backgroundIframe );\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}\n\n\t\tthis.layout( slide );\n\n\t}\n\n\t/**\n\t * Applies JS-dependent layout helpers for the scope.\n\t */\n\tlayout( scopeElement ) {\n\n\t\t// Autosize text with the r-fit-text class based on the\n\t\t// size of its container. This needs to happen after the\n\t\t// slide is visible in order to measure the text.\n\t\tArray.from( scopeElement.querySelectorAll( '.r-fit-text' ) ).forEach( element => {\n\t\t\tfitty( element, {\n\t\t\t\tminSize: 24,\n\t\t\t\tmaxSize: this.Reveal.getConfig().height * 0.8,\n\t\t\t\tobserveMutations: false,\n\t\t\t\tobserveWindow: false\n\t\t\t} );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Unloads and hides the given slide. This is called when the\n\t * slide is moved outside of the configured view distance.\n\t *\n\t * @param {HTMLElement} slide\n\t */\n\tunload( slide ) {\n\n\t\t// Hide the slide element\n\t\tslide.style.display = 'none';\n\n\t\t// Hide the corresponding background element\n\t\tlet background = this.Reveal.getSlideBackground( slide );\n\t\tif( background ) {\n\t\t\tbackground.style.display = 'none';\n\n\t\t\t// Unload any background iframes\n\t\t\tqueryAll( background, 'iframe[src]' ).forEach( element => {\n\t\t\t\telement.removeAttribute( 'src' );\n\t\t\t} );\n\t\t}\n\n\t\t// Reset lazy-loaded media elements with src attributes\n\t\tqueryAll( slide, 'video[data-lazy-loaded][src], audio[data-lazy-loaded][src], iframe[data-lazy-loaded][src]' ).forEach( element => {\n\t\t\telement.setAttribute( 'data-src', element.getAttribute( 'src' ) );\n\t\t\telement.removeAttribute( 'src' );\n\t\t} );\n\n\t\t// Reset lazy-loaded media elements with <source> children\n\t\tqueryAll( slide, 'video[data-lazy-loaded] source[src], audio source[src]' ).forEach( source => {\n\t\t\tsource.setAttribute( 'data-src', source.getAttribute( 'src' ) );\n\t\t\tsource.removeAttribute( 'src' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Enforces origin-specific format rules for embedded media.\n\t */\n\tformatEmbeddedContent() {\n\n\t\tlet _appendParamToIframeSource = ( sourceAttribute, sourceURL, param ) => {\n\t\t\tqueryAll( this.Reveal.getSlidesElement(), 'iframe['+ sourceAttribute +'*=\"'+ sourceURL +'\"]' ).forEach( el => {\n\t\t\t\tlet src = el.getAttribute( sourceAttribute );\n\t\t\t\tif( src && src.indexOf( param ) === -1 ) {\n\t\t\t\t\tel.setAttribute( sourceAttribute, src + ( !/\\?/.test( src ) ? '?' : '&' ) + param );\n\t\t\t\t}\n\t\t\t});\n\t\t};\n\n\t\t// YouTube frames must include \"?enablejsapi=1\"\n\t\t_appendParamToIframeSource( 'src', 'youtube.com/embed/', 'enablejsapi=1' );\n\t\t_appendParamToIframeSource( 'data-src', 'youtube.com/embed/', 'enablejsapi=1' );\n\n\t\t// Vimeo frames must include \"?api=1\"\n\t\t_appendParamToIframeSource( 'src', 'player.vimeo.com/', 'api=1' );\n\t\t_appendParamToIframeSource( 'data-src', 'player.vimeo.com/', 'api=1' );\n\n\t}\n\n\t/**\n\t * Start playback of any embedded content inside of\n\t * the given element.\n\t *\n\t * @param {HTMLElement} element\n\t */\n\tstartEmbeddedContent( element ) {\n\n\t\tif( element && !this.Reveal.isSpeakerNotes() ) {\n\n\t\t\t// Restart GIFs\n\t\t\tqueryAll( element, 'img[src$=\".gif\"]' ).forEach( el => {\n\t\t\t\t// Setting the same unchanged source like this was confirmed\n\t\t\t\t// to work in Chrome, FF & Safari\n\t\t\t\tel.setAttribute( 'src', el.getAttribute( 'src' ) );\n\t\t\t} );\n\n\t\t\t// HTML5 media elements\n\t\t\tqueryAll( element, 'video, audio' ).forEach( el => {\n\t\t\t\tif( closest( el, '.fragment' ) && !closest( el, '.fragment.visible' ) ) {\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\t// Prefer an explicit global autoplay setting\n\t\t\t\tlet autoplay = this.Reveal.getConfig().autoPlayMedia;\n\n\t\t\t\t// If no global setting is available, fall back on the element's\n\t\t\t\t// own autoplay setting\n\t\t\t\tif( typeof autoplay !== 'boolean' ) {\n\t\t\t\t\tautoplay = el.hasAttribute( 'data-autoplay' ) || !!closest( el, '.slide-background' );\n\t\t\t\t}\n\n\t\t\t\tif( autoplay && typeof el.play === 'function' ) {\n\n\t\t\t\t\t// If the media is ready, start playback\n\t\t\t\t\tif( el.readyState > 1 ) {\n\t\t\t\t\t\tthis.startEmbeddedMedia( { target: el } );\n\t\t\t\t\t}\n\t\t\t\t\t// Mobile devices never fire a loaded event so instead\n\t\t\t\t\t// of waiting, we initiate playback\n\t\t\t\t\telse if( isMobile ) {\n\t\t\t\t\t\tlet promise = el.play();\n\n\t\t\t\t\t\t// If autoplay does not work, ensure that the controls are visible so\n\t\t\t\t\t\t// that the viewer can start the media on their own\n\t\t\t\t\t\tif( promise && typeof promise.catch === 'function' && el.controls === false ) {\n\t\t\t\t\t\t\tpromise.catch( () => {\n\t\t\t\t\t\t\t\tel.controls = true;\n\n\t\t\t\t\t\t\t\t// Once the video does start playing, hide the controls again\n\t\t\t\t\t\t\t\tel.addEventListener( 'play', () => {\n\t\t\t\t\t\t\t\t\tel.controls = false;\n\t\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\t// If the media isn't loaded, wait before playing\n\t\t\t\t\telse {\n\t\t\t\t\t\tel.removeEventListener( 'loadeddata', this.startEmbeddedMedia ); // remove first to avoid dupes\n\t\t\t\t\t\tel.addEventListener( 'loadeddata', this.startEmbeddedMedia );\n\t\t\t\t\t}\n\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\t// Normal iframes\n\t\t\tqueryAll( element, 'iframe[src]' ).forEach( el => {\n\t\t\t\tif( closest( el, '.fragment' ) && !closest( el, '.fragment.visible' ) ) {\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\tthis.startEmbeddedIframe( { target: el } );\n\t\t\t} );\n\n\t\t\t// Lazy loading iframes\n\t\t\tqueryAll( element, 'iframe[data-src]' ).forEach( el => {\n\t\t\t\tif( closest( el, '.fragment' ) && !closest( el, '.fragment.visible' ) ) {\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\tif( el.getAttribute( 'src' ) !== el.getAttribute( 'data-src' ) ) {\n\t\t\t\t\tel.removeEventListener( 'load', this.startEmbeddedIframe ); // remove first to avoid dupes\n\t\t\t\t\tel.addEventListener( 'load', this.startEmbeddedIframe );\n\t\t\t\t\tel.setAttribute( 'src', el.getAttribute( 'data-src' ) );\n\t\t\t\t}\n\t\t\t} );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Starts playing an embedded video/audio element after\n\t * it has finished loading.\n\t *\n\t * @param {object} event\n\t */\n\tstartEmbeddedMedia( event ) {\n\n\t\tlet isAttachedToDOM = !!closest( event.target, 'html' ),\n\t\t\tisVisible  \t\t= !!closest( event.target, '.present' );\n\n\t\tif( isAttachedToDOM && isVisible ) {\n\t\t\t// Don't restart if media is already playing\n\t\t\tif( event.target.paused || event.target.ended ) {\n\t\t\t\tevent.target.currentTime = 0;\n\t\t\t\tevent.target.play();\n\t\t\t}\n\t\t}\n\n\t\tevent.target.removeEventListener( 'loadeddata', this.startEmbeddedMedia );\n\n\t}\n\n\t/**\n\t * \"Starts\" the content of an embedded iframe using the\n\t * postMessage API.\n\t *\n\t * @param {object} event\n\t */\n\tstartEmbeddedIframe( event ) {\n\n\t\tlet iframe = event.target;\n\n\t\tif( iframe && iframe.contentWindow ) {\n\n\t\t\tlet isAttachedToDOM = !!closest( event.target, 'html' ),\n\t\t\t\tisVisible  \t\t= !!closest( event.target, '.present' );\n\n\t\t\tif( isAttachedToDOM && isVisible ) {\n\n\t\t\t\t// Prefer an explicit global autoplay setting\n\t\t\t\tlet autoplay = this.Reveal.getConfig().autoPlayMedia;\n\n\t\t\t\t// If no global setting is available, fall back on the element's\n\t\t\t\t// own autoplay setting\n\t\t\t\tif( typeof autoplay !== 'boolean' ) {\n\t\t\t\t\tautoplay = iframe.hasAttribute( 'data-autoplay' ) || !!closest( iframe, '.slide-background' );\n\t\t\t\t}\n\n\t\t\t\t// YouTube postMessage API\n\t\t\t\tif( /youtube\\.com\\/embed\\//.test( iframe.getAttribute( 'src' ) ) && autoplay ) {\n\t\t\t\t\tiframe.contentWindow.postMessage( '{\"event\":\"command\",\"func\":\"playVideo\",\"args\":\"\"}', '*' );\n\t\t\t\t}\n\t\t\t\t// Vimeo postMessage API\n\t\t\t\telse if( /player\\.vimeo\\.com\\//.test( iframe.getAttribute( 'src' ) ) && autoplay ) {\n\t\t\t\t\tiframe.contentWindow.postMessage( '{\"method\":\"play\"}', '*' );\n\t\t\t\t}\n\t\t\t\t// Generic postMessage API\n\t\t\t\telse {\n\t\t\t\t\tiframe.contentWindow.postMessage( 'slide:start', '*' );\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Stop playback of any embedded content inside of\n\t * the targeted slide.\n\t *\n\t * @param {HTMLElement} element\n\t */\n\tstopEmbeddedContent( element, options = {} ) {\n\n\t\toptions = extend( {\n\t\t\t// Defaults\n\t\t\tunloadIframes: true\n\t\t}, options );\n\n\t\tif( element && element.parentNode ) {\n\t\t\t// HTML5 media elements\n\t\t\tqueryAll( element, 'video, audio' ).forEach( el => {\n\t\t\t\tif( !el.hasAttribute( 'data-ignore' ) && typeof el.pause === 'function' ) {\n\t\t\t\t\tel.setAttribute('data-paused-by-reveal', '');\n\t\t\t\t\tel.pause();\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\t// Generic postMessage API for non-lazy loaded iframes\n\t\t\tqueryAll( element, 'iframe' ).forEach( el => {\n\t\t\t\tif( el.contentWindow ) el.contentWindow.postMessage( 'slide:stop', '*' );\n\t\t\t\tel.removeEventListener( 'load', this.startEmbeddedIframe );\n\t\t\t});\n\n\t\t\t// YouTube postMessage API\n\t\t\tqueryAll( element, 'iframe[src*=\"youtube.com/embed/\"]' ).forEach( el => {\n\t\t\t\tif( !el.hasAttribute( 'data-ignore' ) && el.contentWindow && typeof el.contentWindow.postMessage === 'function' ) {\n\t\t\t\t\tel.contentWindow.postMessage( '{\"event\":\"command\",\"func\":\"pauseVideo\",\"args\":\"\"}', '*' );\n\t\t\t\t}\n\t\t\t});\n\n\t\t\t// Vimeo postMessage API\n\t\t\tqueryAll( element, 'iframe[src*=\"player.vimeo.com/\"]' ).forEach( el => {\n\t\t\t\tif( !el.hasAttribute( 'data-ignore' ) && el.contentWindow && typeof el.contentWindow.postMessage === 'function' ) {\n\t\t\t\t\tel.contentWindow.postMessage( '{\"method\":\"pause\"}', '*' );\n\t\t\t\t}\n\t\t\t});\n\n\t\t\tif( options.unloadIframes === true ) {\n\t\t\t\t// Unload lazy-loaded iframes\n\t\t\t\tqueryAll( element, 'iframe[data-src]' ).forEach( el => {\n\t\t\t\t\t// Only removing the src doesn't actually unload the frame\n\t\t\t\t\t// in all browsers (Firefox) so we set it to blank first\n\t\t\t\t\tel.setAttribute( 'src', 'about:blank' );\n\t\t\t\t\tel.removeAttribute( 'src' );\n\t\t\t\t} );\n\t\t\t}\n\t\t}\n\n\t}\n\n}\n","\nexport const SLIDES_SELECTOR = '.slides section';\nexport const HORIZONTAL_SLIDES_SELECTOR = '.slides>section';\nexport const VERTICAL_SLIDES_SELECTOR = '.slides>section.present>section';\nexport const HORIZONTAL_BACKGROUNDS_SELECTOR = '.backgrounds>.slide-background';\n\n// Methods that may not be invoked via the postMessage API\nexport const POST_MESSAGE_METHOD_BLACKLIST = /registerPlugin|registerKeyboardShortcut|addKeyBinding|addEventListener|showPreview/;\n\n// Regex for retrieving the fragment style from a class attribute\nexport const FRAGMENT_STYLE_REGEX = /fade-(down|up|right|left|out|in-then-out|in-then-semi-out)|semi-fade-out|current-visible|shrink|grow/;\n\n// Slide number formats\nexport const SLIDE_NUMBER_FORMAT_HORIZONTAL_DOT_VERTICAL = 'h.v';\nexport const SLIDE_NUMBER_FORMAT_HORIZONTAL_SLASH_VERTICAL = 'h/v';\nexport const SLIDE_NUMBER_FORMAT_CURRENT = 'c';\nexport const SLIDE_NUMBER_FORMAT_CURRENT_SLASH_TOTAL = 'c/t';","import {\n\tSLIDE_NUMBER_FORMAT_CURRENT,\n\tSLIDE_NUMBER_FORMAT_CURRENT_SLASH_TOTAL,\n\tSLIDE_NUMBER_FORMAT_HORIZONTAL_DOT_VERTICAL,\n\tSLIDE_NUMBER_FORMAT_HORIZONTAL_SLASH_VERTICAL\n} from \"../utils/constants\";\n\n/**\n * Handles the display of reveal.js' optional slide number.\n */\nexport default class SlideNumber {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'slide-number';\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tlet slideNumberDisplay = 'none';\n\t\tif( config.slideNumber && !this.Reveal.isPrintView() ) {\n\t\t\tif( config.showSlideNumber === 'all' ) {\n\t\t\t\tslideNumberDisplay = 'block';\n\t\t\t}\n\t\t\telse if( config.showSlideNumber === 'speaker' && this.Reveal.isSpeakerNotes() ) {\n\t\t\t\tslideNumberDisplay = 'block';\n\t\t\t}\n\t\t}\n\n\t\tthis.element.style.display = slideNumberDisplay;\n\n\t}\n\n\t/**\n\t * Updates the slide number to match the current slide.\n\t */\n\tupdate() {\n\n\t\t// Update slide number if enabled\n\t\tif( this.Reveal.getConfig().slideNumber && this.element ) {\n\t\t\tthis.element.innerHTML = this.getSlideNumber();\n\t\t}\n\n\t}\n\n\t/**\n\t * Returns the HTML string corresponding to the current slide\n\t * number, including formatting.\n\t */\n\tgetSlideNumber( slide = this.Reveal.getCurrentSlide() ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\t\tlet value;\n\t\tlet format = SLIDE_NUMBER_FORMAT_HORIZONTAL_DOT_VERTICAL;\n\n\t\tif ( typeof config.slideNumber === 'function' ) {\n\t\t\tvalue = config.slideNumber( slide );\n\t\t} else {\n\t\t\t// Check if a custom number format is available\n\t\t\tif( typeof config.slideNumber === 'string' ) {\n\t\t\t\tformat = config.slideNumber;\n\t\t\t}\n\n\t\t\t// If there are ONLY vertical slides in this deck, always use\n\t\t\t// a flattened slide number\n\t\t\tif( !/c/.test( format ) && this.Reveal.getHorizontalSlides().length === 1 ) {\n\t\t\t\tformat = SLIDE_NUMBER_FORMAT_CURRENT;\n\t\t\t}\n\n\t\t\t// Offset the current slide number by 1 to make it 1-indexed\n\t\t\tlet horizontalOffset = slide && slide.dataset.visibility === 'uncounted' ? 0 : 1;\n\n\t\t\tvalue = [];\n\t\t\tswitch( format ) {\n\t\t\t\tcase SLIDE_NUMBER_FORMAT_CURRENT:\n\t\t\t\t\tvalue.push( this.Reveal.getSlidePastCount( slide ) + horizontalOffset );\n\t\t\t\t\tbreak;\n\t\t\t\tcase SLIDE_NUMBER_FORMAT_CURRENT_SLASH_TOTAL:\n\t\t\t\t\tvalue.push( this.Reveal.getSlidePastCount( slide ) + horizontalOffset, '/', this.Reveal.getTotalSlides() );\n\t\t\t\t\tbreak;\n\t\t\t\tdefault:\n\t\t\t\t\tlet indices = this.Reveal.getIndices( slide );\n\t\t\t\t\tvalue.push( indices.h + horizontalOffset );\n\t\t\t\t\tlet sep = format === SLIDE_NUMBER_FORMAT_HORIZONTAL_SLASH_VERTICAL ? '/' : '.';\n\t\t\t\t\tif( this.Reveal.isVerticalSlide( slide ) ) value.push( sep, indices.v + 1 );\n\t\t\t}\n\t\t}\n\n\t\tlet url = '#' + this.Reveal.location.getHash( slide );\n\t\treturn this.formatNumber( value[0], value[1], value[2], url );\n\n\t}\n\n\t/**\n\t * Applies HTML formatting to a slide number before it's\n\t * written to the DOM.\n\t *\n\t * @param {number} a Current slide\n\t * @param {string} delimiter Character to separate slide numbers\n\t * @param {(number|*)} b Total slides\n\t * @param {HTMLElement} [url='#'+locationHash()] The url to link to\n\t * @return {string} HTML string fragment\n\t */\n\tformatNumber( a, delimiter, b, url = '#' + this.Reveal.location.getHash() ) {\n\n\t\tif( typeof b === 'number' && !isNaN( b ) ) {\n\t\t\treturn  `<a href=\"${url}\">\n\t\t\t\t\t<span class=\"slide-number-a\">${a}</span>\n\t\t\t\t\t<span class=\"slide-number-delimiter\">${delimiter}</span>\n\t\t\t\t\t<span class=\"slide-number-b\">${b}</span>\n\t\t\t\t\t</a>`;\n\t\t}\n\t\telse {\n\t\t\treturn `<a href=\"${url}\">\n\t\t\t\t\t<span class=\"slide-number-a\">${a}</span>\n\t\t\t\t\t</a>`;\n\t\t}\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.element.remove();\n\n\t}\n\n}","import {\n\tSLIDE_NUMBER_FORMAT_CURRENT,\n\tSLIDE_NUMBER_FORMAT_CURRENT_SLASH_TOTAL\n} from \"../utils/constants\";\n\n/**\n * Makes it possible to jump to a slide by entering its\n * slide number or id.\n */\nexport default class JumpToSlide {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.onInput = this.onInput.bind( this );\n\t\tthis.onBlur = this.onBlur.bind( this );\n\t\tthis.onKeyDown = this.onKeyDown.bind( this );\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'jump-to-slide';\n\n    this.jumpInput = document.createElement( 'input' );\n    this.jumpInput.type = 'text';\n    this.jumpInput.className = 'jump-to-slide-input';\n    this.jumpInput.placeholder = 'Jump to slide';\n\t\tthis.jumpInput.addEventListener( 'input', this.onInput );\n\t\tthis.jumpInput.addEventListener( 'keydown', this.onKeyDown );\n\t\tthis.jumpInput.addEventListener( 'blur', this.onBlur );\n\n    this.element.appendChild( this.jumpInput );\n\n\t}\n\n\tshow() {\n\n\t\tthis.indicesOnShow = this.Reveal.getIndices();\n\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\t\tthis.jumpInput.focus();\n\n\t}\n\n\thide() {\n\n\t\tif( this.isVisible() ) {\n\t\t\tthis.element.remove();\n\t\t\tthis.jumpInput.value = '';\n\n\t\t\tclearTimeout( this.jumpTimeout );\n\t\t\tdelete this.jumpTimeout;\n\t\t}\n\n\t}\n\n\tisVisible() {\n\n\t\treturn !!this.element.parentNode;\n\n\t}\n\n\t/**\n\t * Parses the current input and jumps to the given slide.\n\t */\n\tjump() {\n\n\t\tclearTimeout( this.jumpTimeout );\n\t\tdelete this.jumpTimeout;\n\n\t\tlet query = this.jumpInput.value.trim( '' );\n\t\tlet indices;\n\n\t\t// When slide numbers are formatted to be a single linear mumber\n\t\t// (instead of showing a separate horizontal/vertical index) we\n\t\t// use the same format for slide jumps\n\t\tif( /^\\d+$/.test( query ) ) {\n\t\t\tconst slideNumberFormat = this.Reveal.getConfig().slideNumber;\n\t\t\tif( slideNumberFormat === SLIDE_NUMBER_FORMAT_CURRENT || slideNumberFormat === SLIDE_NUMBER_FORMAT_CURRENT_SLASH_TOTAL ) {\n\t\t\t\tconst slide = this.Reveal.getSlides()[ parseInt( query, 10 ) - 1 ];\n\t\t\t\tif( slide ) {\n\t\t\t\t\tindices = this.Reveal.getIndices( slide );\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tif( !indices ) {\n\t\t\t// If the query uses \"horizontal.vertical\" format, convert to\n\t\t\t// \"horizontal/vertical\" so that our URL parser can understand\n\t\t\tif( /^\\d+\\.\\d+$/.test( query ) ) {\n\t\t\t\tquery = query.replace( '.', '/' );\n\t\t\t}\n\n\t\t\tindices = this.Reveal.location.getIndicesFromHash( query, { oneBasedIndex: true } );\n\t\t}\n\n\t\t// Still no valid index? Fall back on a text search\n\t\tif( !indices && /\\S+/i.test( query ) && query.length > 1 ) {\n\t\t\tindices = this.search( query );\n\t\t}\n\n\t\tif( indices && query !== '' ) {\n\t\t\tthis.Reveal.slide( indices.h, indices.v, indices.f );\n\t\t\treturn true;\n\t\t}\n\t\telse {\n\t\t\tthis.Reveal.slide( this.indicesOnShow.h, this.indicesOnShow.v, this.indicesOnShow.f );\n\t\t\treturn false;\n\t\t}\n\n\t}\n\n\tjumpAfter( delay ) {\n\n\t\tclearTimeout( this.jumpTimeout );\n\t\tthis.jumpTimeout = setTimeout( () => this.jump(), delay );\n\n\t}\n\n\t/**\n\t * A lofi search that looks for the given query in all\n\t * of our slides and returns the first match.\n\t */\n\tsearch( query ) {\n\n\t\tconst regex = new RegExp( '\\\\b' + query.trim() + '\\\\b', 'i' );\n\n\t\tconst slide = this.Reveal.getSlides().find( ( slide ) => {\n\t\t\treturn regex.test( slide.innerText );\n\t\t} );\n\n\t\tif( slide ) {\n\t\t\treturn this.Reveal.getIndices( slide );\n\t\t}\n\t\telse {\n\t\t\treturn null;\n\t\t}\n\n\t}\n\n\t/**\n\t * Reverts back to the slide we were on when jump to slide was\n\t * invoked.\n\t */\n\tcancel() {\n\n\t\tthis.Reveal.slide( this.indicesOnShow.h, this.indicesOnShow.v, this.indicesOnShow.f );\n\t\tthis.hide();\n\n\t}\n\n\tconfirm() {\n\n\t\tthis.jump();\n\t\tthis.hide();\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.jumpInput.removeEventListener( 'input', this.onInput );\n\t\tthis.jumpInput.removeEventListener( 'keydown', this.onKeyDown );\n\t\tthis.jumpInput.removeEventListener( 'blur', this.onBlur );\n\n\t\tthis.element.remove();\n\n\t}\n\n\tonKeyDown( event ) {\n\n\t\tif( event.keyCode === 13 ) {\n\t\t\tthis.confirm();\n\t\t}\n\t\telse if( event.keyCode === 27 ) {\n\t\t\tthis.cancel();\n\n\t\t\tevent.stopImmediatePropagation();\n\t\t}\n\n\t}\n\n\tonInput( event ) {\n\n\t\tthis.jumpAfter( 200 );\n\n\t}\n\n\tonBlur() {\n\n\t\tsetTimeout( () => this.hide(), 1 );\n\n\t}\n\n}","/**\n * Converts various color input formats to an {r:0,g:0,b:0} object.\n *\n * @param {string} color The string representation of a color\n * @example\n * colorToRgb('#000');\n * @example\n * colorToRgb('#000000');\n * @example\n * colorToRgb('rgb(0,0,0)');\n * @example\n * colorToRgb('rgba(0,0,0)');\n *\n * @return {{r: number, g: number, b: number, [a]: number}|null}\n */\nexport const colorToRgb = ( color ) => {\n\n\tlet hex3 = color.match( /^#([0-9a-f]{3})$/i );\n\tif( hex3 && hex3[1] ) {\n\t\thex3 = hex3[1];\n\t\treturn {\n\t\t\tr: parseInt( hex3.charAt( 0 ), 16 ) * 0x11,\n\t\t\tg: parseInt( hex3.charAt( 1 ), 16 ) * 0x11,\n\t\t\tb: parseInt( hex3.charAt( 2 ), 16 ) * 0x11\n\t\t};\n\t}\n\n\tlet hex6 = color.match( /^#([0-9a-f]{6})$/i );\n\tif( hex6 && hex6[1] ) {\n\t\thex6 = hex6[1];\n\t\treturn {\n\t\t\tr: parseInt( hex6.slice( 0, 2 ), 16 ),\n\t\t\tg: parseInt( hex6.slice( 2, 4 ), 16 ),\n\t\t\tb: parseInt( hex6.slice( 4, 6 ), 16 )\n\t\t};\n\t}\n\n\tlet rgb = color.match( /^rgb\\s*\\(\\s*(\\d+)\\s*,\\s*(\\d+)\\s*,\\s*(\\d+)\\s*\\)$/i );\n\tif( rgb ) {\n\t\treturn {\n\t\t\tr: parseInt( rgb[1], 10 ),\n\t\t\tg: parseInt( rgb[2], 10 ),\n\t\t\tb: parseInt( rgb[3], 10 )\n\t\t};\n\t}\n\n\tlet rgba = color.match( /^rgba\\s*\\(\\s*(\\d+)\\s*,\\s*(\\d+)\\s*,\\s*(\\d+)\\s*\\,\\s*([\\d]+|[\\d]*.[\\d]+)\\s*\\)$/i );\n\tif( rgba ) {\n\t\treturn {\n\t\t\tr: parseInt( rgba[1], 10 ),\n\t\t\tg: parseInt( rgba[2], 10 ),\n\t\t\tb: parseInt( rgba[3], 10 ),\n\t\t\ta: parseFloat( rgba[4] )\n\t\t};\n\t}\n\n\treturn null;\n\n}\n\n/**\n * Calculates brightness on a scale of 0-255.\n *\n * @param {string} color See colorToRgb for supported formats.\n * @see {@link colorToRgb}\n */\nexport const colorBrightness = ( color ) => {\n\n\tif( typeof color === 'string' ) color = colorToRgb( color );\n\n\tif( color ) {\n\t\treturn ( color.r * 299 + color.g * 587 + color.b * 114 ) / 1000;\n\t}\n\n\treturn null;\n\n}","import { queryAll } from '../utils/util.js'\nimport { colorToRgb, colorBrightness } from '../utils/color.js'\n\n/**\n * Creates and updates slide backgrounds.\n */\nexport default class Backgrounds {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'backgrounds';\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t}\n\n\t/**\n\t * Creates the slide background elements and appends them\n\t * to the background container. One element is created per\n\t * slide no matter if the given slide has visible background.\n\t */\n\tcreate() {\n\n\t\t// Clear prior backgrounds\n\t\tthis.element.innerHTML = '';\n\t\tthis.element.classList.add( 'no-transition' );\n\n\t\t// Iterate over all horizontal slides\n\t\tthis.Reveal.getHorizontalSlides().forEach( slideh => {\n\n\t\t\tlet backgroundStack = this.createBackground( slideh, this.element );\n\n\t\t\t// Iterate over all vertical slides\n\t\t\tqueryAll( slideh, 'section' ).forEach( slidev => {\n\n\t\t\t\tthis.createBackground( slidev, backgroundStack );\n\n\t\t\t\tbackgroundStack.classList.add( 'stack' );\n\n\t\t\t} );\n\n\t\t} );\n\n\t\t// Add parallax background if specified\n\t\tif( this.Reveal.getConfig().parallaxBackgroundImage ) {\n\n\t\t\tthis.element.style.backgroundImage = 'url(\"' + this.Reveal.getConfig().parallaxBackgroundImage + '\")';\n\t\t\tthis.element.style.backgroundSize = this.Reveal.getConfig().parallaxBackgroundSize;\n\t\t\tthis.element.style.backgroundRepeat = this.Reveal.getConfig().parallaxBackgroundRepeat;\n\t\t\tthis.element.style.backgroundPosition = this.Reveal.getConfig().parallaxBackgroundPosition;\n\n\t\t\t// Make sure the below properties are set on the element - these properties are\n\t\t\t// needed for proper transitions to be set on the element via CSS. To remove\n\t\t\t// annoying background slide-in effect when the presentation starts, apply\n\t\t\t// these properties after short time delay\n\t\t\tsetTimeout( () => {\n\t\t\t\tthis.Reveal.getRevealElement().classList.add( 'has-parallax-background' );\n\t\t\t}, 1 );\n\n\t\t}\n\t\telse {\n\n\t\t\tthis.element.style.backgroundImage = '';\n\t\t\tthis.Reveal.getRevealElement().classList.remove( 'has-parallax-background' );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Creates a background for the given slide.\n\t *\n\t * @param {HTMLElement} slide\n\t * @param {HTMLElement} container The element that the background\n\t * should be appended to\n\t * @return {HTMLElement} New background div\n\t */\n\tcreateBackground( slide, container ) {\n\n\t\t// Main slide background element\n\t\tlet element = document.createElement( 'div' );\n\t\telement.className = 'slide-background ' + slide.className.replace( /present|past|future/, '' );\n\n\t\t// Inner background element that wraps images/videos/iframes\n\t\tlet contentElement = document.createElement( 'div' );\n\t\tcontentElement.className = 'slide-background-content';\n\n\t\telement.appendChild( contentElement );\n\t\tcontainer.appendChild( element );\n\n\t\tslide.slideBackgroundElement = element;\n\t\tslide.slideBackgroundContentElement = contentElement;\n\n\t\t// Syncs the background to reflect all current background settings\n\t\tthis.sync( slide );\n\n\t\treturn element;\n\n\t}\n\n\t/**\n\t * Renders all of the visual properties of a slide background\n\t * based on the various background attributes.\n\t *\n\t * @param {HTMLElement} slide\n\t */\n\tsync( slide ) {\n\n\t\tconst element = slide.slideBackgroundElement,\n\t\t\tcontentElement = slide.slideBackgroundContentElement;\n\n\t\tconst data = {\n\t\t\tbackground: slide.getAttribute( 'data-background' ),\n\t\t\tbackgroundSize: slide.getAttribute( 'data-background-size' ),\n\t\t\tbackgroundImage: slide.getAttribute( 'data-background-image' ),\n\t\t\tbackgroundVideo: slide.getAttribute( 'data-background-video' ),\n\t\t\tbackgroundIframe: slide.getAttribute( 'data-background-iframe' ),\n\t\t\tbackgroundColor: slide.getAttribute( 'data-background-color' ),\n\t\t\tbackgroundGradient: slide.getAttribute( 'data-background-gradient' ),\n\t\t\tbackgroundRepeat: slide.getAttribute( 'data-background-repeat' ),\n\t\t\tbackgroundPosition: slide.getAttribute( 'data-background-position' ),\n\t\t\tbackgroundTransition: slide.getAttribute( 'data-background-transition' ),\n\t\t\tbackgroundOpacity: slide.getAttribute( 'data-background-opacity' ),\n\t\t};\n\n\t\tconst dataPreload = slide.hasAttribute( 'data-preload' );\n\n\t\t// Reset the prior background state in case this is not the\n\t\t// initial sync\n\t\tslide.classList.remove( 'has-dark-background' );\n\t\tslide.classList.remove( 'has-light-background' );\n\n\t\telement.removeAttribute( 'data-loaded' );\n\t\telement.removeAttribute( 'data-background-hash' );\n\t\telement.removeAttribute( 'data-background-size' );\n\t\telement.removeAttribute( 'data-background-transition' );\n\t\telement.style.backgroundColor = '';\n\n\t\tcontentElement.style.backgroundSize = '';\n\t\tcontentElement.style.backgroundRepeat = '';\n\t\tcontentElement.style.backgroundPosition = '';\n\t\tcontentElement.style.backgroundImage = '';\n\t\tcontentElement.style.opacity = '';\n\t\tcontentElement.innerHTML = '';\n\n\t\tif( data.background ) {\n\t\t\t// Auto-wrap image urls in url(...)\n\t\t\tif( /^(http|file|\\/\\/)/gi.test( data.background ) || /\\.(svg|png|jpg|jpeg|gif|bmp|webp)([?#\\s]|$)/gi.test( data.background ) ) {\n\t\t\t\tslide.setAttribute( 'data-background-image', data.background );\n\t\t\t}\n\t\t\telse {\n\t\t\t\telement.style.background = data.background;\n\t\t\t}\n\t\t}\n\n\t\t// Create a hash for this combination of background settings.\n\t\t// This is used to determine when two slide backgrounds are\n\t\t// the same.\n\t\tif( data.background || data.backgroundColor || data.backgroundGradient || data.backgroundImage || data.backgroundVideo || data.backgroundIframe ) {\n\t\t\telement.setAttribute( 'data-background-hash', data.background +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundSize +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundImage +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundVideo +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundIframe +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundColor +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundGradient +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundRepeat +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundPosition +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundTransition +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundOpacity );\n\t\t}\n\n\t\t// Additional and optional background properties\n\t\tif( data.backgroundSize ) element.setAttribute( 'data-background-size', data.backgroundSize );\n\t\tif( data.backgroundColor ) element.style.backgroundColor = data.backgroundColor;\n\t\tif( data.backgroundGradient ) element.style.backgroundImage = data.backgroundGradient;\n\t\tif( data.backgroundTransition ) element.setAttribute( 'data-background-transition', data.backgroundTransition );\n\n\t\tif( dataPreload ) element.setAttribute( 'data-preload', '' );\n\n\t\t// Background image options are set on the content wrapper\n\t\tif( data.backgroundSize ) contentElement.style.backgroundSize = data.backgroundSize;\n\t\tif( data.backgroundRepeat ) contentElement.style.backgroundRepeat = data.backgroundRepeat;\n\t\tif( data.backgroundPosition ) contentElement.style.backgroundPosition = data.backgroundPosition;\n\t\tif( data.backgroundOpacity ) contentElement.style.opacity = data.backgroundOpacity;\n\n\t\tconst contrastClass = this.getContrastClass( slide );\n\n\t\tif( typeof contrastClass === 'string' ) {\n\t\t\tslide.classList.add( contrastClass );\n\t\t}\n\n\t}\n\n\t/**\n\t * Returns a class name that can be applied to a slide to indicate\n\t * if it has a light or dark background.\n\t *\n\t * @param {*} slide\n\t *\n\t * @returns {string|null}\n\t */\n\tgetContrastClass( slide ) {\n\n\t\tconst element = slide.slideBackgroundElement;\n\n\t\t// If this slide has a background color, we add a class that\n\t\t// signals if it is light or dark. If the slide has no background\n\t\t// color, no class will be added\n\t\tlet contrastColor = slide.getAttribute( 'data-background-color' );\n\n\t\t// If no bg color was found, or it cannot be converted by colorToRgb, check the computed background\n\t\tif( !contrastColor || !colorToRgb( contrastColor ) ) {\n\t\t\tlet computedBackgroundStyle = window.getComputedStyle( element );\n\t\t\tif( computedBackgroundStyle && computedBackgroundStyle.backgroundColor ) {\n\t\t\t\tcontrastColor = computedBackgroundStyle.backgroundColor;\n\t\t\t}\n\t\t}\n\n\t\tif( contrastColor ) {\n\t\t\tconst rgb = colorToRgb( contrastColor );\n\n\t\t\t// Ignore fully transparent backgrounds. Some browsers return\n\t\t\t// rgba(0,0,0,0) when reading the computed background color of\n\t\t\t// an element with no background\n\t\t\tif( rgb && rgb.a !== 0 ) {\n\t\t\t\tif( colorBrightness( contrastColor ) < 128 ) {\n\t\t\t\t\treturn 'has-dark-background';\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\treturn 'has-light-background';\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\treturn null;\n\n\t}\n\n\t/**\n\t * Bubble the 'has-light-background'/'has-dark-background' classes.\n\t */\n\tbubbleSlideContrastClassToElement( slide, target ) {\n\n\t\t[ 'has-light-background', 'has-dark-background' ].forEach( classToBubble => {\n\t\t\tif( slide.classList.contains( classToBubble ) ) {\n\t\t\t\ttarget.classList.add( classToBubble );\n\t\t\t}\n\t\t\telse {\n\t\t\t\ttarget.classList.remove( classToBubble );\n\t\t\t}\n\t\t}, this );\n\n\t}\n\n\t/**\n\t * Updates the background elements to reflect the current\n\t * slide.\n\t *\n\t * @param {boolean} includeAll If true, the backgrounds of\n\t * all vertical slides (not just the present) will be updated.\n\t */\n\tupdate( includeAll = false ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tlet indices = this.Reveal.getIndices();\n\n\t\tlet currentBackground = null;\n\n\t\t// Reverse past/future classes when in RTL mode\n\t\tlet horizontalPast = config.rtl ? 'future' : 'past',\n\t\t\thorizontalFuture = config.rtl ? 'past' : 'future';\n\n\t\t// Update the classes of all backgrounds to match the\n\t\t// states of their slides (past/present/future)\n\t\tArray.from( this.element.childNodes ).forEach( ( backgroundh, h ) => {\n\n\t\t\tbackgroundh.classList.remove( 'past', 'present', 'future' );\n\n\t\t\tif( h < indices.h ) {\n\t\t\t\tbackgroundh.classList.add( horizontalPast );\n\t\t\t}\n\t\t\telse if ( h > indices.h ) {\n\t\t\t\tbackgroundh.classList.add( horizontalFuture );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tbackgroundh.classList.add( 'present' );\n\n\t\t\t\t// Store a reference to the current background element\n\t\t\t\tcurrentBackground = backgroundh;\n\t\t\t}\n\n\t\t\tif( includeAll || h === indices.h ) {\n\t\t\t\tqueryAll( backgroundh, '.slide-background' ).forEach( ( backgroundv, v ) => {\n\n\t\t\t\t\tbackgroundv.classList.remove( 'past', 'present', 'future' );\n\n\t\t\t\t\tconst indexv = typeof indices.v === 'number' ? indices.v : 0;\n\n\t\t\t\t\tif( v < indexv ) {\n\t\t\t\t\t\tbackgroundv.classList.add( 'past' );\n\t\t\t\t\t}\n\t\t\t\t\telse if ( v > indexv ) {\n\t\t\t\t\t\tbackgroundv.classList.add( 'future' );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tbackgroundv.classList.add( 'present' );\n\n\t\t\t\t\t\t// Only if this is the present horizontal and vertical slide\n\t\t\t\t\t\tif( h === indices.h ) currentBackground = backgroundv;\n\t\t\t\t\t}\n\n\t\t\t\t} );\n\t\t\t}\n\n\t\t} );\n\n\t\t// The previous background may refer to a DOM element that has\n\t\t// been removed after a presentation is synced & bgs are recreated\n\t\tif( this.previousBackground && !this.previousBackground.closest( 'body' ) ) {\n\t\t\tthis.previousBackground = null;\n\t\t}\n\n\t\tif( currentBackground && this.previousBackground ) {\n\n\t\t\t// Don't transition between identical backgrounds. This\n\t\t\t// prevents unwanted flicker.\n\t\t\tlet previousBackgroundHash = this.previousBackground.getAttribute( 'data-background-hash' );\n\t\t\tlet currentBackgroundHash = currentBackground.getAttribute( 'data-background-hash' );\n\n\t\t\tif( currentBackgroundHash && currentBackgroundHash === previousBackgroundHash && currentBackground !== this.previousBackground ) {\n\t\t\t\tthis.element.classList.add( 'no-transition' );\n\n\t\t\t\t// If multiple slides have the same background video, carry\n\t\t\t\t// the <video> element forward so that it plays continuously\n\t\t\t\t// across multiple slides\n\t\t\t\tconst currentVideo = currentBackground.querySelector( 'video' );\n\t\t\t\tconst previousVideo = this.previousBackground.querySelector( 'video' );\n\n\t\t\t\tif( currentVideo && previousVideo ) {\n\n\t\t\t\t\tconst currentVideoParent = currentVideo.parentNode;\n\t\t\t\t\tconst previousVideoParent = previousVideo.parentNode;\n\n\t\t\t\t\t// Swap the two videos\n\t\t\t\t\tpreviousVideoParent.appendChild( currentVideo );\n\t\t\t\t\tcurrentVideoParent.appendChild( previousVideo );\n\n\t\t\t\t}\n\t\t\t}\n\n\t\t}\n\n\t\t// Stop content inside of previous backgrounds\n\t\tif( this.previousBackground ) {\n\n\t\t\tthis.Reveal.slideContent.stopEmbeddedContent( this.previousBackground, { unloadIframes: !this.Reveal.slideContent.shouldPreload( this.previousBackground ) } );\n\n\t\t}\n\n\t\t// Start content in the current background\n\t\tif( currentBackground ) {\n\n\t\t\tthis.Reveal.slideContent.startEmbeddedContent( currentBackground );\n\n\t\t\tlet currentBackgroundContent = currentBackground.querySelector( '.slide-background-content' );\n\t\t\tif( currentBackgroundContent ) {\n\n\t\t\t\tlet backgroundImageURL = currentBackgroundContent.style.backgroundImage || '';\n\n\t\t\t\t// Restart GIFs (doesn't work in Firefox)\n\t\t\t\tif( /\\.gif/i.test( backgroundImageURL ) ) {\n\t\t\t\t\tcurrentBackgroundContent.style.backgroundImage = '';\n\t\t\t\t\twindow.getComputedStyle( currentBackgroundContent ).opacity;\n\t\t\t\t\tcurrentBackgroundContent.style.backgroundImage = backgroundImageURL;\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t\tthis.previousBackground = currentBackground;\n\n\t\t}\n\n\t\t// If there's a background brightness flag for this slide,\n\t\t// bubble it to the .reveal container\n\t\tif( currentSlide ) {\n\t\t\tthis.bubbleSlideContrastClassToElement( currentSlide, this.Reveal.getRevealElement() );\n\t\t}\n\n\t\t// Allow the first background to apply without transition\n\t\tsetTimeout( () => {\n\t\t\tthis.element.classList.remove( 'no-transition' );\n\t\t}, 10 );\n\n\t}\n\n\t/**\n\t * Updates the position of the parallax background based\n\t * on the current slide index.\n\t */\n\tupdateParallax() {\n\n\t\tlet indices = this.Reveal.getIndices();\n\n\t\tif( this.Reveal.getConfig().parallaxBackgroundImage ) {\n\n\t\t\tlet horizontalSlides = this.Reveal.getHorizontalSlides(),\n\t\t\t\tverticalSlides = this.Reveal.getVerticalSlides();\n\n\t\t\tlet backgroundSize = this.element.style.backgroundSize.split( ' ' ),\n\t\t\t\tbackgroundWidth, backgroundHeight;\n\n\t\t\tif( backgroundSize.length === 1 ) {\n\t\t\t\tbackgroundWidth = backgroundHeight = parseInt( backgroundSize[0], 10 );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tbackgroundWidth = parseInt( backgroundSize[0], 10 );\n\t\t\t\tbackgroundHeight = parseInt( backgroundSize[1], 10 );\n\t\t\t}\n\n\t\t\tlet slideWidth = this.element.offsetWidth,\n\t\t\t\thorizontalSlideCount = horizontalSlides.length,\n\t\t\t\thorizontalOffsetMultiplier,\n\t\t\t\thorizontalOffset;\n\n\t\t\tif( typeof this.Reveal.getConfig().parallaxBackgroundHorizontal === 'number' ) {\n\t\t\t\thorizontalOffsetMultiplier = this.Reveal.getConfig().parallaxBackgroundHorizontal;\n\t\t\t}\n\t\t\telse {\n\t\t\t\thorizontalOffsetMultiplier = horizontalSlideCount > 1 ? ( backgroundWidth - slideWidth ) / ( horizontalSlideCount-1 ) : 0;\n\t\t\t}\n\n\t\t\thorizontalOffset = horizontalOffsetMultiplier * indices.h * -1;\n\n\t\t\tlet slideHeight = this.element.offsetHeight,\n\t\t\t\tverticalSlideCount = verticalSlides.length,\n\t\t\t\tverticalOffsetMultiplier,\n\t\t\t\tverticalOffset;\n\n\t\t\tif( typeof this.Reveal.getConfig().parallaxBackgroundVertical === 'number' ) {\n\t\t\t\tverticalOffsetMultiplier = this.Reveal.getConfig().parallaxBackgroundVertical;\n\t\t\t}\n\t\t\telse {\n\t\t\t\tverticalOffsetMultiplier = ( backgroundHeight - slideHeight ) / ( verticalSlideCount-1 );\n\t\t\t}\n\n\t\t\tverticalOffset = verticalSlideCount > 0 ?  verticalOffsetMultiplier * indices.v : 0;\n\n\t\t\tthis.element.style.backgroundPosition = horizontalOffset + 'px ' + -verticalOffset + 'px';\n\n\t\t}\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.element.remove();\n\n\t}\n\n}\n","import { queryAll, extend, createStyleSheet, matches, closest } from '../utils/util.js'\nimport { FRAGMENT_STYLE_REGEX } from '../utils/constants.js'\n\n// Counter used to generate unique IDs for auto-animated elements\nlet autoAnimateCounter = 0;\n\n/**\n * Automatically animates matching elements across\n * slides with the [data-auto-animate] attribute.\n */\nexport default class AutoAnimate {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\t/**\n\t * Runs an auto-animation between the given slides.\n\t *\n\t * @param  {HTMLElement} fromSlide\n\t * @param  {HTMLElement} toSlide\n\t */\n\trun( fromSlide, toSlide ) {\n\n\t\t// Clean up after prior animations\n\t\tthis.reset();\n\n\t\tlet allSlides = this.Reveal.getSlides();\n\t\tlet toSlideIndex = allSlides.indexOf( toSlide );\n\t\tlet fromSlideIndex = allSlides.indexOf( fromSlide );\n\n\t\t// Ensure that;\n\t\t// 1. Both slides exist.\n\t\t// 2. Both slides are auto-animate targets with the same\n\t\t//    data-auto-animate-id value (including null if absent on both).\n\t\t// 3. data-auto-animate-restart isn't set on the physically latter\n\t\t//    slide (independent of slide direction).\n\t\tif( fromSlide && toSlide && fromSlide.hasAttribute( 'data-auto-animate' ) && toSlide.hasAttribute( 'data-auto-animate' )\n\t\t\t\t&& fromSlide.getAttribute( 'data-auto-animate-id' ) === toSlide.getAttribute( 'data-auto-animate-id' ) \n\t\t\t\t&& !( toSlideIndex > fromSlideIndex ? toSlide : fromSlide ).hasAttribute( 'data-auto-animate-restart' ) ) {\n\n\t\t\t// Create a new auto-animate sheet\n\t\t\tthis.autoAnimateStyleSheet = this.autoAnimateStyleSheet || createStyleSheet();\n\n\t\t\tlet animationOptions = this.getAutoAnimateOptions( toSlide );\n\n\t\t\t// Set our starting state\n\t\t\tfromSlide.dataset.autoAnimate = 'pending';\n\t\t\ttoSlide.dataset.autoAnimate = 'pending';\n\n\t\t\t// Flag the navigation direction, needed for fragment buildup\n\t\t\tanimationOptions.slideDirection = toSlideIndex > fromSlideIndex ? 'forward' : 'backward';\n\n\t\t\t// If the from-slide is hidden because it has moved outside\n\t\t\t// the view distance, we need to temporarily show it while\n\t\t\t// measuring\n\t\t\tlet fromSlideIsHidden = fromSlide.style.display === 'none';\n\t\t\tif( fromSlideIsHidden ) fromSlide.style.display = this.Reveal.getConfig().display;\n\n\t\t\t// Inject our auto-animate styles for this transition\n\t\t\tlet css = this.getAutoAnimatableElements( fromSlide, toSlide ).map( elements => {\n\t\t\t\treturn this.autoAnimateElements( elements.from, elements.to, elements.options || {}, animationOptions, autoAnimateCounter++ );\n\t\t\t} );\n\n\t\t\tif( fromSlideIsHidden ) fromSlide.style.display = 'none';\n\n\t\t\t// Animate unmatched elements, if enabled\n\t\t\tif( toSlide.dataset.autoAnimateUnmatched !== 'false' && this.Reveal.getConfig().autoAnimateUnmatched === true ) {\n\n\t\t\t\t// Our default timings for unmatched elements\n\t\t\t\tlet defaultUnmatchedDuration = animationOptions.duration * 0.8,\n\t\t\t\t\tdefaultUnmatchedDelay = animationOptions.duration * 0.2;\n\n\t\t\t\tthis.getUnmatchedAutoAnimateElements( toSlide ).forEach( unmatchedElement => {\n\n\t\t\t\t\tlet unmatchedOptions = this.getAutoAnimateOptions( unmatchedElement, animationOptions );\n\t\t\t\t\tlet id = 'unmatched';\n\n\t\t\t\t\t// If there is a duration or delay set specifically for this\n\t\t\t\t\t// element our unmatched elements should adhere to those\n\t\t\t\t\tif( unmatchedOptions.duration !== animationOptions.duration || unmatchedOptions.delay !== animationOptions.delay ) {\n\t\t\t\t\t\tid = 'unmatched-' + autoAnimateCounter++;\n\t\t\t\t\t\tcss.push( `[data-auto-animate=\"running\"] [data-auto-animate-target=\"${id}\"] { transition: opacity ${unmatchedOptions.duration}s ease ${unmatchedOptions.delay}s; }` );\n\t\t\t\t\t}\n\n\t\t\t\t\tunmatchedElement.dataset.autoAnimateTarget = id;\n\n\t\t\t\t}, this );\n\n\t\t\t\t// Our default transition for unmatched elements\n\t\t\t\tcss.push( `[data-auto-animate=\"running\"] [data-auto-animate-target=\"unmatched\"] { transition: opacity ${defaultUnmatchedDuration}s ease ${defaultUnmatchedDelay}s; }` );\n\n\t\t\t}\n\n\t\t\t// Setting the whole chunk of CSS at once is the most\n\t\t\t// efficient way to do this. Using sheet.insertRule\n\t\t\t// is multiple factors slower.\n\t\t\tthis.autoAnimateStyleSheet.innerHTML = css.join( '' );\n\n\t\t\t// Start the animation next cycle\n\t\t\trequestAnimationFrame( () => {\n\t\t\t\tif( this.autoAnimateStyleSheet ) {\n\t\t\t\t\t// This forces our newly injected styles to be applied in Firefox\n\t\t\t\t\tgetComputedStyle( this.autoAnimateStyleSheet ).fontWeight;\n\n\t\t\t\t\ttoSlide.dataset.autoAnimate = 'running';\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'autoanimate',\n\t\t\t\tdata: {\n\t\t\t\t\tfromSlide,\n\t\t\t\t\ttoSlide,\n\t\t\t\t\tsheet: this.autoAnimateStyleSheet\n\t\t\t\t}\n\t\t\t});\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Rolls back all changes that we've made to the DOM so\n\t * that as part of animating.\n\t */\n\treset() {\n\n\t\t// Reset slides\n\t\tqueryAll( this.Reveal.getRevealElement(), '[data-auto-animate]:not([data-auto-animate=\"\"])' ).forEach( element => {\n\t\t\telement.dataset.autoAnimate = '';\n\t\t} );\n\n\t\t// Reset elements\n\t\tqueryAll( this.Reveal.getRevealElement(), '[data-auto-animate-target]' ).forEach( element => {\n\t\t\tdelete element.dataset.autoAnimateTarget;\n\t\t} );\n\n\t\t// Remove the animation sheet\n\t\tif( this.autoAnimateStyleSheet && this.autoAnimateStyleSheet.parentNode ) {\n\t\t\tthis.autoAnimateStyleSheet.parentNode.removeChild( this.autoAnimateStyleSheet );\n\t\t\tthis.autoAnimateStyleSheet = null;\n\t\t}\n\n\t}\n\n\t/**\n\t * Creates a FLIP animation where the `to` element starts out\n\t * in the `from` element position and animates to its original\n\t * state.\n\t *\n\t * @param {HTMLElement} from\n\t * @param {HTMLElement} to\n\t * @param {Object} elementOptions Options for this element pair\n\t * @param {Object} animationOptions Options set at the slide level\n\t * @param {String} id Unique ID that we can use to identify this\n\t * auto-animate element in the DOM\n\t */\n\tautoAnimateElements( from, to, elementOptions, animationOptions, id ) {\n\n\t\t// 'from' elements are given a data-auto-animate-target with no value,\n\t\t// 'to' elements are are given a data-auto-animate-target with an ID\n\t\tfrom.dataset.autoAnimateTarget = '';\n\t\tto.dataset.autoAnimateTarget = id;\n\n\t\t// Each element may override any of the auto-animate options\n\t\t// like transition easing, duration and delay via data-attributes\n\t\tlet options = this.getAutoAnimateOptions( to, animationOptions );\n\n\t\t// If we're using a custom element matcher the element options\n\t\t// may contain additional transition overrides\n\t\tif( typeof elementOptions.delay !== 'undefined' ) options.delay = elementOptions.delay;\n\t\tif( typeof elementOptions.duration !== 'undefined' ) options.duration = elementOptions.duration;\n\t\tif( typeof elementOptions.easing !== 'undefined' ) options.easing = elementOptions.easing;\n\n\t\tlet fromProps = this.getAutoAnimatableProperties( 'from', from, elementOptions ),\n\t\t\ttoProps = this.getAutoAnimatableProperties( 'to', to, elementOptions );\n\n\t\t// Maintain fragment visibility for matching elements when\n\t\t// we're navigating forwards, this way the viewer won't need\n\t\t// to step through the same fragments twice\n\t\tif( to.classList.contains( 'fragment' ) ) {\n\n\t\t\t// Don't auto-animate the opacity of fragments to avoid\n\t\t\t// conflicts with fragment animations\n\t\t\tdelete toProps.styles['opacity'];\n\n\t\t\tif( from.classList.contains( 'fragment' ) ) {\n\n\t\t\t\tlet fromFragmentStyle = ( from.className.match( FRAGMENT_STYLE_REGEX ) || [''] )[0];\n\t\t\t\tlet toFragmentStyle = ( to.className.match( FRAGMENT_STYLE_REGEX ) || [''] )[0];\n\n\t\t\t\t// Only skip the fragment if the fragment animation style\n\t\t\t\t// remains unchanged\n\t\t\t\tif( fromFragmentStyle === toFragmentStyle && animationOptions.slideDirection === 'forward' ) {\n\t\t\t\t\tto.classList.add( 'visible', 'disabled' );\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}\n\n\t\t// If translation and/or scaling are enabled, css transform\n\t\t// the 'to' element so that it matches the position and size\n\t\t// of the 'from' element\n\t\tif( elementOptions.translate !== false || elementOptions.scale !== false ) {\n\n\t\t\tlet presentationScale = this.Reveal.getScale();\n\n\t\t\tlet delta = {\n\t\t\t\tx: ( fromProps.x - toProps.x ) / presentationScale,\n\t\t\t\ty: ( fromProps.y - toProps.y ) / presentationScale,\n\t\t\t\tscaleX: fromProps.width / toProps.width,\n\t\t\t\tscaleY: fromProps.height / toProps.height\n\t\t\t};\n\n\t\t\t// Limit decimal points to avoid 0.0001px blur and stutter\n\t\t\tdelta.x = Math.round( delta.x * 1000 ) / 1000;\n\t\t\tdelta.y = Math.round( delta.y * 1000 ) / 1000;\n\t\t\tdelta.scaleX = Math.round( delta.scaleX * 1000 ) / 1000;\n\t\t\tdelta.scaleX = Math.round( delta.scaleX * 1000 ) / 1000;\n\n\t\t\tlet translate = elementOptions.translate !== false && ( delta.x !== 0 || delta.y !== 0 ),\n\t\t\t\tscale = elementOptions.scale !== false && ( delta.scaleX !== 0 || delta.scaleY !== 0 );\n\n\t\t\t// No need to transform if nothing's changed\n\t\t\tif( translate || scale ) {\n\n\t\t\t\tlet transform = [];\n\n\t\t\t\tif( translate ) transform.push( `translate(${delta.x}px, ${delta.y}px)` );\n\t\t\t\tif( scale ) transform.push( `scale(${delta.scaleX}, ${delta.scaleY})` );\n\n\t\t\t\tfromProps.styles['transform'] = transform.join( ' ' );\n\t\t\t\tfromProps.styles['transform-origin'] = 'top left';\n\n\t\t\t\ttoProps.styles['transform'] = 'none';\n\n\t\t\t}\n\n\t\t}\n\n\t\t// Delete all unchanged 'to' styles\n\t\tfor( let propertyName in toProps.styles ) {\n\t\t\tconst toValue = toProps.styles[propertyName];\n\t\t\tconst fromValue = fromProps.styles[propertyName];\n\n\t\t\tif( toValue === fromValue ) {\n\t\t\t\tdelete toProps.styles[propertyName];\n\t\t\t}\n\t\t\telse {\n\t\t\t\t// If these property values were set via a custom matcher providing\n\t\t\t\t// an explicit 'from' and/or 'to' value, we always inject those values.\n\t\t\t\tif( toValue.explicitValue === true ) {\n\t\t\t\t\ttoProps.styles[propertyName] = toValue.value;\n\t\t\t\t}\n\n\t\t\t\tif( fromValue.explicitValue === true ) {\n\t\t\t\t\tfromProps.styles[propertyName] = fromValue.value;\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tlet css = '';\n\n\t\tlet toStyleProperties = Object.keys( toProps.styles );\n\n\t\t// Only create animate this element IF at least one style\n\t\t// property has changed\n\t\tif( toStyleProperties.length > 0 ) {\n\n\t\t\t// Instantly move to the 'from' state\n\t\t\tfromProps.styles['transition'] = 'none';\n\n\t\t\t// Animate towards the 'to' state\n\t\t\ttoProps.styles['transition'] = `all ${options.duration}s ${options.easing} ${options.delay}s`;\n\t\t\ttoProps.styles['transition-property'] = toStyleProperties.join( ', ' );\n\t\t\ttoProps.styles['will-change'] = toStyleProperties.join( ', ' );\n\n\t\t\t// Build up our custom CSS. We need to override inline styles\n\t\t\t// so we need to make our styles vErY IMPORTANT!1!!\n\t\t\tlet fromCSS = Object.keys( fromProps.styles ).map( propertyName => {\n\t\t\t\treturn propertyName + ': ' + fromProps.styles[propertyName] + ' !important;';\n\t\t\t} ).join( '' );\n\n\t\t\tlet toCSS = Object.keys( toProps.styles ).map( propertyName => {\n\t\t\t\treturn propertyName + ': ' + toProps.styles[propertyName] + ' !important;';\n\t\t\t} ).join( '' );\n\n\t\t\tcss = \t'[data-auto-animate-target=\"'+ id +'\"] {'+ fromCSS +'}' +\n\t\t\t\t\t'[data-auto-animate=\"running\"] [data-auto-animate-target=\"'+ id +'\"] {'+ toCSS +'}';\n\n\t\t}\n\n\t\treturn css;\n\n\t}\n\n\t/**\n\t * Returns the auto-animate options for the given element.\n\t *\n\t * @param {HTMLElement} element Element to pick up options\n\t * from, either a slide or an animation target\n\t * @param {Object} [inheritedOptions] Optional set of existing\n\t * options\n\t */\n\tgetAutoAnimateOptions( element, inheritedOptions ) {\n\n\t\tlet options = {\n\t\t\teasing: this.Reveal.getConfig().autoAnimateEasing,\n\t\t\tduration: this.Reveal.getConfig().autoAnimateDuration,\n\t\t\tdelay: 0\n\t\t};\n\n\t\toptions = extend( options, inheritedOptions );\n\n\t\t// Inherit options from parent elements\n\t\tif( element.parentNode ) {\n\t\t\tlet autoAnimatedParent = closest( element.parentNode, '[data-auto-animate-target]' );\n\t\t\tif( autoAnimatedParent ) {\n\t\t\t\toptions = this.getAutoAnimateOptions( autoAnimatedParent, options );\n\t\t\t}\n\t\t}\n\n\t\tif( element.dataset.autoAnimateEasing ) {\n\t\t\toptions.easing = element.dataset.autoAnimateEasing;\n\t\t}\n\n\t\tif( element.dataset.autoAnimateDuration ) {\n\t\t\toptions.duration = parseFloat( element.dataset.autoAnimateDuration );\n\t\t}\n\n\t\tif( element.dataset.autoAnimateDelay ) {\n\t\t\toptions.delay = parseFloat( element.dataset.autoAnimateDelay );\n\t\t}\n\n\t\treturn options;\n\n\t}\n\n\t/**\n\t * Returns an object containing all of the properties\n\t * that can be auto-animated for the given element and\n\t * their current computed values.\n\t *\n\t * @param {String} direction 'from' or 'to'\n\t */\n\tgetAutoAnimatableProperties( direction, element, elementOptions ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\n\t\tlet properties = { styles: [] };\n\n\t\t// Position and size\n\t\tif( elementOptions.translate !== false || elementOptions.scale !== false ) {\n\t\t\tlet bounds;\n\n\t\t\t// Custom auto-animate may optionally return a custom tailored\n\t\t\t// measurement function\n\t\t\tif( typeof elementOptions.measure === 'function' ) {\n\t\t\t\tbounds = elementOptions.measure( element );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tif( config.center ) {\n\t\t\t\t\t// More precise, but breaks when used in combination\n\t\t\t\t\t// with zoom for scaling the deck ¯\\_(ツ)_/¯\n\t\t\t\t\tbounds = element.getBoundingClientRect();\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tlet scale = this.Reveal.getScale();\n\t\t\t\t\tbounds = {\n\t\t\t\t\t\tx: element.offsetLeft * scale,\n\t\t\t\t\t\ty: element.offsetTop * scale,\n\t\t\t\t\t\twidth: element.offsetWidth * scale,\n\t\t\t\t\t\theight: element.offsetHeight * scale\n\t\t\t\t\t};\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tproperties.x = bounds.x;\n\t\t\tproperties.y = bounds.y;\n\t\t\tproperties.width = bounds.width;\n\t\t\tproperties.height = bounds.height;\n\t\t}\n\n\t\tconst computedStyles = getComputedStyle( element );\n\n\t\t// CSS styles\n\t\t( elementOptions.styles || config.autoAnimateStyles ).forEach( style => {\n\t\t\tlet value;\n\n\t\t\t// `style` is either the property name directly, or an object\n\t\t\t// definition of a style property\n\t\t\tif( typeof style === 'string' ) style = { property: style };\n\n\t\t\tif( typeof style.from !== 'undefined' && direction === 'from' ) {\n\t\t\t\tvalue = { value: style.from, explicitValue: true };\n\t\t\t}\n\t\t\telse if( typeof style.to !== 'undefined' && direction === 'to' ) {\n\t\t\t\tvalue = { value: style.to, explicitValue: true };\n\t\t\t}\n\t\t\telse {\n\t\t\t\t// Use a unitless value for line-height so that it inherits properly\n\t\t\t\tif( style.property === 'line-height' ) {\n\t\t\t\t\tvalue = parseFloat( computedStyles['line-height'] ) / parseFloat( computedStyles['font-size'] );\n\t\t\t\t}\n\n\t\t\t\tif( isNaN(value) ) {\n\t\t\t\t\tvalue = computedStyles[style.property];\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tif( value !== '' ) {\n\t\t\t\tproperties.styles[style.property] = value;\n\t\t\t}\n\t\t} );\n\n\t\treturn properties;\n\n\t}\n\n\t/**\n\t * Get a list of all element pairs that we can animate\n\t * between the given slides.\n\t *\n\t * @param {HTMLElement} fromSlide\n\t * @param {HTMLElement} toSlide\n\t *\n\t * @return {Array} Each value is an array where [0] is\n\t * the element we're animating from and [1] is the\n\t * element we're animating to\n\t */\n\tgetAutoAnimatableElements( fromSlide, toSlide ) {\n\n\t\tlet matcher = typeof this.Reveal.getConfig().autoAnimateMatcher === 'function' ? this.Reveal.getConfig().autoAnimateMatcher : this.getAutoAnimatePairs;\n\n\t\tlet pairs = matcher.call( this, fromSlide, toSlide );\n\n\t\tlet reserved = [];\n\n\t\t// Remove duplicate pairs\n\t\treturn pairs.filter( ( pair, index ) => {\n\t\t\tif( reserved.indexOf( pair.to ) === -1 ) {\n\t\t\t\treserved.push( pair.to );\n\t\t\t\treturn true;\n\t\t\t}\n\t\t} );\n\n\t}\n\n\t/**\n\t * Identifies matching elements between slides.\n\t *\n\t * You can specify a custom matcher function by using\n\t * the `autoAnimateMatcher` config option.\n\t */\n\tgetAutoAnimatePairs( fromSlide, toSlide ) {\n\n\t\tlet pairs = [];\n\n\t\tconst codeNodes = 'pre';\n\t\tconst textNodes = 'h1, h2, h3, h4, h5, h6, p, li';\n\t\tconst mediaNodes = 'img, video, iframe';\n\n\t\t// Explicit matches via data-id\n\t\tthis.findAutoAnimateMatches( pairs, fromSlide, toSlide, '[data-id]', node => {\n\t\t\treturn node.nodeName + ':::' + node.getAttribute( 'data-id' );\n\t\t} );\n\n\t\t// Text\n\t\tthis.findAutoAnimateMatches( pairs, fromSlide, toSlide, textNodes, node => {\n\t\t\treturn node.nodeName + ':::' + node.innerText;\n\t\t} );\n\n\t\t// Media\n\t\tthis.findAutoAnimateMatches( pairs, fromSlide, toSlide, mediaNodes, node => {\n\t\t\treturn node.nodeName + ':::' + ( node.getAttribute( 'src' ) || node.getAttribute( 'data-src' ) );\n\t\t} );\n\n\t\t// Code\n\t\tthis.findAutoAnimateMatches( pairs, fromSlide, toSlide, codeNodes, node => {\n\t\t\treturn node.nodeName + ':::' + node.innerText;\n\t\t} );\n\n\t\tpairs.forEach( pair => {\n\t\t\t// Disable scale transformations on text nodes, we transition\n\t\t\t// each individual text property instead\n\t\t\tif( matches( pair.from, textNodes ) ) {\n\t\t\t\tpair.options = { scale: false };\n\t\t\t}\n\t\t\t// Animate individual lines of code\n\t\t\telse if( matches( pair.from, codeNodes ) ) {\n\n\t\t\t\t// Transition the code block's width and height instead of scaling\n\t\t\t\t// to prevent its content from being squished\n\t\t\t\tpair.options = { scale: false, styles: [ 'width', 'height' ] };\n\n\t\t\t\t// Lines of code\n\t\t\t\tthis.findAutoAnimateMatches( pairs, pair.from, pair.to, '.hljs .hljs-ln-code', node => {\n\t\t\t\t\treturn node.textContent;\n\t\t\t\t}, {\n\t\t\t\t\tscale: false,\n\t\t\t\t\tstyles: [],\n\t\t\t\t\tmeasure: this.getLocalBoundingBox.bind( this )\n\t\t\t\t} );\n\n\t\t\t\t// Line numbers\n\t\t\t\tthis.findAutoAnimateMatches( pairs, pair.from, pair.to, '.hljs .hljs-ln-numbers[data-line-number]', node => {\n\t\t\t\t\treturn node.getAttribute( 'data-line-number' );\n\t\t\t\t}, {\n\t\t\t\t\tscale: false,\n\t\t\t\t\tstyles: [ 'width' ],\n\t\t\t\t\tmeasure: this.getLocalBoundingBox.bind( this )\n\t\t\t\t} );\n\n\t\t\t}\n\n\t\t}, this );\n\n\t\treturn pairs;\n\n\t}\n\n\t/**\n\t * Helper method which returns a bounding box based on\n\t * the given elements offset coordinates.\n\t *\n\t * @param {HTMLElement} element\n\t * @return {Object} x, y, width, height\n\t */\n\tgetLocalBoundingBox( element ) {\n\n\t\tconst presentationScale = this.Reveal.getScale();\n\n\t\treturn {\n\t\t\tx: Math.round( ( element.offsetLeft * presentationScale ) * 100 ) / 100,\n\t\t\ty: Math.round( ( element.offsetTop * presentationScale ) * 100 ) / 100,\n\t\t\twidth: Math.round( ( element.offsetWidth * presentationScale ) * 100 ) / 100,\n\t\t\theight: Math.round( ( element.offsetHeight * presentationScale ) * 100 ) / 100\n\t\t};\n\n\t}\n\n\t/**\n\t * Finds matching elements between two slides.\n\t *\n\t * @param {Array} pairs            \tList of pairs to push matches to\n\t * @param {HTMLElement} fromScope   Scope within the from element exists\n\t * @param {HTMLElement} toScope     Scope within the to element exists\n\t * @param {String} selector         CSS selector of the element to match\n\t * @param {Function} serializer     A function that accepts an element and returns\n\t *                                  a stringified ID based on its contents\n\t * @param {Object} animationOptions Optional config options for this pair\n\t */\n\tfindAutoAnimateMatches( pairs, fromScope, toScope, selector, serializer, animationOptions ) {\n\n\t\tlet fromMatches = {};\n\t\tlet toMatches = {};\n\n\t\t[].slice.call( fromScope.querySelectorAll( selector ) ).forEach( ( element, i ) => {\n\t\t\tconst key = serializer( element );\n\t\t\tif( typeof key === 'string' && key.length ) {\n\t\t\t\tfromMatches[key] = fromMatches[key] || [];\n\t\t\t\tfromMatches[key].push( element );\n\t\t\t}\n\t\t} );\n\n\t\t[].slice.call( toScope.querySelectorAll( selector ) ).forEach( ( element, i ) => {\n\t\t\tconst key = serializer( element );\n\t\t\ttoMatches[key] = toMatches[key] || [];\n\t\t\ttoMatches[key].push( element );\n\n\t\t\tlet fromElement;\n\n\t\t\t// Retrieve the 'from' element\n\t\t\tif( fromMatches[key] ) {\n\t\t\t\tconst primaryIndex = toMatches[key].length - 1;\n\t\t\t\tconst secondaryIndex = fromMatches[key].length - 1;\n\n\t\t\t\t// If there are multiple identical from elements, retrieve\n\t\t\t\t// the one at the same index as our to-element.\n\t\t\t\tif( fromMatches[key][ primaryIndex ] ) {\n\t\t\t\t\tfromElement = fromMatches[key][ primaryIndex ];\n\t\t\t\t\tfromMatches[key][ primaryIndex ] = null;\n\t\t\t\t}\n\t\t\t\t// If there are no matching from-elements at the same index,\n\t\t\t\t// use the last one.\n\t\t\t\telse if( fromMatches[key][ secondaryIndex ] ) {\n\t\t\t\t\tfromElement = fromMatches[key][ secondaryIndex ];\n\t\t\t\t\tfromMatches[key][ secondaryIndex ] = null;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// If we've got a matching pair, push it to the list of pairs\n\t\t\tif( fromElement ) {\n\t\t\t\tpairs.push({\n\t\t\t\t\tfrom: fromElement,\n\t\t\t\t\tto: element,\n\t\t\t\t\toptions: animationOptions\n\t\t\t\t});\n\t\t\t}\n\t\t} );\n\n\t}\n\n\t/**\n\t * Returns a all elements within the given scope that should\n\t * be considered unmatched in an auto-animate transition. If\n\t * fading of unmatched elements is turned on, these elements\n\t * will fade when going between auto-animate slides.\n\t *\n\t * Note that parents of auto-animate targets are NOT considered\n\t * unmatched since fading them would break the auto-animation.\n\t *\n\t * @param {HTMLElement} rootElement\n\t * @return {Array}\n\t */\n\tgetUnmatchedAutoAnimateElements( rootElement ) {\n\n\t\treturn [].slice.call( rootElement.children ).reduce( ( result, element ) => {\n\n\t\t\tconst containsAnimatedElements = element.querySelector( '[data-auto-animate-target]' );\n\n\t\t\t// The element is unmatched if\n\t\t\t// - It is not an auto-animate target\n\t\t\t// - It does not contain any auto-animate targets\n\t\t\tif( !element.hasAttribute( 'data-auto-animate-target' ) && !containsAnimatedElements ) {\n\t\t\t\tresult.push( element );\n\t\t\t}\n\n\t\t\tif( element.querySelector( '[data-auto-animate-target]' ) ) {\n\t\t\t\tresult = result.concat( this.getUnmatchedAutoAnimateElements( element ) );\n\t\t\t}\n\n\t\t\treturn result;\n\n\t\t}, [] );\n\n\t}\n\n}\n","import { HORIZONTAL_SLIDES_SELECTOR, HORIZONTAL_BACKGROUNDS_SELECTOR } from '../utils/constants.js'\nimport { queryAll } from '../utils/util.js'\n\nconst HIDE_SCROLLBAR_TIMEOUT = 500;\nconst MAX_PROGRESS_SPACING = 4;\nconst MIN_PROGRESS_SEGMENT_HEIGHT = 6;\nconst MIN_PLAYHEAD_HEIGHT = 8;\n\n/**\n * The scroll view lets you read a reveal.js presentation\n * as a linear scrollable page.\n */\nexport default class ScrollView {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.active = false;\n\t\tthis.activatedCallbacks = [];\n\n\t\tthis.onScroll = this.onScroll.bind( this );\n\n\t}\n\n\t/**\n\t * Activates the scroll view. This rearranges the presentation DOM\n\t * by—among other things—wrapping each slide in a page element.\n\t */\n\tactivate() {\n\n\t\tif( this.active ) return;\n\n\t\tconst stateBeforeActivation = this.Reveal.getState();\n\n\t\tthis.active = true;\n\n\t\t// Store the full presentation HTML so that we can restore it\n\t\t// when/if the scroll view is deactivated\n\t\tthis.slideHTMLBeforeActivation = this.Reveal.getSlidesElement().innerHTML;\n\n\t\tconst horizontalSlides = queryAll( this.Reveal.getRevealElement(), HORIZONTAL_SLIDES_SELECTOR );\n\t\tconst horizontalBackgrounds = queryAll( this.Reveal.getRevealElement(), HORIZONTAL_BACKGROUNDS_SELECTOR );\n\n\t\tthis.viewportElement.classList.add( 'loading-scroll-mode', 'reveal-scroll' );\n\n\t\tlet presentationBackground;\n\n\t\tconst viewportStyles = window.getComputedStyle( this.viewportElement );\n\t\tif( viewportStyles && viewportStyles.background ) {\n\t\t\tpresentationBackground = viewportStyles.background;\n\t\t}\n\n\t\tconst pageElements = [];\n\t\tconst pageContainer = horizontalSlides[0].parentNode;\n\n\t\tlet previousSlide;\n\n\t\t// Creates a new page element and appends the given slide/bg\n\t\t// to it.\n\t\tconst createPageElement = ( slide, h, v, isVertical ) => {\n\n\t\t\tlet contentContainer;\n\n\t\t\t// If this slide is part of an auto-animation sequence, we\n\t\t\t// group it under the same page element as the previous slide\n\t\t\tif( previousSlide && this.Reveal.shouldAutoAnimateBetween( previousSlide, slide ) ) {\n\t\t\t\tcontentContainer = document.createElement( 'div' );\n\t\t\t\tcontentContainer.className = 'scroll-page-content scroll-auto-animate-page';\n\t\t\t\tcontentContainer.style.display = 'none';\n\t\t\t\tpreviousSlide.closest( '.scroll-page-content' ).parentNode.appendChild( contentContainer );\n\t\t\t}\n\t\t\telse {\n\t\t\t\t// Wrap the slide in a page element and hide its overflow\n\t\t\t\t// so that no page ever flows onto another\n\t\t\t\tconst page = document.createElement( 'div' );\n\t\t\t\tpage.className = 'scroll-page';\n\t\t\t\tpageElements.push( page );\n\n\t\t\t\t// This transfers over the background of the vertical stack containing\n\t\t\t\t// the slide if it exists. Otherwise, it uses the presentation-wide\n\t\t\t\t// background.\n\t\t\t\tif( isVertical && horizontalBackgrounds.length > h ) {\n\t\t\t\t\tconst slideBackground = horizontalBackgrounds[h];\n\t\t\t\t\tconst pageBackground = window.getComputedStyle( slideBackground );\n\n\t\t\t\t\tif( pageBackground && pageBackground.background ) {\n\t\t\t\t\t\tpage.style.background = pageBackground.background;\n\t\t\t\t\t}\n\t\t\t\t\telse if( presentationBackground ) {\n\t\t\t\t\t\tpage.style.background = presentationBackground;\n\t\t\t\t\t}\n\t\t\t\t} else if( presentationBackground ) {\n\t\t\t\t\tpage.style.background = presentationBackground;\n\t\t\t\t}\n\n\t\t\t\tconst stickyContainer = document.createElement( 'div' );\n\t\t\t\tstickyContainer.className = 'scroll-page-sticky';\n\t\t\t\tpage.appendChild( stickyContainer );\n\n\t\t\t\tcontentContainer = document.createElement( 'div' );\n\t\t\t\tcontentContainer.className = 'scroll-page-content';\n\t\t\t\tstickyContainer.appendChild( contentContainer );\n\t\t\t}\n\n\t\t\tcontentContainer.appendChild( slide );\n\n\t\t\tslide.classList.remove( 'past', 'future' );\n\t\t\tslide.setAttribute( 'data-index-h', h );\n\t\t\tslide.setAttribute( 'data-index-v', v );\n\n\t\t\tif( slide.slideBackgroundElement ) {\n\t\t\t\tslide.slideBackgroundElement.remove( 'past', 'future' );\n\t\t\t\tcontentContainer.insertBefore( slide.slideBackgroundElement, slide );\n\t\t\t}\n\n\t\t\tpreviousSlide = slide;\n\n\t\t}\n\n\t\t// Slide and slide background layout\n\t\thorizontalSlides.forEach( ( horizontalSlide, h ) => {\n\n\t\t\tif( this.Reveal.isVerticalStack( horizontalSlide ) ) {\n\t\t\t\thorizontalSlide.querySelectorAll( 'section' ).forEach( ( verticalSlide, v ) => {\n\t\t\t\t\tcreatePageElement( verticalSlide, h, v, true );\n\t\t\t\t});\n\t\t\t}\n\t\t\telse {\n\t\t\t\tcreatePageElement( horizontalSlide, h, 0 );\n\t\t\t}\n\n\t\t}, this );\n\n\t\tthis.createProgressBar();\n\n\t\t// Remove leftover stacks\n\t\tqueryAll( this.Reveal.getRevealElement(), '.stack' ).forEach( stack => stack.remove() );\n\n\t\t// Add our newly created pages to the DOM\n\t\tpageElements.forEach( page => pageContainer.appendChild( page ) );\n\n\t\t// Re-run JS-based content layout after the slide is added to page DOM\n\t\tthis.Reveal.slideContent.layout( this.Reveal.getSlidesElement() );\n\n\t\tthis.Reveal.layout();\n\t\tthis.Reveal.setState( stateBeforeActivation );\n\n\t\tthis.activatedCallbacks.forEach( callback => callback() );\n\t\tthis.activatedCallbacks = [];\n\n\t\tthis.restoreScrollPosition();\n\n\t\tthis.viewportElement.classList.remove( 'loading-scroll-mode' );\n\t\tthis.viewportElement.addEventListener( 'scroll', this.onScroll, { passive: true } );\n\n\t}\n\n\t/**\n\t * Deactivates the scroll view and restores the standard slide-based\n\t * presentation.\n\t */\n\tdeactivate() {\n\n\t\tif( !this.active ) return;\n\n\t\tconst stateBeforeDeactivation = this.Reveal.getState();\n\n\t\tthis.active = false;\n\n\t\tthis.viewportElement.removeEventListener( 'scroll', this.onScroll );\n\t\tthis.viewportElement.classList.remove( 'reveal-scroll' );\n\n\t\tthis.removeProgressBar();\n\n\t\tthis.Reveal.getSlidesElement().innerHTML = this.slideHTMLBeforeActivation;\n\t\tthis.Reveal.sync();\n\t\tthis.Reveal.setState( stateBeforeDeactivation );\n\n\t\tthis.slideHTMLBeforeActivation = null;\n\n\t}\n\n\ttoggle( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? this.activate() : this.deactivate();\n\t\t}\n\t\telse {\n\t\t\tthis.isActive() ? this.deactivate() : this.activate();\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if the scroll view is currently active.\n\t */\n\tisActive() {\n\n\t\treturn this.active;\n\n\t}\n\n\t/**\n\t * Renders the progress bar component.\n\t */\n\tcreateProgressBar() {\n\n\t\tthis.progressBar = document.createElement( 'div' );\n\t\tthis.progressBar.className = 'scrollbar';\n\n\t\tthis.progressBarInner = document.createElement( 'div' );\n\t\tthis.progressBarInner.className = 'scrollbar-inner';\n\t\tthis.progressBar.appendChild( this.progressBarInner );\n\n\t\tthis.progressBarPlayhead = document.createElement( 'div' );\n\t\tthis.progressBarPlayhead.className = 'scrollbar-playhead';\n\t\tthis.progressBarInner.appendChild( this.progressBarPlayhead );\n\n\t\tthis.viewportElement.insertBefore( this.progressBar, this.viewportElement.firstChild );\n\n\t\tconst handleDocumentMouseMove\t= ( event ) => {\n\n\t\t\tlet progress = ( event.clientY - this.progressBarInner.getBoundingClientRect().top ) / this.progressBarHeight;\n\t\t\tprogress = Math.max( Math.min( progress, 1 ), 0 );\n\n\t\t\tthis.viewportElement.scrollTop = progress * ( this.viewportElement.scrollHeight - this.viewportElement.offsetHeight );\n\n\t\t};\n\n\t\tconst handleDocumentMouseUp = ( event ) => {\n\n\t\t\tthis.draggingProgressBar = false;\n\t\t\tthis.showProgressBar();\n\n\t\t\tdocument.removeEventListener( 'mousemove', handleDocumentMouseMove );\n\t\t\tdocument.removeEventListener( 'mouseup', handleDocumentMouseUp );\n\n\t\t};\n\n\t\tconst handleMouseDown = ( event ) => {\n\n\t\t\tevent.preventDefault();\n\n\t\t\tthis.draggingProgressBar = true;\n\n\t\t\tdocument.addEventListener( 'mousemove', handleDocumentMouseMove );\n\t\t\tdocument.addEventListener( 'mouseup', handleDocumentMouseUp );\n\n\t\t\thandleDocumentMouseMove( event );\n\n\t\t};\n\n\t\tthis.progressBarInner.addEventListener( 'mousedown', handleMouseDown );\n\n\t}\n\n\tremoveProgressBar() {\n\n\t\tif( this.progressBar ) {\n\t\t\tthis.progressBar.remove();\n\t\t\tthis.progressBar = null;\n\t\t}\n\n\t}\n\n\tlayout() {\n\n\t\tif( this.isActive() ) {\n\t\t\tthis.syncPages();\n\t\t\tthis.syncScrollPosition();\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates our pages to match the latest configuration and\n\t * presentation size.\n\t */\n\tsyncPages() {\n\n\t\tconst config = this.Reveal.getConfig();\n\n\t\tconst slideSize = this.Reveal.getComputedSlideSize( window.innerWidth, window.innerHeight );\n\t\tconst scale = this.Reveal.getScale();\n\t\tconst useCompactLayout = config.scrollLayout === 'compact';\n\n\t\tconst viewportHeight = this.viewportElement.offsetHeight;\n\t\tconst compactHeight = slideSize.height * scale;\n\t\tconst pageHeight = useCompactLayout ? compactHeight : viewportHeight;\n\n\t\t// The height that needs to be scrolled between scroll triggers\n\t\tthis.scrollTriggerHeight = useCompactLayout ? compactHeight : viewportHeight;\n\n\t\tthis.viewportElement.style.setProperty( '--page-height', pageHeight + 'px' );\n\t\tthis.viewportElement.style.scrollSnapType = typeof config.scrollSnap === 'string' ? `y ${config.scrollSnap}` : '';\n\n\t\t// This will hold all scroll triggers used to show/hide slides\n\t\tthis.slideTriggers = [];\n\n\t\tconst pageElements = Array.from( this.Reveal.getRevealElement().querySelectorAll( '.scroll-page' ) );\n\n\t\tthis.pages = pageElements.map( pageElement => {\n\t\t\tconst page = this.createPage({\n\t\t\t\tpageElement,\n\t\t\t\tslideElement: pageElement.querySelector( 'section' ),\n\t\t\t\tstickyElement: pageElement.querySelector( '.scroll-page-sticky' ),\n\t\t\t\tcontentElement: pageElement.querySelector( '.scroll-page-content' ),\n\t\t\t\tbackgroundElement: pageElement.querySelector( '.slide-background' ),\n\t\t\t\tautoAnimateElements: pageElement.querySelectorAll( '.scroll-auto-animate-page' ),\n\t\t\t\tautoAnimatePages: []\n\t\t\t});\n\n\t\t\tpage.pageElement.style.setProperty( '--slide-height', config.center === true ? 'auto' : slideSize.height + 'px' );\n\n\t\t\tthis.slideTriggers.push({\n\t\t\t\tpage: page,\n\t\t\t\tactivate: () => this.activatePage( page ),\n\t\t\t\tdeactivate: () => this.deactivatePage( page )\n\t\t\t});\n\n\t\t\t// Create scroll triggers that show/hide fragments\n\t\t\tthis.createFragmentTriggersForPage( page );\n\n\t\t\t// Create scroll triggers for triggering auto-animate steps\n\t\t\tif( page.autoAnimateElements.length > 0 ) {\n\t\t\t\tthis.createAutoAnimateTriggersForPage( page );\n\t\t\t}\n\n\t\t\tlet totalScrollTriggerCount = Math.max( page.scrollTriggers.length - 1, 0 );\n\n\t\t\t// Each auto-animate step may include its own scroll triggers\n\t\t\t// for fragments, ensure we count those as well\n\t\t\ttotalScrollTriggerCount += page.autoAnimatePages.reduce( ( total, page ) => {\n\t\t\t\treturn total + Math.max( page.scrollTriggers.length - 1, 0 );\n\t\t\t}, page.autoAnimatePages.length );\n\n\t\t\t// Clean up from previous renders\n\t\t\tpage.pageElement.querySelectorAll( '.scroll-snap-point' ).forEach( el => el.remove() );\n\n\t\t\t// Create snap points for all scroll triggers\n\t\t\t// - Can't be absolute in FF\n\t\t\t// - Can't be 0-height in Safari\n\t\t\t// - Can't use snap-align on parent in Safari because then\n\t\t\t//   inner triggers won't work\n\t\t\tfor( let i = 0; i < totalScrollTriggerCount + 1; i++ ) {\n\t\t\t\tconst triggerStick = document.createElement( 'div' );\n\t\t\t\ttriggerStick.className = 'scroll-snap-point';\n\t\t\t\ttriggerStick.style.height = this.scrollTriggerHeight + 'px';\n\t\t\t\ttriggerStick.style.scrollSnapAlign = useCompactLayout ? 'center' : 'start';\n\t\t\t\tpage.pageElement.appendChild( triggerStick );\n\n\t\t\t\tif( i === 0 ) {\n\t\t\t\t\ttriggerStick.style.marginTop = -this.scrollTriggerHeight + 'px';\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// In the compact layout, only slides with scroll triggers cover the\n\t\t\t// full viewport height. This helps avoid empty gaps before or after\n\t\t\t// a sticky slide.\n\t\t\tif( useCompactLayout && page.scrollTriggers.length > 0 ) {\n\t\t\t\tpage.pageHeight = viewportHeight;\n\t\t\t\tpage.pageElement.style.setProperty( '--page-height', viewportHeight + 'px' );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tpage.pageHeight = pageHeight;\n\t\t\t\tpage.pageElement.style.removeProperty( '--page-height' );\n\t\t\t}\n\n\t\t\t// Add scroll padding based on how many scroll triggers we have\n\t\t\tpage.scrollPadding = this.scrollTriggerHeight * totalScrollTriggerCount;\n\n\t\t\t// The total height including scrollable space\n\t\t\tpage.totalHeight = page.pageHeight + page.scrollPadding;\n\n\t\t\t// This is used to pad the height of our page in CSS\n\t\t\tpage.pageElement.style.setProperty( '--page-scroll-padding', page.scrollPadding + 'px' );\n\n\t\t\t// If this is a sticky page, stick it to the vertical center\n\t\t\tif( totalScrollTriggerCount > 0 ) {\n\t\t\t\tpage.stickyElement.style.position = 'sticky';\n\t\t\t\tpage.stickyElement.style.top = Math.max( ( viewportHeight - page.pageHeight ) / 2, 0 ) + 'px';\n\t\t\t}\n\t\t\telse {\n\t\t\t\tpage.stickyElement.style.position = 'relative';\n\t\t\t\tpage.pageElement.style.scrollSnapAlign = page.pageHeight < viewportHeight ? 'center' : 'start';\n\t\t\t}\n\n\t\t\treturn page;\n\t\t} );\n\n\t\tthis.setTriggerRanges();\n\n\t\t/*\n\t\tconsole.log(this.slideTriggers.map( t => {\n\t\t\treturn {\n\t\t\t\trange: `${t.range[0].toFixed(2)}-${t.range[1].toFixed(2)}`,\n\t\t\t\ttriggers: t.page.scrollTriggers.map( t => {\n\t\t\t\t\treturn `${t.range[0].toFixed(2)}-${t.range[1].toFixed(2)}`\n\t\t\t\t}).join( ', ' ),\n\t\t\t}\n\t\t}))\n\t\t*/\n\n\t\tthis.viewportElement.setAttribute( 'data-scrollbar', config.scrollProgress );\n\n\t\tif( config.scrollProgress && this.totalScrollTriggerCount > 1 ) {\n\t\t\t// Create the progress bar if it doesn't already exist\n\t\t\tif( !this.progressBar ) this.createProgressBar();\n\n\t\t\tthis.syncProgressBar();\n\t\t}\n\t\telse {\n\t\t\tthis.removeProgressBar();\n\t\t}\n\n\t}\n\n\t/**\n\t * Calculates and sets the scroll range for all of our scroll\n\t * triggers.\n\t */\n\tsetTriggerRanges() {\n\n\t\t// Calculate the total number of scroll triggers\n\t\tthis.totalScrollTriggerCount = this.slideTriggers.reduce( ( total, trigger ) => {\n\t\t\treturn total + Math.max( trigger.page.scrollTriggers.length, 1 );\n\t\t}, 0 );\n\n\t\tlet rangeStart = 0;\n\n\t\t// Calculate the scroll range of each scroll trigger on a scale\n\t\t// of 0-1\n\t\tthis.slideTriggers.forEach( ( trigger, i ) => {\n\t\t\ttrigger.range = [\n\t\t\t\trangeStart,\n\t\t\t\trangeStart + Math.max( trigger.page.scrollTriggers.length, 1 ) / this.totalScrollTriggerCount\n\t\t\t];\n\n\t\t\tconst scrollTriggerSegmentSize = ( trigger.range[1] - trigger.range[0] ) / trigger.page.scrollTriggers.length;\n\t\t\t// Set the range for each inner scroll trigger\n\t\t\ttrigger.page.scrollTriggers.forEach( ( scrollTrigger, i ) => {\n\t\t\t\tscrollTrigger.range = [\n\t\t\t\t\trangeStart + i * scrollTriggerSegmentSize,\n\t\t\t\t\trangeStart + ( i + 1 ) * scrollTriggerSegmentSize\n\t\t\t\t];\n\t\t\t} );\n\n\t\t\trangeStart = trigger.range[1];\n\t\t} );\n\n\t}\n\n\t/**\n\t * Creates one scroll trigger for each fragments in the given page.\n\t *\n\t * @param {*} page\n\t */\n\tcreateFragmentTriggersForPage( page, slideElement ) {\n\n\t\tslideElement = slideElement || page.slideElement;\n\n\t\t// Each fragment 'group' is an array containing one or more\n\t\t// fragments. Multiple fragments that appear at the same time\n\t\t// are part of the same group.\n\t\tconst fragmentGroups = this.Reveal.fragments.sort( slideElement.querySelectorAll( '.fragment' ), true );\n\n\t\t// Create scroll triggers that show/hide fragments\n\t\tif( fragmentGroups.length ) {\n\t\t\tpage.fragments = this.Reveal.fragments.sort( slideElement.querySelectorAll( '.fragment:not(.disabled)' ) );\n\t\t\tpage.scrollTriggers.push(\n\t\t\t\t// Trigger for the initial state with no fragments visible\n\t\t\t\t{\n\t\t\t\t\tactivate: () => {\n\t\t\t\t\t\tthis.Reveal.fragments.update( -1, page.fragments, slideElement );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t);\n\n\t\t\t// Triggers for each fragment group\n\t\t\tfragmentGroups.forEach( ( fragments, i ) => {\n\t\t\t\tpage.scrollTriggers.push({\n\t\t\t\t\tactivate: () => {\n\t\t\t\t\t\tthis.Reveal.fragments.update( i, page.fragments, slideElement );\n\t\t\t\t\t}\n\t\t\t\t});\n\t\t\t} );\n\t\t}\n\n\n\t\treturn page.scrollTriggers.length;\n\n\t}\n\n\t/**\n\t * Creates scroll triggers for the auto-animate steps in the\n\t * given page.\n\t *\n\t * @param {*} page\n\t */\n\tcreateAutoAnimateTriggersForPage( page ) {\n\n\t\tif( page.autoAnimateElements.length > 0 ) {\n\n\t\t\t// Triggers for each subsequent auto-animate slide\n\t\t\tthis.slideTriggers.push( ...Array.from( page.autoAnimateElements ).map( ( autoAnimateElement, i ) => {\n\t\t\t\tlet autoAnimatePage = this.createPage({\n\t\t\t\t\tslideElement: autoAnimateElement.querySelector( 'section' ),\n\t\t\t\t\tcontentElement: autoAnimateElement,\n\t\t\t\t\tbackgroundElement: autoAnimateElement.querySelector( '.slide-background' )\n\t\t\t\t});\n\n\t\t\t\t// Create fragment scroll triggers for the auto-animate slide\n\t\t\t\tthis.createFragmentTriggersForPage( autoAnimatePage, autoAnimatePage.slideElement );\n\n\t\t\t\tpage.autoAnimatePages.push( autoAnimatePage );\n\n\t\t\t\t// Return our slide trigger\n\t\t\t\treturn {\n\t\t\t\t\tpage: autoAnimatePage,\n\t\t\t\t\tactivate: () => this.activatePage( autoAnimatePage ),\n\t\t\t\t\tdeactivate: () => this.deactivatePage( autoAnimatePage )\n\t\t\t\t};\n\t\t\t}));\n\t\t}\n\n\t}\n\n\t/**\n\t * Helper method for creating a page definition and adding\n\t * required fields. A \"page\" is a slide or auto-animate step.\n\t */\n\tcreatePage( page ) {\n\n\t\tpage.scrollTriggers = [];\n\t\tpage.indexh = parseInt( page.slideElement.getAttribute( 'data-index-h' ), 10 );\n\t\tpage.indexv = parseInt( page.slideElement.getAttribute( 'data-index-v' ), 10 );\n\n\t\treturn page;\n\n\t}\n\n\t/**\n\t * Rerenders progress bar segments so that they match the current\n\t * reveal.js config and size.\n\t */\n\tsyncProgressBar() {\n\n\t\tthis.progressBarInner.querySelectorAll( '.scrollbar-slide' ).forEach( slide => slide.remove() );\n\n\t\tconst scrollHeight = this.viewportElement.scrollHeight;\n\t\tconst viewportHeight = this.viewportElement.offsetHeight;\n\t\tconst viewportHeightFactor = viewportHeight / scrollHeight;\n\n\t\tthis.progressBarHeight = this.progressBarInner.offsetHeight;\n\t\tthis.playheadHeight = Math.max( viewportHeightFactor * this.progressBarHeight, MIN_PLAYHEAD_HEIGHT );\n\t\tthis.progressBarScrollableHeight = this.progressBarHeight - this.playheadHeight;\n\n\t\tconst progressSegmentHeight = viewportHeight / scrollHeight * this.progressBarHeight;\n\t\tconst spacing = Math.min( progressSegmentHeight / 8, MAX_PROGRESS_SPACING );\n\n\t\tthis.progressBarPlayhead.style.height = this.playheadHeight - spacing + 'px';\n\n\t\t// Don't show individual segments if they're too small\n\t\tif( progressSegmentHeight > MIN_PROGRESS_SEGMENT_HEIGHT ) {\n\n\t\t\tthis.slideTriggers.forEach( slideTrigger => {\n\n\t\t\t\tconst { page } = slideTrigger;\n\n\t\t\t\t// Visual representation of a slide\n\t\t\t\tpage.progressBarSlide = document.createElement( 'div' );\n\t\t\t\tpage.progressBarSlide.className = 'scrollbar-slide';\n\t\t\t\tpage.progressBarSlide.style.top = slideTrigger.range[0] * this.progressBarHeight + 'px';\n\t\t\t\tpage.progressBarSlide.style.height = ( slideTrigger.range[1] - slideTrigger.range[0] ) * this.progressBarHeight - spacing + 'px';\n\t\t\t\tpage.progressBarSlide.classList.toggle( 'has-triggers', page.scrollTriggers.length > 0 );\n\t\t\t\tthis.progressBarInner.appendChild( page.progressBarSlide );\n\n\t\t\t\t// Visual representations of each scroll trigger\n\t\t\t\tpage.scrollTriggerElements = page.scrollTriggers.map( ( trigger, i ) => {\n\n\t\t\t\t\tconst triggerElement = document.createElement( 'div' );\n\t\t\t\t\ttriggerElement.className = 'scrollbar-trigger';\n\t\t\t\t\ttriggerElement.style.top = ( trigger.range[0] - slideTrigger.range[0] ) * this.progressBarHeight + 'px';\n\t\t\t\t\ttriggerElement.style.height = ( trigger.range[1] - trigger.range[0] ) * this.progressBarHeight - spacing + 'px';\n\t\t\t\t\tpage.progressBarSlide.appendChild( triggerElement );\n\n\t\t\t\t\tif( i === 0 ) triggerElement.style.display = 'none';\n\n\t\t\t\t\treturn triggerElement;\n\n\t\t\t\t} );\n\n\t\t\t} );\n\n\t\t}\n\t\telse {\n\n\t\t\tthis.pages.forEach( page => page.progressBarSlide = null );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Reads the current scroll position and updates our active\n\t * trigger states accordingly.\n\t */\n\tsyncScrollPosition() {\n\n\t\tconst viewportHeight = this.viewportElement.offsetHeight;\n\t\tconst viewportHeightFactor = viewportHeight / this.viewportElement.scrollHeight;\n\n\t\tconst scrollTop = this.viewportElement.scrollTop;\n\t\tconst scrollHeight = this.viewportElement.scrollHeight - viewportHeight\n\t\tconst scrollProgress = Math.max( Math.min( scrollTop / scrollHeight, 1 ), 0 );\n\t\tconst scrollProgressMid = Math.max( Math.min( ( scrollTop + viewportHeight / 2 ) / this.viewportElement.scrollHeight, 1 ), 0 );\n\n\t\tlet activePage;\n\n\t\tthis.slideTriggers.forEach( ( trigger ) => {\n\t\t\tconst { page } = trigger;\n\n\t\t\tconst shouldPreload = scrollProgress >= trigger.range[0] - viewportHeightFactor*2 &&\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tscrollProgress <= trigger.range[1] + viewportHeightFactor*2;\n\n\t\t\t// Load slides that are within the preload range\n\t\t\tif( shouldPreload && !page.loaded ) {\n\t\t\t\tpage.loaded = true;\n\t\t\t\tthis.Reveal.slideContent.load( page.slideElement );\n\t\t\t}\n\t\t\telse if( page.loaded ) {\n\t\t\t\tpage.loaded = false;\n\t\t\t\tthis.Reveal.slideContent.unload( page.slideElement );\n\t\t\t}\n\n\t\t\t// If we're within this trigger range, activate it\n\t\t\tif( scrollProgress >= trigger.range[0] && scrollProgress <= trigger.range[1] ) {\n\t\t\t\tthis.activateTrigger( trigger );\n\t\t\t\tactivePage = trigger.page;\n\t\t\t}\n\t\t\t// .. otherwise deactivate\n\t\t\telse if( trigger.active ) {\n\t\t\t\tthis.deactivateTrigger( trigger );\n\t\t\t}\n\t\t} );\n\n\t\t// Each page can have its own scroll triggers, check if any of those\n\t\t// need to be activated/deactivated\n\t\tif( activePage ) {\n\t\t\tactivePage.scrollTriggers.forEach( ( trigger ) => {\n\t\t\t\tif( scrollProgressMid >= trigger.range[0] && scrollProgressMid <= trigger.range[1] ) {\n\t\t\t\t\tthis.activateTrigger( trigger );\n\t\t\t\t}\n\t\t\t\telse if( trigger.active ) {\n\t\t\t\t\tthis.deactivateTrigger( trigger );\n\t\t\t\t}\n\t\t\t} );\n\t\t}\n\n\t\t// Update our visual progress indication\n\t\tthis.setProgressBarValue( scrollTop / ( this.viewportElement.scrollHeight - viewportHeight ) );\n\n\t}\n\n\t/**\n\t * Moves the progress bar playhead to the specified position.\n\t *\n\t * @param {number} progress 0-1\n\t */\n\tsetProgressBarValue( progress ) {\n\n\t\tif( this.progressBar ) {\n\n\t\t\tthis.progressBarPlayhead.style.transform = `translateY(${progress * this.progressBarScrollableHeight}px)`;\n\n\t\t\tthis.getAllPages()\n\t\t\t\t.filter( page => page.progressBarSlide )\n\t\t\t\t.forEach( ( page ) => {\n\t\t\t\t\tpage.progressBarSlide.classList.toggle( 'active', page.active === true );\n\n\t\t\t\t\tpage.scrollTriggers.forEach( ( trigger, i ) => {\n\t\t\t\t\t\tpage.scrollTriggerElements[i].classList.toggle( 'active', page.active === true && trigger.active === true );\n\t\t\t\t\t} );\n\t\t\t\t} );\n\n\t\t\tthis.showProgressBar();\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Show the progress bar and, if configured, automatically hide\n\t * it after a delay.\n\t */\n\tshowProgressBar() {\n\n\t\tthis.progressBar.classList.add( 'visible' );\n\n\t\tclearTimeout( this.hideProgressBarTimeout );\n\n\t\tif( this.Reveal.getConfig().scrollProgress === 'auto' && !this.draggingProgressBar ) {\n\n\t\t\tthis.hideProgressBarTimeout = setTimeout( () => {\n\t\t\t\tif( this.progressBar ) {\n\t\t\t\t\tthis.progressBar.classList.remove( 'visible' );\n\t\t\t\t}\n\t\t\t}, HIDE_SCROLLBAR_TIMEOUT );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Scroll to the previous page.\n\t */\n\tprev() {\n\n\t\tthis.viewportElement.scrollTop -= this.scrollTriggerHeight;\n\n\t}\n\n\t/**\n\t * Scroll to the next page.\n\t */\n\tnext() {\n\n\t\tthis.viewportElement.scrollTop += this.scrollTriggerHeight;\n\n\t}\n\n\t/**\n\t * Scrolls the given slide element into view.\n\t *\n\t * @param {HTMLElement} slideElement\n\t */\n\tscrollToSlide( slideElement ) {\n\n\t\t// If the scroll view isn't active yet, queue this action\n\t\tif( !this.active ) {\n\t\t\tthis.activatedCallbacks.push( () => this.scrollToSlide( slideElement ) );\n\t\t}\n\t\telse {\n\t\t\t// Find the trigger for this slide\n\t\t\tconst trigger = this.getScrollTriggerBySlide( slideElement );\n\n\t\t\tif( trigger ) {\n\t\t\t\t// Use the trigger's range to calculate the scroll position\n\t\t\t\tthis.viewportElement.scrollTop = trigger.range[0] * ( this.viewportElement.scrollHeight - this.viewportElement.offsetHeight );\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Persists the current scroll position to session storage\n\t * so that it can be restored.\n\t */\n\tstoreScrollPosition() {\n\n\t\tclearTimeout( this.storeScrollPositionTimeout );\n\n\t\tthis.storeScrollPositionTimeout = setTimeout( () => {\n\t\t\tsessionStorage.setItem( 'reveal-scroll-top', this.viewportElement.scrollTop );\n\t\t\tsessionStorage.setItem( 'reveal-scroll-origin', location.origin + location.pathname );\n\n\t\t\tthis.storeScrollPositionTimeout = null;\n\t\t}, 50 );\n\n\t}\n\n\t/**\n\t * Restores the scroll position when a deck is reloader.\n\t */\n\trestoreScrollPosition() {\n\n\t\tconst scrollPosition = sessionStorage.getItem( 'reveal-scroll-top' );\n\t\tconst scrollOrigin = sessionStorage.getItem( 'reveal-scroll-origin' );\n\n\t\tif( scrollPosition && scrollOrigin === location.origin + location.pathname ) {\n\t\t\tthis.viewportElement.scrollTop = parseInt( scrollPosition, 10 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Activates the given page and starts its embedded content\n\t * if there is any.\n\t *\n\t * @param {object} page\n\t */\n\tactivatePage( page ) {\n\n\t\tif( !page.active ) {\n\n\t\t\tpage.active = true;\n\n\t\t\tconst { slideElement, backgroundElement, contentElement, indexh, indexv } = page;\n\n\t\t\tcontentElement.style.display = 'block';\n\n\t\t\tslideElement.classList.add( 'present' );\n\n\t\t\tif( backgroundElement ) {\n\t\t\t\tbackgroundElement.classList.add( 'present' );\n\t\t\t}\n\n\t\t\tthis.Reveal.setCurrentScrollPage( slideElement, indexh, indexv );\n\t\t\tthis.Reveal.backgrounds.bubbleSlideContrastClassToElement( slideElement, this.viewportElement );\n\n\t\t\t// If this page is part of an auto-animation there will be one\n\t\t\t// content element per auto-animated page. We need to show the\n\t\t\t// current page and hide all others.\n\t\t\tArray.from( contentElement.parentNode.querySelectorAll( '.scroll-page-content' ) ).forEach( sibling => {\n\t\t\t\tif( sibling !== contentElement ) {\n\t\t\t\t\tsibling.style.display = 'none';\n\t\t\t\t}\n\t\t\t});\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Deactivates the page after it has been visible.\n\t *\n\t * @param {object} page\n\t */\n\tdeactivatePage( page ) {\n\n\t\tif( page.active ) {\n\n\t\t\tpage.active = false;\n\t\t\tif( page.slideElement ) page.slideElement.classList.remove( 'present' );\n\t\t\tif( page.backgroundElement ) page.backgroundElement.classList.remove( 'present' );\n\n\t\t}\n\n\t}\n\n\tactivateTrigger( trigger ) {\n\n\t\tif( !trigger.active ) {\n\t\t\ttrigger.active = true;\n\t\t\ttrigger.activate();\n\t\t}\n\n\t}\n\n\tdeactivateTrigger( trigger ) {\n\n\t\tif( trigger.active ) {\n\t\t\ttrigger.active = false;\n\n\t\t\tif( trigger.deactivate ) {\n\t\t\t\ttrigger.deactivate();\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Retrieve a slide by its original h/v index (i.e. the indices the\n\t * slide had before being linearized).\n\t *\n\t * @param {number} h\n\t * @param {number} v\n\t * @returns {HTMLElement}\n\t */\n\tgetSlideByIndices( h, v ) {\n\n\t\tconst page = this.getAllPages().find( page => {\n\t\t\treturn page.indexh === h && page.indexv === v;\n\t\t} );\n\n\t\treturn page ? page.slideElement : null;\n\n\t}\n\n\t/**\n\t * Retrieve a list of all scroll triggers for the given slide\n\t * DOM element.\n\t *\n\t * @param {HTMLElement} slide\n\t * @returns {Array}\n\t */\n\tgetScrollTriggerBySlide( slide ) {\n\n\t\treturn this.slideTriggers.find( trigger => trigger.page.slideElement === slide );\n\n\t}\n\n\t/**\n\t * Get a list of all pages in the scroll view. This includes\n\t * both top-level slides and auto-animate steps.\n\t *\n\t * @returns {Array}\n\t */\n\tgetAllPages() {\n\n\t\treturn this.pages.flatMap( page => [page, ...(page.autoAnimatePages || [])] );\n\n\t}\n\n\tonScroll() {\n\n\t\tthis.syncScrollPosition();\n\t\tthis.storeScrollPosition();\n\n\t}\n\n\tget viewportElement() {\n\n\t\treturn this.Reveal.getViewportElement();\n\n\t}\n\n}\n","import { SLIDES_SELECTOR } from '../utils/constants.js'\nimport { queryAll, createStyleSheet } from '../utils/util.js'\n\n/**\n * Setups up our presentation for printing/exporting to PDF.\n */\nexport default class PrintView {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\t/**\n\t * Configures the presentation for printing to a static\n\t * PDF.\n\t */\n\tasync activate() {\n\n\t\tconst config = this.Reveal.getConfig();\n\t\tconst slides = queryAll( this.Reveal.getRevealElement(), SLIDES_SELECTOR )\n\n\t\t// Compute slide numbers now, before we start duplicating slides\n\t\tconst injectPageNumbers = config.slideNumber && /all|print/i.test( config.showSlideNumber );\n\n\t\tconst slideSize = this.Reveal.getComputedSlideSize( window.innerWidth, window.innerHeight );\n\n\t\t// Dimensions of the PDF pages\n\t\tconst pageWidth = Math.floor( slideSize.width * ( 1 + config.margin ) ),\n\t\t\tpageHeight = Math.floor( slideSize.height * ( 1 + config.margin ) );\n\n\t\t// Dimensions of slides within the pages\n\t\tconst slideWidth = slideSize.width,\n\t\t\tslideHeight = slideSize.height;\n\n\t\tawait new Promise( requestAnimationFrame );\n\n\t\t// Let the browser know what page size we want to print\n\t\tcreateStyleSheet( '@page{size:'+ pageWidth +'px '+ pageHeight +'px; margin: 0px;}' );\n\n\t\t// Limit the size of certain elements to the dimensions of the slide\n\t\tcreateStyleSheet( '.reveal section>img, .reveal section>video, .reveal section>iframe{max-width: '+ slideWidth +'px; max-height:'+ slideHeight +'px}' );\n\n\t\tdocument.documentElement.classList.add( 'reveal-print', 'print-pdf' );\n\t\tdocument.body.style.width = pageWidth + 'px';\n\t\tdocument.body.style.height = pageHeight + 'px';\n\n\t\tconst viewportElement = this.Reveal.getViewportElement();\n\t\tlet presentationBackground;\n\t\tif( viewportElement ) {\n\t\t\tconst viewportStyles = window.getComputedStyle( viewportElement );\n\t\t\tif( viewportStyles && viewportStyles.background ) {\n\t\t\t\tpresentationBackground = viewportStyles.background;\n\t\t\t}\n\t\t}\n\n\t\t// Make sure stretch elements fit on slide\n\t\tawait new Promise( requestAnimationFrame );\n\t\tthis.Reveal.layoutSlideContents( slideWidth, slideHeight );\n\n\t\t// Batch scrollHeight access to prevent layout thrashing\n\t\tawait new Promise( requestAnimationFrame );\n\n\t\tconst slideScrollHeights = slides.map( slide => slide.scrollHeight );\n\n\t\tconst pages = [];\n\t\tconst pageContainer = slides[0].parentNode;\n\t\tlet slideNumber = 1;\n\n\t\t// Slide and slide background layout\n\t\tslides.forEach( function( slide, index ) {\n\n\t\t\t// Vertical stacks are not centred since their section\n\t\t\t// children will be\n\t\t\tif( slide.classList.contains( 'stack' ) === false ) {\n\t\t\t\t// Center the slide inside of the page, giving the slide some margin\n\t\t\t\tlet left = ( pageWidth - slideWidth ) / 2;\n\t\t\t\tlet top = ( pageHeight - slideHeight ) / 2;\n\n\t\t\t\tconst contentHeight = slideScrollHeights[ index ];\n\t\t\t\tlet numberOfPages = Math.max( Math.ceil( contentHeight / pageHeight ), 1 );\n\n\t\t\t\t// Adhere to configured pages per slide limit\n\t\t\t\tnumberOfPages = Math.min( numberOfPages, config.pdfMaxPagesPerSlide );\n\n\t\t\t\t// Center slides vertically\n\t\t\t\tif( numberOfPages === 1 && config.center || slide.classList.contains( 'center' ) ) {\n\t\t\t\t\ttop = Math.max( ( pageHeight - contentHeight ) / 2, 0 );\n\t\t\t\t}\n\n\t\t\t\t// Wrap the slide in a page element and hide its overflow\n\t\t\t\t// so that no page ever flows onto another\n\t\t\t\tconst page = document.createElement( 'div' );\n\t\t\t\tpages.push( page );\n\n\t\t\t\tpage.className = 'pdf-page';\n\t\t\t\tpage.style.height = ( ( pageHeight + config.pdfPageHeightOffset ) * numberOfPages ) + 'px';\n\n\t\t\t\t// Copy the presentation-wide background to each individual\n\t\t\t\t// page when printing\n\t\t\t\tif( presentationBackground ) {\n\t\t\t\t\tpage.style.background = presentationBackground;\n\t\t\t\t}\n\n\t\t\t\tpage.appendChild( slide );\n\n\t\t\t\t// Position the slide inside of the page\n\t\t\t\tslide.style.left = left + 'px';\n\t\t\t\tslide.style.top = top + 'px';\n\t\t\t\tslide.style.width = slideWidth + 'px';\n\n\t\t\t\tthis.Reveal.slideContent.layout( slide );\n\n\t\t\t\tif( slide.slideBackgroundElement ) {\n\t\t\t\t\tpage.insertBefore( slide.slideBackgroundElement, slide );\n\t\t\t\t}\n\n\t\t\t\t// Inject notes if `showNotes` is enabled\n\t\t\t\tif( config.showNotes ) {\n\n\t\t\t\t\t// Are there notes for this slide?\n\t\t\t\t\tconst notes = this.Reveal.getSlideNotes( slide );\n\t\t\t\t\tif( notes ) {\n\n\t\t\t\t\t\tconst notesSpacing = 8;\n\t\t\t\t\t\tconst notesLayout = typeof config.showNotes === 'string' ? config.showNotes : 'inline';\n\t\t\t\t\t\tconst notesElement = document.createElement( 'div' );\n\t\t\t\t\t\tnotesElement.classList.add( 'speaker-notes' );\n\t\t\t\t\t\tnotesElement.classList.add( 'speaker-notes-pdf' );\n\t\t\t\t\t\tnotesElement.setAttribute( 'data-layout', notesLayout );\n\t\t\t\t\t\tnotesElement.innerHTML = notes;\n\n\t\t\t\t\t\tif( notesLayout === 'separate-page' ) {\n\t\t\t\t\t\t\tpages.push( notesElement );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tnotesElement.style.left = notesSpacing + 'px';\n\t\t\t\t\t\t\tnotesElement.style.bottom = notesSpacing + 'px';\n\t\t\t\t\t\t\tnotesElement.style.width = ( pageWidth - notesSpacing*2 ) + 'px';\n\t\t\t\t\t\t\tpage.appendChild( notesElement );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\t// Inject page numbers if `slideNumbers` are enabled\n\t\t\t\tif( injectPageNumbers ) {\n\t\t\t\t\tconst numberElement = document.createElement( 'div' );\n\t\t\t\t\tnumberElement.classList.add( 'slide-number' );\n\t\t\t\t\tnumberElement.classList.add( 'slide-number-pdf' );\n\t\t\t\t\tnumberElement.innerHTML = slideNumber++;\n\t\t\t\t\tpage.appendChild( numberElement );\n\t\t\t\t}\n\n\t\t\t\t// Copy page and show fragments one after another\n\t\t\t\tif( config.pdfSeparateFragments ) {\n\n\t\t\t\t\t// Each fragment 'group' is an array containing one or more\n\t\t\t\t\t// fragments. Multiple fragments that appear at the same time\n\t\t\t\t\t// are part of the same group.\n\t\t\t\t\tconst fragmentGroups = this.Reveal.fragments.sort( page.querySelectorAll( '.fragment' ), true );\n\n\t\t\t\t\tlet previousFragmentStep;\n\n\t\t\t\t\tfragmentGroups.forEach( function( fragments, index ) {\n\n\t\t\t\t\t\t// Remove 'current-fragment' from the previous group\n\t\t\t\t\t\tif( previousFragmentStep ) {\n\t\t\t\t\t\t\tpreviousFragmentStep.forEach( function( fragment ) {\n\t\t\t\t\t\t\t\tfragment.classList.remove( 'current-fragment' );\n\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\t// Show the fragments for the current index\n\t\t\t\t\t\tfragments.forEach( function( fragment ) {\n\t\t\t\t\t\t\tfragment.classList.add( 'visible', 'current-fragment' );\n\t\t\t\t\t\t}, this );\n\n\t\t\t\t\t\t// Create a separate page for the current fragment state\n\t\t\t\t\t\tconst clonedPage = page.cloneNode( true );\n\n\t\t\t\t\t\t// Inject unique page numbers for fragments\n\t\t\t\t\t\tif( injectPageNumbers ) {\n\t\t\t\t\t\t\tconst numberElement = clonedPage.querySelector( '.slide-number-pdf' );\n\t\t\t\t\t\t\tconst fragmentNumber = index + 1;\n\t\t\t\t\t\t\tnumberElement.innerHTML += '.' + fragmentNumber;\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\tpages.push( clonedPage );\n\n\t\t\t\t\t\tpreviousFragmentStep = fragments;\n\n\t\t\t\t\t}, this );\n\n\t\t\t\t\t// Reset the first/original page so that all fragments are hidden\n\t\t\t\t\tfragmentGroups.forEach( function( fragments ) {\n\t\t\t\t\t\tfragments.forEach( function( fragment ) {\n\t\t\t\t\t\t\tfragment.classList.remove( 'visible', 'current-fragment' );\n\t\t\t\t\t\t} );\n\t\t\t\t\t} );\n\n\t\t\t\t}\n\t\t\t\t// Show all fragments\n\t\t\t\telse {\n\t\t\t\t\tqueryAll( page, '.fragment:not(.fade-out)' ).forEach( function( fragment ) {\n\t\t\t\t\t\tfragment.classList.add( 'visible' );\n\t\t\t\t\t} );\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}, this );\n\n\t\tawait new Promise( requestAnimationFrame );\n\n\t\tpages.forEach( page => pageContainer.appendChild( page ) );\n\n\t\t// Re-run JS-based content layout after the slide is added to page DOM\n\t\tthis.Reveal.slideContent.layout( this.Reveal.getSlidesElement() );\n\n\t\t// Notify subscribers that the PDF layout is good to go\n\t\tthis.Reveal.dispatchEvent({ type: 'pdf-ready' });\n\n\t\tviewportElement.classList.remove( 'loading-scroll-mode' );\n\n\t}\n\n\t/**\n\t * Checks if the print mode is/should be activated.\n\t */\n\tisActive() {\n\n\t\treturn this.Reveal.getConfig().view === 'print';\n\n\t}\n\n}","import { extend, queryAll } from '../utils/util.js'\n\n/**\n * Handles sorting and navigation of slide fragments.\n * Fragments are elements within a slide that are\n * revealed/animated incrementally.\n */\nexport default class Fragments {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.fragments === false ) {\n\t\t\tthis.disable();\n\t\t}\n\t\telse if( oldConfig.fragments === false ) {\n\t\t\tthis.enable();\n\t\t}\n\n\t}\n\n\t/**\n\t * If fragments are disabled in the deck, they should all be\n\t * visible rather than stepped through.\n\t */\n\tdisable() {\n\n\t\tqueryAll( this.Reveal.getSlidesElement(), '.fragment' ).forEach( element => {\n\t\t\telement.classList.add( 'visible' );\n\t\t\telement.classList.remove( 'current-fragment' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Reverse of #disable(). Only called if fragments have\n\t * previously been disabled.\n\t */\n\tenable() {\n\n\t\tqueryAll( this.Reveal.getSlidesElement(), '.fragment' ).forEach( element => {\n\t\t\telement.classList.remove( 'visible' );\n\t\t\telement.classList.remove( 'current-fragment' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Returns an object describing the available fragment\n\t * directions.\n\t *\n\t * @return {{prev: boolean, next: boolean}}\n\t */\n\tavailableRoutes() {\n\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tif( currentSlide && this.Reveal.getConfig().fragments ) {\n\t\t\tlet fragments = currentSlide.querySelectorAll( '.fragment:not(.disabled)' );\n\t\t\tlet hiddenFragments = currentSlide.querySelectorAll( '.fragment:not(.disabled):not(.visible)' );\n\n\t\t\treturn {\n\t\t\t\tprev: fragments.length - hiddenFragments.length > 0,\n\t\t\t\tnext: !!hiddenFragments.length\n\t\t\t};\n\t\t}\n\t\telse {\n\t\t\treturn { prev: false, next: false };\n\t\t}\n\n\t}\n\n\t/**\n\t * Return a sorted fragments list, ordered by an increasing\n\t * \"data-fragment-index\" attribute.\n\t *\n\t * Fragments will be revealed in the order that they are returned by\n\t * this function, so you can use the index attributes to control the\n\t * order of fragment appearance.\n\t *\n\t * To maintain a sensible default fragment order, fragments are presumed\n\t * to be passed in document order. This function adds a \"fragment-index\"\n\t * attribute to each node if such an attribute is not already present,\n\t * and sets that attribute to an integer value which is the position of\n\t * the fragment within the fragments list.\n\t *\n\t * @param {object[]|*} fragments\n\t * @param {boolean} grouped If true the returned array will contain\n\t * nested arrays for all fragments with the same index\n\t * @return {object[]} sorted Sorted array of fragments\n\t */\n\tsort( fragments, grouped = false ) {\n\n\t\tfragments = Array.from( fragments );\n\n\t\tlet ordered = [],\n\t\t\tunordered = [],\n\t\t\tsorted = [];\n\n\t\t// Group ordered and unordered elements\n\t\tfragments.forEach( fragment => {\n\t\t\tif( fragment.hasAttribute( 'data-fragment-index' ) ) {\n\t\t\t\tlet index = parseInt( fragment.getAttribute( 'data-fragment-index' ), 10 );\n\n\t\t\t\tif( !ordered[index] ) {\n\t\t\t\t\tordered[index] = [];\n\t\t\t\t}\n\n\t\t\t\tordered[index].push( fragment );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tunordered.push( [ fragment ] );\n\t\t\t}\n\t\t} );\n\n\t\t// Append fragments without explicit indices in their\n\t\t// DOM order\n\t\tordered = ordered.concat( unordered );\n\n\t\t// Manually count the index up per group to ensure there\n\t\t// are no gaps\n\t\tlet index = 0;\n\n\t\t// Push all fragments in their sorted order to an array,\n\t\t// this flattens the groups\n\t\tordered.forEach( group => {\n\t\t\tgroup.forEach( fragment => {\n\t\t\t\tsorted.push( fragment );\n\t\t\t\tfragment.setAttribute( 'data-fragment-index', index );\n\t\t\t} );\n\n\t\t\tindex ++;\n\t\t} );\n\n\t\treturn grouped === true ? ordered : sorted;\n\n\t}\n\n\t/**\n\t * Sorts and formats all of fragments in the\n\t * presentation.\n\t */\n\tsortAll() {\n\n\t\tthis.Reveal.getHorizontalSlides().forEach( horizontalSlide => {\n\n\t\t\tlet verticalSlides = queryAll( horizontalSlide, 'section' );\n\t\t\tverticalSlides.forEach( ( verticalSlide, y ) => {\n\n\t\t\t\tthis.sort( verticalSlide.querySelectorAll( '.fragment' ) );\n\n\t\t\t}, this );\n\n\t\t\tif( verticalSlides.length === 0 ) this.sort( horizontalSlide.querySelectorAll( '.fragment' ) );\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Refreshes the fragments on the current slide so that they\n\t * have the appropriate classes (.visible + .current-fragment).\n\t *\n\t * @param {number} [index] The index of the current fragment\n\t * @param {array} [fragments] Array containing all fragments\n\t * in the current slide\n\t *\n\t * @return {{shown: array, hidden: array}}\n\t */\n\tupdate( index, fragments, slide = this.Reveal.getCurrentSlide() ) {\n\n\t\tlet changedFragments = {\n\t\t\tshown: [],\n\t\t\thidden: []\n\t\t};\n\n\t\tif( slide && this.Reveal.getConfig().fragments ) {\n\n\t\t\tfragments = fragments || this.sort( slide.querySelectorAll( '.fragment' ) );\n\n\t\t\tif( fragments.length ) {\n\n\t\t\t\tlet maxIndex = 0;\n\n\t\t\t\tif( typeof index !== 'number' ) {\n\t\t\t\t\tlet currentFragment = this.sort( slide.querySelectorAll( '.fragment.visible' ) ).pop();\n\t\t\t\t\tif( currentFragment ) {\n\t\t\t\t\t\tindex = parseInt( currentFragment.getAttribute( 'data-fragment-index' ) || 0, 10 );\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t\tArray.from( fragments ).forEach( ( el, i ) => {\n\n\t\t\t\t\tif( el.hasAttribute( 'data-fragment-index' ) ) {\n\t\t\t\t\t\ti = parseInt( el.getAttribute( 'data-fragment-index' ), 10 );\n\t\t\t\t\t}\n\n\t\t\t\t\tmaxIndex = Math.max( maxIndex, i );\n\n\t\t\t\t\t// Visible fragments\n\t\t\t\t\tif( i <= index ) {\n\t\t\t\t\t\tlet wasVisible = el.classList.contains( 'visible' )\n\t\t\t\t\t\tel.classList.add( 'visible' );\n\t\t\t\t\t\tel.classList.remove( 'current-fragment' );\n\n\t\t\t\t\t\tif( i === index ) {\n\t\t\t\t\t\t\t// Announce the fragments one by one to the Screen Reader\n\t\t\t\t\t\t\tthis.Reveal.announceStatus( this.Reveal.getStatusText( el ) );\n\n\t\t\t\t\t\t\tel.classList.add( 'current-fragment' );\n\t\t\t\t\t\t\tthis.Reveal.slideContent.startEmbeddedContent( el );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\tif( !wasVisible ) {\n\t\t\t\t\t\t\tchangedFragments.shown.push( el )\n\t\t\t\t\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\t\t\t\t\ttarget: el,\n\t\t\t\t\t\t\t\ttype: 'visible',\n\t\t\t\t\t\t\t\tbubbles: false\n\t\t\t\t\t\t\t});\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\t// Hidden fragments\n\t\t\t\t\telse {\n\t\t\t\t\t\tlet wasVisible = el.classList.contains( 'visible' )\n\t\t\t\t\t\tel.classList.remove( 'visible' );\n\t\t\t\t\t\tel.classList.remove( 'current-fragment' );\n\n\t\t\t\t\t\tif( wasVisible ) {\n\t\t\t\t\t\t\tthis.Reveal.slideContent.stopEmbeddedContent( el );\n\t\t\t\t\t\t\tchangedFragments.hidden.push( el );\n\t\t\t\t\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\t\t\t\t\ttarget: el,\n\t\t\t\t\t\t\t\ttype: 'hidden',\n\t\t\t\t\t\t\t\tbubbles: false\n\t\t\t\t\t\t\t});\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\n\t\t\t\t} );\n\n\t\t\t\t// Write the current fragment index to the slide <section>.\n\t\t\t\t// This can be used by end users to apply styles based on\n\t\t\t\t// the current fragment index.\n\t\t\t\tindex = typeof index === 'number' ? index : -1;\n\t\t\t\tindex = Math.max( Math.min( index, maxIndex ), -1 );\n\t\t\t\tslide.setAttribute( 'data-fragment', index );\n\n\t\t\t}\n\n\t\t}\n\n\t\tif( changedFragments.hidden.length ) {\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'fragmenthidden',\n\t\t\t\tdata: {\n\t\t\t\t\tfragment: changedFragments.hidden[0],\n\t\t\t\t\tfragments: changedFragments.hidden\n\t\t\t\t}\n\t\t\t});\n\t\t}\n\n\t\tif( changedFragments.shown.length ) {\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'fragmentshown',\n\t\t\t\tdata: {\n\t\t\t\t\tfragment: changedFragments.shown[0],\n\t\t\t\t\tfragments: changedFragments.shown\n\t\t\t\t}\n\t\t\t});\n\t\t}\n\n\t\treturn changedFragments;\n\n\t}\n\n\t/**\n\t * Formats the fragments on the given slide so that they have\n\t * valid indices. Call this if fragments are changed in the DOM\n\t * after reveal.js has already initialized.\n\t *\n\t * @param {HTMLElement} slide\n\t * @return {Array} a list of the HTML fragments that were synced\n\t */\n\tsync( slide = this.Reveal.getCurrentSlide() ) {\n\n\t\treturn this.sort( slide.querySelectorAll( '.fragment' ) );\n\n\t}\n\n\t/**\n\t * Navigate to the specified slide fragment.\n\t *\n\t * @param {?number} index The index of the fragment that\n\t * should be shown, -1 means all are invisible\n\t * @param {number} offset Integer offset to apply to the\n\t * fragment index\n\t *\n\t * @return {boolean} true if a change was made in any\n\t * fragments visibility as part of this call\n\t */\n\tgoto( index, offset = 0 ) {\n\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tif( currentSlide && this.Reveal.getConfig().fragments ) {\n\n\t\t\tlet fragments = this.sort( currentSlide.querySelectorAll( '.fragment:not(.disabled)' ) );\n\t\t\tif( fragments.length ) {\n\n\t\t\t\t// If no index is specified, find the current\n\t\t\t\tif( typeof index !== 'number' ) {\n\t\t\t\t\tlet lastVisibleFragment = this.sort( currentSlide.querySelectorAll( '.fragment:not(.disabled).visible' ) ).pop();\n\n\t\t\t\t\tif( lastVisibleFragment ) {\n\t\t\t\t\t\tindex = parseInt( lastVisibleFragment.getAttribute( 'data-fragment-index' ) || 0, 10 );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tindex = -1;\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t\t// Apply the offset if there is one\n\t\t\t\tindex += offset;\n\n\t\t\t\tlet changedFragments = this.update( index, fragments );\n\n\t\t\t\tthis.Reveal.controls.update();\n\t\t\t\tthis.Reveal.progress.update();\n\n\t\t\t\tif( this.Reveal.getConfig().fragmentInURL ) {\n\t\t\t\t\tthis.Reveal.location.writeURL();\n\t\t\t\t}\n\n\t\t\t\treturn !!( changedFragments.shown.length || changedFragments.hidden.length );\n\n\t\t\t}\n\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Navigate to the next slide fragment.\n\t *\n\t * @return {boolean} true if there was a next fragment,\n\t * false otherwise\n\t */\n\tnext() {\n\n\t\treturn this.goto( null, 1 );\n\n\t}\n\n\t/**\n\t * Navigate to the previous slide fragment.\n\t *\n\t * @return {boolean} true if there was a previous fragment,\n\t * false otherwise\n\t */\n\tprev() {\n\n\t\treturn this.goto( null, -1 );\n\n\t}\n\n}","import { SLIDES_SELECTOR } from '../utils/constants.js'\nimport { extend, queryAll, transformElement } from '../utils/util.js'\n\n/**\n * Handles all logic related to the overview mode\n * (birds-eye view of all slides).\n */\nexport default class Overview {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.active = false;\n\n\t\tthis.onSlideClicked = this.onSlideClicked.bind( this );\n\n\t}\n\n\t/**\n\t * Displays the overview of slides (quick nav) by scaling\n\t * down and arranging all slide elements.\n\t */\n\tactivate() {\n\n\t\t// Only proceed if enabled in config\n\t\tif( this.Reveal.getConfig().overview && !this.Reveal.isScrollView() && !this.isActive() ) {\n\n\t\t\tthis.active = true;\n\n\t\t\tthis.Reveal.getRevealElement().classList.add( 'overview' );\n\n\t\t\t// Don't auto-slide while in overview mode\n\t\t\tthis.Reveal.cancelAutoSlide();\n\n\t\t\t// Move the backgrounds element into the slide container to\n\t\t\t// that the same scaling is applied\n\t\t\tthis.Reveal.getSlidesElement().appendChild( this.Reveal.getBackgroundsElement() );\n\n\t\t\t// Clicking on an overview slide navigates to it\n\t\t\tqueryAll( this.Reveal.getRevealElement(), SLIDES_SELECTOR ).forEach( slide => {\n\t\t\t\tif( !slide.classList.contains( 'stack' ) ) {\n\t\t\t\t\tslide.addEventListener( 'click', this.onSlideClicked, true );\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\t// Calculate slide sizes\n\t\t\tconst margin = 70;\n\t\t\tconst slideSize = this.Reveal.getComputedSlideSize();\n\t\t\tthis.overviewSlideWidth = slideSize.width + margin;\n\t\t\tthis.overviewSlideHeight = slideSize.height + margin;\n\n\t\t\t// Reverse in RTL mode\n\t\t\tif( this.Reveal.getConfig().rtl ) {\n\t\t\t\tthis.overviewSlideWidth = -this.overviewSlideWidth;\n\t\t\t}\n\n\t\t\tthis.Reveal.updateSlidesVisibility();\n\n\t\t\tthis.layout();\n\t\t\tthis.update();\n\n\t\t\tthis.Reveal.layout();\n\n\t\t\tconst indices = this.Reveal.getIndices();\n\n\t\t\t// Notify observers of the overview showing\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'overviewshown',\n\t\t\t\tdata: {\n\t\t\t\t\t'indexh': indices.h,\n\t\t\t\t\t'indexv': indices.v,\n\t\t\t\t\t'currentSlide': this.Reveal.getCurrentSlide()\n\t\t\t\t}\n\t\t\t});\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Uses CSS transforms to position all slides in a grid for\n\t * display inside of the overview mode.\n\t */\n\tlayout() {\n\n\t\t// Layout slides\n\t\tthis.Reveal.getHorizontalSlides().forEach( ( hslide, h ) => {\n\t\t\thslide.setAttribute( 'data-index-h', h );\n\t\t\ttransformElement( hslide, 'translate3d(' + ( h * this.overviewSlideWidth ) + 'px, 0, 0)' );\n\n\t\t\tif( hslide.classList.contains( 'stack' ) ) {\n\n\t\t\t\tqueryAll( hslide, 'section' ).forEach( ( vslide, v ) => {\n\t\t\t\t\tvslide.setAttribute( 'data-index-h', h );\n\t\t\t\t\tvslide.setAttribute( 'data-index-v', v );\n\n\t\t\t\t\ttransformElement( vslide, 'translate3d(0, ' + ( v * this.overviewSlideHeight ) + 'px, 0)' );\n\t\t\t\t} );\n\n\t\t\t}\n\t\t} );\n\n\t\t// Layout slide backgrounds\n\t\tArray.from( this.Reveal.getBackgroundsElement().childNodes ).forEach( ( hbackground, h ) => {\n\t\t\ttransformElement( hbackground, 'translate3d(' + ( h * this.overviewSlideWidth ) + 'px, 0, 0)' );\n\n\t\t\tqueryAll( hbackground, '.slide-background' ).forEach( ( vbackground, v ) => {\n\t\t\t\ttransformElement( vbackground, 'translate3d(0, ' + ( v * this.overviewSlideHeight ) + 'px, 0)' );\n\t\t\t} );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Moves the overview viewport to the current slides.\n\t * Called each time the current slide changes.\n\t */\n\tupdate() {\n\n\t\tconst vmin = Math.min( window.innerWidth, window.innerHeight );\n\t\tconst scale = Math.max( vmin / 5, 150 ) / vmin;\n\t\tconst indices = this.Reveal.getIndices();\n\n\t\tthis.Reveal.transformSlides( {\n\t\t\toverview: [\n\t\t\t\t'scale('+ scale +')',\n\t\t\t\t'translateX('+ ( -indices.h * this.overviewSlideWidth ) +'px)',\n\t\t\t\t'translateY('+ ( -indices.v * this.overviewSlideHeight ) +'px)'\n\t\t\t].join( ' ' )\n\t\t} );\n\n\t}\n\n\t/**\n\t * Exits the slide overview and enters the currently\n\t * active slide.\n\t */\n\tdeactivate() {\n\n\t\t// Only proceed if enabled in config\n\t\tif( this.Reveal.getConfig().overview ) {\n\n\t\t\tthis.active = false;\n\n\t\t\tthis.Reveal.getRevealElement().classList.remove( 'overview' );\n\n\t\t\t// Temporarily add a class so that transitions can do different things\n\t\t\t// depending on whether they are exiting/entering overview, or just\n\t\t\t// moving from slide to slide\n\t\t\tthis.Reveal.getRevealElement().classList.add( 'overview-deactivating' );\n\n\t\t\tsetTimeout( () => {\n\t\t\t\tthis.Reveal.getRevealElement().classList.remove( 'overview-deactivating' );\n\t\t\t}, 1 );\n\n\t\t\t// Move the background element back out\n\t\t\tthis.Reveal.getRevealElement().appendChild( this.Reveal.getBackgroundsElement() );\n\n\t\t\t// Clean up changes made to slides\n\t\t\tqueryAll( this.Reveal.getRevealElement(), SLIDES_SELECTOR ).forEach( slide => {\n\t\t\t\ttransformElement( slide, '' );\n\n\t\t\t\tslide.removeEventListener( 'click', this.onSlideClicked, true );\n\t\t\t} );\n\n\t\t\t// Clean up changes made to backgrounds\n\t\t\tqueryAll( this.Reveal.getBackgroundsElement(), '.slide-background' ).forEach( background => {\n\t\t\t\ttransformElement( background, '' );\n\t\t\t} );\n\n\t\t\tthis.Reveal.transformSlides( { overview: '' } );\n\n\t\t\tconst indices = this.Reveal.getIndices();\n\n\t\t\tthis.Reveal.slide( indices.h, indices.v );\n\t\t\tthis.Reveal.layout();\n\t\t\tthis.Reveal.cueAutoSlide();\n\n\t\t\t// Notify observers of the overview hiding\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'overviewhidden',\n\t\t\t\tdata: {\n\t\t\t\t\t'indexh': indices.h,\n\t\t\t\t\t'indexv': indices.v,\n\t\t\t\t\t'currentSlide': this.Reveal.getCurrentSlide()\n\t\t\t\t}\n\t\t\t});\n\n\t\t}\n\t}\n\n\t/**\n\t * Toggles the slide overview mode on and off.\n\t *\n\t * @param {Boolean} [override] Flag which overrides the\n\t * toggle logic and forcibly sets the desired state. True means\n\t * overview is open, false means it's closed.\n\t */\n\ttoggle( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? this.activate() : this.deactivate();\n\t\t}\n\t\telse {\n\t\t\tthis.isActive() ? this.deactivate() : this.activate();\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if the overview is currently active.\n\t *\n\t * @return {Boolean} true if the overview is active,\n\t * false otherwise\n\t */\n\tisActive() {\n\n\t\treturn this.active;\n\n\t}\n\n\t/**\n\t * Invoked when a slide is and we're in the overview.\n\t *\n\t * @param {object} event\n\t */\n\tonSlideClicked( event ) {\n\n\t\tif( this.isActive() ) {\n\t\t\tevent.preventDefault();\n\n\t\t\tlet element = event.target;\n\n\t\t\twhile( element && !element.nodeName.match( /section/gi ) ) {\n\t\t\t\telement = element.parentNode;\n\t\t\t}\n\n\t\t\tif( element && !element.classList.contains( 'disabled' ) ) {\n\n\t\t\t\tthis.deactivate();\n\n\t\t\t\tif( element.nodeName.match( /section/gi ) ) {\n\t\t\t\t\tlet h = parseInt( element.getAttribute( 'data-index-h' ), 10 ),\n\t\t\t\t\t\tv = parseInt( element.getAttribute( 'data-index-v' ), 10 );\n\n\t\t\t\t\tthis.Reveal.slide( h, v );\n\t\t\t\t}\n\n\t\t\t}\n\t\t}\n\n\t}\n\n}","import { enterFullscreen } from '../utils/util.js'\n\n/**\n * Handles all reveal.js keyboard interactions.\n */\nexport default class Keyboard {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\t// A key:value map of keyboard keys and descriptions of\n\t\t// the actions they trigger\n\t\tthis.shortcuts = {};\n\n\t\t// Holds custom key code mappings\n\t\tthis.bindings = {};\n\n\t\tthis.onDocumentKeyDown = this.onDocumentKeyDown.bind( this );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.navigationMode === 'linear' ) {\n\t\t\tthis.shortcuts['&#8594;  ,  &#8595;  ,  SPACE  ,  N  ,  L  ,  J'] = 'Next slide';\n\t\t\tthis.shortcuts['&#8592;  ,  &#8593;  ,  P  ,  H  ,  K']           = 'Previous slide';\n\t\t}\n\t\telse {\n\t\t\tthis.shortcuts['N  ,  SPACE']   = 'Next slide';\n\t\t\tthis.shortcuts['P  ,  Shift SPACE']             = 'Previous slide';\n\t\t\tthis.shortcuts['&#8592;  ,  H'] = 'Navigate left';\n\t\t\tthis.shortcuts['&#8594;  ,  L'] = 'Navigate right';\n\t\t\tthis.shortcuts['&#8593;  ,  K'] = 'Navigate up';\n\t\t\tthis.shortcuts['&#8595;  ,  J'] = 'Navigate down';\n\t\t}\n\n\t\tthis.shortcuts['Alt + &#8592;/&#8593/&#8594;/&#8595;']        = 'Navigate without fragments';\n\t\tthis.shortcuts['Shift + &#8592;/&#8593/&#8594;/&#8595;']      = 'Jump to first/last slide';\n\t\tthis.shortcuts['B  ,  .']                       = 'Pause';\n\t\tthis.shortcuts['F']                             = 'Fullscreen';\n\t\tthis.shortcuts['G']                             = 'Jump to slide';\n\t\tthis.shortcuts['ESC, O']                        = 'Slide overview';\n\n\t}\n\n\t/**\n\t * Starts listening for keyboard events.\n\t */\n\tbind() {\n\n\t\tdocument.addEventListener( 'keydown', this.onDocumentKeyDown, false );\n\n\t}\n\n\t/**\n\t * Stops listening for keyboard events.\n\t */\n\tunbind() {\n\n\t\tdocument.removeEventListener( 'keydown', this.onDocumentKeyDown, false );\n\n\t}\n\n\t/**\n\t * Add a custom key binding with optional description to\n\t * be added to the help screen.\n\t */\n\taddKeyBinding( binding, callback ) {\n\n\t\tif( typeof binding === 'object' && binding.keyCode ) {\n\t\t\tthis.bindings[binding.keyCode] = {\n\t\t\t\tcallback: callback,\n\t\t\t\tkey: binding.key,\n\t\t\t\tdescription: binding.description\n\t\t\t};\n\t\t}\n\t\telse {\n\t\t\tthis.bindings[binding] = {\n\t\t\t\tcallback: callback,\n\t\t\t\tkey: null,\n\t\t\t\tdescription: null\n\t\t\t};\n\t\t}\n\n\t}\n\n\t/**\n\t * Removes the specified custom key binding.\n\t */\n\tremoveKeyBinding( keyCode ) {\n\n\t\tdelete this.bindings[keyCode];\n\n\t}\n\n\t/**\n\t * Programmatically triggers a keyboard event\n\t *\n\t * @param {int} keyCode\n\t */\n\ttriggerKey( keyCode ) {\n\n\t\tthis.onDocumentKeyDown( { keyCode } );\n\n\t}\n\n\t/**\n\t * Registers a new shortcut to include in the help overlay\n\t *\n\t * @param {String} key\n\t * @param {String} value\n\t */\n\tregisterKeyboardShortcut( key, value ) {\n\n\t\tthis.shortcuts[key] = value;\n\n\t}\n\n\tgetShortcuts() {\n\n\t\treturn this.shortcuts;\n\n\t}\n\n\tgetBindings() {\n\n\t\treturn this.bindings;\n\n\t}\n\n\t/**\n\t * Handler for the document level 'keydown' event.\n\t *\n\t * @param {object} event\n\t */\n\tonDocumentKeyDown( event ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\n\t\t// If there's a condition specified and it returns false,\n\t\t// ignore this event\n\t\tif( typeof config.keyboardCondition === 'function' && config.keyboardCondition(event) === false ) {\n\t\t\treturn true;\n\t\t}\n\n\t\t// If keyboardCondition is set, only capture keyboard events\n\t\t// for embedded decks when they are focused\n\t\tif( config.keyboardCondition === 'focused' && !this.Reveal.isFocused() ) {\n\t\t\treturn true;\n\t\t}\n\n\t\t// Shorthand\n\t\tlet keyCode = event.keyCode;\n\n\t\t// Remember if auto-sliding was paused so we can toggle it\n\t\tlet autoSlideWasPaused = !this.Reveal.isAutoSliding();\n\n\t\tthis.Reveal.onUserInput( event );\n\n\t\t// Is there a focused element that could be using the keyboard?\n\t\tlet activeElementIsCE = document.activeElement && document.activeElement.isContentEditable === true;\n\t\tlet activeElementIsInput = document.activeElement && document.activeElement.tagName && /input|textarea/i.test( document.activeElement.tagName );\n\t\tlet activeElementIsNotes = document.activeElement && document.activeElement.className && /speaker-notes/i.test( document.activeElement.className);\n\n\t\t// Whitelist certain modifiers for slide navigation shortcuts\n\t\tlet keyCodeUsesModifier = [32, 37, 38, 39, 40, 63, 78, 80, 191].indexOf( event.keyCode ) !== -1;\n\n\t\t// Prevent all other events when a modifier is pressed\n\t\tlet unusedModifier = \t!( keyCodeUsesModifier && event.shiftKey || event.altKey ) &&\n\t\t\t\t\t\t\t\t( event.shiftKey || event.altKey || event.ctrlKey || event.metaKey );\n\n\t\t// Disregard the event if there's a focused element or a\n\t\t// keyboard modifier key is present\n\t\tif( activeElementIsCE || activeElementIsInput || activeElementIsNotes || unusedModifier ) return;\n\n\t\t// While paused only allow resume keyboard events; 'b', 'v', '.'\n\t\tlet resumeKeyCodes = [66,86,190,191,112];\n\t\tlet key;\n\n\t\t// Custom key bindings for togglePause should be able to resume\n\t\tif( typeof config.keyboard === 'object' ) {\n\t\t\tfor( key in config.keyboard ) {\n\t\t\t\tif( config.keyboard[key] === 'togglePause' ) {\n\t\t\t\t\tresumeKeyCodes.push( parseInt( key, 10 ) );\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tif( this.Reveal.isPaused() && resumeKeyCodes.indexOf( keyCode ) === -1 ) {\n\t\t\treturn false;\n\t\t}\n\n\t\t// Use linear navigation if we're configured to OR if\n\t\t// the presentation is one-dimensional\n\t\tlet useLinearMode = config.navigationMode === 'linear' || !this.Reveal.hasHorizontalSlides() || !this.Reveal.hasVerticalSlides();\n\n\t\tlet triggered = false;\n\n\t\t// 1. User defined key bindings\n\t\tif( typeof config.keyboard === 'object' ) {\n\n\t\t\tfor( key in config.keyboard ) {\n\n\t\t\t\t// Check if this binding matches the pressed key\n\t\t\t\tif( parseInt( key, 10 ) === keyCode ) {\n\n\t\t\t\t\tlet value = config.keyboard[ key ];\n\n\t\t\t\t\t// Callback function\n\t\t\t\t\tif( typeof value === 'function' ) {\n\t\t\t\t\t\tvalue.apply( null, [ event ] );\n\t\t\t\t\t}\n\t\t\t\t\t// String shortcuts to reveal.js API\n\t\t\t\t\telse if( typeof value === 'string' && typeof this.Reveal[ value ] === 'function' ) {\n\t\t\t\t\t\tthis.Reveal[ value ].call();\n\t\t\t\t\t}\n\n\t\t\t\t\ttriggered = true;\n\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}\n\n\t\t// 2. Registered custom key bindings\n\t\tif( triggered === false ) {\n\n\t\t\tfor( key in this.bindings ) {\n\n\t\t\t\t// Check if this binding matches the pressed key\n\t\t\t\tif( parseInt( key, 10 ) === keyCode ) {\n\n\t\t\t\t\tlet action = this.bindings[ key ].callback;\n\n\t\t\t\t\t// Callback function\n\t\t\t\t\tif( typeof action === 'function' ) {\n\t\t\t\t\t\taction.apply( null, [ event ] );\n\t\t\t\t\t}\n\t\t\t\t\t// String shortcuts to reveal.js API\n\t\t\t\t\telse if( typeof action === 'string' && typeof this.Reveal[ action ] === 'function' ) {\n\t\t\t\t\t\tthis.Reveal[ action ].call();\n\t\t\t\t\t}\n\n\t\t\t\t\ttriggered = true;\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\t// 3. System defined key bindings\n\t\tif( triggered === false ) {\n\n\t\t\t// Assume true and try to prove false\n\t\t\ttriggered = true;\n\n\t\t\t// P, PAGE UP\n\t\t\tif( keyCode === 80 || keyCode === 33 ) {\n\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t}\n\t\t\t// N, PAGE DOWN\n\t\t\telse if( keyCode === 78 || keyCode === 34 ) {\n\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t}\n\t\t\t// H, LEFT\n\t\t\telse if( keyCode === 72 || keyCode === 37 ) {\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.slide( 0 );\n\t\t\t\t}\n\t\t\t\telse if( !this.Reveal.overview.isActive() && useLinearMode ) {\n\t\t\t\t\tif( config.rtl ) {\n\t\t\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.left({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// L, RIGHT\n\t\t\telse if( keyCode === 76 || keyCode === 39 ) {\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.slide( this.Reveal.getHorizontalSlides().length - 1 );\n\t\t\t\t}\n\t\t\t\telse if( !this.Reveal.overview.isActive() && useLinearMode ) {\n\t\t\t\t\tif( config.rtl ) {\n\t\t\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.right({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// K, UP\n\t\t\telse if( keyCode === 75 || keyCode === 38 ) {\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.slide( undefined, 0 );\n\t\t\t\t}\n\t\t\t\telse if( !this.Reveal.overview.isActive() && useLinearMode ) {\n\t\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.up({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// J, DOWN\n\t\t\telse if( keyCode === 74 || keyCode === 40 ) {\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.slide( undefined, Number.MAX_VALUE );\n\t\t\t\t}\n\t\t\t\telse if( !this.Reveal.overview.isActive() && useLinearMode ) {\n\t\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.down({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// HOME\n\t\t\telse if( keyCode === 36 ) {\n\t\t\t\tthis.Reveal.slide( 0 );\n\t\t\t}\n\t\t\t// END\n\t\t\telse if( keyCode === 35 ) {\n\t\t\t\tthis.Reveal.slide( this.Reveal.getHorizontalSlides().length - 1 );\n\t\t\t}\n\t\t\t// SPACE\n\t\t\telse if( keyCode === 32 ) {\n\t\t\t\tif( this.Reveal.overview.isActive() ) {\n\t\t\t\t\tthis.Reveal.overview.deactivate();\n\t\t\t\t}\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// TWO-SPOT, SEMICOLON, B, V, PERIOD, LOGITECH PRESENTER TOOLS \"BLACK SCREEN\" BUTTON\n\t\t\telse if( [58, 59, 66, 86, 190].includes( keyCode ) || ( keyCode === 191 && !event.shiftKey ) ) {\n\t\t\t\tthis.Reveal.togglePause();\n\t\t\t}\n\t\t\t// F\n\t\t\telse if( keyCode === 70 ) {\n\t\t\t\tenterFullscreen( config.embedded ? this.Reveal.getViewportElement() : document.documentElement );\n\t\t\t}\n\t\t\t// A\n\t\t\telse if( keyCode === 65 ) {\n\t\t\t\tif( config.autoSlideStoppable ) {\n\t\t\t\t\tthis.Reveal.toggleAutoSlide( autoSlideWasPaused );\n\t\t\t\t}\n\t\t\t}\n\t\t\t// G\n\t\t\telse if( keyCode === 71 ) {\n\t\t\t\tif( config.jumpToSlide ) {\n\t\t\t\t\tthis.Reveal.toggleJumpToSlide();\n\t\t\t\t}\n\t\t\t}\n\t\t\t// ?\n\t\t\telse if( ( keyCode === 63 || keyCode === 191 ) && event.shiftKey ) {\n\t\t\t\tthis.Reveal.toggleHelp();\n\t\t\t}\n\t\t\t// F1\n\t\t\telse if( keyCode === 112 ) {\n\t\t\t\tthis.Reveal.toggleHelp();\n\t\t\t}\n\t\t\telse {\n\t\t\t\ttriggered = false;\n\t\t\t}\n\n\t\t}\n\n\t\t// If the input resulted in a triggered action we should prevent\n\t\t// the browsers default behavior\n\t\tif( triggered ) {\n\t\t\tevent.preventDefault && event.preventDefault();\n\t\t}\n\t\t// ESC or O key\n\t\telse if( keyCode === 27 || keyCode === 79 ) {\n\t\t\tif( this.Reveal.closeOverlay() === false ) {\n\t\t\t\tthis.Reveal.overview.toggle();\n\t\t\t}\n\n\t\t\tevent.preventDefault && event.preventDefault();\n\t\t}\n\n\t\t// If auto-sliding is enabled we need to cue up\n\t\t// another timeout\n\t\tthis.Reveal.cueAutoSlide();\n\n\t}\n\n}\n","/**\n * Reads and writes the URL based on reveal.js' current state.\n */\nexport default class Location {\n\n\t// The minimum number of milliseconds that must pass between\n\t// calls to history.replaceState\n\tMAX_REPLACE_STATE_FREQUENCY = 1000\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\t// Delays updates to the URL due to a Chrome thumbnailer bug\n\t\tthis.writeURLTimeout = 0;\n\n\t\tthis.replaceStateTimestamp = 0;\n\n\t\tthis.onWindowHashChange = this.onWindowHashChange.bind( this );\n\n\t}\n\n\tbind() {\n\n\t\twindow.addEventListener( 'hashchange', this.onWindowHashChange, false );\n\n\t}\n\n\tunbind() {\n\n\t\twindow.removeEventListener( 'hashchange', this.onWindowHashChange, false );\n\n\t}\n\n\t/**\n\t * Returns the slide indices for the given hash link.\n\t *\n\t * @param {string} [hash] the hash string that we want to\n\t * find the indices for\n\t *\n\t * @returns slide indices or null\n\t */\n\tgetIndicesFromHash( hash=window.location.hash, options={} ) {\n\n\t\t// Attempt to parse the hash as either an index or name\n\t\tlet name = hash.replace( /^#\\/?/, '' );\n\t\tlet bits = name.split( '/' );\n\n\t\t// If the first bit is not fully numeric and there is a name we\n\t\t// can assume that this is a named link\n\t\tif( !/^[0-9]*$/.test( bits[0] ) && name.length ) {\n\t\t\tlet slide;\n\n\t\t\tlet f;\n\n\t\t\t// Parse named links with fragments (#/named-link/2)\n\t\t\tif( /\\/[-\\d]+$/g.test( name ) ) {\n\t\t\t\tf = parseInt( name.split( '/' ).pop(), 10 );\n\t\t\t\tf = isNaN(f) ? undefined : f;\n\t\t\t\tname = name.split( '/' ).shift();\n\t\t\t}\n\n\t\t\t// Ensure the named link is a valid HTML ID attribute\n\t\t\ttry {\n\t\t\t\tslide = document\n\t\t\t\t\t.getElementById( decodeURIComponent( name ) )\n\t\t\t\t\t.closest('.slides section');\n\t\t\t}\n\t\t\tcatch ( error ) { }\n\n\t\t\tif( slide ) {\n\t\t\t\treturn { ...this.Reveal.getIndices( slide ), f };\n\t\t\t}\n\t\t}\n\t\telse {\n\t\t\tconst config = this.Reveal.getConfig();\n\t\t\tlet hashIndexBase = config.hashOneBasedIndex || options.oneBasedIndex ? 1 : 0;\n\n\t\t\t// Read the index components of the hash\n\t\t\tlet h = ( parseInt( bits[0], 10 ) - hashIndexBase ) || 0,\n\t\t\t\tv = ( parseInt( bits[1], 10 ) - hashIndexBase ) || 0,\n\t\t\t\tf;\n\n\t\t\tif( config.fragmentInURL ) {\n\t\t\t\tf = parseInt( bits[2], 10 );\n\t\t\t\tif( isNaN( f ) ) {\n\t\t\t\t\tf = undefined;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\treturn { h, v, f };\n\t\t}\n\n\t\t// The hash couldn't be parsed or no matching named link was found\n\t\treturn null\n\n\t}\n\n\t/**\n\t * Reads the current URL (hash) and navigates accordingly.\n\t */\n\treadURL() {\n\n\t\tconst currentIndices = this.Reveal.getIndices();\n\t\tconst newIndices = this.getIndicesFromHash();\n\n\t\tif( newIndices ) {\n\t\t\tif( ( newIndices.h !== currentIndices.h || newIndices.v !== currentIndices.v || newIndices.f !== undefined ) ) {\n\t\t\t\t\tthis.Reveal.slide( newIndices.h, newIndices.v, newIndices.f );\n\t\t\t}\n\t\t}\n\t\t// If no new indices are available, we're trying to navigate to\n\t\t// a slide hash that does not exist\n\t\telse {\n\t\t\tthis.Reveal.slide( currentIndices.h || 0, currentIndices.v || 0 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates the page URL (hash) to reflect the current\n\t * state.\n\t *\n\t * @param {number} delay The time in ms to wait before\n\t * writing the hash\n\t */\n\twriteURL( delay ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\n\t\t// Make sure there's never more than one timeout running\n\t\tclearTimeout( this.writeURLTimeout );\n\n\t\t// If a delay is specified, timeout this call\n\t\tif( typeof delay === 'number' ) {\n\t\t\tthis.writeURLTimeout = setTimeout( this.writeURL, delay );\n\t\t}\n\t\telse if( currentSlide ) {\n\n\t\t\tlet hash = this.getHash();\n\n\t\t\t// If we're configured to push to history OR the history\n\t\t\t// API is not available.\n\t\t\tif( config.history ) {\n\t\t\t\twindow.location.hash = hash;\n\t\t\t}\n\t\t\t// If we're configured to reflect the current slide in the\n\t\t\t// URL without pushing to history.\n\t\t\telse if( config.hash ) {\n\t\t\t\t// If the hash is empty, don't add it to the URL\n\t\t\t\tif( hash === '/' ) {\n\t\t\t\t\tthis.debouncedReplaceState( window.location.pathname + window.location.search );\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.debouncedReplaceState( '#' + hash );\n\t\t\t\t}\n\t\t\t}\n\t\t\t// UPDATE: The below nuking of all hash changes breaks\n\t\t\t// anchors on pages where reveal.js is running. Removed\n\t\t\t// in 4.0. Why was it here in the first place? ¯\\_(ツ)_/¯\n\t\t\t//\n\t\t\t// If history and hash are both disabled, a hash may still\n\t\t\t// be added to the URL by clicking on a href with a hash\n\t\t\t// target. Counter this by always removing the hash.\n\t\t\t// else {\n\t\t\t// \twindow.history.replaceState( null, null, window.location.pathname + window.location.search );\n\t\t\t// }\n\n\t\t}\n\n\t}\n\n\treplaceState( url ) {\n\n\t\twindow.history.replaceState( null, null, url );\n\t\tthis.replaceStateTimestamp = Date.now();\n\n\t}\n\n\tdebouncedReplaceState( url ) {\n\n\t\tclearTimeout( this.replaceStateTimeout );\n\n\t\tif( Date.now() - this.replaceStateTimestamp > this.MAX_REPLACE_STATE_FREQUENCY ) {\n\t\t\tthis.replaceState( url );\n\t\t}\n\t\telse {\n\t\t\tthis.replaceStateTimeout = setTimeout( () => this.replaceState( url ), this.MAX_REPLACE_STATE_FREQUENCY );\n\t\t}\n\n\t}\n\n\t/**\n\t * Return a hash URL that will resolve to the given slide location.\n\t *\n\t * @param {HTMLElement} [slide=currentSlide] The slide to link to\n\t */\n\tgetHash( slide ) {\n\n\t\tlet url = '/';\n\n\t\t// Attempt to create a named link based on the slide's ID\n\t\tlet s = slide || this.Reveal.getCurrentSlide();\n\t\tlet id = s ? s.getAttribute( 'id' ) : null;\n\t\tif( id ) {\n\t\t\tid = encodeURIComponent( id );\n\t\t}\n\n\t\tlet index = this.Reveal.getIndices( slide );\n\t\tif( !this.Reveal.getConfig().fragmentInURL ) {\n\t\t\tindex.f = undefined;\n\t\t}\n\n\t\t// If the current slide has an ID, use that as a named link,\n\t\t// but we don't support named links with a fragment index\n\t\tif( typeof id === 'string' && id.length ) {\n\t\t\turl = '/' + id;\n\n\t\t\t// If there is also a fragment, append that at the end\n\t\t\t// of the named link, like: #/named-link/2\n\t\t\tif( index.f >= 0 ) url += '/' + index.f;\n\t\t}\n\t\t// Otherwise use the /h/v index\n\t\telse {\n\t\t\tlet hashIndexBase = this.Reveal.getConfig().hashOneBasedIndex ? 1 : 0;\n\t\t\tif( index.h > 0 || index.v > 0 || index.f >= 0 ) url += index.h + hashIndexBase;\n\t\t\tif( index.v > 0 || index.f >= 0 ) url += '/' + (index.v + hashIndexBase );\n\t\t\tif( index.f >= 0 ) url += '/' + index.f;\n\t\t}\n\n\t\treturn url;\n\n\t}\n\n\t/**\n\t * Handler for the window level 'hashchange' event.\n\t *\n\t * @param {object} [event]\n\t */\n\tonWindowHashChange( event ) {\n\n\t\tthis.readURL();\n\n\t}\n\n}","import { queryAll, enterFullscreen } from '../utils/util.js'\nimport { isAndroid } from '../utils/device.js'\n\n/**\n * Manages our presentation controls. This includes both\n * the built-in control arrows as well as event monitoring\n * of any elements within the presentation with either of the\n * following helper classes:\n * - .navigate-up\n * - .navigate-right\n * - .navigate-down\n * - .navigate-left\n * - .navigate-next\n * - .navigate-prev\n * - .enter-fullscreen\n */\nexport default class Controls {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.onNavigateLeftClicked = this.onNavigateLeftClicked.bind( this );\n\t\tthis.onNavigateRightClicked = this.onNavigateRightClicked.bind( this );\n\t\tthis.onNavigateUpClicked = this.onNavigateUpClicked.bind( this );\n\t\tthis.onNavigateDownClicked = this.onNavigateDownClicked.bind( this );\n\t\tthis.onNavigatePrevClicked = this.onNavigatePrevClicked.bind( this );\n\t\tthis.onNavigateNextClicked = this.onNavigateNextClicked.bind( this );\n\t\tthis.onEnterFullscreen = this.onEnterFullscreen.bind( this );\n\n\t}\n\n\trender() {\n\n\t\tconst rtl = this.Reveal.getConfig().rtl;\n\t\tconst revealElement = this.Reveal.getRevealElement();\n\n\t\tthis.element = document.createElement( 'aside' );\n\t\tthis.element.className = 'controls';\n\t\tthis.element.innerHTML =\n\t\t\t`<button class=\"navigate-left\" aria-label=\"${ rtl ? 'next slide' : 'previous slide' }\"><div class=\"controls-arrow\"></div></button>\n\t\t\t<button class=\"navigate-right\" aria-label=\"${ rtl ? 'previous slide' : 'next slide' }\"><div class=\"controls-arrow\"></div></button>\n\t\t\t<button class=\"navigate-up\" aria-label=\"above slide\"><div class=\"controls-arrow\"></div></button>\n\t\t\t<button class=\"navigate-down\" aria-label=\"below slide\"><div class=\"controls-arrow\"></div></button>`;\n\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t\t// There can be multiple instances of controls throughout the page\n\t\tthis.controlsLeft = queryAll( revealElement, '.navigate-left' );\n\t\tthis.controlsRight = queryAll( revealElement, '.navigate-right' );\n\t\tthis.controlsUp = queryAll( revealElement, '.navigate-up' );\n\t\tthis.controlsDown = queryAll( revealElement, '.navigate-down' );\n\t\tthis.controlsPrev = queryAll( revealElement, '.navigate-prev' );\n\t\tthis.controlsNext = queryAll( revealElement, '.navigate-next' );\n\t\tthis.controlsFullscreen = queryAll( revealElement, '.enter-fullscreen' );\n\n\t\t// The left, right and down arrows in the standard reveal.js controls\n\t\tthis.controlsRightArrow = this.element.querySelector( '.navigate-right' );\n\t\tthis.controlsLeftArrow = this.element.querySelector( '.navigate-left' );\n\t\tthis.controlsDownArrow = this.element.querySelector( '.navigate-down' );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tthis.element.style.display = config.controls ? 'block' : 'none';\n\n\t\tthis.element.setAttribute( 'data-controls-layout', config.controlsLayout );\n\t\tthis.element.setAttribute( 'data-controls-back-arrows', config.controlsBackArrows );\n\n\t}\n\n\tbind() {\n\n\t\t// Listen to both touch and click events, in case the device\n\t\t// supports both\n\t\tlet pointerEvents = [ 'touchstart', 'click' ];\n\n\t\t// Only support touch for Android, fixes double navigations in\n\t\t// stock browser\n\t\tif( isAndroid ) {\n\t\t\tpointerEvents = [ 'touchstart' ];\n\t\t}\n\n\t\tpointerEvents.forEach( eventName => {\n\t\t\tthis.controlsLeft.forEach( el => el.addEventListener( eventName, this.onNavigateLeftClicked, false ) );\n\t\t\tthis.controlsRight.forEach( el => el.addEventListener( eventName, this.onNavigateRightClicked, false ) );\n\t\t\tthis.controlsUp.forEach( el => el.addEventListener( eventName, this.onNavigateUpClicked, false ) );\n\t\t\tthis.controlsDown.forEach( el => el.addEventListener( eventName, this.onNavigateDownClicked, false ) );\n\t\t\tthis.controlsPrev.forEach( el => el.addEventListener( eventName, this.onNavigatePrevClicked, false ) );\n\t\t\tthis.controlsNext.forEach( el => el.addEventListener( eventName, this.onNavigateNextClicked, false ) );\n\t\t\tthis.controlsFullscreen.forEach( el => el.addEventListener( eventName, this.onEnterFullscreen, false ) );\n\t\t} );\n\n\t}\n\n\tunbind() {\n\n\t\t[ 'touchstart', 'click' ].forEach( eventName => {\n\t\t\tthis.controlsLeft.forEach( el => el.removeEventListener( eventName, this.onNavigateLeftClicked, false ) );\n\t\t\tthis.controlsRight.forEach( el => el.removeEventListener( eventName, this.onNavigateRightClicked, false ) );\n\t\t\tthis.controlsUp.forEach( el => el.removeEventListener( eventName, this.onNavigateUpClicked, false ) );\n\t\t\tthis.controlsDown.forEach( el => el.removeEventListener( eventName, this.onNavigateDownClicked, false ) );\n\t\t\tthis.controlsPrev.forEach( el => el.removeEventListener( eventName, this.onNavigatePrevClicked, false ) );\n\t\t\tthis.controlsNext.forEach( el => el.removeEventListener( eventName, this.onNavigateNextClicked, false ) );\n\t\t\tthis.controlsFullscreen.forEach( el => el.removeEventListener( eventName, this.onEnterFullscreen, false ) );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Updates the state of all control/navigation arrows.\n\t */\n\tupdate() {\n\n\t\tlet routes = this.Reveal.availableRoutes();\n\n\t\t// Remove the 'enabled' class from all directions\n\t\t[...this.controlsLeft, ...this.controlsRight, ...this.controlsUp, ...this.controlsDown, ...this.controlsPrev, ...this.controlsNext].forEach( node => {\n\t\t\tnode.classList.remove( 'enabled', 'fragmented' );\n\n\t\t\t// Set 'disabled' attribute on all directions\n\t\t\tnode.setAttribute( 'disabled', 'disabled' );\n\t\t} );\n\n\t\t// Add the 'enabled' class to the available routes; remove 'disabled' attribute to enable buttons\n\t\tif( routes.left ) this.controlsLeft.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\tif( routes.right ) this.controlsRight.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\tif( routes.up ) this.controlsUp.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\tif( routes.down ) this.controlsDown.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\n\t\t// Prev/next buttons\n\t\tif( routes.left || routes.up ) this.controlsPrev.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\tif( routes.right || routes.down ) this.controlsNext.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\n\t\t// Highlight fragment directions\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tif( currentSlide ) {\n\n\t\t\tlet fragmentsRoutes = this.Reveal.fragments.availableRoutes();\n\n\t\t\t// Always apply fragment decorator to prev/next buttons\n\t\t\tif( fragmentsRoutes.prev ) this.controlsPrev.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\tif( fragmentsRoutes.next ) this.controlsNext.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\n\t\t\t// Apply fragment decorators to directional buttons based on\n\t\t\t// what slide axis they are in\n\t\t\tif( this.Reveal.isVerticalSlide( currentSlide ) ) {\n\t\t\t\tif( fragmentsRoutes.prev ) this.controlsUp.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\t\tif( fragmentsRoutes.next ) this.controlsDown.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tif( fragmentsRoutes.prev ) this.controlsLeft.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\t\tif( fragmentsRoutes.next ) this.controlsRight.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\t}\n\n\t\t}\n\n\t\tif( this.Reveal.getConfig().controlsTutorial ) {\n\n\t\t\tlet indices = this.Reveal.getIndices();\n\n\t\t\t// Highlight control arrows with an animation to ensure\n\t\t\t// that the viewer knows how to navigate\n\t\t\tif( !this.Reveal.hasNavigatedVertically() && routes.down ) {\n\t\t\t\tthis.controlsDownArrow.classList.add( 'highlight' );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tthis.controlsDownArrow.classList.remove( 'highlight' );\n\n\t\t\t\tif( this.Reveal.getConfig().rtl ) {\n\n\t\t\t\t\tif( !this.Reveal.hasNavigatedHorizontally() && routes.left && indices.v === 0 ) {\n\t\t\t\t\t\tthis.controlsLeftArrow.classList.add( 'highlight' );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.controlsLeftArrow.classList.remove( 'highlight' );\n\t\t\t\t\t}\n\n\t\t\t\t} else {\n\n\t\t\t\t\tif( !this.Reveal.hasNavigatedHorizontally() && routes.right && indices.v === 0 ) {\n\t\t\t\t\t\tthis.controlsRightArrow.classList.add( 'highlight' );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.controlsRightArrow.classList.remove( 'highlight' );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\t}\n\n\tdestroy() {\n\n\t\tthis.unbind();\n\t\tthis.element.remove();\n\n\t}\n\n\t/**\n\t * Event handlers for navigation control buttons.\n\t */\n\tonNavigateLeftClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tif( this.Reveal.getConfig().navigationMode === 'linear' ) {\n\t\t\tthis.Reveal.prev();\n\t\t}\n\t\telse {\n\t\t\tthis.Reveal.left();\n\t\t}\n\n\t}\n\n\tonNavigateRightClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tif( this.Reveal.getConfig().navigationMode === 'linear' ) {\n\t\t\tthis.Reveal.next();\n\t\t}\n\t\telse {\n\t\t\tthis.Reveal.right();\n\t\t}\n\n\t}\n\n\tonNavigateUpClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tthis.Reveal.up();\n\n\t}\n\n\tonNavigateDownClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tthis.Reveal.down();\n\n\t}\n\n\tonNavigatePrevClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tthis.Reveal.prev();\n\n\t}\n\n\tonNavigateNextClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tthis.Reveal.next();\n\n\t}\n\n\tonEnterFullscreen( event ) {\n\n\t\tconst config = this.Reveal.getConfig();\n\t\tconst viewport = this.Reveal.getViewportElement();\n\n\t\tenterFullscreen( config.embedded ? viewport : viewport.parentElement );\n\n\t}\n\n}","/**\n * Creates a visual progress bar for the presentation.\n */\nexport default class Progress {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.onProgressClicked = this.onProgressClicked.bind( this );\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'progress';\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t\tthis.bar = document.createElement( 'span' );\n\t\tthis.element.appendChild( this.bar );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tthis.element.style.display = config.progress ? 'block' : 'none';\n\n\t}\n\n\tbind() {\n\n\t\tif( this.Reveal.getConfig().progress && this.element ) {\n\t\t\tthis.element.addEventListener( 'click', this.onProgressClicked, false );\n\t\t}\n\n\t}\n\n\tunbind() {\n\n\t\tif ( this.Reveal.getConfig().progress && this.element ) {\n\t\t\tthis.element.removeEventListener( 'click', this.onProgressClicked, false );\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates the progress bar to reflect the current slide.\n\t */\n\tupdate() {\n\n\t\t// Update progress if enabled\n\t\tif( this.Reveal.getConfig().progress && this.bar ) {\n\n\t\t\tlet scale = this.Reveal.getProgress();\n\n\t\t\t// Don't fill the progress bar if there's only one slide\n\t\t\tif( this.Reveal.getTotalSlides() < 2 ) {\n\t\t\t\tscale = 0;\n\t\t\t}\n\n\t\t\tthis.bar.style.transform = 'scaleX('+ scale +')';\n\n\t\t}\n\n\t}\n\n\tgetMaxWidth() {\n\n\t\treturn this.Reveal.getRevealElement().offsetWidth;\n\n\t}\n\n\t/**\n\t * Clicking on the progress bar results in a navigation to the\n\t * closest approximate horizontal slide using this equation:\n\t *\n\t * ( clickX / presentationWidth ) * numberOfSlides\n\t *\n\t * @param {object} event\n\t */\n\tonProgressClicked( event ) {\n\n\t\tthis.Reveal.onUserInput( event );\n\n\t\tevent.preventDefault();\n\n\t\tlet slides = this.Reveal.getSlides();\n\t\tlet slidesTotal = slides.length;\n\t\tlet slideIndex = Math.floor( ( event.clientX / this.getMaxWidth() ) * slidesTotal );\n\n\t\tif( this.Reveal.getConfig().rtl ) {\n\t\t\tslideIndex = slidesTotal - slideIndex;\n\t\t}\n\n\t\tlet targetIndices = this.Reveal.getIndices(slides[slideIndex]);\n\t\tthis.Reveal.slide( targetIndices.h, targetIndices.v );\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.element.remove();\n\n\t}\n\n}","/**\n * Handles hiding of the pointer/cursor when inactive.\n */\nexport default class Pointer {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\t// Throttles mouse wheel navigation\n\t\tthis.lastMouseWheelStep = 0;\n\n\t\t// Is the mouse pointer currently hidden from view\n\t\tthis.cursorHidden = false;\n\n\t\t// Timeout used to determine when the cursor is inactive\n\t\tthis.cursorInactiveTimeout = 0;\n\n\t\tthis.onDocumentCursorActive = this.onDocumentCursorActive.bind( this );\n\t\tthis.onDocumentMouseScroll = this.onDocumentMouseScroll.bind( this );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.mouseWheel ) {\n\t\t\tdocument.addEventListener( 'wheel', this.onDocumentMouseScroll, false );\n\t\t}\n\t\telse {\n\t\t\tdocument.removeEventListener( 'wheel', this.onDocumentMouseScroll, false );\n\t\t}\n\n\t\t// Auto-hide the mouse pointer when its inactive\n\t\tif( config.hideInactiveCursor ) {\n\t\t\tdocument.addEventListener( 'mousemove', this.onDocumentCursorActive, false );\n\t\t\tdocument.addEventListener( 'mousedown', this.onDocumentCursorActive, false );\n\t\t}\n\t\telse {\n\t\t\tthis.showCursor();\n\n\t\t\tdocument.removeEventListener( 'mousemove', this.onDocumentCursorActive, false );\n\t\t\tdocument.removeEventListener( 'mousedown', this.onDocumentCursorActive, false );\n\t\t}\n\n\t}\n\n\t/**\n\t * Shows the mouse pointer after it has been hidden with\n\t * #hideCursor.\n\t */\n\tshowCursor() {\n\n\t\tif( this.cursorHidden ) {\n\t\t\tthis.cursorHidden = false;\n\t\t\tthis.Reveal.getRevealElement().style.cursor = '';\n\t\t}\n\n\t}\n\n\t/**\n\t * Hides the mouse pointer when it's on top of the .reveal\n\t * container.\n\t */\n\thideCursor() {\n\n\t\tif( this.cursorHidden === false ) {\n\t\t\tthis.cursorHidden = true;\n\t\t\tthis.Reveal.getRevealElement().style.cursor = 'none';\n\t\t}\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.showCursor();\n\n\t\tdocument.removeEventListener( 'wheel', this.onDocumentMouseScroll, false );\n\t\tdocument.removeEventListener( 'mousemove', this.onDocumentCursorActive, false );\n\t\tdocument.removeEventListener( 'mousedown', this.onDocumentCursorActive, false );\n\n\t}\n\n\t/**\n\t * Called whenever there is mouse input at the document level\n\t * to determine if the cursor is active or not.\n\t *\n\t * @param {object} event\n\t */\n\tonDocumentCursorActive( event ) {\n\n\t\tthis.showCursor();\n\n\t\tclearTimeout( this.cursorInactiveTimeout );\n\n\t\tthis.cursorInactiveTimeout = setTimeout( this.hideCursor.bind( this ), this.Reveal.getConfig().hideCursorTime );\n\n\t}\n\n\t/**\n\t * Handles mouse wheel scrolling, throttled to avoid skipping\n\t * multiple slides.\n\t *\n\t * @param {object} event\n\t */\n\tonDocumentMouseScroll( event ) {\n\n\t\tif( Date.now() - this.lastMouseWheelStep > 1000 ) {\n\n\t\t\tthis.lastMouseWheelStep = Date.now();\n\n\t\t\tlet delta = event.detail || -event.wheelDelta;\n\t\t\tif( delta > 0 ) {\n\t\t\t\tthis.Reveal.next();\n\t\t\t}\n\t\t\telse if( delta < 0 ) {\n\t\t\t\tthis.Reveal.prev();\n\t\t\t}\n\n\t\t}\n\n\t}\n\n}\n","/**\n * Loads a JavaScript file from the given URL and executes it.\n *\n * @param {string} url Address of the .js file to load\n * @param {function} callback Method to invoke when the script\n * has loaded and executed\n */\nexport const loadScript = ( url, callback ) => {\n\n\tconst script = document.createElement( 'script' );\n\tscript.type = 'text/javascript';\n\tscript.async = false;\n\tscript.defer = false;\n\tscript.src = url;\n\n\tif( typeof callback === 'function' ) {\n\n\t\t// Success callback\n\t\tscript.onload = script.onreadystatechange = event => {\n\t\t\tif( event.type === 'load' || /loaded|complete/.test( script.readyState ) ) {\n\n\t\t\t\t// Kill event listeners\n\t\t\t\tscript.onload = script.onreadystatechange = script.onerror = null;\n\n\t\t\t\tcallback();\n\n\t\t\t}\n\t\t};\n\n\t\t// Error callback\n\t\tscript.onerror = err => {\n\n\t\t\t// Kill event listeners\n\t\t\tscript.onload = script.onreadystatechange = script.onerror = null;\n\n\t\t\tcallback( new Error( 'Failed loading script: ' + script.src + '\\n' + err ) );\n\n\t\t};\n\n\t}\n\n\t// Append the script at the end of <head>\n\tconst head = document.querySelector( 'head' );\n\thead.insertBefore( script, head.lastChild );\n\n}","import { loadScript } from '../utils/loader.js'\n\n/**\n * Manages loading and registering of reveal.js plugins.\n */\nexport default class Plugins {\n\n\tconstructor( reveal ) {\n\n\t\tthis.Reveal = reveal;\n\n\t\t// Flags our current state (idle -> loading -> loaded)\n\t\tthis.state = 'idle';\n\n\t\t// An id:instance map of currently registered plugins\n\t\tthis.registeredPlugins = {};\n\n\t\tthis.asyncDependencies = [];\n\n\t}\n\n\t/**\n\t * Loads reveal.js dependencies, registers and\n\t * initializes plugins.\n\t *\n\t * Plugins are direct references to a reveal.js plugin\n\t * object that we register and initialize after any\n\t * synchronous dependencies have loaded.\n\t *\n\t * Dependencies are defined via the 'dependencies' config\n\t * option and will be loaded prior to starting reveal.js.\n\t * Some dependencies may have an 'async' flag, if so they\n\t * will load after reveal.js has been started up.\n\t */\n\tload( plugins, dependencies ) {\n\n\t\tthis.state = 'loading';\n\n\t\tplugins.forEach( this.registerPlugin.bind( this ) );\n\n\t\treturn new Promise( resolve => {\n\n\t\t\tlet scripts = [],\n\t\t\t\tscriptsToLoad = 0;\n\n\t\t\tdependencies.forEach( s => {\n\t\t\t\t// Load if there's no condition or the condition is truthy\n\t\t\t\tif( !s.condition || s.condition() ) {\n\t\t\t\t\tif( s.async ) {\n\t\t\t\t\t\tthis.asyncDependencies.push( s );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tscripts.push( s );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\tif( scripts.length ) {\n\t\t\t\tscriptsToLoad = scripts.length;\n\n\t\t\t\tconst scriptLoadedCallback = (s) => {\n\t\t\t\t\tif( s && typeof s.callback === 'function' ) s.callback();\n\n\t\t\t\t\tif( --scriptsToLoad === 0 ) {\n\t\t\t\t\t\tthis.initPlugins().then( resolve );\n\t\t\t\t\t}\n\t\t\t\t};\n\n\t\t\t\t// Load synchronous scripts\n\t\t\t\tscripts.forEach( s => {\n\t\t\t\t\tif( typeof s.id === 'string' ) {\n\t\t\t\t\t\tthis.registerPlugin( s );\n\t\t\t\t\t\tscriptLoadedCallback( s );\n\t\t\t\t\t}\n\t\t\t\t\telse if( typeof s.src === 'string' ) {\n\t\t\t\t\t\tloadScript( s.src, () => scriptLoadedCallback(s) );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tconsole.warn( 'Unrecognized plugin format', s );\n\t\t\t\t\t\tscriptLoadedCallback();\n\t\t\t\t\t}\n\t\t\t\t} );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tthis.initPlugins().then( resolve );\n\t\t\t}\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Initializes our plugins and waits for them to be ready\n\t * before proceeding.\n\t */\n\tinitPlugins() {\n\n\t\treturn new Promise( resolve => {\n\n\t\t\tlet pluginValues = Object.values( this.registeredPlugins );\n\t\t\tlet pluginsToInitialize = pluginValues.length;\n\n\t\t\t// If there are no plugins, skip this step\n\t\t\tif( pluginsToInitialize === 0 ) {\n\t\t\t\tthis.loadAsync().then( resolve );\n\t\t\t}\n\t\t\t// ... otherwise initialize plugins\n\t\t\telse {\n\n\t\t\t\tlet initNextPlugin;\n\n\t\t\t\tlet afterPlugInitialized = () => {\n\t\t\t\t\tif( --pluginsToInitialize === 0 ) {\n\t\t\t\t\t\tthis.loadAsync().then( resolve );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tinitNextPlugin();\n\t\t\t\t\t}\n\t\t\t\t};\n\n\t\t\t\tlet i = 0;\n\n\t\t\t\t// Initialize plugins serially\n\t\t\t\tinitNextPlugin = () => {\n\n\t\t\t\t\tlet plugin = pluginValues[i++];\n\n\t\t\t\t\t// If the plugin has an 'init' method, invoke it\n\t\t\t\t\tif( typeof plugin.init === 'function' ) {\n\t\t\t\t\t\tlet promise = plugin.init( this.Reveal );\n\n\t\t\t\t\t\t// If the plugin returned a Promise, wait for it\n\t\t\t\t\t\tif( promise && typeof promise.then === 'function' ) {\n\t\t\t\t\t\t\tpromise.then( afterPlugInitialized );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tafterPlugInitialized();\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tafterPlugInitialized();\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\tinitNextPlugin();\n\n\t\t\t}\n\n\t\t} )\n\n\t}\n\n\t/**\n\t * Loads all async reveal.js dependencies.\n\t */\n\tloadAsync() {\n\n\t\tthis.state = 'loaded';\n\n\t\tif( this.asyncDependencies.length ) {\n\t\t\tthis.asyncDependencies.forEach( s => {\n\t\t\t\tloadScript( s.src, s.callback );\n\t\t\t} );\n\t\t}\n\n\t\treturn Promise.resolve();\n\n\t}\n\n\t/**\n\t * Registers a new plugin with this reveal.js instance.\n\t *\n\t * reveal.js waits for all registered plugins to initialize\n\t * before considering itself ready, as long as the plugin\n\t * is registered before calling `Reveal.initialize()`.\n\t */\n\tregisterPlugin( plugin ) {\n\n\t\t// Backwards compatibility to make reveal.js ~3.9.0\n\t\t// plugins work with reveal.js 4.0.0\n\t\tif( arguments.length === 2 && typeof arguments[0] === 'string' ) {\n\t\t\tplugin = arguments[1];\n\t\t\tplugin.id = arguments[0];\n\t\t}\n\t\t// Plugin can optionally be a function which we call\n\t\t// to create an instance of the plugin\n\t\telse if( typeof plugin === 'function' ) {\n\t\t\tplugin = plugin();\n\t\t}\n\n\t\tlet id = plugin.id;\n\n\t\tif( typeof id !== 'string' ) {\n\t\t\tconsole.warn( 'Unrecognized plugin format; can\\'t find plugin.id', plugin );\n\t\t}\n\t\telse if( this.registeredPlugins[id] === undefined ) {\n\t\t\tthis.registeredPlugins[id] = plugin;\n\n\t\t\t// If a plugin is registered after reveal.js is loaded,\n\t\t\t// initialize it right away\n\t\t\tif( this.state === 'loaded' && typeof plugin.init === 'function' ) {\n\t\t\t\tplugin.init( this.Reveal );\n\t\t\t}\n\t\t}\n\t\telse {\n\t\t\tconsole.warn( 'reveal.js: \"'+ id +'\" plugin has already been registered' );\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if a specific plugin has been registered.\n\t *\n\t * @param {String} id Unique plugin identifier\n\t */\n\thasPlugin( id ) {\n\n\t\treturn !!this.registeredPlugins[id];\n\n\t}\n\n\t/**\n\t * Returns the specific plugin instance, if a plugin\n\t * with the given ID has been registered.\n\t *\n\t * @param {String} id Unique plugin identifier\n\t */\n\tgetPlugin( id ) {\n\n\t\treturn this.registeredPlugins[id];\n\n\t}\n\n\tgetRegisteredPlugins() {\n\n\t\treturn this.registeredPlugins;\n\n\t}\n\n\tdestroy() {\n\n\t\tObject.values( this.registeredPlugins ).forEach( plugin => {\n\t\t\tif( typeof plugin.destroy === 'function' ) {\n\t\t\t\tplugin.destroy();\n\t\t\t}\n\t\t} );\n\n\t\tthis.registeredPlugins = {};\n\t\tthis.asyncDependencies = [];\n\n\t}\n\n}\n","import { isAndroid } from '../utils/device.js'\nimport { matches } from '../utils/util.js'\n\nconst SWIPE_THRESHOLD = 40;\n\n/**\n * Controls all touch interactions and navigations for\n * a presentation.\n */\nexport default class Touch {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\t// Holds information about the currently ongoing touch interaction\n\t\tthis.touchStartX = 0;\n\t\tthis.touchStartY = 0;\n\t\tthis.touchStartCount = 0;\n\t\tthis.touchCaptured = false;\n\n\t\tthis.onPointerDown = this.onPointerDown.bind( this );\n\t\tthis.onPointerMove = this.onPointerMove.bind( this );\n\t\tthis.onPointerUp = this.onPointerUp.bind( this );\n\t\tthis.onTouchStart = this.onTouchStart.bind( this );\n\t\tthis.onTouchMove = this.onTouchMove.bind( this );\n\t\tthis.onTouchEnd = this.onTouchEnd.bind( this );\n\n\t}\n\n\t/**\n\t *\n\t */\n\tbind() {\n\n\t\tlet revealElement = this.Reveal.getRevealElement();\n\n\t\tif( 'onpointerdown' in window ) {\n\t\t\t// Use W3C pointer events\n\t\t\trevealElement.addEventListener( 'pointerdown', this.onPointerDown, false );\n\t\t\trevealElement.addEventListener( 'pointermove', this.onPointerMove, false );\n\t\t\trevealElement.addEventListener( 'pointerup', this.onPointerUp, false );\n\t\t}\n\t\telse if( window.navigator.msPointerEnabled ) {\n\t\t\t// IE 10 uses prefixed version of pointer events\n\t\t\trevealElement.addEventListener( 'MSPointerDown', this.onPointerDown, false );\n\t\t\trevealElement.addEventListener( 'MSPointerMove', this.onPointerMove, false );\n\t\t\trevealElement.addEventListener( 'MSPointerUp', this.onPointerUp, false );\n\t\t}\n\t\telse {\n\t\t\t// Fall back to touch events\n\t\t\trevealElement.addEventListener( 'touchstart', this.onTouchStart, false );\n\t\t\trevealElement.addEventListener( 'touchmove', this.onTouchMove, false );\n\t\t\trevealElement.addEventListener( 'touchend', this.onTouchEnd, false );\n\t\t}\n\n\t}\n\n\t/**\n\t *\n\t */\n\tunbind() {\n\n\t\tlet revealElement = this.Reveal.getRevealElement();\n\n\t\trevealElement.removeEventListener( 'pointerdown', this.onPointerDown, false );\n\t\trevealElement.removeEventListener( 'pointermove', this.onPointerMove, false );\n\t\trevealElement.removeEventListener( 'pointerup', this.onPointerUp, false );\n\n\t\trevealElement.removeEventListener( 'MSPointerDown', this.onPointerDown, false );\n\t\trevealElement.removeEventListener( 'MSPointerMove', this.onPointerMove, false );\n\t\trevealElement.removeEventListener( 'MSPointerUp', this.onPointerUp, false );\n\n\t\trevealElement.removeEventListener( 'touchstart', this.onTouchStart, false );\n\t\trevealElement.removeEventListener( 'touchmove', this.onTouchMove, false );\n\t\trevealElement.removeEventListener( 'touchend', this.onTouchEnd, false );\n\n\t}\n\n\t/**\n\t * Checks if the target element prevents the triggering of\n\t * swipe navigation.\n\t */\n\tisSwipePrevented( target ) {\n\n\t\t// Prevent accidental swipes when scrubbing timelines\n\t\tif( matches( target, 'video[controls], audio[controls]' ) ) return true;\n\n\t\twhile( target && typeof target.hasAttribute === 'function' ) {\n\t\t\tif( target.hasAttribute( 'data-prevent-swipe' ) ) return true;\n\t\t\ttarget = target.parentNode;\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Handler for the 'touchstart' event, enables support for\n\t * swipe and pinch gestures.\n\t *\n\t * @param {object} event\n\t */\n\tonTouchStart( event ) {\n\n\t\tthis.touchCaptured = false;\n\n\t\tif( this.isSwipePrevented( event.target ) ) return true;\n\n\t\tthis.touchStartX = event.touches[0].clientX;\n\t\tthis.touchStartY = event.touches[0].clientY;\n\t\tthis.touchStartCount = event.touches.length;\n\n\t}\n\n\t/**\n\t * Handler for the 'touchmove' event.\n\t *\n\t * @param {object} event\n\t */\n\tonTouchMove( event ) {\n\n\t\tif( this.isSwipePrevented( event.target ) ) return true;\n\n\t\tlet config = this.Reveal.getConfig();\n\n\t\t// Each touch should only trigger one action\n\t\tif( !this.touchCaptured ) {\n\t\t\tthis.Reveal.onUserInput( event );\n\n\t\t\tlet currentX = event.touches[0].clientX;\n\t\t\tlet currentY = event.touches[0].clientY;\n\n\t\t\t// There was only one touch point, look for a swipe\n\t\t\tif( event.touches.length === 1 && this.touchStartCount !== 2 ) {\n\n\t\t\t\tlet availableRoutes = this.Reveal.availableRoutes({ includeFragments: true });\n\n\t\t\t\tlet deltaX = currentX - this.touchStartX,\n\t\t\t\t\tdeltaY = currentY - this.touchStartY;\n\n\t\t\t\tif( deltaX > SWIPE_THRESHOLD && Math.abs( deltaX ) > Math.abs( deltaY ) ) {\n\t\t\t\t\tthis.touchCaptured = true;\n\t\t\t\t\tif( config.navigationMode === 'linear' ) {\n\t\t\t\t\t\tif( config.rtl ) {\n\t\t\t\t\t\t\tthis.Reveal.next();\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tthis.Reveal.prev();\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.left();\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse if( deltaX < -SWIPE_THRESHOLD && Math.abs( deltaX ) > Math.abs( deltaY ) ) {\n\t\t\t\t\tthis.touchCaptured = true;\n\t\t\t\t\tif( config.navigationMode === 'linear' ) {\n\t\t\t\t\t\tif( config.rtl ) {\n\t\t\t\t\t\t\tthis.Reveal.prev();\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tthis.Reveal.next();\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.right();\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse if( deltaY > SWIPE_THRESHOLD && availableRoutes.up ) {\n\t\t\t\t\tthis.touchCaptured = true;\n\t\t\t\t\tif( config.navigationMode === 'linear' ) {\n\t\t\t\t\t\tthis.Reveal.prev();\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.up();\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse if( deltaY < -SWIPE_THRESHOLD && availableRoutes.down ) {\n\t\t\t\t\tthis.touchCaptured = true;\n\t\t\t\t\tif( config.navigationMode === 'linear' ) {\n\t\t\t\t\t\tthis.Reveal.next();\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.down();\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t\t// If we're embedded, only block touch events if they have\n\t\t\t\t// triggered an action\n\t\t\t\tif( config.embedded ) {\n\t\t\t\t\tif( this.touchCaptured || this.Reveal.isVerticalSlide() ) {\n\t\t\t\t\t\tevent.preventDefault();\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\t// Not embedded? Block them all to avoid needless tossing\n\t\t\t\t// around of the viewport in iOS\n\t\t\t\telse {\n\t\t\t\t\tevent.preventDefault();\n\t\t\t\t}\n\n\t\t\t}\n\t\t}\n\t\t// There's a bug with swiping on some Android devices unless\n\t\t// the default action is always prevented\n\t\telse if( isAndroid ) {\n\t\t\tevent.preventDefault();\n\t\t}\n\n\t}\n\n\t/**\n\t * Handler for the 'touchend' event.\n\t *\n\t * @param {object} event\n\t */\n\tonTouchEnd( event ) {\n\n\t\tthis.touchCaptured = false;\n\n\t}\n\n\t/**\n\t * Convert pointer down to touch start.\n\t *\n\t * @param {object} event\n\t */\n\tonPointerDown( event ) {\n\n\t\tif( event.pointerType === event.MSPOINTER_TYPE_TOUCH || event.pointerType === \"touch\" ) {\n\t\t\tevent.touches = [{ clientX: event.clientX, clientY: event.clientY }];\n\t\t\tthis.onTouchStart( event );\n\t\t}\n\n\t}\n\n\t/**\n\t * Convert pointer move to touch move.\n\t *\n\t * @param {object} event\n\t */\n\tonPointerMove( event ) {\n\n\t\tif( event.pointerType === event.MSPOINTER_TYPE_TOUCH || event.pointerType === \"touch\" )  {\n\t\t\tevent.touches = [{ clientX: event.clientX, clientY: event.clientY }];\n\t\t\tthis.onTouchMove( event );\n\t\t}\n\n\t}\n\n\t/**\n\t * Convert pointer up to touch end.\n\t *\n\t * @param {object} event\n\t */\n\tonPointerUp( event ) {\n\n\t\tif( event.pointerType === event.MSPOINTER_TYPE_TOUCH || event.pointerType === \"touch\" )  {\n\t\t\tevent.touches = [{ clientX: event.clientX, clientY: event.clientY }];\n\t\t\tthis.onTouchEnd( event );\n\t\t}\n\n\t}\n\n}","import { closest } from '../utils/util.js'\n\n/**\n * Manages focus when a presentation is embedded. This\n * helps us only capture keyboard from the presentation\n * a user is currently interacting with in a page where\n * multiple presentations are embedded.\n */\n\nconst STATE_FOCUS = 'focus';\nconst STATE_BLUR = 'blur';\n\nexport default class Focus {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.onRevealPointerDown = this.onRevealPointerDown.bind( this );\n\t\tthis.onDocumentPointerDown = this.onDocumentPointerDown.bind( this );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.embedded ) {\n\t\t\tthis.blur();\n\t\t}\n\t\telse {\n\t\t\tthis.focus();\n\t\t\tthis.unbind();\n\t\t}\n\n\t}\n\n\tbind() {\n\n\t\tif( this.Reveal.getConfig().embedded ) {\n\t\t\tthis.Reveal.getRevealElement().addEventListener( 'pointerdown', this.onRevealPointerDown, false );\n\t\t}\n\n\t}\n\n\tunbind() {\n\n\t\tthis.Reveal.getRevealElement().removeEventListener( 'pointerdown', this.onRevealPointerDown, false );\n\t\tdocument.removeEventListener( 'pointerdown', this.onDocumentPointerDown, false );\n\n\t}\n\n\tfocus() {\n\n\t\tif( this.state !== STATE_FOCUS ) {\n\t\t\tthis.Reveal.getRevealElement().classList.add( 'focused' );\n\t\t\tdocument.addEventListener( 'pointerdown', this.onDocumentPointerDown, false );\n\t\t}\n\n\t\tthis.state = STATE_FOCUS;\n\n\t}\n\n\tblur() {\n\n\t\tif( this.state !== STATE_BLUR ) {\n\t\t\tthis.Reveal.getRevealElement().classList.remove( 'focused' );\n\t\t\tdocument.removeEventListener( 'pointerdown', this.onDocumentPointerDown, false );\n\t\t}\n\n\t\tthis.state = STATE_BLUR;\n\n\t}\n\n\tisFocused() {\n\n\t\treturn this.state === STATE_FOCUS;\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.Reveal.getRevealElement().classList.remove( 'focused' );\n\n\t}\n\n\tonRevealPointerDown( event ) {\n\n\t\tthis.focus();\n\n\t}\n\n\tonDocumentPointerDown( event ) {\n\n\t\tlet revealElement = closest( event.target, '.reveal' );\n\t\tif( !revealElement || revealElement !== this.Reveal.getRevealElement() ) {\n\t\t\tthis.blur();\n\t\t}\n\n\t}\n\n}","/**\n * Handles the showing of speaker notes\n */\nexport default class Notes {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'speaker-notes';\n\t\tthis.element.setAttribute( 'data-prevent-swipe', '' );\n\t\tthis.element.setAttribute( 'tabindex', '0' );\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.showNotes ) {\n\t\t\tthis.element.setAttribute( 'data-layout', typeof config.showNotes === 'string' ? config.showNotes : 'inline' );\n\t\t}\n\n\t}\n\n\t/**\n\t * Pick up notes from the current slide and display them\n\t * to the viewer.\n\t *\n\t * @see {@link config.showNotes}\n\t */\n\tupdate() {\n\n\t\tif( this.Reveal.getConfig().showNotes &&\n\t\t\tthis.element && this.Reveal.getCurrentSlide() &&\n\t\t\t!this.Reveal.isScrollView() &&\n\t\t\t!this.Reveal.isPrintView()\n\t\t) {\n\t\t\tthis.element.innerHTML = this.getSlideNotes() || '<span class=\"notes-placeholder\">No notes on this slide.</span>';\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates the visibility of the speaker notes sidebar that\n\t * is used to share annotated slides. The notes sidebar is\n\t * only visible if showNotes is true and there are notes on\n\t * one or more slides in the deck.\n\t */\n\tupdateVisibility() {\n\n\t\tif( this.Reveal.getConfig().showNotes &&\n\t\t\tthis.hasNotes() &&\n\t\t\t!this.Reveal.isScrollView() &&\n\t\t\t!this.Reveal.isPrintView()\n\t\t) {\n\t\t\tthis.Reveal.getRevealElement().classList.add( 'show-notes' );\n\t\t}\n\t\telse {\n\t\t\tthis.Reveal.getRevealElement().classList.remove( 'show-notes' );\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if there are speaker notes for ANY slide in the\n\t * presentation.\n\t */\n\thasNotes() {\n\n\t\treturn this.Reveal.getSlidesElement().querySelectorAll( '[data-notes], aside.notes' ).length > 0;\n\n\t}\n\n\t/**\n\t * Checks if this presentation is running inside of the\n\t * speaker notes window.\n\t *\n\t * @return {boolean}\n\t */\n\tisSpeakerNotesWindow() {\n\n\t\treturn !!window.location.search.match( /receiver/gi );\n\n\t}\n\n\t/**\n\t * Retrieves the speaker notes from a slide. Notes can be\n\t * defined in two ways:\n\t * 1. As a data-notes attribute on the slide <section>\n\t * 2. With <aside class=\"notes\"> elements inside the slide\n\t *\n\t * @param {HTMLElement} [slide=currentSlide]\n\t * @return {(string|null)}\n\t */\n\tgetSlideNotes( slide = this.Reveal.getCurrentSlide() ) {\n\n\t\t// Notes can be specified via the data-notes attribute...\n\t\tif( slide.hasAttribute( 'data-notes' ) ) {\n\t\t\treturn slide.getAttribute( 'data-notes' );\n\t\t}\n\n\t\t// ... or using <aside class=\"notes\"> elements\n\t\tlet notesElements = slide.querySelectorAll( 'aside.notes' );\n\t\tif( notesElements ) {\n\t\t\treturn Array.from(notesElements).map( notesElement => notesElement.innerHTML ).join( '\\n' );\n\t\t}\n\n\t\treturn null;\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.element.remove();\n\n\t}\n\n}","/**\n * UI component that lets the use control auto-slide\n * playback via play/pause.\n */\nexport default class Playback {\n\n\t/**\n\t * @param {HTMLElement} container The component will append\n\t * itself to this\n\t * @param {function} progressCheck A method which will be\n\t * called frequently to get the current playback progress on\n\t * a range of 0-1\n\t */\n\tconstructor( container, progressCheck ) {\n\n\t\t// Cosmetics\n\t\tthis.diameter = 100;\n\t\tthis.diameter2 = this.diameter/2;\n\t\tthis.thickness = 6;\n\n\t\t// Flags if we are currently playing\n\t\tthis.playing = false;\n\n\t\t// Current progress on a 0-1 range\n\t\tthis.progress = 0;\n\n\t\t// Used to loop the animation smoothly\n\t\tthis.progressOffset = 1;\n\n\t\tthis.container = container;\n\t\tthis.progressCheck = progressCheck;\n\n\t\tthis.canvas = document.createElement( 'canvas' );\n\t\tthis.canvas.className = 'playback';\n\t\tthis.canvas.width = this.diameter;\n\t\tthis.canvas.height = this.diameter;\n\t\tthis.canvas.style.width = this.diameter2 + 'px';\n\t\tthis.canvas.style.height = this.diameter2 + 'px';\n\t\tthis.context = this.canvas.getContext( '2d' );\n\n\t\tthis.container.appendChild( this.canvas );\n\n\t\tthis.render();\n\n\t}\n\n\tsetPlaying( value ) {\n\n\t\tconst wasPlaying = this.playing;\n\n\t\tthis.playing = value;\n\n\t\t// Start repainting if we weren't already\n\t\tif( !wasPlaying && this.playing ) {\n\t\t\tthis.animate();\n\t\t}\n\t\telse {\n\t\t\tthis.render();\n\t\t}\n\n\t}\n\n\tanimate() {\n\n\t\tconst progressBefore = this.progress;\n\n\t\tthis.progress = this.progressCheck();\n\n\t\t// When we loop, offset the progress so that it eases\n\t\t// smoothly rather than immediately resetting\n\t\tif( progressBefore > 0.8 && this.progress < 0.2 ) {\n\t\t\tthis.progressOffset = this.progress;\n\t\t}\n\n\t\tthis.render();\n\n\t\tif( this.playing ) {\n\t\t\trequestAnimationFrame( this.animate.bind( this ) );\n\t\t}\n\n\t}\n\n\t/**\n\t * Renders the current progress and playback state.\n\t */\n\trender() {\n\n\t\tlet progress = this.playing ? this.progress : 0,\n\t\t\tradius = ( this.diameter2 ) - this.thickness,\n\t\t\tx = this.diameter2,\n\t\t\ty = this.diameter2,\n\t\t\ticonSize = 28;\n\n\t\t// Ease towards 1\n\t\tthis.progressOffset += ( 1 - this.progressOffset ) * 0.1;\n\n\t\tconst endAngle = ( - Math.PI / 2 ) + ( progress * ( Math.PI * 2 ) );\n\t\tconst startAngle = ( - Math.PI / 2 ) + ( this.progressOffset * ( Math.PI * 2 ) );\n\n\t\tthis.context.save();\n\t\tthis.context.clearRect( 0, 0, this.diameter, this.diameter );\n\n\t\t// Solid background color\n\t\tthis.context.beginPath();\n\t\tthis.context.arc( x, y, radius + 4, 0, Math.PI * 2, false );\n\t\tthis.context.fillStyle = 'rgba( 0, 0, 0, 0.4 )';\n\t\tthis.context.fill();\n\n\t\t// Draw progress track\n\t\tthis.context.beginPath();\n\t\tthis.context.arc( x, y, radius, 0, Math.PI * 2, false );\n\t\tthis.context.lineWidth = this.thickness;\n\t\tthis.context.strokeStyle = 'rgba( 255, 255, 255, 0.2 )';\n\t\tthis.context.stroke();\n\n\t\tif( this.playing ) {\n\t\t\t// Draw progress on top of track\n\t\t\tthis.context.beginPath();\n\t\t\tthis.context.arc( x, y, radius, startAngle, endAngle, false );\n\t\t\tthis.context.lineWidth = this.thickness;\n\t\t\tthis.context.strokeStyle = '#fff';\n\t\t\tthis.context.stroke();\n\t\t}\n\n\t\tthis.context.translate( x - ( iconSize / 2 ), y - ( iconSize / 2 ) );\n\n\t\t// Draw play/pause icons\n\t\tif( this.playing ) {\n\t\t\tthis.context.fillStyle = '#fff';\n\t\t\tthis.context.fillRect( 0, 0, iconSize / 2 - 4, iconSize );\n\t\t\tthis.context.fillRect( iconSize / 2 + 4, 0, iconSize / 2 - 4, iconSize );\n\t\t}\n\t\telse {\n\t\t\tthis.context.beginPath();\n\t\t\tthis.context.translate( 4, 0 );\n\t\t\tthis.context.moveTo( 0, 0 );\n\t\t\tthis.context.lineTo( iconSize - 4, iconSize / 2 );\n\t\t\tthis.context.lineTo( 0, iconSize );\n\t\t\tthis.context.fillStyle = '#fff';\n\t\t\tthis.context.fill();\n\t\t}\n\n\t\tthis.context.restore();\n\n\t}\n\n\ton( type, listener ) {\n\t\tthis.canvas.addEventListener( type, listener, false );\n\t}\n\n\toff( type, listener ) {\n\t\tthis.canvas.removeEventListener( type, listener, false );\n\t}\n\n\tdestroy() {\n\n\t\tthis.playing = false;\n\n\t\tif( this.canvas.parentNode ) {\n\t\t\tthis.container.removeChild( this.canvas );\n\t\t}\n\n\t}\n\n}","/**\n * The default reveal.js config object.\n */\nexport default {\n\n\t// The \"normal\" size of the presentation, aspect ratio will be preserved\n\t// when the presentation is scaled to fit different resolutions\n\twidth: 960,\n\theight: 700,\n\n\t// Factor of the display size that should remain empty around the content\n\tmargin: 0.04,\n\n\t// Bounds for smallest/largest possible scale to apply to content\n\tminScale: 0.2,\n\tmaxScale: 2.0,\n\n\t// Display presentation control arrows\n\tcontrols: true,\n\n\t// Help the user learn the controls by providing hints, for example by\n\t// bouncing the down arrow when they first encounter a vertical slide\n\tcontrolsTutorial: true,\n\n\t// Determines where controls appear, \"edges\" or \"bottom-right\"\n\tcontrolsLayout: 'bottom-right',\n\n\t// Visibility rule for backwards navigation arrows; \"faded\", \"hidden\"\n\t// or \"visible\"\n\tcontrolsBackArrows: 'faded',\n\n\t// Display a presentation progress bar\n\tprogress: true,\n\n\t// Display the page number of the current slide\n\t// - true:    Show slide number\n\t// - false:   Hide slide number\n\t//\n\t// Can optionally be set as a string that specifies the number formatting:\n\t// - \"h.v\":\t  Horizontal . vertical slide number (default)\n\t// - \"h/v\":\t  Horizontal / vertical slide number\n\t// - \"c\":\t  Flattened slide number\n\t// - \"c/t\":\t  Flattened slide number / total slides\n\t//\n\t// Alternatively, you can provide a function that returns the slide\n\t// number for the current slide. The function should take in a slide\n\t// object and return an array with one string [slideNumber] or\n\t// three strings [n1,delimiter,n2]. See #formatSlideNumber().\n\tslideNumber: false,\n\n\t// Can be used to limit the contexts in which the slide number appears\n\t// - \"all\":      Always show the slide number\n\t// - \"print\":    Only when printing to PDF\n\t// - \"speaker\":  Only in the speaker view\n\tshowSlideNumber: 'all',\n\n\t// Use 1 based indexing for # links to match slide number (default is zero\n\t// based)\n\thashOneBasedIndex: false,\n\n\t// Add the current slide number to the URL hash so that reloading the\n\t// page/copying the URL will return you to the same slide\n\thash: false,\n\n\t// Flags if we should monitor the hash and change slides accordingly\n\trespondToHashChanges: true,\n\n\t// Enable support for jump-to-slide navigation shortcuts\n\tjumpToSlide: true,\n\n\t// Push each slide change to the browser history.  Implies `hash: true`\n\thistory: false,\n\n\t// Enable keyboard shortcuts for navigation\n\tkeyboard: true,\n\n\t// Optional function that blocks keyboard events when retuning false\n\t//\n\t// If you set this to 'focused', we will only capture keyboard events\n\t// for embedded decks when they are in focus\n\tkeyboardCondition: null,\n\n\t// Disables the default reveal.js slide layout (scaling and centering)\n\t// so that you can use custom CSS layout\n\tdisableLayout: false,\n\n\t// Enable the slide overview mode\n\toverview: true,\n\n\t// Vertical centering of slides\n\tcenter: true,\n\n\t// Enables touch navigation on devices with touch input\n\ttouch: true,\n\n\t// Loop the presentation\n\tloop: false,\n\n\t// Change the presentation direction to be RTL\n\trtl: false,\n\n\t// Changes the behavior of our navigation directions.\n\t//\n\t// \"default\"\n\t// Left/right arrow keys step between horizontal slides, up/down\n\t// arrow keys step between vertical slides. Space key steps through\n\t// all slides (both horizontal and vertical).\n\t//\n\t// \"linear\"\n\t// Removes the up/down arrows. Left/right arrows step through all\n\t// slides (both horizontal and vertical).\n\t//\n\t// \"grid\"\n\t// When this is enabled, stepping left/right from a vertical stack\n\t// to an adjacent vertical stack will land you at the same vertical\n\t// index.\n\t//\n\t// Consider a deck with six slides ordered in two vertical stacks:\n\t// 1.1    2.1\n\t// 1.2    2.2\n\t// 1.3    2.3\n\t//\n\t// If you're on slide 1.3 and navigate right, you will normally move\n\t// from 1.3 -> 2.1. If \"grid\" is used, the same navigation takes you\n\t// from 1.3 -> 2.3.\n\tnavigationMode: 'default',\n\n\t// Randomizes the order of slides each time the presentation loads\n\tshuffle: false,\n\n\t// Turns fragments on and off globally\n\tfragments: true,\n\n\t// Flags whether to include the current fragment in the URL,\n\t// so that reloading brings you to the same fragment position\n\tfragmentInURL: true,\n\n\t// Flags if the presentation is running in an embedded mode,\n\t// i.e. contained within a limited portion of the screen\n\tembedded: false,\n\n\t// Flags if we should show a help overlay when the question-mark\n\t// key is pressed\n\thelp: true,\n\n\t// Flags if it should be possible to pause the presentation (blackout)\n\tpause: true,\n\n\t// Flags if speaker notes should be visible to all viewers\n\tshowNotes: false,\n\n\t// Flags if slides with data-visibility=\"hidden\" should be kep visible\n\tshowHiddenSlides: false,\n\n\t// Global override for autoplaying embedded media (video/audio/iframe)\n\t// - null:   Media will only autoplay if data-autoplay is present\n\t// - true:   All media will autoplay, regardless of individual setting\n\t// - false:  No media will autoplay, regardless of individual setting\n\tautoPlayMedia: null,\n\n\t// Global override for preloading lazy-loaded iframes\n\t// - null:   Iframes with data-src AND data-preload will be loaded when within\n\t//           the viewDistance, iframes with only data-src will be loaded when visible\n\t// - true:   All iframes with data-src will be loaded when within the viewDistance\n\t// - false:  All iframes with data-src will be loaded only when visible\n\tpreloadIframes: null,\n\n\t// Can be used to globally disable auto-animation\n\tautoAnimate: true,\n\n\t// Optionally provide a custom element matcher that will be\n\t// used to dictate which elements we can animate between.\n\tautoAnimateMatcher: null,\n\n\t// Default settings for our auto-animate transitions, can be\n\t// overridden per-slide or per-element via data arguments\n\tautoAnimateEasing: 'ease',\n\tautoAnimateDuration: 1.0,\n\tautoAnimateUnmatched: true,\n\n\t// CSS properties that can be auto-animated. Position & scale\n\t// is matched separately so there's no need to include styles\n\t// like top/right/bottom/left, width/height or margin.\n\tautoAnimateStyles: [\n\t\t'opacity',\n\t\t'color',\n\t\t'background-color',\n\t\t'padding',\n\t\t'font-size',\n\t\t'line-height',\n\t\t'letter-spacing',\n\t\t'border-width',\n\t\t'border-color',\n\t\t'border-radius',\n\t\t'outline',\n\t\t'outline-offset'\n\t],\n\n\t// Controls automatic progression to the next slide\n\t// - 0:      Auto-sliding only happens if the data-autoslide HTML attribute\n\t//           is present on the current slide or fragment\n\t// - 1+:     All slides will progress automatically at the given interval\n\t// - false:  No auto-sliding, even if data-autoslide is present\n\tautoSlide: 0,\n\n\t// Stop auto-sliding after user input\n\tautoSlideStoppable: true,\n\n\t// Use this method for navigation when auto-sliding (defaults to navigateNext)\n\tautoSlideMethod: null,\n\n\t// Specify the average time in seconds that you think you will spend\n\t// presenting each slide. This is used to show a pacing timer in the\n\t// speaker view\n\tdefaultTiming: null,\n\n\t// Enable slide navigation via mouse wheel\n\tmouseWheel: false,\n\n\t// Opens links in an iframe preview overlay\n\t// Add `data-preview-link` and `data-preview-link=\"false\"` to customise each link\n\t// individually\n\tpreviewLinks: false,\n\n\t// Exposes the reveal.js API through window.postMessage\n\tpostMessage: true,\n\n\t// Dispatches all reveal.js events to the parent window through postMessage\n\tpostMessageEvents: false,\n\n\t// Focuses body when page changes visibility to ensure keyboard shortcuts work\n\tfocusBodyOnPageVisibilityChange: true,\n\n\t// Transition style\n\ttransition: 'slide', // none/fade/slide/convex/concave/zoom\n\n\t// Transition speed\n\ttransitionSpeed: 'default', // default/fast/slow\n\n\t// Transition style for full page slide backgrounds\n\tbackgroundTransition: 'fade', // none/fade/slide/convex/concave/zoom\n\n\t// Parallax background image\n\tparallaxBackgroundImage: '', // CSS syntax, e.g. \"a.jpg\"\n\n\t// Parallax background size\n\tparallaxBackgroundSize: '', // CSS syntax, e.g. \"3000px 2000px\"\n\n\t// Parallax background repeat\n\tparallaxBackgroundRepeat: '', // repeat/repeat-x/repeat-y/no-repeat/initial/inherit\n\n\t// Parallax background position\n\tparallaxBackgroundPosition: '', // CSS syntax, e.g. \"top left\"\n\n\t// Amount of pixels to move the parallax background per slide step\n\tparallaxBackgroundHorizontal: null,\n\tparallaxBackgroundVertical: null,\n\n\t// Can be used to initialize reveal.js in one of the following views:\n\t// - print:   Render the presentation so that it can be printed to PDF\n\t// - scroll:  Show the presentation as a tall scrollable page with scroll\n\t//            triggered animations\n\tview: null,\n\n\t// Adjusts the height of each slide in the scroll view.\n\t// - full:       Each slide is as tall as the viewport\n\t// - compact:    Slides are as small as possible, allowing multiple slides\n\t//               to be visible in parallel on tall devices\n\tscrollLayout: 'full',\n\n\t// Control how scroll snapping works in the scroll view.\n\t// - false:   \tNo snapping, scrolling is continuous\n\t// - proximity:  Snap when close to a slide\n\t// - mandatory:  Always snap to the closest slide\n\t//\n\t// Only applies to presentations in scroll view.\n\tscrollSnap: 'mandatory',\n\n\t// Enables and configure the scroll view progress bar.\n\t// - 'auto':    Show the scrollbar while scrolling, hide while idle\n\t// - true:      Always show the scrollbar\n\t// - false:     Never show the scrollbar\n\tscrollProgress: 'auto',\n\n\t// Automatically activate the scroll view when we the viewport falls\n\t// below the given width.\n\tscrollActivationWidth: 435,\n\n\t// The maximum number of pages a single slide can expand onto when printing\n\t// to PDF, unlimited by default\n\tpdfMaxPagesPerSlide: Number.POSITIVE_INFINITY,\n\n\t// Prints each fragment on a separate slide\n\tpdfSeparateFragments: true,\n\n\t// Offset used to reduce the height of content within exported PDF pages.\n\t// This exists to account for environment differences based on how you\n\t// print to PDF. CLI printing options, like phantomjs and wkpdf, can end\n\t// on precisely the total height of the document whereas in-browser\n\t// printing has to end one pixel before.\n\tpdfPageHeightOffset: -1,\n\n\t// Number of slides away from the current that are visible\n\tviewDistance: 3,\n\n\t// Number of slides away from the current that are visible on mobile\n\t// devices. It is advisable to set this to a lower number than\n\t// viewDistance in order to save resources.\n\tmobileViewDistance: 2,\n\n\t// The display mode that will be used to show slides\n\tdisplay: 'block',\n\n\t// Hide cursor if inactive\n\thideInactiveCursor: true,\n\n\t// Time before the cursor is hidden (in ms)\n\thideCursorTime: 5000,\n\n\t// Should we automatically sort and set indices for fragments\n\t// at each sync? (See Reveal.sync)\n\tsortFragmentsOnSync: true,\n\n\t// Script dependencies to load\n\tdependencies: [],\n\n\t// Plugin objects to register and use for this presentation\n\tplugins: []\n\n}","import SlideContent from './controllers/slidecontent.js'\nimport SlideNumber from './controllers/slidenumber.js'\nimport JumpToSlide from './controllers/jumptoslide.js'\nimport Backgrounds from './controllers/backgrounds.js'\nimport AutoAnimate from './controllers/autoanimate.js'\nimport ScrollView from './controllers/scrollview.js'\nimport PrintView from './controllers/printview.js'\nimport Fragments from './controllers/fragments.js'\nimport Overview from './controllers/overview.js'\nimport Keyboard from './controllers/keyboard.js'\nimport Location from './controllers/location.js'\nimport Controls from './controllers/controls.js'\nimport Progress from './controllers/progress.js'\nimport Pointer from './controllers/pointer.js'\nimport Plugins from './controllers/plugins.js'\nimport Touch from './controllers/touch.js'\nimport Focus from './controllers/focus.js'\nimport Notes from './controllers/notes.js'\nimport Playback from './components/playback.js'\nimport defaultConfig from './config.js'\nimport * as Util from './utils/util.js'\nimport * as Device from './utils/device.js'\nimport {\n\tSLIDES_SELECTOR,\n\tHORIZONTAL_SLIDES_SELECTOR,\n\tVERTICAL_SLIDES_SELECTOR,\n\tPOST_MESSAGE_METHOD_BLACKLIST\n} from './utils/constants.js'\n\n// The reveal.js version\nexport const VERSION = '5.1.0';\n\n/**\n * reveal.js\n * https://revealjs.com\n * MIT licensed\n *\n * Copyright (C) 2011-2022 Hakim El Hattab, https://hakim.se\n */\nexport default function( revealElement, options ) {\n\n\t// Support initialization with no args, one arg\n\t// [options] or two args [revealElement, options]\n\tif( arguments.length < 2 ) {\n\t\toptions = arguments[0];\n\t\trevealElement = document.querySelector( '.reveal' );\n\t}\n\n\tconst Reveal = {};\n\n\t// Configuration defaults, can be overridden at initialization time\n\tlet config = {},\n\n\t\t// Flags if initialize() has been invoked for this reveal instance\n\t\tinitialized = false,\n\n\t\t// Flags if reveal.js is loaded (has dispatched the 'ready' event)\n\t\tready = false,\n\n\t\t// The horizontal and vertical index of the currently active slide\n\t\tindexh,\n\t\tindexv,\n\n\t\t// The previous and current slide HTML elements\n\t\tpreviousSlide,\n\t\tcurrentSlide,\n\n\t\t// Remember which directions that the user has navigated towards\n\t\tnavigationHistory = {\n\t\t\thasNavigatedHorizontally: false,\n\t\t\thasNavigatedVertically: false\n\t\t},\n\n\t\t// Slides may have a data-state attribute which we pick up and apply\n\t\t// as a class to the body. This list contains the combined state of\n\t\t// all current slides.\n\t\tstate = [],\n\n\t\t// The current scale of the presentation (see width/height config)\n\t\tscale = 1,\n\n\t\t// CSS transform that is currently applied to the slides container,\n\t\t// split into two groups\n\t\tslidesTransform = { layout: '', overview: '' },\n\n\t\t// Cached references to DOM elements\n\t\tdom = {},\n\n\t\t// Flags if the interaction event listeners are bound\n\t\teventsAreBound = false,\n\n\t\t// The current slide transition state; idle or running\n\t\ttransition = 'idle',\n\n\t\t// The current auto-slide duration\n\t\tautoSlide = 0,\n\n\t\t// Auto slide properties\n\t\tautoSlidePlayer,\n\t\tautoSlideTimeout = 0,\n\t\tautoSlideStartTime = -1,\n\t\tautoSlidePaused = false,\n\n\t\t// Controllers for different aspects of our presentation. They're\n\t\t// all given direct references to this Reveal instance since there\n\t\t// may be multiple presentations running in parallel.\n\t\tslideContent = new SlideContent( Reveal ),\n\t\tslideNumber = new SlideNumber( Reveal ),\n\t\tjumpToSlide = new JumpToSlide( Reveal ),\n\t\tautoAnimate = new AutoAnimate( Reveal ),\n\t\tbackgrounds = new Backgrounds( Reveal ),\n\t\tscrollView = new ScrollView( Reveal ),\n\t\tprintView = new PrintView( Reveal ),\n\t\tfragments = new Fragments( Reveal ),\n\t\toverview = new Overview( Reveal ),\n\t\tkeyboard = new Keyboard( Reveal ),\n\t\tlocation = new Location( Reveal ),\n\t\tcontrols = new Controls( Reveal ),\n\t\tprogress = new Progress( Reveal ),\n\t\tpointer = new Pointer( Reveal ),\n\t\tplugins = new Plugins( Reveal ),\n\t\tfocus = new Focus( Reveal ),\n\t\ttouch = new Touch( Reveal ),\n\t\tnotes = new Notes( Reveal );\n\n\t/**\n\t * Starts up the presentation.\n\t */\n\tfunction initialize( initOptions ) {\n\n\t\tif( !revealElement ) throw 'Unable to find presentation root (<div class=\"reveal\">).';\n\n\t\tinitialized = true;\n\n\t\t// Cache references to key DOM elements\n\t\tdom.wrapper = revealElement;\n\t\tdom.slides = revealElement.querySelector( '.slides' );\n\n\t\tif( !dom.slides ) throw 'Unable to find slides container (<div class=\"slides\">).';\n\n\t\t// Compose our config object in order of increasing precedence:\n\t\t// 1. Default reveal.js options\n\t\t// 2. Options provided via Reveal.configure() prior to\n\t\t//    initialization\n\t\t// 3. Options passed to the Reveal constructor\n\t\t// 4. Options passed to Reveal.initialize\n\t\t// 5. Query params\n\t\tconfig = { ...defaultConfig, ...config, ...options, ...initOptions, ...Util.getQueryHash() };\n\n\t\t// Legacy support for the ?print-pdf query\n\t\tif( /print-pdf/gi.test( window.location.search ) ) {\n\t\t\tconfig.view = 'print';\n\t\t}\n\n\t\tsetViewport();\n\n\t\t// Force a layout when the whole page, incl fonts, has loaded\n\t\twindow.addEventListener( 'load', layout, false );\n\n\t\t// Register plugins and load dependencies, then move on to #start()\n\t\tplugins.load( config.plugins, config.dependencies ).then( start );\n\n\t\treturn new Promise( resolve => Reveal.on( 'ready', resolve ) );\n\n\t}\n\n\t/**\n\t * Encase the presentation in a reveal.js viewport. The\n\t * extent of the viewport differs based on configuration.\n\t */\n\tfunction setViewport() {\n\n\t\t// Embedded decks use the reveal element as their viewport\n\t\tif( config.embedded === true ) {\n\t\t\tdom.viewport = Util.closest( revealElement, '.reveal-viewport' ) || revealElement;\n\t\t}\n\t\t// Full-page decks use the body as their viewport\n\t\telse {\n\t\t\tdom.viewport = document.body;\n\t\t\tdocument.documentElement.classList.add( 'reveal-full-page' );\n\t\t}\n\n\t\tdom.viewport.classList.add( 'reveal-viewport' );\n\n\t}\n\n\t/**\n\t * Starts up reveal.js by binding input events and navigating\n\t * to the current URL deeplink if there is one.\n\t */\n\tfunction start() {\n\n\t\tready = true;\n\n\t\t// Remove slides hidden with data-visibility\n\t\tremoveHiddenSlides();\n\n\t\t// Make sure we've got all the DOM elements we need\n\t\tsetupDOM();\n\n\t\t// Listen to messages posted to this window\n\t\tsetupPostMessage();\n\n\t\t// Prevent the slides from being scrolled out of view\n\t\tsetupScrollPrevention();\n\n\t\t// Adds bindings for fullscreen mode\n\t\tsetupFullscreen();\n\n\t\t// Resets all vertical slides so that only the first is visible\n\t\tresetVerticalSlides();\n\n\t\t// Updates the presentation to match the current configuration values\n\t\tconfigure();\n\n\t\t// Create slide backgrounds\n\t\tbackgrounds.update( true );\n\n\t\t// Activate the print/scroll view if configured\n\t\tactivateInitialView();\n\n\t\t// Read the initial hash\n\t\tlocation.readURL();\n\n\t\t// Notify listeners that the presentation is ready but use a 1ms\n\t\t// timeout to ensure it's not fired synchronously after #initialize()\n\t\tsetTimeout( () => {\n\t\t\t// Enable transitions now that we're loaded\n\t\t\tdom.slides.classList.remove( 'no-transition' );\n\n\t\t\tdom.wrapper.classList.add( 'ready' );\n\n\t\t\tdispatchEvent({\n\t\t\t\ttype: 'ready',\n\t\t\t\tdata: {\n\t\t\t\t\tindexh,\n\t\t\t\t\tindexv,\n\t\t\t\t\tcurrentSlide\n\t\t\t\t}\n\t\t\t});\n\t\t}, 1 );\n\n\t}\n\n\t/**\n\t * Activates the correct reveal.js view based on our config.\n\t * This is only invoked once during initialization.\n\t */\n\tfunction activateInitialView() {\n\n\t\tconst activatePrintView = config.view === 'print';\n\t\tconst activateScrollView = config.view === 'scroll' || config.view === 'reader';\n\n\t\tif( activatePrintView || activateScrollView ) {\n\n\t\t\tif( activatePrintView ) {\n\t\t\t\tremoveEventListeners();\n\t\t\t}\n\t\t\telse {\n\t\t\t\ttouch.unbind();\n\t\t\t}\n\n\t\t\t// Avoid content flickering during layout\n\t\t\tdom.viewport.classList.add( 'loading-scroll-mode' );\n\n\t\t\tif( activatePrintView ) {\n\t\t\t\t// The document needs to have loaded for the PDF layout\n\t\t\t\t// measurements to be accurate\n\t\t\t\tif( document.readyState === 'complete' ) {\n\t\t\t\t\tprintView.activate();\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\twindow.addEventListener( 'load', () => printView.activate() );\n\t\t\t\t}\n\t\t\t}\n\t\t\telse {\n\t\t\t\tscrollView.activate();\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Removes all slides with data-visibility=\"hidden\". This\n\t * is done right before the rest of the presentation is\n\t * initialized.\n\t *\n\t * If you want to show all hidden slides, initialize\n\t * reveal.js with showHiddenSlides set to true.\n\t */\n\tfunction removeHiddenSlides() {\n\n\t\tif( !config.showHiddenSlides ) {\n\t\t\tUtil.queryAll( dom.wrapper, 'section[data-visibility=\"hidden\"]' ).forEach( slide => {\n\t\t\t\tconst parent = slide.parentNode;\n\n\t\t\t\t// If this slide is part of a stack and that stack will be\n\t\t\t\t// empty after removing the hidden slide, remove the entire\n\t\t\t\t// stack\n\t\t\t\tif( parent.childElementCount === 1 && /section/i.test( parent.nodeName ) ) {\n\t\t\t\t\tparent.remove();\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tslide.remove();\n\t\t\t\t}\n\n\t\t\t} );\n\t\t}\n\n\t}\n\n\t/**\n\t * Finds and stores references to DOM elements which are\n\t * required by the presentation. If a required element is\n\t * not found, it is created.\n\t */\n\tfunction setupDOM() {\n\n\t\t// Prevent transitions while we're loading\n\t\tdom.slides.classList.add( 'no-transition' );\n\n\t\tif( Device.isMobile ) {\n\t\t\tdom.wrapper.classList.add( 'no-hover' );\n\t\t}\n\t\telse {\n\t\t\tdom.wrapper.classList.remove( 'no-hover' );\n\t\t}\n\n\t\tbackgrounds.render();\n\t\tslideNumber.render();\n\t\tjumpToSlide.render();\n\t\tcontrols.render();\n\t\tprogress.render();\n\t\tnotes.render();\n\n\t\t// Overlay graphic which is displayed during the paused mode\n\t\tdom.pauseOverlay = Util.createSingletonNode( dom.wrapper, 'div', 'pause-overlay', config.controls ? '<button class=\"resume-button\">Resume presentation</button>' : null );\n\n\t\tdom.statusElement = createStatusElement();\n\n\t\tdom.wrapper.setAttribute( 'role', 'application' );\n\t}\n\n\t/**\n\t * Creates a hidden div with role aria-live to announce the\n\t * current slide content. Hide the div off-screen to make it\n\t * available only to Assistive Technologies.\n\t *\n\t * @return {HTMLElement}\n\t */\n\tfunction createStatusElement() {\n\n\t\tlet statusElement = dom.wrapper.querySelector( '.aria-status' );\n\t\tif( !statusElement ) {\n\t\t\tstatusElement = document.createElement( 'div' );\n\t\t\tstatusElement.style.position = 'absolute';\n\t\t\tstatusElement.style.height = '1px';\n\t\t\tstatusElement.style.width = '1px';\n\t\t\tstatusElement.style.overflow = 'hidden';\n\t\t\tstatusElement.style.clip = 'rect( 1px, 1px, 1px, 1px )';\n\t\t\tstatusElement.classList.add( 'aria-status' );\n\t\t\tstatusElement.setAttribute( 'aria-live', 'polite' );\n\t\t\tstatusElement.setAttribute( 'aria-atomic','true' );\n\t\t\tdom.wrapper.appendChild( statusElement );\n\t\t}\n\t\treturn statusElement;\n\n\t}\n\n\t/**\n\t * Announces the given text to screen readers.\n\t */\n\tfunction announceStatus( value ) {\n\n\t\tdom.statusElement.textContent = value;\n\n\t}\n\n\t/**\n\t * Converts the given HTML element into a string of text\n\t * that can be announced to a screen reader. Hidden\n\t * elements are excluded.\n\t */\n\tfunction getStatusText( node ) {\n\n\t\tlet text = '';\n\n\t\t// Text node\n\t\tif( node.nodeType === 3 ) {\n\t\t\ttext += node.textContent;\n\t\t}\n\t\t// Element node\n\t\telse if( node.nodeType === 1 ) {\n\n\t\t\tlet isAriaHidden = node.getAttribute( 'aria-hidden' );\n\t\t\tlet isDisplayHidden = window.getComputedStyle( node )['display'] === 'none';\n\t\t\tif( isAriaHidden !== 'true' && !isDisplayHidden ) {\n\n\t\t\t\tArray.from( node.childNodes ).forEach( child => {\n\t\t\t\t\ttext += getStatusText( child );\n\t\t\t\t} );\n\n\t\t\t}\n\n\t\t}\n\n\t\ttext = text.trim();\n\n\t\treturn text === '' ? '' : text + ' ';\n\n\t}\n\n\t/**\n\t * This is an unfortunate necessity. Some actions – such as\n\t * an input field being focused in an iframe or using the\n\t * keyboard to expand text selection beyond the bounds of\n\t * a slide – can trigger our content to be pushed out of view.\n\t * This scrolling can not be prevented by hiding overflow in\n\t * CSS (we already do) so we have to resort to repeatedly\n\t * checking if the slides have been offset :(\n\t */\n\tfunction setupScrollPrevention() {\n\n\t\tsetInterval( () => {\n\t\t\tif( !scrollView.isActive() && dom.wrapper.scrollTop !== 0 || dom.wrapper.scrollLeft !== 0 ) {\n\t\t\t\tdom.wrapper.scrollTop = 0;\n\t\t\t\tdom.wrapper.scrollLeft = 0;\n\t\t\t}\n\t\t}, 1000 );\n\n\t}\n\n\t/**\n\t * After entering fullscreen we need to force a layout to\n\t * get our presentations to scale correctly. This behavior\n\t * is inconsistent across browsers but a force layout seems\n\t * to normalize it.\n\t */\n\tfunction setupFullscreen() {\n\n\t\tdocument.addEventListener( 'fullscreenchange', onFullscreenChange );\n\t\tdocument.addEventListener( 'webkitfullscreenchange', onFullscreenChange );\n\n\t}\n\n\t/**\n\t * Registers a listener to postMessage events, this makes it\n\t * possible to call all reveal.js API methods from another\n\t * window. For example:\n\t *\n\t * revealWindow.postMessage( JSON.stringify({\n\t *   method: 'slide',\n\t *   args: [ 2 ]\n\t * }), '*' );\n\t */\n\tfunction setupPostMessage() {\n\n\t\tif( config.postMessage ) {\n\t\t\twindow.addEventListener( 'message', onPostMessage, false );\n\t\t}\n\n\t}\n\n\t/**\n\t * Applies the configuration settings from the config\n\t * object. May be called multiple times.\n\t *\n\t * @param {object} options\n\t */\n\tfunction configure( options ) {\n\n\t\tconst oldConfig = { ...config }\n\n\t\t// New config options may be passed when this method\n\t\t// is invoked through the API after initialization\n\t\tif( typeof options === 'object' ) Util.extend( config, options );\n\n\t\t// Abort if reveal.js hasn't finished loading, config\n\t\t// changes will be applied automatically once ready\n\t\tif( Reveal.isReady() ===  false ) return;\n\n\t\tconst numberOfSlides = dom.wrapper.querySelectorAll( SLIDES_SELECTOR ).length;\n\n\t\t// The transition is added as a class on the .reveal element\n\t\tdom.wrapper.classList.remove( oldConfig.transition );\n\t\tdom.wrapper.classList.add( config.transition );\n\n\t\tdom.wrapper.setAttribute( 'data-transition-speed', config.transitionSpeed );\n\t\tdom.wrapper.setAttribute( 'data-background-transition', config.backgroundTransition );\n\n\t\t// Expose our configured slide dimensions as custom props\n\t\tdom.viewport.style.setProperty( '--slide-width', typeof config.width === 'string' ? config.width :  config.width + 'px' );\n\t\tdom.viewport.style.setProperty( '--slide-height', typeof config.height === 'string' ? config.height :  config.height + 'px' );\n\n\t\tif( config.shuffle ) {\n\t\t\tshuffle();\n\t\t}\n\n\t\tUtil.toggleClass( dom.wrapper, 'embedded', config.embedded );\n\t\tUtil.toggleClass( dom.wrapper, 'rtl', config.rtl );\n\t\tUtil.toggleClass( dom.wrapper, 'center', config.center );\n\n\t\t// Exit the paused mode if it was configured off\n\t\tif( config.pause === false ) {\n\t\t\tresume();\n\t\t}\n\n\t\t// Iframe link previews\n\t\tif( config.previewLinks ) {\n\t\t\tenablePreviewLinks();\n\t\t\tdisablePreviewLinks( '[data-preview-link=false]' );\n\t\t}\n\t\telse {\n\t\t\tdisablePreviewLinks();\n\t\t\tenablePreviewLinks( '[data-preview-link]:not([data-preview-link=false])' );\n\t\t}\n\n\t\t// Reset all changes made by auto-animations\n\t\tautoAnimate.reset();\n\n\t\t// Remove existing auto-slide controls\n\t\tif( autoSlidePlayer ) {\n\t\t\tautoSlidePlayer.destroy();\n\t\t\tautoSlidePlayer = null;\n\t\t}\n\n\t\t// Generate auto-slide controls if needed\n\t\tif( numberOfSlides > 1 && config.autoSlide && config.autoSlideStoppable ) {\n\t\t\tautoSlidePlayer = new Playback( dom.wrapper, () => {\n\t\t\t\treturn Math.min( Math.max( ( Date.now() - autoSlideStartTime ) / autoSlide, 0 ), 1 );\n\t\t\t} );\n\n\t\t\tautoSlidePlayer.on( 'click', onAutoSlidePlayerClick );\n\t\t\tautoSlidePaused = false;\n\t\t}\n\n\t\t// Add the navigation mode to the DOM so we can adjust styling\n\t\tif( config.navigationMode !== 'default' ) {\n\t\t\tdom.wrapper.setAttribute( 'data-navigation-mode', config.navigationMode );\n\t\t}\n\t\telse {\n\t\t\tdom.wrapper.removeAttribute( 'data-navigation-mode' );\n\t\t}\n\n\t\tnotes.configure( config, oldConfig );\n\t\tfocus.configure( config, oldConfig );\n\t\tpointer.configure( config, oldConfig );\n\t\tcontrols.configure( config, oldConfig );\n\t\tprogress.configure( config, oldConfig );\n\t\tkeyboard.configure( config, oldConfig );\n\t\tfragments.configure( config, oldConfig );\n\t\tslideNumber.configure( config, oldConfig );\n\n\t\tsync();\n\n\t}\n\n\t/**\n\t * Binds all event listeners.\n\t */\n\tfunction addEventListeners() {\n\n\t\teventsAreBound = true;\n\n\t\twindow.addEventListener( 'resize', onWindowResize, false );\n\n\t\tif( config.touch ) touch.bind();\n\t\tif( config.keyboard ) keyboard.bind();\n\t\tif( config.progress ) progress.bind();\n\t\tif( config.respondToHashChanges ) location.bind();\n\t\tcontrols.bind();\n\t\tfocus.bind();\n\n\t\tdom.slides.addEventListener( 'click', onSlidesClicked, false );\n\t\tdom.slides.addEventListener( 'transitionend', onTransitionEnd, false );\n\t\tdom.pauseOverlay.addEventListener( 'click', resume, false );\n\n\t\tif( config.focusBodyOnPageVisibilityChange ) {\n\t\t\tdocument.addEventListener( 'visibilitychange', onPageVisibilityChange, false );\n\t\t}\n\n\t}\n\n\t/**\n\t * Unbinds all event listeners.\n\t */\n\tfunction removeEventListeners() {\n\n\t\teventsAreBound = false;\n\n\t\ttouch.unbind();\n\t\tfocus.unbind();\n\t\tkeyboard.unbind();\n\t\tcontrols.unbind();\n\t\tprogress.unbind();\n\t\tlocation.unbind();\n\n\t\twindow.removeEventListener( 'resize', onWindowResize, false );\n\n\t\tdom.slides.removeEventListener( 'click', onSlidesClicked, false );\n\t\tdom.slides.removeEventListener( 'transitionend', onTransitionEnd, false );\n\t\tdom.pauseOverlay.removeEventListener( 'click', resume, false );\n\n\t}\n\n\t/**\n\t * Uninitializes reveal.js by undoing changes made to the\n\t * DOM and removing all event listeners.\n\t */\n\tfunction destroy() {\n\n\t\t// There's nothing to destroy if this instance hasn't been\n\t\t// initialized yet\n\t\tif( initialized === false ) return;\n\n\t\tremoveEventListeners();\n\t\tcancelAutoSlide();\n\t\tdisablePreviewLinks();\n\n\t\t// Destroy controllers\n\t\tnotes.destroy();\n\t\tfocus.destroy();\n\t\tplugins.destroy();\n\t\tpointer.destroy();\n\t\tcontrols.destroy();\n\t\tprogress.destroy();\n\t\tbackgrounds.destroy();\n\t\tslideNumber.destroy();\n\t\tjumpToSlide.destroy();\n\n\t\t// Remove event listeners\n\t\tdocument.removeEventListener( 'fullscreenchange', onFullscreenChange );\n\t\tdocument.removeEventListener( 'webkitfullscreenchange', onFullscreenChange );\n\t\tdocument.removeEventListener( 'visibilitychange', onPageVisibilityChange, false );\n\t\twindow.removeEventListener( 'message', onPostMessage, false );\n\t\twindow.removeEventListener( 'load', layout, false );\n\n\t\t// Undo DOM changes\n\t\tif( dom.pauseOverlay ) dom.pauseOverlay.remove();\n\t\tif( dom.statusElement ) dom.statusElement.remove();\n\n\t\tdocument.documentElement.classList.remove( 'reveal-full-page' );\n\n\t\tdom.wrapper.classList.remove( 'ready', 'center', 'has-horizontal-slides', 'has-vertical-slides' );\n\t\tdom.wrapper.removeAttribute( 'data-transition-speed' );\n\t\tdom.wrapper.removeAttribute( 'data-background-transition' );\n\n\t\tdom.viewport.classList.remove( 'reveal-viewport' );\n\t\tdom.viewport.style.removeProperty( '--slide-width' );\n\t\tdom.viewport.style.removeProperty( '--slide-height' );\n\n\t\tdom.slides.style.removeProperty( 'width' );\n\t\tdom.slides.style.removeProperty( 'height' );\n\t\tdom.slides.style.removeProperty( 'zoom' );\n\t\tdom.slides.style.removeProperty( 'left' );\n\t\tdom.slides.style.removeProperty( 'top' );\n\t\tdom.slides.style.removeProperty( 'bottom' );\n\t\tdom.slides.style.removeProperty( 'right' );\n\t\tdom.slides.style.removeProperty( 'transform' );\n\n\t\tArray.from( dom.wrapper.querySelectorAll( SLIDES_SELECTOR ) ).forEach( slide => {\n\t\t\tslide.style.removeProperty( 'display' );\n\t\t\tslide.style.removeProperty( 'top' );\n\t\t\tslide.removeAttribute( 'hidden' );\n\t\t\tslide.removeAttribute( 'aria-hidden' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Adds a listener to one of our custom reveal.js events,\n\t * like slidechanged.\n\t */\n\tfunction on( type, listener, useCapture ) {\n\n\t\trevealElement.addEventListener( type, listener, useCapture );\n\n\t}\n\n\t/**\n\t * Unsubscribes from a reveal.js event.\n\t */\n\tfunction off( type, listener, useCapture ) {\n\n\t\trevealElement.removeEventListener( type, listener, useCapture );\n\n\t}\n\n\t/**\n\t * Applies CSS transforms to the slides container. The container\n\t * is transformed from two separate sources: layout and the overview\n\t * mode.\n\t *\n\t * @param {object} transforms\n\t */\n\tfunction transformSlides( transforms ) {\n\n\t\t// Pick up new transforms from arguments\n\t\tif( typeof transforms.layout === 'string' ) slidesTransform.layout = transforms.layout;\n\t\tif( typeof transforms.overview === 'string' ) slidesTransform.overview = transforms.overview;\n\n\t\t// Apply the transforms to the slides container\n\t\tif( slidesTransform.layout ) {\n\t\t\tUtil.transformElement( dom.slides, slidesTransform.layout + ' ' + slidesTransform.overview );\n\t\t}\n\t\telse {\n\t\t\tUtil.transformElement( dom.slides, slidesTransform.overview );\n\t\t}\n\n\t}\n\n\t/**\n\t * Dispatches an event of the specified type from the\n\t * reveal DOM element.\n\t */\n\tfunction dispatchEvent({ target=dom.wrapper, type, data, bubbles=true }) {\n\n\t\tlet event = document.createEvent( 'HTMLEvents', 1, 2 );\n\t\tevent.initEvent( type, bubbles, true );\n\t\tUtil.extend( event, data );\n\t\ttarget.dispatchEvent( event );\n\n\t\tif( target === dom.wrapper ) {\n\t\t\t// If we're in an iframe, post each reveal.js event to the\n\t\t\t// parent window. Used by the notes plugin\n\t\t\tdispatchPostMessage( type );\n\t\t}\n\n\t\treturn event;\n\n\t}\n\n\t/**\n\t * Dispatches a slidechanged event.\n\t *\n\t * @param {string} origin Used to identify multiplex clients\n\t */\n\tfunction dispatchSlideChanged( origin ) {\n\n\t\tdispatchEvent({\n\t\t\ttype: 'slidechanged',\n\t\t\tdata: {\n\t\t\t\tindexh,\n\t\t\t\tindexv,\n\t\t\t\tpreviousSlide,\n\t\t\t\tcurrentSlide,\n\t\t\t\torigin\n\t\t\t}\n\t\t});\n\n\t}\n\n\t/**\n\t * Dispatched a postMessage of the given type from our window.\n\t */\n\tfunction dispatchPostMessage( type, data ) {\n\n\t\tif( config.postMessageEvents && window.parent !== window.self ) {\n\t\t\tlet message = {\n\t\t\t\tnamespace: 'reveal',\n\t\t\t\teventName: type,\n\t\t\t\tstate: getState()\n\t\t\t};\n\n\t\t\tUtil.extend( message, data );\n\n\t\t\twindow.parent.postMessage( JSON.stringify( message ), '*' );\n\t\t}\n\n\t}\n\n\t/**\n\t * Bind preview frame links.\n\t *\n\t * @param {string} [selector=a] - selector for anchors\n\t */\n\tfunction enablePreviewLinks( selector = 'a' ) {\n\n\t\tArray.from( dom.wrapper.querySelectorAll( selector ) ).forEach( element => {\n\t\t\tif( /^(http|www)/gi.test( element.getAttribute( 'href' ) ) ) {\n\t\t\t\telement.addEventListener( 'click', onPreviewLinkClicked, false );\n\t\t\t}\n\t\t} );\n\n\t}\n\n\t/**\n\t * Unbind preview frame links.\n\t */\n\tfunction disablePreviewLinks( selector = 'a' ) {\n\n\t\tArray.from( dom.wrapper.querySelectorAll( selector ) ).forEach( element => {\n\t\t\tif( /^(http|www)/gi.test( element.getAttribute( 'href' ) ) ) {\n\t\t\t\telement.removeEventListener( 'click', onPreviewLinkClicked, false );\n\t\t\t}\n\t\t} );\n\n\t}\n\n\t/**\n\t * Opens a preview window for the target URL.\n\t *\n\t * @param {string} url - url for preview iframe src\n\t */\n\tfunction showPreview( url ) {\n\n\t\tcloseOverlay();\n\n\t\tdom.overlay = document.createElement( 'div' );\n\t\tdom.overlay.classList.add( 'overlay' );\n\t\tdom.overlay.classList.add( 'overlay-preview' );\n\t\tdom.wrapper.appendChild( dom.overlay );\n\n\t\tdom.overlay.innerHTML =\n\t\t\t`<header>\n\t\t\t\t<a class=\"close\" href=\"#\"><span class=\"icon\"></span></a>\n\t\t\t\t<a class=\"external\" href=\"${url}\" target=\"_blank\"><span class=\"icon\"></span></a>\n\t\t\t</header>\n\t\t\t<div class=\"spinner\"></div>\n\t\t\t<div class=\"viewport\">\n\t\t\t\t<iframe src=\"${url}\"></iframe>\n\t\t\t\t<small class=\"viewport-inner\">\n\t\t\t\t\t<span class=\"x-frame-error\">Unable to load iframe. This is likely due to the site's policy (x-frame-options).</span>\n\t\t\t\t</small>\n\t\t\t</div>`;\n\n\t\tdom.overlay.querySelector( 'iframe' ).addEventListener( 'load', event => {\n\t\t\tdom.overlay.classList.add( 'loaded' );\n\t\t}, false );\n\n\t\tdom.overlay.querySelector( '.close' ).addEventListener( 'click', event => {\n\t\t\tcloseOverlay();\n\t\t\tevent.preventDefault();\n\t\t}, false );\n\n\t\tdom.overlay.querySelector( '.external' ).addEventListener( 'click', event => {\n\t\t\tcloseOverlay();\n\t\t}, false );\n\n\t}\n\n\t/**\n\t * Open or close help overlay window.\n\t *\n\t * @param {Boolean} [override] Flag which overrides the\n\t * toggle logic and forcibly sets the desired state. True means\n\t * help is open, false means it's closed.\n\t */\n\tfunction toggleHelp( override ){\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? showHelp() : closeOverlay();\n\t\t}\n\t\telse {\n\t\t\tif( dom.overlay ) {\n\t\t\t\tcloseOverlay();\n\t\t\t}\n\t\t\telse {\n\t\t\t\tshowHelp();\n\t\t\t}\n\t\t}\n\t}\n\n\t/**\n\t * Opens an overlay window with help material.\n\t */\n\tfunction showHelp() {\n\n\t\tif( config.help ) {\n\n\t\t\tcloseOverlay();\n\n\t\t\tdom.overlay = document.createElement( 'div' );\n\t\t\tdom.overlay.classList.add( 'overlay' );\n\t\t\tdom.overlay.classList.add( 'overlay-help' );\n\t\t\tdom.wrapper.appendChild( dom.overlay );\n\n\t\t\tlet html = '<p class=\"title\">Keyboard Shortcuts</p><br/>';\n\n\t\t\tlet shortcuts = keyboard.getShortcuts(),\n\t\t\t\tbindings = keyboard.getBindings();\n\n\t\t\thtml += '<table><th>KEY</th><th>ACTION</th>';\n\t\t\tfor( let key in shortcuts ) {\n\t\t\t\thtml += `<tr><td>${key}</td><td>${shortcuts[ key ]}</td></tr>`;\n\t\t\t}\n\n\t\t\t// Add custom key bindings that have associated descriptions\n\t\t\tfor( let binding in bindings ) {\n\t\t\t\tif( bindings[binding].key && bindings[binding].description ) {\n\t\t\t\t\thtml += `<tr><td>${bindings[binding].key}</td><td>${bindings[binding].description}</td></tr>`;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\thtml += '</table>';\n\n\t\t\tdom.overlay.innerHTML = `\n\t\t\t\t<header>\n\t\t\t\t\t<a class=\"close\" href=\"#\"><span class=\"icon\"></span></a>\n\t\t\t\t</header>\n\t\t\t\t<div class=\"viewport\">\n\t\t\t\t\t<div class=\"viewport-inner\">${html}</div>\n\t\t\t\t</div>\n\t\t\t`;\n\n\t\t\tdom.overlay.querySelector( '.close' ).addEventListener( 'click', event => {\n\t\t\t\tcloseOverlay();\n\t\t\t\tevent.preventDefault();\n\t\t\t}, false );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Closes any currently open overlay.\n\t */\n\tfunction closeOverlay() {\n\n\t\tif( dom.overlay ) {\n\t\t\tdom.overlay.parentNode.removeChild( dom.overlay );\n\t\t\tdom.overlay = null;\n\t\t\treturn true;\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Applies JavaScript-controlled layout rules to the\n\t * presentation.\n\t */\n\tfunction layout() {\n\n\t\tif( dom.wrapper && !printView.isActive() ) {\n\n\t\t\tconst viewportWidth = dom.viewport.offsetWidth;\n\t\t\tconst viewportHeight = dom.viewport.offsetHeight;\n\n\t\t\tif( !config.disableLayout ) {\n\n\t\t\t\t// On some mobile devices '100vh' is taller than the visible\n\t\t\t\t// viewport which leads to part of the presentation being\n\t\t\t\t// cut off. To work around this we define our own '--vh' custom\n\t\t\t\t// property where 100x adds up to the correct height.\n\t\t\t\t//\n\t\t\t\t// https://css-tricks.com/the-trick-to-viewport-units-on-mobile/\n\t\t\t\tif( Device.isMobile && !config.embedded ) {\n\t\t\t\t\tdocument.documentElement.style.setProperty( '--vh', ( window.innerHeight * 0.01 ) + 'px' );\n\t\t\t\t}\n\n\t\t\t\tconst size = scrollView.isActive() ?\n\t\t\t\t\t\t\t getComputedSlideSize( viewportWidth, viewportHeight ) :\n\t\t\t\t\t\t\t getComputedSlideSize();\n\n\t\t\t\tconst oldScale = scale;\n\n\t\t\t\t// Layout the contents of the slides\n\t\t\t\tlayoutSlideContents( config.width, config.height );\n\n\t\t\t\tdom.slides.style.width = size.width + 'px';\n\t\t\t\tdom.slides.style.height = size.height + 'px';\n\n\t\t\t\t// Determine scale of content to fit within available space\n\t\t\t\tscale = Math.min( size.presentationWidth / size.width, size.presentationHeight / size.height );\n\n\t\t\t\t// Respect max/min scale settings\n\t\t\t\tscale = Math.max( scale, config.minScale );\n\t\t\t\tscale = Math.min( scale, config.maxScale );\n\n\t\t\t\t// Don't apply any scaling styles if scale is 1 or we're\n\t\t\t\t// in the scroll view\n\t\t\t\tif( scale === 1 || scrollView.isActive() ) {\n\t\t\t\t\tdom.slides.style.zoom = '';\n\t\t\t\t\tdom.slides.style.left = '';\n\t\t\t\t\tdom.slides.style.top = '';\n\t\t\t\t\tdom.slides.style.bottom = '';\n\t\t\t\t\tdom.slides.style.right = '';\n\t\t\t\t\ttransformSlides( { layout: '' } );\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tdom.slides.style.zoom = '';\n\t\t\t\t\tdom.slides.style.left = '50%';\n\t\t\t\t\tdom.slides.style.top = '50%';\n\t\t\t\t\tdom.slides.style.bottom = 'auto';\n\t\t\t\t\tdom.slides.style.right = 'auto';\n\t\t\t\t\ttransformSlides( { layout: 'translate(-50%, -50%) scale('+ scale +')' } );\n\t\t\t\t}\n\n\t\t\t\t// Select all slides, vertical and horizontal\n\t\t\t\tconst slides = Array.from( dom.wrapper.querySelectorAll( SLIDES_SELECTOR ) );\n\n\t\t\t\tfor( let i = 0, len = slides.length; i < len; i++ ) {\n\t\t\t\t\tconst slide = slides[ i ];\n\n\t\t\t\t\t// Don't bother updating invisible slides\n\t\t\t\t\tif( slide.style.display === 'none' ) {\n\t\t\t\t\t\tcontinue;\n\t\t\t\t\t}\n\n\t\t\t\t\tif( ( config.center || slide.classList.contains( 'center' ) ) ) {\n\t\t\t\t\t\t// Vertical stacks are not centred since their section\n\t\t\t\t\t\t// children will be\n\t\t\t\t\t\tif( slide.classList.contains( 'stack' ) ) {\n\t\t\t\t\t\t\tslide.style.top = 0;\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tslide.style.top = Math.max( ( size.height - slide.scrollHeight ) / 2, 0 ) + 'px';\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tslide.style.top = '';\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\tif( oldScale !== scale ) {\n\t\t\t\t\tdispatchEvent({\n\t\t\t\t\t\ttype: 'resize',\n\t\t\t\t\t\tdata: {\n\t\t\t\t\t\t\toldScale,\n\t\t\t\t\t\t\tscale,\n\t\t\t\t\t\t\tsize\n\t\t\t\t\t\t}\n\t\t\t\t\t});\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tcheckResponsiveScrollView();\n\n\t\t\tdom.viewport.style.setProperty( '--slide-scale', scale );\n\t\t\tdom.viewport.style.setProperty( '--viewport-width', viewportWidth + 'px' );\n\t\t\tdom.viewport.style.setProperty( '--viewport-height', viewportHeight + 'px' );\n\n\t\t\tscrollView.layout();\n\n\t\t\tprogress.update();\n\t\t\tbackgrounds.updateParallax();\n\n\t\t\tif( overview.isActive() ) {\n\t\t\t\toverview.update();\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Applies layout logic to the contents of all slides in\n\t * the presentation.\n\t *\n\t * @param {string|number} width\n\t * @param {string|number} height\n\t */\n\tfunction layoutSlideContents( width, height ) {\n\t\t// Handle sizing of elements with the 'r-stretch' class\n\t\tUtil.queryAll( dom.slides, 'section > .stretch, section > .r-stretch' ).forEach( element => {\n\n\t\t\t// Determine how much vertical space we can use\n\t\t\tlet remainingHeight = Util.getRemainingHeight( element, height );\n\n\t\t\t// Consider the aspect ratio of media elements\n\t\t\tif( /(img|video)/gi.test( element.nodeName ) ) {\n\t\t\t\tconst nw = element.naturalWidth || element.videoWidth,\n\t\t\t\t\t  nh = element.naturalHeight || element.videoHeight;\n\n\t\t\t\tconst es = Math.min( width / nw, remainingHeight / nh );\n\n\t\t\t\telement.style.width = ( nw * es ) + 'px';\n\t\t\t\telement.style.height = ( nh * es ) + 'px';\n\n\t\t\t}\n\t\t\telse {\n\t\t\t\telement.style.width = width + 'px';\n\t\t\t\telement.style.height = remainingHeight + 'px';\n\t\t\t}\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Responsively activates the scroll mode when we reach the configured\n\t * activation width.\n\t */\n\tfunction checkResponsiveScrollView() {\n\n\t\t// Only proceed if...\n\t\t// 1. The DOM is ready\n\t\t// 2. Layouts aren't disabled via config\n\t\t// 3. We're not currently printing\n\t\t// 4. There is a scrollActivationWidth set\n\t\t// 5. The deck isn't configured to always use the scroll view\n\t\tif(\n\t\t\tdom.wrapper &&\n\t\t\t!config.disableLayout &&\n\t\t\t!printView.isActive() &&\n\t\t\ttypeof config.scrollActivationWidth === 'number' &&\n\t\t\tconfig.view !== 'scroll'\n\t\t) {\n\t\t\tconst size = getComputedSlideSize();\n\n\t\t\tif( size.presentationWidth > 0 && size.presentationWidth <= config.scrollActivationWidth ) {\n\t\t\t\tif( !scrollView.isActive() ) {\n\t\t\t\t\tbackgrounds.create();\n\t\t\t\t\tscrollView.activate()\n\t\t\t\t};\n\t\t\t}\n\t\t\telse {\n\t\t\t\tif( scrollView.isActive() ) scrollView.deactivate();\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Calculates the computed pixel size of our slides. These\n\t * values are based on the width and height configuration\n\t * options.\n\t *\n\t * @param {number} [presentationWidth=dom.wrapper.offsetWidth]\n\t * @param {number} [presentationHeight=dom.wrapper.offsetHeight]\n\t */\n\tfunction getComputedSlideSize( presentationWidth, presentationHeight ) {\n\n\t\tlet width = config.width;\n\t\tlet height = config.height;\n\n\t\tif( config.disableLayout ) {\n\t\t\twidth = dom.slides.offsetWidth;\n\t\t\theight = dom.slides.offsetHeight;\n\t\t}\n\n\t\tconst size = {\n\t\t\t// Slide size\n\t\t\twidth: width,\n\t\t\theight: height,\n\n\t\t\t// Presentation size\n\t\t\tpresentationWidth: presentationWidth || dom.wrapper.offsetWidth,\n\t\t\tpresentationHeight: presentationHeight || dom.wrapper.offsetHeight\n\t\t};\n\n\t\t// Reduce available space by margin\n\t\tsize.presentationWidth -= ( size.presentationWidth * config.margin );\n\t\tsize.presentationHeight -= ( size.presentationHeight * config.margin );\n\n\t\t// Slide width may be a percentage of available width\n\t\tif( typeof size.width === 'string' && /%$/.test( size.width ) ) {\n\t\t\tsize.width = parseInt( size.width, 10 ) / 100 * size.presentationWidth;\n\t\t}\n\n\t\t// Slide height may be a percentage of available height\n\t\tif( typeof size.height === 'string' && /%$/.test( size.height ) ) {\n\t\t\tsize.height = parseInt( size.height, 10 ) / 100 * size.presentationHeight;\n\t\t}\n\n\t\treturn size;\n\n\t}\n\n\t/**\n\t * Stores the vertical index of a stack so that the same\n\t * vertical slide can be selected when navigating to and\n\t * from the stack.\n\t *\n\t * @param {HTMLElement} stack The vertical stack element\n\t * @param {string|number} [v=0] Index to memorize\n\t */\n\tfunction setPreviousVerticalIndex( stack, v ) {\n\n\t\tif( typeof stack === 'object' && typeof stack.setAttribute === 'function' ) {\n\t\t\tstack.setAttribute( 'data-previous-indexv', v || 0 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Retrieves the vertical index which was stored using\n\t * #setPreviousVerticalIndex() or 0 if no previous index\n\t * exists.\n\t *\n\t * @param {HTMLElement} stack The vertical stack element\n\t */\n\tfunction getPreviousVerticalIndex( stack ) {\n\n\t\tif( typeof stack === 'object' && typeof stack.setAttribute === 'function' && stack.classList.contains( 'stack' ) ) {\n\t\t\t// Prefer manually defined start-indexv\n\t\t\tconst attributeName = stack.hasAttribute( 'data-start-indexv' ) ? 'data-start-indexv' : 'data-previous-indexv';\n\n\t\t\treturn parseInt( stack.getAttribute( attributeName ) || 0, 10 );\n\t\t}\n\n\t\treturn 0;\n\n\t}\n\n\t/**\n\t * Checks if the current or specified slide is vertical\n\t * (nested within another slide).\n\t *\n\t * @param {HTMLElement} [slide=currentSlide] The slide to check\n\t * orientation of\n\t * @return {Boolean}\n\t */\n\tfunction isVerticalSlide( slide = currentSlide ) {\n\n\t\treturn slide && slide.parentNode && !!slide.parentNode.nodeName.match( /section/i );\n\n\t}\n\n\t/**\n\t * Checks if the current or specified slide is a stack containing\n\t * vertical slides.\n\t *\n\t * @param {HTMLElement} [slide=currentSlide]\n\t * @return {Boolean}\n\t */\n\tfunction isVerticalStack( slide = currentSlide ) {\n\n\t\treturn slide.classList.contains( '.stack' ) || slide.querySelector( 'section' ) !== null;\n\n\t}\n\n\t/**\n\t * Returns true if we're on the last slide in the current\n\t * vertical stack.\n\t */\n\tfunction isLastVerticalSlide() {\n\n\t\tif( currentSlide && isVerticalSlide( currentSlide ) ) {\n\t\t\t// Does this slide have a next sibling?\n\t\t\tif( currentSlide.nextElementSibling ) return false;\n\n\t\t\treturn true;\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Returns true if we're currently on the first slide in\n\t * the presentation.\n\t */\n\tfunction isFirstSlide() {\n\n\t\treturn indexh === 0 && indexv === 0;\n\n\t}\n\n\t/**\n\t * Returns true if we're currently on the last slide in\n\t * the presenation. If the last slide is a stack, we only\n\t * consider this the last slide if it's at the end of the\n\t * stack.\n\t */\n\tfunction isLastSlide() {\n\n\t\tif( currentSlide ) {\n\t\t\t// Does this slide have a next sibling?\n\t\t\tif( currentSlide.nextElementSibling ) return false;\n\n\t\t\t// If it's vertical, does its parent have a next sibling?\n\t\t\tif( isVerticalSlide( currentSlide ) && currentSlide.parentNode.nextElementSibling ) return false;\n\n\t\t\treturn true;\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Enters the paused mode which fades everything on screen to\n\t * black.\n\t */\n\tfunction pause() {\n\n\t\tif( config.pause ) {\n\t\t\tconst wasPaused = dom.wrapper.classList.contains( 'paused' );\n\n\t\t\tcancelAutoSlide();\n\t\t\tdom.wrapper.classList.add( 'paused' );\n\n\t\t\tif( wasPaused === false ) {\n\t\t\t\tdispatchEvent({ type: 'paused' });\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Exits from the paused mode.\n\t */\n\tfunction resume() {\n\n\t\tconst wasPaused = dom.wrapper.classList.contains( 'paused' );\n\t\tdom.wrapper.classList.remove( 'paused' );\n\n\t\tcueAutoSlide();\n\n\t\tif( wasPaused ) {\n\t\t\tdispatchEvent({ type: 'resumed' });\n\t\t}\n\n\t}\n\n\t/**\n\t * Toggles the paused mode on and off.\n\t */\n\tfunction togglePause( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? pause() : resume();\n\t\t}\n\t\telse {\n\t\t\tisPaused() ? resume() : pause();\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if we are currently in the paused mode.\n\t *\n\t * @return {Boolean}\n\t */\n\tfunction isPaused() {\n\n\t\treturn dom.wrapper.classList.contains( 'paused' );\n\n\t}\n\n\t/**\n\t * Toggles visibility of the jump-to-slide UI.\n\t */\n\tfunction toggleJumpToSlide( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? jumpToSlide.show() : jumpToSlide.hide();\n\t\t}\n\t\telse {\n\t\t\tjumpToSlide.isVisible() ? jumpToSlide.hide() : jumpToSlide.show();\n\t\t}\n\n\t}\n\n\t/**\n\t * Toggles the auto slide mode on and off.\n\t *\n\t * @param {Boolean} [override] Flag which sets the desired state.\n\t * True means autoplay starts, false means it stops.\n\t */\n\n\tfunction toggleAutoSlide( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? resumeAutoSlide() : pauseAutoSlide();\n\t\t}\n\n\t\telse {\n\t\t\tautoSlidePaused ? resumeAutoSlide() : pauseAutoSlide();\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if the auto slide mode is currently on.\n\t *\n\t * @return {Boolean}\n\t */\n\tfunction isAutoSliding() {\n\n\t\treturn !!( autoSlide && !autoSlidePaused );\n\n\t}\n\n\t/**\n\t * Steps from the current point in the presentation to the\n\t * slide which matches the specified horizontal and vertical\n\t * indices.\n\t *\n\t * @param {number} [h=indexh] Horizontal index of the target slide\n\t * @param {number} [v=indexv] Vertical index of the target slide\n\t * @param {number} [f] Index of a fragment within the\n\t * target slide to activate\n\t * @param {number} [origin] Origin for use in multimaster environments\n\t */\n\tfunction slide( h, v, f, origin ) {\n\n\t\t// Dispatch an event before the slide\n\t\tconst slidechange = dispatchEvent({\n\t\t\ttype: 'beforeslidechange',\n\t\t\tdata: {\n\t\t\t\tindexh: h === undefined ? indexh : h,\n\t\t\t\tindexv: v === undefined ? indexv : v,\n\t\t\t\torigin\n\t\t\t}\n\t\t});\n\n\t\t// Abort if this slide change was prevented by an event listener\n\t\tif( slidechange.defaultPrevented ) return;\n\n\t\t// Remember where we were at before\n\t\tpreviousSlide = currentSlide;\n\n\t\t// Query all horizontal slides in the deck\n\t\tconst horizontalSlides = dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR );\n\n\t\t// If we're in scroll mode, we scroll the target slide into view\n\t\t// instead of running our standard slide transition\n\t\tif( scrollView.isActive() ) {\n\t\t\tconst scrollToSlide = scrollView.getSlideByIndices( h, v );\n\t\t\tif( scrollToSlide ) scrollView.scrollToSlide( scrollToSlide );\n\t\t\treturn;\n\t\t}\n\n\t\t// Abort if there are no slides\n\t\tif( horizontalSlides.length === 0 ) return;\n\n\t\t// If no vertical index is specified and the upcoming slide is a\n\t\t// stack, resume at its previous vertical index\n\t\tif( v === undefined && !overview.isActive() ) {\n\t\t\tv = getPreviousVerticalIndex( horizontalSlides[ h ] );\n\t\t}\n\n\t\t// If we were on a vertical stack, remember what vertical index\n\t\t// it was on so we can resume at the same position when returning\n\t\tif( previousSlide && previousSlide.parentNode && previousSlide.parentNode.classList.contains( 'stack' ) ) {\n\t\t\tsetPreviousVerticalIndex( previousSlide.parentNode, indexv );\n\t\t}\n\n\t\t// Remember the state before this slide\n\t\tconst stateBefore = state.concat();\n\n\t\t// Reset the state array\n\t\tstate.length = 0;\n\n\t\tlet indexhBefore = indexh || 0,\n\t\t\tindexvBefore = indexv || 0;\n\n\t\t// Activate and transition to the new slide\n\t\tindexh = updateSlides( HORIZONTAL_SLIDES_SELECTOR, h === undefined ? indexh : h );\n\t\tindexv = updateSlides( VERTICAL_SLIDES_SELECTOR, v === undefined ? indexv : v );\n\n\t\t// Dispatch an event if the slide changed\n\t\tlet slideChanged = ( indexh !== indexhBefore || indexv !== indexvBefore );\n\n\t\t// Ensure that the previous slide is never the same as the current\n\t\tif( !slideChanged ) previousSlide = null;\n\n\t\t// Find the current horizontal slide and any possible vertical slides\n\t\t// within it\n\t\tlet currentHorizontalSlide = horizontalSlides[ indexh ],\n\t\t\tcurrentVerticalSlides = currentHorizontalSlide.querySelectorAll( 'section' );\n\n\t\t// Indicate when we're on a vertical slide\n\t\trevealElement.classList.toggle( 'is-vertical-slide', currentVerticalSlides.length > 1 );\n\n\t\t// Store references to the previous and current slides\n\t\tcurrentSlide = currentVerticalSlides[ indexv ] || currentHorizontalSlide;\n\n\t\tlet autoAnimateTransition = false;\n\n\t\t// Detect if we're moving between two auto-animated slides\n\t\tif( slideChanged && previousSlide && currentSlide && !overview.isActive() ) {\n\t\t\ttransition = 'running';\n\n\t\t\tautoAnimateTransition = shouldAutoAnimateBetween( previousSlide, currentSlide, indexhBefore, indexvBefore );\n\n\t\t\t// If this is an auto-animated transition, we disable the\n\t\t\t// regular slide transition\n\t\t\t//\n\t\t\t// Note 20-03-2020:\n\t\t\t// This needs to happen before we update slide visibility,\n\t\t\t// otherwise transitions will still run in Safari.\n\t\t\tif( autoAnimateTransition ) {\n\t\t\t\tdom.slides.classList.add( 'disable-slide-transitions' )\n\t\t\t}\n\t\t}\n\n\t\t// Update the visibility of slides now that the indices have changed\n\t\tupdateSlidesVisibility();\n\n\t\tlayout();\n\n\t\t// Update the overview if it's currently active\n\t\tif( overview.isActive() ) {\n\t\t\toverview.update();\n\t\t}\n\n\t\t// Show fragment, if specified\n\t\tif( typeof f !== 'undefined' ) {\n\t\t\tfragments.goto( f );\n\t\t}\n\n\t\t// Solves an edge case where the previous slide maintains the\n\t\t// 'present' class when navigating between adjacent vertical\n\t\t// stacks\n\t\tif( previousSlide && previousSlide !== currentSlide ) {\n\t\t\tpreviousSlide.classList.remove( 'present' );\n\t\t\tpreviousSlide.setAttribute( 'aria-hidden', 'true' );\n\n\t\t\t// Reset all slides upon navigate to home\n\t\t\tif( isFirstSlide() ) {\n\t\t\t\t// Launch async task\n\t\t\t\tsetTimeout( () => {\n\t\t\t\t\tgetVerticalStacks().forEach( slide => {\n\t\t\t\t\t\tsetPreviousVerticalIndex( slide, 0 );\n\t\t\t\t\t} );\n\t\t\t\t}, 0 );\n\t\t\t}\n\t\t}\n\n\t\t// Apply the new state\n\t\tstateLoop: for( let i = 0, len = state.length; i < len; i++ ) {\n\t\t\t// Check if this state existed on the previous slide. If it\n\t\t\t// did, we will avoid adding it repeatedly\n\t\t\tfor( let j = 0; j < stateBefore.length; j++ ) {\n\t\t\t\tif( stateBefore[j] === state[i] ) {\n\t\t\t\t\tstateBefore.splice( j, 1 );\n\t\t\t\t\tcontinue stateLoop;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tdom.viewport.classList.add( state[i] );\n\n\t\t\t// Dispatch custom event matching the state's name\n\t\t\tdispatchEvent({ type: state[i] });\n\t\t}\n\n\t\t// Clean up the remains of the previous state\n\t\twhile( stateBefore.length ) {\n\t\t\tdom.viewport.classList.remove( stateBefore.pop() );\n\t\t}\n\n\t\tif( slideChanged ) {\n\t\t\tdispatchSlideChanged( origin );\n\t\t}\n\n\t\t// Handle embedded content\n\t\tif( slideChanged || !previousSlide ) {\n\t\t\tslideContent.stopEmbeddedContent( previousSlide );\n\t\t\tslideContent.startEmbeddedContent( currentSlide );\n\t\t}\n\n\t\t// Announce the current slide contents to screen readers\n\t\t// Use animation frame to prevent getComputedStyle in getStatusText\n\t\t// from triggering layout mid-frame\n\t\trequestAnimationFrame( () => {\n\t\t\tannounceStatus( getStatusText( currentSlide ) );\n\t\t});\n\n\t\tprogress.update();\n\t\tcontrols.update();\n\t\tnotes.update();\n\t\tbackgrounds.update();\n\t\tbackgrounds.updateParallax();\n\t\tslideNumber.update();\n\t\tfragments.update();\n\n\t\t// Update the URL hash\n\t\tlocation.writeURL();\n\n\t\tcueAutoSlide();\n\n\t\t// Auto-animation\n\t\tif( autoAnimateTransition ) {\n\n\t\t\tsetTimeout( () => {\n\t\t\t\tdom.slides.classList.remove( 'disable-slide-transitions' );\n\t\t\t}, 0 );\n\n\t\t\tif( config.autoAnimate ) {\n\t\t\t\t// Run the auto-animation between our slides\n\t\t\t\tautoAnimate.run( previousSlide, currentSlide );\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks whether or not an auto-animation should take place between\n\t * the two given slides.\n\t *\n\t * @param {HTMLElement} fromSlide\n\t * @param {HTMLElement} toSlide\n\t * @param {number} indexhBefore\n\t * @param {number} indexvBefore\n\t *\n\t * @returns {boolean}\n\t */\n\tfunction shouldAutoAnimateBetween( fromSlide, toSlide, indexhBefore, indexvBefore ) {\n\n\t\treturn \tfromSlide.hasAttribute( 'data-auto-animate' ) && toSlide.hasAttribute( 'data-auto-animate' ) &&\n\t\t\t\tfromSlide.getAttribute( 'data-auto-animate-id' ) === toSlide.getAttribute( 'data-auto-animate-id' ) &&\n\t\t\t\t!( ( indexh > indexhBefore || indexv > indexvBefore ) ? toSlide : fromSlide ).hasAttribute( 'data-auto-animate-restart' );\n\n\t}\n\n\t/**\n\t * Called anytime a new slide should be activated while in the scroll\n\t * view. The active slide is the page that occupies the most space in\n\t * the scrollable viewport.\n\t *\n\t * @param {number} pageIndex\n\t * @param {HTMLElement} slideElement\n\t */\n\tfunction setCurrentScrollPage( slideElement, h, v ) {\n\n\t\tlet indexhBefore = indexh || 0;\n\n\t\tindexh = h;\n\t\tindexv = v;\n\n\t\tconst slideChanged = currentSlide !== slideElement;\n\n\t\tpreviousSlide = currentSlide;\n\t\tcurrentSlide = slideElement;\n\n\t\tif( currentSlide && previousSlide ) {\n\t\t\tif( config.autoAnimate && shouldAutoAnimateBetween( previousSlide, currentSlide, indexhBefore, indexv ) ) {\n\t\t\t\t// Run the auto-animation between our slides\n\t\t\t\tautoAnimate.run( previousSlide, currentSlide );\n\t\t\t}\n\t\t}\n\n\t\t// Start or stop embedded content like videos and iframes\n\t\tif( slideChanged ) {\n\t\t\tif( previousSlide ) {\n\t\t\t\tslideContent.stopEmbeddedContent( previousSlide );\n\t\t\t\tslideContent.stopEmbeddedContent( previousSlide.slideBackgroundElement );\n\t\t\t}\n\n\t\t\tslideContent.startEmbeddedContent( currentSlide );\n\t\t\tslideContent.startEmbeddedContent( currentSlide.slideBackgroundElement );\n\t\t}\n\n\t\trequestAnimationFrame( () => {\n\t\t\tannounceStatus( getStatusText( currentSlide ) );\n\t\t});\n\n\t\tdispatchSlideChanged();\n\n\t}\n\n\t/**\n\t * Syncs the presentation with the current DOM. Useful\n\t * when new slides or control elements are added or when\n\t * the configuration has changed.\n\t */\n\tfunction sync() {\n\n\t\t// Subscribe to input\n\t\tremoveEventListeners();\n\t\taddEventListeners();\n\n\t\t// Force a layout to make sure the current config is accounted for\n\t\tlayout();\n\n\t\t// Reflect the current autoSlide value\n\t\tautoSlide = config.autoSlide;\n\n\t\t// Start auto-sliding if it's enabled\n\t\tcueAutoSlide();\n\n\t\t// Re-create all slide backgrounds\n\t\tbackgrounds.create();\n\n\t\t// Write the current hash to the URL\n\t\tlocation.writeURL();\n\n\t\tif( config.sortFragmentsOnSync === true ) {\n\t\t\tfragments.sortAll();\n\t\t}\n\n\t\tcontrols.update();\n\t\tprogress.update();\n\n\t\tupdateSlidesVisibility();\n\n\t\tnotes.update();\n\t\tnotes.updateVisibility();\n\t\tbackgrounds.update( true );\n\t\tslideNumber.update();\n\t\tslideContent.formatEmbeddedContent();\n\n\t\t// Start or stop embedded content depending on global config\n\t\tif( config.autoPlayMedia === false ) {\n\t\t\tslideContent.stopEmbeddedContent( currentSlide, { unloadIframes: false } );\n\t\t}\n\t\telse {\n\t\t\tslideContent.startEmbeddedContent( currentSlide );\n\t\t}\n\n\t\tif( overview.isActive() ) {\n\t\t\toverview.layout();\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates reveal.js to keep in sync with new slide attributes. For\n\t * example, if you add a new `data-background-image` you can call\n\t * this to have reveal.js render the new background image.\n\t *\n\t * Similar to #sync() but more efficient when you only need to\n\t * refresh a specific slide.\n\t *\n\t * @param {HTMLElement} slide\n\t */\n\tfunction syncSlide( slide = currentSlide ) {\n\n\t\tbackgrounds.sync( slide );\n\t\tfragments.sync( slide );\n\n\t\tslideContent.load( slide );\n\n\t\tbackgrounds.update();\n\t\tnotes.update();\n\n\t}\n\n\t/**\n\t * Resets all vertical slides so that only the first\n\t * is visible.\n\t */\n\tfunction resetVerticalSlides() {\n\n\t\tgetHorizontalSlides().forEach( horizontalSlide => {\n\n\t\t\tUtil.queryAll( horizontalSlide, 'section' ).forEach( ( verticalSlide, y ) => {\n\n\t\t\t\tif( y > 0 ) {\n\t\t\t\t\tverticalSlide.classList.remove( 'present' );\n\t\t\t\t\tverticalSlide.classList.remove( 'past' );\n\t\t\t\t\tverticalSlide.classList.add( 'future' );\n\t\t\t\t\tverticalSlide.setAttribute( 'aria-hidden', 'true' );\n\t\t\t\t}\n\n\t\t\t} );\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Randomly shuffles all slides in the deck.\n\t */\n\tfunction shuffle( slides = getHorizontalSlides() ) {\n\n\t\tslides.forEach( ( slide, i ) => {\n\n\t\t\t// Insert the slide next to a randomly picked sibling slide\n\t\t\t// slide. This may cause the slide to insert before itself,\n\t\t\t// but that's not an issue.\n\t\t\tlet beforeSlide = slides[ Math.floor( Math.random() * slides.length ) ];\n\t\t\tif( beforeSlide.parentNode === slide.parentNode ) {\n\t\t\t\tslide.parentNode.insertBefore( slide, beforeSlide );\n\t\t\t}\n\n\t\t\t// Randomize the order of vertical slides (if there are any)\n\t\t\tlet verticalSlides = slide.querySelectorAll( 'section' );\n\t\t\tif( verticalSlides.length ) {\n\t\t\t\tshuffle( verticalSlides );\n\t\t\t}\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Updates one dimension of slides by showing the slide\n\t * with the specified index.\n\t *\n\t * @param {string} selector A CSS selector that will fetch\n\t * the group of slides we are working with\n\t * @param {number} index The index of the slide that should be\n\t * shown\n\t *\n\t * @return {number} The index of the slide that is now shown,\n\t * might differ from the passed in index if it was out of\n\t * bounds.\n\t */\n\tfunction updateSlides( selector, index ) {\n\n\t\t// Select all slides and convert the NodeList result to\n\t\t// an array\n\t\tlet slides = Util.queryAll( dom.wrapper, selector ),\n\t\t\tslidesLength = slides.length;\n\n\t\tlet printMode = scrollView.isActive() || printView.isActive();\n\t\tlet loopedForwards = false;\n\t\tlet loopedBackwards = false;\n\n\t\tif( slidesLength ) {\n\n\t\t\t// Should the index loop?\n\t\t\tif( config.loop ) {\n\t\t\t\tif( index >= slidesLength ) loopedForwards = true;\n\n\t\t\t\tindex %= slidesLength;\n\n\t\t\t\tif( index < 0 ) {\n\t\t\t\t\tindex = slidesLength + index;\n\t\t\t\t\tloopedBackwards = true;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// Enforce max and minimum index bounds\n\t\t\tindex = Math.max( Math.min( index, slidesLength - 1 ), 0 );\n\n\t\t\tfor( let i = 0; i < slidesLength; i++ ) {\n\t\t\t\tlet element = slides[i];\n\n\t\t\t\tlet reverse = config.rtl && !isVerticalSlide( element );\n\n\t\t\t\t// Avoid .remove() with multiple args for IE11 support\n\t\t\t\telement.classList.remove( 'past' );\n\t\t\t\telement.classList.remove( 'present' );\n\t\t\t\telement.classList.remove( 'future' );\n\n\t\t\t\t// http://www.w3.org/html/wg/drafts/html/master/editing.html#the-hidden-attribute\n\t\t\t\telement.setAttribute( 'hidden', '' );\n\t\t\t\telement.setAttribute( 'aria-hidden', 'true' );\n\n\t\t\t\t// If this element contains vertical slides\n\t\t\t\tif( element.querySelector( 'section' ) ) {\n\t\t\t\t\telement.classList.add( 'stack' );\n\t\t\t\t}\n\n\t\t\t\t// If we're printing static slides, all slides are \"present\"\n\t\t\t\tif( printMode ) {\n\t\t\t\t\telement.classList.add( 'present' );\n\t\t\t\t\tcontinue;\n\t\t\t\t}\n\n\t\t\t\tif( i < index ) {\n\t\t\t\t\t// Any element previous to index is given the 'past' class\n\t\t\t\t\telement.classList.add( reverse ? 'future' : 'past' );\n\n\t\t\t\t\tif( config.fragments ) {\n\t\t\t\t\t\t// Show all fragments in prior slides\n\t\t\t\t\t\tshowFragmentsIn( element );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse if( i > index ) {\n\t\t\t\t\t// Any element subsequent to index is given the 'future' class\n\t\t\t\t\telement.classList.add( reverse ? 'past' : 'future' );\n\n\t\t\t\t\tif( config.fragments ) {\n\t\t\t\t\t\t// Hide all fragments in future slides\n\t\t\t\t\t\thideFragmentsIn( element );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\t// Update the visibility of fragments when a presentation loops\n\t\t\t\t// in either direction\n\t\t\t\telse if( i === index && config.fragments ) {\n\t\t\t\t\tif( loopedForwards ) {\n\t\t\t\t\t\thideFragmentsIn( element );\n\t\t\t\t\t}\n\t\t\t\t\telse if( loopedBackwards ) {\n\t\t\t\t\t\tshowFragmentsIn( element );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tlet slide = slides[index];\n\t\t\tlet wasPresent = slide.classList.contains( 'present' );\n\n\t\t\t// Mark the current slide as present\n\t\t\tslide.classList.add( 'present' );\n\t\t\tslide.removeAttribute( 'hidden' );\n\t\t\tslide.removeAttribute( 'aria-hidden' );\n\n\t\t\tif( !wasPresent ) {\n\t\t\t\t// Dispatch an event indicating the slide is now visible\n\t\t\t\tdispatchEvent({\n\t\t\t\t\ttarget: slide,\n\t\t\t\t\ttype: 'visible',\n\t\t\t\t\tbubbles: false\n\t\t\t\t});\n\t\t\t}\n\n\t\t\t// If this slide has a state associated with it, add it\n\t\t\t// onto the current state of the deck\n\t\t\tlet slideState = slide.getAttribute( 'data-state' );\n\t\t\tif( slideState ) {\n\t\t\t\tstate = state.concat( slideState.split( ' ' ) );\n\t\t\t}\n\n\t\t}\n\t\telse {\n\t\t\t// Since there are no slides we can't be anywhere beyond the\n\t\t\t// zeroth index\n\t\t\tindex = 0;\n\t\t}\n\n\t\treturn index;\n\n\t}\n\n\t/**\n\t * Shows all fragment elements within the given container.\n\t */\n\tfunction showFragmentsIn( container ) {\n\n\t\tUtil.queryAll( container, '.fragment' ).forEach( fragment => {\n\t\t\tfragment.classList.add( 'visible' );\n\t\t\tfragment.classList.remove( 'current-fragment' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Hides all fragment elements within the given container.\n\t */\n\tfunction hideFragmentsIn( container ) {\n\n\t\tUtil.queryAll( container, '.fragment.visible' ).forEach( fragment => {\n\t\t\tfragment.classList.remove( 'visible', 'current-fragment' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Optimization method; hide all slides that are far away\n\t * from the present slide.\n\t */\n\tfunction updateSlidesVisibility() {\n\n\t\t// Select all slides and convert the NodeList result to\n\t\t// an array\n\t\tlet horizontalSlides = getHorizontalSlides(),\n\t\t\thorizontalSlidesLength = horizontalSlides.length,\n\t\t\tdistanceX,\n\t\t\tdistanceY;\n\n\t\tif( horizontalSlidesLength && typeof indexh !== 'undefined' ) {\n\n\t\t\t// The number of steps away from the present slide that will\n\t\t\t// be visible\n\t\t\tlet viewDistance = overview.isActive() ? 10 : config.viewDistance;\n\n\t\t\t// Shorten the view distance on devices that typically have\n\t\t\t// less resources\n\t\t\tif( Device.isMobile ) {\n\t\t\t\tviewDistance = overview.isActive() ? 6 : config.mobileViewDistance;\n\t\t\t}\n\n\t\t\t// All slides need to be visible when exporting to PDF\n\t\t\tif( printView.isActive() ) {\n\t\t\t\tviewDistance = Number.MAX_VALUE;\n\t\t\t}\n\n\t\t\tfor( let x = 0; x < horizontalSlidesLength; x++ ) {\n\t\t\t\tlet horizontalSlide = horizontalSlides[x];\n\n\t\t\t\tlet verticalSlides = Util.queryAll( horizontalSlide, 'section' ),\n\t\t\t\t\tverticalSlidesLength = verticalSlides.length;\n\n\t\t\t\t// Determine how far away this slide is from the present\n\t\t\t\tdistanceX = Math.abs( ( indexh || 0 ) - x ) || 0;\n\n\t\t\t\t// If the presentation is looped, distance should measure\n\t\t\t\t// 1 between the first and last slides\n\t\t\t\tif( config.loop ) {\n\t\t\t\t\tdistanceX = Math.abs( ( ( indexh || 0 ) - x ) % ( horizontalSlidesLength - viewDistance ) ) || 0;\n\t\t\t\t}\n\n\t\t\t\t// Show the horizontal slide if it's within the view distance\n\t\t\t\tif( distanceX < viewDistance ) {\n\t\t\t\t\tslideContent.load( horizontalSlide );\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tslideContent.unload( horizontalSlide );\n\t\t\t\t}\n\n\t\t\t\tif( verticalSlidesLength ) {\n\n\t\t\t\t\tlet oy = getPreviousVerticalIndex( horizontalSlide );\n\n\t\t\t\t\tfor( let y = 0; y < verticalSlidesLength; y++ ) {\n\t\t\t\t\t\tlet verticalSlide = verticalSlides[y];\n\n\t\t\t\t\t\tdistanceY = x === ( indexh || 0 ) ? Math.abs( ( indexv || 0 ) - y ) : Math.abs( y - oy );\n\n\t\t\t\t\t\tif( distanceX + distanceY < viewDistance ) {\n\t\t\t\t\t\t\tslideContent.load( verticalSlide );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tslideContent.unload( verticalSlide );\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// Flag if there are ANY vertical slides, anywhere in the deck\n\t\t\tif( hasVerticalSlides() ) {\n\t\t\t\tdom.wrapper.classList.add( 'has-vertical-slides' );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tdom.wrapper.classList.remove( 'has-vertical-slides' );\n\t\t\t}\n\n\t\t\t// Flag if there are ANY horizontal slides, anywhere in the deck\n\t\t\tif( hasHorizontalSlides() ) {\n\t\t\t\tdom.wrapper.classList.add( 'has-horizontal-slides' );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tdom.wrapper.classList.remove( 'has-horizontal-slides' );\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Determine what available routes there are for navigation.\n\t *\n\t * @return {{left: boolean, right: boolean, up: boolean, down: boolean}}\n\t */\n\tfunction availableRoutes({ includeFragments = false } = {}) {\n\n\t\tlet horizontalSlides = dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR ),\n\t\t\tverticalSlides = dom.wrapper.querySelectorAll( VERTICAL_SLIDES_SELECTOR );\n\n\t\tlet routes = {\n\t\t\tleft: indexh > 0,\n\t\t\tright: indexh < horizontalSlides.length - 1,\n\t\t\tup: indexv > 0,\n\t\t\tdown: indexv < verticalSlides.length - 1\n\t\t};\n\n\t\t// Looped presentations can always be navigated as long as\n\t\t// there are slides available\n\t\tif( config.loop ) {\n\t\t\tif( horizontalSlides.length > 1 ) {\n\t\t\t\troutes.left = true;\n\t\t\t\troutes.right = true;\n\t\t\t}\n\n\t\t\tif( verticalSlides.length > 1 ) {\n\t\t\t\troutes.up = true;\n\t\t\t\troutes.down = true;\n\t\t\t}\n\t\t}\n\n\t\tif ( horizontalSlides.length > 1 && config.navigationMode === 'linear' ) {\n\t\t\troutes.right = routes.right || routes.down;\n\t\t\troutes.left = routes.left || routes.up;\n\t\t}\n\n\t\t// If includeFragments is set, a route will be considered\n\t\t// available if either a slid OR fragment is available in\n\t\t// the given direction\n\t\tif( includeFragments === true ) {\n\t\t\tlet fragmentRoutes = fragments.availableRoutes();\n\t\t\troutes.left = routes.left || fragmentRoutes.prev;\n\t\t\troutes.up = routes.up || fragmentRoutes.prev;\n\t\t\troutes.down = routes.down || fragmentRoutes.next;\n\t\t\troutes.right = routes.right || fragmentRoutes.next;\n\t\t}\n\n\t\t// Reverse horizontal controls for rtl\n\t\tif( config.rtl ) {\n\t\t\tlet left = routes.left;\n\t\t\troutes.left = routes.right;\n\t\t\troutes.right = left;\n\t\t}\n\n\t\treturn routes;\n\n\t}\n\n\t/**\n\t * Returns the number of past slides. This can be used as a global\n\t * flattened index for slides.\n\t *\n\t * @param {HTMLElement} [slide=currentSlide] The slide we're counting before\n\t *\n\t * @return {number} Past slide count\n\t */\n\tfunction getSlidePastCount( slide = currentSlide ) {\n\n\t\tlet horizontalSlides = getHorizontalSlides();\n\n\t\t// The number of past slides\n\t\tlet pastCount = 0;\n\n\t\t// Step through all slides and count the past ones\n\t\tmainLoop: for( let i = 0; i < horizontalSlides.length; i++ ) {\n\n\t\t\tlet horizontalSlide = horizontalSlides[i];\n\t\t\tlet verticalSlides = horizontalSlide.querySelectorAll( 'section' );\n\n\t\t\tfor( let j = 0; j < verticalSlides.length; j++ ) {\n\n\t\t\t\t// Stop as soon as we arrive at the present\n\t\t\t\tif( verticalSlides[j] === slide ) {\n\t\t\t\t\tbreak mainLoop;\n\t\t\t\t}\n\n\t\t\t\t// Don't count slides with the \"uncounted\" class\n\t\t\t\tif( verticalSlides[j].dataset.visibility !== 'uncounted' ) {\n\t\t\t\t\tpastCount++;\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t\t// Stop as soon as we arrive at the present\n\t\t\tif( horizontalSlide === slide ) {\n\t\t\t\tbreak;\n\t\t\t}\n\n\t\t\t// Don't count the wrapping section for vertical slides and\n\t\t\t// slides marked as uncounted\n\t\t\tif( horizontalSlide.classList.contains( 'stack' ) === false && horizontalSlide.dataset.visibility !== 'uncounted' ) {\n\t\t\t\tpastCount++;\n\t\t\t}\n\n\t\t}\n\n\t\treturn pastCount;\n\n\t}\n\n\t/**\n\t * Returns a value ranging from 0-1 that represents\n\t * how far into the presentation we have navigated.\n\t *\n\t * @return {number}\n\t */\n\tfunction getProgress() {\n\n\t\t// The number of past and total slides\n\t\tlet totalCount = getTotalSlides();\n\t\tlet pastCount = getSlidePastCount();\n\n\t\tif( currentSlide ) {\n\n\t\t\tlet allFragments = currentSlide.querySelectorAll( '.fragment' );\n\n\t\t\t// If there are fragments in the current slide those should be\n\t\t\t// accounted for in the progress.\n\t\t\tif( allFragments.length > 0 ) {\n\t\t\t\tlet visibleFragments = currentSlide.querySelectorAll( '.fragment.visible' );\n\n\t\t\t\t// This value represents how big a portion of the slide progress\n\t\t\t\t// that is made up by its fragments (0-1)\n\t\t\t\tlet fragmentWeight = 0.9;\n\n\t\t\t\t// Add fragment progress to the past slide count\n\t\t\t\tpastCount += ( visibleFragments.length / allFragments.length ) * fragmentWeight;\n\t\t\t}\n\n\t\t}\n\n\t\treturn Math.min( pastCount / ( totalCount - 1 ), 1 );\n\n\t}\n\n\t/**\n\t * Retrieves the h/v location and fragment of the current,\n\t * or specified, slide.\n\t *\n\t * @param {HTMLElement} [slide] If specified, the returned\n\t * index will be for this slide rather than the currently\n\t * active one\n\t *\n\t * @return {{h: number, v: number, f: number}}\n\t */\n\tfunction getIndices( slide ) {\n\n\t\t// By default, return the current indices\n\t\tlet h = indexh,\n\t\t\tv = indexv,\n\t\t\tf;\n\n\t\t// If a slide is specified, return the indices of that slide\n\t\tif( slide ) {\n\t\t\t// In scroll mode the original h/x index is stored on the slide\n\t\t\tif( scrollView.isActive() ) {\n\t\t\t\th = parseInt( slide.getAttribute( 'data-index-h' ), 10 );\n\n\t\t\t\tif( slide.getAttribute( 'data-index-v' ) ) {\n\t\t\t\t\tv = parseInt( slide.getAttribute( 'data-index-v' ), 10 );\n\t\t\t\t}\n\t\t\t}\n\t\t\telse {\n\t\t\t\tlet isVertical = isVerticalSlide( slide );\n\t\t\t\tlet slideh = isVertical ? slide.parentNode : slide;\n\n\t\t\t\t// Select all horizontal slides\n\t\t\t\tlet horizontalSlides = getHorizontalSlides();\n\n\t\t\t\t// Now that we know which the horizontal slide is, get its index\n\t\t\t\th = Math.max( horizontalSlides.indexOf( slideh ), 0 );\n\n\t\t\t\t// Assume we're not vertical\n\t\t\t\tv = undefined;\n\n\t\t\t\t// If this is a vertical slide, grab the vertical index\n\t\t\t\tif( isVertical ) {\n\t\t\t\t\tv = Math.max( Util.queryAll( slide.parentNode, 'section' ).indexOf( slide ), 0 );\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tif( !slide && currentSlide ) {\n\t\t\tlet hasFragments = currentSlide.querySelectorAll( '.fragment' ).length > 0;\n\t\t\tif( hasFragments ) {\n\t\t\t\tlet currentFragment = currentSlide.querySelector( '.current-fragment' );\n\t\t\t\tif( currentFragment && currentFragment.hasAttribute( 'data-fragment-index' ) ) {\n\t\t\t\t\tf = parseInt( currentFragment.getAttribute( 'data-fragment-index' ), 10 );\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tf = currentSlide.querySelectorAll( '.fragment.visible' ).length - 1;\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\treturn { h, v, f };\n\n\t}\n\n\t/**\n\t * Retrieves all slides in this presentation.\n\t */\n\tfunction getSlides() {\n\n\t\treturn Util.queryAll( dom.wrapper, SLIDES_SELECTOR + ':not(.stack):not([data-visibility=\"uncounted\"])' );\n\n\t}\n\n\t/**\n\t * Returns a list of all horizontal slides in the deck. Each\n\t * vertical stack is included as one horizontal slide in the\n\t * resulting array.\n\t */\n\tfunction getHorizontalSlides() {\n\n\t\treturn Util.queryAll( dom.wrapper, HORIZONTAL_SLIDES_SELECTOR );\n\n\t}\n\n\t/**\n\t * Returns all vertical slides that exist within this deck.\n\t */\n\tfunction getVerticalSlides() {\n\n\t\treturn Util.queryAll( dom.wrapper, '.slides>section>section' );\n\n\t}\n\n\t/**\n\t * Returns all vertical stacks (each stack can contain multiple slides).\n\t */\n\tfunction getVerticalStacks() {\n\n\t\treturn Util.queryAll( dom.wrapper, HORIZONTAL_SLIDES_SELECTOR + '.stack');\n\n\t}\n\n\t/**\n\t * Returns true if there are at least two horizontal slides.\n\t */\n\tfunction hasHorizontalSlides() {\n\n\t\treturn getHorizontalSlides().length > 1;\n\t}\n\n\t/**\n\t * Returns true if there are at least two vertical slides.\n\t */\n\tfunction hasVerticalSlides() {\n\n\t\treturn getVerticalSlides().length > 1;\n\n\t}\n\n\t/**\n\t * Returns an array of objects where each object represents the\n\t * attributes on its respective slide.\n\t */\n\tfunction getSlidesAttributes() {\n\n\t\treturn getSlides().map( slide => {\n\n\t\t\tlet attributes = {};\n\t\t\tfor( let i = 0; i < slide.attributes.length; i++ ) {\n\t\t\t\tlet attribute = slide.attributes[ i ];\n\t\t\t\tattributes[ attribute.name ] = attribute.value;\n\t\t\t}\n\t\t\treturn attributes;\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Retrieves the total number of slides in this presentation.\n\t *\n\t * @return {number}\n\t */\n\tfunction getTotalSlides() {\n\n\t\treturn getSlides().length;\n\n\t}\n\n\t/**\n\t * Returns the slide element matching the specified index.\n\t *\n\t * @return {HTMLElement}\n\t */\n\tfunction getSlide( x, y ) {\n\n\t\tlet horizontalSlide = getHorizontalSlides()[ x ];\n\t\tlet verticalSlides = horizontalSlide && horizontalSlide.querySelectorAll( 'section' );\n\n\t\tif( verticalSlides && verticalSlides.length && typeof y === 'number' ) {\n\t\t\treturn verticalSlides ? verticalSlides[ y ] : undefined;\n\t\t}\n\n\t\treturn horizontalSlide;\n\n\t}\n\n\t/**\n\t * Returns the background element for the given slide.\n\t * All slides, even the ones with no background properties\n\t * defined, have a background element so as long as the\n\t * index is valid an element will be returned.\n\t *\n\t * @param {mixed} x Horizontal background index OR a slide\n\t * HTML element\n\t * @param {number} y Vertical background index\n\t * @return {(HTMLElement[]|*)}\n\t */\n\tfunction getSlideBackground( x, y ) {\n\n\t\tlet slide = typeof x === 'number' ? getSlide( x, y ) : x;\n\t\tif( slide ) {\n\t\t\treturn slide.slideBackgroundElement;\n\t\t}\n\n\t\treturn undefined;\n\n\t}\n\n\t/**\n\t * Retrieves the current state of the presentation as\n\t * an object. This state can then be restored at any\n\t * time.\n\t *\n\t * @return {{indexh: number, indexv: number, indexf: number, paused: boolean, overview: boolean}}\n\t */\n\tfunction getState() {\n\n\t\tlet indices = getIndices();\n\n\t\treturn {\n\t\t\tindexh: indices.h,\n\t\t\tindexv: indices.v,\n\t\t\tindexf: indices.f,\n\t\t\tpaused: isPaused(),\n\t\t\toverview: overview.isActive()\n\t\t};\n\n\t}\n\n\t/**\n\t * Restores the presentation to the given state.\n\t *\n\t * @param {object} state As generated by getState()\n\t * @see {@link getState} generates the parameter `state`\n\t */\n\tfunction setState( state ) {\n\n\t\tif( typeof state === 'object' ) {\n\t\t\tslide( Util.deserialize( state.indexh ), Util.deserialize( state.indexv ), Util.deserialize( state.indexf ) );\n\n\t\t\tlet pausedFlag = Util.deserialize( state.paused ),\n\t\t\t\toverviewFlag = Util.deserialize( state.overview );\n\n\t\t\tif( typeof pausedFlag === 'boolean' && pausedFlag !== isPaused() ) {\n\t\t\t\ttogglePause( pausedFlag );\n\t\t\t}\n\n\t\t\tif( typeof overviewFlag === 'boolean' && overviewFlag !== overview.isActive() ) {\n\t\t\t\toverview.toggle( overviewFlag );\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Cues a new automated slide if enabled in the config.\n\t */\n\tfunction cueAutoSlide() {\n\n\t\tcancelAutoSlide();\n\n\t\tif( currentSlide && config.autoSlide !== false ) {\n\n\t\t\tlet fragment = currentSlide.querySelector( '.current-fragment[data-autoslide]' );\n\n\t\t\tlet fragmentAutoSlide = fragment ? fragment.getAttribute( 'data-autoslide' ) : null;\n\t\t\tlet parentAutoSlide = currentSlide.parentNode ? currentSlide.parentNode.getAttribute( 'data-autoslide' ) : null;\n\t\t\tlet slideAutoSlide = currentSlide.getAttribute( 'data-autoslide' );\n\n\t\t\t// Pick value in the following priority order:\n\t\t\t// 1. Current fragment's data-autoslide\n\t\t\t// 2. Current slide's data-autoslide\n\t\t\t// 3. Parent slide's data-autoslide\n\t\t\t// 4. Global autoSlide setting\n\t\t\tif( fragmentAutoSlide ) {\n\t\t\t\tautoSlide = parseInt( fragmentAutoSlide, 10 );\n\t\t\t}\n\t\t\telse if( slideAutoSlide ) {\n\t\t\t\tautoSlide = parseInt( slideAutoSlide, 10 );\n\t\t\t}\n\t\t\telse if( parentAutoSlide ) {\n\t\t\t\tautoSlide = parseInt( parentAutoSlide, 10 );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tautoSlide = config.autoSlide;\n\n\t\t\t\t// If there are media elements with data-autoplay,\n\t\t\t\t// automatically set the autoSlide duration to the\n\t\t\t\t// length of that media. Not applicable if the slide\n\t\t\t\t// is divided up into fragments.\n\t\t\t\t// playbackRate is accounted for in the duration.\n\t\t\t\tif( currentSlide.querySelectorAll( '.fragment' ).length === 0 ) {\n\t\t\t\t\tUtil.queryAll( currentSlide, 'video, audio' ).forEach( el => {\n\t\t\t\t\t\tif( el.hasAttribute( 'data-autoplay' ) ) {\n\t\t\t\t\t\t\tif( autoSlide && (el.duration * 1000 / el.playbackRate ) > autoSlide ) {\n\t\t\t\t\t\t\t\tautoSlide = ( el.duration * 1000 / el.playbackRate ) + 1000;\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t}\n\t\t\t\t\t} );\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// Cue the next auto-slide if:\n\t\t\t// - There is an autoSlide value\n\t\t\t// - Auto-sliding isn't paused by the user\n\t\t\t// - The presentation isn't paused\n\t\t\t// - The overview isn't active\n\t\t\t// - The presentation isn't over\n\t\t\tif( autoSlide && !autoSlidePaused && !isPaused() && !overview.isActive() && ( !isLastSlide() || fragments.availableRoutes().next || config.loop === true ) ) {\n\t\t\t\tautoSlideTimeout = setTimeout( () => {\n\t\t\t\t\tif( typeof config.autoSlideMethod === 'function' ) {\n\t\t\t\t\t\tconfig.autoSlideMethod()\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tnavigateNext();\n\t\t\t\t\t}\n\t\t\t\t\tcueAutoSlide();\n\t\t\t\t}, autoSlide );\n\t\t\t\tautoSlideStartTime = Date.now();\n\t\t\t}\n\n\t\t\tif( autoSlidePlayer ) {\n\t\t\t\tautoSlidePlayer.setPlaying( autoSlideTimeout !== -1 );\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Cancels any ongoing request to auto-slide.\n\t */\n\tfunction cancelAutoSlide() {\n\n\t\tclearTimeout( autoSlideTimeout );\n\t\tautoSlideTimeout = -1;\n\n\t}\n\n\tfunction pauseAutoSlide() {\n\n\t\tif( autoSlide && !autoSlidePaused ) {\n\t\t\tautoSlidePaused = true;\n\t\t\tdispatchEvent({ type: 'autoslidepaused' });\n\t\t\tclearTimeout( autoSlideTimeout );\n\n\t\t\tif( autoSlidePlayer ) {\n\t\t\t\tautoSlidePlayer.setPlaying( false );\n\t\t\t}\n\t\t}\n\n\t}\n\n\tfunction resumeAutoSlide() {\n\n\t\tif( autoSlide && autoSlidePaused ) {\n\t\t\tautoSlidePaused = false;\n\t\t\tdispatchEvent({ type: 'autoslideresumed' });\n\t\t\tcueAutoSlide();\n\t\t}\n\n\t}\n\n\tfunction navigateLeft({skipFragments=false}={}) {\n\n\t\tnavigationHistory.hasNavigatedHorizontally = true;\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.prev();\n\n\t\t// Reverse for RTL\n\t\tif( config.rtl ) {\n\t\t\tif( ( overview.isActive() || skipFragments || fragments.next() === false ) && availableRoutes().left ) {\n\t\t\t\tslide( indexh + 1, config.navigationMode === 'grid' ? indexv : undefined );\n\t\t\t}\n\t\t}\n\t\t// Normal navigation\n\t\telse if( ( overview.isActive() || skipFragments || fragments.prev() === false ) && availableRoutes().left ) {\n\t\t\tslide( indexh - 1, config.navigationMode === 'grid' ? indexv : undefined );\n\t\t}\n\n\t}\n\n\tfunction navigateRight({skipFragments=false}={}) {\n\n\t\tnavigationHistory.hasNavigatedHorizontally = true;\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.next();\n\n\t\t// Reverse for RTL\n\t\tif( config.rtl ) {\n\t\t\tif( ( overview.isActive() || skipFragments || fragments.prev() === false ) && availableRoutes().right ) {\n\t\t\t\tslide( indexh - 1, config.navigationMode === 'grid' ? indexv : undefined );\n\t\t\t}\n\t\t}\n\t\t// Normal navigation\n\t\telse if( ( overview.isActive() || skipFragments || fragments.next() === false ) && availableRoutes().right ) {\n\t\t\tslide( indexh + 1, config.navigationMode === 'grid' ? indexv : undefined );\n\t\t}\n\n\t}\n\n\tfunction navigateUp({skipFragments=false}={}) {\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.prev();\n\n\t\t// Prioritize hiding fragments\n\t\tif( ( overview.isActive() || skipFragments || fragments.prev() === false ) && availableRoutes().up ) {\n\t\t\tslide( indexh, indexv - 1 );\n\t\t}\n\n\t}\n\n\tfunction navigateDown({skipFragments=false}={}) {\n\n\t\tnavigationHistory.hasNavigatedVertically = true;\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.next();\n\n\t\t// Prioritize revealing fragments\n\t\tif( ( overview.isActive() || skipFragments || fragments.next() === false ) && availableRoutes().down ) {\n\t\t\tslide( indexh, indexv + 1 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Navigates backwards, prioritized in the following order:\n\t * 1) Previous fragment\n\t * 2) Previous vertical slide\n\t * 3) Previous horizontal slide\n\t */\n\tfunction navigatePrev({skipFragments=false}={}) {\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.prev();\n\n\t\t// Prioritize revealing fragments\n\t\tif( skipFragments || fragments.prev() === false ) {\n\t\t\tif( availableRoutes().up ) {\n\t\t\t\tnavigateUp({skipFragments});\n\t\t\t}\n\t\t\telse {\n\t\t\t\t// Fetch the previous horizontal slide, if there is one\n\t\t\t\tlet previousSlide;\n\n\t\t\t\tif( config.rtl ) {\n\t\t\t\t\tpreviousSlide = Util.queryAll( dom.wrapper, HORIZONTAL_SLIDES_SELECTOR + '.future' ).pop();\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tpreviousSlide = Util.queryAll( dom.wrapper, HORIZONTAL_SLIDES_SELECTOR + '.past' ).pop();\n\t\t\t\t}\n\n\t\t\t\t// When going backwards and arriving on a stack we start\n\t\t\t\t// at the bottom of the stack\n\t\t\t\tif( previousSlide && previousSlide.classList.contains( 'stack' ) ) {\n\t\t\t\t\tlet v = ( previousSlide.querySelectorAll( 'section' ).length - 1 ) || undefined;\n\t\t\t\t\tlet h = indexh - 1;\n\t\t\t\t\tslide( h, v );\n\t\t\t\t}\n\t\t\t\telse if( config.rtl ) {\n\t\t\t\t\tnavigateRight({skipFragments});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tnavigateLeft({skipFragments});\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * The reverse of #navigatePrev().\n\t */\n\tfunction navigateNext({skipFragments=false}={}) {\n\n\t\tnavigationHistory.hasNavigatedHorizontally = true;\n\t\tnavigationHistory.hasNavigatedVertically = true;\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.next();\n\n\t\t// Prioritize revealing fragments\n\t\tif( skipFragments || fragments.next() === false ) {\n\n\t\t\tlet routes = availableRoutes();\n\n\t\t\t// When looping is enabled `routes.down` is always available\n\t\t\t// so we need a separate check for when we've reached the\n\t\t\t// end of a stack and should move horizontally\n\t\t\tif( routes.down && routes.right && config.loop && isLastVerticalSlide() ) {\n\t\t\t\troutes.down = false;\n\t\t\t}\n\n\t\t\tif( routes.down ) {\n\t\t\t\tnavigateDown({skipFragments});\n\t\t\t}\n\t\t\telse if( config.rtl ) {\n\t\t\t\tnavigateLeft({skipFragments});\n\t\t\t}\n\t\t\telse {\n\t\t\t\tnavigateRight({skipFragments});\n\t\t\t}\n\t\t}\n\n\t}\n\n\n\t// --------------------------------------------------------------------//\n\t// ----------------------------- EVENTS -------------------------------//\n\t// --------------------------------------------------------------------//\n\n\t/**\n\t * Called by all event handlers that are based on user\n\t * input.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onUserInput( event ) {\n\n\t\tif( config.autoSlideStoppable ) {\n\t\t\tpauseAutoSlide();\n\t\t}\n\n\t}\n\n\t/**\n\t* Listener for post message events posted to this window.\n\t*/\n\tfunction onPostMessage( event ) {\n\n\t\tlet data = event.data;\n\n\t\t// Make sure we're dealing with JSON\n\t\tif( typeof data === 'string' && data.charAt( 0 ) === '{' && data.charAt( data.length - 1 ) === '}' ) {\n\t\t\tdata = JSON.parse( data );\n\n\t\t\t// Check if the requested method can be found\n\t\t\tif( data.method && typeof Reveal[data.method] === 'function' ) {\n\n\t\t\t\tif( POST_MESSAGE_METHOD_BLACKLIST.test( data.method ) === false ) {\n\n\t\t\t\t\tconst result = Reveal[data.method].apply( Reveal, data.args );\n\n\t\t\t\t\t// Dispatch a postMessage event with the returned value from\n\t\t\t\t\t// our method invocation for getter functions\n\t\t\t\t\tdispatchPostMessage( 'callback', { method: data.method, result: result } );\n\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tconsole.warn( 'reveal.js: \"'+ data.method +'\" is is blacklisted from the postMessage API' );\n\t\t\t\t}\n\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Event listener for transition end on the current slide.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onTransitionEnd( event ) {\n\n\t\tif( transition === 'running' && /section/gi.test( event.target.nodeName ) ) {\n\t\t\ttransition = 'idle';\n\t\t\tdispatchEvent({\n\t\t\t\ttype: 'slidetransitionend',\n\t\t\t\tdata: { indexh, indexv, previousSlide, currentSlide }\n\t\t\t});\n\t\t}\n\n\t}\n\n\t/**\n\t * A global listener for all click events inside of the\n\t * .slides container.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onSlidesClicked( event ) {\n\n\t\tconst anchor = Util.closest( event.target, 'a[href^=\"#\"]' );\n\n\t\t// If a hash link is clicked, we find the target slide\n\t\t// and navigate to it. We previously relied on 'hashchange'\n\t\t// for links like these but that prevented media with\n\t\t// audio tracks from playing in mobile browsers since it\n\t\t// wasn't considered a direct interaction with the document.\n\t\tif( anchor ) {\n\t\t\tconst hash = anchor.getAttribute( 'href' );\n\t\t\tconst indices = location.getIndicesFromHash( hash );\n\n\t\t\tif( indices ) {\n\t\t\t\tReveal.slide( indices.h, indices.v, indices.f );\n\t\t\t\tevent.preventDefault();\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Handler for the window level 'resize' event.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onWindowResize( event ) {\n\n\t\tlayout();\n\t}\n\n\t/**\n\t * Handle for the window level 'visibilitychange' event.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onPageVisibilityChange( event ) {\n\n\t\t// If, after clicking a link or similar and we're coming back,\n\t\t// focus the document.body to ensure we can use keyboard shortcuts\n\t\tif( document.hidden === false && document.activeElement !== document.body ) {\n\t\t\t// Not all elements support .blur() - SVGs among them.\n\t\t\tif( typeof document.activeElement.blur === 'function' ) {\n\t\t\t\tdocument.activeElement.blur();\n\t\t\t}\n\t\t\tdocument.body.focus();\n\t\t}\n\n\t}\n\n\t/**\n\t * Handler for the document level 'fullscreenchange' event.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onFullscreenChange( event ) {\n\n\t\tlet element = document.fullscreenElement || document.webkitFullscreenElement;\n\t\tif( element === dom.wrapper ) {\n\t\t\tevent.stopImmediatePropagation();\n\n\t\t\t// Timeout to avoid layout shift in Safari\n\t\t\tsetTimeout( () => {\n\t\t\t\tReveal.layout();\n\t\t\t\tReveal.focus.focus(); // focus.focus :'(\n\t\t\t}, 1 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Handles clicks on links that are set to preview in the\n\t * iframe overlay.\n\t *\n\t * @param {object} event\n\t */\n\tfunction onPreviewLinkClicked( event ) {\n\n\t\tif( event.currentTarget && event.currentTarget.hasAttribute( 'href' ) ) {\n\t\t\tlet url = event.currentTarget.getAttribute( 'href' );\n\t\t\tif( url ) {\n\t\t\t\tshowPreview( url );\n\t\t\t\tevent.preventDefault();\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Handles click on the auto-sliding controls element.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onAutoSlidePlayerClick( event ) {\n\n\t\t// Replay\n\t\tif( isLastSlide() && config.loop === false ) {\n\t\t\tslide( 0, 0 );\n\t\t\tresumeAutoSlide();\n\t\t}\n\t\t// Resume\n\t\telse if( autoSlidePaused ) {\n\t\t\tresumeAutoSlide();\n\t\t}\n\t\t// Pause\n\t\telse {\n\t\t\tpauseAutoSlide();\n\t\t}\n\n\t}\n\n\n\t// --------------------------------------------------------------------//\n\t// ------------------------------- API --------------------------------//\n\t// --------------------------------------------------------------------//\n\n\t// The public reveal.js API\n\tconst API = {\n\t\tVERSION,\n\n\t\tinitialize,\n\t\tconfigure,\n\t\tdestroy,\n\n\t\tsync,\n\t\tsyncSlide,\n\t\tsyncFragments: fragments.sync.bind( fragments ),\n\n\t\t// Navigation methods\n\t\tslide,\n\t\tleft: navigateLeft,\n\t\tright: navigateRight,\n\t\tup: navigateUp,\n\t\tdown: navigateDown,\n\t\tprev: navigatePrev,\n\t\tnext: navigateNext,\n\n\t\t// Navigation aliases\n\t\tnavigateLeft, navigateRight, navigateUp, navigateDown, navigatePrev, navigateNext,\n\n\t\t// Fragment methods\n\t\tnavigateFragment: fragments.goto.bind( fragments ),\n\t\tprevFragment: fragments.prev.bind( fragments ),\n\t\tnextFragment: fragments.next.bind( fragments ),\n\n\t\t// Event binding\n\t\ton,\n\t\toff,\n\n\t\t// Legacy event binding methods left in for backwards compatibility\n\t\taddEventListener: on,\n\t\tremoveEventListener: off,\n\n\t\t// Forces an update in slide layout\n\t\tlayout,\n\n\t\t// Randomizes the order of slides\n\t\tshuffle,\n\n\t\t// Returns an object with the available routes as booleans (left/right/top/bottom)\n\t\tavailableRoutes,\n\n\t\t// Returns an object with the available fragments as booleans (prev/next)\n\t\tavailableFragments: fragments.availableRoutes.bind( fragments ),\n\n\t\t// Toggles a help overlay with keyboard shortcuts\n\t\ttoggleHelp,\n\n\t\t// Toggles the overview mode on/off\n\t\ttoggleOverview: overview.toggle.bind( overview ),\n\n\t\t// Toggles the scroll view on/off\n\t\ttoggleScrollView: scrollView.toggle.bind( scrollView ),\n\n\t\t// Toggles the \"black screen\" mode on/off\n\t\ttogglePause,\n\n\t\t// Toggles the auto slide mode on/off\n\t\ttoggleAutoSlide,\n\n\t\t// Toggles visibility of the jump-to-slide UI\n\t\ttoggleJumpToSlide,\n\n\t\t// Slide navigation checks\n\t\tisFirstSlide,\n\t\tisLastSlide,\n\t\tisLastVerticalSlide,\n\t\tisVerticalSlide,\n\t\tisVerticalStack,\n\n\t\t// State checks\n\t\tisPaused,\n\t\tisAutoSliding,\n\t\tisSpeakerNotes: notes.isSpeakerNotesWindow.bind( notes ),\n\t\tisOverview: overview.isActive.bind( overview ),\n\t\tisFocused: focus.isFocused.bind( focus ),\n\n\t\tisScrollView: scrollView.isActive.bind( scrollView ),\n\t\tisPrintView: printView.isActive.bind( printView ),\n\n\t\t// Checks if reveal.js has been loaded and is ready for use\n\t\tisReady: () => ready,\n\n\t\t// Slide preloading\n\t\tloadSlide: slideContent.load.bind( slideContent ),\n\t\tunloadSlide: slideContent.unload.bind( slideContent ),\n\n\t\t// Start/stop all media inside of the current slide\n\t\tstartEmbeddedContent: () => slideContent.startEmbeddedContent( currentSlide ),\n\t\tstopEmbeddedContent: () => slideContent.stopEmbeddedContent( currentSlide, { unloadIframes: false } ),\n\n\t\t// Preview management\n\t\tshowPreview,\n\t\thidePreview: closeOverlay,\n\n\t\t// Adds or removes all internal event listeners\n\t\taddEventListeners,\n\t\tremoveEventListeners,\n\t\tdispatchEvent,\n\n\t\t// Facility for persisting and restoring the presentation state\n\t\tgetState,\n\t\tsetState,\n\n\t\t// Presentation progress on range of 0-1\n\t\tgetProgress,\n\n\t\t// Returns the indices of the current, or specified, slide\n\t\tgetIndices,\n\n\t\t// Returns an Array of key:value maps of the attributes of each\n\t\t// slide in the deck\n\t\tgetSlidesAttributes,\n\n\t\t// Returns the number of slides that we have passed\n\t\tgetSlidePastCount,\n\n\t\t// Returns the total number of slides\n\t\tgetTotalSlides,\n\n\t\t// Returns the slide element at the specified index\n\t\tgetSlide,\n\n\t\t// Returns the previous slide element, may be null\n\t\tgetPreviousSlide: () => previousSlide,\n\n\t\t// Returns the current slide element\n\t\tgetCurrentSlide: () => currentSlide,\n\n\t\t// Returns the slide background element at the specified index\n\t\tgetSlideBackground,\n\n\t\t// Returns the speaker notes string for a slide, or null\n\t\tgetSlideNotes: notes.getSlideNotes.bind( notes ),\n\n\t\t// Returns an Array of all slides\n\t\tgetSlides,\n\n\t\t// Returns an array with all horizontal/vertical slides in the deck\n\t\tgetHorizontalSlides,\n\t\tgetVerticalSlides,\n\n\t\t// Checks if the presentation contains two or more horizontal\n\t\t// and vertical slides\n\t\thasHorizontalSlides,\n\t\thasVerticalSlides,\n\n\t\t// Checks if the deck has navigated on either axis at least once\n\t\thasNavigatedHorizontally: () => navigationHistory.hasNavigatedHorizontally,\n\t\thasNavigatedVertically: () => navigationHistory.hasNavigatedVertically,\n\n\t\tshouldAutoAnimateBetween,\n\n\t\t// Adds/removes a custom key binding\n\t\taddKeyBinding: keyboard.addKeyBinding.bind( keyboard ),\n\t\tremoveKeyBinding: keyboard.removeKeyBinding.bind( keyboard ),\n\n\t\t// Programmatically triggers a keyboard event\n\t\ttriggerKey: keyboard.triggerKey.bind( keyboard ),\n\n\t\t// Registers a new shortcut to include in the help overlay\n\t\tregisterKeyboardShortcut: keyboard.registerKeyboardShortcut.bind( keyboard ),\n\n\t\tgetComputedSlideSize,\n\t\tsetCurrentScrollPage,\n\n\t\t// Returns the current scale of the presentation content\n\t\tgetScale: () => scale,\n\n\t\t// Returns the current configuration object\n\t\tgetConfig: () => config,\n\n\t\t// Helper method, retrieves query string as a key:value map\n\t\tgetQueryHash: Util.getQueryHash,\n\n\t\t// Returns the path to the current slide as represented in the URL\n\t\tgetSlidePath: location.getHash.bind( location ),\n\n\t\t// Returns reveal.js DOM elements\n\t\tgetRevealElement: () => revealElement,\n\t\tgetSlidesElement: () => dom.slides,\n\t\tgetViewportElement: () => dom.viewport,\n\t\tgetBackgroundsElement: () => backgrounds.element,\n\n\t\t// API for registering and retrieving plugins\n\t\tregisterPlugin: plugins.registerPlugin.bind( plugins ),\n\t\thasPlugin: plugins.hasPlugin.bind( plugins ),\n\t\tgetPlugin: plugins.getPlugin.bind( plugins ),\n\t\tgetPlugins: plugins.getRegisteredPlugins.bind( plugins )\n\n\t};\n\n\t// Our internal API which controllers have access to\n\tUtil.extend( Reveal, {\n\t\t...API,\n\n\t\t// Methods for announcing content to screen readers\n\t\tannounceStatus,\n\t\tgetStatusText,\n\n\t\t// Controllers\n\t\tfocus,\n\t\tscroll: scrollView,\n\t\tprogress,\n\t\tcontrols,\n\t\tlocation,\n\t\toverview,\n\t\tfragments,\n\t\tbackgrounds,\n\t\tslideContent,\n\t\tslideNumber,\n\n\t\tonUserInput,\n\t\tcloseOverlay,\n\t\tupdateSlidesVisibility,\n\t\tlayoutSlideContents,\n\t\ttransformSlides,\n\t\tcueAutoSlide,\n\t\tcancelAutoSlide\n\t} );\n\n\treturn API;\n\n};\n","import Deck, { VERSION } from './reveal.js'\n\n/**\n * Expose the Reveal class to the window. To create a\n * new instance:\n * let deck = new Reveal( document.querySelector( '.reveal' ), {\n *   controls: false\n * } );\n * deck.initialize().then(() => {\n *   // reveal.js is ready\n * });\n */\nlet Reveal = Deck;\n\n\n/**\n * The below is a thin shell that mimics the pre 4.0\n * reveal.js API and ensures backwards compatibility.\n * This API only allows for one Reveal instance per\n * page, whereas the new API above lets you run many\n * presentations on the same page.\n *\n * Reveal.initialize( { controls: false } ).then(() => {\n *   // reveal.js is ready\n * });\n */\n\nlet enqueuedAPICalls = [];\n\nReveal.initialize = options => {\n\n\t// Create our singleton reveal.js instance\n\tObject.assign( Reveal, new Deck( document.querySelector( '.reveal' ), options ) );\n\n\t// Invoke any enqueued API calls\n\tenqueuedAPICalls.map( method => method( Reveal ) );\n\n\treturn Reveal.initialize();\n\n}\n\n/**\n * The pre 4.0 API let you add event listener before\n * initializing. 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diff --git a/src/_site/site_libs/revealjs/dist/reveal.js b/src/_site/site_libs/revealjs/dist/reveal.js
new file mode 100644
index 0000000000000000000000000000000000000000..2812b62b050371bd512cf6936f61d964015a5f0f
--- /dev/null
+++ b/src/_site/site_libs/revealjs/dist/reveal.js
@@ -0,0 +1,9 @@
+/*!
+* reveal.js 5.1.0
+* https://revealjs.com
+* MIT licensed
+*
+* Copyright (C) 2011-2024 Hakim El Hattab, https://hakim.se
+*/
+!function(e,t){"object"==typeof exports&&"undefined"!=typeof module?module.exports=t():"function"==typeof define&&define.amd?define(t):(e="undefined"!=typeof globalThis?globalThis:e||self).Reveal=t()}(this,(function(){"use strict";const e=(e,t)=>{for(let i in t)e[i]=t[i];return e},t=(e,t)=>Array.from(e.querySelectorAll(t)),i=(e,t,i)=>{i?e.classList.add(t):e.classList.remove(t)},s=e=>{if("string"==typeof e){if("null"===e)return null;if("true"===e)return!0;if("false"===e)return!1;if(e.match(/^-?[\d\.]+$/))return parseFloat(e)}return e},a=(e,t)=>{e.style.transform=t},n=(e,t)=>{let i=e.matches||e.matchesSelector||e.msMatchesSelector;return!(!i||!i.call(e,t))},r=(e,t)=>{if("function"==typeof e.closest)return e.closest(t);for(;e;){if(n(e,t))return e;e=e.parentNode}return null},o=e=>{let t=(e=e||document.documentElement).requestFullscreen||e.webkitRequestFullscreen||e.webkitRequestFullScreen||e.mozRequestFullScreen||e.msRequestFullscreen;t&&t.apply(e)},l=e=>{let 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n=this.getContrastClass(e);"string"==typeof n&&e.classList.add(n)}getContrastClass(e){const t=e.slideBackgroundElement;let i=e.getAttribute("data-background-color");if(!i||!A(i)){let e=window.getComputedStyle(t);e&&e.backgroundColor&&(i=e.backgroundColor)}if(i){const e=A(i);if(e&&0!==e.a)return"string"==typeof(s=i)&&(s=A(s)),(s?(299*s.r+587*s.g+114*s.b)/1e3:null)<128?"has-dark-background":"has-light-background"}var s;return null}bubbleSlideContrastClassToElement(e,t){["has-light-background","has-dark-background"].forEach((i=>{e.classList.contains(i)?t.classList.add(i):t.classList.remove(i)}),this)}update(e=!1){let i=this.Reveal.getConfig(),s=this.Reveal.getCurrentSlide(),a=this.Reveal.getIndices(),n=null,r=i.rtl?"future":"past",o=i.rtl?"past":"future";if(Array.from(this.element.childNodes).forEach(((i,s)=>{i.classList.remove("past","present","future"),s<a.h?i.classList.add(r):s>a.h?i.classList.add(o):(i.classList.add("present"),n=i),(e||s===a.h)&&t(i,".slide-background").forEach(((e,t)=>{e.classList.remove("past","present","future");const i="number"==typeof a.v?a.v:0;t<i?e.classList.add("past"):t>i?e.classList.add("future"):(e.classList.add("present"),s===a.h&&(n=e))}))})),this.previousBackground&&!this.previousBackground.closest("body")&&(this.previousBackground=null),n&&this.previousBackground){let e=this.previousBackground.getAttribute("data-background-hash"),t=n.getAttribute("data-background-hash");if(t&&t===e&&n!==this.previousBackground){this.element.classList.add("no-transition");const e=n.querySelector("video"),t=this.previousBackground.querySelector("video");if(e&&t){const i=e.parentNode;t.parentNode.appendChild(e),i.appendChild(t)}}}if(this.previousBackground&&this.Reveal.slideContent.stopEmbeddedContent(this.previousBackground,{unloadIframes:!this.Reveal.slideContent.shouldPreload(this.previousBackground)}),n){this.Reveal.slideContent.startEmbeddedContent(n);let e=n.querySelector(".slide-background-content");if(e){let t=e.style.backgroundImage||"";/\.gif/i.test(t)&&(e.style.backgroundImage="",window.getComputedStyle(e).opacity,e.style.backgroundImage=t)}this.previousBackground=n}s&&this.bubbleSlideContrastClassToElement(s,this.Reveal.getRevealElement()),setTimeout((()=>{this.element.classList.remove("no-transition")}),10)}updateParallax(){let e=this.Reveal.getIndices();if(this.Reveal.getConfig().parallaxBackgroundImage){let t,i,s=this.Reveal.getHorizontalSlides(),a=this.Reveal.getVerticalSlides(),n=this.element.style.backgroundSize.split(" ");1===n.length?t=i=parseInt(n[0],10):(t=parseInt(n[0],10),i=parseInt(n[1],10));let r,o,l=this.element.offsetWidth,d=s.length;r="number"==typeof this.Reveal.getConfig().parallaxBackgroundHorizontal?this.Reveal.getConfig().parallaxBackgroundHorizontal:d>1?(t-l)/(d-1):0,o=r*e.h*-1;let c,h,u=this.element.offsetHeight,g=a.length;c="number"==typeof this.Reveal.getConfig().parallaxBackgroundVertical?this.Reveal.getConfig().parallaxBackgroundVertical:(i-u)/(g-1),h=g>0?c*e.v:0,this.element.style.backgroundPosition=o+"px "+-h+"px"}}destroy(){this.element.remove()}}let k=0;class L{constructor(e){this.Reveal=e}run(e,t){this.reset();let i=this.Reveal.getSlides(),s=i.indexOf(t),a=i.indexOf(e);if(e&&t&&e.hasAttribute("data-auto-animate")&&t.hasAttribute("data-auto-animate")&&e.getAttribute("data-auto-animate-id")===t.getAttribute("data-auto-animate-id")&&!(s>a?t:e).hasAttribute("data-auto-animate-restart")){this.autoAnimateStyleSheet=this.autoAnimateStyleSheet||l();let i=this.getAutoAnimateOptions(t);e.dataset.autoAnimate="pending",t.dataset.autoAnimate="pending",i.slideDirection=s>a?"forward":"backward";let n="none"===e.style.display;n&&(e.style.display=this.Reveal.getConfig().display);let r=this.getAutoAnimatableElements(e,t).map((e=>this.autoAnimateElements(e.from,e.to,e.options||{},i,k++)));if(n&&(e.style.display="none"),"false"!==t.dataset.autoAnimateUnmatched&&!0===this.Reveal.getConfig().autoAnimateUnmatched){let e=.8*i.duration,s=.2*i.duration;this.getUnmatchedAutoAnimateElements(t).forEach((e=>{let t=this.getAutoAnimateOptions(e,i),s="unmatched";t.duration===i.duration&&t.delay===i.delay||(s="unmatched-"+k++,r.push(`[data-auto-animate="running"] [data-auto-animate-target="${s}"] { transition: opacity ${t.duration}s ease ${t.delay}s; }`)),e.dataset.autoAnimateTarget=s}),this),r.push(`[data-auto-animate="running"] [data-auto-animate-target="unmatched"] { transition: opacity ${e}s ease ${s}s; }`)}this.autoAnimateStyleSheet.innerHTML=r.join(""),requestAnimationFrame((()=>{this.autoAnimateStyleSheet&&(getComputedStyle(this.autoAnimateStyleSheet).fontWeight,t.dataset.autoAnimate="running")})),this.Reveal.dispatchEvent({type:"autoanimate",data:{fromSlide:e,toSlide:t,sheet:this.autoAnimateStyleSheet}})}}reset(){t(this.Reveal.getRevealElement(),'[data-auto-animate]:not([data-auto-animate=""])').forEach((e=>{e.dataset.autoAnimate=""})),t(this.Reveal.getRevealElement(),"[data-auto-animate-target]").forEach((e=>{delete e.dataset.autoAnimateTarget})),this.autoAnimateStyleSheet&&this.autoAnimateStyleSheet.parentNode&&(this.autoAnimateStyleSheet.parentNode.removeChild(this.autoAnimateStyleSheet),this.autoAnimateStyleSheet=null)}autoAnimateElements(e,t,i,s,a){e.dataset.autoAnimateTarget="",t.dataset.autoAnimateTarget=a;let n=this.getAutoAnimateOptions(t,s);void 0!==i.delay&&(n.delay=i.delay),void 0!==i.duration&&(n.duration=i.duration),void 0!==i.easing&&(n.easing=i.easing);let r=this.getAutoAnimatableProperties("from",e,i),o=this.getAutoAnimatableProperties("to",t,i);if(t.classList.contains("fragment")&&(delete o.styles.opacity,e.classList.contains("fragment"))){(e.className.match(w)||[""])[0]===(t.className.match(w)||[""])[0]&&"forward"===s.slideDirection&&t.classList.add("visible","disabled")}if(!1!==i.translate||!1!==i.scale){let e=this.Reveal.getScale(),t={x:(r.x-o.x)/e,y:(r.y-o.y)/e,scaleX:r.width/o.width,scaleY:r.height/o.height};t.x=Math.round(1e3*t.x)/1e3,t.y=Math.round(1e3*t.y)/1e3,t.scaleX=Math.round(1e3*t.scaleX)/1e3,t.scaleX=Math.round(1e3*t.scaleX)/1e3;let s=!1!==i.translate&&(0!==t.x||0!==t.y),a=!1!==i.scale&&(0!==t.scaleX||0!==t.scaleY);if(s||a){let e=[];s&&e.push(`translate(${t.x}px, ${t.y}px)`),a&&e.push(`scale(${t.scaleX}, ${t.scaleY})`),r.styles.transform=e.join(" "),r.styles["transform-origin"]="top left",o.styles.transform="none"}}for(let e in o.styles){const t=o.styles[e],i=r.styles[e];t===i?delete o.styles[e]:(!0===t.explicitValue&&(o.styles[e]=t.value),!0===i.explicitValue&&(r.styles[e]=i.value))}let l="",d=Object.keys(o.styles);if(d.length>0){r.styles.transition="none",o.styles.transition=`all ${n.duration}s ${n.easing} ${n.delay}s`,o.styles["transition-property"]=d.join(", "),o.styles["will-change"]=d.join(", "),l='[data-auto-animate-target="'+a+'"] {'+Object.keys(r.styles).map((e=>e+": "+r.styles[e]+" !important;")).join("")+'}[data-auto-animate="running"] [data-auto-animate-target="'+a+'"] {'+Object.keys(o.styles).map((e=>e+": "+o.styles[e]+" !important;")).join("")+"}"}return l}getAutoAnimateOptions(t,i){let s={easing:this.Reveal.getConfig().autoAnimateEasing,duration:this.Reveal.getConfig().autoAnimateDuration,delay:0};if(s=e(s,i),t.parentNode){let e=r(t.parentNode,"[data-auto-animate-target]");e&&(s=this.getAutoAnimateOptions(e,s))}return t.dataset.autoAnimateEasing&&(s.easing=t.dataset.autoAnimateEasing),t.dataset.autoAnimateDuration&&(s.duration=parseFloat(t.dataset.autoAnimateDuration)),t.dataset.autoAnimateDelay&&(s.delay=parseFloat(t.dataset.autoAnimateDelay)),s}getAutoAnimatableProperties(e,t,i){let s=this.Reveal.getConfig(),a={styles:[]};if(!1!==i.translate||!1!==i.scale){let e;if("function"==typeof i.measure)e=i.measure(t);else if(s.center)e=t.getBoundingClientRect();else{let i=this.Reveal.getScale();e={x:t.offsetLeft*i,y:t.offsetTop*i,width:t.offsetWidth*i,height:t.offsetHeight*i}}a.x=e.x,a.y=e.y,a.width=e.width,a.height=e.height}const n=getComputedStyle(t);return(i.styles||s.autoAnimateStyles).forEach((t=>{let i;"string"==typeof t&&(t={property:t}),void 0!==t.from&&"from"===e?i={value:t.from,explicitValue:!0}:void 0!==t.to&&"to"===e?i={value:t.to,explicitValue:!0}:("line-height"===t.property&&(i=parseFloat(n["line-height"])/parseFloat(n["font-size"])),isNaN(i)&&(i=n[t.property])),""!==i&&(a.styles[t.property]=i)})),a}getAutoAnimatableElements(e,t){let i=("function"==typeof this.Reveal.getConfig().autoAnimateMatcher?this.Reveal.getConfig().autoAnimateMatcher:this.getAutoAnimatePairs).call(this,e,t),s=[];return i.filter(((e,t)=>{if(-1===s.indexOf(e.to))return s.push(e.to),!0}))}getAutoAnimatePairs(e,t){let i=[];const s="h1, h2, h3, h4, h5, h6, p, li";return this.findAutoAnimateMatches(i,e,t,"[data-id]",(e=>e.nodeName+":::"+e.getAttribute("data-id"))),this.findAutoAnimateMatches(i,e,t,s,(e=>e.nodeName+":::"+e.innerText)),this.findAutoAnimateMatches(i,e,t,"img, video, iframe",(e=>e.nodeName+":::"+(e.getAttribute("src")||e.getAttribute("data-src")))),this.findAutoAnimateMatches(i,e,t,"pre",(e=>e.nodeName+":::"+e.innerText)),i.forEach((e=>{n(e.from,s)?e.options={scale:!1}:n(e.from,"pre")&&(e.options={scale:!1,styles:["width","height"]},this.findAutoAnimateMatches(i,e.from,e.to,".hljs .hljs-ln-code",(e=>e.textContent),{scale:!1,styles:[],measure:this.getLocalBoundingBox.bind(this)}),this.findAutoAnimateMatches(i,e.from,e.to,".hljs .hljs-ln-numbers[data-line-number]",(e=>e.getAttribute("data-line-number")),{scale:!1,styles:["width"],measure:this.getLocalBoundingBox.bind(this)}))}),this),i}getLocalBoundingBox(e){const t=this.Reveal.getScale();return{x:Math.round(e.offsetLeft*t*100)/100,y:Math.round(e.offsetTop*t*100)/100,width:Math.round(e.offsetWidth*t*100)/100,height:Math.round(e.offsetHeight*t*100)/100}}findAutoAnimateMatches(e,t,i,s,a,n){let r={},o={};[].slice.call(t.querySelectorAll(s)).forEach(((e,t)=>{const i=a(e);"string"==typeof i&&i.length&&(r[i]=r[i]||[],r[i].push(e))})),[].slice.call(i.querySelectorAll(s)).forEach(((t,i)=>{const s=a(t);let l;if(o[s]=o[s]||[],o[s].push(t),r[s]){const e=o[s].length-1,t=r[s].length-1;r[s][e]?(l=r[s][e],r[s][e]=null):r[s][t]&&(l=r[s][t],r[s][t]=null)}l&&e.push({from:l,to:t,options:n})}))}getUnmatchedAutoAnimateElements(e){return[].slice.call(e.children).reduce(((e,t)=>{const i=t.querySelector("[data-auto-animate-target]");return t.hasAttribute("data-auto-animate-target")||i||e.push(t),t.querySelector("[data-auto-animate-target]")&&(e=e.concat(this.getUnmatchedAutoAnimateElements(t))),e}),[])}}class C{constructor(e){this.Reveal=e,this.active=!1,this.activatedCallbacks=[],this.onScroll=this.onScroll.bind(this)}activate(){if(this.active)return;const e=this.Reveal.getState();this.active=!0,this.slideHTMLBeforeActivation=this.Reveal.getSlidesElement().innerHTML;const i=t(this.Reveal.getRevealElement(),f),s=t(this.Reveal.getRevealElement(),".backgrounds>.slide-background");let a;this.viewportElement.classList.add("loading-scroll-mode","reveal-scroll");const n=window.getComputedStyle(this.viewportElement);n&&n.background&&(a=n.background);const r=[],o=i[0].parentNode;let l;const d=(e,t,i,n)=>{let o;if(l&&this.Reveal.shouldAutoAnimateBetween(l,e))o=document.createElement("div"),o.className="scroll-page-content scroll-auto-animate-page",o.style.display="none",l.closest(".scroll-page-content").parentNode.appendChild(o);else{const e=document.createElement("div");if(e.className="scroll-page",r.push(e),n&&s.length>t){const i=s[t],n=window.getComputedStyle(i);n&&n.background?e.style.background=n.background:a&&(e.style.background=a)}else a&&(e.style.background=a);const i=document.createElement("div");i.className="scroll-page-sticky",e.appendChild(i),o=document.createElement("div"),o.className="scroll-page-content",i.appendChild(o)}o.appendChild(e),e.classList.remove("past","future"),e.setAttribute("data-index-h",t),e.setAttribute("data-index-v",i),e.slideBackgroundElement&&(e.slideBackgroundElement.remove("past","future"),o.insertBefore(e.slideBackgroundElement,e)),l=e};i.forEach(((e,t)=>{this.Reveal.isVerticalStack(e)?e.querySelectorAll("section").forEach(((e,i)=>{d(e,t,i,!0)})):d(e,t,0)}),this),this.createProgressBar(),t(this.Reveal.getRevealElement(),".stack").forEach((e=>e.remove())),r.forEach((e=>o.appendChild(e))),this.Reveal.slideContent.layout(this.Reveal.getSlidesElement()),this.Reveal.layout(),this.Reveal.setState(e),this.activatedCallbacks.forEach((e=>e())),this.activatedCallbacks=[],this.restoreScrollPosition(),this.viewportElement.classList.remove("loading-scroll-mode"),this.viewportElement.addEventListener("scroll",this.onScroll,{passive:!0})}deactivate(){if(!this.active)return;const e=this.Reveal.getState();this.active=!1,this.viewportElement.removeEventListener("scroll",this.onScroll),this.viewportElement.classList.remove("reveal-scroll"),this.removeProgressBar(),this.Reveal.getSlidesElement().innerHTML=this.slideHTMLBeforeActivation,this.Reveal.sync(),this.Reveal.setState(e),this.slideHTMLBeforeActivation=null}toggle(e){"boolean"==typeof e?e?this.activate():this.deactivate():this.isActive()?this.deactivate():this.activate()}isActive(){return this.active}createProgressBar(){this.progressBar=document.createElement("div"),this.progressBar.className="scrollbar",this.progressBarInner=document.createElement("div"),this.progressBarInner.className="scrollbar-inner",this.progressBar.appendChild(this.progressBarInner),this.progressBarPlayhead=document.createElement("div"),this.progressBarPlayhead.className="scrollbar-playhead",this.progressBarInner.appendChild(this.progressBarPlayhead),this.viewportElement.insertBefore(this.progressBar,this.viewportElement.firstChild);const e=e=>{let t=(e.clientY-this.progressBarInner.getBoundingClientRect().top)/this.progressBarHeight;t=Math.max(Math.min(t,1),0),this.viewportElement.scrollTop=t*(this.viewportElement.scrollHeight-this.viewportElement.offsetHeight)},t=i=>{this.draggingProgressBar=!1,this.showProgressBar(),document.removeEventListener("mousemove",e),document.removeEventListener("mouseup",t)};this.progressBarInner.addEventListener("mousedown",(i=>{i.preventDefault(),this.draggingProgressBar=!0,document.addEventListener("mousemove",e),document.addEventListener("mouseup",t),e(i)}))}removeProgressBar(){this.progressBar&&(this.progressBar.remove(),this.progressBar=null)}layout(){this.isActive()&&(this.syncPages(),this.syncScrollPosition())}syncPages(){const e=this.Reveal.getConfig(),t=this.Reveal.getComputedSlideSize(window.innerWidth,window.innerHeight),i=this.Reveal.getScale(),s="compact"===e.scrollLayout,a=this.viewportElement.offsetHeight,n=t.height*i,r=s?n:a;this.scrollTriggerHeight=s?n:a,this.viewportElement.style.setProperty("--page-height",r+"px"),this.viewportElement.style.scrollSnapType="string"==typeof e.scrollSnap?`y ${e.scrollSnap}`:"",this.slideTriggers=[];const o=Array.from(this.Reveal.getRevealElement().querySelectorAll(".scroll-page"));this.pages=o.map((i=>{const n=this.createPage({pageElement:i,slideElement:i.querySelector("section"),stickyElement:i.querySelector(".scroll-page-sticky"),contentElement:i.querySelector(".scroll-page-content"),backgroundElement:i.querySelector(".slide-background"),autoAnimateElements:i.querySelectorAll(".scroll-auto-animate-page"),autoAnimatePages:[]});n.pageElement.style.setProperty("--slide-height",!0===e.center?"auto":t.height+"px"),this.slideTriggers.push({page:n,activate:()=>this.activatePage(n),deactivate:()=>this.deactivatePage(n)}),this.createFragmentTriggersForPage(n),n.autoAnimateElements.length>0&&this.createAutoAnimateTriggersForPage(n);let o=Math.max(n.scrollTriggers.length-1,0);o+=n.autoAnimatePages.reduce(((e,t)=>e+Math.max(t.scrollTriggers.length-1,0)),n.autoAnimatePages.length),n.pageElement.querySelectorAll(".scroll-snap-point").forEach((e=>e.remove()));for(let e=0;e<o+1;e++){const t=document.createElement("div");t.className="scroll-snap-point",t.style.height=this.scrollTriggerHeight+"px",t.style.scrollSnapAlign=s?"center":"start",n.pageElement.appendChild(t),0===e&&(t.style.marginTop=-this.scrollTriggerHeight+"px")}return s&&n.scrollTriggers.length>0?(n.pageHeight=a,n.pageElement.style.setProperty("--page-height",a+"px")):(n.pageHeight=r,n.pageElement.style.removeProperty("--page-height")),n.scrollPadding=this.scrollTriggerHeight*o,n.totalHeight=n.pageHeight+n.scrollPadding,n.pageElement.style.setProperty("--page-scroll-padding",n.scrollPadding+"px"),o>0?(n.stickyElement.style.position="sticky",n.stickyElement.style.top=Math.max((a-n.pageHeight)/2,0)+"px"):(n.stickyElement.style.position="relative",n.pageElement.style.scrollSnapAlign=n.pageHeight<a?"center":"start"),n})),this.setTriggerRanges(),this.viewportElement.setAttribute("data-scrollbar",e.scrollProgress),e.scrollProgress&&this.totalScrollTriggerCount>1?(this.progressBar||this.createProgressBar(),this.syncProgressBar()):this.removeProgressBar()}setTriggerRanges(){this.totalScrollTriggerCount=this.slideTriggers.reduce(((e,t)=>e+Math.max(t.page.scrollTriggers.length,1)),0);let e=0;this.slideTriggers.forEach(((t,i)=>{t.range=[e,e+Math.max(t.page.scrollTriggers.length,1)/this.totalScrollTriggerCount];const s=(t.range[1]-t.range[0])/t.page.scrollTriggers.length;t.page.scrollTriggers.forEach(((t,i)=>{t.range=[e+i*s,e+(i+1)*s]})),e=t.range[1]}))}createFragmentTriggersForPage(e,t){t=t||e.slideElement;const i=this.Reveal.fragments.sort(t.querySelectorAll(".fragment"),!0);return i.length&&(e.fragments=this.Reveal.fragments.sort(t.querySelectorAll(".fragment:not(.disabled)")),e.scrollTriggers.push({activate:()=>{this.Reveal.fragments.update(-1,e.fragments,t)}}),i.forEach(((i,s)=>{e.scrollTriggers.push({activate:()=>{this.Reveal.fragments.update(s,e.fragments,t)}})}))),e.scrollTriggers.length}createAutoAnimateTriggersForPage(e){e.autoAnimateElements.length>0&&this.slideTriggers.push(...Array.from(e.autoAnimateElements).map(((t,i)=>{let s=this.createPage({slideElement:t.querySelector("section"),contentElement:t,backgroundElement:t.querySelector(".slide-background")});return this.createFragmentTriggersForPage(s,s.slideElement),e.autoAnimatePages.push(s),{page:s,activate:()=>this.activatePage(s),deactivate:()=>this.deactivatePage(s)}})))}createPage(e){return e.scrollTriggers=[],e.indexh=parseInt(e.slideElement.getAttribute("data-index-h"),10),e.indexv=parseInt(e.slideElement.getAttribute("data-index-v"),10),e}syncProgressBar(){this.progressBarInner.querySelectorAll(".scrollbar-slide").forEach((e=>e.remove()));const e=this.viewportElement.scrollHeight,t=this.viewportElement.offsetHeight,i=t/e;this.progressBarHeight=this.progressBarInner.offsetHeight,this.playheadHeight=Math.max(i*this.progressBarHeight,8),this.progressBarScrollableHeight=this.progressBarHeight-this.playheadHeight;const s=t/e*this.progressBarHeight,a=Math.min(s/8,4);this.progressBarPlayhead.style.height=this.playheadHeight-a+"px",s>6?this.slideTriggers.forEach((e=>{const{page:t}=e;t.progressBarSlide=document.createElement("div"),t.progressBarSlide.className="scrollbar-slide",t.progressBarSlide.style.top=e.range[0]*this.progressBarHeight+"px",t.progressBarSlide.style.height=(e.range[1]-e.range[0])*this.progressBarHeight-a+"px",t.progressBarSlide.classList.toggle("has-triggers",t.scrollTriggers.length>0),this.progressBarInner.appendChild(t.progressBarSlide),t.scrollTriggerElements=t.scrollTriggers.map(((i,s)=>{const n=document.createElement("div");return n.className="scrollbar-trigger",n.style.top=(i.range[0]-e.range[0])*this.progressBarHeight+"px",n.style.height=(i.range[1]-i.range[0])*this.progressBarHeight-a+"px",t.progressBarSlide.appendChild(n),0===s&&(n.style.display="none"),n}))})):this.pages.forEach((e=>e.progressBarSlide=null))}syncScrollPosition(){const e=this.viewportElement.offsetHeight,t=e/this.viewportElement.scrollHeight,i=this.viewportElement.scrollTop,s=this.viewportElement.scrollHeight-e,a=Math.max(Math.min(i/s,1),0),n=Math.max(Math.min((i+e/2)/this.viewportElement.scrollHeight,1),0);let r;this.slideTriggers.forEach((e=>{const{page:i}=e;a>=e.range[0]-2*t&&a<=e.range[1]+2*t&&!i.loaded?(i.loaded=!0,this.Reveal.slideContent.load(i.slideElement)):i.loaded&&(i.loaded=!1,this.Reveal.slideContent.unload(i.slideElement)),a>=e.range[0]&&a<=e.range[1]?(this.activateTrigger(e),r=e.page):e.active&&this.deactivateTrigger(e)})),r&&r.scrollTriggers.forEach((e=>{n>=e.range[0]&&n<=e.range[1]?this.activateTrigger(e):e.active&&this.deactivateTrigger(e)})),this.setProgressBarValue(i/(this.viewportElement.scrollHeight-e))}setProgressBarValue(e){this.progressBar&&(this.progressBarPlayhead.style.transform=`translateY(${e*this.progressBarScrollableHeight}px)`,this.getAllPages().filter((e=>e.progressBarSlide)).forEach((e=>{e.progressBarSlide.classList.toggle("active",!0===e.active),e.scrollTriggers.forEach(((t,i)=>{e.scrollTriggerElements[i].classList.toggle("active",!0===e.active&&!0===t.active)}))})),this.showProgressBar())}showProgressBar(){this.progressBar.classList.add("visible"),clearTimeout(this.hideProgressBarTimeout),"auto"!==this.Reveal.getConfig().scrollProgress||this.draggingProgressBar||(this.hideProgressBarTimeout=setTimeout((()=>{this.progressBar&&this.progressBar.classList.remove("visible")}),500))}prev(){this.viewportElement.scrollTop-=this.scrollTriggerHeight}next(){this.viewportElement.scrollTop+=this.scrollTriggerHeight}scrollToSlide(e){if(this.active){const t=this.getScrollTriggerBySlide(e);t&&(this.viewportElement.scrollTop=t.range[0]*(this.viewportElement.scrollHeight-this.viewportElement.offsetHeight))}else this.activatedCallbacks.push((()=>this.scrollToSlide(e)))}storeScrollPosition(){clearTimeout(this.storeScrollPositionTimeout),this.storeScrollPositionTimeout=setTimeout((()=>{sessionStorage.setItem("reveal-scroll-top",this.viewportElement.scrollTop),sessionStorage.setItem("reveal-scroll-origin",location.origin+location.pathname),this.storeScrollPositionTimeout=null}),50)}restoreScrollPosition(){const 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i=this.getAllPages().find((i=>i.indexh===e&&i.indexv===t));return i?i.slideElement:null}getScrollTriggerBySlide(e){return this.slideTriggers.find((t=>t.page.slideElement===e))}getAllPages(){return this.pages.flatMap((e=>[e,...e.autoAnimatePages||[]]))}onScroll(){this.syncScrollPosition(),this.storeScrollPosition()}get viewportElement(){return this.Reveal.getViewportElement()}}class x{constructor(e){this.Reveal=e}async activate(){const e=this.Reveal.getConfig(),i=t(this.Reveal.getRevealElement(),m),s=e.slideNumber&&/all|print/i.test(e.showSlideNumber),a=this.Reveal.getComputedSlideSize(window.innerWidth,window.innerHeight),n=Math.floor(a.width*(1+e.margin)),r=Math.floor(a.height*(1+e.margin)),o=a.width,d=a.height;await new Promise(requestAnimationFrame),l("@page{size:"+n+"px "+r+"px; margin: 0px;}"),l(".reveal section>img, .reveal section>video, .reveal section>iframe{max-width: "+o+"px; 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f=document.createElement("div");if(g.push(f),f.className="pdf-page",f.style.height=(r+e.pdfPageHeightOffset)*m+"px",h&&(f.style.background=h),f.appendChild(i),i.style.left=l+"px",i.style.top=c+"px",i.style.width=o+"px",this.Reveal.slideContent.layout(i),i.slideBackgroundElement&&f.insertBefore(i.slideBackgroundElement,i),e.showNotes){const t=this.Reveal.getSlideNotes(i);if(t){const i=8,s="string"==typeof e.showNotes?e.showNotes:"inline",a=document.createElement("div");a.classList.add("speaker-notes"),a.classList.add("speaker-notes-pdf"),a.setAttribute("data-layout",s),a.innerHTML=t,"separate-page"===s?g.push(a):(a.style.left=i+"px",a.style.bottom=i+"px",a.style.width=n-2*i+"px",f.appendChild(a))}}if(s){const e=document.createElement("div");e.classList.add("slide-number"),e.classList.add("slide-number-pdf"),e.innerHTML=v++,f.appendChild(e)}if(e.pdfSeparateFragments){const e=this.Reveal.fragments.sort(f.querySelectorAll(".fragment"),!0);let t;e.forEach((function(e,i){t&&t.forEach((function(e){e.classList.remove("current-fragment")})),e.forEach((function(e){e.classList.add("visible","current-fragment")}),this);const a=f.cloneNode(!0);if(s){const e=i+1;a.querySelector(".slide-number-pdf").innerHTML+="."+e}g.push(a),t=e}),this),e.forEach((function(e){e.forEach((function(e){e.classList.remove("visible","current-fragment")}))}))}else t(f,".fragment:not(.fade-out)").forEach((function(e){e.classList.add("visible")}))}}),this),await new Promise(requestAnimationFrame),g.forEach((e=>p.appendChild(e))),this.Reveal.slideContent.layout(this.Reveal.getSlidesElement()),this.Reveal.dispatchEvent({type:"pdf-ready"}),c.classList.remove("loading-scroll-mode")}isActive(){return"print"===this.Reveal.getConfig().view}}class 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this.sort(e.querySelectorAll(".fragment"))}goto(e,t=0){let i=this.Reveal.getCurrentSlide();if(i&&this.Reveal.getConfig().fragments){let s=this.sort(i.querySelectorAll(".fragment:not(.disabled)"));if(s.length){if("number"!=typeof e){let t=this.sort(i.querySelectorAll(".fragment:not(.disabled).visible")).pop();e=t?parseInt(t.getAttribute("data-fragment-index")||0,10):-1}e+=t;let a=this.update(e,s);return this.Reveal.controls.update(),this.Reveal.progress.update(),this.Reveal.getConfig().fragmentInURL&&this.Reveal.location.writeURL(),!(!a.shown.length&&!a.hidden.length)}}return!1}next(){return this.goto(null,1)}prev(){return this.goto(null,-1)}}class T{constructor(e){this.Reveal=e,this.active=!1,this.onSlideClicked=this.onSlideClicked.bind(this)}activate(){if(this.Reveal.getConfig().overview&&!this.Reveal.isScrollView()&&!this.isActive()){this.active=!0,this.Reveal.getRevealElement().classList.add("overview"),this.Reveal.cancelAutoSlide(),this.Reveal.getSlidesElement().appendChild(this.Reveal.getBackgroundsElement()),t(this.Reveal.getRevealElement(),m).forEach((e=>{e.classList.contains("stack")||e.addEventListener("click",this.onSlideClicked,!0)}));const e=70,i=this.Reveal.getComputedSlideSize();this.overviewSlideWidth=i.width+e,this.overviewSlideHeight=i.height+e,this.Reveal.getConfig().rtl&&(this.overviewSlideWidth=-this.overviewSlideWidth),this.Reveal.updateSlidesVisibility(),this.layout(),this.update(),this.Reveal.layout();const 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M{MAX_REPLACE_STATE_FREQUENCY=1e3;constructor(e){this.Reveal=e,this.writeURLTimeout=0,this.replaceStateTimestamp=0,this.onWindowHashChange=this.onWindowHashChange.bind(this)}bind(){window.addEventListener("hashchange",this.onWindowHashChange,!1)}unbind(){window.removeEventListener("hashchange",this.onWindowHashChange,!1)}getIndicesFromHash(e=window.location.hash,t={}){let i=e.replace(/^#\/?/,""),s=i.split("/");if(/^[0-9]*$/.test(s[0])||!i.length){const e=this.Reveal.getConfig();let i,a=e.hashOneBasedIndex||t.oneBasedIndex?1:0,n=parseInt(s[0],10)-a||0,r=parseInt(s[1],10)-a||0;return e.fragmentInURL&&(i=parseInt(s[2],10),isNaN(i)&&(i=void 0)),{h:n,v:r,f:i}}{let e,t;/\/[-\d]+$/g.test(i)&&(t=parseInt(i.split("/").pop(),10),t=isNaN(t)?void 0:t,i=i.split("/").shift());try{e=document.getElementById(decodeURIComponent(i)).closest(".slides section")}catch(e){}if(e)return{...this.Reveal.getIndices(e),f:t}}return null}readURL(){const 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a=this.Reveal.getIndices(e);if(this.Reveal.getConfig().fragmentInURL||(a.f=void 0),"string"==typeof s&&s.length)t="/"+s,a.f>=0&&(t+="/"+a.f);else{let e=this.Reveal.getConfig().hashOneBasedIndex?1:0;(a.h>0||a.v>0||a.f>=0)&&(t+=a.h+e),(a.v>0||a.f>=0)&&(t+="/"+(a.v+e)),a.f>=0&&(t+="/"+a.f)}return t}onWindowHashChange(e){this.readURL()}}class I{constructor(e){this.Reveal=e,this.onNavigateLeftClicked=this.onNavigateLeftClicked.bind(this),this.onNavigateRightClicked=this.onNavigateRightClicked.bind(this),this.onNavigateUpClicked=this.onNavigateUpClicked.bind(this),this.onNavigateDownClicked=this.onNavigateDownClicked.bind(this),this.onNavigatePrevClicked=this.onNavigatePrevClicked.bind(this),this.onNavigateNextClicked=this.onNavigateNextClicked.bind(this),this.onEnterFullscreen=this.onEnterFullscreen.bind(this)}render(){const 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diff --git a/src/_site/site_libs/revealjs/dist/reveal.js.map b/src/_site/site_libs/revealjs/dist/reveal.js.map
new file mode 100644
index 0000000000000000000000000000000000000000..c07d15e0b2e00e5a99557ec294d772bbbdd38e9a
--- /dev/null
+++ b/src/_site/site_libs/revealjs/dist/reveal.js.map
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i < nodes.length; i++ ) {\n\t\tlet testNode = nodes[i];\n\t\tif( testNode.parentNode === container ) {\n\t\t\treturn testNode;\n\t\t}\n\t}\n\n\t// If no node was found, create it now\n\tlet node = document.createElement( tagname );\n\tnode.className = classname;\n\tnode.innerHTML = innerHTML;\n\tcontainer.appendChild( node );\n\n\treturn node;\n\n}\n\n/**\n * Injects the given CSS styles into the DOM.\n *\n * @param {string} value\n */\nexport const createStyleSheet = ( value ) => {\n\n\tlet tag = document.createElement( 'style' );\n\ttag.type = 'text/css';\n\n\tif( value && value.length > 0 ) {\n\t\tif( tag.styleSheet ) {\n\t\t\ttag.styleSheet.cssText = value;\n\t\t}\n\t\telse {\n\t\t\ttag.appendChild( document.createTextNode( value ) );\n\t\t}\n\t}\n\n\tdocument.head.appendChild( tag );\n\n\treturn tag;\n\n}\n\n/**\n * Returns a key:value hash of all query params.\n */\nexport const getQueryHash = () => {\n\n\tlet query = {};\n\n\tlocation.search.replace( /[A-Z0-9]+?=([\\w\\.%-]*)/gi, a => {\n\t\tquery[ a.split( '=' ).shift() ] = a.split( '=' ).pop();\n\t} );\n\n\t// Basic deserialization\n\tfor( let i in query ) {\n\t\tlet value = query[ i ];\n\n\t\tquery[ i ] = deserialize( unescape( value ) );\n\t}\n\n\t// Do not accept new dependencies via query config to avoid\n\t// the potential of malicious script injection\n\tif( typeof query['dependencies'] !== 'undefined' ) delete query['dependencies'];\n\n\treturn query;\n\n}\n\n/**\n * Returns the remaining height within the parent of the\n * target element.\n *\n * remaining height = [ configured parent height ] - [ current parent height ]\n *\n * @param {HTMLElement} element\n * @param {number} [height]\n */\nexport const getRemainingHeight = ( element, height = 0 ) => {\n\n\tif( element ) {\n\t\tlet newHeight, oldHeight = element.style.height;\n\n\t\t// Change the .stretch element height to 0 in order find the height of all\n\t\t// the other elements\n\t\telement.style.height = '0px';\n\n\t\t// In Overview mode, the parent (.slide) height is set of 700px.\n\t\t// Restore it temporarily to its natural height.\n\t\telement.parentNode.style.height = 'auto';\n\n\t\tnewHeight = height - element.parentNode.offsetHeight;\n\n\t\t// Restore the old height, just in case\n\t\telement.style.height = oldHeight + 'px';\n\n\t\t// Clear the parent (.slide) height. .removeProperty works in IE9+\n\t\telement.parentNode.style.removeProperty('height');\n\n\t\treturn newHeight;\n\t}\n\n\treturn height;\n\n}\n\nconst fileExtensionToMimeMap = {\n\t'mp4': 'video/mp4',\n\t'm4a': 'video/mp4',\n\t'ogv': 'video/ogg',\n\t'mpeg': 'video/mpeg',\n\t'webm': 'video/webm'\n}\n\n/**\n * Guess the MIME type for common file formats.\n */\nexport const getMimeTypeFromFile = ( filename='' ) => {\n\treturn fileExtensionToMimeMap[filename.split('.').pop()]\n}\n\n/**\n * Encodes a string for RFC3986-compliant URL format.\n * https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/encodeURI#encoding_for_rfc3986\n *\n * @param {string} url\n */\nexport const encodeRFC3986URI = ( url='' ) => {\n\treturn encodeURI(url)\n\t  .replace(/%5B/g, \"[\")\n\t  .replace(/%5D/g, \"]\")\n\t  .replace(\n\t\t/[!'()*]/g,\n\t\t(c) => `%${c.charCodeAt(0).toString(16).toUpperCase()}`\n\t  );\n}","const UA = navigator.userAgent;\n\nexport const isMobile = /(iphone|ipod|ipad|android)/gi.test( UA ) ||\n\t\t\t\t\t\t( navigator.platform === 'MacIntel' && navigator.maxTouchPoints > 1 ); // iPadOS\n\nexport const isChrome = /chrome/i.test( UA ) && !/edge/i.test( UA );\n\nexport const isAndroid = /android/gi.test( UA );","/**\n * fitty v2.3.7 - Snugly resizes text to fit its parent container\n * Copyright (c) 2023 Rik Schennink <rik@pqina.nl> (https://pqina.nl/)\n */\n\nvar e=function(e){if(e){var t=function(e){return[].slice.call(e)},n=0,i=1,r=2,o=3,a=[],l=null,u=\"requestAnimationFrame\"in e?function(){e.cancelAnimationFrame(l),l=e.requestAnimationFrame((function(){return s(a.filter((function(e){return e.dirty&&e.active})))}))}:function(){},c=function(e){return function(){a.forEach((function(t){return t.dirty=e})),u()}},s=function(e){e.filter((function(e){return!e.styleComputed})).forEach((function(e){e.styleComputed=m(e)})),e.filter(y).forEach(v);var t=e.filter(p);t.forEach(d),t.forEach((function(e){v(e),f(e)})),t.forEach(S)},f=function(e){return e.dirty=n},d=function(e){e.availableWidth=e.element.parentNode.clientWidth,e.currentWidth=e.element.scrollWidth,e.previousFontSize=e.currentFontSize,e.currentFontSize=Math.min(Math.max(e.minSize,e.availableWidth/e.currentWidth*e.previousFontSize),e.maxSize),e.whiteSpace=e.multiLine&&e.currentFontSize===e.minSize?\"normal\":\"nowrap\"},p=function(e){return e.dirty!==r||e.dirty===r&&e.element.parentNode.clientWidth!==e.availableWidth},m=function(t){var n=e.getComputedStyle(t.element,null);return t.currentFontSize=parseFloat(n.getPropertyValue(\"font-size\")),t.display=n.getPropertyValue(\"display\"),t.whiteSpace=n.getPropertyValue(\"white-space\"),!0},y=function(e){var t=!1;return!e.preStyleTestCompleted&&(/inline-/.test(e.display)||(t=!0,e.display=\"inline-block\"),\"nowrap\"!==e.whiteSpace&&(t=!0,e.whiteSpace=\"nowrap\"),e.preStyleTestCompleted=!0,t)},v=function(e){e.element.style.whiteSpace=e.whiteSpace,e.element.style.display=e.display,e.element.style.fontSize=e.currentFontSize+\"px\"},S=function(e){e.element.dispatchEvent(new CustomEvent(\"fit\",{detail:{oldValue:e.previousFontSize,newValue:e.currentFontSize,scaleFactor:e.currentFontSize/e.previousFontSize}}))},h=function(e,t){return function(){e.dirty=t,e.active&&u()}},w=function(e){return function(){a=a.filter((function(t){return t.element!==e.element})),e.observeMutations&&e.observer.disconnect(),e.element.style.whiteSpace=e.originalStyle.whiteSpace,e.element.style.display=e.originalStyle.display,e.element.style.fontSize=e.originalStyle.fontSize}},b=function(e){return function(){e.active||(e.active=!0,u())}},z=function(e){return function(){return e.active=!1}},F=function(e){e.observeMutations&&(e.observer=new MutationObserver(h(e,i)),e.observer.observe(e.element,e.observeMutations))},g={minSize:16,maxSize:512,multiLine:!0,observeMutations:\"MutationObserver\"in e&&{subtree:!0,childList:!0,characterData:!0}},W=null,E=function(){e.clearTimeout(W),W=e.setTimeout(c(r),x.observeWindowDelay)},M=[\"resize\",\"orientationchange\"];return Object.defineProperty(x,\"observeWindow\",{set:function(t){var n=\"\".concat(t?\"add\":\"remove\",\"EventListener\");M.forEach((function(t){e[n](t,E)}))}}),x.observeWindow=!0,x.observeWindowDelay=100,x.fitAll=c(o),x}function C(e,t){var n=Object.assign({},g,t),i=e.map((function(e){var t=Object.assign({},n,{element:e,active:!0});return function(e){e.originalStyle={whiteSpace:e.element.style.whiteSpace,display:e.element.style.display,fontSize:e.element.style.fontSize},F(e),e.newbie=!0,e.dirty=!0,a.push(e)}(t),{element:e,fit:h(t,o),unfreeze:b(t),freeze:z(t),unsubscribe:w(t)}}));return u(),i}function x(e){var n=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};return\"string\"==typeof e?C(t(document.querySelectorAll(e)),n):C([e],n)[0]}}(\"undefined\"==typeof window?null:window);export default e;\n","import { extend, queryAll, closest, getMimeTypeFromFile, encodeRFC3986URI } from '../utils/util.js'\nimport { isMobile } from '../utils/device.js'\n\nimport fitty from 'fitty';\n\n/**\n * Handles loading, unloading and playback of slide\n * content such as images, videos and iframes.\n */\nexport default class SlideContent {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.startEmbeddedIframe = this.startEmbeddedIframe.bind( this );\n\n\t}\n\n\t/**\n\t * Should the given element be preloaded?\n\t * Decides based on local element attributes and global config.\n\t *\n\t * @param {HTMLElement} element\n\t */\n\tshouldPreload( element ) {\n\n\t\tif( this.Reveal.isScrollView() ) {\n\t\t\treturn true;\n\t\t}\n\n\t\t// Prefer an explicit global preload setting\n\t\tlet preload = this.Reveal.getConfig().preloadIframes;\n\n\t\t// If no global setting is available, fall back on the element's\n\t\t// own preload setting\n\t\tif( typeof preload !== 'boolean' ) {\n\t\t\tpreload = element.hasAttribute( 'data-preload' );\n\t\t}\n\n\t\treturn preload;\n\t}\n\n\t/**\n\t * Called when the given slide is within the configured view\n\t * distance. Shows the slide element and loads any content\n\t * that is set to load lazily (data-src).\n\t *\n\t * @param {HTMLElement} slide Slide to show\n\t */\n\tload( slide, options = {} ) {\n\n\t\t// Show the slide element\n\t\tslide.style.display = this.Reveal.getConfig().display;\n\n\t\t// Media elements with data-src attributes\n\t\tqueryAll( slide, 'img[data-src], video[data-src], audio[data-src], iframe[data-src]' ).forEach( element => {\n\t\t\tif( element.tagName !== 'IFRAME' || this.shouldPreload( element ) ) {\n\t\t\t\telement.setAttribute( 'src', element.getAttribute( 'data-src' ) );\n\t\t\t\telement.setAttribute( 'data-lazy-loaded', '' );\n\t\t\t\telement.removeAttribute( 'data-src' );\n\t\t\t}\n\t\t} );\n\n\t\t// Media elements with <source> children\n\t\tqueryAll( slide, 'video, audio' ).forEach( media => {\n\t\t\tlet sources = 0;\n\n\t\t\tqueryAll( media, 'source[data-src]' ).forEach( source => {\n\t\t\t\tsource.setAttribute( 'src', source.getAttribute( 'data-src' ) );\n\t\t\t\tsource.removeAttribute( 'data-src' );\n\t\t\t\tsource.setAttribute( 'data-lazy-loaded', '' );\n\t\t\t\tsources += 1;\n\t\t\t} );\n\n\t\t\t// Enable inline video playback in mobile Safari\n\t\t\tif( isMobile && media.tagName === 'VIDEO' ) {\n\t\t\t\tmedia.setAttribute( 'playsinline', '' );\n\t\t\t}\n\n\t\t\t// If we rewrote sources for this video/audio element, we need\n\t\t\t// to manually tell it to load from its new origin\n\t\t\tif( sources > 0 ) {\n\t\t\t\tmedia.load();\n\t\t\t}\n\t\t} );\n\n\n\t\t// Show the corresponding background element\n\t\tlet background = slide.slideBackgroundElement;\n\t\tif( background ) {\n\t\t\tbackground.style.display = 'block';\n\n\t\t\tlet backgroundContent = slide.slideBackgroundContentElement;\n\t\t\tlet backgroundIframe = slide.getAttribute( 'data-background-iframe' );\n\n\t\t\t// If the background contains media, load it\n\t\t\tif( background.hasAttribute( 'data-loaded' ) === false ) {\n\t\t\t\tbackground.setAttribute( 'data-loaded', 'true' );\n\n\t\t\t\tlet backgroundImage = slide.getAttribute( 'data-background-image' ),\n\t\t\t\t\tbackgroundVideo = slide.getAttribute( 'data-background-video' ),\n\t\t\t\t\tbackgroundVideoLoop = slide.hasAttribute( 'data-background-video-loop' ),\n\t\t\t\t\tbackgroundVideoMuted = slide.hasAttribute( 'data-background-video-muted' );\n\n\t\t\t\t// Images\n\t\t\t\tif( backgroundImage ) {\n\t\t\t\t\t// base64\n\t\t\t\t\tif(  /^data:/.test( backgroundImage.trim() ) ) {\n\t\t\t\t\t\tbackgroundContent.style.backgroundImage = `url(${backgroundImage.trim()})`;\n\t\t\t\t\t}\n\t\t\t\t\t// URL(s)\n\t\t\t\t\telse {\n\t\t\t\t\t\tbackgroundContent.style.backgroundImage = backgroundImage.split( ',' ).map( background => {\n\t\t\t\t\t\t\t// Decode URL(s) that are already encoded first\n\t\t\t\t\t\t\tlet decoded = decodeURI(background.trim());\n\t\t\t\t\t\t\treturn `url(${encodeRFC3986URI(decoded)})`;\n\t\t\t\t\t\t}).join( ',' );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\t// Videos\n\t\t\t\telse if ( backgroundVideo && !this.Reveal.isSpeakerNotes() ) {\n\t\t\t\t\tlet video = document.createElement( 'video' );\n\n\t\t\t\t\tif( backgroundVideoLoop ) {\n\t\t\t\t\t\tvideo.setAttribute( 'loop', '' );\n\t\t\t\t\t}\n\n\t\t\t\t\tif( backgroundVideoMuted ) {\n\t\t\t\t\t\tvideo.muted = true;\n\t\t\t\t\t}\n\n\t\t\t\t\t// Enable inline playback in mobile Safari\n\t\t\t\t\t//\n\t\t\t\t\t// Mute is required for video to play when using\n\t\t\t\t\t// swipe gestures to navigate since they don't\n\t\t\t\t\t// count as direct user actions :'(\n\t\t\t\t\tif( isMobile ) {\n\t\t\t\t\t\tvideo.muted = true;\n\t\t\t\t\t\tvideo.setAttribute( 'playsinline', '' );\n\t\t\t\t\t}\n\n\t\t\t\t\t// Support comma separated lists of video sources\n\t\t\t\t\tbackgroundVideo.split( ',' ).forEach( source => {\n\t\t\t\t\t\tconst sourceElement = document.createElement( 'source' );\n\t\t\t\t\t\tsourceElement.setAttribute( 'src', source );\n\n\t\t\t\t\t\tlet type = getMimeTypeFromFile( source );\n\t\t\t\t\t\tif( type ) {\n\t\t\t\t\t\t\tsourceElement.setAttribute( 'type', type );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\tvideo.appendChild( sourceElement );\n\t\t\t\t\t} );\n\n\t\t\t\t\tbackgroundContent.appendChild( video );\n\t\t\t\t}\n\t\t\t\t// Iframes\n\t\t\t\telse if( backgroundIframe && options.excludeIframes !== true ) {\n\t\t\t\t\tlet iframe = document.createElement( 'iframe' );\n\t\t\t\t\tiframe.setAttribute( 'allowfullscreen', '' );\n\t\t\t\t\tiframe.setAttribute( 'mozallowfullscreen', '' );\n\t\t\t\t\tiframe.setAttribute( 'webkitallowfullscreen', '' );\n\t\t\t\t\tiframe.setAttribute( 'allow', 'autoplay' );\n\n\t\t\t\t\tiframe.setAttribute( 'data-src', backgroundIframe );\n\n\t\t\t\t\tiframe.style.width  = '100%';\n\t\t\t\t\tiframe.style.height = '100%';\n\t\t\t\t\tiframe.style.maxHeight = '100%';\n\t\t\t\t\tiframe.style.maxWidth = '100%';\n\n\t\t\t\t\tbackgroundContent.appendChild( iframe );\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// Start loading preloadable iframes\n\t\t\tlet backgroundIframeElement = backgroundContent.querySelector( 'iframe[data-src]' );\n\t\t\tif( backgroundIframeElement ) {\n\n\t\t\t\t// Check if this iframe is eligible to be preloaded\n\t\t\t\tif( this.shouldPreload( background ) && !/autoplay=(1|true|yes)/gi.test( backgroundIframe ) ) {\n\t\t\t\t\tif( backgroundIframeElement.getAttribute( 'src' ) !== backgroundIframe ) {\n\t\t\t\t\t\tbackgroundIframeElement.setAttribute( 'src', backgroundIframe );\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}\n\n\t\tthis.layout( slide );\n\n\t}\n\n\t/**\n\t * Applies JS-dependent layout helpers for the scope.\n\t */\n\tlayout( scopeElement ) {\n\n\t\t// Autosize text with the r-fit-text class based on the\n\t\t// size of its container. This needs to happen after the\n\t\t// slide is visible in order to measure the text.\n\t\tArray.from( scopeElement.querySelectorAll( '.r-fit-text' ) ).forEach( element => {\n\t\t\tfitty( element, {\n\t\t\t\tminSize: 24,\n\t\t\t\tmaxSize: this.Reveal.getConfig().height * 0.8,\n\t\t\t\tobserveMutations: false,\n\t\t\t\tobserveWindow: false\n\t\t\t} );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Unloads and hides the given slide. This is called when the\n\t * slide is moved outside of the configured view distance.\n\t *\n\t * @param {HTMLElement} slide\n\t */\n\tunload( slide ) {\n\n\t\t// Hide the slide element\n\t\tslide.style.display = 'none';\n\n\t\t// Hide the corresponding background element\n\t\tlet background = this.Reveal.getSlideBackground( slide );\n\t\tif( background ) {\n\t\t\tbackground.style.display = 'none';\n\n\t\t\t// Unload any background iframes\n\t\t\tqueryAll( background, 'iframe[src]' ).forEach( element => {\n\t\t\t\telement.removeAttribute( 'src' );\n\t\t\t} );\n\t\t}\n\n\t\t// Reset lazy-loaded media elements with src attributes\n\t\tqueryAll( slide, 'video[data-lazy-loaded][src], audio[data-lazy-loaded][src], iframe[data-lazy-loaded][src]' ).forEach( element => {\n\t\t\telement.setAttribute( 'data-src', element.getAttribute( 'src' ) );\n\t\t\telement.removeAttribute( 'src' );\n\t\t} );\n\n\t\t// Reset lazy-loaded media elements with <source> children\n\t\tqueryAll( slide, 'video[data-lazy-loaded] source[src], audio source[src]' ).forEach( source => {\n\t\t\tsource.setAttribute( 'data-src', source.getAttribute( 'src' ) );\n\t\t\tsource.removeAttribute( 'src' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Enforces origin-specific format rules for embedded media.\n\t */\n\tformatEmbeddedContent() {\n\n\t\tlet _appendParamToIframeSource = ( sourceAttribute, sourceURL, param ) => {\n\t\t\tqueryAll( this.Reveal.getSlidesElement(), 'iframe['+ sourceAttribute +'*=\"'+ sourceURL +'\"]' ).forEach( el => {\n\t\t\t\tlet src = el.getAttribute( sourceAttribute );\n\t\t\t\tif( src && src.indexOf( param ) === -1 ) {\n\t\t\t\t\tel.setAttribute( sourceAttribute, src + ( !/\\?/.test( src ) ? '?' : '&' ) + param );\n\t\t\t\t}\n\t\t\t});\n\t\t};\n\n\t\t// YouTube frames must include \"?enablejsapi=1\"\n\t\t_appendParamToIframeSource( 'src', 'youtube.com/embed/', 'enablejsapi=1' );\n\t\t_appendParamToIframeSource( 'data-src', 'youtube.com/embed/', 'enablejsapi=1' );\n\n\t\t// Vimeo frames must include \"?api=1\"\n\t\t_appendParamToIframeSource( 'src', 'player.vimeo.com/', 'api=1' );\n\t\t_appendParamToIframeSource( 'data-src', 'player.vimeo.com/', 'api=1' );\n\n\t}\n\n\t/**\n\t * Start playback of any embedded content inside of\n\t * the given element.\n\t *\n\t * @param {HTMLElement} element\n\t */\n\tstartEmbeddedContent( element ) {\n\n\t\tif( element && !this.Reveal.isSpeakerNotes() ) {\n\n\t\t\t// Restart GIFs\n\t\t\tqueryAll( element, 'img[src$=\".gif\"]' ).forEach( el => {\n\t\t\t\t// Setting the same unchanged source like this was confirmed\n\t\t\t\t// to work in Chrome, FF & Safari\n\t\t\t\tel.setAttribute( 'src', el.getAttribute( 'src' ) );\n\t\t\t} );\n\n\t\t\t// HTML5 media elements\n\t\t\tqueryAll( element, 'video, audio' ).forEach( el => {\n\t\t\t\tif( closest( el, '.fragment' ) && !closest( el, '.fragment.visible' ) ) {\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\t// Prefer an explicit global autoplay setting\n\t\t\t\tlet autoplay = this.Reveal.getConfig().autoPlayMedia;\n\n\t\t\t\t// If no global setting is available, fall back on the element's\n\t\t\t\t// own autoplay setting\n\t\t\t\tif( typeof autoplay !== 'boolean' ) {\n\t\t\t\t\tautoplay = el.hasAttribute( 'data-autoplay' ) || !!closest( el, '.slide-background' );\n\t\t\t\t}\n\n\t\t\t\tif( autoplay && typeof el.play === 'function' ) {\n\n\t\t\t\t\t// If the media is ready, start playback\n\t\t\t\t\tif( el.readyState > 1 ) {\n\t\t\t\t\t\tthis.startEmbeddedMedia( { target: el } );\n\t\t\t\t\t}\n\t\t\t\t\t// Mobile devices never fire a loaded event so instead\n\t\t\t\t\t// of waiting, we initiate playback\n\t\t\t\t\telse if( isMobile ) {\n\t\t\t\t\t\tlet promise = el.play();\n\n\t\t\t\t\t\t// If autoplay does not work, ensure that the controls are visible so\n\t\t\t\t\t\t// that the viewer can start the media on their own\n\t\t\t\t\t\tif( promise && typeof promise.catch === 'function' && el.controls === false ) {\n\t\t\t\t\t\t\tpromise.catch( () => {\n\t\t\t\t\t\t\t\tel.controls = true;\n\n\t\t\t\t\t\t\t\t// Once the video does start playing, hide the controls again\n\t\t\t\t\t\t\t\tel.addEventListener( 'play', () => {\n\t\t\t\t\t\t\t\t\tel.controls = false;\n\t\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\t// If the media isn't loaded, wait before playing\n\t\t\t\t\telse {\n\t\t\t\t\t\tel.removeEventListener( 'loadeddata', this.startEmbeddedMedia ); // remove first to avoid dupes\n\t\t\t\t\t\tel.addEventListener( 'loadeddata', this.startEmbeddedMedia );\n\t\t\t\t\t}\n\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\t// Normal iframes\n\t\t\tqueryAll( element, 'iframe[src]' ).forEach( el => {\n\t\t\t\tif( closest( el, '.fragment' ) && !closest( el, '.fragment.visible' ) ) {\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\tthis.startEmbeddedIframe( { target: el } );\n\t\t\t} );\n\n\t\t\t// Lazy loading iframes\n\t\t\tqueryAll( element, 'iframe[data-src]' ).forEach( el => {\n\t\t\t\tif( closest( el, '.fragment' ) && !closest( el, '.fragment.visible' ) ) {\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\tif( el.getAttribute( 'src' ) !== el.getAttribute( 'data-src' ) ) {\n\t\t\t\t\tel.removeEventListener( 'load', this.startEmbeddedIframe ); // remove first to avoid dupes\n\t\t\t\t\tel.addEventListener( 'load', this.startEmbeddedIframe );\n\t\t\t\t\tel.setAttribute( 'src', el.getAttribute( 'data-src' ) );\n\t\t\t\t}\n\t\t\t} );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Starts playing an embedded video/audio element after\n\t * it has finished loading.\n\t *\n\t * @param {object} event\n\t */\n\tstartEmbeddedMedia( event ) {\n\n\t\tlet isAttachedToDOM = !!closest( event.target, 'html' ),\n\t\t\tisVisible  \t\t= !!closest( event.target, '.present' );\n\n\t\tif( isAttachedToDOM && isVisible ) {\n\t\t\t// Don't restart if media is already playing\n\t\t\tif( event.target.paused || event.target.ended ) {\n\t\t\t\tevent.target.currentTime = 0;\n\t\t\t\tevent.target.play();\n\t\t\t}\n\t\t}\n\n\t\tevent.target.removeEventListener( 'loadeddata', this.startEmbeddedMedia );\n\n\t}\n\n\t/**\n\t * \"Starts\" the content of an embedded iframe using the\n\t * postMessage API.\n\t *\n\t * @param {object} event\n\t */\n\tstartEmbeddedIframe( event ) {\n\n\t\tlet iframe = event.target;\n\n\t\tif( iframe && iframe.contentWindow ) {\n\n\t\t\tlet isAttachedToDOM = !!closest( event.target, 'html' ),\n\t\t\t\tisVisible  \t\t= !!closest( event.target, '.present' );\n\n\t\t\tif( isAttachedToDOM && isVisible ) {\n\n\t\t\t\t// Prefer an explicit global autoplay setting\n\t\t\t\tlet autoplay = this.Reveal.getConfig().autoPlayMedia;\n\n\t\t\t\t// If no global setting is available, fall back on the element's\n\t\t\t\t// own autoplay setting\n\t\t\t\tif( typeof autoplay !== 'boolean' ) {\n\t\t\t\t\tautoplay = iframe.hasAttribute( 'data-autoplay' ) || !!closest( iframe, '.slide-background' );\n\t\t\t\t}\n\n\t\t\t\t// YouTube postMessage API\n\t\t\t\tif( /youtube\\.com\\/embed\\//.test( iframe.getAttribute( 'src' ) ) && autoplay ) {\n\t\t\t\t\tiframe.contentWindow.postMessage( '{\"event\":\"command\",\"func\":\"playVideo\",\"args\":\"\"}', '*' );\n\t\t\t\t}\n\t\t\t\t// Vimeo postMessage API\n\t\t\t\telse if( /player\\.vimeo\\.com\\//.test( iframe.getAttribute( 'src' ) ) && autoplay ) {\n\t\t\t\t\tiframe.contentWindow.postMessage( '{\"method\":\"play\"}', '*' );\n\t\t\t\t}\n\t\t\t\t// Generic postMessage API\n\t\t\t\telse {\n\t\t\t\t\tiframe.contentWindow.postMessage( 'slide:start', '*' );\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Stop playback of any embedded content inside of\n\t * the targeted slide.\n\t *\n\t * @param {HTMLElement} element\n\t */\n\tstopEmbeddedContent( element, options = {} ) {\n\n\t\toptions = extend( {\n\t\t\t// Defaults\n\t\t\tunloadIframes: true\n\t\t}, options );\n\n\t\tif( element && element.parentNode ) {\n\t\t\t// HTML5 media elements\n\t\t\tqueryAll( element, 'video, audio' ).forEach( el => {\n\t\t\t\tif( !el.hasAttribute( 'data-ignore' ) && typeof el.pause === 'function' ) {\n\t\t\t\t\tel.setAttribute('data-paused-by-reveal', '');\n\t\t\t\t\tel.pause();\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\t// Generic postMessage API for non-lazy loaded iframes\n\t\t\tqueryAll( element, 'iframe' ).forEach( el => {\n\t\t\t\tif( el.contentWindow ) el.contentWindow.postMessage( 'slide:stop', '*' );\n\t\t\t\tel.removeEventListener( 'load', this.startEmbeddedIframe );\n\t\t\t});\n\n\t\t\t// YouTube postMessage API\n\t\t\tqueryAll( element, 'iframe[src*=\"youtube.com/embed/\"]' ).forEach( el => {\n\t\t\t\tif( !el.hasAttribute( 'data-ignore' ) && el.contentWindow && typeof el.contentWindow.postMessage === 'function' ) {\n\t\t\t\t\tel.contentWindow.postMessage( '{\"event\":\"command\",\"func\":\"pauseVideo\",\"args\":\"\"}', '*' );\n\t\t\t\t}\n\t\t\t});\n\n\t\t\t// Vimeo postMessage API\n\t\t\tqueryAll( element, 'iframe[src*=\"player.vimeo.com/\"]' ).forEach( el => {\n\t\t\t\tif( !el.hasAttribute( 'data-ignore' ) && el.contentWindow && typeof el.contentWindow.postMessage === 'function' ) {\n\t\t\t\t\tel.contentWindow.postMessage( '{\"method\":\"pause\"}', '*' );\n\t\t\t\t}\n\t\t\t});\n\n\t\t\tif( options.unloadIframes === true ) {\n\t\t\t\t// Unload lazy-loaded iframes\n\t\t\t\tqueryAll( element, 'iframe[data-src]' ).forEach( el => {\n\t\t\t\t\t// Only removing the src doesn't actually unload the frame\n\t\t\t\t\t// in all browsers (Firefox) so we set it to blank first\n\t\t\t\t\tel.setAttribute( 'src', 'about:blank' );\n\t\t\t\t\tel.removeAttribute( 'src' );\n\t\t\t\t} );\n\t\t\t}\n\t\t}\n\n\t}\n\n}\n","\nexport const SLIDES_SELECTOR = '.slides section';\nexport const HORIZONTAL_SLIDES_SELECTOR = '.slides>section';\nexport const VERTICAL_SLIDES_SELECTOR = '.slides>section.present>section';\nexport const HORIZONTAL_BACKGROUNDS_SELECTOR = '.backgrounds>.slide-background';\n\n// Methods that may not be invoked via the postMessage API\nexport const POST_MESSAGE_METHOD_BLACKLIST = /registerPlugin|registerKeyboardShortcut|addKeyBinding|addEventListener|showPreview/;\n\n// Regex for retrieving the fragment style from a class attribute\nexport const FRAGMENT_STYLE_REGEX = /fade-(down|up|right|left|out|in-then-out|in-then-semi-out)|semi-fade-out|current-visible|shrink|grow/;\n\n// Slide number formats\nexport const SLIDE_NUMBER_FORMAT_HORIZONTAL_DOT_VERTICAL = 'h.v';\nexport const SLIDE_NUMBER_FORMAT_HORIZONTAL_SLASH_VERTICAL = 'h/v';\nexport const SLIDE_NUMBER_FORMAT_CURRENT = 'c';\nexport const SLIDE_NUMBER_FORMAT_CURRENT_SLASH_TOTAL = 'c/t';","import {\n\tSLIDE_NUMBER_FORMAT_CURRENT,\n\tSLIDE_NUMBER_FORMAT_CURRENT_SLASH_TOTAL,\n\tSLIDE_NUMBER_FORMAT_HORIZONTAL_DOT_VERTICAL,\n\tSLIDE_NUMBER_FORMAT_HORIZONTAL_SLASH_VERTICAL\n} from \"../utils/constants\";\n\n/**\n * Handles the display of reveal.js' optional slide number.\n */\nexport default class SlideNumber {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'slide-number';\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tlet slideNumberDisplay = 'none';\n\t\tif( config.slideNumber && !this.Reveal.isPrintView() ) {\n\t\t\tif( config.showSlideNumber === 'all' ) {\n\t\t\t\tslideNumberDisplay = 'block';\n\t\t\t}\n\t\t\telse if( config.showSlideNumber === 'speaker' && this.Reveal.isSpeakerNotes() ) {\n\t\t\t\tslideNumberDisplay = 'block';\n\t\t\t}\n\t\t}\n\n\t\tthis.element.style.display = slideNumberDisplay;\n\n\t}\n\n\t/**\n\t * Updates the slide number to match the current slide.\n\t */\n\tupdate() {\n\n\t\t// Update slide number if enabled\n\t\tif( this.Reveal.getConfig().slideNumber && this.element ) {\n\t\t\tthis.element.innerHTML = this.getSlideNumber();\n\t\t}\n\n\t}\n\n\t/**\n\t * Returns the HTML string corresponding to the current slide\n\t * number, including formatting.\n\t */\n\tgetSlideNumber( slide = this.Reveal.getCurrentSlide() ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\t\tlet value;\n\t\tlet format = SLIDE_NUMBER_FORMAT_HORIZONTAL_DOT_VERTICAL;\n\n\t\tif ( typeof config.slideNumber === 'function' ) {\n\t\t\tvalue = config.slideNumber( slide );\n\t\t} else {\n\t\t\t// Check if a custom number format is available\n\t\t\tif( typeof config.slideNumber === 'string' ) {\n\t\t\t\tformat = config.slideNumber;\n\t\t\t}\n\n\t\t\t// If there are ONLY vertical slides in this deck, always use\n\t\t\t// a flattened slide number\n\t\t\tif( !/c/.test( format ) && this.Reveal.getHorizontalSlides().length === 1 ) {\n\t\t\t\tformat = SLIDE_NUMBER_FORMAT_CURRENT;\n\t\t\t}\n\n\t\t\t// Offset the current slide number by 1 to make it 1-indexed\n\t\t\tlet horizontalOffset = slide && slide.dataset.visibility === 'uncounted' ? 0 : 1;\n\n\t\t\tvalue = [];\n\t\t\tswitch( format ) {\n\t\t\t\tcase SLIDE_NUMBER_FORMAT_CURRENT:\n\t\t\t\t\tvalue.push( this.Reveal.getSlidePastCount( slide ) + horizontalOffset );\n\t\t\t\t\tbreak;\n\t\t\t\tcase SLIDE_NUMBER_FORMAT_CURRENT_SLASH_TOTAL:\n\t\t\t\t\tvalue.push( this.Reveal.getSlidePastCount( slide ) + horizontalOffset, '/', this.Reveal.getTotalSlides() );\n\t\t\t\t\tbreak;\n\t\t\t\tdefault:\n\t\t\t\t\tlet indices = this.Reveal.getIndices( slide );\n\t\t\t\t\tvalue.push( indices.h + horizontalOffset );\n\t\t\t\t\tlet sep = format === SLIDE_NUMBER_FORMAT_HORIZONTAL_SLASH_VERTICAL ? '/' : '.';\n\t\t\t\t\tif( this.Reveal.isVerticalSlide( slide ) ) value.push( sep, indices.v + 1 );\n\t\t\t}\n\t\t}\n\n\t\tlet url = '#' + this.Reveal.location.getHash( slide );\n\t\treturn this.formatNumber( value[0], value[1], value[2], url );\n\n\t}\n\n\t/**\n\t * Applies HTML formatting to a slide number before it's\n\t * written to the DOM.\n\t *\n\t * @param {number} a Current slide\n\t * @param {string} delimiter Character to separate slide numbers\n\t * @param {(number|*)} b Total slides\n\t * @param {HTMLElement} [url='#'+locationHash()] The url to link to\n\t * @return {string} HTML string fragment\n\t */\n\tformatNumber( a, delimiter, b, url = '#' + this.Reveal.location.getHash() ) {\n\n\t\tif( typeof b === 'number' && !isNaN( b ) ) {\n\t\t\treturn  `<a href=\"${url}\">\n\t\t\t\t\t<span class=\"slide-number-a\">${a}</span>\n\t\t\t\t\t<span class=\"slide-number-delimiter\">${delimiter}</span>\n\t\t\t\t\t<span class=\"slide-number-b\">${b}</span>\n\t\t\t\t\t</a>`;\n\t\t}\n\t\telse {\n\t\t\treturn `<a href=\"${url}\">\n\t\t\t\t\t<span class=\"slide-number-a\">${a}</span>\n\t\t\t\t\t</a>`;\n\t\t}\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.element.remove();\n\n\t}\n\n}","import {\n\tSLIDE_NUMBER_FORMAT_CURRENT,\n\tSLIDE_NUMBER_FORMAT_CURRENT_SLASH_TOTAL\n} from \"../utils/constants\";\n\n/**\n * Makes it possible to jump to a slide by entering its\n * slide number or id.\n */\nexport default class JumpToSlide {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.onInput = this.onInput.bind( this );\n\t\tthis.onBlur = this.onBlur.bind( this );\n\t\tthis.onKeyDown = this.onKeyDown.bind( this );\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'jump-to-slide';\n\n    this.jumpInput = document.createElement( 'input' );\n    this.jumpInput.type = 'text';\n    this.jumpInput.className = 'jump-to-slide-input';\n    this.jumpInput.placeholder = 'Jump to slide';\n\t\tthis.jumpInput.addEventListener( 'input', this.onInput );\n\t\tthis.jumpInput.addEventListener( 'keydown', this.onKeyDown );\n\t\tthis.jumpInput.addEventListener( 'blur', this.onBlur );\n\n    this.element.appendChild( this.jumpInput );\n\n\t}\n\n\tshow() {\n\n\t\tthis.indicesOnShow = this.Reveal.getIndices();\n\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\t\tthis.jumpInput.focus();\n\n\t}\n\n\thide() {\n\n\t\tif( this.isVisible() ) {\n\t\t\tthis.element.remove();\n\t\t\tthis.jumpInput.value = '';\n\n\t\t\tclearTimeout( this.jumpTimeout );\n\t\t\tdelete this.jumpTimeout;\n\t\t}\n\n\t}\n\n\tisVisible() {\n\n\t\treturn !!this.element.parentNode;\n\n\t}\n\n\t/**\n\t * Parses the current input and jumps to the given slide.\n\t */\n\tjump() {\n\n\t\tclearTimeout( this.jumpTimeout );\n\t\tdelete this.jumpTimeout;\n\n\t\tlet query = this.jumpInput.value.trim( '' );\n\t\tlet indices;\n\n\t\t// When slide numbers are formatted to be a single linear mumber\n\t\t// (instead of showing a separate horizontal/vertical index) we\n\t\t// use the same format for slide jumps\n\t\tif( /^\\d+$/.test( query ) ) {\n\t\t\tconst slideNumberFormat = this.Reveal.getConfig().slideNumber;\n\t\t\tif( slideNumberFormat === SLIDE_NUMBER_FORMAT_CURRENT || slideNumberFormat === SLIDE_NUMBER_FORMAT_CURRENT_SLASH_TOTAL ) {\n\t\t\t\tconst slide = this.Reveal.getSlides()[ parseInt( query, 10 ) - 1 ];\n\t\t\t\tif( slide ) {\n\t\t\t\t\tindices = this.Reveal.getIndices( slide );\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tif( !indices ) {\n\t\t\t// If the query uses \"horizontal.vertical\" format, convert to\n\t\t\t// \"horizontal/vertical\" so that our URL parser can understand\n\t\t\tif( /^\\d+\\.\\d+$/.test( query ) ) {\n\t\t\t\tquery = query.replace( '.', '/' );\n\t\t\t}\n\n\t\t\tindices = this.Reveal.location.getIndicesFromHash( query, { oneBasedIndex: true } );\n\t\t}\n\n\t\t// Still no valid index? Fall back on a text search\n\t\tif( !indices && /\\S+/i.test( query ) && query.length > 1 ) {\n\t\t\tindices = this.search( query );\n\t\t}\n\n\t\tif( indices && query !== '' ) {\n\t\t\tthis.Reveal.slide( indices.h, indices.v, indices.f );\n\t\t\treturn true;\n\t\t}\n\t\telse {\n\t\t\tthis.Reveal.slide( this.indicesOnShow.h, this.indicesOnShow.v, this.indicesOnShow.f );\n\t\t\treturn false;\n\t\t}\n\n\t}\n\n\tjumpAfter( delay ) {\n\n\t\tclearTimeout( this.jumpTimeout );\n\t\tthis.jumpTimeout = setTimeout( () => this.jump(), delay );\n\n\t}\n\n\t/**\n\t * A lofi search that looks for the given query in all\n\t * of our slides and returns the first match.\n\t */\n\tsearch( query ) {\n\n\t\tconst regex = new RegExp( '\\\\b' + query.trim() + '\\\\b', 'i' );\n\n\t\tconst slide = this.Reveal.getSlides().find( ( slide ) => {\n\t\t\treturn regex.test( slide.innerText );\n\t\t} );\n\n\t\tif( slide ) {\n\t\t\treturn this.Reveal.getIndices( slide );\n\t\t}\n\t\telse {\n\t\t\treturn null;\n\t\t}\n\n\t}\n\n\t/**\n\t * Reverts back to the slide we were on when jump to slide was\n\t * invoked.\n\t */\n\tcancel() {\n\n\t\tthis.Reveal.slide( this.indicesOnShow.h, this.indicesOnShow.v, this.indicesOnShow.f );\n\t\tthis.hide();\n\n\t}\n\n\tconfirm() {\n\n\t\tthis.jump();\n\t\tthis.hide();\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.jumpInput.removeEventListener( 'input', this.onInput );\n\t\tthis.jumpInput.removeEventListener( 'keydown', this.onKeyDown );\n\t\tthis.jumpInput.removeEventListener( 'blur', this.onBlur );\n\n\t\tthis.element.remove();\n\n\t}\n\n\tonKeyDown( event ) {\n\n\t\tif( event.keyCode === 13 ) {\n\t\t\tthis.confirm();\n\t\t}\n\t\telse if( event.keyCode === 27 ) {\n\t\t\tthis.cancel();\n\n\t\t\tevent.stopImmediatePropagation();\n\t\t}\n\n\t}\n\n\tonInput( event ) {\n\n\t\tthis.jumpAfter( 200 );\n\n\t}\n\n\tonBlur() {\n\n\t\tsetTimeout( () => this.hide(), 1 );\n\n\t}\n\n}","/**\n * Converts various color input formats to an {r:0,g:0,b:0} object.\n *\n * @param {string} color The string representation of a color\n * @example\n * colorToRgb('#000');\n * @example\n * colorToRgb('#000000');\n * @example\n * colorToRgb('rgb(0,0,0)');\n * @example\n * colorToRgb('rgba(0,0,0)');\n *\n * @return {{r: number, g: number, b: number, [a]: number}|null}\n */\nexport const colorToRgb = ( color ) => {\n\n\tlet hex3 = color.match( /^#([0-9a-f]{3})$/i );\n\tif( hex3 && hex3[1] ) {\n\t\thex3 = hex3[1];\n\t\treturn {\n\t\t\tr: parseInt( hex3.charAt( 0 ), 16 ) * 0x11,\n\t\t\tg: parseInt( hex3.charAt( 1 ), 16 ) * 0x11,\n\t\t\tb: parseInt( hex3.charAt( 2 ), 16 ) * 0x11\n\t\t};\n\t}\n\n\tlet hex6 = color.match( /^#([0-9a-f]{6})$/i );\n\tif( hex6 && hex6[1] ) {\n\t\thex6 = hex6[1];\n\t\treturn {\n\t\t\tr: parseInt( hex6.slice( 0, 2 ), 16 ),\n\t\t\tg: parseInt( hex6.slice( 2, 4 ), 16 ),\n\t\t\tb: parseInt( hex6.slice( 4, 6 ), 16 )\n\t\t};\n\t}\n\n\tlet rgb = color.match( /^rgb\\s*\\(\\s*(\\d+)\\s*,\\s*(\\d+)\\s*,\\s*(\\d+)\\s*\\)$/i );\n\tif( rgb ) {\n\t\treturn {\n\t\t\tr: parseInt( rgb[1], 10 ),\n\t\t\tg: parseInt( rgb[2], 10 ),\n\t\t\tb: parseInt( rgb[3], 10 )\n\t\t};\n\t}\n\n\tlet rgba = color.match( /^rgba\\s*\\(\\s*(\\d+)\\s*,\\s*(\\d+)\\s*,\\s*(\\d+)\\s*\\,\\s*([\\d]+|[\\d]*.[\\d]+)\\s*\\)$/i );\n\tif( rgba ) {\n\t\treturn {\n\t\t\tr: parseInt( rgba[1], 10 ),\n\t\t\tg: parseInt( rgba[2], 10 ),\n\t\t\tb: parseInt( rgba[3], 10 ),\n\t\t\ta: parseFloat( rgba[4] )\n\t\t};\n\t}\n\n\treturn null;\n\n}\n\n/**\n * Calculates brightness on a scale of 0-255.\n *\n * @param {string} color See colorToRgb for supported formats.\n * @see {@link colorToRgb}\n */\nexport const colorBrightness = ( color ) => {\n\n\tif( typeof color === 'string' ) color = colorToRgb( color );\n\n\tif( color ) {\n\t\treturn ( color.r * 299 + color.g * 587 + color.b * 114 ) / 1000;\n\t}\n\n\treturn null;\n\n}","import { queryAll } from '../utils/util.js'\nimport { colorToRgb, colorBrightness } from '../utils/color.js'\n\n/**\n * Creates and updates slide backgrounds.\n */\nexport default class Backgrounds {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'backgrounds';\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t}\n\n\t/**\n\t * Creates the slide background elements and appends them\n\t * to the background container. One element is created per\n\t * slide no matter if the given slide has visible background.\n\t */\n\tcreate() {\n\n\t\t// Clear prior backgrounds\n\t\tthis.element.innerHTML = '';\n\t\tthis.element.classList.add( 'no-transition' );\n\n\t\t// Iterate over all horizontal slides\n\t\tthis.Reveal.getHorizontalSlides().forEach( slideh => {\n\n\t\t\tlet backgroundStack = this.createBackground( slideh, this.element );\n\n\t\t\t// Iterate over all vertical slides\n\t\t\tqueryAll( slideh, 'section' ).forEach( slidev => {\n\n\t\t\t\tthis.createBackground( slidev, backgroundStack );\n\n\t\t\t\tbackgroundStack.classList.add( 'stack' );\n\n\t\t\t} );\n\n\t\t} );\n\n\t\t// Add parallax background if specified\n\t\tif( this.Reveal.getConfig().parallaxBackgroundImage ) {\n\n\t\t\tthis.element.style.backgroundImage = 'url(\"' + this.Reveal.getConfig().parallaxBackgroundImage + '\")';\n\t\t\tthis.element.style.backgroundSize = this.Reveal.getConfig().parallaxBackgroundSize;\n\t\t\tthis.element.style.backgroundRepeat = this.Reveal.getConfig().parallaxBackgroundRepeat;\n\t\t\tthis.element.style.backgroundPosition = this.Reveal.getConfig().parallaxBackgroundPosition;\n\n\t\t\t// Make sure the below properties are set on the element - these properties are\n\t\t\t// needed for proper transitions to be set on the element via CSS. To remove\n\t\t\t// annoying background slide-in effect when the presentation starts, apply\n\t\t\t// these properties after short time delay\n\t\t\tsetTimeout( () => {\n\t\t\t\tthis.Reveal.getRevealElement().classList.add( 'has-parallax-background' );\n\t\t\t}, 1 );\n\n\t\t}\n\t\telse {\n\n\t\t\tthis.element.style.backgroundImage = '';\n\t\t\tthis.Reveal.getRevealElement().classList.remove( 'has-parallax-background' );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Creates a background for the given slide.\n\t *\n\t * @param {HTMLElement} slide\n\t * @param {HTMLElement} container The element that the background\n\t * should be appended to\n\t * @return {HTMLElement} New background div\n\t */\n\tcreateBackground( slide, container ) {\n\n\t\t// Main slide background element\n\t\tlet element = document.createElement( 'div' );\n\t\telement.className = 'slide-background ' + slide.className.replace( /present|past|future/, '' );\n\n\t\t// Inner background element that wraps images/videos/iframes\n\t\tlet contentElement = document.createElement( 'div' );\n\t\tcontentElement.className = 'slide-background-content';\n\n\t\telement.appendChild( contentElement );\n\t\tcontainer.appendChild( element );\n\n\t\tslide.slideBackgroundElement = element;\n\t\tslide.slideBackgroundContentElement = contentElement;\n\n\t\t// Syncs the background to reflect all current background settings\n\t\tthis.sync( slide );\n\n\t\treturn element;\n\n\t}\n\n\t/**\n\t * Renders all of the visual properties of a slide background\n\t * based on the various background attributes.\n\t *\n\t * @param {HTMLElement} slide\n\t */\n\tsync( slide ) {\n\n\t\tconst element = slide.slideBackgroundElement,\n\t\t\tcontentElement = slide.slideBackgroundContentElement;\n\n\t\tconst data = {\n\t\t\tbackground: slide.getAttribute( 'data-background' ),\n\t\t\tbackgroundSize: slide.getAttribute( 'data-background-size' ),\n\t\t\tbackgroundImage: slide.getAttribute( 'data-background-image' ),\n\t\t\tbackgroundVideo: slide.getAttribute( 'data-background-video' ),\n\t\t\tbackgroundIframe: slide.getAttribute( 'data-background-iframe' ),\n\t\t\tbackgroundColor: slide.getAttribute( 'data-background-color' ),\n\t\t\tbackgroundGradient: slide.getAttribute( 'data-background-gradient' ),\n\t\t\tbackgroundRepeat: slide.getAttribute( 'data-background-repeat' ),\n\t\t\tbackgroundPosition: slide.getAttribute( 'data-background-position' ),\n\t\t\tbackgroundTransition: slide.getAttribute( 'data-background-transition' ),\n\t\t\tbackgroundOpacity: slide.getAttribute( 'data-background-opacity' ),\n\t\t};\n\n\t\tconst dataPreload = slide.hasAttribute( 'data-preload' );\n\n\t\t// Reset the prior background state in case this is not the\n\t\t// initial sync\n\t\tslide.classList.remove( 'has-dark-background' );\n\t\tslide.classList.remove( 'has-light-background' );\n\n\t\telement.removeAttribute( 'data-loaded' );\n\t\telement.removeAttribute( 'data-background-hash' );\n\t\telement.removeAttribute( 'data-background-size' );\n\t\telement.removeAttribute( 'data-background-transition' );\n\t\telement.style.backgroundColor = '';\n\n\t\tcontentElement.style.backgroundSize = '';\n\t\tcontentElement.style.backgroundRepeat = '';\n\t\tcontentElement.style.backgroundPosition = '';\n\t\tcontentElement.style.backgroundImage = '';\n\t\tcontentElement.style.opacity = '';\n\t\tcontentElement.innerHTML = '';\n\n\t\tif( data.background ) {\n\t\t\t// Auto-wrap image urls in url(...)\n\t\t\tif( /^(http|file|\\/\\/)/gi.test( data.background ) || /\\.(svg|png|jpg|jpeg|gif|bmp|webp)([?#\\s]|$)/gi.test( data.background ) ) {\n\t\t\t\tslide.setAttribute( 'data-background-image', data.background );\n\t\t\t}\n\t\t\telse {\n\t\t\t\telement.style.background = data.background;\n\t\t\t}\n\t\t}\n\n\t\t// Create a hash for this combination of background settings.\n\t\t// This is used to determine when two slide backgrounds are\n\t\t// the same.\n\t\tif( data.background || data.backgroundColor || data.backgroundGradient || data.backgroundImage || data.backgroundVideo || data.backgroundIframe ) {\n\t\t\telement.setAttribute( 'data-background-hash', data.background +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundSize +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundImage +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundVideo +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundIframe +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundColor +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundGradient +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundRepeat +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundPosition +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundTransition +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundOpacity );\n\t\t}\n\n\t\t// Additional and optional background properties\n\t\tif( data.backgroundSize ) element.setAttribute( 'data-background-size', data.backgroundSize );\n\t\tif( data.backgroundColor ) element.style.backgroundColor = data.backgroundColor;\n\t\tif( data.backgroundGradient ) element.style.backgroundImage = data.backgroundGradient;\n\t\tif( data.backgroundTransition ) element.setAttribute( 'data-background-transition', data.backgroundTransition );\n\n\t\tif( dataPreload ) element.setAttribute( 'data-preload', '' );\n\n\t\t// Background image options are set on the content wrapper\n\t\tif( data.backgroundSize ) contentElement.style.backgroundSize = data.backgroundSize;\n\t\tif( data.backgroundRepeat ) contentElement.style.backgroundRepeat = data.backgroundRepeat;\n\t\tif( data.backgroundPosition ) contentElement.style.backgroundPosition = data.backgroundPosition;\n\t\tif( data.backgroundOpacity ) contentElement.style.opacity = data.backgroundOpacity;\n\n\t\tconst contrastClass = this.getContrastClass( slide );\n\n\t\tif( typeof contrastClass === 'string' ) {\n\t\t\tslide.classList.add( contrastClass );\n\t\t}\n\n\t}\n\n\t/**\n\t * Returns a class name that can be applied to a slide to indicate\n\t * if it has a light or dark background.\n\t *\n\t * @param {*} slide\n\t *\n\t * @returns {string|null}\n\t */\n\tgetContrastClass( slide ) {\n\n\t\tconst element = slide.slideBackgroundElement;\n\n\t\t// If this slide has a background color, we add a class that\n\t\t// signals if it is light or dark. If the slide has no background\n\t\t// color, no class will be added\n\t\tlet contrastColor = slide.getAttribute( 'data-background-color' );\n\n\t\t// If no bg color was found, or it cannot be converted by colorToRgb, check the computed background\n\t\tif( !contrastColor || !colorToRgb( contrastColor ) ) {\n\t\t\tlet computedBackgroundStyle = window.getComputedStyle( element );\n\t\t\tif( computedBackgroundStyle && computedBackgroundStyle.backgroundColor ) {\n\t\t\t\tcontrastColor = computedBackgroundStyle.backgroundColor;\n\t\t\t}\n\t\t}\n\n\t\tif( contrastColor ) {\n\t\t\tconst rgb = colorToRgb( contrastColor );\n\n\t\t\t// Ignore fully transparent backgrounds. Some browsers return\n\t\t\t// rgba(0,0,0,0) when reading the computed background color of\n\t\t\t// an element with no background\n\t\t\tif( rgb && rgb.a !== 0 ) {\n\t\t\t\tif( colorBrightness( contrastColor ) < 128 ) {\n\t\t\t\t\treturn 'has-dark-background';\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\treturn 'has-light-background';\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\treturn null;\n\n\t}\n\n\t/**\n\t * Bubble the 'has-light-background'/'has-dark-background' classes.\n\t */\n\tbubbleSlideContrastClassToElement( slide, target ) {\n\n\t\t[ 'has-light-background', 'has-dark-background' ].forEach( classToBubble => {\n\t\t\tif( slide.classList.contains( classToBubble ) ) {\n\t\t\t\ttarget.classList.add( classToBubble );\n\t\t\t}\n\t\t\telse {\n\t\t\t\ttarget.classList.remove( classToBubble );\n\t\t\t}\n\t\t}, this );\n\n\t}\n\n\t/**\n\t * Updates the background elements to reflect the current\n\t * slide.\n\t *\n\t * @param {boolean} includeAll If true, the backgrounds of\n\t * all vertical slides (not just the present) will be updated.\n\t */\n\tupdate( includeAll = false ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tlet indices = this.Reveal.getIndices();\n\n\t\tlet currentBackground = null;\n\n\t\t// Reverse past/future classes when in RTL mode\n\t\tlet horizontalPast = config.rtl ? 'future' : 'past',\n\t\t\thorizontalFuture = config.rtl ? 'past' : 'future';\n\n\t\t// Update the classes of all backgrounds to match the\n\t\t// states of their slides (past/present/future)\n\t\tArray.from( this.element.childNodes ).forEach( ( backgroundh, h ) => {\n\n\t\t\tbackgroundh.classList.remove( 'past', 'present', 'future' );\n\n\t\t\tif( h < indices.h ) {\n\t\t\t\tbackgroundh.classList.add( horizontalPast );\n\t\t\t}\n\t\t\telse if ( h > indices.h ) {\n\t\t\t\tbackgroundh.classList.add( horizontalFuture );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tbackgroundh.classList.add( 'present' );\n\n\t\t\t\t// Store a reference to the current background element\n\t\t\t\tcurrentBackground = backgroundh;\n\t\t\t}\n\n\t\t\tif( includeAll || h === indices.h ) {\n\t\t\t\tqueryAll( backgroundh, '.slide-background' ).forEach( ( backgroundv, v ) => {\n\n\t\t\t\t\tbackgroundv.classList.remove( 'past', 'present', 'future' );\n\n\t\t\t\t\tconst indexv = typeof indices.v === 'number' ? indices.v : 0;\n\n\t\t\t\t\tif( v < indexv ) {\n\t\t\t\t\t\tbackgroundv.classList.add( 'past' );\n\t\t\t\t\t}\n\t\t\t\t\telse if ( v > indexv ) {\n\t\t\t\t\t\tbackgroundv.classList.add( 'future' );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tbackgroundv.classList.add( 'present' );\n\n\t\t\t\t\t\t// Only if this is the present horizontal and vertical slide\n\t\t\t\t\t\tif( h === indices.h ) currentBackground = backgroundv;\n\t\t\t\t\t}\n\n\t\t\t\t} );\n\t\t\t}\n\n\t\t} );\n\n\t\t// The previous background may refer to a DOM element that has\n\t\t// been removed after a presentation is synced & bgs are recreated\n\t\tif( this.previousBackground && !this.previousBackground.closest( 'body' ) ) {\n\t\t\tthis.previousBackground = null;\n\t\t}\n\n\t\tif( currentBackground && this.previousBackground ) {\n\n\t\t\t// Don't transition between identical backgrounds. This\n\t\t\t// prevents unwanted flicker.\n\t\t\tlet previousBackgroundHash = this.previousBackground.getAttribute( 'data-background-hash' );\n\t\t\tlet currentBackgroundHash = currentBackground.getAttribute( 'data-background-hash' );\n\n\t\t\tif( currentBackgroundHash && currentBackgroundHash === previousBackgroundHash && currentBackground !== this.previousBackground ) {\n\t\t\t\tthis.element.classList.add( 'no-transition' );\n\n\t\t\t\t// If multiple slides have the same background video, carry\n\t\t\t\t// the <video> element forward so that it plays continuously\n\t\t\t\t// across multiple slides\n\t\t\t\tconst currentVideo = currentBackground.querySelector( 'video' );\n\t\t\t\tconst previousVideo = this.previousBackground.querySelector( 'video' );\n\n\t\t\t\tif( currentVideo && previousVideo ) {\n\n\t\t\t\t\tconst currentVideoParent = currentVideo.parentNode;\n\t\t\t\t\tconst previousVideoParent = previousVideo.parentNode;\n\n\t\t\t\t\t// Swap the two videos\n\t\t\t\t\tpreviousVideoParent.appendChild( currentVideo );\n\t\t\t\t\tcurrentVideoParent.appendChild( previousVideo );\n\n\t\t\t\t}\n\t\t\t}\n\n\t\t}\n\n\t\t// Stop content inside of previous backgrounds\n\t\tif( this.previousBackground ) {\n\n\t\t\tthis.Reveal.slideContent.stopEmbeddedContent( this.previousBackground, { unloadIframes: !this.Reveal.slideContent.shouldPreload( this.previousBackground ) } );\n\n\t\t}\n\n\t\t// Start content in the current background\n\t\tif( currentBackground ) {\n\n\t\t\tthis.Reveal.slideContent.startEmbeddedContent( currentBackground );\n\n\t\t\tlet currentBackgroundContent = currentBackground.querySelector( '.slide-background-content' );\n\t\t\tif( currentBackgroundContent ) {\n\n\t\t\t\tlet backgroundImageURL = currentBackgroundContent.style.backgroundImage || '';\n\n\t\t\t\t// Restart GIFs (doesn't work in Firefox)\n\t\t\t\tif( /\\.gif/i.test( backgroundImageURL ) ) {\n\t\t\t\t\tcurrentBackgroundContent.style.backgroundImage = '';\n\t\t\t\t\twindow.getComputedStyle( currentBackgroundContent ).opacity;\n\t\t\t\t\tcurrentBackgroundContent.style.backgroundImage = backgroundImageURL;\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t\tthis.previousBackground = currentBackground;\n\n\t\t}\n\n\t\t// If there's a background brightness flag for this slide,\n\t\t// bubble it to the .reveal container\n\t\tif( currentSlide ) {\n\t\t\tthis.bubbleSlideContrastClassToElement( currentSlide, this.Reveal.getRevealElement() );\n\t\t}\n\n\t\t// Allow the first background to apply without transition\n\t\tsetTimeout( () => {\n\t\t\tthis.element.classList.remove( 'no-transition' );\n\t\t}, 10 );\n\n\t}\n\n\t/**\n\t * Updates the position of the parallax background based\n\t * on the current slide index.\n\t */\n\tupdateParallax() {\n\n\t\tlet indices = this.Reveal.getIndices();\n\n\t\tif( this.Reveal.getConfig().parallaxBackgroundImage ) {\n\n\t\t\tlet horizontalSlides = this.Reveal.getHorizontalSlides(),\n\t\t\t\tverticalSlides = this.Reveal.getVerticalSlides();\n\n\t\t\tlet backgroundSize = this.element.style.backgroundSize.split( ' ' ),\n\t\t\t\tbackgroundWidth, backgroundHeight;\n\n\t\t\tif( backgroundSize.length === 1 ) {\n\t\t\t\tbackgroundWidth = backgroundHeight = parseInt( backgroundSize[0], 10 );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tbackgroundWidth = parseInt( backgroundSize[0], 10 );\n\t\t\t\tbackgroundHeight = parseInt( backgroundSize[1], 10 );\n\t\t\t}\n\n\t\t\tlet slideWidth = this.element.offsetWidth,\n\t\t\t\thorizontalSlideCount = horizontalSlides.length,\n\t\t\t\thorizontalOffsetMultiplier,\n\t\t\t\thorizontalOffset;\n\n\t\t\tif( typeof this.Reveal.getConfig().parallaxBackgroundHorizontal === 'number' ) {\n\t\t\t\thorizontalOffsetMultiplier = this.Reveal.getConfig().parallaxBackgroundHorizontal;\n\t\t\t}\n\t\t\telse {\n\t\t\t\thorizontalOffsetMultiplier = horizontalSlideCount > 1 ? ( backgroundWidth - slideWidth ) / ( horizontalSlideCount-1 ) : 0;\n\t\t\t}\n\n\t\t\thorizontalOffset = horizontalOffsetMultiplier * indices.h * -1;\n\n\t\t\tlet slideHeight = this.element.offsetHeight,\n\t\t\t\tverticalSlideCount = verticalSlides.length,\n\t\t\t\tverticalOffsetMultiplier,\n\t\t\t\tverticalOffset;\n\n\t\t\tif( typeof this.Reveal.getConfig().parallaxBackgroundVertical === 'number' ) {\n\t\t\t\tverticalOffsetMultiplier = this.Reveal.getConfig().parallaxBackgroundVertical;\n\t\t\t}\n\t\t\telse {\n\t\t\t\tverticalOffsetMultiplier = ( backgroundHeight - slideHeight ) / ( verticalSlideCount-1 );\n\t\t\t}\n\n\t\t\tverticalOffset = verticalSlideCount > 0 ?  verticalOffsetMultiplier * indices.v : 0;\n\n\t\t\tthis.element.style.backgroundPosition = horizontalOffset + 'px ' + -verticalOffset + 'px';\n\n\t\t}\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.element.remove();\n\n\t}\n\n}\n","import { queryAll, extend, createStyleSheet, matches, closest } from '../utils/util.js'\nimport { FRAGMENT_STYLE_REGEX } from '../utils/constants.js'\n\n// Counter used to generate unique IDs for auto-animated elements\nlet autoAnimateCounter = 0;\n\n/**\n * Automatically animates matching elements across\n * slides with the [data-auto-animate] attribute.\n */\nexport default class AutoAnimate {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\t/**\n\t * Runs an auto-animation between the given slides.\n\t *\n\t * @param  {HTMLElement} fromSlide\n\t * @param  {HTMLElement} toSlide\n\t */\n\trun( fromSlide, toSlide ) {\n\n\t\t// Clean up after prior animations\n\t\tthis.reset();\n\n\t\tlet allSlides = this.Reveal.getSlides();\n\t\tlet toSlideIndex = allSlides.indexOf( toSlide );\n\t\tlet fromSlideIndex = allSlides.indexOf( fromSlide );\n\n\t\t// Ensure that;\n\t\t// 1. Both slides exist.\n\t\t// 2. Both slides are auto-animate targets with the same\n\t\t//    data-auto-animate-id value (including null if absent on both).\n\t\t// 3. data-auto-animate-restart isn't set on the physically latter\n\t\t//    slide (independent of slide direction).\n\t\tif( fromSlide && toSlide && fromSlide.hasAttribute( 'data-auto-animate' ) && toSlide.hasAttribute( 'data-auto-animate' )\n\t\t\t\t&& fromSlide.getAttribute( 'data-auto-animate-id' ) === toSlide.getAttribute( 'data-auto-animate-id' ) \n\t\t\t\t&& !( toSlideIndex > fromSlideIndex ? toSlide : fromSlide ).hasAttribute( 'data-auto-animate-restart' ) ) {\n\n\t\t\t// Create a new auto-animate sheet\n\t\t\tthis.autoAnimateStyleSheet = this.autoAnimateStyleSheet || createStyleSheet();\n\n\t\t\tlet animationOptions = this.getAutoAnimateOptions( toSlide );\n\n\t\t\t// Set our starting state\n\t\t\tfromSlide.dataset.autoAnimate = 'pending';\n\t\t\ttoSlide.dataset.autoAnimate = 'pending';\n\n\t\t\t// Flag the navigation direction, needed for fragment buildup\n\t\t\tanimationOptions.slideDirection = toSlideIndex > fromSlideIndex ? 'forward' : 'backward';\n\n\t\t\t// If the from-slide is hidden because it has moved outside\n\t\t\t// the view distance, we need to temporarily show it while\n\t\t\t// measuring\n\t\t\tlet fromSlideIsHidden = fromSlide.style.display === 'none';\n\t\t\tif( fromSlideIsHidden ) fromSlide.style.display = this.Reveal.getConfig().display;\n\n\t\t\t// Inject our auto-animate styles for this transition\n\t\t\tlet css = this.getAutoAnimatableElements( fromSlide, toSlide ).map( elements => {\n\t\t\t\treturn this.autoAnimateElements( elements.from, elements.to, elements.options || {}, animationOptions, autoAnimateCounter++ );\n\t\t\t} );\n\n\t\t\tif( fromSlideIsHidden ) fromSlide.style.display = 'none';\n\n\t\t\t// Animate unmatched elements, if enabled\n\t\t\tif( toSlide.dataset.autoAnimateUnmatched !== 'false' && this.Reveal.getConfig().autoAnimateUnmatched === true ) {\n\n\t\t\t\t// Our default timings for unmatched elements\n\t\t\t\tlet defaultUnmatchedDuration = animationOptions.duration * 0.8,\n\t\t\t\t\tdefaultUnmatchedDelay = animationOptions.duration * 0.2;\n\n\t\t\t\tthis.getUnmatchedAutoAnimateElements( toSlide ).forEach( unmatchedElement => {\n\n\t\t\t\t\tlet unmatchedOptions = this.getAutoAnimateOptions( unmatchedElement, animationOptions );\n\t\t\t\t\tlet id = 'unmatched';\n\n\t\t\t\t\t// If there is a duration or delay set specifically for this\n\t\t\t\t\t// element our unmatched elements should adhere to those\n\t\t\t\t\tif( unmatchedOptions.duration !== animationOptions.duration || unmatchedOptions.delay !== animationOptions.delay ) {\n\t\t\t\t\t\tid = 'unmatched-' + autoAnimateCounter++;\n\t\t\t\t\t\tcss.push( `[data-auto-animate=\"running\"] [data-auto-animate-target=\"${id}\"] { transition: opacity ${unmatchedOptions.duration}s ease ${unmatchedOptions.delay}s; }` );\n\t\t\t\t\t}\n\n\t\t\t\t\tunmatchedElement.dataset.autoAnimateTarget = id;\n\n\t\t\t\t}, this );\n\n\t\t\t\t// Our default transition for unmatched elements\n\t\t\t\tcss.push( `[data-auto-animate=\"running\"] [data-auto-animate-target=\"unmatched\"] { transition: opacity ${defaultUnmatchedDuration}s ease ${defaultUnmatchedDelay}s; }` );\n\n\t\t\t}\n\n\t\t\t// Setting the whole chunk of CSS at once is the most\n\t\t\t// efficient way to do this. Using sheet.insertRule\n\t\t\t// is multiple factors slower.\n\t\t\tthis.autoAnimateStyleSheet.innerHTML = css.join( '' );\n\n\t\t\t// Start the animation next cycle\n\t\t\trequestAnimationFrame( () => {\n\t\t\t\tif( this.autoAnimateStyleSheet ) {\n\t\t\t\t\t// This forces our newly injected styles to be applied in Firefox\n\t\t\t\t\tgetComputedStyle( this.autoAnimateStyleSheet ).fontWeight;\n\n\t\t\t\t\ttoSlide.dataset.autoAnimate = 'running';\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'autoanimate',\n\t\t\t\tdata: {\n\t\t\t\t\tfromSlide,\n\t\t\t\t\ttoSlide,\n\t\t\t\t\tsheet: this.autoAnimateStyleSheet\n\t\t\t\t}\n\t\t\t});\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Rolls back all changes that we've made to the DOM so\n\t * that as part of animating.\n\t */\n\treset() {\n\n\t\t// Reset slides\n\t\tqueryAll( this.Reveal.getRevealElement(), '[data-auto-animate]:not([data-auto-animate=\"\"])' ).forEach( element => {\n\t\t\telement.dataset.autoAnimate = '';\n\t\t} );\n\n\t\t// Reset elements\n\t\tqueryAll( this.Reveal.getRevealElement(), '[data-auto-animate-target]' ).forEach( element => {\n\t\t\tdelete element.dataset.autoAnimateTarget;\n\t\t} );\n\n\t\t// Remove the animation sheet\n\t\tif( this.autoAnimateStyleSheet && this.autoAnimateStyleSheet.parentNode ) {\n\t\t\tthis.autoAnimateStyleSheet.parentNode.removeChild( this.autoAnimateStyleSheet );\n\t\t\tthis.autoAnimateStyleSheet = null;\n\t\t}\n\n\t}\n\n\t/**\n\t * Creates a FLIP animation where the `to` element starts out\n\t * in the `from` element position and animates to its original\n\t * state.\n\t *\n\t * @param {HTMLElement} from\n\t * @param {HTMLElement} to\n\t * @param {Object} elementOptions Options for this element pair\n\t * @param {Object} animationOptions Options set at the slide level\n\t * @param {String} id Unique ID that we can use to identify this\n\t * auto-animate element in the DOM\n\t */\n\tautoAnimateElements( from, to, elementOptions, animationOptions, id ) {\n\n\t\t// 'from' elements are given a data-auto-animate-target with no value,\n\t\t// 'to' elements are are given a data-auto-animate-target with an ID\n\t\tfrom.dataset.autoAnimateTarget = '';\n\t\tto.dataset.autoAnimateTarget = id;\n\n\t\t// Each element may override any of the auto-animate options\n\t\t// like transition easing, duration and delay via data-attributes\n\t\tlet options = this.getAutoAnimateOptions( to, animationOptions );\n\n\t\t// If we're using a custom element matcher the element options\n\t\t// may contain additional transition overrides\n\t\tif( typeof elementOptions.delay !== 'undefined' ) options.delay = elementOptions.delay;\n\t\tif( typeof elementOptions.duration !== 'undefined' ) options.duration = elementOptions.duration;\n\t\tif( typeof elementOptions.easing !== 'undefined' ) options.easing = elementOptions.easing;\n\n\t\tlet fromProps = this.getAutoAnimatableProperties( 'from', from, elementOptions ),\n\t\t\ttoProps = this.getAutoAnimatableProperties( 'to', to, elementOptions );\n\n\t\t// Maintain fragment visibility for matching elements when\n\t\t// we're navigating forwards, this way the viewer won't need\n\t\t// to step through the same fragments twice\n\t\tif( to.classList.contains( 'fragment' ) ) {\n\n\t\t\t// Don't auto-animate the opacity of fragments to avoid\n\t\t\t// conflicts with fragment animations\n\t\t\tdelete toProps.styles['opacity'];\n\n\t\t\tif( from.classList.contains( 'fragment' ) ) {\n\n\t\t\t\tlet fromFragmentStyle = ( from.className.match( FRAGMENT_STYLE_REGEX ) || [''] )[0];\n\t\t\t\tlet toFragmentStyle = ( to.className.match( FRAGMENT_STYLE_REGEX ) || [''] )[0];\n\n\t\t\t\t// Only skip the fragment if the fragment animation style\n\t\t\t\t// remains unchanged\n\t\t\t\tif( fromFragmentStyle === toFragmentStyle && animationOptions.slideDirection === 'forward' ) {\n\t\t\t\t\tto.classList.add( 'visible', 'disabled' );\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}\n\n\t\t// If translation and/or scaling are enabled, css transform\n\t\t// the 'to' element so that it matches the position and size\n\t\t// of the 'from' element\n\t\tif( elementOptions.translate !== false || elementOptions.scale !== false ) {\n\n\t\t\tlet presentationScale = this.Reveal.getScale();\n\n\t\t\tlet delta = {\n\t\t\t\tx: ( fromProps.x - toProps.x ) / presentationScale,\n\t\t\t\ty: ( fromProps.y - toProps.y ) / presentationScale,\n\t\t\t\tscaleX: fromProps.width / toProps.width,\n\t\t\t\tscaleY: fromProps.height / toProps.height\n\t\t\t};\n\n\t\t\t// Limit decimal points to avoid 0.0001px blur and stutter\n\t\t\tdelta.x = Math.round( delta.x * 1000 ) / 1000;\n\t\t\tdelta.y = Math.round( delta.y * 1000 ) / 1000;\n\t\t\tdelta.scaleX = Math.round( delta.scaleX * 1000 ) / 1000;\n\t\t\tdelta.scaleX = Math.round( delta.scaleX * 1000 ) / 1000;\n\n\t\t\tlet translate = elementOptions.translate !== false && ( delta.x !== 0 || delta.y !== 0 ),\n\t\t\t\tscale = elementOptions.scale !== false && ( delta.scaleX !== 0 || delta.scaleY !== 0 );\n\n\t\t\t// No need to transform if nothing's changed\n\t\t\tif( translate || scale ) {\n\n\t\t\t\tlet transform = [];\n\n\t\t\t\tif( translate ) transform.push( `translate(${delta.x}px, ${delta.y}px)` );\n\t\t\t\tif( scale ) transform.push( `scale(${delta.scaleX}, ${delta.scaleY})` );\n\n\t\t\t\tfromProps.styles['transform'] = transform.join( ' ' );\n\t\t\t\tfromProps.styles['transform-origin'] = 'top left';\n\n\t\t\t\ttoProps.styles['transform'] = 'none';\n\n\t\t\t}\n\n\t\t}\n\n\t\t// Delete all unchanged 'to' styles\n\t\tfor( let propertyName in toProps.styles ) {\n\t\t\tconst toValue = toProps.styles[propertyName];\n\t\t\tconst fromValue = fromProps.styles[propertyName];\n\n\t\t\tif( toValue === fromValue ) {\n\t\t\t\tdelete toProps.styles[propertyName];\n\t\t\t}\n\t\t\telse {\n\t\t\t\t// If these property values were set via a custom matcher providing\n\t\t\t\t// an explicit 'from' and/or 'to' value, we always inject those values.\n\t\t\t\tif( toValue.explicitValue === true ) {\n\t\t\t\t\ttoProps.styles[propertyName] = toValue.value;\n\t\t\t\t}\n\n\t\t\t\tif( fromValue.explicitValue === true ) {\n\t\t\t\t\tfromProps.styles[propertyName] = fromValue.value;\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tlet css = '';\n\n\t\tlet toStyleProperties = Object.keys( toProps.styles );\n\n\t\t// Only create animate this element IF at least one style\n\t\t// property has changed\n\t\tif( toStyleProperties.length > 0 ) {\n\n\t\t\t// Instantly move to the 'from' state\n\t\t\tfromProps.styles['transition'] = 'none';\n\n\t\t\t// Animate towards the 'to' state\n\t\t\ttoProps.styles['transition'] = `all ${options.duration}s ${options.easing} ${options.delay}s`;\n\t\t\ttoProps.styles['transition-property'] = toStyleProperties.join( ', ' );\n\t\t\ttoProps.styles['will-change'] = toStyleProperties.join( ', ' );\n\n\t\t\t// Build up our custom CSS. We need to override inline styles\n\t\t\t// so we need to make our styles vErY IMPORTANT!1!!\n\t\t\tlet fromCSS = Object.keys( fromProps.styles ).map( propertyName => {\n\t\t\t\treturn propertyName + ': ' + fromProps.styles[propertyName] + ' !important;';\n\t\t\t} ).join( '' );\n\n\t\t\tlet toCSS = Object.keys( toProps.styles ).map( propertyName => {\n\t\t\t\treturn propertyName + ': ' + toProps.styles[propertyName] + ' !important;';\n\t\t\t} ).join( '' );\n\n\t\t\tcss = \t'[data-auto-animate-target=\"'+ id +'\"] {'+ fromCSS +'}' +\n\t\t\t\t\t'[data-auto-animate=\"running\"] [data-auto-animate-target=\"'+ id +'\"] {'+ toCSS +'}';\n\n\t\t}\n\n\t\treturn css;\n\n\t}\n\n\t/**\n\t * Returns the auto-animate options for the given element.\n\t *\n\t * @param {HTMLElement} element Element to pick up options\n\t * from, either a slide or an animation target\n\t * @param {Object} [inheritedOptions] Optional set of existing\n\t * options\n\t */\n\tgetAutoAnimateOptions( element, inheritedOptions ) {\n\n\t\tlet options = {\n\t\t\teasing: this.Reveal.getConfig().autoAnimateEasing,\n\t\t\tduration: this.Reveal.getConfig().autoAnimateDuration,\n\t\t\tdelay: 0\n\t\t};\n\n\t\toptions = extend( options, inheritedOptions );\n\n\t\t// Inherit options from parent elements\n\t\tif( element.parentNode ) {\n\t\t\tlet autoAnimatedParent = closest( element.parentNode, '[data-auto-animate-target]' );\n\t\t\tif( autoAnimatedParent ) {\n\t\t\t\toptions = this.getAutoAnimateOptions( autoAnimatedParent, options );\n\t\t\t}\n\t\t}\n\n\t\tif( element.dataset.autoAnimateEasing ) {\n\t\t\toptions.easing = element.dataset.autoAnimateEasing;\n\t\t}\n\n\t\tif( element.dataset.autoAnimateDuration ) {\n\t\t\toptions.duration = parseFloat( element.dataset.autoAnimateDuration );\n\t\t}\n\n\t\tif( element.dataset.autoAnimateDelay ) {\n\t\t\toptions.delay = parseFloat( element.dataset.autoAnimateDelay );\n\t\t}\n\n\t\treturn options;\n\n\t}\n\n\t/**\n\t * Returns an object containing all of the properties\n\t * that can be auto-animated for the given element and\n\t * their current computed values.\n\t *\n\t * @param {String} direction 'from' or 'to'\n\t */\n\tgetAutoAnimatableProperties( direction, element, elementOptions ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\n\t\tlet properties = { styles: [] };\n\n\t\t// Position and size\n\t\tif( elementOptions.translate !== false || elementOptions.scale !== false ) {\n\t\t\tlet bounds;\n\n\t\t\t// Custom auto-animate may optionally return a custom tailored\n\t\t\t// measurement function\n\t\t\tif( typeof elementOptions.measure === 'function' ) {\n\t\t\t\tbounds = elementOptions.measure( element );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tif( config.center ) {\n\t\t\t\t\t// More precise, but breaks when used in combination\n\t\t\t\t\t// with zoom for scaling the deck ¯\\_(ツ)_/¯\n\t\t\t\t\tbounds = element.getBoundingClientRect();\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tlet scale = this.Reveal.getScale();\n\t\t\t\t\tbounds = {\n\t\t\t\t\t\tx: element.offsetLeft * scale,\n\t\t\t\t\t\ty: element.offsetTop * scale,\n\t\t\t\t\t\twidth: element.offsetWidth * scale,\n\t\t\t\t\t\theight: element.offsetHeight * scale\n\t\t\t\t\t};\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tproperties.x = bounds.x;\n\t\t\tproperties.y = bounds.y;\n\t\t\tproperties.width = bounds.width;\n\t\t\tproperties.height = bounds.height;\n\t\t}\n\n\t\tconst computedStyles = getComputedStyle( element );\n\n\t\t// CSS styles\n\t\t( elementOptions.styles || config.autoAnimateStyles ).forEach( style => {\n\t\t\tlet value;\n\n\t\t\t// `style` is either the property name directly, or an object\n\t\t\t// definition of a style property\n\t\t\tif( typeof style === 'string' ) style = { property: style };\n\n\t\t\tif( typeof style.from !== 'undefined' && direction === 'from' ) {\n\t\t\t\tvalue = { value: style.from, explicitValue: true };\n\t\t\t}\n\t\t\telse if( typeof style.to !== 'undefined' && direction === 'to' ) {\n\t\t\t\tvalue = { value: style.to, explicitValue: true };\n\t\t\t}\n\t\t\telse {\n\t\t\t\t// Use a unitless value for line-height so that it inherits properly\n\t\t\t\tif( style.property === 'line-height' ) {\n\t\t\t\t\tvalue = parseFloat( computedStyles['line-height'] ) / parseFloat( computedStyles['font-size'] );\n\t\t\t\t}\n\n\t\t\t\tif( isNaN(value) ) {\n\t\t\t\t\tvalue = computedStyles[style.property];\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tif( value !== '' ) {\n\t\t\t\tproperties.styles[style.property] = value;\n\t\t\t}\n\t\t} );\n\n\t\treturn properties;\n\n\t}\n\n\t/**\n\t * Get a list of all element pairs that we can animate\n\t * between the given slides.\n\t *\n\t * @param {HTMLElement} fromSlide\n\t * @param {HTMLElement} toSlide\n\t *\n\t * @return {Array} Each value is an array where [0] is\n\t * the element we're animating from and [1] is the\n\t * element we're animating to\n\t */\n\tgetAutoAnimatableElements( fromSlide, toSlide ) {\n\n\t\tlet matcher = typeof this.Reveal.getConfig().autoAnimateMatcher === 'function' ? this.Reveal.getConfig().autoAnimateMatcher : this.getAutoAnimatePairs;\n\n\t\tlet pairs = matcher.call( this, fromSlide, toSlide );\n\n\t\tlet reserved = [];\n\n\t\t// Remove duplicate pairs\n\t\treturn pairs.filter( ( pair, index ) => {\n\t\t\tif( reserved.indexOf( pair.to ) === -1 ) {\n\t\t\t\treserved.push( pair.to );\n\t\t\t\treturn true;\n\t\t\t}\n\t\t} );\n\n\t}\n\n\t/**\n\t * Identifies matching elements between slides.\n\t *\n\t * You can specify a custom matcher function by using\n\t * the `autoAnimateMatcher` config option.\n\t */\n\tgetAutoAnimatePairs( fromSlide, toSlide ) {\n\n\t\tlet pairs = [];\n\n\t\tconst codeNodes = 'pre';\n\t\tconst textNodes = 'h1, h2, h3, h4, h5, h6, p, li';\n\t\tconst mediaNodes = 'img, video, iframe';\n\n\t\t// Explicit matches via data-id\n\t\tthis.findAutoAnimateMatches( pairs, fromSlide, toSlide, '[data-id]', node => {\n\t\t\treturn node.nodeName + ':::' + node.getAttribute( 'data-id' );\n\t\t} );\n\n\t\t// Text\n\t\tthis.findAutoAnimateMatches( pairs, fromSlide, toSlide, textNodes, node => {\n\t\t\treturn node.nodeName + ':::' + node.innerText;\n\t\t} );\n\n\t\t// Media\n\t\tthis.findAutoAnimateMatches( pairs, fromSlide, toSlide, mediaNodes, node => {\n\t\t\treturn node.nodeName + ':::' + ( node.getAttribute( 'src' ) || node.getAttribute( 'data-src' ) );\n\t\t} );\n\n\t\t// Code\n\t\tthis.findAutoAnimateMatches( pairs, fromSlide, toSlide, codeNodes, node => {\n\t\t\treturn node.nodeName + ':::' + node.innerText;\n\t\t} );\n\n\t\tpairs.forEach( pair => {\n\t\t\t// Disable scale transformations on text nodes, we transition\n\t\t\t// each individual text property instead\n\t\t\tif( matches( pair.from, textNodes ) ) {\n\t\t\t\tpair.options = { scale: false };\n\t\t\t}\n\t\t\t// Animate individual lines of code\n\t\t\telse if( matches( pair.from, codeNodes ) ) {\n\n\t\t\t\t// Transition the code block's width and height instead of scaling\n\t\t\t\t// to prevent its content from being squished\n\t\t\t\tpair.options = { scale: false, styles: [ 'width', 'height' ] };\n\n\t\t\t\t// Lines of code\n\t\t\t\tthis.findAutoAnimateMatches( pairs, pair.from, pair.to, '.hljs .hljs-ln-code', node => {\n\t\t\t\t\treturn node.textContent;\n\t\t\t\t}, {\n\t\t\t\t\tscale: false,\n\t\t\t\t\tstyles: [],\n\t\t\t\t\tmeasure: this.getLocalBoundingBox.bind( this )\n\t\t\t\t} );\n\n\t\t\t\t// Line numbers\n\t\t\t\tthis.findAutoAnimateMatches( pairs, pair.from, pair.to, '.hljs .hljs-ln-numbers[data-line-number]', node => {\n\t\t\t\t\treturn node.getAttribute( 'data-line-number' );\n\t\t\t\t}, {\n\t\t\t\t\tscale: false,\n\t\t\t\t\tstyles: [ 'width' ],\n\t\t\t\t\tmeasure: this.getLocalBoundingBox.bind( this )\n\t\t\t\t} );\n\n\t\t\t}\n\n\t\t}, this );\n\n\t\treturn pairs;\n\n\t}\n\n\t/**\n\t * Helper method which returns a bounding box based on\n\t * the given elements offset coordinates.\n\t *\n\t * @param {HTMLElement} element\n\t * @return {Object} x, y, width, height\n\t */\n\tgetLocalBoundingBox( element ) {\n\n\t\tconst presentationScale = this.Reveal.getScale();\n\n\t\treturn {\n\t\t\tx: Math.round( ( element.offsetLeft * presentationScale ) * 100 ) / 100,\n\t\t\ty: Math.round( ( element.offsetTop * presentationScale ) * 100 ) / 100,\n\t\t\twidth: Math.round( ( element.offsetWidth * presentationScale ) * 100 ) / 100,\n\t\t\theight: Math.round( ( element.offsetHeight * presentationScale ) * 100 ) / 100\n\t\t};\n\n\t}\n\n\t/**\n\t * Finds matching elements between two slides.\n\t *\n\t * @param {Array} pairs            \tList of pairs to push matches to\n\t * @param {HTMLElement} fromScope   Scope within the from element exists\n\t * @param {HTMLElement} toScope     Scope within the to element exists\n\t * @param {String} selector         CSS selector of the element to match\n\t * @param {Function} serializer     A function that accepts an element and returns\n\t *                                  a stringified ID based on its contents\n\t * @param {Object} animationOptions Optional config options for this pair\n\t */\n\tfindAutoAnimateMatches( pairs, fromScope, toScope, selector, serializer, animationOptions ) {\n\n\t\tlet fromMatches = {};\n\t\tlet toMatches = {};\n\n\t\t[].slice.call( fromScope.querySelectorAll( selector ) ).forEach( ( element, i ) => {\n\t\t\tconst key = serializer( element );\n\t\t\tif( typeof key === 'string' && key.length ) {\n\t\t\t\tfromMatches[key] = fromMatches[key] || [];\n\t\t\t\tfromMatches[key].push( element );\n\t\t\t}\n\t\t} );\n\n\t\t[].slice.call( toScope.querySelectorAll( selector ) ).forEach( ( element, i ) => {\n\t\t\tconst key = serializer( element );\n\t\t\ttoMatches[key] = toMatches[key] || [];\n\t\t\ttoMatches[key].push( element );\n\n\t\t\tlet fromElement;\n\n\t\t\t// Retrieve the 'from' element\n\t\t\tif( fromMatches[key] ) {\n\t\t\t\tconst primaryIndex = toMatches[key].length - 1;\n\t\t\t\tconst secondaryIndex = fromMatches[key].length - 1;\n\n\t\t\t\t// If there are multiple identical from elements, retrieve\n\t\t\t\t// the one at the same index as our to-element.\n\t\t\t\tif( fromMatches[key][ primaryIndex ] ) {\n\t\t\t\t\tfromElement = fromMatches[key][ primaryIndex ];\n\t\t\t\t\tfromMatches[key][ primaryIndex ] = null;\n\t\t\t\t}\n\t\t\t\t// If there are no matching from-elements at the same index,\n\t\t\t\t// use the last one.\n\t\t\t\telse if( fromMatches[key][ secondaryIndex ] ) {\n\t\t\t\t\tfromElement = fromMatches[key][ secondaryIndex ];\n\t\t\t\t\tfromMatches[key][ secondaryIndex ] = null;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// If we've got a matching pair, push it to the list of pairs\n\t\t\tif( fromElement ) {\n\t\t\t\tpairs.push({\n\t\t\t\t\tfrom: fromElement,\n\t\t\t\t\tto: element,\n\t\t\t\t\toptions: animationOptions\n\t\t\t\t});\n\t\t\t}\n\t\t} );\n\n\t}\n\n\t/**\n\t * Returns a all elements within the given scope that should\n\t * be considered unmatched in an auto-animate transition. If\n\t * fading of unmatched elements is turned on, these elements\n\t * will fade when going between auto-animate slides.\n\t *\n\t * Note that parents of auto-animate targets are NOT considered\n\t * unmatched since fading them would break the auto-animation.\n\t *\n\t * @param {HTMLElement} rootElement\n\t * @return {Array}\n\t */\n\tgetUnmatchedAutoAnimateElements( rootElement ) {\n\n\t\treturn [].slice.call( rootElement.children ).reduce( ( result, element ) => {\n\n\t\t\tconst containsAnimatedElements = element.querySelector( '[data-auto-animate-target]' );\n\n\t\t\t// The element is unmatched if\n\t\t\t// - It is not an auto-animate target\n\t\t\t// - It does not contain any auto-animate targets\n\t\t\tif( !element.hasAttribute( 'data-auto-animate-target' ) && !containsAnimatedElements ) {\n\t\t\t\tresult.push( element );\n\t\t\t}\n\n\t\t\tif( element.querySelector( '[data-auto-animate-target]' ) ) {\n\t\t\t\tresult = result.concat( this.getUnmatchedAutoAnimateElements( element ) );\n\t\t\t}\n\n\t\t\treturn result;\n\n\t\t}, [] );\n\n\t}\n\n}\n","import { HORIZONTAL_SLIDES_SELECTOR, HORIZONTAL_BACKGROUNDS_SELECTOR } from '../utils/constants.js'\nimport { queryAll } from '../utils/util.js'\n\nconst HIDE_SCROLLBAR_TIMEOUT = 500;\nconst MAX_PROGRESS_SPACING = 4;\nconst MIN_PROGRESS_SEGMENT_HEIGHT = 6;\nconst MIN_PLAYHEAD_HEIGHT = 8;\n\n/**\n * The scroll view lets you read a reveal.js presentation\n * as a linear scrollable page.\n */\nexport default class ScrollView {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.active = false;\n\t\tthis.activatedCallbacks = [];\n\n\t\tthis.onScroll = this.onScroll.bind( this );\n\n\t}\n\n\t/**\n\t * Activates the scroll view. This rearranges the presentation DOM\n\t * by—among other things—wrapping each slide in a page element.\n\t */\n\tactivate() {\n\n\t\tif( this.active ) return;\n\n\t\tconst stateBeforeActivation = this.Reveal.getState();\n\n\t\tthis.active = true;\n\n\t\t// Store the full presentation HTML so that we can restore it\n\t\t// when/if the scroll view is deactivated\n\t\tthis.slideHTMLBeforeActivation = this.Reveal.getSlidesElement().innerHTML;\n\n\t\tconst horizontalSlides = queryAll( this.Reveal.getRevealElement(), HORIZONTAL_SLIDES_SELECTOR );\n\t\tconst horizontalBackgrounds = queryAll( this.Reveal.getRevealElement(), HORIZONTAL_BACKGROUNDS_SELECTOR );\n\n\t\tthis.viewportElement.classList.add( 'loading-scroll-mode', 'reveal-scroll' );\n\n\t\tlet presentationBackground;\n\n\t\tconst viewportStyles = window.getComputedStyle( this.viewportElement );\n\t\tif( viewportStyles && viewportStyles.background ) {\n\t\t\tpresentationBackground = viewportStyles.background;\n\t\t}\n\n\t\tconst pageElements = [];\n\t\tconst pageContainer = horizontalSlides[0].parentNode;\n\n\t\tlet previousSlide;\n\n\t\t// Creates a new page element and appends the given slide/bg\n\t\t// to it.\n\t\tconst createPageElement = ( slide, h, v, isVertical ) => {\n\n\t\t\tlet contentContainer;\n\n\t\t\t// If this slide is part of an auto-animation sequence, we\n\t\t\t// group it under the same page element as the previous slide\n\t\t\tif( previousSlide && this.Reveal.shouldAutoAnimateBetween( previousSlide, slide ) ) {\n\t\t\t\tcontentContainer = document.createElement( 'div' );\n\t\t\t\tcontentContainer.className = 'scroll-page-content scroll-auto-animate-page';\n\t\t\t\tcontentContainer.style.display = 'none';\n\t\t\t\tpreviousSlide.closest( '.scroll-page-content' ).parentNode.appendChild( contentContainer );\n\t\t\t}\n\t\t\telse {\n\t\t\t\t// Wrap the slide in a page element and hide its overflow\n\t\t\t\t// so that no page ever flows onto another\n\t\t\t\tconst page = document.createElement( 'div' );\n\t\t\t\tpage.className = 'scroll-page';\n\t\t\t\tpageElements.push( page );\n\n\t\t\t\t// This transfers over the background of the vertical stack containing\n\t\t\t\t// the slide if it exists. Otherwise, it uses the presentation-wide\n\t\t\t\t// background.\n\t\t\t\tif( isVertical && horizontalBackgrounds.length > h ) {\n\t\t\t\t\tconst slideBackground = horizontalBackgrounds[h];\n\t\t\t\t\tconst pageBackground = window.getComputedStyle( slideBackground );\n\n\t\t\t\t\tif( pageBackground && pageBackground.background ) {\n\t\t\t\t\t\tpage.style.background = pageBackground.background;\n\t\t\t\t\t}\n\t\t\t\t\telse if( presentationBackground ) {\n\t\t\t\t\t\tpage.style.background = presentationBackground;\n\t\t\t\t\t}\n\t\t\t\t} else if( presentationBackground ) {\n\t\t\t\t\tpage.style.background = presentationBackground;\n\t\t\t\t}\n\n\t\t\t\tconst stickyContainer = document.createElement( 'div' );\n\t\t\t\tstickyContainer.className = 'scroll-page-sticky';\n\t\t\t\tpage.appendChild( stickyContainer );\n\n\t\t\t\tcontentContainer = document.createElement( 'div' );\n\t\t\t\tcontentContainer.className = 'scroll-page-content';\n\t\t\t\tstickyContainer.appendChild( contentContainer );\n\t\t\t}\n\n\t\t\tcontentContainer.appendChild( slide );\n\n\t\t\tslide.classList.remove( 'past', 'future' );\n\t\t\tslide.setAttribute( 'data-index-h', h );\n\t\t\tslide.setAttribute( 'data-index-v', v );\n\n\t\t\tif( slide.slideBackgroundElement ) {\n\t\t\t\tslide.slideBackgroundElement.remove( 'past', 'future' );\n\t\t\t\tcontentContainer.insertBefore( slide.slideBackgroundElement, slide );\n\t\t\t}\n\n\t\t\tpreviousSlide = slide;\n\n\t\t}\n\n\t\t// Slide and slide background layout\n\t\thorizontalSlides.forEach( ( horizontalSlide, h ) => {\n\n\t\t\tif( this.Reveal.isVerticalStack( horizontalSlide ) ) {\n\t\t\t\thorizontalSlide.querySelectorAll( 'section' ).forEach( ( verticalSlide, v ) => {\n\t\t\t\t\tcreatePageElement( verticalSlide, h, v, true );\n\t\t\t\t});\n\t\t\t}\n\t\t\telse {\n\t\t\t\tcreatePageElement( horizontalSlide, h, 0 );\n\t\t\t}\n\n\t\t}, this );\n\n\t\tthis.createProgressBar();\n\n\t\t// Remove leftover stacks\n\t\tqueryAll( this.Reveal.getRevealElement(), '.stack' ).forEach( stack => stack.remove() );\n\n\t\t// Add our newly created pages to the DOM\n\t\tpageElements.forEach( page => pageContainer.appendChild( page ) );\n\n\t\t// Re-run JS-based content layout after the slide is added to page DOM\n\t\tthis.Reveal.slideContent.layout( this.Reveal.getSlidesElement() );\n\n\t\tthis.Reveal.layout();\n\t\tthis.Reveal.setState( stateBeforeActivation );\n\n\t\tthis.activatedCallbacks.forEach( callback => callback() );\n\t\tthis.activatedCallbacks = [];\n\n\t\tthis.restoreScrollPosition();\n\n\t\tthis.viewportElement.classList.remove( 'loading-scroll-mode' );\n\t\tthis.viewportElement.addEventListener( 'scroll', this.onScroll, { passive: true } );\n\n\t}\n\n\t/**\n\t * Deactivates the scroll view and restores the standard slide-based\n\t * presentation.\n\t */\n\tdeactivate() {\n\n\t\tif( !this.active ) return;\n\n\t\tconst stateBeforeDeactivation = this.Reveal.getState();\n\n\t\tthis.active = false;\n\n\t\tthis.viewportElement.removeEventListener( 'scroll', this.onScroll );\n\t\tthis.viewportElement.classList.remove( 'reveal-scroll' );\n\n\t\tthis.removeProgressBar();\n\n\t\tthis.Reveal.getSlidesElement().innerHTML = this.slideHTMLBeforeActivation;\n\t\tthis.Reveal.sync();\n\t\tthis.Reveal.setState( stateBeforeDeactivation );\n\n\t\tthis.slideHTMLBeforeActivation = null;\n\n\t}\n\n\ttoggle( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? this.activate() : this.deactivate();\n\t\t}\n\t\telse {\n\t\t\tthis.isActive() ? this.deactivate() : this.activate();\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if the scroll view is currently active.\n\t */\n\tisActive() {\n\n\t\treturn this.active;\n\n\t}\n\n\t/**\n\t * Renders the progress bar component.\n\t */\n\tcreateProgressBar() {\n\n\t\tthis.progressBar = document.createElement( 'div' );\n\t\tthis.progressBar.className = 'scrollbar';\n\n\t\tthis.progressBarInner = document.createElement( 'div' );\n\t\tthis.progressBarInner.className = 'scrollbar-inner';\n\t\tthis.progressBar.appendChild( this.progressBarInner );\n\n\t\tthis.progressBarPlayhead = document.createElement( 'div' );\n\t\tthis.progressBarPlayhead.className = 'scrollbar-playhead';\n\t\tthis.progressBarInner.appendChild( this.progressBarPlayhead );\n\n\t\tthis.viewportElement.insertBefore( this.progressBar, this.viewportElement.firstChild );\n\n\t\tconst handleDocumentMouseMove\t= ( event ) => {\n\n\t\t\tlet progress = ( event.clientY - this.progressBarInner.getBoundingClientRect().top ) / this.progressBarHeight;\n\t\t\tprogress = Math.max( Math.min( progress, 1 ), 0 );\n\n\t\t\tthis.viewportElement.scrollTop = progress * ( this.viewportElement.scrollHeight - this.viewportElement.offsetHeight );\n\n\t\t};\n\n\t\tconst handleDocumentMouseUp = ( event ) => {\n\n\t\t\tthis.draggingProgressBar = false;\n\t\t\tthis.showProgressBar();\n\n\t\t\tdocument.removeEventListener( 'mousemove', handleDocumentMouseMove );\n\t\t\tdocument.removeEventListener( 'mouseup', handleDocumentMouseUp );\n\n\t\t};\n\n\t\tconst handleMouseDown = ( event ) => {\n\n\t\t\tevent.preventDefault();\n\n\t\t\tthis.draggingProgressBar = true;\n\n\t\t\tdocument.addEventListener( 'mousemove', handleDocumentMouseMove );\n\t\t\tdocument.addEventListener( 'mouseup', handleDocumentMouseUp );\n\n\t\t\thandleDocumentMouseMove( event );\n\n\t\t};\n\n\t\tthis.progressBarInner.addEventListener( 'mousedown', handleMouseDown );\n\n\t}\n\n\tremoveProgressBar() {\n\n\t\tif( this.progressBar ) {\n\t\t\tthis.progressBar.remove();\n\t\t\tthis.progressBar = null;\n\t\t}\n\n\t}\n\n\tlayout() {\n\n\t\tif( this.isActive() ) {\n\t\t\tthis.syncPages();\n\t\t\tthis.syncScrollPosition();\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates our pages to match the latest configuration and\n\t * presentation size.\n\t */\n\tsyncPages() {\n\n\t\tconst config = this.Reveal.getConfig();\n\n\t\tconst slideSize = this.Reveal.getComputedSlideSize( window.innerWidth, window.innerHeight );\n\t\tconst scale = this.Reveal.getScale();\n\t\tconst useCompactLayout = config.scrollLayout === 'compact';\n\n\t\tconst viewportHeight = this.viewportElement.offsetHeight;\n\t\tconst compactHeight = slideSize.height * scale;\n\t\tconst pageHeight = useCompactLayout ? compactHeight : viewportHeight;\n\n\t\t// The height that needs to be scrolled between scroll triggers\n\t\tthis.scrollTriggerHeight = useCompactLayout ? compactHeight : viewportHeight;\n\n\t\tthis.viewportElement.style.setProperty( '--page-height', pageHeight + 'px' );\n\t\tthis.viewportElement.style.scrollSnapType = typeof config.scrollSnap === 'string' ? `y ${config.scrollSnap}` : '';\n\n\t\t// This will hold all scroll triggers used to show/hide slides\n\t\tthis.slideTriggers = [];\n\n\t\tconst pageElements = Array.from( this.Reveal.getRevealElement().querySelectorAll( '.scroll-page' ) );\n\n\t\tthis.pages = pageElements.map( pageElement => {\n\t\t\tconst page = this.createPage({\n\t\t\t\tpageElement,\n\t\t\t\tslideElement: pageElement.querySelector( 'section' ),\n\t\t\t\tstickyElement: pageElement.querySelector( '.scroll-page-sticky' ),\n\t\t\t\tcontentElement: pageElement.querySelector( '.scroll-page-content' ),\n\t\t\t\tbackgroundElement: pageElement.querySelector( '.slide-background' ),\n\t\t\t\tautoAnimateElements: pageElement.querySelectorAll( '.scroll-auto-animate-page' ),\n\t\t\t\tautoAnimatePages: []\n\t\t\t});\n\n\t\t\tpage.pageElement.style.setProperty( '--slide-height', config.center === true ? 'auto' : slideSize.height + 'px' );\n\n\t\t\tthis.slideTriggers.push({\n\t\t\t\tpage: page,\n\t\t\t\tactivate: () => this.activatePage( page ),\n\t\t\t\tdeactivate: () => this.deactivatePage( page )\n\t\t\t});\n\n\t\t\t// Create scroll triggers that show/hide fragments\n\t\t\tthis.createFragmentTriggersForPage( page );\n\n\t\t\t// Create scroll triggers for triggering auto-animate steps\n\t\t\tif( page.autoAnimateElements.length > 0 ) {\n\t\t\t\tthis.createAutoAnimateTriggersForPage( page );\n\t\t\t}\n\n\t\t\tlet totalScrollTriggerCount = Math.max( page.scrollTriggers.length - 1, 0 );\n\n\t\t\t// Each auto-animate step may include its own scroll triggers\n\t\t\t// for fragments, ensure we count those as well\n\t\t\ttotalScrollTriggerCount += page.autoAnimatePages.reduce( ( total, page ) => {\n\t\t\t\treturn total + Math.max( page.scrollTriggers.length - 1, 0 );\n\t\t\t}, page.autoAnimatePages.length );\n\n\t\t\t// Clean up from previous renders\n\t\t\tpage.pageElement.querySelectorAll( '.scroll-snap-point' ).forEach( el => el.remove() );\n\n\t\t\t// Create snap points for all scroll triggers\n\t\t\t// - Can't be absolute in FF\n\t\t\t// - Can't be 0-height in Safari\n\t\t\t// - Can't use snap-align on parent in Safari because then\n\t\t\t//   inner triggers won't work\n\t\t\tfor( let i = 0; i < totalScrollTriggerCount + 1; i++ ) {\n\t\t\t\tconst triggerStick = document.createElement( 'div' );\n\t\t\t\ttriggerStick.className = 'scroll-snap-point';\n\t\t\t\ttriggerStick.style.height = this.scrollTriggerHeight + 'px';\n\t\t\t\ttriggerStick.style.scrollSnapAlign = useCompactLayout ? 'center' : 'start';\n\t\t\t\tpage.pageElement.appendChild( triggerStick );\n\n\t\t\t\tif( i === 0 ) {\n\t\t\t\t\ttriggerStick.style.marginTop = -this.scrollTriggerHeight + 'px';\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// In the compact layout, only slides with scroll triggers cover the\n\t\t\t// full viewport height. This helps avoid empty gaps before or after\n\t\t\t// a sticky slide.\n\t\t\tif( useCompactLayout && page.scrollTriggers.length > 0 ) {\n\t\t\t\tpage.pageHeight = viewportHeight;\n\t\t\t\tpage.pageElement.style.setProperty( '--page-height', viewportHeight + 'px' );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tpage.pageHeight = pageHeight;\n\t\t\t\tpage.pageElement.style.removeProperty( '--page-height' );\n\t\t\t}\n\n\t\t\t// Add scroll padding based on how many scroll triggers we have\n\t\t\tpage.scrollPadding = this.scrollTriggerHeight * totalScrollTriggerCount;\n\n\t\t\t// The total height including scrollable space\n\t\t\tpage.totalHeight = page.pageHeight + page.scrollPadding;\n\n\t\t\t// This is used to pad the height of our page in CSS\n\t\t\tpage.pageElement.style.setProperty( '--page-scroll-padding', page.scrollPadding + 'px' );\n\n\t\t\t// If this is a sticky page, stick it to the vertical center\n\t\t\tif( totalScrollTriggerCount > 0 ) {\n\t\t\t\tpage.stickyElement.style.position = 'sticky';\n\t\t\t\tpage.stickyElement.style.top = Math.max( ( viewportHeight - page.pageHeight ) / 2, 0 ) + 'px';\n\t\t\t}\n\t\t\telse {\n\t\t\t\tpage.stickyElement.style.position = 'relative';\n\t\t\t\tpage.pageElement.style.scrollSnapAlign = page.pageHeight < viewportHeight ? 'center' : 'start';\n\t\t\t}\n\n\t\t\treturn page;\n\t\t} );\n\n\t\tthis.setTriggerRanges();\n\n\t\t/*\n\t\tconsole.log(this.slideTriggers.map( t => {\n\t\t\treturn {\n\t\t\t\trange: `${t.range[0].toFixed(2)}-${t.range[1].toFixed(2)}`,\n\t\t\t\ttriggers: t.page.scrollTriggers.map( t => {\n\t\t\t\t\treturn `${t.range[0].toFixed(2)}-${t.range[1].toFixed(2)}`\n\t\t\t\t}).join( ', ' ),\n\t\t\t}\n\t\t}))\n\t\t*/\n\n\t\tthis.viewportElement.setAttribute( 'data-scrollbar', config.scrollProgress );\n\n\t\tif( config.scrollProgress && this.totalScrollTriggerCount > 1 ) {\n\t\t\t// Create the progress bar if it doesn't already exist\n\t\t\tif( !this.progressBar ) this.createProgressBar();\n\n\t\t\tthis.syncProgressBar();\n\t\t}\n\t\telse {\n\t\t\tthis.removeProgressBar();\n\t\t}\n\n\t}\n\n\t/**\n\t * Calculates and sets the scroll range for all of our scroll\n\t * triggers.\n\t */\n\tsetTriggerRanges() {\n\n\t\t// Calculate the total number of scroll triggers\n\t\tthis.totalScrollTriggerCount = this.slideTriggers.reduce( ( total, trigger ) => {\n\t\t\treturn total + Math.max( trigger.page.scrollTriggers.length, 1 );\n\t\t}, 0 );\n\n\t\tlet rangeStart = 0;\n\n\t\t// Calculate the scroll range of each scroll trigger on a scale\n\t\t// of 0-1\n\t\tthis.slideTriggers.forEach( ( trigger, i ) => {\n\t\t\ttrigger.range = [\n\t\t\t\trangeStart,\n\t\t\t\trangeStart + Math.max( trigger.page.scrollTriggers.length, 1 ) / this.totalScrollTriggerCount\n\t\t\t];\n\n\t\t\tconst scrollTriggerSegmentSize = ( trigger.range[1] - trigger.range[0] ) / trigger.page.scrollTriggers.length;\n\t\t\t// Set the range for each inner scroll trigger\n\t\t\ttrigger.page.scrollTriggers.forEach( ( scrollTrigger, i ) => {\n\t\t\t\tscrollTrigger.range = [\n\t\t\t\t\trangeStart + i * scrollTriggerSegmentSize,\n\t\t\t\t\trangeStart + ( i + 1 ) * scrollTriggerSegmentSize\n\t\t\t\t];\n\t\t\t} );\n\n\t\t\trangeStart = trigger.range[1];\n\t\t} );\n\n\t}\n\n\t/**\n\t * Creates one scroll trigger for each fragments in the given page.\n\t *\n\t * @param {*} page\n\t */\n\tcreateFragmentTriggersForPage( page, slideElement ) {\n\n\t\tslideElement = slideElement || page.slideElement;\n\n\t\t// Each fragment 'group' is an array containing one or more\n\t\t// fragments. Multiple fragments that appear at the same time\n\t\t// are part of the same group.\n\t\tconst fragmentGroups = this.Reveal.fragments.sort( slideElement.querySelectorAll( '.fragment' ), true );\n\n\t\t// Create scroll triggers that show/hide fragments\n\t\tif( fragmentGroups.length ) {\n\t\t\tpage.fragments = this.Reveal.fragments.sort( slideElement.querySelectorAll( '.fragment:not(.disabled)' ) );\n\t\t\tpage.scrollTriggers.push(\n\t\t\t\t// Trigger for the initial state with no fragments visible\n\t\t\t\t{\n\t\t\t\t\tactivate: () => {\n\t\t\t\t\t\tthis.Reveal.fragments.update( -1, page.fragments, slideElement );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t);\n\n\t\t\t// Triggers for each fragment group\n\t\t\tfragmentGroups.forEach( ( fragments, i ) => {\n\t\t\t\tpage.scrollTriggers.push({\n\t\t\t\t\tactivate: () => {\n\t\t\t\t\t\tthis.Reveal.fragments.update( i, page.fragments, slideElement );\n\t\t\t\t\t}\n\t\t\t\t});\n\t\t\t} );\n\t\t}\n\n\n\t\treturn page.scrollTriggers.length;\n\n\t}\n\n\t/**\n\t * Creates scroll triggers for the auto-animate steps in the\n\t * given page.\n\t *\n\t * @param {*} page\n\t */\n\tcreateAutoAnimateTriggersForPage( page ) {\n\n\t\tif( page.autoAnimateElements.length > 0 ) {\n\n\t\t\t// Triggers for each subsequent auto-animate slide\n\t\t\tthis.slideTriggers.push( ...Array.from( page.autoAnimateElements ).map( ( autoAnimateElement, i ) => {\n\t\t\t\tlet autoAnimatePage = this.createPage({\n\t\t\t\t\tslideElement: autoAnimateElement.querySelector( 'section' ),\n\t\t\t\t\tcontentElement: autoAnimateElement,\n\t\t\t\t\tbackgroundElement: autoAnimateElement.querySelector( '.slide-background' )\n\t\t\t\t});\n\n\t\t\t\t// Create fragment scroll triggers for the auto-animate slide\n\t\t\t\tthis.createFragmentTriggersForPage( autoAnimatePage, autoAnimatePage.slideElement );\n\n\t\t\t\tpage.autoAnimatePages.push( autoAnimatePage );\n\n\t\t\t\t// Return our slide trigger\n\t\t\t\treturn {\n\t\t\t\t\tpage: autoAnimatePage,\n\t\t\t\t\tactivate: () => this.activatePage( autoAnimatePage ),\n\t\t\t\t\tdeactivate: () => this.deactivatePage( autoAnimatePage )\n\t\t\t\t};\n\t\t\t}));\n\t\t}\n\n\t}\n\n\t/**\n\t * Helper method for creating a page definition and adding\n\t * required fields. A \"page\" is a slide or auto-animate step.\n\t */\n\tcreatePage( page ) {\n\n\t\tpage.scrollTriggers = [];\n\t\tpage.indexh = parseInt( page.slideElement.getAttribute( 'data-index-h' ), 10 );\n\t\tpage.indexv = parseInt( page.slideElement.getAttribute( 'data-index-v' ), 10 );\n\n\t\treturn page;\n\n\t}\n\n\t/**\n\t * Rerenders progress bar segments so that they match the current\n\t * reveal.js config and size.\n\t */\n\tsyncProgressBar() {\n\n\t\tthis.progressBarInner.querySelectorAll( '.scrollbar-slide' ).forEach( slide => slide.remove() );\n\n\t\tconst scrollHeight = this.viewportElement.scrollHeight;\n\t\tconst viewportHeight = this.viewportElement.offsetHeight;\n\t\tconst viewportHeightFactor = viewportHeight / scrollHeight;\n\n\t\tthis.progressBarHeight = this.progressBarInner.offsetHeight;\n\t\tthis.playheadHeight = Math.max( viewportHeightFactor * this.progressBarHeight, MIN_PLAYHEAD_HEIGHT );\n\t\tthis.progressBarScrollableHeight = this.progressBarHeight - this.playheadHeight;\n\n\t\tconst progressSegmentHeight = viewportHeight / scrollHeight * this.progressBarHeight;\n\t\tconst spacing = Math.min( progressSegmentHeight / 8, MAX_PROGRESS_SPACING );\n\n\t\tthis.progressBarPlayhead.style.height = this.playheadHeight - spacing + 'px';\n\n\t\t// Don't show individual segments if they're too small\n\t\tif( progressSegmentHeight > MIN_PROGRESS_SEGMENT_HEIGHT ) {\n\n\t\t\tthis.slideTriggers.forEach( slideTrigger => {\n\n\t\t\t\tconst { page } = slideTrigger;\n\n\t\t\t\t// Visual representation of a slide\n\t\t\t\tpage.progressBarSlide = document.createElement( 'div' );\n\t\t\t\tpage.progressBarSlide.className = 'scrollbar-slide';\n\t\t\t\tpage.progressBarSlide.style.top = slideTrigger.range[0] * this.progressBarHeight + 'px';\n\t\t\t\tpage.progressBarSlide.style.height = ( slideTrigger.range[1] - slideTrigger.range[0] ) * this.progressBarHeight - spacing + 'px';\n\t\t\t\tpage.progressBarSlide.classList.toggle( 'has-triggers', page.scrollTriggers.length > 0 );\n\t\t\t\tthis.progressBarInner.appendChild( page.progressBarSlide );\n\n\t\t\t\t// Visual representations of each scroll trigger\n\t\t\t\tpage.scrollTriggerElements = page.scrollTriggers.map( ( trigger, i ) => {\n\n\t\t\t\t\tconst triggerElement = document.createElement( 'div' );\n\t\t\t\t\ttriggerElement.className = 'scrollbar-trigger';\n\t\t\t\t\ttriggerElement.style.top = ( trigger.range[0] - slideTrigger.range[0] ) * this.progressBarHeight + 'px';\n\t\t\t\t\ttriggerElement.style.height = ( trigger.range[1] - trigger.range[0] ) * this.progressBarHeight - spacing + 'px';\n\t\t\t\t\tpage.progressBarSlide.appendChild( triggerElement );\n\n\t\t\t\t\tif( i === 0 ) triggerElement.style.display = 'none';\n\n\t\t\t\t\treturn triggerElement;\n\n\t\t\t\t} );\n\n\t\t\t} );\n\n\t\t}\n\t\telse {\n\n\t\t\tthis.pages.forEach( page => page.progressBarSlide = null );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Reads the current scroll position and updates our active\n\t * trigger states accordingly.\n\t */\n\tsyncScrollPosition() {\n\n\t\tconst viewportHeight = this.viewportElement.offsetHeight;\n\t\tconst viewportHeightFactor = viewportHeight / this.viewportElement.scrollHeight;\n\n\t\tconst scrollTop = this.viewportElement.scrollTop;\n\t\tconst scrollHeight = this.viewportElement.scrollHeight - viewportHeight\n\t\tconst scrollProgress = Math.max( Math.min( scrollTop / scrollHeight, 1 ), 0 );\n\t\tconst scrollProgressMid = Math.max( Math.min( ( scrollTop + viewportHeight / 2 ) / this.viewportElement.scrollHeight, 1 ), 0 );\n\n\t\tlet activePage;\n\n\t\tthis.slideTriggers.forEach( ( trigger ) => {\n\t\t\tconst { page } = trigger;\n\n\t\t\tconst shouldPreload = scrollProgress >= trigger.range[0] - viewportHeightFactor*2 &&\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tscrollProgress <= trigger.range[1] + viewportHeightFactor*2;\n\n\t\t\t// Load slides that are within the preload range\n\t\t\tif( shouldPreload && !page.loaded ) {\n\t\t\t\tpage.loaded = true;\n\t\t\t\tthis.Reveal.slideContent.load( page.slideElement );\n\t\t\t}\n\t\t\telse if( page.loaded ) {\n\t\t\t\tpage.loaded = false;\n\t\t\t\tthis.Reveal.slideContent.unload( page.slideElement );\n\t\t\t}\n\n\t\t\t// If we're within this trigger range, activate it\n\t\t\tif( scrollProgress >= trigger.range[0] && scrollProgress <= trigger.range[1] ) {\n\t\t\t\tthis.activateTrigger( trigger );\n\t\t\t\tactivePage = trigger.page;\n\t\t\t}\n\t\t\t// .. otherwise deactivate\n\t\t\telse if( trigger.active ) {\n\t\t\t\tthis.deactivateTrigger( trigger );\n\t\t\t}\n\t\t} );\n\n\t\t// Each page can have its own scroll triggers, check if any of those\n\t\t// need to be activated/deactivated\n\t\tif( activePage ) {\n\t\t\tactivePage.scrollTriggers.forEach( ( trigger ) => {\n\t\t\t\tif( scrollProgressMid >= trigger.range[0] && scrollProgressMid <= trigger.range[1] ) {\n\t\t\t\t\tthis.activateTrigger( trigger );\n\t\t\t\t}\n\t\t\t\telse if( trigger.active ) {\n\t\t\t\t\tthis.deactivateTrigger( trigger );\n\t\t\t\t}\n\t\t\t} );\n\t\t}\n\n\t\t// Update our visual progress indication\n\t\tthis.setProgressBarValue( scrollTop / ( this.viewportElement.scrollHeight - viewportHeight ) );\n\n\t}\n\n\t/**\n\t * Moves the progress bar playhead to the specified position.\n\t *\n\t * @param {number} progress 0-1\n\t */\n\tsetProgressBarValue( progress ) {\n\n\t\tif( this.progressBar ) {\n\n\t\t\tthis.progressBarPlayhead.style.transform = `translateY(${progress * this.progressBarScrollableHeight}px)`;\n\n\t\t\tthis.getAllPages()\n\t\t\t\t.filter( page => page.progressBarSlide )\n\t\t\t\t.forEach( ( page ) => {\n\t\t\t\t\tpage.progressBarSlide.classList.toggle( 'active', page.active === true );\n\n\t\t\t\t\tpage.scrollTriggers.forEach( ( trigger, i ) => {\n\t\t\t\t\t\tpage.scrollTriggerElements[i].classList.toggle( 'active', page.active === true && trigger.active === true );\n\t\t\t\t\t} );\n\t\t\t\t} );\n\n\t\t\tthis.showProgressBar();\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Show the progress bar and, if configured, automatically hide\n\t * it after a delay.\n\t */\n\tshowProgressBar() {\n\n\t\tthis.progressBar.classList.add( 'visible' );\n\n\t\tclearTimeout( this.hideProgressBarTimeout );\n\n\t\tif( this.Reveal.getConfig().scrollProgress === 'auto' && !this.draggingProgressBar ) {\n\n\t\t\tthis.hideProgressBarTimeout = setTimeout( () => {\n\t\t\t\tif( this.progressBar ) {\n\t\t\t\t\tthis.progressBar.classList.remove( 'visible' );\n\t\t\t\t}\n\t\t\t}, HIDE_SCROLLBAR_TIMEOUT );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Scroll to the previous page.\n\t */\n\tprev() {\n\n\t\tthis.viewportElement.scrollTop -= this.scrollTriggerHeight;\n\n\t}\n\n\t/**\n\t * Scroll to the next page.\n\t */\n\tnext() {\n\n\t\tthis.viewportElement.scrollTop += this.scrollTriggerHeight;\n\n\t}\n\n\t/**\n\t * Scrolls the given slide element into view.\n\t *\n\t * @param {HTMLElement} slideElement\n\t */\n\tscrollToSlide( slideElement ) {\n\n\t\t// If the scroll view isn't active yet, queue this action\n\t\tif( !this.active ) {\n\t\t\tthis.activatedCallbacks.push( () => this.scrollToSlide( slideElement ) );\n\t\t}\n\t\telse {\n\t\t\t// Find the trigger for this slide\n\t\t\tconst trigger = this.getScrollTriggerBySlide( slideElement );\n\n\t\t\tif( trigger ) {\n\t\t\t\t// Use the trigger's range to calculate the scroll position\n\t\t\t\tthis.viewportElement.scrollTop = trigger.range[0] * ( this.viewportElement.scrollHeight - this.viewportElement.offsetHeight );\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Persists the current scroll position to session storage\n\t * so that it can be restored.\n\t */\n\tstoreScrollPosition() {\n\n\t\tclearTimeout( this.storeScrollPositionTimeout );\n\n\t\tthis.storeScrollPositionTimeout = setTimeout( () => {\n\t\t\tsessionStorage.setItem( 'reveal-scroll-top', this.viewportElement.scrollTop );\n\t\t\tsessionStorage.setItem( 'reveal-scroll-origin', location.origin + location.pathname );\n\n\t\t\tthis.storeScrollPositionTimeout = null;\n\t\t}, 50 );\n\n\t}\n\n\t/**\n\t * Restores the scroll position when a deck is reloader.\n\t */\n\trestoreScrollPosition() {\n\n\t\tconst scrollPosition = sessionStorage.getItem( 'reveal-scroll-top' );\n\t\tconst scrollOrigin = sessionStorage.getItem( 'reveal-scroll-origin' );\n\n\t\tif( scrollPosition && scrollOrigin === location.origin + location.pathname ) {\n\t\t\tthis.viewportElement.scrollTop = parseInt( scrollPosition, 10 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Activates the given page and starts its embedded content\n\t * if there is any.\n\t *\n\t * @param {object} page\n\t */\n\tactivatePage( page ) {\n\n\t\tif( !page.active ) {\n\n\t\t\tpage.active = true;\n\n\t\t\tconst { slideElement, backgroundElement, contentElement, indexh, indexv } = page;\n\n\t\t\tcontentElement.style.display = 'block';\n\n\t\t\tslideElement.classList.add( 'present' );\n\n\t\t\tif( backgroundElement ) {\n\t\t\t\tbackgroundElement.classList.add( 'present' );\n\t\t\t}\n\n\t\t\tthis.Reveal.setCurrentScrollPage( slideElement, indexh, indexv );\n\t\t\tthis.Reveal.backgrounds.bubbleSlideContrastClassToElement( slideElement, this.viewportElement );\n\n\t\t\t// If this page is part of an auto-animation there will be one\n\t\t\t// content element per auto-animated page. We need to show the\n\t\t\t// current page and hide all others.\n\t\t\tArray.from( contentElement.parentNode.querySelectorAll( '.scroll-page-content' ) ).forEach( sibling => {\n\t\t\t\tif( sibling !== contentElement ) {\n\t\t\t\t\tsibling.style.display = 'none';\n\t\t\t\t}\n\t\t\t});\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Deactivates the page after it has been visible.\n\t *\n\t * @param {object} page\n\t */\n\tdeactivatePage( page ) {\n\n\t\tif( page.active ) {\n\n\t\t\tpage.active = false;\n\t\t\tif( page.slideElement ) page.slideElement.classList.remove( 'present' );\n\t\t\tif( page.backgroundElement ) page.backgroundElement.classList.remove( 'present' );\n\n\t\t}\n\n\t}\n\n\tactivateTrigger( trigger ) {\n\n\t\tif( !trigger.active ) {\n\t\t\ttrigger.active = true;\n\t\t\ttrigger.activate();\n\t\t}\n\n\t}\n\n\tdeactivateTrigger( trigger ) {\n\n\t\tif( trigger.active ) {\n\t\t\ttrigger.active = false;\n\n\t\t\tif( trigger.deactivate ) {\n\t\t\t\ttrigger.deactivate();\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Retrieve a slide by its original h/v index (i.e. the indices the\n\t * slide had before being linearized).\n\t *\n\t * @param {number} h\n\t * @param {number} v\n\t * @returns {HTMLElement}\n\t */\n\tgetSlideByIndices( h, v ) {\n\n\t\tconst page = this.getAllPages().find( page => {\n\t\t\treturn page.indexh === h && page.indexv === v;\n\t\t} );\n\n\t\treturn page ? page.slideElement : null;\n\n\t}\n\n\t/**\n\t * Retrieve a list of all scroll triggers for the given slide\n\t * DOM element.\n\t *\n\t * @param {HTMLElement} slide\n\t * @returns {Array}\n\t */\n\tgetScrollTriggerBySlide( slide ) {\n\n\t\treturn this.slideTriggers.find( trigger => trigger.page.slideElement === slide );\n\n\t}\n\n\t/**\n\t * Get a list of all pages in the scroll view. This includes\n\t * both top-level slides and auto-animate steps.\n\t *\n\t * @returns {Array}\n\t */\n\tgetAllPages() {\n\n\t\treturn this.pages.flatMap( page => [page, ...(page.autoAnimatePages || [])] );\n\n\t}\n\n\tonScroll() {\n\n\t\tthis.syncScrollPosition();\n\t\tthis.storeScrollPosition();\n\n\t}\n\n\tget viewportElement() {\n\n\t\treturn this.Reveal.getViewportElement();\n\n\t}\n\n}\n","import { SLIDES_SELECTOR } from '../utils/constants.js'\nimport { queryAll, createStyleSheet } from '../utils/util.js'\n\n/**\n * Setups up our presentation for printing/exporting to PDF.\n */\nexport default class PrintView {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\t/**\n\t * Configures the presentation for printing to a static\n\t * PDF.\n\t */\n\tasync activate() {\n\n\t\tconst config = this.Reveal.getConfig();\n\t\tconst slides = queryAll( this.Reveal.getRevealElement(), SLIDES_SELECTOR )\n\n\t\t// Compute slide numbers now, before we start duplicating slides\n\t\tconst injectPageNumbers = config.slideNumber && /all|print/i.test( config.showSlideNumber );\n\n\t\tconst slideSize = this.Reveal.getComputedSlideSize( window.innerWidth, window.innerHeight );\n\n\t\t// Dimensions of the PDF pages\n\t\tconst pageWidth = Math.floor( slideSize.width * ( 1 + config.margin ) ),\n\t\t\tpageHeight = Math.floor( slideSize.height * ( 1 + config.margin ) );\n\n\t\t// Dimensions of slides within the pages\n\t\tconst slideWidth = slideSize.width,\n\t\t\tslideHeight = slideSize.height;\n\n\t\tawait new Promise( requestAnimationFrame );\n\n\t\t// Let the browser know what page size we want to print\n\t\tcreateStyleSheet( '@page{size:'+ pageWidth +'px '+ pageHeight +'px; margin: 0px;}' );\n\n\t\t// Limit the size of certain elements to the dimensions of the slide\n\t\tcreateStyleSheet( '.reveal section>img, .reveal section>video, .reveal section>iframe{max-width: '+ slideWidth +'px; max-height:'+ slideHeight +'px}' );\n\n\t\tdocument.documentElement.classList.add( 'reveal-print', 'print-pdf' );\n\t\tdocument.body.style.width = pageWidth + 'px';\n\t\tdocument.body.style.height = pageHeight + 'px';\n\n\t\tconst viewportElement = this.Reveal.getViewportElement();\n\t\tlet presentationBackground;\n\t\tif( viewportElement ) {\n\t\t\tconst viewportStyles = window.getComputedStyle( viewportElement );\n\t\t\tif( viewportStyles && viewportStyles.background ) {\n\t\t\t\tpresentationBackground = viewportStyles.background;\n\t\t\t}\n\t\t}\n\n\t\t// Make sure stretch elements fit on slide\n\t\tawait new Promise( requestAnimationFrame );\n\t\tthis.Reveal.layoutSlideContents( slideWidth, slideHeight );\n\n\t\t// Batch scrollHeight access to prevent layout thrashing\n\t\tawait new Promise( requestAnimationFrame );\n\n\t\tconst slideScrollHeights = slides.map( slide => slide.scrollHeight );\n\n\t\tconst pages = [];\n\t\tconst pageContainer = slides[0].parentNode;\n\t\tlet slideNumber = 1;\n\n\t\t// Slide and slide background layout\n\t\tslides.forEach( function( slide, index ) {\n\n\t\t\t// Vertical stacks are not centred since their section\n\t\t\t// children will be\n\t\t\tif( slide.classList.contains( 'stack' ) === false ) {\n\t\t\t\t// Center the slide inside of the page, giving the slide some margin\n\t\t\t\tlet left = ( pageWidth - slideWidth ) / 2;\n\t\t\t\tlet top = ( pageHeight - slideHeight ) / 2;\n\n\t\t\t\tconst contentHeight = slideScrollHeights[ index ];\n\t\t\t\tlet numberOfPages = Math.max( Math.ceil( contentHeight / pageHeight ), 1 );\n\n\t\t\t\t// Adhere to configured pages per slide limit\n\t\t\t\tnumberOfPages = Math.min( numberOfPages, config.pdfMaxPagesPerSlide );\n\n\t\t\t\t// Center slides vertically\n\t\t\t\tif( numberOfPages === 1 && config.center || slide.classList.contains( 'center' ) ) {\n\t\t\t\t\ttop = Math.max( ( pageHeight - contentHeight ) / 2, 0 );\n\t\t\t\t}\n\n\t\t\t\t// Wrap the slide in a page element and hide its overflow\n\t\t\t\t// so that no page ever flows onto another\n\t\t\t\tconst page = document.createElement( 'div' );\n\t\t\t\tpages.push( page );\n\n\t\t\t\tpage.className = 'pdf-page';\n\t\t\t\tpage.style.height = ( ( pageHeight + config.pdfPageHeightOffset ) * numberOfPages ) + 'px';\n\n\t\t\t\t// Copy the presentation-wide background to each individual\n\t\t\t\t// page when printing\n\t\t\t\tif( presentationBackground ) {\n\t\t\t\t\tpage.style.background = presentationBackground;\n\t\t\t\t}\n\n\t\t\t\tpage.appendChild( slide );\n\n\t\t\t\t// Position the slide inside of the page\n\t\t\t\tslide.style.left = left + 'px';\n\t\t\t\tslide.style.top = top + 'px';\n\t\t\t\tslide.style.width = slideWidth + 'px';\n\n\t\t\t\tthis.Reveal.slideContent.layout( slide );\n\n\t\t\t\tif( slide.slideBackgroundElement ) {\n\t\t\t\t\tpage.insertBefore( slide.slideBackgroundElement, slide );\n\t\t\t\t}\n\n\t\t\t\t// Inject notes if `showNotes` is enabled\n\t\t\t\tif( config.showNotes ) {\n\n\t\t\t\t\t// Are there notes for this slide?\n\t\t\t\t\tconst notes = this.Reveal.getSlideNotes( slide );\n\t\t\t\t\tif( notes ) {\n\n\t\t\t\t\t\tconst notesSpacing = 8;\n\t\t\t\t\t\tconst notesLayout = typeof config.showNotes === 'string' ? config.showNotes : 'inline';\n\t\t\t\t\t\tconst notesElement = document.createElement( 'div' );\n\t\t\t\t\t\tnotesElement.classList.add( 'speaker-notes' );\n\t\t\t\t\t\tnotesElement.classList.add( 'speaker-notes-pdf' );\n\t\t\t\t\t\tnotesElement.setAttribute( 'data-layout', notesLayout );\n\t\t\t\t\t\tnotesElement.innerHTML = notes;\n\n\t\t\t\t\t\tif( notesLayout === 'separate-page' ) {\n\t\t\t\t\t\t\tpages.push( notesElement );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tnotesElement.style.left = notesSpacing + 'px';\n\t\t\t\t\t\t\tnotesElement.style.bottom = notesSpacing + 'px';\n\t\t\t\t\t\t\tnotesElement.style.width = ( pageWidth - notesSpacing*2 ) + 'px';\n\t\t\t\t\t\t\tpage.appendChild( notesElement );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\t// Inject page numbers if `slideNumbers` are enabled\n\t\t\t\tif( injectPageNumbers ) {\n\t\t\t\t\tconst numberElement = document.createElement( 'div' );\n\t\t\t\t\tnumberElement.classList.add( 'slide-number' );\n\t\t\t\t\tnumberElement.classList.add( 'slide-number-pdf' );\n\t\t\t\t\tnumberElement.innerHTML = slideNumber++;\n\t\t\t\t\tpage.appendChild( numberElement );\n\t\t\t\t}\n\n\t\t\t\t// Copy page and show fragments one after another\n\t\t\t\tif( config.pdfSeparateFragments ) {\n\n\t\t\t\t\t// Each fragment 'group' is an array containing one or more\n\t\t\t\t\t// fragments. Multiple fragments that appear at the same time\n\t\t\t\t\t// are part of the same group.\n\t\t\t\t\tconst fragmentGroups = this.Reveal.fragments.sort( page.querySelectorAll( '.fragment' ), true );\n\n\t\t\t\t\tlet previousFragmentStep;\n\n\t\t\t\t\tfragmentGroups.forEach( function( fragments, index ) {\n\n\t\t\t\t\t\t// Remove 'current-fragment' from the previous group\n\t\t\t\t\t\tif( previousFragmentStep ) {\n\t\t\t\t\t\t\tpreviousFragmentStep.forEach( function( fragment ) {\n\t\t\t\t\t\t\t\tfragment.classList.remove( 'current-fragment' );\n\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\t// Show the fragments for the current index\n\t\t\t\t\t\tfragments.forEach( function( fragment ) {\n\t\t\t\t\t\t\tfragment.classList.add( 'visible', 'current-fragment' );\n\t\t\t\t\t\t}, this );\n\n\t\t\t\t\t\t// Create a separate page for the current fragment state\n\t\t\t\t\t\tconst clonedPage = page.cloneNode( true );\n\n\t\t\t\t\t\t// Inject unique page numbers for fragments\n\t\t\t\t\t\tif( injectPageNumbers ) {\n\t\t\t\t\t\t\tconst numberElement = clonedPage.querySelector( '.slide-number-pdf' );\n\t\t\t\t\t\t\tconst fragmentNumber = index + 1;\n\t\t\t\t\t\t\tnumberElement.innerHTML += '.' + fragmentNumber;\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\tpages.push( clonedPage );\n\n\t\t\t\t\t\tpreviousFragmentStep = fragments;\n\n\t\t\t\t\t}, this );\n\n\t\t\t\t\t// Reset the first/original page so that all fragments are hidden\n\t\t\t\t\tfragmentGroups.forEach( function( fragments ) {\n\t\t\t\t\t\tfragments.forEach( function( fragment ) {\n\t\t\t\t\t\t\tfragment.classList.remove( 'visible', 'current-fragment' );\n\t\t\t\t\t\t} );\n\t\t\t\t\t} );\n\n\t\t\t\t}\n\t\t\t\t// Show all fragments\n\t\t\t\telse {\n\t\t\t\t\tqueryAll( page, '.fragment:not(.fade-out)' ).forEach( function( fragment ) {\n\t\t\t\t\t\tfragment.classList.add( 'visible' );\n\t\t\t\t\t} );\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}, this );\n\n\t\tawait new Promise( requestAnimationFrame );\n\n\t\tpages.forEach( page => pageContainer.appendChild( page ) );\n\n\t\t// Re-run JS-based content layout after the slide is added to page DOM\n\t\tthis.Reveal.slideContent.layout( this.Reveal.getSlidesElement() );\n\n\t\t// Notify subscribers that the PDF layout is good to go\n\t\tthis.Reveal.dispatchEvent({ type: 'pdf-ready' });\n\n\t\tviewportElement.classList.remove( 'loading-scroll-mode' );\n\n\t}\n\n\t/**\n\t * Checks if the print mode is/should be activated.\n\t */\n\tisActive() {\n\n\t\treturn this.Reveal.getConfig().view === 'print';\n\n\t}\n\n}","import { extend, queryAll } from '../utils/util.js'\n\n/**\n * Handles sorting and navigation of slide fragments.\n * Fragments are elements within a slide that are\n * revealed/animated incrementally.\n */\nexport default class Fragments {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.fragments === false ) {\n\t\t\tthis.disable();\n\t\t}\n\t\telse if( oldConfig.fragments === false ) {\n\t\t\tthis.enable();\n\t\t}\n\n\t}\n\n\t/**\n\t * If fragments are disabled in the deck, they should all be\n\t * visible rather than stepped through.\n\t */\n\tdisable() {\n\n\t\tqueryAll( this.Reveal.getSlidesElement(), '.fragment' ).forEach( element => {\n\t\t\telement.classList.add( 'visible' );\n\t\t\telement.classList.remove( 'current-fragment' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Reverse of #disable(). Only called if fragments have\n\t * previously been disabled.\n\t */\n\tenable() {\n\n\t\tqueryAll( this.Reveal.getSlidesElement(), '.fragment' ).forEach( element => {\n\t\t\telement.classList.remove( 'visible' );\n\t\t\telement.classList.remove( 'current-fragment' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Returns an object describing the available fragment\n\t * directions.\n\t *\n\t * @return {{prev: boolean, next: boolean}}\n\t */\n\tavailableRoutes() {\n\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tif( currentSlide && this.Reveal.getConfig().fragments ) {\n\t\t\tlet fragments = currentSlide.querySelectorAll( '.fragment:not(.disabled)' );\n\t\t\tlet hiddenFragments = currentSlide.querySelectorAll( '.fragment:not(.disabled):not(.visible)' );\n\n\t\t\treturn {\n\t\t\t\tprev: fragments.length - hiddenFragments.length > 0,\n\t\t\t\tnext: !!hiddenFragments.length\n\t\t\t};\n\t\t}\n\t\telse {\n\t\t\treturn { prev: false, next: false };\n\t\t}\n\n\t}\n\n\t/**\n\t * Return a sorted fragments list, ordered by an increasing\n\t * \"data-fragment-index\" attribute.\n\t *\n\t * Fragments will be revealed in the order that they are returned by\n\t * this function, so you can use the index attributes to control the\n\t * order of fragment appearance.\n\t *\n\t * To maintain a sensible default fragment order, fragments are presumed\n\t * to be passed in document order. This function adds a \"fragment-index\"\n\t * attribute to each node if such an attribute is not already present,\n\t * and sets that attribute to an integer value which is the position of\n\t * the fragment within the fragments list.\n\t *\n\t * @param {object[]|*} fragments\n\t * @param {boolean} grouped If true the returned array will contain\n\t * nested arrays for all fragments with the same index\n\t * @return {object[]} sorted Sorted array of fragments\n\t */\n\tsort( fragments, grouped = false ) {\n\n\t\tfragments = Array.from( fragments );\n\n\t\tlet ordered = [],\n\t\t\tunordered = [],\n\t\t\tsorted = [];\n\n\t\t// Group ordered and unordered elements\n\t\tfragments.forEach( fragment => {\n\t\t\tif( fragment.hasAttribute( 'data-fragment-index' ) ) {\n\t\t\t\tlet index = parseInt( fragment.getAttribute( 'data-fragment-index' ), 10 );\n\n\t\t\t\tif( !ordered[index] ) {\n\t\t\t\t\tordered[index] = [];\n\t\t\t\t}\n\n\t\t\t\tordered[index].push( fragment );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tunordered.push( [ fragment ] );\n\t\t\t}\n\t\t} );\n\n\t\t// Append fragments without explicit indices in their\n\t\t// DOM order\n\t\tordered = ordered.concat( unordered );\n\n\t\t// Manually count the index up per group to ensure there\n\t\t// are no gaps\n\t\tlet index = 0;\n\n\t\t// Push all fragments in their sorted order to an array,\n\t\t// this flattens the groups\n\t\tordered.forEach( group => {\n\t\t\tgroup.forEach( fragment => {\n\t\t\t\tsorted.push( fragment );\n\t\t\t\tfragment.setAttribute( 'data-fragment-index', index );\n\t\t\t} );\n\n\t\t\tindex ++;\n\t\t} );\n\n\t\treturn grouped === true ? ordered : sorted;\n\n\t}\n\n\t/**\n\t * Sorts and formats all of fragments in the\n\t * presentation.\n\t */\n\tsortAll() {\n\n\t\tthis.Reveal.getHorizontalSlides().forEach( horizontalSlide => {\n\n\t\t\tlet verticalSlides = queryAll( horizontalSlide, 'section' );\n\t\t\tverticalSlides.forEach( ( verticalSlide, y ) => {\n\n\t\t\t\tthis.sort( verticalSlide.querySelectorAll( '.fragment' ) );\n\n\t\t\t}, this );\n\n\t\t\tif( verticalSlides.length === 0 ) this.sort( horizontalSlide.querySelectorAll( '.fragment' ) );\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Refreshes the fragments on the current slide so that they\n\t * have the appropriate classes (.visible + .current-fragment).\n\t *\n\t * @param {number} [index] The index of the current fragment\n\t * @param {array} [fragments] Array containing all fragments\n\t * in the current slide\n\t *\n\t * @return {{shown: array, hidden: array}}\n\t */\n\tupdate( index, fragments, slide = this.Reveal.getCurrentSlide() ) {\n\n\t\tlet changedFragments = {\n\t\t\tshown: [],\n\t\t\thidden: []\n\t\t};\n\n\t\tif( slide && this.Reveal.getConfig().fragments ) {\n\n\t\t\tfragments = fragments || this.sort( slide.querySelectorAll( '.fragment' ) );\n\n\t\t\tif( fragments.length ) {\n\n\t\t\t\tlet maxIndex = 0;\n\n\t\t\t\tif( typeof index !== 'number' ) {\n\t\t\t\t\tlet currentFragment = this.sort( slide.querySelectorAll( '.fragment.visible' ) ).pop();\n\t\t\t\t\tif( currentFragment ) {\n\t\t\t\t\t\tindex = parseInt( currentFragment.getAttribute( 'data-fragment-index' ) || 0, 10 );\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t\tArray.from( fragments ).forEach( ( el, i ) => {\n\n\t\t\t\t\tif( el.hasAttribute( 'data-fragment-index' ) ) {\n\t\t\t\t\t\ti = parseInt( el.getAttribute( 'data-fragment-index' ), 10 );\n\t\t\t\t\t}\n\n\t\t\t\t\tmaxIndex = Math.max( maxIndex, i );\n\n\t\t\t\t\t// Visible fragments\n\t\t\t\t\tif( i <= index ) {\n\t\t\t\t\t\tlet wasVisible = el.classList.contains( 'visible' )\n\t\t\t\t\t\tel.classList.add( 'visible' );\n\t\t\t\t\t\tel.classList.remove( 'current-fragment' );\n\n\t\t\t\t\t\tif( i === index ) {\n\t\t\t\t\t\t\t// Announce the fragments one by one to the Screen Reader\n\t\t\t\t\t\t\tthis.Reveal.announceStatus( this.Reveal.getStatusText( el ) );\n\n\t\t\t\t\t\t\tel.classList.add( 'current-fragment' );\n\t\t\t\t\t\t\tthis.Reveal.slideContent.startEmbeddedContent( el );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\tif( !wasVisible ) {\n\t\t\t\t\t\t\tchangedFragments.shown.push( el )\n\t\t\t\t\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\t\t\t\t\ttarget: el,\n\t\t\t\t\t\t\t\ttype: 'visible',\n\t\t\t\t\t\t\t\tbubbles: false\n\t\t\t\t\t\t\t});\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\t// Hidden fragments\n\t\t\t\t\telse {\n\t\t\t\t\t\tlet wasVisible = el.classList.contains( 'visible' )\n\t\t\t\t\t\tel.classList.remove( 'visible' );\n\t\t\t\t\t\tel.classList.remove( 'current-fragment' );\n\n\t\t\t\t\t\tif( wasVisible ) {\n\t\t\t\t\t\t\tthis.Reveal.slideContent.stopEmbeddedContent( el );\n\t\t\t\t\t\t\tchangedFragments.hidden.push( el );\n\t\t\t\t\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\t\t\t\t\ttarget: el,\n\t\t\t\t\t\t\t\ttype: 'hidden',\n\t\t\t\t\t\t\t\tbubbles: false\n\t\t\t\t\t\t\t});\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\n\t\t\t\t} );\n\n\t\t\t\t// Write the current fragment index to the slide <section>.\n\t\t\t\t// This can be used by end users to apply styles based on\n\t\t\t\t// the current fragment index.\n\t\t\t\tindex = typeof index === 'number' ? index : -1;\n\t\t\t\tindex = Math.max( Math.min( index, maxIndex ), -1 );\n\t\t\t\tslide.setAttribute( 'data-fragment', index );\n\n\t\t\t}\n\n\t\t}\n\n\t\tif( changedFragments.hidden.length ) {\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'fragmenthidden',\n\t\t\t\tdata: {\n\t\t\t\t\tfragment: changedFragments.hidden[0],\n\t\t\t\t\tfragments: changedFragments.hidden\n\t\t\t\t}\n\t\t\t});\n\t\t}\n\n\t\tif( changedFragments.shown.length ) {\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'fragmentshown',\n\t\t\t\tdata: {\n\t\t\t\t\tfragment: changedFragments.shown[0],\n\t\t\t\t\tfragments: changedFragments.shown\n\t\t\t\t}\n\t\t\t});\n\t\t}\n\n\t\treturn changedFragments;\n\n\t}\n\n\t/**\n\t * Formats the fragments on the given slide so that they have\n\t * valid indices. Call this if fragments are changed in the DOM\n\t * after reveal.js has already initialized.\n\t *\n\t * @param {HTMLElement} slide\n\t * @return {Array} a list of the HTML fragments that were synced\n\t */\n\tsync( slide = this.Reveal.getCurrentSlide() ) {\n\n\t\treturn this.sort( slide.querySelectorAll( '.fragment' ) );\n\n\t}\n\n\t/**\n\t * Navigate to the specified slide fragment.\n\t *\n\t * @param {?number} index The index of the fragment that\n\t * should be shown, -1 means all are invisible\n\t * @param {number} offset Integer offset to apply to the\n\t * fragment index\n\t *\n\t * @return {boolean} true if a change was made in any\n\t * fragments visibility as part of this call\n\t */\n\tgoto( index, offset = 0 ) {\n\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tif( currentSlide && this.Reveal.getConfig().fragments ) {\n\n\t\t\tlet fragments = this.sort( currentSlide.querySelectorAll( '.fragment:not(.disabled)' ) );\n\t\t\tif( fragments.length ) {\n\n\t\t\t\t// If no index is specified, find the current\n\t\t\t\tif( typeof index !== 'number' ) {\n\t\t\t\t\tlet lastVisibleFragment = this.sort( currentSlide.querySelectorAll( '.fragment:not(.disabled).visible' ) ).pop();\n\n\t\t\t\t\tif( lastVisibleFragment ) {\n\t\t\t\t\t\tindex = parseInt( lastVisibleFragment.getAttribute( 'data-fragment-index' ) || 0, 10 );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tindex = -1;\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t\t// Apply the offset if there is one\n\t\t\t\tindex += offset;\n\n\t\t\t\tlet changedFragments = this.update( index, fragments );\n\n\t\t\t\tthis.Reveal.controls.update();\n\t\t\t\tthis.Reveal.progress.update();\n\n\t\t\t\tif( this.Reveal.getConfig().fragmentInURL ) {\n\t\t\t\t\tthis.Reveal.location.writeURL();\n\t\t\t\t}\n\n\t\t\t\treturn !!( changedFragments.shown.length || changedFragments.hidden.length );\n\n\t\t\t}\n\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Navigate to the next slide fragment.\n\t *\n\t * @return {boolean} true if there was a next fragment,\n\t * false otherwise\n\t */\n\tnext() {\n\n\t\treturn this.goto( null, 1 );\n\n\t}\n\n\t/**\n\t * Navigate to the previous slide fragment.\n\t *\n\t * @return {boolean} true if there was a previous fragment,\n\t * false otherwise\n\t */\n\tprev() {\n\n\t\treturn this.goto( null, -1 );\n\n\t}\n\n}","import { SLIDES_SELECTOR } from '../utils/constants.js'\nimport { extend, queryAll, transformElement } from '../utils/util.js'\n\n/**\n * Handles all logic related to the overview mode\n * (birds-eye view of all slides).\n */\nexport default class Overview {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.active = false;\n\n\t\tthis.onSlideClicked = this.onSlideClicked.bind( this );\n\n\t}\n\n\t/**\n\t * Displays the overview of slides (quick nav) by scaling\n\t * down and arranging all slide elements.\n\t */\n\tactivate() {\n\n\t\t// Only proceed if enabled in config\n\t\tif( this.Reveal.getConfig().overview && !this.Reveal.isScrollView() && !this.isActive() ) {\n\n\t\t\tthis.active = true;\n\n\t\t\tthis.Reveal.getRevealElement().classList.add( 'overview' );\n\n\t\t\t// Don't auto-slide while in overview mode\n\t\t\tthis.Reveal.cancelAutoSlide();\n\n\t\t\t// Move the backgrounds element into the slide container to\n\t\t\t// that the same scaling is applied\n\t\t\tthis.Reveal.getSlidesElement().appendChild( this.Reveal.getBackgroundsElement() );\n\n\t\t\t// Clicking on an overview slide navigates to it\n\t\t\tqueryAll( this.Reveal.getRevealElement(), SLIDES_SELECTOR ).forEach( slide => {\n\t\t\t\tif( !slide.classList.contains( 'stack' ) ) {\n\t\t\t\t\tslide.addEventListener( 'click', this.onSlideClicked, true );\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\t// Calculate slide sizes\n\t\t\tconst margin = 70;\n\t\t\tconst slideSize = this.Reveal.getComputedSlideSize();\n\t\t\tthis.overviewSlideWidth = slideSize.width + margin;\n\t\t\tthis.overviewSlideHeight = slideSize.height + margin;\n\n\t\t\t// Reverse in RTL mode\n\t\t\tif( this.Reveal.getConfig().rtl ) {\n\t\t\t\tthis.overviewSlideWidth = -this.overviewSlideWidth;\n\t\t\t}\n\n\t\t\tthis.Reveal.updateSlidesVisibility();\n\n\t\t\tthis.layout();\n\t\t\tthis.update();\n\n\t\t\tthis.Reveal.layout();\n\n\t\t\tconst indices = this.Reveal.getIndices();\n\n\t\t\t// Notify observers of the overview showing\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'overviewshown',\n\t\t\t\tdata: {\n\t\t\t\t\t'indexh': indices.h,\n\t\t\t\t\t'indexv': indices.v,\n\t\t\t\t\t'currentSlide': this.Reveal.getCurrentSlide()\n\t\t\t\t}\n\t\t\t});\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Uses CSS transforms to position all slides in a grid for\n\t * display inside of the overview mode.\n\t */\n\tlayout() {\n\n\t\t// Layout slides\n\t\tthis.Reveal.getHorizontalSlides().forEach( ( hslide, h ) => {\n\t\t\thslide.setAttribute( 'data-index-h', h );\n\t\t\ttransformElement( hslide, 'translate3d(' + ( h * this.overviewSlideWidth ) + 'px, 0, 0)' );\n\n\t\t\tif( hslide.classList.contains( 'stack' ) ) {\n\n\t\t\t\tqueryAll( hslide, 'section' ).forEach( ( vslide, v ) => {\n\t\t\t\t\tvslide.setAttribute( 'data-index-h', h );\n\t\t\t\t\tvslide.setAttribute( 'data-index-v', v );\n\n\t\t\t\t\ttransformElement( vslide, 'translate3d(0, ' + ( v * this.overviewSlideHeight ) + 'px, 0)' );\n\t\t\t\t} );\n\n\t\t\t}\n\t\t} );\n\n\t\t// Layout slide backgrounds\n\t\tArray.from( this.Reveal.getBackgroundsElement().childNodes ).forEach( ( hbackground, h ) => {\n\t\t\ttransformElement( hbackground, 'translate3d(' + ( h * this.overviewSlideWidth ) + 'px, 0, 0)' );\n\n\t\t\tqueryAll( hbackground, '.slide-background' ).forEach( ( vbackground, v ) => {\n\t\t\t\ttransformElement( vbackground, 'translate3d(0, ' + ( v * this.overviewSlideHeight ) + 'px, 0)' );\n\t\t\t} );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Moves the overview viewport to the current slides.\n\t * Called each time the current slide changes.\n\t */\n\tupdate() {\n\n\t\tconst vmin = Math.min( window.innerWidth, window.innerHeight );\n\t\tconst scale = Math.max( vmin / 5, 150 ) / vmin;\n\t\tconst indices = this.Reveal.getIndices();\n\n\t\tthis.Reveal.transformSlides( {\n\t\t\toverview: [\n\t\t\t\t'scale('+ scale +')',\n\t\t\t\t'translateX('+ ( -indices.h * this.overviewSlideWidth ) +'px)',\n\t\t\t\t'translateY('+ ( -indices.v * this.overviewSlideHeight ) +'px)'\n\t\t\t].join( ' ' )\n\t\t} );\n\n\t}\n\n\t/**\n\t * Exits the slide overview and enters the currently\n\t * active slide.\n\t */\n\tdeactivate() {\n\n\t\t// Only proceed if enabled in config\n\t\tif( this.Reveal.getConfig().overview ) {\n\n\t\t\tthis.active = false;\n\n\t\t\tthis.Reveal.getRevealElement().classList.remove( 'overview' );\n\n\t\t\t// Temporarily add a class so that transitions can do different things\n\t\t\t// depending on whether they are exiting/entering overview, or just\n\t\t\t// moving from slide to slide\n\t\t\tthis.Reveal.getRevealElement().classList.add( 'overview-deactivating' );\n\n\t\t\tsetTimeout( () => {\n\t\t\t\tthis.Reveal.getRevealElement().classList.remove( 'overview-deactivating' );\n\t\t\t}, 1 );\n\n\t\t\t// Move the background element back out\n\t\t\tthis.Reveal.getRevealElement().appendChild( this.Reveal.getBackgroundsElement() );\n\n\t\t\t// Clean up changes made to slides\n\t\t\tqueryAll( this.Reveal.getRevealElement(), SLIDES_SELECTOR ).forEach( slide => {\n\t\t\t\ttransformElement( slide, '' );\n\n\t\t\t\tslide.removeEventListener( 'click', this.onSlideClicked, true );\n\t\t\t} );\n\n\t\t\t// Clean up changes made to backgrounds\n\t\t\tqueryAll( this.Reveal.getBackgroundsElement(), '.slide-background' ).forEach( background => {\n\t\t\t\ttransformElement( background, '' );\n\t\t\t} );\n\n\t\t\tthis.Reveal.transformSlides( { overview: '' } );\n\n\t\t\tconst indices = this.Reveal.getIndices();\n\n\t\t\tthis.Reveal.slide( indices.h, indices.v );\n\t\t\tthis.Reveal.layout();\n\t\t\tthis.Reveal.cueAutoSlide();\n\n\t\t\t// Notify observers of the overview hiding\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'overviewhidden',\n\t\t\t\tdata: {\n\t\t\t\t\t'indexh': indices.h,\n\t\t\t\t\t'indexv': indices.v,\n\t\t\t\t\t'currentSlide': this.Reveal.getCurrentSlide()\n\t\t\t\t}\n\t\t\t});\n\n\t\t}\n\t}\n\n\t/**\n\t * Toggles the slide overview mode on and off.\n\t *\n\t * @param {Boolean} [override] Flag which overrides the\n\t * toggle logic and forcibly sets the desired state. True means\n\t * overview is open, false means it's closed.\n\t */\n\ttoggle( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? this.activate() : this.deactivate();\n\t\t}\n\t\telse {\n\t\t\tthis.isActive() ? this.deactivate() : this.activate();\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if the overview is currently active.\n\t *\n\t * @return {Boolean} true if the overview is active,\n\t * false otherwise\n\t */\n\tisActive() {\n\n\t\treturn this.active;\n\n\t}\n\n\t/**\n\t * Invoked when a slide is and we're in the overview.\n\t *\n\t * @param {object} event\n\t */\n\tonSlideClicked( event ) {\n\n\t\tif( this.isActive() ) {\n\t\t\tevent.preventDefault();\n\n\t\t\tlet element = event.target;\n\n\t\t\twhile( element && !element.nodeName.match( /section/gi ) ) {\n\t\t\t\telement = element.parentNode;\n\t\t\t}\n\n\t\t\tif( element && !element.classList.contains( 'disabled' ) ) {\n\n\t\t\t\tthis.deactivate();\n\n\t\t\t\tif( element.nodeName.match( /section/gi ) ) {\n\t\t\t\t\tlet h = parseInt( element.getAttribute( 'data-index-h' ), 10 ),\n\t\t\t\t\t\tv = parseInt( element.getAttribute( 'data-index-v' ), 10 );\n\n\t\t\t\t\tthis.Reveal.slide( h, v );\n\t\t\t\t}\n\n\t\t\t}\n\t\t}\n\n\t}\n\n}","import { enterFullscreen } from '../utils/util.js'\n\n/**\n * Handles all reveal.js keyboard interactions.\n */\nexport default class Keyboard {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\t// A key:value map of keyboard keys and descriptions of\n\t\t// the actions they trigger\n\t\tthis.shortcuts = {};\n\n\t\t// Holds custom key code mappings\n\t\tthis.bindings = {};\n\n\t\tthis.onDocumentKeyDown = this.onDocumentKeyDown.bind( this );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.navigationMode === 'linear' ) {\n\t\t\tthis.shortcuts['&#8594;  ,  &#8595;  ,  SPACE  ,  N  ,  L  ,  J'] = 'Next slide';\n\t\t\tthis.shortcuts['&#8592;  ,  &#8593;  ,  P  ,  H  ,  K']           = 'Previous slide';\n\t\t}\n\t\telse {\n\t\t\tthis.shortcuts['N  ,  SPACE']   = 'Next slide';\n\t\t\tthis.shortcuts['P  ,  Shift SPACE']             = 'Previous slide';\n\t\t\tthis.shortcuts['&#8592;  ,  H'] = 'Navigate left';\n\t\t\tthis.shortcuts['&#8594;  ,  L'] = 'Navigate right';\n\t\t\tthis.shortcuts['&#8593;  ,  K'] = 'Navigate up';\n\t\t\tthis.shortcuts['&#8595;  ,  J'] = 'Navigate down';\n\t\t}\n\n\t\tthis.shortcuts['Alt + &#8592;/&#8593/&#8594;/&#8595;']        = 'Navigate without fragments';\n\t\tthis.shortcuts['Shift + &#8592;/&#8593/&#8594;/&#8595;']      = 'Jump to first/last slide';\n\t\tthis.shortcuts['B  ,  .']                       = 'Pause';\n\t\tthis.shortcuts['F']                             = 'Fullscreen';\n\t\tthis.shortcuts['G']                             = 'Jump to slide';\n\t\tthis.shortcuts['ESC, O']                        = 'Slide overview';\n\n\t}\n\n\t/**\n\t * Starts listening for keyboard events.\n\t */\n\tbind() {\n\n\t\tdocument.addEventListener( 'keydown', this.onDocumentKeyDown, false );\n\n\t}\n\n\t/**\n\t * Stops listening for keyboard events.\n\t */\n\tunbind() {\n\n\t\tdocument.removeEventListener( 'keydown', this.onDocumentKeyDown, false );\n\n\t}\n\n\t/**\n\t * Add a custom key binding with optional description to\n\t * be added to the help screen.\n\t */\n\taddKeyBinding( binding, callback ) {\n\n\t\tif( typeof binding === 'object' && binding.keyCode ) {\n\t\t\tthis.bindings[binding.keyCode] = {\n\t\t\t\tcallback: callback,\n\t\t\t\tkey: binding.key,\n\t\t\t\tdescription: binding.description\n\t\t\t};\n\t\t}\n\t\telse {\n\t\t\tthis.bindings[binding] = {\n\t\t\t\tcallback: callback,\n\t\t\t\tkey: null,\n\t\t\t\tdescription: null\n\t\t\t};\n\t\t}\n\n\t}\n\n\t/**\n\t * Removes the specified custom key binding.\n\t */\n\tremoveKeyBinding( keyCode ) {\n\n\t\tdelete this.bindings[keyCode];\n\n\t}\n\n\t/**\n\t * Programmatically triggers a keyboard event\n\t *\n\t * @param {int} keyCode\n\t */\n\ttriggerKey( keyCode ) {\n\n\t\tthis.onDocumentKeyDown( { keyCode } );\n\n\t}\n\n\t/**\n\t * Registers a new shortcut to include in the help overlay\n\t *\n\t * @param {String} key\n\t * @param {String} value\n\t */\n\tregisterKeyboardShortcut( key, value ) {\n\n\t\tthis.shortcuts[key] = value;\n\n\t}\n\n\tgetShortcuts() {\n\n\t\treturn this.shortcuts;\n\n\t}\n\n\tgetBindings() {\n\n\t\treturn this.bindings;\n\n\t}\n\n\t/**\n\t * Handler for the document level 'keydown' event.\n\t *\n\t * @param {object} event\n\t */\n\tonDocumentKeyDown( event ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\n\t\t// If there's a condition specified and it returns false,\n\t\t// ignore this event\n\t\tif( typeof config.keyboardCondition === 'function' && config.keyboardCondition(event) === false ) {\n\t\t\treturn true;\n\t\t}\n\n\t\t// If keyboardCondition is set, only capture keyboard events\n\t\t// for embedded decks when they are focused\n\t\tif( config.keyboardCondition === 'focused' && !this.Reveal.isFocused() ) {\n\t\t\treturn true;\n\t\t}\n\n\t\t// Shorthand\n\t\tlet keyCode = event.keyCode;\n\n\t\t// Remember if auto-sliding was paused so we can toggle it\n\t\tlet autoSlideWasPaused = !this.Reveal.isAutoSliding();\n\n\t\tthis.Reveal.onUserInput( event );\n\n\t\t// Is there a focused element that could be using the keyboard?\n\t\tlet activeElementIsCE = document.activeElement && document.activeElement.isContentEditable === true;\n\t\tlet activeElementIsInput = document.activeElement && document.activeElement.tagName && /input|textarea/i.test( document.activeElement.tagName );\n\t\tlet activeElementIsNotes = document.activeElement && document.activeElement.className && /speaker-notes/i.test( document.activeElement.className);\n\n\t\t// Whitelist certain modifiers for slide navigation shortcuts\n\t\tlet keyCodeUsesModifier = [32, 37, 38, 39, 40, 63, 78, 80, 191].indexOf( event.keyCode ) !== -1;\n\n\t\t// Prevent all other events when a modifier is pressed\n\t\tlet unusedModifier = \t!( keyCodeUsesModifier && event.shiftKey || event.altKey ) &&\n\t\t\t\t\t\t\t\t( event.shiftKey || event.altKey || event.ctrlKey || event.metaKey );\n\n\t\t// Disregard the event if there's a focused element or a\n\t\t// keyboard modifier key is present\n\t\tif( activeElementIsCE || activeElementIsInput || activeElementIsNotes || unusedModifier ) return;\n\n\t\t// While paused only allow resume keyboard events; 'b', 'v', '.'\n\t\tlet resumeKeyCodes = [66,86,190,191,112];\n\t\tlet key;\n\n\t\t// Custom key bindings for togglePause should be able to resume\n\t\tif( typeof config.keyboard === 'object' ) {\n\t\t\tfor( key in config.keyboard ) {\n\t\t\t\tif( config.keyboard[key] === 'togglePause' ) {\n\t\t\t\t\tresumeKeyCodes.push( parseInt( key, 10 ) );\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tif( this.Reveal.isPaused() && resumeKeyCodes.indexOf( keyCode ) === -1 ) {\n\t\t\treturn false;\n\t\t}\n\n\t\t// Use linear navigation if we're configured to OR if\n\t\t// the presentation is one-dimensional\n\t\tlet useLinearMode = config.navigationMode === 'linear' || !this.Reveal.hasHorizontalSlides() || !this.Reveal.hasVerticalSlides();\n\n\t\tlet triggered = false;\n\n\t\t// 1. User defined key bindings\n\t\tif( typeof config.keyboard === 'object' ) {\n\n\t\t\tfor( key in config.keyboard ) {\n\n\t\t\t\t// Check if this binding matches the pressed key\n\t\t\t\tif( parseInt( key, 10 ) === keyCode ) {\n\n\t\t\t\t\tlet value = config.keyboard[ key ];\n\n\t\t\t\t\t// Callback function\n\t\t\t\t\tif( typeof value === 'function' ) {\n\t\t\t\t\t\tvalue.apply( null, [ event ] );\n\t\t\t\t\t}\n\t\t\t\t\t// String shortcuts to reveal.js API\n\t\t\t\t\telse if( typeof value === 'string' && typeof this.Reveal[ value ] === 'function' ) {\n\t\t\t\t\t\tthis.Reveal[ value ].call();\n\t\t\t\t\t}\n\n\t\t\t\t\ttriggered = true;\n\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}\n\n\t\t// 2. Registered custom key bindings\n\t\tif( triggered === false ) {\n\n\t\t\tfor( key in this.bindings ) {\n\n\t\t\t\t// Check if this binding matches the pressed key\n\t\t\t\tif( parseInt( key, 10 ) === keyCode ) {\n\n\t\t\t\t\tlet action = this.bindings[ key ].callback;\n\n\t\t\t\t\t// Callback function\n\t\t\t\t\tif( typeof action === 'function' ) {\n\t\t\t\t\t\taction.apply( null, [ event ] );\n\t\t\t\t\t}\n\t\t\t\t\t// String shortcuts to reveal.js API\n\t\t\t\t\telse if( typeof action === 'string' && typeof this.Reveal[ action ] === 'function' ) {\n\t\t\t\t\t\tthis.Reveal[ action ].call();\n\t\t\t\t\t}\n\n\t\t\t\t\ttriggered = true;\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\t// 3. System defined key bindings\n\t\tif( triggered === false ) {\n\n\t\t\t// Assume true and try to prove false\n\t\t\ttriggered = true;\n\n\t\t\t// P, PAGE UP\n\t\t\tif( keyCode === 80 || keyCode === 33 ) {\n\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t}\n\t\t\t// N, PAGE DOWN\n\t\t\telse if( keyCode === 78 || keyCode === 34 ) {\n\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t}\n\t\t\t// H, LEFT\n\t\t\telse if( keyCode === 72 || keyCode === 37 ) {\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.slide( 0 );\n\t\t\t\t}\n\t\t\t\telse if( !this.Reveal.overview.isActive() && useLinearMode ) {\n\t\t\t\t\tif( config.rtl ) {\n\t\t\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.left({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// L, RIGHT\n\t\t\telse if( keyCode === 76 || keyCode === 39 ) {\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.slide( this.Reveal.getHorizontalSlides().length - 1 );\n\t\t\t\t}\n\t\t\t\telse if( !this.Reveal.overview.isActive() && useLinearMode ) {\n\t\t\t\t\tif( config.rtl ) {\n\t\t\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.right({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// K, UP\n\t\t\telse if( keyCode === 75 || keyCode === 38 ) {\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.slide( undefined, 0 );\n\t\t\t\t}\n\t\t\t\telse if( !this.Reveal.overview.isActive() && useLinearMode ) {\n\t\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.up({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// J, DOWN\n\t\t\telse if( keyCode === 74 || keyCode === 40 ) {\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.slide( undefined, Number.MAX_VALUE );\n\t\t\t\t}\n\t\t\t\telse if( !this.Reveal.overview.isActive() && useLinearMode ) {\n\t\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.down({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// HOME\n\t\t\telse if( keyCode === 36 ) {\n\t\t\t\tthis.Reveal.slide( 0 );\n\t\t\t}\n\t\t\t// END\n\t\t\telse if( keyCode === 35 ) {\n\t\t\t\tthis.Reveal.slide( this.Reveal.getHorizontalSlides().length - 1 );\n\t\t\t}\n\t\t\t// SPACE\n\t\t\telse if( keyCode === 32 ) {\n\t\t\t\tif( this.Reveal.overview.isActive() ) {\n\t\t\t\t\tthis.Reveal.overview.deactivate();\n\t\t\t\t}\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// TWO-SPOT, SEMICOLON, B, V, PERIOD, LOGITECH PRESENTER TOOLS \"BLACK SCREEN\" BUTTON\n\t\t\telse if( [58, 59, 66, 86, 190].includes( keyCode ) || ( keyCode === 191 && !event.shiftKey ) ) {\n\t\t\t\tthis.Reveal.togglePause();\n\t\t\t}\n\t\t\t// F\n\t\t\telse if( keyCode === 70 ) {\n\t\t\t\tenterFullscreen( config.embedded ? this.Reveal.getViewportElement() : document.documentElement );\n\t\t\t}\n\t\t\t// A\n\t\t\telse if( keyCode === 65 ) {\n\t\t\t\tif( config.autoSlideStoppable ) {\n\t\t\t\t\tthis.Reveal.toggleAutoSlide( autoSlideWasPaused );\n\t\t\t\t}\n\t\t\t}\n\t\t\t// G\n\t\t\telse if( keyCode === 71 ) {\n\t\t\t\tif( config.jumpToSlide ) {\n\t\t\t\t\tthis.Reveal.toggleJumpToSlide();\n\t\t\t\t}\n\t\t\t}\n\t\t\t// ?\n\t\t\telse if( ( keyCode === 63 || keyCode === 191 ) && event.shiftKey ) {\n\t\t\t\tthis.Reveal.toggleHelp();\n\t\t\t}\n\t\t\t// F1\n\t\t\telse if( keyCode === 112 ) {\n\t\t\t\tthis.Reveal.toggleHelp();\n\t\t\t}\n\t\t\telse {\n\t\t\t\ttriggered = false;\n\t\t\t}\n\n\t\t}\n\n\t\t// If the input resulted in a triggered action we should prevent\n\t\t// the browsers default behavior\n\t\tif( triggered ) {\n\t\t\tevent.preventDefault && event.preventDefault();\n\t\t}\n\t\t// ESC or O key\n\t\telse if( keyCode === 27 || keyCode === 79 ) {\n\t\t\tif( this.Reveal.closeOverlay() === false ) {\n\t\t\t\tthis.Reveal.overview.toggle();\n\t\t\t}\n\n\t\t\tevent.preventDefault && event.preventDefault();\n\t\t}\n\n\t\t// If auto-sliding is enabled we need to cue up\n\t\t// another timeout\n\t\tthis.Reveal.cueAutoSlide();\n\n\t}\n\n}\n","/**\n * Reads and writes the URL based on reveal.js' current state.\n */\nexport default class Location {\n\n\t// The minimum number of milliseconds that must pass between\n\t// calls to history.replaceState\n\tMAX_REPLACE_STATE_FREQUENCY = 1000\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\t// Delays updates to the URL due to a Chrome thumbnailer bug\n\t\tthis.writeURLTimeout = 0;\n\n\t\tthis.replaceStateTimestamp = 0;\n\n\t\tthis.onWindowHashChange = this.onWindowHashChange.bind( this );\n\n\t}\n\n\tbind() {\n\n\t\twindow.addEventListener( 'hashchange', this.onWindowHashChange, false );\n\n\t}\n\n\tunbind() {\n\n\t\twindow.removeEventListener( 'hashchange', this.onWindowHashChange, false );\n\n\t}\n\n\t/**\n\t * Returns the slide indices for the given hash link.\n\t *\n\t * @param {string} [hash] the hash string that we want to\n\t * find the indices for\n\t *\n\t * @returns slide indices or null\n\t */\n\tgetIndicesFromHash( hash=window.location.hash, options={} ) {\n\n\t\t// Attempt to parse the hash as either an index or name\n\t\tlet name = hash.replace( /^#\\/?/, '' );\n\t\tlet bits = name.split( '/' );\n\n\t\t// If the first bit is not fully numeric and there is a name we\n\t\t// can assume that this is a named link\n\t\tif( !/^[0-9]*$/.test( bits[0] ) && name.length ) {\n\t\t\tlet slide;\n\n\t\t\tlet f;\n\n\t\t\t// Parse named links with fragments (#/named-link/2)\n\t\t\tif( /\\/[-\\d]+$/g.test( name ) ) {\n\t\t\t\tf = parseInt( name.split( '/' ).pop(), 10 );\n\t\t\t\tf = isNaN(f) ? undefined : f;\n\t\t\t\tname = name.split( '/' ).shift();\n\t\t\t}\n\n\t\t\t// Ensure the named link is a valid HTML ID attribute\n\t\t\ttry {\n\t\t\t\tslide = document\n\t\t\t\t\t.getElementById( decodeURIComponent( name ) )\n\t\t\t\t\t.closest('.slides section');\n\t\t\t}\n\t\t\tcatch ( error ) { }\n\n\t\t\tif( slide ) {\n\t\t\t\treturn { ...this.Reveal.getIndices( slide ), f };\n\t\t\t}\n\t\t}\n\t\telse {\n\t\t\tconst config = this.Reveal.getConfig();\n\t\t\tlet hashIndexBase = config.hashOneBasedIndex || options.oneBasedIndex ? 1 : 0;\n\n\t\t\t// Read the index components of the hash\n\t\t\tlet h = ( parseInt( bits[0], 10 ) - hashIndexBase ) || 0,\n\t\t\t\tv = ( parseInt( bits[1], 10 ) - hashIndexBase ) || 0,\n\t\t\t\tf;\n\n\t\t\tif( config.fragmentInURL ) {\n\t\t\t\tf = parseInt( bits[2], 10 );\n\t\t\t\tif( isNaN( f ) ) {\n\t\t\t\t\tf = undefined;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\treturn { h, v, f };\n\t\t}\n\n\t\t// The hash couldn't be parsed or no matching named link was found\n\t\treturn null\n\n\t}\n\n\t/**\n\t * Reads the current URL (hash) and navigates accordingly.\n\t */\n\treadURL() {\n\n\t\tconst currentIndices = this.Reveal.getIndices();\n\t\tconst newIndices = this.getIndicesFromHash();\n\n\t\tif( newIndices ) {\n\t\t\tif( ( newIndices.h !== currentIndices.h || newIndices.v !== currentIndices.v || newIndices.f !== undefined ) ) {\n\t\t\t\t\tthis.Reveal.slide( newIndices.h, newIndices.v, newIndices.f );\n\t\t\t}\n\t\t}\n\t\t// If no new indices are available, we're trying to navigate to\n\t\t// a slide hash that does not exist\n\t\telse {\n\t\t\tthis.Reveal.slide( currentIndices.h || 0, currentIndices.v || 0 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates the page URL (hash) to reflect the current\n\t * state.\n\t *\n\t * @param {number} delay The time in ms to wait before\n\t * writing the hash\n\t */\n\twriteURL( delay ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\n\t\t// Make sure there's never more than one timeout running\n\t\tclearTimeout( this.writeURLTimeout );\n\n\t\t// If a delay is specified, timeout this call\n\t\tif( typeof delay === 'number' ) {\n\t\t\tthis.writeURLTimeout = setTimeout( this.writeURL, delay );\n\t\t}\n\t\telse if( currentSlide ) {\n\n\t\t\tlet hash = this.getHash();\n\n\t\t\t// If we're configured to push to history OR the history\n\t\t\t// API is not available.\n\t\t\tif( config.history ) {\n\t\t\t\twindow.location.hash = hash;\n\t\t\t}\n\t\t\t// If we're configured to reflect the current slide in the\n\t\t\t// URL without pushing to history.\n\t\t\telse if( config.hash ) {\n\t\t\t\t// If the hash is empty, don't add it to the URL\n\t\t\t\tif( hash === '/' ) {\n\t\t\t\t\tthis.debouncedReplaceState( window.location.pathname + window.location.search );\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.debouncedReplaceState( '#' + hash );\n\t\t\t\t}\n\t\t\t}\n\t\t\t// UPDATE: The below nuking of all hash changes breaks\n\t\t\t// anchors on pages where reveal.js is running. Removed\n\t\t\t// in 4.0. Why was it here in the first place? ¯\\_(ツ)_/¯\n\t\t\t//\n\t\t\t// If history and hash are both disabled, a hash may still\n\t\t\t// be added to the URL by clicking on a href with a hash\n\t\t\t// target. Counter this by always removing the hash.\n\t\t\t// else {\n\t\t\t// \twindow.history.replaceState( null, null, window.location.pathname + window.location.search );\n\t\t\t// }\n\n\t\t}\n\n\t}\n\n\treplaceState( url ) {\n\n\t\twindow.history.replaceState( null, null, url );\n\t\tthis.replaceStateTimestamp = Date.now();\n\n\t}\n\n\tdebouncedReplaceState( url ) {\n\n\t\tclearTimeout( this.replaceStateTimeout );\n\n\t\tif( Date.now() - this.replaceStateTimestamp > this.MAX_REPLACE_STATE_FREQUENCY ) {\n\t\t\tthis.replaceState( url );\n\t\t}\n\t\telse {\n\t\t\tthis.replaceStateTimeout = setTimeout( () => this.replaceState( url ), this.MAX_REPLACE_STATE_FREQUENCY );\n\t\t}\n\n\t}\n\n\t/**\n\t * Return a hash URL that will resolve to the given slide location.\n\t *\n\t * @param {HTMLElement} [slide=currentSlide] The slide to link to\n\t */\n\tgetHash( slide ) {\n\n\t\tlet url = '/';\n\n\t\t// Attempt to create a named link based on the slide's ID\n\t\tlet s = slide || this.Reveal.getCurrentSlide();\n\t\tlet id = s ? s.getAttribute( 'id' ) : null;\n\t\tif( id ) {\n\t\t\tid = encodeURIComponent( id );\n\t\t}\n\n\t\tlet index = this.Reveal.getIndices( slide );\n\t\tif( !this.Reveal.getConfig().fragmentInURL ) {\n\t\t\tindex.f = undefined;\n\t\t}\n\n\t\t// If the current slide has an ID, use that as a named link,\n\t\t// but we don't support named links with a fragment index\n\t\tif( typeof id === 'string' && id.length ) {\n\t\t\turl = '/' + id;\n\n\t\t\t// If there is also a fragment, append that at the end\n\t\t\t// of the named link, like: #/named-link/2\n\t\t\tif( index.f >= 0 ) url += '/' + index.f;\n\t\t}\n\t\t// Otherwise use the /h/v index\n\t\telse {\n\t\t\tlet hashIndexBase = this.Reveal.getConfig().hashOneBasedIndex ? 1 : 0;\n\t\t\tif( index.h > 0 || index.v > 0 || index.f >= 0 ) url += index.h + hashIndexBase;\n\t\t\tif( index.v > 0 || index.f >= 0 ) url += '/' + (index.v + hashIndexBase );\n\t\t\tif( index.f >= 0 ) url += '/' + index.f;\n\t\t}\n\n\t\treturn url;\n\n\t}\n\n\t/**\n\t * Handler for the window level 'hashchange' event.\n\t *\n\t * @param {object} [event]\n\t */\n\tonWindowHashChange( event ) {\n\n\t\tthis.readURL();\n\n\t}\n\n}","import { queryAll, enterFullscreen } from '../utils/util.js'\nimport { isAndroid } from '../utils/device.js'\n\n/**\n * Manages our presentation controls. This includes both\n * the built-in control arrows as well as event monitoring\n * of any elements within the presentation with either of the\n * following helper classes:\n * - .navigate-up\n * - .navigate-right\n * - .navigate-down\n * - .navigate-left\n * - .navigate-next\n * - .navigate-prev\n * - .enter-fullscreen\n */\nexport default class Controls {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.onNavigateLeftClicked = this.onNavigateLeftClicked.bind( this );\n\t\tthis.onNavigateRightClicked = this.onNavigateRightClicked.bind( this );\n\t\tthis.onNavigateUpClicked = this.onNavigateUpClicked.bind( this );\n\t\tthis.onNavigateDownClicked = this.onNavigateDownClicked.bind( this );\n\t\tthis.onNavigatePrevClicked = this.onNavigatePrevClicked.bind( this );\n\t\tthis.onNavigateNextClicked = this.onNavigateNextClicked.bind( this );\n\t\tthis.onEnterFullscreen = this.onEnterFullscreen.bind( this );\n\n\t}\n\n\trender() {\n\n\t\tconst rtl = this.Reveal.getConfig().rtl;\n\t\tconst revealElement = this.Reveal.getRevealElement();\n\n\t\tthis.element = document.createElement( 'aside' );\n\t\tthis.element.className = 'controls';\n\t\tthis.element.innerHTML =\n\t\t\t`<button class=\"navigate-left\" aria-label=\"${ rtl ? 'next slide' : 'previous slide' }\"><div class=\"controls-arrow\"></div></button>\n\t\t\t<button class=\"navigate-right\" aria-label=\"${ rtl ? 'previous slide' : 'next slide' }\"><div class=\"controls-arrow\"></div></button>\n\t\t\t<button class=\"navigate-up\" aria-label=\"above slide\"><div class=\"controls-arrow\"></div></button>\n\t\t\t<button class=\"navigate-down\" aria-label=\"below slide\"><div class=\"controls-arrow\"></div></button>`;\n\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t\t// There can be multiple instances of controls throughout the page\n\t\tthis.controlsLeft = queryAll( revealElement, '.navigate-left' );\n\t\tthis.controlsRight = queryAll( revealElement, '.navigate-right' );\n\t\tthis.controlsUp = queryAll( revealElement, '.navigate-up' );\n\t\tthis.controlsDown = queryAll( revealElement, '.navigate-down' );\n\t\tthis.controlsPrev = queryAll( revealElement, '.navigate-prev' );\n\t\tthis.controlsNext = queryAll( revealElement, '.navigate-next' );\n\t\tthis.controlsFullscreen = queryAll( revealElement, '.enter-fullscreen' );\n\n\t\t// The left, right and down arrows in the standard reveal.js controls\n\t\tthis.controlsRightArrow = this.element.querySelector( '.navigate-right' );\n\t\tthis.controlsLeftArrow = this.element.querySelector( '.navigate-left' );\n\t\tthis.controlsDownArrow = this.element.querySelector( '.navigate-down' );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tthis.element.style.display = config.controls ? 'block' : 'none';\n\n\t\tthis.element.setAttribute( 'data-controls-layout', config.controlsLayout );\n\t\tthis.element.setAttribute( 'data-controls-back-arrows', config.controlsBackArrows );\n\n\t}\n\n\tbind() {\n\n\t\t// Listen to both touch and click events, in case the device\n\t\t// supports both\n\t\tlet pointerEvents = [ 'touchstart', 'click' ];\n\n\t\t// Only support touch for Android, fixes double navigations in\n\t\t// stock browser\n\t\tif( isAndroid ) {\n\t\t\tpointerEvents = [ 'touchstart' ];\n\t\t}\n\n\t\tpointerEvents.forEach( eventName => {\n\t\t\tthis.controlsLeft.forEach( el => el.addEventListener( eventName, this.onNavigateLeftClicked, false ) );\n\t\t\tthis.controlsRight.forEach( el => el.addEventListener( eventName, this.onNavigateRightClicked, false ) );\n\t\t\tthis.controlsUp.forEach( el => el.addEventListener( eventName, this.onNavigateUpClicked, false ) );\n\t\t\tthis.controlsDown.forEach( el => el.addEventListener( eventName, this.onNavigateDownClicked, false ) );\n\t\t\tthis.controlsPrev.forEach( el => el.addEventListener( eventName, this.onNavigatePrevClicked, false ) );\n\t\t\tthis.controlsNext.forEach( el => el.addEventListener( eventName, this.onNavigateNextClicked, false ) );\n\t\t\tthis.controlsFullscreen.forEach( el => el.addEventListener( eventName, this.onEnterFullscreen, false ) );\n\t\t} );\n\n\t}\n\n\tunbind() {\n\n\t\t[ 'touchstart', 'click' ].forEach( eventName => {\n\t\t\tthis.controlsLeft.forEach( el => el.removeEventListener( eventName, this.onNavigateLeftClicked, false ) );\n\t\t\tthis.controlsRight.forEach( el => el.removeEventListener( eventName, this.onNavigateRightClicked, false ) );\n\t\t\tthis.controlsUp.forEach( el => el.removeEventListener( eventName, this.onNavigateUpClicked, false ) );\n\t\t\tthis.controlsDown.forEach( el => el.removeEventListener( eventName, this.onNavigateDownClicked, false ) );\n\t\t\tthis.controlsPrev.forEach( el => el.removeEventListener( eventName, this.onNavigatePrevClicked, false ) );\n\t\t\tthis.controlsNext.forEach( el => el.removeEventListener( eventName, this.onNavigateNextClicked, false ) );\n\t\t\tthis.controlsFullscreen.forEach( el => el.removeEventListener( eventName, this.onEnterFullscreen, false ) );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Updates the state of all control/navigation arrows.\n\t */\n\tupdate() {\n\n\t\tlet routes = this.Reveal.availableRoutes();\n\n\t\t// Remove the 'enabled' class from all directions\n\t\t[...this.controlsLeft, ...this.controlsRight, ...this.controlsUp, ...this.controlsDown, ...this.controlsPrev, ...this.controlsNext].forEach( node => {\n\t\t\tnode.classList.remove( 'enabled', 'fragmented' );\n\n\t\t\t// Set 'disabled' attribute on all directions\n\t\t\tnode.setAttribute( 'disabled', 'disabled' );\n\t\t} );\n\n\t\t// Add the 'enabled' class to the available routes; remove 'disabled' attribute to enable buttons\n\t\tif( routes.left ) this.controlsLeft.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\tif( routes.right ) this.controlsRight.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\tif( routes.up ) this.controlsUp.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\tif( routes.down ) this.controlsDown.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\n\t\t// Prev/next buttons\n\t\tif( routes.left || routes.up ) this.controlsPrev.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\tif( routes.right || routes.down ) this.controlsNext.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\n\t\t// Highlight fragment directions\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tif( currentSlide ) {\n\n\t\t\tlet fragmentsRoutes = this.Reveal.fragments.availableRoutes();\n\n\t\t\t// Always apply fragment decorator to prev/next buttons\n\t\t\tif( fragmentsRoutes.prev ) this.controlsPrev.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\tif( fragmentsRoutes.next ) this.controlsNext.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\n\t\t\t// Apply fragment decorators to directional buttons based on\n\t\t\t// what slide axis they are in\n\t\t\tif( this.Reveal.isVerticalSlide( currentSlide ) ) {\n\t\t\t\tif( fragmentsRoutes.prev ) this.controlsUp.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\t\tif( fragmentsRoutes.next ) this.controlsDown.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tif( fragmentsRoutes.prev ) this.controlsLeft.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\t\tif( fragmentsRoutes.next ) this.controlsRight.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\t}\n\n\t\t}\n\n\t\tif( this.Reveal.getConfig().controlsTutorial ) {\n\n\t\t\tlet indices = this.Reveal.getIndices();\n\n\t\t\t// Highlight control arrows with an animation to ensure\n\t\t\t// that the viewer knows how to navigate\n\t\t\tif( !this.Reveal.hasNavigatedVertically() && routes.down ) {\n\t\t\t\tthis.controlsDownArrow.classList.add( 'highlight' );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tthis.controlsDownArrow.classList.remove( 'highlight' );\n\n\t\t\t\tif( this.Reveal.getConfig().rtl ) {\n\n\t\t\t\t\tif( !this.Reveal.hasNavigatedHorizontally() && routes.left && indices.v === 0 ) {\n\t\t\t\t\t\tthis.controlsLeftArrow.classList.add( 'highlight' );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.controlsLeftArrow.classList.remove( 'highlight' );\n\t\t\t\t\t}\n\n\t\t\t\t} else {\n\n\t\t\t\t\tif( !this.Reveal.hasNavigatedHorizontally() && routes.right && indices.v === 0 ) {\n\t\t\t\t\t\tthis.controlsRightArrow.classList.add( 'highlight' );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.controlsRightArrow.classList.remove( 'highlight' );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\t}\n\n\tdestroy() {\n\n\t\tthis.unbind();\n\t\tthis.element.remove();\n\n\t}\n\n\t/**\n\t * Event handlers for navigation control buttons.\n\t */\n\tonNavigateLeftClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tif( this.Reveal.getConfig().navigationMode === 'linear' ) {\n\t\t\tthis.Reveal.prev();\n\t\t}\n\t\telse {\n\t\t\tthis.Reveal.left();\n\t\t}\n\n\t}\n\n\tonNavigateRightClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tif( this.Reveal.getConfig().navigationMode === 'linear' ) {\n\t\t\tthis.Reveal.next();\n\t\t}\n\t\telse {\n\t\t\tthis.Reveal.right();\n\t\t}\n\n\t}\n\n\tonNavigateUpClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tthis.Reveal.up();\n\n\t}\n\n\tonNavigateDownClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tthis.Reveal.down();\n\n\t}\n\n\tonNavigatePrevClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tthis.Reveal.prev();\n\n\t}\n\n\tonNavigateNextClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tthis.Reveal.next();\n\n\t}\n\n\tonEnterFullscreen( event ) {\n\n\t\tconst config = this.Reveal.getConfig();\n\t\tconst viewport = this.Reveal.getViewportElement();\n\n\t\tenterFullscreen( config.embedded ? viewport : viewport.parentElement );\n\n\t}\n\n}","/**\n * Creates a visual progress bar for the presentation.\n */\nexport default class Progress {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.onProgressClicked = this.onProgressClicked.bind( this );\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'progress';\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t\tthis.bar = document.createElement( 'span' );\n\t\tthis.element.appendChild( this.bar );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tthis.element.style.display = config.progress ? 'block' : 'none';\n\n\t}\n\n\tbind() {\n\n\t\tif( this.Reveal.getConfig().progress && this.element ) {\n\t\t\tthis.element.addEventListener( 'click', this.onProgressClicked, false );\n\t\t}\n\n\t}\n\n\tunbind() {\n\n\t\tif ( this.Reveal.getConfig().progress && this.element ) {\n\t\t\tthis.element.removeEventListener( 'click', this.onProgressClicked, false );\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates the progress bar to reflect the current slide.\n\t */\n\tupdate() {\n\n\t\t// Update progress if enabled\n\t\tif( this.Reveal.getConfig().progress && this.bar ) {\n\n\t\t\tlet scale = this.Reveal.getProgress();\n\n\t\t\t// Don't fill the progress bar if there's only one slide\n\t\t\tif( this.Reveal.getTotalSlides() < 2 ) {\n\t\t\t\tscale = 0;\n\t\t\t}\n\n\t\t\tthis.bar.style.transform = 'scaleX('+ scale +')';\n\n\t\t}\n\n\t}\n\n\tgetMaxWidth() {\n\n\t\treturn this.Reveal.getRevealElement().offsetWidth;\n\n\t}\n\n\t/**\n\t * Clicking on the progress bar results in a navigation to the\n\t * closest approximate horizontal slide using this equation:\n\t *\n\t * ( clickX / presentationWidth ) * numberOfSlides\n\t *\n\t * @param {object} event\n\t */\n\tonProgressClicked( event ) {\n\n\t\tthis.Reveal.onUserInput( event );\n\n\t\tevent.preventDefault();\n\n\t\tlet slides = this.Reveal.getSlides();\n\t\tlet slidesTotal = slides.length;\n\t\tlet slideIndex = Math.floor( ( event.clientX / this.getMaxWidth() ) * slidesTotal );\n\n\t\tif( this.Reveal.getConfig().rtl ) {\n\t\t\tslideIndex = slidesTotal - slideIndex;\n\t\t}\n\n\t\tlet targetIndices = this.Reveal.getIndices(slides[slideIndex]);\n\t\tthis.Reveal.slide( targetIndices.h, targetIndices.v );\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.element.remove();\n\n\t}\n\n}","/**\n * Handles hiding of the pointer/cursor when inactive.\n */\nexport default class Pointer {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\t// Throttles mouse wheel navigation\n\t\tthis.lastMouseWheelStep = 0;\n\n\t\t// Is the mouse pointer currently hidden from view\n\t\tthis.cursorHidden = false;\n\n\t\t// Timeout used to determine when the cursor is inactive\n\t\tthis.cursorInactiveTimeout = 0;\n\n\t\tthis.onDocumentCursorActive = this.onDocumentCursorActive.bind( this );\n\t\tthis.onDocumentMouseScroll = this.onDocumentMouseScroll.bind( this );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.mouseWheel ) {\n\t\t\tdocument.addEventListener( 'wheel', this.onDocumentMouseScroll, false );\n\t\t}\n\t\telse {\n\t\t\tdocument.removeEventListener( 'wheel', this.onDocumentMouseScroll, false );\n\t\t}\n\n\t\t// Auto-hide the mouse pointer when its inactive\n\t\tif( config.hideInactiveCursor ) {\n\t\t\tdocument.addEventListener( 'mousemove', this.onDocumentCursorActive, false );\n\t\t\tdocument.addEventListener( 'mousedown', this.onDocumentCursorActive, false );\n\t\t}\n\t\telse {\n\t\t\tthis.showCursor();\n\n\t\t\tdocument.removeEventListener( 'mousemove', this.onDocumentCursorActive, false );\n\t\t\tdocument.removeEventListener( 'mousedown', this.onDocumentCursorActive, false );\n\t\t}\n\n\t}\n\n\t/**\n\t * Shows the mouse pointer after it has been hidden with\n\t * #hideCursor.\n\t */\n\tshowCursor() {\n\n\t\tif( this.cursorHidden ) {\n\t\t\tthis.cursorHidden = false;\n\t\t\tthis.Reveal.getRevealElement().style.cursor = '';\n\t\t}\n\n\t}\n\n\t/**\n\t * Hides the mouse pointer when it's on top of the .reveal\n\t * container.\n\t */\n\thideCursor() {\n\n\t\tif( this.cursorHidden === false ) {\n\t\t\tthis.cursorHidden = true;\n\t\t\tthis.Reveal.getRevealElement().style.cursor = 'none';\n\t\t}\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.showCursor();\n\n\t\tdocument.removeEventListener( 'wheel', this.onDocumentMouseScroll, false );\n\t\tdocument.removeEventListener( 'mousemove', this.onDocumentCursorActive, false );\n\t\tdocument.removeEventListener( 'mousedown', this.onDocumentCursorActive, false );\n\n\t}\n\n\t/**\n\t * Called whenever there is mouse input at the document level\n\t * to determine if the cursor is active or not.\n\t *\n\t * @param {object} event\n\t */\n\tonDocumentCursorActive( event ) {\n\n\t\tthis.showCursor();\n\n\t\tclearTimeout( this.cursorInactiveTimeout );\n\n\t\tthis.cursorInactiveTimeout = setTimeout( this.hideCursor.bind( this ), this.Reveal.getConfig().hideCursorTime );\n\n\t}\n\n\t/**\n\t * Handles mouse wheel scrolling, throttled to avoid skipping\n\t * multiple slides.\n\t *\n\t * @param {object} event\n\t */\n\tonDocumentMouseScroll( event ) {\n\n\t\tif( Date.now() - this.lastMouseWheelStep > 1000 ) {\n\n\t\t\tthis.lastMouseWheelStep = Date.now();\n\n\t\t\tlet delta = event.detail || -event.wheelDelta;\n\t\t\tif( delta > 0 ) {\n\t\t\t\tthis.Reveal.next();\n\t\t\t}\n\t\t\telse if( delta < 0 ) {\n\t\t\t\tthis.Reveal.prev();\n\t\t\t}\n\n\t\t}\n\n\t}\n\n}\n","/**\n * Loads a JavaScript file from the given URL and executes it.\n *\n * @param {string} url Address of the .js file to load\n * @param {function} callback Method to invoke when the script\n * has loaded and executed\n */\nexport const loadScript = ( url, callback ) => {\n\n\tconst script = document.createElement( 'script' );\n\tscript.type = 'text/javascript';\n\tscript.async = false;\n\tscript.defer = false;\n\tscript.src = url;\n\n\tif( typeof callback === 'function' ) {\n\n\t\t// Success callback\n\t\tscript.onload = script.onreadystatechange = event => {\n\t\t\tif( event.type === 'load' || /loaded|complete/.test( script.readyState ) ) {\n\n\t\t\t\t// Kill event listeners\n\t\t\t\tscript.onload = script.onreadystatechange = script.onerror = null;\n\n\t\t\t\tcallback();\n\n\t\t\t}\n\t\t};\n\n\t\t// Error callback\n\t\tscript.onerror = err => {\n\n\t\t\t// Kill event listeners\n\t\t\tscript.onload = script.onreadystatechange = script.onerror = null;\n\n\t\t\tcallback( new Error( 'Failed loading script: ' + script.src + '\\n' + err ) );\n\n\t\t};\n\n\t}\n\n\t// Append the script at the end of <head>\n\tconst head = document.querySelector( 'head' );\n\thead.insertBefore( script, head.lastChild );\n\n}","import { loadScript } from '../utils/loader.js'\n\n/**\n * Manages loading and registering of reveal.js plugins.\n */\nexport default class Plugins {\n\n\tconstructor( reveal ) {\n\n\t\tthis.Reveal = reveal;\n\n\t\t// Flags our current state (idle -> loading -> loaded)\n\t\tthis.state = 'idle';\n\n\t\t// An id:instance map of currently registered plugins\n\t\tthis.registeredPlugins = {};\n\n\t\tthis.asyncDependencies = [];\n\n\t}\n\n\t/**\n\t * Loads reveal.js dependencies, registers and\n\t * initializes plugins.\n\t *\n\t * Plugins are direct references to a reveal.js plugin\n\t * object that we register and initialize after any\n\t * synchronous dependencies have loaded.\n\t *\n\t * Dependencies are defined via the 'dependencies' config\n\t * option and will be loaded prior to starting reveal.js.\n\t * Some dependencies may have an 'async' flag, if so they\n\t * will load after reveal.js has been started up.\n\t */\n\tload( plugins, dependencies ) {\n\n\t\tthis.state = 'loading';\n\n\t\tplugins.forEach( this.registerPlugin.bind( this ) );\n\n\t\treturn new Promise( resolve => {\n\n\t\t\tlet scripts = [],\n\t\t\t\tscriptsToLoad = 0;\n\n\t\t\tdependencies.forEach( s => {\n\t\t\t\t// Load if there's no condition or the condition is truthy\n\t\t\t\tif( !s.condition || s.condition() ) {\n\t\t\t\t\tif( s.async ) {\n\t\t\t\t\t\tthis.asyncDependencies.push( s );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tscripts.push( s );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\tif( scripts.length ) {\n\t\t\t\tscriptsToLoad = scripts.length;\n\n\t\t\t\tconst scriptLoadedCallback = (s) => {\n\t\t\t\t\tif( s && typeof s.callback === 'function' ) s.callback();\n\n\t\t\t\t\tif( --scriptsToLoad === 0 ) {\n\t\t\t\t\t\tthis.initPlugins().then( resolve );\n\t\t\t\t\t}\n\t\t\t\t};\n\n\t\t\t\t// Load synchronous scripts\n\t\t\t\tscripts.forEach( s => {\n\t\t\t\t\tif( typeof s.id === 'string' ) {\n\t\t\t\t\t\tthis.registerPlugin( s );\n\t\t\t\t\t\tscriptLoadedCallback( s );\n\t\t\t\t\t}\n\t\t\t\t\telse if( typeof s.src === 'string' ) {\n\t\t\t\t\t\tloadScript( s.src, () => scriptLoadedCallback(s) );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tconsole.warn( 'Unrecognized plugin format', s );\n\t\t\t\t\t\tscriptLoadedCallback();\n\t\t\t\t\t}\n\t\t\t\t} );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tthis.initPlugins().then( resolve );\n\t\t\t}\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Initializes our plugins and waits for them to be ready\n\t * before proceeding.\n\t */\n\tinitPlugins() {\n\n\t\treturn new Promise( resolve => {\n\n\t\t\tlet pluginValues = Object.values( this.registeredPlugins );\n\t\t\tlet pluginsToInitialize = pluginValues.length;\n\n\t\t\t// If there are no plugins, skip this step\n\t\t\tif( pluginsToInitialize === 0 ) {\n\t\t\t\tthis.loadAsync().then( resolve );\n\t\t\t}\n\t\t\t// ... otherwise initialize plugins\n\t\t\telse {\n\n\t\t\t\tlet initNextPlugin;\n\n\t\t\t\tlet afterPlugInitialized = () => {\n\t\t\t\t\tif( --pluginsToInitialize === 0 ) {\n\t\t\t\t\t\tthis.loadAsync().then( resolve );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tinitNextPlugin();\n\t\t\t\t\t}\n\t\t\t\t};\n\n\t\t\t\tlet i = 0;\n\n\t\t\t\t// Initialize plugins serially\n\t\t\t\tinitNextPlugin = () => {\n\n\t\t\t\t\tlet plugin = pluginValues[i++];\n\n\t\t\t\t\t// If the plugin has an 'init' method, invoke it\n\t\t\t\t\tif( typeof plugin.init === 'function' ) {\n\t\t\t\t\t\tlet promise = plugin.init( this.Reveal );\n\n\t\t\t\t\t\t// If the plugin returned a Promise, wait for it\n\t\t\t\t\t\tif( promise && typeof promise.then === 'function' ) {\n\t\t\t\t\t\t\tpromise.then( afterPlugInitialized );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tafterPlugInitialized();\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tafterPlugInitialized();\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\tinitNextPlugin();\n\n\t\t\t}\n\n\t\t} )\n\n\t}\n\n\t/**\n\t * Loads all async reveal.js dependencies.\n\t */\n\tloadAsync() {\n\n\t\tthis.state = 'loaded';\n\n\t\tif( this.asyncDependencies.length ) {\n\t\t\tthis.asyncDependencies.forEach( s => {\n\t\t\t\tloadScript( s.src, s.callback );\n\t\t\t} );\n\t\t}\n\n\t\treturn Promise.resolve();\n\n\t}\n\n\t/**\n\t * Registers a new plugin with this reveal.js instance.\n\t *\n\t * reveal.js waits for all registered plugins to initialize\n\t * before considering itself ready, as long as the plugin\n\t * is registered before calling `Reveal.initialize()`.\n\t */\n\tregisterPlugin( plugin ) {\n\n\t\t// Backwards compatibility to make reveal.js ~3.9.0\n\t\t// plugins work with reveal.js 4.0.0\n\t\tif( arguments.length === 2 && typeof arguments[0] === 'string' ) {\n\t\t\tplugin = arguments[1];\n\t\t\tplugin.id = arguments[0];\n\t\t}\n\t\t// Plugin can optionally be a function which we call\n\t\t// to create an instance of the plugin\n\t\telse if( typeof plugin === 'function' ) {\n\t\t\tplugin = plugin();\n\t\t}\n\n\t\tlet id = plugin.id;\n\n\t\tif( typeof id !== 'string' ) {\n\t\t\tconsole.warn( 'Unrecognized plugin format; can\\'t find plugin.id', plugin );\n\t\t}\n\t\telse if( this.registeredPlugins[id] === undefined ) {\n\t\t\tthis.registeredPlugins[id] = plugin;\n\n\t\t\t// If a plugin is registered after reveal.js is loaded,\n\t\t\t// initialize it right away\n\t\t\tif( this.state === 'loaded' && typeof plugin.init === 'function' ) {\n\t\t\t\tplugin.init( this.Reveal );\n\t\t\t}\n\t\t}\n\t\telse {\n\t\t\tconsole.warn( 'reveal.js: \"'+ id +'\" plugin has already been registered' );\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if a specific plugin has been registered.\n\t *\n\t * @param {String} id Unique plugin identifier\n\t */\n\thasPlugin( id ) {\n\n\t\treturn !!this.registeredPlugins[id];\n\n\t}\n\n\t/**\n\t * Returns the specific plugin instance, if a plugin\n\t * with the given ID has been registered.\n\t *\n\t * @param {String} id Unique plugin identifier\n\t */\n\tgetPlugin( id ) {\n\n\t\treturn this.registeredPlugins[id];\n\n\t}\n\n\tgetRegisteredPlugins() {\n\n\t\treturn this.registeredPlugins;\n\n\t}\n\n\tdestroy() {\n\n\t\tObject.values( this.registeredPlugins ).forEach( plugin => {\n\t\t\tif( typeof plugin.destroy === 'function' ) {\n\t\t\t\tplugin.destroy();\n\t\t\t}\n\t\t} );\n\n\t\tthis.registeredPlugins = {};\n\t\tthis.asyncDependencies = [];\n\n\t}\n\n}\n","import { isAndroid } from '../utils/device.js'\nimport { matches } from '../utils/util.js'\n\nconst SWIPE_THRESHOLD = 40;\n\n/**\n * Controls all touch interactions and navigations for\n * a presentation.\n */\nexport default class Touch {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\t// Holds information about the currently ongoing touch interaction\n\t\tthis.touchStartX = 0;\n\t\tthis.touchStartY = 0;\n\t\tthis.touchStartCount = 0;\n\t\tthis.touchCaptured = false;\n\n\t\tthis.onPointerDown = this.onPointerDown.bind( this );\n\t\tthis.onPointerMove = this.onPointerMove.bind( this );\n\t\tthis.onPointerUp = this.onPointerUp.bind( this );\n\t\tthis.onTouchStart = this.onTouchStart.bind( this );\n\t\tthis.onTouchMove = this.onTouchMove.bind( this );\n\t\tthis.onTouchEnd = this.onTouchEnd.bind( this );\n\n\t}\n\n\t/**\n\t *\n\t */\n\tbind() {\n\n\t\tlet revealElement = this.Reveal.getRevealElement();\n\n\t\tif( 'onpointerdown' in window ) {\n\t\t\t// Use W3C pointer events\n\t\t\trevealElement.addEventListener( 'pointerdown', this.onPointerDown, false );\n\t\t\trevealElement.addEventListener( 'pointermove', this.onPointerMove, false );\n\t\t\trevealElement.addEventListener( 'pointerup', this.onPointerUp, false );\n\t\t}\n\t\telse if( window.navigator.msPointerEnabled ) {\n\t\t\t// IE 10 uses prefixed version of pointer events\n\t\t\trevealElement.addEventListener( 'MSPointerDown', this.onPointerDown, false );\n\t\t\trevealElement.addEventListener( 'MSPointerMove', this.onPointerMove, false );\n\t\t\trevealElement.addEventListener( 'MSPointerUp', this.onPointerUp, false );\n\t\t}\n\t\telse {\n\t\t\t// Fall back to touch events\n\t\t\trevealElement.addEventListener( 'touchstart', this.onTouchStart, false );\n\t\t\trevealElement.addEventListener( 'touchmove', this.onTouchMove, false );\n\t\t\trevealElement.addEventListener( 'touchend', this.onTouchEnd, false );\n\t\t}\n\n\t}\n\n\t/**\n\t *\n\t */\n\tunbind() {\n\n\t\tlet revealElement = this.Reveal.getRevealElement();\n\n\t\trevealElement.removeEventListener( 'pointerdown', this.onPointerDown, false );\n\t\trevealElement.removeEventListener( 'pointermove', this.onPointerMove, false );\n\t\trevealElement.removeEventListener( 'pointerup', this.onPointerUp, false );\n\n\t\trevealElement.removeEventListener( 'MSPointerDown', this.onPointerDown, false );\n\t\trevealElement.removeEventListener( 'MSPointerMove', this.onPointerMove, false );\n\t\trevealElement.removeEventListener( 'MSPointerUp', this.onPointerUp, false );\n\n\t\trevealElement.removeEventListener( 'touchstart', this.onTouchStart, false );\n\t\trevealElement.removeEventListener( 'touchmove', this.onTouchMove, false );\n\t\trevealElement.removeEventListener( 'touchend', this.onTouchEnd, false );\n\n\t}\n\n\t/**\n\t * Checks if the target element prevents the triggering of\n\t * swipe navigation.\n\t */\n\tisSwipePrevented( target ) {\n\n\t\t// Prevent accidental swipes when scrubbing timelines\n\t\tif( matches( target, 'video[controls], audio[controls]' ) ) return true;\n\n\t\twhile( target && typeof target.hasAttribute === 'function' ) {\n\t\t\tif( target.hasAttribute( 'data-prevent-swipe' ) ) return true;\n\t\t\ttarget = target.parentNode;\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Handler for the 'touchstart' event, enables support for\n\t * swipe and pinch gestures.\n\t *\n\t * @param {object} event\n\t */\n\tonTouchStart( event ) {\n\n\t\tthis.touchCaptured = false;\n\n\t\tif( this.isSwipePrevented( event.target ) ) return true;\n\n\t\tthis.touchStartX = event.touches[0].clientX;\n\t\tthis.touchStartY = event.touches[0].clientY;\n\t\tthis.touchStartCount = event.touches.length;\n\n\t}\n\n\t/**\n\t * Handler for the 'touchmove' event.\n\t *\n\t * @param {object} event\n\t */\n\tonTouchMove( event ) {\n\n\t\tif( this.isSwipePrevented( event.target ) ) return true;\n\n\t\tlet config = this.Reveal.getConfig();\n\n\t\t// Each touch should only trigger one action\n\t\tif( !this.touchCaptured ) {\n\t\t\tthis.Reveal.onUserInput( event );\n\n\t\t\tlet currentX = event.touches[0].clientX;\n\t\t\tlet currentY = event.touches[0].clientY;\n\n\t\t\t// There was only one touch point, look for a swipe\n\t\t\tif( event.touches.length === 1 && this.touchStartCount !== 2 ) {\n\n\t\t\t\tlet availableRoutes = this.Reveal.availableRoutes({ includeFragments: true });\n\n\t\t\t\tlet deltaX = currentX - this.touchStartX,\n\t\t\t\t\tdeltaY = currentY - this.touchStartY;\n\n\t\t\t\tif( deltaX > SWIPE_THRESHOLD && Math.abs( deltaX ) > Math.abs( deltaY ) ) {\n\t\t\t\t\tthis.touchCaptured = true;\n\t\t\t\t\tif( config.navigationMode === 'linear' ) {\n\t\t\t\t\t\tif( config.rtl ) {\n\t\t\t\t\t\t\tthis.Reveal.next();\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tthis.Reveal.prev();\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.left();\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse if( deltaX < -SWIPE_THRESHOLD && Math.abs( deltaX ) > Math.abs( deltaY ) ) {\n\t\t\t\t\tthis.touchCaptured = true;\n\t\t\t\t\tif( config.navigationMode === 'linear' ) {\n\t\t\t\t\t\tif( config.rtl ) {\n\t\t\t\t\t\t\tthis.Reveal.prev();\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tthis.Reveal.next();\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.right();\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse if( deltaY > SWIPE_THRESHOLD && availableRoutes.up ) {\n\t\t\t\t\tthis.touchCaptured = true;\n\t\t\t\t\tif( config.navigationMode === 'linear' ) {\n\t\t\t\t\t\tthis.Reveal.prev();\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.up();\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse if( deltaY < -SWIPE_THRESHOLD && availableRoutes.down ) {\n\t\t\t\t\tthis.touchCaptured = true;\n\t\t\t\t\tif( config.navigationMode === 'linear' ) {\n\t\t\t\t\t\tthis.Reveal.next();\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.down();\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t\t// If we're embedded, only block touch events if they have\n\t\t\t\t// triggered an action\n\t\t\t\tif( config.embedded ) {\n\t\t\t\t\tif( this.touchCaptured || this.Reveal.isVerticalSlide() ) {\n\t\t\t\t\t\tevent.preventDefault();\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\t// Not embedded? Block them all to avoid needless tossing\n\t\t\t\t// around of the viewport in iOS\n\t\t\t\telse {\n\t\t\t\t\tevent.preventDefault();\n\t\t\t\t}\n\n\t\t\t}\n\t\t}\n\t\t// There's a bug with swiping on some Android devices unless\n\t\t// the default action is always prevented\n\t\telse if( isAndroid ) {\n\t\t\tevent.preventDefault();\n\t\t}\n\n\t}\n\n\t/**\n\t * Handler for the 'touchend' event.\n\t *\n\t * @param {object} event\n\t */\n\tonTouchEnd( event ) {\n\n\t\tthis.touchCaptured = false;\n\n\t}\n\n\t/**\n\t * Convert pointer down to touch start.\n\t *\n\t * @param {object} event\n\t */\n\tonPointerDown( event ) {\n\n\t\tif( event.pointerType === event.MSPOINTER_TYPE_TOUCH || event.pointerType === \"touch\" ) {\n\t\t\tevent.touches = [{ clientX: event.clientX, clientY: event.clientY }];\n\t\t\tthis.onTouchStart( event );\n\t\t}\n\n\t}\n\n\t/**\n\t * Convert pointer move to touch move.\n\t *\n\t * @param {object} event\n\t */\n\tonPointerMove( event ) {\n\n\t\tif( event.pointerType === event.MSPOINTER_TYPE_TOUCH || event.pointerType === \"touch\" )  {\n\t\t\tevent.touches = [{ clientX: event.clientX, clientY: event.clientY }];\n\t\t\tthis.onTouchMove( event );\n\t\t}\n\n\t}\n\n\t/**\n\t * Convert pointer up to touch end.\n\t *\n\t * @param {object} event\n\t */\n\tonPointerUp( event ) {\n\n\t\tif( event.pointerType === event.MSPOINTER_TYPE_TOUCH || event.pointerType === \"touch\" )  {\n\t\t\tevent.touches = [{ clientX: event.clientX, clientY: event.clientY }];\n\t\t\tthis.onTouchEnd( event );\n\t\t}\n\n\t}\n\n}","import { closest } from '../utils/util.js'\n\n/**\n * Manages focus when a presentation is embedded. This\n * helps us only capture keyboard from the presentation\n * a user is currently interacting with in a page where\n * multiple presentations are embedded.\n */\n\nconst STATE_FOCUS = 'focus';\nconst STATE_BLUR = 'blur';\n\nexport default class Focus {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.onRevealPointerDown = this.onRevealPointerDown.bind( this );\n\t\tthis.onDocumentPointerDown = this.onDocumentPointerDown.bind( this );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.embedded ) {\n\t\t\tthis.blur();\n\t\t}\n\t\telse {\n\t\t\tthis.focus();\n\t\t\tthis.unbind();\n\t\t}\n\n\t}\n\n\tbind() {\n\n\t\tif( this.Reveal.getConfig().embedded ) {\n\t\t\tthis.Reveal.getRevealElement().addEventListener( 'pointerdown', this.onRevealPointerDown, false );\n\t\t}\n\n\t}\n\n\tunbind() {\n\n\t\tthis.Reveal.getRevealElement().removeEventListener( 'pointerdown', this.onRevealPointerDown, false );\n\t\tdocument.removeEventListener( 'pointerdown', this.onDocumentPointerDown, false );\n\n\t}\n\n\tfocus() {\n\n\t\tif( this.state !== STATE_FOCUS ) {\n\t\t\tthis.Reveal.getRevealElement().classList.add( 'focused' );\n\t\t\tdocument.addEventListener( 'pointerdown', this.onDocumentPointerDown, false );\n\t\t}\n\n\t\tthis.state = STATE_FOCUS;\n\n\t}\n\n\tblur() {\n\n\t\tif( this.state !== STATE_BLUR ) {\n\t\t\tthis.Reveal.getRevealElement().classList.remove( 'focused' );\n\t\t\tdocument.removeEventListener( 'pointerdown', this.onDocumentPointerDown, false );\n\t\t}\n\n\t\tthis.state = STATE_BLUR;\n\n\t}\n\n\tisFocused() {\n\n\t\treturn this.state === STATE_FOCUS;\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.Reveal.getRevealElement().classList.remove( 'focused' );\n\n\t}\n\n\tonRevealPointerDown( event ) {\n\n\t\tthis.focus();\n\n\t}\n\n\tonDocumentPointerDown( event ) {\n\n\t\tlet revealElement = closest( event.target, '.reveal' );\n\t\tif( !revealElement || revealElement !== this.Reveal.getRevealElement() ) {\n\t\t\tthis.blur();\n\t\t}\n\n\t}\n\n}","/**\n * Handles the showing of speaker notes\n */\nexport default class Notes {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'speaker-notes';\n\t\tthis.element.setAttribute( 'data-prevent-swipe', '' );\n\t\tthis.element.setAttribute( 'tabindex', '0' );\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.showNotes ) {\n\t\t\tthis.element.setAttribute( 'data-layout', typeof config.showNotes === 'string' ? config.showNotes : 'inline' );\n\t\t}\n\n\t}\n\n\t/**\n\t * Pick up notes from the current slide and display them\n\t * to the viewer.\n\t *\n\t * @see {@link config.showNotes}\n\t */\n\tupdate() {\n\n\t\tif( this.Reveal.getConfig().showNotes &&\n\t\t\tthis.element && this.Reveal.getCurrentSlide() &&\n\t\t\t!this.Reveal.isScrollView() &&\n\t\t\t!this.Reveal.isPrintView()\n\t\t) {\n\t\t\tthis.element.innerHTML = this.getSlideNotes() || '<span class=\"notes-placeholder\">No notes on this slide.</span>';\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates the visibility of the speaker notes sidebar that\n\t * is used to share annotated slides. The notes sidebar is\n\t * only visible if showNotes is true and there are notes on\n\t * one or more slides in the deck.\n\t */\n\tupdateVisibility() {\n\n\t\tif( this.Reveal.getConfig().showNotes &&\n\t\t\tthis.hasNotes() &&\n\t\t\t!this.Reveal.isScrollView() &&\n\t\t\t!this.Reveal.isPrintView()\n\t\t) {\n\t\t\tthis.Reveal.getRevealElement().classList.add( 'show-notes' );\n\t\t}\n\t\telse {\n\t\t\tthis.Reveal.getRevealElement().classList.remove( 'show-notes' );\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if there are speaker notes for ANY slide in the\n\t * presentation.\n\t */\n\thasNotes() {\n\n\t\treturn this.Reveal.getSlidesElement().querySelectorAll( '[data-notes], aside.notes' ).length > 0;\n\n\t}\n\n\t/**\n\t * Checks if this presentation is running inside of the\n\t * speaker notes window.\n\t *\n\t * @return {boolean}\n\t */\n\tisSpeakerNotesWindow() {\n\n\t\treturn !!window.location.search.match( /receiver/gi );\n\n\t}\n\n\t/**\n\t * Retrieves the speaker notes from a slide. Notes can be\n\t * defined in two ways:\n\t * 1. As a data-notes attribute on the slide <section>\n\t * 2. With <aside class=\"notes\"> elements inside the slide\n\t *\n\t * @param {HTMLElement} [slide=currentSlide]\n\t * @return {(string|null)}\n\t */\n\tgetSlideNotes( slide = this.Reveal.getCurrentSlide() ) {\n\n\t\t// Notes can be specified via the data-notes attribute...\n\t\tif( slide.hasAttribute( 'data-notes' ) ) {\n\t\t\treturn slide.getAttribute( 'data-notes' );\n\t\t}\n\n\t\t// ... or using <aside class=\"notes\"> elements\n\t\tlet notesElements = slide.querySelectorAll( 'aside.notes' );\n\t\tif( notesElements ) {\n\t\t\treturn Array.from(notesElements).map( notesElement => notesElement.innerHTML ).join( '\\n' );\n\t\t}\n\n\t\treturn null;\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.element.remove();\n\n\t}\n\n}","/**\n * UI component that lets the use control auto-slide\n * playback via play/pause.\n */\nexport default class Playback {\n\n\t/**\n\t * @param {HTMLElement} container The component will append\n\t * itself to this\n\t * @param {function} progressCheck A method which will be\n\t * called frequently to get the current playback progress on\n\t * a range of 0-1\n\t */\n\tconstructor( container, progressCheck ) {\n\n\t\t// Cosmetics\n\t\tthis.diameter = 100;\n\t\tthis.diameter2 = this.diameter/2;\n\t\tthis.thickness = 6;\n\n\t\t// Flags if we are currently playing\n\t\tthis.playing = false;\n\n\t\t// Current progress on a 0-1 range\n\t\tthis.progress = 0;\n\n\t\t// Used to loop the animation smoothly\n\t\tthis.progressOffset = 1;\n\n\t\tthis.container = container;\n\t\tthis.progressCheck = progressCheck;\n\n\t\tthis.canvas = document.createElement( 'canvas' );\n\t\tthis.canvas.className = 'playback';\n\t\tthis.canvas.width = this.diameter;\n\t\tthis.canvas.height = this.diameter;\n\t\tthis.canvas.style.width = this.diameter2 + 'px';\n\t\tthis.canvas.style.height = this.diameter2 + 'px';\n\t\tthis.context = this.canvas.getContext( '2d' );\n\n\t\tthis.container.appendChild( this.canvas );\n\n\t\tthis.render();\n\n\t}\n\n\tsetPlaying( value ) {\n\n\t\tconst wasPlaying = this.playing;\n\n\t\tthis.playing = value;\n\n\t\t// Start repainting if we weren't already\n\t\tif( !wasPlaying && this.playing ) {\n\t\t\tthis.animate();\n\t\t}\n\t\telse {\n\t\t\tthis.render();\n\t\t}\n\n\t}\n\n\tanimate() {\n\n\t\tconst progressBefore = this.progress;\n\n\t\tthis.progress = this.progressCheck();\n\n\t\t// When we loop, offset the progress so that it eases\n\t\t// smoothly rather than immediately resetting\n\t\tif( progressBefore > 0.8 && this.progress < 0.2 ) {\n\t\t\tthis.progressOffset = this.progress;\n\t\t}\n\n\t\tthis.render();\n\n\t\tif( this.playing ) {\n\t\t\trequestAnimationFrame( this.animate.bind( this ) );\n\t\t}\n\n\t}\n\n\t/**\n\t * Renders the current progress and playback state.\n\t */\n\trender() {\n\n\t\tlet progress = this.playing ? this.progress : 0,\n\t\t\tradius = ( this.diameter2 ) - this.thickness,\n\t\t\tx = this.diameter2,\n\t\t\ty = this.diameter2,\n\t\t\ticonSize = 28;\n\n\t\t// Ease towards 1\n\t\tthis.progressOffset += ( 1 - this.progressOffset ) * 0.1;\n\n\t\tconst endAngle = ( - Math.PI / 2 ) + ( progress * ( Math.PI * 2 ) );\n\t\tconst startAngle = ( - Math.PI / 2 ) + ( this.progressOffset * ( Math.PI * 2 ) );\n\n\t\tthis.context.save();\n\t\tthis.context.clearRect( 0, 0, this.diameter, this.diameter );\n\n\t\t// Solid background color\n\t\tthis.context.beginPath();\n\t\tthis.context.arc( x, y, radius + 4, 0, Math.PI * 2, false );\n\t\tthis.context.fillStyle = 'rgba( 0, 0, 0, 0.4 )';\n\t\tthis.context.fill();\n\n\t\t// Draw progress track\n\t\tthis.context.beginPath();\n\t\tthis.context.arc( x, y, radius, 0, Math.PI * 2, false );\n\t\tthis.context.lineWidth = this.thickness;\n\t\tthis.context.strokeStyle = 'rgba( 255, 255, 255, 0.2 )';\n\t\tthis.context.stroke();\n\n\t\tif( this.playing ) {\n\t\t\t// Draw progress on top of track\n\t\t\tthis.context.beginPath();\n\t\t\tthis.context.arc( x, y, radius, startAngle, endAngle, false );\n\t\t\tthis.context.lineWidth = this.thickness;\n\t\t\tthis.context.strokeStyle = '#fff';\n\t\t\tthis.context.stroke();\n\t\t}\n\n\t\tthis.context.translate( x - ( iconSize / 2 ), y - ( iconSize / 2 ) );\n\n\t\t// Draw play/pause icons\n\t\tif( this.playing ) {\n\t\t\tthis.context.fillStyle = '#fff';\n\t\t\tthis.context.fillRect( 0, 0, iconSize / 2 - 4, iconSize );\n\t\t\tthis.context.fillRect( iconSize / 2 + 4, 0, iconSize / 2 - 4, iconSize );\n\t\t}\n\t\telse {\n\t\t\tthis.context.beginPath();\n\t\t\tthis.context.translate( 4, 0 );\n\t\t\tthis.context.moveTo( 0, 0 );\n\t\t\tthis.context.lineTo( iconSize - 4, iconSize / 2 );\n\t\t\tthis.context.lineTo( 0, iconSize );\n\t\t\tthis.context.fillStyle = '#fff';\n\t\t\tthis.context.fill();\n\t\t}\n\n\t\tthis.context.restore();\n\n\t}\n\n\ton( type, listener ) {\n\t\tthis.canvas.addEventListener( type, listener, false );\n\t}\n\n\toff( type, listener ) {\n\t\tthis.canvas.removeEventListener( type, listener, false );\n\t}\n\n\tdestroy() {\n\n\t\tthis.playing = false;\n\n\t\tif( this.canvas.parentNode ) {\n\t\t\tthis.container.removeChild( this.canvas );\n\t\t}\n\n\t}\n\n}","/**\n * The default reveal.js config object.\n */\nexport default {\n\n\t// The \"normal\" size of the presentation, aspect ratio will be preserved\n\t// when the presentation is scaled to fit different resolutions\n\twidth: 960,\n\theight: 700,\n\n\t// Factor of the display size that should remain empty around the content\n\tmargin: 0.04,\n\n\t// Bounds for smallest/largest possible scale to apply to content\n\tminScale: 0.2,\n\tmaxScale: 2.0,\n\n\t// Display presentation control arrows\n\tcontrols: true,\n\n\t// Help the user learn the controls by providing hints, for example by\n\t// bouncing the down arrow when they first encounter a vertical slide\n\tcontrolsTutorial: true,\n\n\t// Determines where controls appear, \"edges\" or \"bottom-right\"\n\tcontrolsLayout: 'bottom-right',\n\n\t// Visibility rule for backwards navigation arrows; \"faded\", \"hidden\"\n\t// or \"visible\"\n\tcontrolsBackArrows: 'faded',\n\n\t// Display a presentation progress bar\n\tprogress: true,\n\n\t// Display the page number of the current slide\n\t// - true:    Show slide number\n\t// - false:   Hide slide number\n\t//\n\t// Can optionally be set as a string that specifies the number formatting:\n\t// - \"h.v\":\t  Horizontal . vertical slide number (default)\n\t// - \"h/v\":\t  Horizontal / vertical slide number\n\t// - \"c\":\t  Flattened slide number\n\t// - \"c/t\":\t  Flattened slide number / total slides\n\t//\n\t// Alternatively, you can provide a function that returns the slide\n\t// number for the current slide. The function should take in a slide\n\t// object and return an array with one string [slideNumber] or\n\t// three strings [n1,delimiter,n2]. See #formatSlideNumber().\n\tslideNumber: false,\n\n\t// Can be used to limit the contexts in which the slide number appears\n\t// - \"all\":      Always show the slide number\n\t// - \"print\":    Only when printing to PDF\n\t// - \"speaker\":  Only in the speaker view\n\tshowSlideNumber: 'all',\n\n\t// Use 1 based indexing for # links to match slide number (default is zero\n\t// based)\n\thashOneBasedIndex: false,\n\n\t// Add the current slide number to the URL hash so that reloading the\n\t// page/copying the URL will return you to the same slide\n\thash: false,\n\n\t// Flags if we should monitor the hash and change slides accordingly\n\trespondToHashChanges: true,\n\n\t// Enable support for jump-to-slide navigation shortcuts\n\tjumpToSlide: true,\n\n\t// Push each slide change to the browser history.  Implies `hash: true`\n\thistory: false,\n\n\t// Enable keyboard shortcuts for navigation\n\tkeyboard: true,\n\n\t// Optional function that blocks keyboard events when retuning false\n\t//\n\t// If you set this to 'focused', we will only capture keyboard events\n\t// for embedded decks when they are in focus\n\tkeyboardCondition: null,\n\n\t// Disables the default reveal.js slide layout (scaling and centering)\n\t// so that you can use custom CSS layout\n\tdisableLayout: false,\n\n\t// Enable the slide overview mode\n\toverview: true,\n\n\t// Vertical centering of slides\n\tcenter: true,\n\n\t// Enables touch navigation on devices with touch input\n\ttouch: true,\n\n\t// Loop the presentation\n\tloop: false,\n\n\t// Change the presentation direction to be RTL\n\trtl: false,\n\n\t// Changes the behavior of our navigation directions.\n\t//\n\t// \"default\"\n\t// Left/right arrow keys step between horizontal slides, up/down\n\t// arrow keys step between vertical slides. Space key steps through\n\t// all slides (both horizontal and vertical).\n\t//\n\t// \"linear\"\n\t// Removes the up/down arrows. Left/right arrows step through all\n\t// slides (both horizontal and vertical).\n\t//\n\t// \"grid\"\n\t// When this is enabled, stepping left/right from a vertical stack\n\t// to an adjacent vertical stack will land you at the same vertical\n\t// index.\n\t//\n\t// Consider a deck with six slides ordered in two vertical stacks:\n\t// 1.1    2.1\n\t// 1.2    2.2\n\t// 1.3    2.3\n\t//\n\t// If you're on slide 1.3 and navigate right, you will normally move\n\t// from 1.3 -> 2.1. If \"grid\" is used, the same navigation takes you\n\t// from 1.3 -> 2.3.\n\tnavigationMode: 'default',\n\n\t// Randomizes the order of slides each time the presentation loads\n\tshuffle: false,\n\n\t// Turns fragments on and off globally\n\tfragments: true,\n\n\t// Flags whether to include the current fragment in the URL,\n\t// so that reloading brings you to the same fragment position\n\tfragmentInURL: true,\n\n\t// Flags if the presentation is running in an embedded mode,\n\t// i.e. contained within a limited portion of the screen\n\tembedded: false,\n\n\t// Flags if we should show a help overlay when the question-mark\n\t// key is pressed\n\thelp: true,\n\n\t// Flags if it should be possible to pause the presentation (blackout)\n\tpause: true,\n\n\t// Flags if speaker notes should be visible to all viewers\n\tshowNotes: false,\n\n\t// Flags if slides with data-visibility=\"hidden\" should be kep visible\n\tshowHiddenSlides: false,\n\n\t// Global override for autoplaying embedded media (video/audio/iframe)\n\t// - null:   Media will only autoplay if data-autoplay is present\n\t// - true:   All media will autoplay, regardless of individual setting\n\t// - false:  No media will autoplay, regardless of individual setting\n\tautoPlayMedia: null,\n\n\t// Global override for preloading lazy-loaded iframes\n\t// - null:   Iframes with data-src AND data-preload will be loaded when within\n\t//           the viewDistance, iframes with only data-src will be loaded when visible\n\t// - true:   All iframes with data-src will be loaded when within the viewDistance\n\t// - false:  All iframes with data-src will be loaded only when visible\n\tpreloadIframes: null,\n\n\t// Can be used to globally disable auto-animation\n\tautoAnimate: true,\n\n\t// Optionally provide a custom element matcher that will be\n\t// used to dictate which elements we can animate between.\n\tautoAnimateMatcher: null,\n\n\t// Default settings for our auto-animate transitions, can be\n\t// overridden per-slide or per-element via data arguments\n\tautoAnimateEasing: 'ease',\n\tautoAnimateDuration: 1.0,\n\tautoAnimateUnmatched: true,\n\n\t// CSS properties that can be auto-animated. Position & scale\n\t// is matched separately so there's no need to include styles\n\t// like top/right/bottom/left, width/height or margin.\n\tautoAnimateStyles: [\n\t\t'opacity',\n\t\t'color',\n\t\t'background-color',\n\t\t'padding',\n\t\t'font-size',\n\t\t'line-height',\n\t\t'letter-spacing',\n\t\t'border-width',\n\t\t'border-color',\n\t\t'border-radius',\n\t\t'outline',\n\t\t'outline-offset'\n\t],\n\n\t// Controls automatic progression to the next slide\n\t// - 0:      Auto-sliding only happens if the data-autoslide HTML attribute\n\t//           is present on the current slide or fragment\n\t// - 1+:     All slides will progress automatically at the given interval\n\t// - false:  No auto-sliding, even if data-autoslide is present\n\tautoSlide: 0,\n\n\t// Stop auto-sliding after user input\n\tautoSlideStoppable: true,\n\n\t// Use this method for navigation when auto-sliding (defaults to navigateNext)\n\tautoSlideMethod: null,\n\n\t// Specify the average time in seconds that you think you will spend\n\t// presenting each slide. This is used to show a pacing timer in the\n\t// speaker view\n\tdefaultTiming: null,\n\n\t// Enable slide navigation via mouse wheel\n\tmouseWheel: false,\n\n\t// Opens links in an iframe preview overlay\n\t// Add `data-preview-link` and `data-preview-link=\"false\"` to customise each link\n\t// individually\n\tpreviewLinks: false,\n\n\t// Exposes the reveal.js API through window.postMessage\n\tpostMessage: true,\n\n\t// Dispatches all reveal.js events to the parent window through postMessage\n\tpostMessageEvents: false,\n\n\t// Focuses body when page changes visibility to ensure keyboard shortcuts work\n\tfocusBodyOnPageVisibilityChange: true,\n\n\t// Transition style\n\ttransition: 'slide', // none/fade/slide/convex/concave/zoom\n\n\t// Transition speed\n\ttransitionSpeed: 'default', // default/fast/slow\n\n\t// Transition style for full page slide backgrounds\n\tbackgroundTransition: 'fade', // none/fade/slide/convex/concave/zoom\n\n\t// Parallax background image\n\tparallaxBackgroundImage: '', // CSS syntax, e.g. \"a.jpg\"\n\n\t// Parallax background size\n\tparallaxBackgroundSize: '', // CSS syntax, e.g. \"3000px 2000px\"\n\n\t// Parallax background repeat\n\tparallaxBackgroundRepeat: '', // repeat/repeat-x/repeat-y/no-repeat/initial/inherit\n\n\t// Parallax background position\n\tparallaxBackgroundPosition: '', // CSS syntax, e.g. \"top left\"\n\n\t// Amount of pixels to move the parallax background per slide step\n\tparallaxBackgroundHorizontal: null,\n\tparallaxBackgroundVertical: null,\n\n\t// Can be used to initialize reveal.js in one of the following views:\n\t// - print:   Render the presentation so that it can be printed to PDF\n\t// - scroll:  Show the presentation as a tall scrollable page with scroll\n\t//            triggered animations\n\tview: null,\n\n\t// Adjusts the height of each slide in the scroll view.\n\t// - full:       Each slide is as tall as the viewport\n\t// - compact:    Slides are as small as possible, allowing multiple slides\n\t//               to be visible in parallel on tall devices\n\tscrollLayout: 'full',\n\n\t// Control how scroll snapping works in the scroll view.\n\t// - false:   \tNo snapping, scrolling is continuous\n\t// - proximity:  Snap when close to a slide\n\t// - mandatory:  Always snap to the closest slide\n\t//\n\t// Only applies to presentations in scroll view.\n\tscrollSnap: 'mandatory',\n\n\t// Enables and configure the scroll view progress bar.\n\t// - 'auto':    Show the scrollbar while scrolling, hide while idle\n\t// - true:      Always show the scrollbar\n\t// - false:     Never show the scrollbar\n\tscrollProgress: 'auto',\n\n\t// Automatically activate the scroll view when we the viewport falls\n\t// below the given width.\n\tscrollActivationWidth: 435,\n\n\t// The maximum number of pages a single slide can expand onto when printing\n\t// to PDF, unlimited by default\n\tpdfMaxPagesPerSlide: Number.POSITIVE_INFINITY,\n\n\t// Prints each fragment on a separate slide\n\tpdfSeparateFragments: true,\n\n\t// Offset used to reduce the height of content within exported PDF pages.\n\t// This exists to account for environment differences based on how you\n\t// print to PDF. CLI printing options, like phantomjs and wkpdf, can end\n\t// on precisely the total height of the document whereas in-browser\n\t// printing has to end one pixel before.\n\tpdfPageHeightOffset: -1,\n\n\t// Number of slides away from the current that are visible\n\tviewDistance: 3,\n\n\t// Number of slides away from the current that are visible on mobile\n\t// devices. It is advisable to set this to a lower number than\n\t// viewDistance in order to save resources.\n\tmobileViewDistance: 2,\n\n\t// The display mode that will be used to show slides\n\tdisplay: 'block',\n\n\t// Hide cursor if inactive\n\thideInactiveCursor: true,\n\n\t// Time before the cursor is hidden (in ms)\n\thideCursorTime: 5000,\n\n\t// Should we automatically sort and set indices for fragments\n\t// at each sync? (See Reveal.sync)\n\tsortFragmentsOnSync: true,\n\n\t// Script dependencies to load\n\tdependencies: [],\n\n\t// Plugin objects to register and use for this presentation\n\tplugins: []\n\n}","import SlideContent from './controllers/slidecontent.js'\nimport SlideNumber from './controllers/slidenumber.js'\nimport JumpToSlide from './controllers/jumptoslide.js'\nimport Backgrounds from './controllers/backgrounds.js'\nimport AutoAnimate from './controllers/autoanimate.js'\nimport ScrollView from './controllers/scrollview.js'\nimport PrintView from './controllers/printview.js'\nimport Fragments from './controllers/fragments.js'\nimport Overview from './controllers/overview.js'\nimport Keyboard from './controllers/keyboard.js'\nimport Location from './controllers/location.js'\nimport Controls from './controllers/controls.js'\nimport Progress from './controllers/progress.js'\nimport Pointer from './controllers/pointer.js'\nimport Plugins from './controllers/plugins.js'\nimport Touch from './controllers/touch.js'\nimport Focus from './controllers/focus.js'\nimport Notes from './controllers/notes.js'\nimport Playback from './components/playback.js'\nimport defaultConfig from './config.js'\nimport * as Util from './utils/util.js'\nimport * as Device from './utils/device.js'\nimport {\n\tSLIDES_SELECTOR,\n\tHORIZONTAL_SLIDES_SELECTOR,\n\tVERTICAL_SLIDES_SELECTOR,\n\tPOST_MESSAGE_METHOD_BLACKLIST\n} from './utils/constants.js'\n\n// The reveal.js version\nexport const VERSION = '5.1.0';\n\n/**\n * reveal.js\n * https://revealjs.com\n * MIT licensed\n *\n * Copyright (C) 2011-2022 Hakim El Hattab, https://hakim.se\n */\nexport default function( revealElement, options ) {\n\n\t// Support initialization with no args, one arg\n\t// [options] or two args [revealElement, options]\n\tif( arguments.length < 2 ) {\n\t\toptions = arguments[0];\n\t\trevealElement = document.querySelector( '.reveal' );\n\t}\n\n\tconst Reveal = {};\n\n\t// Configuration defaults, can be overridden at initialization time\n\tlet config = {},\n\n\t\t// Flags if initialize() has been invoked for this reveal instance\n\t\tinitialized = false,\n\n\t\t// Flags if reveal.js is loaded (has dispatched the 'ready' event)\n\t\tready = false,\n\n\t\t// The horizontal and vertical index of the currently active slide\n\t\tindexh,\n\t\tindexv,\n\n\t\t// The previous and current slide HTML elements\n\t\tpreviousSlide,\n\t\tcurrentSlide,\n\n\t\t// Remember which directions that the user has navigated towards\n\t\tnavigationHistory = {\n\t\t\thasNavigatedHorizontally: false,\n\t\t\thasNavigatedVertically: false\n\t\t},\n\n\t\t// Slides may have a data-state attribute which we pick up and apply\n\t\t// as a class to the body. This list contains the combined state of\n\t\t// all current slides.\n\t\tstate = [],\n\n\t\t// The current scale of the presentation (see width/height config)\n\t\tscale = 1,\n\n\t\t// CSS transform that is currently applied to the slides container,\n\t\t// split into two groups\n\t\tslidesTransform = { layout: '', overview: '' },\n\n\t\t// Cached references to DOM elements\n\t\tdom = {},\n\n\t\t// Flags if the interaction event listeners are bound\n\t\teventsAreBound = false,\n\n\t\t// The current slide transition state; idle or running\n\t\ttransition = 'idle',\n\n\t\t// The current auto-slide duration\n\t\tautoSlide = 0,\n\n\t\t// Auto slide properties\n\t\tautoSlidePlayer,\n\t\tautoSlideTimeout = 0,\n\t\tautoSlideStartTime = -1,\n\t\tautoSlidePaused = false,\n\n\t\t// Controllers for different aspects of our presentation. They're\n\t\t// all given direct references to this Reveal instance since there\n\t\t// may be multiple presentations running in parallel.\n\t\tslideContent = new SlideContent( Reveal ),\n\t\tslideNumber = new SlideNumber( Reveal ),\n\t\tjumpToSlide = new JumpToSlide( Reveal ),\n\t\tautoAnimate = new AutoAnimate( Reveal ),\n\t\tbackgrounds = new Backgrounds( Reveal ),\n\t\tscrollView = new ScrollView( Reveal ),\n\t\tprintView = new PrintView( Reveal ),\n\t\tfragments = new Fragments( Reveal ),\n\t\toverview = new Overview( Reveal ),\n\t\tkeyboard = new Keyboard( Reveal ),\n\t\tlocation = new Location( Reveal ),\n\t\tcontrols = new Controls( Reveal ),\n\t\tprogress = new Progress( Reveal ),\n\t\tpointer = new Pointer( Reveal ),\n\t\tplugins = new Plugins( Reveal ),\n\t\tfocus = new Focus( Reveal ),\n\t\ttouch = new Touch( Reveal ),\n\t\tnotes = new Notes( Reveal );\n\n\t/**\n\t * Starts up the presentation.\n\t */\n\tfunction initialize( initOptions ) {\n\n\t\tif( !revealElement ) throw 'Unable to find presentation root (<div class=\"reveal\">).';\n\n\t\tinitialized = true;\n\n\t\t// Cache references to key DOM elements\n\t\tdom.wrapper = revealElement;\n\t\tdom.slides = revealElement.querySelector( '.slides' );\n\n\t\tif( !dom.slides ) throw 'Unable to find slides container (<div class=\"slides\">).';\n\n\t\t// Compose our config object in order of increasing precedence:\n\t\t// 1. Default reveal.js options\n\t\t// 2. Options provided via Reveal.configure() prior to\n\t\t//    initialization\n\t\t// 3. Options passed to the Reveal constructor\n\t\t// 4. Options passed to Reveal.initialize\n\t\t// 5. Query params\n\t\tconfig = { ...defaultConfig, ...config, ...options, ...initOptions, ...Util.getQueryHash() };\n\n\t\t// Legacy support for the ?print-pdf query\n\t\tif( /print-pdf/gi.test( window.location.search ) ) {\n\t\t\tconfig.view = 'print';\n\t\t}\n\n\t\tsetViewport();\n\n\t\t// Force a layout when the whole page, incl fonts, has loaded\n\t\twindow.addEventListener( 'load', layout, false );\n\n\t\t// Register plugins and load dependencies, then move on to #start()\n\t\tplugins.load( config.plugins, config.dependencies ).then( start );\n\n\t\treturn new Promise( resolve => Reveal.on( 'ready', resolve ) );\n\n\t}\n\n\t/**\n\t * Encase the presentation in a reveal.js viewport. The\n\t * extent of the viewport differs based on configuration.\n\t */\n\tfunction setViewport() {\n\n\t\t// Embedded decks use the reveal element as their viewport\n\t\tif( config.embedded === true ) {\n\t\t\tdom.viewport = Util.closest( revealElement, '.reveal-viewport' ) || revealElement;\n\t\t}\n\t\t// Full-page decks use the body as their viewport\n\t\telse {\n\t\t\tdom.viewport = document.body;\n\t\t\tdocument.documentElement.classList.add( 'reveal-full-page' );\n\t\t}\n\n\t\tdom.viewport.classList.add( 'reveal-viewport' );\n\n\t}\n\n\t/**\n\t * Starts up reveal.js by binding input events and navigating\n\t * to the current URL deeplink if there is one.\n\t */\n\tfunction start() {\n\n\t\tready = true;\n\n\t\t// Remove slides hidden with data-visibility\n\t\tremoveHiddenSlides();\n\n\t\t// Make sure we've got all the DOM elements we need\n\t\tsetupDOM();\n\n\t\t// Listen to messages posted to this window\n\t\tsetupPostMessage();\n\n\t\t// Prevent the slides from being scrolled out of view\n\t\tsetupScrollPrevention();\n\n\t\t// Adds bindings for fullscreen mode\n\t\tsetupFullscreen();\n\n\t\t// Resets all vertical slides so that only the first is visible\n\t\tresetVerticalSlides();\n\n\t\t// Updates the presentation to match the current configuration values\n\t\tconfigure();\n\n\t\t// Create slide backgrounds\n\t\tbackgrounds.update( true );\n\n\t\t// Activate the print/scroll view if configured\n\t\tactivateInitialView();\n\n\t\t// Read the initial hash\n\t\tlocation.readURL();\n\n\t\t// Notify listeners that the presentation is ready but use a 1ms\n\t\t// timeout to ensure it's not fired synchronously after #initialize()\n\t\tsetTimeout( () => {\n\t\t\t// Enable transitions now that we're loaded\n\t\t\tdom.slides.classList.remove( 'no-transition' );\n\n\t\t\tdom.wrapper.classList.add( 'ready' );\n\n\t\t\tdispatchEvent({\n\t\t\t\ttype: 'ready',\n\t\t\t\tdata: {\n\t\t\t\t\tindexh,\n\t\t\t\t\tindexv,\n\t\t\t\t\tcurrentSlide\n\t\t\t\t}\n\t\t\t});\n\t\t}, 1 );\n\n\t}\n\n\t/**\n\t * Activates the correct reveal.js view based on our config.\n\t * This is only invoked once during initialization.\n\t */\n\tfunction activateInitialView() {\n\n\t\tconst activatePrintView = config.view === 'print';\n\t\tconst activateScrollView = config.view === 'scroll' || config.view === 'reader';\n\n\t\tif( activatePrintView || activateScrollView ) {\n\n\t\t\tif( activatePrintView ) {\n\t\t\t\tremoveEventListeners();\n\t\t\t}\n\t\t\telse {\n\t\t\t\ttouch.unbind();\n\t\t\t}\n\n\t\t\t// Avoid content flickering during layout\n\t\t\tdom.viewport.classList.add( 'loading-scroll-mode' );\n\n\t\t\tif( activatePrintView ) {\n\t\t\t\t// The document needs to have loaded for the PDF layout\n\t\t\t\t// measurements to be accurate\n\t\t\t\tif( document.readyState === 'complete' ) {\n\t\t\t\t\tprintView.activate();\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\twindow.addEventListener( 'load', () => printView.activate() );\n\t\t\t\t}\n\t\t\t}\n\t\t\telse {\n\t\t\t\tscrollView.activate();\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Removes all slides with data-visibility=\"hidden\". This\n\t * is done right before the rest of the presentation is\n\t * initialized.\n\t *\n\t * If you want to show all hidden slides, initialize\n\t * reveal.js with showHiddenSlides set to true.\n\t */\n\tfunction removeHiddenSlides() {\n\n\t\tif( !config.showHiddenSlides ) {\n\t\t\tUtil.queryAll( dom.wrapper, 'section[data-visibility=\"hidden\"]' ).forEach( slide => {\n\t\t\t\tconst parent = slide.parentNode;\n\n\t\t\t\t// If this slide is part of a stack and that stack will be\n\t\t\t\t// empty after removing the hidden slide, remove the entire\n\t\t\t\t// stack\n\t\t\t\tif( parent.childElementCount === 1 && /section/i.test( parent.nodeName ) ) {\n\t\t\t\t\tparent.remove();\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tslide.remove();\n\t\t\t\t}\n\n\t\t\t} );\n\t\t}\n\n\t}\n\n\t/**\n\t * Finds and stores references to DOM elements which are\n\t * required by the presentation. If a required element is\n\t * not found, it is created.\n\t */\n\tfunction setupDOM() {\n\n\t\t// Prevent transitions while we're loading\n\t\tdom.slides.classList.add( 'no-transition' );\n\n\t\tif( Device.isMobile ) {\n\t\t\tdom.wrapper.classList.add( 'no-hover' );\n\t\t}\n\t\telse {\n\t\t\tdom.wrapper.classList.remove( 'no-hover' );\n\t\t}\n\n\t\tbackgrounds.render();\n\t\tslideNumber.render();\n\t\tjumpToSlide.render();\n\t\tcontrols.render();\n\t\tprogress.render();\n\t\tnotes.render();\n\n\t\t// Overlay graphic which is displayed during the paused mode\n\t\tdom.pauseOverlay = Util.createSingletonNode( dom.wrapper, 'div', 'pause-overlay', config.controls ? '<button class=\"resume-button\">Resume presentation</button>' : null );\n\n\t\tdom.statusElement = createStatusElement();\n\n\t\tdom.wrapper.setAttribute( 'role', 'application' );\n\t}\n\n\t/**\n\t * Creates a hidden div with role aria-live to announce the\n\t * current slide content. Hide the div off-screen to make it\n\t * available only to Assistive Technologies.\n\t *\n\t * @return {HTMLElement}\n\t */\n\tfunction createStatusElement() {\n\n\t\tlet statusElement = dom.wrapper.querySelector( '.aria-status' );\n\t\tif( !statusElement ) {\n\t\t\tstatusElement = document.createElement( 'div' );\n\t\t\tstatusElement.style.position = 'absolute';\n\t\t\tstatusElement.style.height = '1px';\n\t\t\tstatusElement.style.width = '1px';\n\t\t\tstatusElement.style.overflow = 'hidden';\n\t\t\tstatusElement.style.clip = 'rect( 1px, 1px, 1px, 1px )';\n\t\t\tstatusElement.classList.add( 'aria-status' );\n\t\t\tstatusElement.setAttribute( 'aria-live', 'polite' );\n\t\t\tstatusElement.setAttribute( 'aria-atomic','true' );\n\t\t\tdom.wrapper.appendChild( statusElement );\n\t\t}\n\t\treturn statusElement;\n\n\t}\n\n\t/**\n\t * Announces the given text to screen readers.\n\t */\n\tfunction announceStatus( value ) {\n\n\t\tdom.statusElement.textContent = value;\n\n\t}\n\n\t/**\n\t * Converts the given HTML element into a string of text\n\t * that can be announced to a screen reader. Hidden\n\t * elements are excluded.\n\t */\n\tfunction getStatusText( node ) {\n\n\t\tlet text = '';\n\n\t\t// Text node\n\t\tif( node.nodeType === 3 ) {\n\t\t\ttext += node.textContent;\n\t\t}\n\t\t// Element node\n\t\telse if( node.nodeType === 1 ) {\n\n\t\t\tlet isAriaHidden = node.getAttribute( 'aria-hidden' );\n\t\t\tlet isDisplayHidden = window.getComputedStyle( node )['display'] === 'none';\n\t\t\tif( isAriaHidden !== 'true' && !isDisplayHidden ) {\n\n\t\t\t\tArray.from( node.childNodes ).forEach( child => {\n\t\t\t\t\ttext += getStatusText( child );\n\t\t\t\t} );\n\n\t\t\t}\n\n\t\t}\n\n\t\ttext = text.trim();\n\n\t\treturn text === '' ? '' : text + ' ';\n\n\t}\n\n\t/**\n\t * This is an unfortunate necessity. Some actions – such as\n\t * an input field being focused in an iframe or using the\n\t * keyboard to expand text selection beyond the bounds of\n\t * a slide – can trigger our content to be pushed out of view.\n\t * This scrolling can not be prevented by hiding overflow in\n\t * CSS (we already do) so we have to resort to repeatedly\n\t * checking if the slides have been offset :(\n\t */\n\tfunction setupScrollPrevention() {\n\n\t\tsetInterval( () => {\n\t\t\tif( !scrollView.isActive() && dom.wrapper.scrollTop !== 0 || dom.wrapper.scrollLeft !== 0 ) {\n\t\t\t\tdom.wrapper.scrollTop = 0;\n\t\t\t\tdom.wrapper.scrollLeft = 0;\n\t\t\t}\n\t\t}, 1000 );\n\n\t}\n\n\t/**\n\t * After entering fullscreen we need to force a layout to\n\t * get our presentations to scale correctly. This behavior\n\t * is inconsistent across browsers but a force layout seems\n\t * to normalize it.\n\t */\n\tfunction setupFullscreen() {\n\n\t\tdocument.addEventListener( 'fullscreenchange', onFullscreenChange );\n\t\tdocument.addEventListener( 'webkitfullscreenchange', onFullscreenChange );\n\n\t}\n\n\t/**\n\t * Registers a listener to postMessage events, this makes it\n\t * possible to call all reveal.js API methods from another\n\t * window. For example:\n\t *\n\t * revealWindow.postMessage( JSON.stringify({\n\t *   method: 'slide',\n\t *   args: [ 2 ]\n\t * }), '*' );\n\t */\n\tfunction setupPostMessage() {\n\n\t\tif( config.postMessage ) {\n\t\t\twindow.addEventListener( 'message', onPostMessage, false );\n\t\t}\n\n\t}\n\n\t/**\n\t * Applies the configuration settings from the config\n\t * object. May be called multiple times.\n\t *\n\t * @param {object} options\n\t */\n\tfunction configure( options ) {\n\n\t\tconst oldConfig = { ...config }\n\n\t\t// New config options may be passed when this method\n\t\t// is invoked through the API after initialization\n\t\tif( typeof options === 'object' ) Util.extend( config, options );\n\n\t\t// Abort if reveal.js hasn't finished loading, config\n\t\t// changes will be applied automatically once ready\n\t\tif( Reveal.isReady() ===  false ) return;\n\n\t\tconst numberOfSlides = dom.wrapper.querySelectorAll( SLIDES_SELECTOR ).length;\n\n\t\t// The transition is added as a class on the .reveal element\n\t\tdom.wrapper.classList.remove( oldConfig.transition );\n\t\tdom.wrapper.classList.add( config.transition );\n\n\t\tdom.wrapper.setAttribute( 'data-transition-speed', config.transitionSpeed );\n\t\tdom.wrapper.setAttribute( 'data-background-transition', config.backgroundTransition );\n\n\t\t// Expose our configured slide dimensions as custom props\n\t\tdom.viewport.style.setProperty( '--slide-width', typeof config.width === 'string' ? config.width :  config.width + 'px' );\n\t\tdom.viewport.style.setProperty( '--slide-height', typeof config.height === 'string' ? config.height :  config.height + 'px' );\n\n\t\tif( config.shuffle ) {\n\t\t\tshuffle();\n\t\t}\n\n\t\tUtil.toggleClass( dom.wrapper, 'embedded', config.embedded );\n\t\tUtil.toggleClass( dom.wrapper, 'rtl', config.rtl );\n\t\tUtil.toggleClass( dom.wrapper, 'center', config.center );\n\n\t\t// Exit the paused mode if it was configured off\n\t\tif( config.pause === false ) {\n\t\t\tresume();\n\t\t}\n\n\t\t// Iframe link previews\n\t\tif( config.previewLinks ) {\n\t\t\tenablePreviewLinks();\n\t\t\tdisablePreviewLinks( '[data-preview-link=false]' );\n\t\t}\n\t\telse {\n\t\t\tdisablePreviewLinks();\n\t\t\tenablePreviewLinks( '[data-preview-link]:not([data-preview-link=false])' );\n\t\t}\n\n\t\t// Reset all changes made by auto-animations\n\t\tautoAnimate.reset();\n\n\t\t// Remove existing auto-slide controls\n\t\tif( autoSlidePlayer ) {\n\t\t\tautoSlidePlayer.destroy();\n\t\t\tautoSlidePlayer = null;\n\t\t}\n\n\t\t// Generate auto-slide controls if needed\n\t\tif( numberOfSlides > 1 && config.autoSlide && config.autoSlideStoppable ) {\n\t\t\tautoSlidePlayer = new Playback( dom.wrapper, () => {\n\t\t\t\treturn Math.min( Math.max( ( Date.now() - autoSlideStartTime ) / autoSlide, 0 ), 1 );\n\t\t\t} );\n\n\t\t\tautoSlidePlayer.on( 'click', onAutoSlidePlayerClick );\n\t\t\tautoSlidePaused = false;\n\t\t}\n\n\t\t// Add the navigation mode to the DOM so we can adjust styling\n\t\tif( config.navigationMode !== 'default' ) {\n\t\t\tdom.wrapper.setAttribute( 'data-navigation-mode', config.navigationMode );\n\t\t}\n\t\telse {\n\t\t\tdom.wrapper.removeAttribute( 'data-navigation-mode' );\n\t\t}\n\n\t\tnotes.configure( config, oldConfig );\n\t\tfocus.configure( config, oldConfig );\n\t\tpointer.configure( config, oldConfig );\n\t\tcontrols.configure( config, oldConfig );\n\t\tprogress.configure( config, oldConfig );\n\t\tkeyboard.configure( config, oldConfig );\n\t\tfragments.configure( config, oldConfig );\n\t\tslideNumber.configure( config, oldConfig );\n\n\t\tsync();\n\n\t}\n\n\t/**\n\t * Binds all event listeners.\n\t */\n\tfunction addEventListeners() {\n\n\t\teventsAreBound = true;\n\n\t\twindow.addEventListener( 'resize', onWindowResize, false );\n\n\t\tif( config.touch ) touch.bind();\n\t\tif( config.keyboard ) keyboard.bind();\n\t\tif( config.progress ) progress.bind();\n\t\tif( config.respondToHashChanges ) location.bind();\n\t\tcontrols.bind();\n\t\tfocus.bind();\n\n\t\tdom.slides.addEventListener( 'click', onSlidesClicked, false );\n\t\tdom.slides.addEventListener( 'transitionend', onTransitionEnd, false );\n\t\tdom.pauseOverlay.addEventListener( 'click', resume, false );\n\n\t\tif( config.focusBodyOnPageVisibilityChange ) {\n\t\t\tdocument.addEventListener( 'visibilitychange', onPageVisibilityChange, false );\n\t\t}\n\n\t}\n\n\t/**\n\t * Unbinds all event listeners.\n\t */\n\tfunction removeEventListeners() {\n\n\t\teventsAreBound = false;\n\n\t\ttouch.unbind();\n\t\tfocus.unbind();\n\t\tkeyboard.unbind();\n\t\tcontrols.unbind();\n\t\tprogress.unbind();\n\t\tlocation.unbind();\n\n\t\twindow.removeEventListener( 'resize', onWindowResize, false );\n\n\t\tdom.slides.removeEventListener( 'click', onSlidesClicked, false );\n\t\tdom.slides.removeEventListener( 'transitionend', onTransitionEnd, false );\n\t\tdom.pauseOverlay.removeEventListener( 'click', resume, false );\n\n\t}\n\n\t/**\n\t * Uninitializes reveal.js by undoing changes made to the\n\t * DOM and removing all event listeners.\n\t */\n\tfunction destroy() {\n\n\t\t// There's nothing to destroy if this instance hasn't been\n\t\t// initialized yet\n\t\tif( initialized === false ) return;\n\n\t\tremoveEventListeners();\n\t\tcancelAutoSlide();\n\t\tdisablePreviewLinks();\n\n\t\t// Destroy controllers\n\t\tnotes.destroy();\n\t\tfocus.destroy();\n\t\tplugins.destroy();\n\t\tpointer.destroy();\n\t\tcontrols.destroy();\n\t\tprogress.destroy();\n\t\tbackgrounds.destroy();\n\t\tslideNumber.destroy();\n\t\tjumpToSlide.destroy();\n\n\t\t// Remove event listeners\n\t\tdocument.removeEventListener( 'fullscreenchange', onFullscreenChange );\n\t\tdocument.removeEventListener( 'webkitfullscreenchange', onFullscreenChange );\n\t\tdocument.removeEventListener( 'visibilitychange', onPageVisibilityChange, false );\n\t\twindow.removeEventListener( 'message', onPostMessage, false );\n\t\twindow.removeEventListener( 'load', layout, false );\n\n\t\t// Undo DOM changes\n\t\tif( dom.pauseOverlay ) dom.pauseOverlay.remove();\n\t\tif( dom.statusElement ) dom.statusElement.remove();\n\n\t\tdocument.documentElement.classList.remove( 'reveal-full-page' );\n\n\t\tdom.wrapper.classList.remove( 'ready', 'center', 'has-horizontal-slides', 'has-vertical-slides' );\n\t\tdom.wrapper.removeAttribute( 'data-transition-speed' );\n\t\tdom.wrapper.removeAttribute( 'data-background-transition' );\n\n\t\tdom.viewport.classList.remove( 'reveal-viewport' );\n\t\tdom.viewport.style.removeProperty( '--slide-width' );\n\t\tdom.viewport.style.removeProperty( '--slide-height' );\n\n\t\tdom.slides.style.removeProperty( 'width' );\n\t\tdom.slides.style.removeProperty( 'height' );\n\t\tdom.slides.style.removeProperty( 'zoom' );\n\t\tdom.slides.style.removeProperty( 'left' );\n\t\tdom.slides.style.removeProperty( 'top' );\n\t\tdom.slides.style.removeProperty( 'bottom' );\n\t\tdom.slides.style.removeProperty( 'right' );\n\t\tdom.slides.style.removeProperty( 'transform' );\n\n\t\tArray.from( dom.wrapper.querySelectorAll( SLIDES_SELECTOR ) ).forEach( slide => {\n\t\t\tslide.style.removeProperty( 'display' );\n\t\t\tslide.style.removeProperty( 'top' );\n\t\t\tslide.removeAttribute( 'hidden' );\n\t\t\tslide.removeAttribute( 'aria-hidden' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Adds a listener to one of our custom reveal.js events,\n\t * like slidechanged.\n\t */\n\tfunction on( type, listener, useCapture ) {\n\n\t\trevealElement.addEventListener( type, listener, useCapture );\n\n\t}\n\n\t/**\n\t * Unsubscribes from a reveal.js event.\n\t */\n\tfunction off( type, listener, useCapture ) {\n\n\t\trevealElement.removeEventListener( type, listener, useCapture );\n\n\t}\n\n\t/**\n\t * Applies CSS transforms to the slides container. The container\n\t * is transformed from two separate sources: layout and the overview\n\t * mode.\n\t *\n\t * @param {object} transforms\n\t */\n\tfunction transformSlides( transforms ) {\n\n\t\t// Pick up new transforms from arguments\n\t\tif( typeof transforms.layout === 'string' ) slidesTransform.layout = transforms.layout;\n\t\tif( typeof transforms.overview === 'string' ) slidesTransform.overview = transforms.overview;\n\n\t\t// Apply the transforms to the slides container\n\t\tif( slidesTransform.layout ) {\n\t\t\tUtil.transformElement( dom.slides, slidesTransform.layout + ' ' + slidesTransform.overview );\n\t\t}\n\t\telse {\n\t\t\tUtil.transformElement( dom.slides, slidesTransform.overview );\n\t\t}\n\n\t}\n\n\t/**\n\t * Dispatches an event of the specified type from the\n\t * reveal DOM element.\n\t */\n\tfunction dispatchEvent({ target=dom.wrapper, type, data, bubbles=true }) {\n\n\t\tlet event = document.createEvent( 'HTMLEvents', 1, 2 );\n\t\tevent.initEvent( type, bubbles, true );\n\t\tUtil.extend( event, data );\n\t\ttarget.dispatchEvent( event );\n\n\t\tif( target === dom.wrapper ) {\n\t\t\t// If we're in an iframe, post each reveal.js event to the\n\t\t\t// parent window. Used by the notes plugin\n\t\t\tdispatchPostMessage( type );\n\t\t}\n\n\t\treturn event;\n\n\t}\n\n\t/**\n\t * Dispatches a slidechanged event.\n\t *\n\t * @param {string} origin Used to identify multiplex clients\n\t */\n\tfunction dispatchSlideChanged( origin ) {\n\n\t\tdispatchEvent({\n\t\t\ttype: 'slidechanged',\n\t\t\tdata: {\n\t\t\t\tindexh,\n\t\t\t\tindexv,\n\t\t\t\tpreviousSlide,\n\t\t\t\tcurrentSlide,\n\t\t\t\torigin\n\t\t\t}\n\t\t});\n\n\t}\n\n\t/**\n\t * Dispatched a postMessage of the given type from our window.\n\t */\n\tfunction dispatchPostMessage( type, data ) {\n\n\t\tif( config.postMessageEvents && window.parent !== window.self ) {\n\t\t\tlet message = {\n\t\t\t\tnamespace: 'reveal',\n\t\t\t\teventName: type,\n\t\t\t\tstate: getState()\n\t\t\t};\n\n\t\t\tUtil.extend( message, data );\n\n\t\t\twindow.parent.postMessage( JSON.stringify( message ), '*' );\n\t\t}\n\n\t}\n\n\t/**\n\t * Bind preview frame links.\n\t *\n\t * @param {string} [selector=a] - selector for anchors\n\t */\n\tfunction enablePreviewLinks( selector = 'a' ) {\n\n\t\tArray.from( dom.wrapper.querySelectorAll( selector ) ).forEach( element => {\n\t\t\tif( /^(http|www)/gi.test( element.getAttribute( 'href' ) ) ) {\n\t\t\t\telement.addEventListener( 'click', onPreviewLinkClicked, false );\n\t\t\t}\n\t\t} );\n\n\t}\n\n\t/**\n\t * Unbind preview frame links.\n\t */\n\tfunction disablePreviewLinks( selector = 'a' ) {\n\n\t\tArray.from( dom.wrapper.querySelectorAll( selector ) ).forEach( element => {\n\t\t\tif( /^(http|www)/gi.test( element.getAttribute( 'href' ) ) ) {\n\t\t\t\telement.removeEventListener( 'click', onPreviewLinkClicked, false );\n\t\t\t}\n\t\t} );\n\n\t}\n\n\t/**\n\t * Opens a preview window for the target URL.\n\t *\n\t * @param {string} url - url for preview iframe src\n\t */\n\tfunction showPreview( url ) {\n\n\t\tcloseOverlay();\n\n\t\tdom.overlay = document.createElement( 'div' );\n\t\tdom.overlay.classList.add( 'overlay' );\n\t\tdom.overlay.classList.add( 'overlay-preview' );\n\t\tdom.wrapper.appendChild( dom.overlay );\n\n\t\tdom.overlay.innerHTML =\n\t\t\t`<header>\n\t\t\t\t<a class=\"close\" href=\"#\"><span class=\"icon\"></span></a>\n\t\t\t\t<a class=\"external\" href=\"${url}\" target=\"_blank\"><span class=\"icon\"></span></a>\n\t\t\t</header>\n\t\t\t<div class=\"spinner\"></div>\n\t\t\t<div class=\"viewport\">\n\t\t\t\t<iframe src=\"${url}\"></iframe>\n\t\t\t\t<small class=\"viewport-inner\">\n\t\t\t\t\t<span class=\"x-frame-error\">Unable to load iframe. This is likely due to the site's policy (x-frame-options).</span>\n\t\t\t\t</small>\n\t\t\t</div>`;\n\n\t\tdom.overlay.querySelector( 'iframe' ).addEventListener( 'load', event => {\n\t\t\tdom.overlay.classList.add( 'loaded' );\n\t\t}, false );\n\n\t\tdom.overlay.querySelector( '.close' ).addEventListener( 'click', event => {\n\t\t\tcloseOverlay();\n\t\t\tevent.preventDefault();\n\t\t}, false );\n\n\t\tdom.overlay.querySelector( '.external' ).addEventListener( 'click', event => {\n\t\t\tcloseOverlay();\n\t\t}, false );\n\n\t}\n\n\t/**\n\t * Open or close help overlay window.\n\t *\n\t * @param {Boolean} [override] Flag which overrides the\n\t * toggle logic and forcibly sets the desired state. True means\n\t * help is open, false means it's closed.\n\t */\n\tfunction toggleHelp( override ){\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? showHelp() : closeOverlay();\n\t\t}\n\t\telse {\n\t\t\tif( dom.overlay ) {\n\t\t\t\tcloseOverlay();\n\t\t\t}\n\t\t\telse {\n\t\t\t\tshowHelp();\n\t\t\t}\n\t\t}\n\t}\n\n\t/**\n\t * Opens an overlay window with help material.\n\t */\n\tfunction showHelp() {\n\n\t\tif( config.help ) {\n\n\t\t\tcloseOverlay();\n\n\t\t\tdom.overlay = document.createElement( 'div' );\n\t\t\tdom.overlay.classList.add( 'overlay' );\n\t\t\tdom.overlay.classList.add( 'overlay-help' );\n\t\t\tdom.wrapper.appendChild( dom.overlay );\n\n\t\t\tlet html = '<p class=\"title\">Keyboard Shortcuts</p><br/>';\n\n\t\t\tlet shortcuts = keyboard.getShortcuts(),\n\t\t\t\tbindings = keyboard.getBindings();\n\n\t\t\thtml += '<table><th>KEY</th><th>ACTION</th>';\n\t\t\tfor( let key in shortcuts ) {\n\t\t\t\thtml += `<tr><td>${key}</td><td>${shortcuts[ key ]}</td></tr>`;\n\t\t\t}\n\n\t\t\t// Add custom key bindings that have associated descriptions\n\t\t\tfor( let binding in bindings ) {\n\t\t\t\tif( bindings[binding].key && bindings[binding].description ) {\n\t\t\t\t\thtml += `<tr><td>${bindings[binding].key}</td><td>${bindings[binding].description}</td></tr>`;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\thtml += '</table>';\n\n\t\t\tdom.overlay.innerHTML = `\n\t\t\t\t<header>\n\t\t\t\t\t<a class=\"close\" href=\"#\"><span class=\"icon\"></span></a>\n\t\t\t\t</header>\n\t\t\t\t<div class=\"viewport\">\n\t\t\t\t\t<div class=\"viewport-inner\">${html}</div>\n\t\t\t\t</div>\n\t\t\t`;\n\n\t\t\tdom.overlay.querySelector( '.close' ).addEventListener( 'click', event => {\n\t\t\t\tcloseOverlay();\n\t\t\t\tevent.preventDefault();\n\t\t\t}, false );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Closes any currently open overlay.\n\t */\n\tfunction closeOverlay() {\n\n\t\tif( dom.overlay ) {\n\t\t\tdom.overlay.parentNode.removeChild( dom.overlay );\n\t\t\tdom.overlay = null;\n\t\t\treturn true;\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Applies JavaScript-controlled layout rules to the\n\t * presentation.\n\t */\n\tfunction layout() {\n\n\t\tif( dom.wrapper && !printView.isActive() ) {\n\n\t\t\tconst viewportWidth = dom.viewport.offsetWidth;\n\t\t\tconst viewportHeight = dom.viewport.offsetHeight;\n\n\t\t\tif( !config.disableLayout ) {\n\n\t\t\t\t// On some mobile devices '100vh' is taller than the visible\n\t\t\t\t// viewport which leads to part of the presentation being\n\t\t\t\t// cut off. To work around this we define our own '--vh' custom\n\t\t\t\t// property where 100x adds up to the correct height.\n\t\t\t\t//\n\t\t\t\t// https://css-tricks.com/the-trick-to-viewport-units-on-mobile/\n\t\t\t\tif( Device.isMobile && !config.embedded ) {\n\t\t\t\t\tdocument.documentElement.style.setProperty( '--vh', ( window.innerHeight * 0.01 ) + 'px' );\n\t\t\t\t}\n\n\t\t\t\tconst size = scrollView.isActive() ?\n\t\t\t\t\t\t\t getComputedSlideSize( viewportWidth, viewportHeight ) :\n\t\t\t\t\t\t\t getComputedSlideSize();\n\n\t\t\t\tconst oldScale = scale;\n\n\t\t\t\t// Layout the contents of the slides\n\t\t\t\tlayoutSlideContents( config.width, config.height );\n\n\t\t\t\tdom.slides.style.width = size.width + 'px';\n\t\t\t\tdom.slides.style.height = size.height + 'px';\n\n\t\t\t\t// Determine scale of content to fit within available space\n\t\t\t\tscale = Math.min( size.presentationWidth / size.width, size.presentationHeight / size.height );\n\n\t\t\t\t// Respect max/min scale settings\n\t\t\t\tscale = Math.max( scale, config.minScale );\n\t\t\t\tscale = Math.min( scale, config.maxScale );\n\n\t\t\t\t// Don't apply any scaling styles if scale is 1 or we're\n\t\t\t\t// in the scroll view\n\t\t\t\tif( scale === 1 || scrollView.isActive() ) {\n\t\t\t\t\tdom.slides.style.zoom = '';\n\t\t\t\t\tdom.slides.style.left = '';\n\t\t\t\t\tdom.slides.style.top = '';\n\t\t\t\t\tdom.slides.style.bottom = '';\n\t\t\t\t\tdom.slides.style.right = '';\n\t\t\t\t\ttransformSlides( { layout: '' } );\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tdom.slides.style.zoom = '';\n\t\t\t\t\tdom.slides.style.left = '50%';\n\t\t\t\t\tdom.slides.style.top = '50%';\n\t\t\t\t\tdom.slides.style.bottom = 'auto';\n\t\t\t\t\tdom.slides.style.right = 'auto';\n\t\t\t\t\ttransformSlides( { layout: 'translate(-50%, -50%) scale('+ scale +')' } );\n\t\t\t\t}\n\n\t\t\t\t// Select all slides, vertical and horizontal\n\t\t\t\tconst slides = Array.from( dom.wrapper.querySelectorAll( SLIDES_SELECTOR ) );\n\n\t\t\t\tfor( let i = 0, len = slides.length; i < len; i++ ) {\n\t\t\t\t\tconst slide = slides[ i ];\n\n\t\t\t\t\t// Don't bother updating invisible slides\n\t\t\t\t\tif( slide.style.display === 'none' ) {\n\t\t\t\t\t\tcontinue;\n\t\t\t\t\t}\n\n\t\t\t\t\tif( ( config.center || slide.classList.contains( 'center' ) ) ) {\n\t\t\t\t\t\t// Vertical stacks are not centred since their section\n\t\t\t\t\t\t// children will be\n\t\t\t\t\t\tif( slide.classList.contains( 'stack' ) ) {\n\t\t\t\t\t\t\tslide.style.top = 0;\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tslide.style.top = Math.max( ( size.height - slide.scrollHeight ) / 2, 0 ) + 'px';\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tslide.style.top = '';\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\tif( oldScale !== scale ) {\n\t\t\t\t\tdispatchEvent({\n\t\t\t\t\t\ttype: 'resize',\n\t\t\t\t\t\tdata: {\n\t\t\t\t\t\t\toldScale,\n\t\t\t\t\t\t\tscale,\n\t\t\t\t\t\t\tsize\n\t\t\t\t\t\t}\n\t\t\t\t\t});\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tcheckResponsiveScrollView();\n\n\t\t\tdom.viewport.style.setProperty( '--slide-scale', scale );\n\t\t\tdom.viewport.style.setProperty( '--viewport-width', viewportWidth + 'px' );\n\t\t\tdom.viewport.style.setProperty( '--viewport-height', viewportHeight + 'px' );\n\n\t\t\tscrollView.layout();\n\n\t\t\tprogress.update();\n\t\t\tbackgrounds.updateParallax();\n\n\t\t\tif( overview.isActive() ) {\n\t\t\t\toverview.update();\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Applies layout logic to the contents of all slides in\n\t * the presentation.\n\t *\n\t * @param {string|number} width\n\t * @param {string|number} height\n\t */\n\tfunction layoutSlideContents( width, height ) {\n\t\t// Handle sizing of elements with the 'r-stretch' class\n\t\tUtil.queryAll( dom.slides, 'section > .stretch, section > .r-stretch' ).forEach( element => {\n\n\t\t\t// Determine how much vertical space we can use\n\t\t\tlet remainingHeight = Util.getRemainingHeight( element, height );\n\n\t\t\t// Consider the aspect ratio of media elements\n\t\t\tif( /(img|video)/gi.test( element.nodeName ) ) {\n\t\t\t\tconst nw = element.naturalWidth || element.videoWidth,\n\t\t\t\t\t  nh = element.naturalHeight || element.videoHeight;\n\n\t\t\t\tconst es = Math.min( width / nw, remainingHeight / nh );\n\n\t\t\t\telement.style.width = ( nw * es ) + 'px';\n\t\t\t\telement.style.height = ( nh * es ) + 'px';\n\n\t\t\t}\n\t\t\telse {\n\t\t\t\telement.style.width = width + 'px';\n\t\t\t\telement.style.height = remainingHeight + 'px';\n\t\t\t}\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Responsively activates the scroll mode when we reach the configured\n\t * activation width.\n\t */\n\tfunction checkResponsiveScrollView() {\n\n\t\t// Only proceed if...\n\t\t// 1. The DOM is ready\n\t\t// 2. Layouts aren't disabled via config\n\t\t// 3. We're not currently printing\n\t\t// 4. There is a scrollActivationWidth set\n\t\t// 5. The deck isn't configured to always use the scroll view\n\t\tif(\n\t\t\tdom.wrapper &&\n\t\t\t!config.disableLayout &&\n\t\t\t!printView.isActive() &&\n\t\t\ttypeof config.scrollActivationWidth === 'number' &&\n\t\t\tconfig.view !== 'scroll'\n\t\t) {\n\t\t\tconst size = getComputedSlideSize();\n\n\t\t\tif( size.presentationWidth > 0 && size.presentationWidth <= config.scrollActivationWidth ) {\n\t\t\t\tif( !scrollView.isActive() ) {\n\t\t\t\t\tbackgrounds.create();\n\t\t\t\t\tscrollView.activate()\n\t\t\t\t};\n\t\t\t}\n\t\t\telse {\n\t\t\t\tif( scrollView.isActive() ) scrollView.deactivate();\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Calculates the computed pixel size of our slides. These\n\t * values are based on the width and height configuration\n\t * options.\n\t *\n\t * @param {number} [presentationWidth=dom.wrapper.offsetWidth]\n\t * @param {number} [presentationHeight=dom.wrapper.offsetHeight]\n\t */\n\tfunction getComputedSlideSize( presentationWidth, presentationHeight ) {\n\n\t\tlet width = config.width;\n\t\tlet height = config.height;\n\n\t\tif( config.disableLayout ) {\n\t\t\twidth = dom.slides.offsetWidth;\n\t\t\theight = dom.slides.offsetHeight;\n\t\t}\n\n\t\tconst size = {\n\t\t\t// Slide size\n\t\t\twidth: width,\n\t\t\theight: height,\n\n\t\t\t// Presentation size\n\t\t\tpresentationWidth: presentationWidth || dom.wrapper.offsetWidth,\n\t\t\tpresentationHeight: presentationHeight || dom.wrapper.offsetHeight\n\t\t};\n\n\t\t// Reduce available space by margin\n\t\tsize.presentationWidth -= ( size.presentationWidth * config.margin );\n\t\tsize.presentationHeight -= ( size.presentationHeight * config.margin );\n\n\t\t// Slide width may be a percentage of available width\n\t\tif( typeof size.width === 'string' && /%$/.test( size.width ) ) {\n\t\t\tsize.width = parseInt( size.width, 10 ) / 100 * size.presentationWidth;\n\t\t}\n\n\t\t// Slide height may be a percentage of available height\n\t\tif( typeof size.height === 'string' && /%$/.test( size.height ) ) {\n\t\t\tsize.height = parseInt( size.height, 10 ) / 100 * size.presentationHeight;\n\t\t}\n\n\t\treturn size;\n\n\t}\n\n\t/**\n\t * Stores the vertical index of a stack so that the same\n\t * vertical slide can be selected when navigating to and\n\t * from the stack.\n\t *\n\t * @param {HTMLElement} stack The vertical stack element\n\t * @param {string|number} [v=0] Index to memorize\n\t */\n\tfunction setPreviousVerticalIndex( stack, v ) {\n\n\t\tif( typeof stack === 'object' && typeof stack.setAttribute === 'function' ) {\n\t\t\tstack.setAttribute( 'data-previous-indexv', v || 0 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Retrieves the vertical index which was stored using\n\t * #setPreviousVerticalIndex() or 0 if no previous index\n\t * exists.\n\t *\n\t * @param {HTMLElement} stack The vertical stack element\n\t */\n\tfunction getPreviousVerticalIndex( stack ) {\n\n\t\tif( typeof stack === 'object' && typeof stack.setAttribute === 'function' && stack.classList.contains( 'stack' ) ) {\n\t\t\t// Prefer manually defined start-indexv\n\t\t\tconst attributeName = stack.hasAttribute( 'data-start-indexv' ) ? 'data-start-indexv' : 'data-previous-indexv';\n\n\t\t\treturn parseInt( stack.getAttribute( attributeName ) || 0, 10 );\n\t\t}\n\n\t\treturn 0;\n\n\t}\n\n\t/**\n\t * Checks if the current or specified slide is vertical\n\t * (nested within another slide).\n\t *\n\t * @param {HTMLElement} [slide=currentSlide] The slide to check\n\t * orientation of\n\t * @return {Boolean}\n\t */\n\tfunction isVerticalSlide( slide = currentSlide ) {\n\n\t\treturn slide && slide.parentNode && !!slide.parentNode.nodeName.match( /section/i );\n\n\t}\n\n\t/**\n\t * Checks if the current or specified slide is a stack containing\n\t * vertical slides.\n\t *\n\t * @param {HTMLElement} [slide=currentSlide]\n\t * @return {Boolean}\n\t */\n\tfunction isVerticalStack( slide = currentSlide ) {\n\n\t\treturn slide.classList.contains( '.stack' ) || slide.querySelector( 'section' ) !== null;\n\n\t}\n\n\t/**\n\t * Returns true if we're on the last slide in the current\n\t * vertical stack.\n\t */\n\tfunction isLastVerticalSlide() {\n\n\t\tif( currentSlide && isVerticalSlide( currentSlide ) ) {\n\t\t\t// Does this slide have a next sibling?\n\t\t\tif( currentSlide.nextElementSibling ) return false;\n\n\t\t\treturn true;\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Returns true if we're currently on the first slide in\n\t * the presentation.\n\t */\n\tfunction isFirstSlide() {\n\n\t\treturn indexh === 0 && indexv === 0;\n\n\t}\n\n\t/**\n\t * Returns true if we're currently on the last slide in\n\t * the presenation. If the last slide is a stack, we only\n\t * consider this the last slide if it's at the end of the\n\t * stack.\n\t */\n\tfunction isLastSlide() {\n\n\t\tif( currentSlide ) {\n\t\t\t// Does this slide have a next sibling?\n\t\t\tif( currentSlide.nextElementSibling ) return false;\n\n\t\t\t// If it's vertical, does its parent have a next sibling?\n\t\t\tif( isVerticalSlide( currentSlide ) && currentSlide.parentNode.nextElementSibling ) return false;\n\n\t\t\treturn true;\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Enters the paused mode which fades everything on screen to\n\t * black.\n\t */\n\tfunction pause() {\n\n\t\tif( config.pause ) {\n\t\t\tconst wasPaused = dom.wrapper.classList.contains( 'paused' );\n\n\t\t\tcancelAutoSlide();\n\t\t\tdom.wrapper.classList.add( 'paused' );\n\n\t\t\tif( wasPaused === false ) {\n\t\t\t\tdispatchEvent({ type: 'paused' });\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Exits from the paused mode.\n\t */\n\tfunction resume() {\n\n\t\tconst wasPaused = dom.wrapper.classList.contains( 'paused' );\n\t\tdom.wrapper.classList.remove( 'paused' );\n\n\t\tcueAutoSlide();\n\n\t\tif( wasPaused ) {\n\t\t\tdispatchEvent({ type: 'resumed' });\n\t\t}\n\n\t}\n\n\t/**\n\t * Toggles the paused mode on and off.\n\t */\n\tfunction togglePause( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? pause() : resume();\n\t\t}\n\t\telse {\n\t\t\tisPaused() ? resume() : pause();\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if we are currently in the paused mode.\n\t *\n\t * @return {Boolean}\n\t */\n\tfunction isPaused() {\n\n\t\treturn dom.wrapper.classList.contains( 'paused' );\n\n\t}\n\n\t/**\n\t * Toggles visibility of the jump-to-slide UI.\n\t */\n\tfunction toggleJumpToSlide( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? jumpToSlide.show() : jumpToSlide.hide();\n\t\t}\n\t\telse {\n\t\t\tjumpToSlide.isVisible() ? jumpToSlide.hide() : jumpToSlide.show();\n\t\t}\n\n\t}\n\n\t/**\n\t * Toggles the auto slide mode on and off.\n\t *\n\t * @param {Boolean} [override] Flag which sets the desired state.\n\t * True means autoplay starts, false means it stops.\n\t */\n\n\tfunction toggleAutoSlide( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? resumeAutoSlide() : pauseAutoSlide();\n\t\t}\n\n\t\telse {\n\t\t\tautoSlidePaused ? resumeAutoSlide() : pauseAutoSlide();\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if the auto slide mode is currently on.\n\t *\n\t * @return {Boolean}\n\t */\n\tfunction isAutoSliding() {\n\n\t\treturn !!( autoSlide && !autoSlidePaused );\n\n\t}\n\n\t/**\n\t * Steps from the current point in the presentation to the\n\t * slide which matches the specified horizontal and vertical\n\t * indices.\n\t *\n\t * @param {number} [h=indexh] Horizontal index of the target slide\n\t * @param {number} [v=indexv] Vertical index of the target slide\n\t * @param {number} [f] Index of a fragment within the\n\t * target slide to activate\n\t * @param {number} [origin] Origin for use in multimaster environments\n\t */\n\tfunction slide( h, v, f, origin ) {\n\n\t\t// Dispatch an event before the slide\n\t\tconst slidechange = dispatchEvent({\n\t\t\ttype: 'beforeslidechange',\n\t\t\tdata: {\n\t\t\t\tindexh: h === undefined ? indexh : h,\n\t\t\t\tindexv: v === undefined ? indexv : v,\n\t\t\t\torigin\n\t\t\t}\n\t\t});\n\n\t\t// Abort if this slide change was prevented by an event listener\n\t\tif( slidechange.defaultPrevented ) return;\n\n\t\t// Remember where we were at before\n\t\tpreviousSlide = currentSlide;\n\n\t\t// Query all horizontal slides in the deck\n\t\tconst horizontalSlides = dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR );\n\n\t\t// If we're in scroll mode, we scroll the target slide into view\n\t\t// instead of running our standard slide transition\n\t\tif( scrollView.isActive() ) {\n\t\t\tconst scrollToSlide = scrollView.getSlideByIndices( h, v );\n\t\t\tif( scrollToSlide ) scrollView.scrollToSlide( scrollToSlide );\n\t\t\treturn;\n\t\t}\n\n\t\t// Abort if there are no slides\n\t\tif( horizontalSlides.length === 0 ) return;\n\n\t\t// If no vertical index is specified and the upcoming slide is a\n\t\t// stack, resume at its previous vertical index\n\t\tif( v === undefined && !overview.isActive() ) {\n\t\t\tv = getPreviousVerticalIndex( horizontalSlides[ h ] );\n\t\t}\n\n\t\t// If we were on a vertical stack, remember what vertical index\n\t\t// it was on so we can resume at the same position when returning\n\t\tif( previousSlide && previousSlide.parentNode && previousSlide.parentNode.classList.contains( 'stack' ) ) {\n\t\t\tsetPreviousVerticalIndex( previousSlide.parentNode, indexv );\n\t\t}\n\n\t\t// Remember the state before this slide\n\t\tconst stateBefore = state.concat();\n\n\t\t// Reset the state array\n\t\tstate.length = 0;\n\n\t\tlet indexhBefore = indexh || 0,\n\t\t\tindexvBefore = indexv || 0;\n\n\t\t// Activate and transition to the new slide\n\t\tindexh = updateSlides( HORIZONTAL_SLIDES_SELECTOR, h === undefined ? indexh : h );\n\t\tindexv = updateSlides( VERTICAL_SLIDES_SELECTOR, v === undefined ? indexv : v );\n\n\t\t// Dispatch an event if the slide changed\n\t\tlet slideChanged = ( indexh !== indexhBefore || indexv !== indexvBefore );\n\n\t\t// Ensure that the previous slide is never the same as the current\n\t\tif( !slideChanged ) previousSlide = null;\n\n\t\t// Find the current horizontal slide and any possible vertical slides\n\t\t// within it\n\t\tlet currentHorizontalSlide = horizontalSlides[ indexh ],\n\t\t\tcurrentVerticalSlides = currentHorizontalSlide.querySelectorAll( 'section' );\n\n\t\t// Indicate when we're on a vertical slide\n\t\trevealElement.classList.toggle( 'is-vertical-slide', currentVerticalSlides.length > 1 );\n\n\t\t// Store references to the previous and current slides\n\t\tcurrentSlide = currentVerticalSlides[ indexv ] || currentHorizontalSlide;\n\n\t\tlet autoAnimateTransition = false;\n\n\t\t// Detect if we're moving between two auto-animated slides\n\t\tif( slideChanged && previousSlide && currentSlide && !overview.isActive() ) {\n\t\t\ttransition = 'running';\n\n\t\t\tautoAnimateTransition = shouldAutoAnimateBetween( previousSlide, currentSlide, indexhBefore, indexvBefore );\n\n\t\t\t// If this is an auto-animated transition, we disable the\n\t\t\t// regular slide transition\n\t\t\t//\n\t\t\t// Note 20-03-2020:\n\t\t\t// This needs to happen before we update slide visibility,\n\t\t\t// otherwise transitions will still run in Safari.\n\t\t\tif( autoAnimateTransition ) {\n\t\t\t\tdom.slides.classList.add( 'disable-slide-transitions' )\n\t\t\t}\n\t\t}\n\n\t\t// Update the visibility of slides now that the indices have changed\n\t\tupdateSlidesVisibility();\n\n\t\tlayout();\n\n\t\t// Update the overview if it's currently active\n\t\tif( overview.isActive() ) {\n\t\t\toverview.update();\n\t\t}\n\n\t\t// Show fragment, if specified\n\t\tif( typeof f !== 'undefined' ) {\n\t\t\tfragments.goto( f );\n\t\t}\n\n\t\t// Solves an edge case where the previous slide maintains the\n\t\t// 'present' class when navigating between adjacent vertical\n\t\t// stacks\n\t\tif( previousSlide && previousSlide !== currentSlide ) {\n\t\t\tpreviousSlide.classList.remove( 'present' );\n\t\t\tpreviousSlide.setAttribute( 'aria-hidden', 'true' );\n\n\t\t\t// Reset all slides upon navigate to home\n\t\t\tif( isFirstSlide() ) {\n\t\t\t\t// Launch async task\n\t\t\t\tsetTimeout( () => {\n\t\t\t\t\tgetVerticalStacks().forEach( slide => {\n\t\t\t\t\t\tsetPreviousVerticalIndex( slide, 0 );\n\t\t\t\t\t} );\n\t\t\t\t}, 0 );\n\t\t\t}\n\t\t}\n\n\t\t// Apply the new state\n\t\tstateLoop: for( let i = 0, len = state.length; i < len; i++ ) {\n\t\t\t// Check if this state existed on the previous slide. If it\n\t\t\t// did, we will avoid adding it repeatedly\n\t\t\tfor( let j = 0; j < stateBefore.length; j++ ) {\n\t\t\t\tif( stateBefore[j] === state[i] ) {\n\t\t\t\t\tstateBefore.splice( j, 1 );\n\t\t\t\t\tcontinue stateLoop;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tdom.viewport.classList.add( state[i] );\n\n\t\t\t// Dispatch custom event matching the state's name\n\t\t\tdispatchEvent({ type: state[i] });\n\t\t}\n\n\t\t// Clean up the remains of the previous state\n\t\twhile( stateBefore.length ) {\n\t\t\tdom.viewport.classList.remove( stateBefore.pop() );\n\t\t}\n\n\t\tif( slideChanged ) {\n\t\t\tdispatchSlideChanged( origin );\n\t\t}\n\n\t\t// Handle embedded content\n\t\tif( slideChanged || !previousSlide ) {\n\t\t\tslideContent.stopEmbeddedContent( previousSlide );\n\t\t\tslideContent.startEmbeddedContent( currentSlide );\n\t\t}\n\n\t\t// Announce the current slide contents to screen readers\n\t\t// Use animation frame to prevent getComputedStyle in getStatusText\n\t\t// from triggering layout mid-frame\n\t\trequestAnimationFrame( () => {\n\t\t\tannounceStatus( getStatusText( currentSlide ) );\n\t\t});\n\n\t\tprogress.update();\n\t\tcontrols.update();\n\t\tnotes.update();\n\t\tbackgrounds.update();\n\t\tbackgrounds.updateParallax();\n\t\tslideNumber.update();\n\t\tfragments.update();\n\n\t\t// Update the URL hash\n\t\tlocation.writeURL();\n\n\t\tcueAutoSlide();\n\n\t\t// Auto-animation\n\t\tif( autoAnimateTransition ) {\n\n\t\t\tsetTimeout( () => {\n\t\t\t\tdom.slides.classList.remove( 'disable-slide-transitions' );\n\t\t\t}, 0 );\n\n\t\t\tif( config.autoAnimate ) {\n\t\t\t\t// Run the auto-animation between our slides\n\t\t\t\tautoAnimate.run( previousSlide, currentSlide );\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks whether or not an auto-animation should take place between\n\t * the two given slides.\n\t *\n\t * @param {HTMLElement} fromSlide\n\t * @param {HTMLElement} toSlide\n\t * @param {number} indexhBefore\n\t * @param {number} indexvBefore\n\t *\n\t * @returns {boolean}\n\t */\n\tfunction shouldAutoAnimateBetween( fromSlide, toSlide, indexhBefore, indexvBefore ) {\n\n\t\treturn \tfromSlide.hasAttribute( 'data-auto-animate' ) && toSlide.hasAttribute( 'data-auto-animate' ) &&\n\t\t\t\tfromSlide.getAttribute( 'data-auto-animate-id' ) === toSlide.getAttribute( 'data-auto-animate-id' ) &&\n\t\t\t\t!( ( indexh > indexhBefore || indexv > indexvBefore ) ? toSlide : fromSlide ).hasAttribute( 'data-auto-animate-restart' );\n\n\t}\n\n\t/**\n\t * Called anytime a new slide should be activated while in the scroll\n\t * view. The active slide is the page that occupies the most space in\n\t * the scrollable viewport.\n\t *\n\t * @param {number} pageIndex\n\t * @param {HTMLElement} slideElement\n\t */\n\tfunction setCurrentScrollPage( slideElement, h, v ) {\n\n\t\tlet indexhBefore = indexh || 0;\n\n\t\tindexh = h;\n\t\tindexv = v;\n\n\t\tconst slideChanged = currentSlide !== slideElement;\n\n\t\tpreviousSlide = currentSlide;\n\t\tcurrentSlide = slideElement;\n\n\t\tif( currentSlide && previousSlide ) {\n\t\t\tif( config.autoAnimate && shouldAutoAnimateBetween( previousSlide, currentSlide, indexhBefore, indexv ) ) {\n\t\t\t\t// Run the auto-animation between our slides\n\t\t\t\tautoAnimate.run( previousSlide, currentSlide );\n\t\t\t}\n\t\t}\n\n\t\t// Start or stop embedded content like videos and iframes\n\t\tif( slideChanged ) {\n\t\t\tif( previousSlide ) {\n\t\t\t\tslideContent.stopEmbeddedContent( previousSlide );\n\t\t\t\tslideContent.stopEmbeddedContent( previousSlide.slideBackgroundElement );\n\t\t\t}\n\n\t\t\tslideContent.startEmbeddedContent( currentSlide );\n\t\t\tslideContent.startEmbeddedContent( currentSlide.slideBackgroundElement );\n\t\t}\n\n\t\trequestAnimationFrame( () => {\n\t\t\tannounceStatus( getStatusText( currentSlide ) );\n\t\t});\n\n\t\tdispatchSlideChanged();\n\n\t}\n\n\t/**\n\t * Syncs the presentation with the current DOM. Useful\n\t * when new slides or control elements are added or when\n\t * the configuration has changed.\n\t */\n\tfunction sync() {\n\n\t\t// Subscribe to input\n\t\tremoveEventListeners();\n\t\taddEventListeners();\n\n\t\t// Force a layout to make sure the current config is accounted for\n\t\tlayout();\n\n\t\t// Reflect the current autoSlide value\n\t\tautoSlide = config.autoSlide;\n\n\t\t// Start auto-sliding if it's enabled\n\t\tcueAutoSlide();\n\n\t\t// Re-create all slide backgrounds\n\t\tbackgrounds.create();\n\n\t\t// Write the current hash to the URL\n\t\tlocation.writeURL();\n\n\t\tif( config.sortFragmentsOnSync === true ) {\n\t\t\tfragments.sortAll();\n\t\t}\n\n\t\tcontrols.update();\n\t\tprogress.update();\n\n\t\tupdateSlidesVisibility();\n\n\t\tnotes.update();\n\t\tnotes.updateVisibility();\n\t\tbackgrounds.update( true );\n\t\tslideNumber.update();\n\t\tslideContent.formatEmbeddedContent();\n\n\t\t// Start or stop embedded content depending on global config\n\t\tif( config.autoPlayMedia === false ) {\n\t\t\tslideContent.stopEmbeddedContent( currentSlide, { unloadIframes: false } );\n\t\t}\n\t\telse {\n\t\t\tslideContent.startEmbeddedContent( currentSlide );\n\t\t}\n\n\t\tif( overview.isActive() ) {\n\t\t\toverview.layout();\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates reveal.js to keep in sync with new slide attributes. For\n\t * example, if you add a new `data-background-image` you can call\n\t * this to have reveal.js render the new background image.\n\t *\n\t * Similar to #sync() but more efficient when you only need to\n\t * refresh a specific slide.\n\t *\n\t * @param {HTMLElement} slide\n\t */\n\tfunction syncSlide( slide = currentSlide ) {\n\n\t\tbackgrounds.sync( slide );\n\t\tfragments.sync( slide );\n\n\t\tslideContent.load( slide );\n\n\t\tbackgrounds.update();\n\t\tnotes.update();\n\n\t}\n\n\t/**\n\t * Resets all vertical slides so that only the first\n\t * is visible.\n\t */\n\tfunction resetVerticalSlides() {\n\n\t\tgetHorizontalSlides().forEach( horizontalSlide => {\n\n\t\t\tUtil.queryAll( horizontalSlide, 'section' ).forEach( ( verticalSlide, y ) => {\n\n\t\t\t\tif( y > 0 ) {\n\t\t\t\t\tverticalSlide.classList.remove( 'present' );\n\t\t\t\t\tverticalSlide.classList.remove( 'past' );\n\t\t\t\t\tverticalSlide.classList.add( 'future' );\n\t\t\t\t\tverticalSlide.setAttribute( 'aria-hidden', 'true' );\n\t\t\t\t}\n\n\t\t\t} );\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Randomly shuffles all slides in the deck.\n\t */\n\tfunction shuffle( slides = getHorizontalSlides() ) {\n\n\t\tslides.forEach( ( slide, i ) => {\n\n\t\t\t// Insert the slide next to a randomly picked sibling slide\n\t\t\t// slide. This may cause the slide to insert before itself,\n\t\t\t// but that's not an issue.\n\t\t\tlet beforeSlide = slides[ Math.floor( Math.random() * slides.length ) ];\n\t\t\tif( beforeSlide.parentNode === slide.parentNode ) {\n\t\t\t\tslide.parentNode.insertBefore( slide, beforeSlide );\n\t\t\t}\n\n\t\t\t// Randomize the order of vertical slides (if there are any)\n\t\t\tlet verticalSlides = slide.querySelectorAll( 'section' );\n\t\t\tif( verticalSlides.length ) {\n\t\t\t\tshuffle( verticalSlides );\n\t\t\t}\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Updates one dimension of slides by showing the slide\n\t * with the specified index.\n\t *\n\t * @param {string} selector A CSS selector that will fetch\n\t * the group of slides we are working with\n\t * @param {number} index The index of the slide that should be\n\t * shown\n\t *\n\t * @return {number} The index of the slide that is now shown,\n\t * might differ from the passed in index if it was out of\n\t * bounds.\n\t */\n\tfunction updateSlides( selector, index ) {\n\n\t\t// Select all slides and convert the NodeList result to\n\t\t// an array\n\t\tlet slides = Util.queryAll( dom.wrapper, selector ),\n\t\t\tslidesLength = slides.length;\n\n\t\tlet printMode = scrollView.isActive() || printView.isActive();\n\t\tlet loopedForwards = false;\n\t\tlet loopedBackwards = false;\n\n\t\tif( slidesLength ) {\n\n\t\t\t// Should the index loop?\n\t\t\tif( config.loop ) {\n\t\t\t\tif( index >= slidesLength ) loopedForwards = true;\n\n\t\t\t\tindex %= slidesLength;\n\n\t\t\t\tif( index < 0 ) {\n\t\t\t\t\tindex = slidesLength + index;\n\t\t\t\t\tloopedBackwards = true;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// Enforce max and minimum index bounds\n\t\t\tindex = Math.max( Math.min( index, slidesLength - 1 ), 0 );\n\n\t\t\tfor( let i = 0; i < slidesLength; i++ ) {\n\t\t\t\tlet element = slides[i];\n\n\t\t\t\tlet reverse = config.rtl && !isVerticalSlide( element );\n\n\t\t\t\t// Avoid .remove() with multiple args for IE11 support\n\t\t\t\telement.classList.remove( 'past' );\n\t\t\t\telement.classList.remove( 'present' );\n\t\t\t\telement.classList.remove( 'future' );\n\n\t\t\t\t// http://www.w3.org/html/wg/drafts/html/master/editing.html#the-hidden-attribute\n\t\t\t\telement.setAttribute( 'hidden', '' );\n\t\t\t\telement.setAttribute( 'aria-hidden', 'true' );\n\n\t\t\t\t// If this element contains vertical slides\n\t\t\t\tif( element.querySelector( 'section' ) ) {\n\t\t\t\t\telement.classList.add( 'stack' );\n\t\t\t\t}\n\n\t\t\t\t// If we're printing static slides, all slides are \"present\"\n\t\t\t\tif( printMode ) {\n\t\t\t\t\telement.classList.add( 'present' );\n\t\t\t\t\tcontinue;\n\t\t\t\t}\n\n\t\t\t\tif( i < index ) {\n\t\t\t\t\t// Any element previous to index is given the 'past' class\n\t\t\t\t\telement.classList.add( reverse ? 'future' : 'past' );\n\n\t\t\t\t\tif( config.fragments ) {\n\t\t\t\t\t\t// Show all fragments in prior slides\n\t\t\t\t\t\tshowFragmentsIn( element );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse if( i > index ) {\n\t\t\t\t\t// Any element subsequent to index is given the 'future' class\n\t\t\t\t\telement.classList.add( reverse ? 'past' : 'future' );\n\n\t\t\t\t\tif( config.fragments ) {\n\t\t\t\t\t\t// Hide all fragments in future slides\n\t\t\t\t\t\thideFragmentsIn( element );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\t// Update the visibility of fragments when a presentation loops\n\t\t\t\t// in either direction\n\t\t\t\telse if( i === index && config.fragments ) {\n\t\t\t\t\tif( loopedForwards ) {\n\t\t\t\t\t\thideFragmentsIn( element );\n\t\t\t\t\t}\n\t\t\t\t\telse if( loopedBackwards ) {\n\t\t\t\t\t\tshowFragmentsIn( element );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tlet slide = slides[index];\n\t\t\tlet wasPresent = slide.classList.contains( 'present' );\n\n\t\t\t// Mark the current slide as present\n\t\t\tslide.classList.add( 'present' );\n\t\t\tslide.removeAttribute( 'hidden' );\n\t\t\tslide.removeAttribute( 'aria-hidden' );\n\n\t\t\tif( !wasPresent ) {\n\t\t\t\t// Dispatch an event indicating the slide is now visible\n\t\t\t\tdispatchEvent({\n\t\t\t\t\ttarget: slide,\n\t\t\t\t\ttype: 'visible',\n\t\t\t\t\tbubbles: false\n\t\t\t\t});\n\t\t\t}\n\n\t\t\t// If this slide has a state associated with it, add it\n\t\t\t// onto the current state of the deck\n\t\t\tlet slideState = slide.getAttribute( 'data-state' );\n\t\t\tif( slideState ) {\n\t\t\t\tstate = state.concat( slideState.split( ' ' ) );\n\t\t\t}\n\n\t\t}\n\t\telse {\n\t\t\t// Since there are no slides we can't be anywhere beyond the\n\t\t\t// zeroth index\n\t\t\tindex = 0;\n\t\t}\n\n\t\treturn index;\n\n\t}\n\n\t/**\n\t * Shows all fragment elements within the given container.\n\t */\n\tfunction showFragmentsIn( container ) {\n\n\t\tUtil.queryAll( container, '.fragment' ).forEach( fragment => {\n\t\t\tfragment.classList.add( 'visible' );\n\t\t\tfragment.classList.remove( 'current-fragment' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Hides all fragment elements within the given container.\n\t */\n\tfunction hideFragmentsIn( container ) {\n\n\t\tUtil.queryAll( container, '.fragment.visible' ).forEach( fragment => {\n\t\t\tfragment.classList.remove( 'visible', 'current-fragment' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Optimization method; hide all slides that are far away\n\t * from the present slide.\n\t */\n\tfunction updateSlidesVisibility() {\n\n\t\t// Select all slides and convert the NodeList result to\n\t\t// an array\n\t\tlet horizontalSlides = getHorizontalSlides(),\n\t\t\thorizontalSlidesLength = horizontalSlides.length,\n\t\t\tdistanceX,\n\t\t\tdistanceY;\n\n\t\tif( horizontalSlidesLength && typeof indexh !== 'undefined' ) {\n\n\t\t\t// The number of steps away from the present slide that will\n\t\t\t// be visible\n\t\t\tlet viewDistance = overview.isActive() ? 10 : config.viewDistance;\n\n\t\t\t// Shorten the view distance on devices that typically have\n\t\t\t// less resources\n\t\t\tif( Device.isMobile ) {\n\t\t\t\tviewDistance = overview.isActive() ? 6 : config.mobileViewDistance;\n\t\t\t}\n\n\t\t\t// All slides need to be visible when exporting to PDF\n\t\t\tif( printView.isActive() ) {\n\t\t\t\tviewDistance = Number.MAX_VALUE;\n\t\t\t}\n\n\t\t\tfor( let x = 0; x < horizontalSlidesLength; x++ ) {\n\t\t\t\tlet horizontalSlide = horizontalSlides[x];\n\n\t\t\t\tlet verticalSlides = Util.queryAll( horizontalSlide, 'section' ),\n\t\t\t\t\tverticalSlidesLength = verticalSlides.length;\n\n\t\t\t\t// Determine how far away this slide is from the present\n\t\t\t\tdistanceX = Math.abs( ( indexh || 0 ) - x ) || 0;\n\n\t\t\t\t// If the presentation is looped, distance should measure\n\t\t\t\t// 1 between the first and last slides\n\t\t\t\tif( config.loop ) {\n\t\t\t\t\tdistanceX = Math.abs( ( ( indexh || 0 ) - x ) % ( horizontalSlidesLength - viewDistance ) ) || 0;\n\t\t\t\t}\n\n\t\t\t\t// Show the horizontal slide if it's within the view distance\n\t\t\t\tif( distanceX < viewDistance ) {\n\t\t\t\t\tslideContent.load( horizontalSlide );\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tslideContent.unload( horizontalSlide );\n\t\t\t\t}\n\n\t\t\t\tif( verticalSlidesLength ) {\n\n\t\t\t\t\tlet oy = getPreviousVerticalIndex( horizontalSlide );\n\n\t\t\t\t\tfor( let y = 0; y < verticalSlidesLength; y++ ) {\n\t\t\t\t\t\tlet verticalSlide = verticalSlides[y];\n\n\t\t\t\t\t\tdistanceY = x === ( indexh || 0 ) ? Math.abs( ( indexv || 0 ) - y ) : Math.abs( y - oy );\n\n\t\t\t\t\t\tif( distanceX + distanceY < viewDistance ) {\n\t\t\t\t\t\t\tslideContent.load( verticalSlide );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tslideContent.unload( verticalSlide );\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// Flag if there are ANY vertical slides, anywhere in the deck\n\t\t\tif( hasVerticalSlides() ) {\n\t\t\t\tdom.wrapper.classList.add( 'has-vertical-slides' );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tdom.wrapper.classList.remove( 'has-vertical-slides' );\n\t\t\t}\n\n\t\t\t// Flag if there are ANY horizontal slides, anywhere in the deck\n\t\t\tif( hasHorizontalSlides() ) {\n\t\t\t\tdom.wrapper.classList.add( 'has-horizontal-slides' );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tdom.wrapper.classList.remove( 'has-horizontal-slides' );\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Determine what available routes there are for navigation.\n\t *\n\t * @return {{left: boolean, right: boolean, up: boolean, down: boolean}}\n\t */\n\tfunction availableRoutes({ includeFragments = false } = {}) {\n\n\t\tlet horizontalSlides = dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR ),\n\t\t\tverticalSlides = dom.wrapper.querySelectorAll( VERTICAL_SLIDES_SELECTOR );\n\n\t\tlet routes = {\n\t\t\tleft: indexh > 0,\n\t\t\tright: indexh < horizontalSlides.length - 1,\n\t\t\tup: indexv > 0,\n\t\t\tdown: indexv < verticalSlides.length - 1\n\t\t};\n\n\t\t// Looped presentations can always be navigated as long as\n\t\t// there are slides available\n\t\tif( config.loop ) {\n\t\t\tif( horizontalSlides.length > 1 ) {\n\t\t\t\troutes.left = true;\n\t\t\t\troutes.right = true;\n\t\t\t}\n\n\t\t\tif( verticalSlides.length > 1 ) {\n\t\t\t\troutes.up = true;\n\t\t\t\troutes.down = true;\n\t\t\t}\n\t\t}\n\n\t\tif ( horizontalSlides.length > 1 && config.navigationMode === 'linear' ) {\n\t\t\troutes.right = routes.right || routes.down;\n\t\t\troutes.left = routes.left || routes.up;\n\t\t}\n\n\t\t// If includeFragments is set, a route will be considered\n\t\t// available if either a slid OR fragment is available in\n\t\t// the given direction\n\t\tif( includeFragments === true ) {\n\t\t\tlet fragmentRoutes = fragments.availableRoutes();\n\t\t\troutes.left = routes.left || fragmentRoutes.prev;\n\t\t\troutes.up = routes.up || fragmentRoutes.prev;\n\t\t\troutes.down = routes.down || fragmentRoutes.next;\n\t\t\troutes.right = routes.right || fragmentRoutes.next;\n\t\t}\n\n\t\t// Reverse horizontal controls for rtl\n\t\tif( config.rtl ) {\n\t\t\tlet left = routes.left;\n\t\t\troutes.left = routes.right;\n\t\t\troutes.right = left;\n\t\t}\n\n\t\treturn routes;\n\n\t}\n\n\t/**\n\t * Returns the number of past slides. This can be used as a global\n\t * flattened index for slides.\n\t *\n\t * @param {HTMLElement} [slide=currentSlide] The slide we're counting before\n\t *\n\t * @return {number} Past slide count\n\t */\n\tfunction getSlidePastCount( slide = currentSlide ) {\n\n\t\tlet horizontalSlides = getHorizontalSlides();\n\n\t\t// The number of past slides\n\t\tlet pastCount = 0;\n\n\t\t// Step through all slides and count the past ones\n\t\tmainLoop: for( let i = 0; i < horizontalSlides.length; i++ ) {\n\n\t\t\tlet horizontalSlide = horizontalSlides[i];\n\t\t\tlet verticalSlides = horizontalSlide.querySelectorAll( 'section' );\n\n\t\t\tfor( let j = 0; j < verticalSlides.length; j++ ) {\n\n\t\t\t\t// Stop as soon as we arrive at the present\n\t\t\t\tif( verticalSlides[j] === slide ) {\n\t\t\t\t\tbreak mainLoop;\n\t\t\t\t}\n\n\t\t\t\t// Don't count slides with the \"uncounted\" class\n\t\t\t\tif( verticalSlides[j].dataset.visibility !== 'uncounted' ) {\n\t\t\t\t\tpastCount++;\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t\t// Stop as soon as we arrive at the present\n\t\t\tif( horizontalSlide === slide ) {\n\t\t\t\tbreak;\n\t\t\t}\n\n\t\t\t// Don't count the wrapping section for vertical slides and\n\t\t\t// slides marked as uncounted\n\t\t\tif( horizontalSlide.classList.contains( 'stack' ) === false && horizontalSlide.dataset.visibility !== 'uncounted' ) {\n\t\t\t\tpastCount++;\n\t\t\t}\n\n\t\t}\n\n\t\treturn pastCount;\n\n\t}\n\n\t/**\n\t * Returns a value ranging from 0-1 that represents\n\t * how far into the presentation we have navigated.\n\t *\n\t * @return {number}\n\t */\n\tfunction getProgress() {\n\n\t\t// The number of past and total slides\n\t\tlet totalCount = getTotalSlides();\n\t\tlet pastCount = getSlidePastCount();\n\n\t\tif( currentSlide ) {\n\n\t\t\tlet allFragments = currentSlide.querySelectorAll( '.fragment' );\n\n\t\t\t// If there are fragments in the current slide those should be\n\t\t\t// accounted for in the progress.\n\t\t\tif( allFragments.length > 0 ) {\n\t\t\t\tlet visibleFragments = currentSlide.querySelectorAll( '.fragment.visible' );\n\n\t\t\t\t// This value represents how big a portion of the slide progress\n\t\t\t\t// that is made up by its fragments (0-1)\n\t\t\t\tlet fragmentWeight = 0.9;\n\n\t\t\t\t// Add fragment progress to the past slide count\n\t\t\t\tpastCount += ( visibleFragments.length / allFragments.length ) * fragmentWeight;\n\t\t\t}\n\n\t\t}\n\n\t\treturn Math.min( pastCount / ( totalCount - 1 ), 1 );\n\n\t}\n\n\t/**\n\t * Retrieves the h/v location and fragment of the current,\n\t * or specified, slide.\n\t *\n\t * @param {HTMLElement} [slide] If specified, the returned\n\t * index will be for this slide rather than the currently\n\t * active one\n\t *\n\t * @return {{h: number, v: number, f: number}}\n\t */\n\tfunction getIndices( slide ) {\n\n\t\t// By default, return the current indices\n\t\tlet h = indexh,\n\t\t\tv = indexv,\n\t\t\tf;\n\n\t\t// If a slide is specified, return the indices of that slide\n\t\tif( slide ) {\n\t\t\t// In scroll mode the original h/x index is stored on the slide\n\t\t\tif( scrollView.isActive() ) {\n\t\t\t\th = parseInt( slide.getAttribute( 'data-index-h' ), 10 );\n\n\t\t\t\tif( slide.getAttribute( 'data-index-v' ) ) {\n\t\t\t\t\tv = parseInt( slide.getAttribute( 'data-index-v' ), 10 );\n\t\t\t\t}\n\t\t\t}\n\t\t\telse {\n\t\t\t\tlet isVertical = isVerticalSlide( slide );\n\t\t\t\tlet slideh = isVertical ? slide.parentNode : slide;\n\n\t\t\t\t// Select all horizontal slides\n\t\t\t\tlet horizontalSlides = getHorizontalSlides();\n\n\t\t\t\t// Now that we know which the horizontal slide is, get its index\n\t\t\t\th = Math.max( horizontalSlides.indexOf( slideh ), 0 );\n\n\t\t\t\t// Assume we're not vertical\n\t\t\t\tv = undefined;\n\n\t\t\t\t// If this is a vertical slide, grab the vertical index\n\t\t\t\tif( isVertical ) {\n\t\t\t\t\tv = Math.max( Util.queryAll( slide.parentNode, 'section' ).indexOf( slide ), 0 );\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tif( !slide && currentSlide ) {\n\t\t\tlet hasFragments = currentSlide.querySelectorAll( '.fragment' ).length > 0;\n\t\t\tif( hasFragments ) {\n\t\t\t\tlet currentFragment = currentSlide.querySelector( '.current-fragment' );\n\t\t\t\tif( currentFragment && currentFragment.hasAttribute( 'data-fragment-index' ) ) {\n\t\t\t\t\tf = parseInt( currentFragment.getAttribute( 'data-fragment-index' ), 10 );\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tf = currentSlide.querySelectorAll( '.fragment.visible' ).length - 1;\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\treturn { h, v, f };\n\n\t}\n\n\t/**\n\t * Retrieves all slides in this presentation.\n\t */\n\tfunction getSlides() {\n\n\t\treturn Util.queryAll( dom.wrapper, SLIDES_SELECTOR + ':not(.stack):not([data-visibility=\"uncounted\"])' );\n\n\t}\n\n\t/**\n\t * Returns a list of all horizontal slides in the deck. Each\n\t * vertical stack is included as one horizontal slide in the\n\t * resulting array.\n\t */\n\tfunction getHorizontalSlides() {\n\n\t\treturn Util.queryAll( dom.wrapper, HORIZONTAL_SLIDES_SELECTOR );\n\n\t}\n\n\t/**\n\t * Returns all vertical slides that exist within this deck.\n\t */\n\tfunction getVerticalSlides() {\n\n\t\treturn Util.queryAll( dom.wrapper, '.slides>section>section' );\n\n\t}\n\n\t/**\n\t * Returns all vertical stacks (each stack can contain multiple slides).\n\t */\n\tfunction getVerticalStacks() {\n\n\t\treturn Util.queryAll( dom.wrapper, HORIZONTAL_SLIDES_SELECTOR + '.stack');\n\n\t}\n\n\t/**\n\t * Returns true if there are at least two horizontal slides.\n\t */\n\tfunction hasHorizontalSlides() {\n\n\t\treturn getHorizontalSlides().length > 1;\n\t}\n\n\t/**\n\t * Returns true if there are at least two vertical slides.\n\t */\n\tfunction hasVerticalSlides() {\n\n\t\treturn getVerticalSlides().length > 1;\n\n\t}\n\n\t/**\n\t * Returns an array of objects where each object represents the\n\t * attributes on its respective slide.\n\t */\n\tfunction getSlidesAttributes() {\n\n\t\treturn getSlides().map( slide => {\n\n\t\t\tlet attributes = {};\n\t\t\tfor( let i = 0; i < slide.attributes.length; i++ ) {\n\t\t\t\tlet attribute = slide.attributes[ i ];\n\t\t\t\tattributes[ attribute.name ] = attribute.value;\n\t\t\t}\n\t\t\treturn attributes;\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Retrieves the total number of slides in this presentation.\n\t *\n\t * @return {number}\n\t */\n\tfunction getTotalSlides() {\n\n\t\treturn getSlides().length;\n\n\t}\n\n\t/**\n\t * Returns the slide element matching the specified index.\n\t *\n\t * @return {HTMLElement}\n\t */\n\tfunction getSlide( x, y ) {\n\n\t\tlet horizontalSlide = getHorizontalSlides()[ x ];\n\t\tlet verticalSlides = horizontalSlide && horizontalSlide.querySelectorAll( 'section' );\n\n\t\tif( verticalSlides && verticalSlides.length && typeof y === 'number' ) {\n\t\t\treturn verticalSlides ? verticalSlides[ y ] : undefined;\n\t\t}\n\n\t\treturn horizontalSlide;\n\n\t}\n\n\t/**\n\t * Returns the background element for the given slide.\n\t * All slides, even the ones with no background properties\n\t * defined, have a background element so as long as the\n\t * index is valid an element will be returned.\n\t *\n\t * @param {mixed} x Horizontal background index OR a slide\n\t * HTML element\n\t * @param {number} y Vertical background index\n\t * @return {(HTMLElement[]|*)}\n\t */\n\tfunction getSlideBackground( x, y ) {\n\n\t\tlet slide = typeof x === 'number' ? getSlide( x, y ) : x;\n\t\tif( slide ) {\n\t\t\treturn slide.slideBackgroundElement;\n\t\t}\n\n\t\treturn undefined;\n\n\t}\n\n\t/**\n\t * Retrieves the current state of the presentation as\n\t * an object. This state can then be restored at any\n\t * time.\n\t *\n\t * @return {{indexh: number, indexv: number, indexf: number, paused: boolean, overview: boolean}}\n\t */\n\tfunction getState() {\n\n\t\tlet indices = getIndices();\n\n\t\treturn {\n\t\t\tindexh: indices.h,\n\t\t\tindexv: indices.v,\n\t\t\tindexf: indices.f,\n\t\t\tpaused: isPaused(),\n\t\t\toverview: overview.isActive()\n\t\t};\n\n\t}\n\n\t/**\n\t * Restores the presentation to the given state.\n\t *\n\t * @param {object} state As generated by getState()\n\t * @see {@link getState} generates the parameter `state`\n\t */\n\tfunction setState( state ) {\n\n\t\tif( typeof state === 'object' ) {\n\t\t\tslide( Util.deserialize( state.indexh ), Util.deserialize( state.indexv ), Util.deserialize( state.indexf ) );\n\n\t\t\tlet pausedFlag = Util.deserialize( state.paused ),\n\t\t\t\toverviewFlag = Util.deserialize( state.overview );\n\n\t\t\tif( typeof pausedFlag === 'boolean' && pausedFlag !== isPaused() ) {\n\t\t\t\ttogglePause( pausedFlag );\n\t\t\t}\n\n\t\t\tif( typeof overviewFlag === 'boolean' && overviewFlag !== overview.isActive() ) {\n\t\t\t\toverview.toggle( overviewFlag );\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Cues a new automated slide if enabled in the config.\n\t */\n\tfunction cueAutoSlide() {\n\n\t\tcancelAutoSlide();\n\n\t\tif( currentSlide && config.autoSlide !== false ) {\n\n\t\t\tlet fragment = currentSlide.querySelector( '.current-fragment[data-autoslide]' );\n\n\t\t\tlet fragmentAutoSlide = fragment ? fragment.getAttribute( 'data-autoslide' ) : null;\n\t\t\tlet parentAutoSlide = currentSlide.parentNode ? currentSlide.parentNode.getAttribute( 'data-autoslide' ) : null;\n\t\t\tlet slideAutoSlide = currentSlide.getAttribute( 'data-autoslide' );\n\n\t\t\t// Pick value in the following priority order:\n\t\t\t// 1. Current fragment's data-autoslide\n\t\t\t// 2. Current slide's data-autoslide\n\t\t\t// 3. Parent slide's data-autoslide\n\t\t\t// 4. Global autoSlide setting\n\t\t\tif( fragmentAutoSlide ) {\n\t\t\t\tautoSlide = parseInt( fragmentAutoSlide, 10 );\n\t\t\t}\n\t\t\telse if( slideAutoSlide ) {\n\t\t\t\tautoSlide = parseInt( slideAutoSlide, 10 );\n\t\t\t}\n\t\t\telse if( parentAutoSlide ) {\n\t\t\t\tautoSlide = parseInt( parentAutoSlide, 10 );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tautoSlide = config.autoSlide;\n\n\t\t\t\t// If there are media elements with data-autoplay,\n\t\t\t\t// automatically set the autoSlide duration to the\n\t\t\t\t// length of that media. Not applicable if the slide\n\t\t\t\t// is divided up into fragments.\n\t\t\t\t// playbackRate is accounted for in the duration.\n\t\t\t\tif( currentSlide.querySelectorAll( '.fragment' ).length === 0 ) {\n\t\t\t\t\tUtil.queryAll( currentSlide, 'video, audio' ).forEach( el => {\n\t\t\t\t\t\tif( el.hasAttribute( 'data-autoplay' ) ) {\n\t\t\t\t\t\t\tif( autoSlide && (el.duration * 1000 / el.playbackRate ) > autoSlide ) {\n\t\t\t\t\t\t\t\tautoSlide = ( el.duration * 1000 / el.playbackRate ) + 1000;\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t}\n\t\t\t\t\t} );\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// Cue the next auto-slide if:\n\t\t\t// - There is an autoSlide value\n\t\t\t// - Auto-sliding isn't paused by the user\n\t\t\t// - The presentation isn't paused\n\t\t\t// - The overview isn't active\n\t\t\t// - The presentation isn't over\n\t\t\tif( autoSlide && !autoSlidePaused && !isPaused() && !overview.isActive() && ( !isLastSlide() || fragments.availableRoutes().next || config.loop === true ) ) {\n\t\t\t\tautoSlideTimeout = setTimeout( () => {\n\t\t\t\t\tif( typeof config.autoSlideMethod === 'function' ) {\n\t\t\t\t\t\tconfig.autoSlideMethod()\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tnavigateNext();\n\t\t\t\t\t}\n\t\t\t\t\tcueAutoSlide();\n\t\t\t\t}, autoSlide );\n\t\t\t\tautoSlideStartTime = Date.now();\n\t\t\t}\n\n\t\t\tif( autoSlidePlayer ) {\n\t\t\t\tautoSlidePlayer.setPlaying( autoSlideTimeout !== -1 );\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Cancels any ongoing request to auto-slide.\n\t */\n\tfunction cancelAutoSlide() {\n\n\t\tclearTimeout( autoSlideTimeout );\n\t\tautoSlideTimeout = -1;\n\n\t}\n\n\tfunction pauseAutoSlide() {\n\n\t\tif( autoSlide && !autoSlidePaused ) {\n\t\t\tautoSlidePaused = true;\n\t\t\tdispatchEvent({ type: 'autoslidepaused' });\n\t\t\tclearTimeout( autoSlideTimeout );\n\n\t\t\tif( autoSlidePlayer ) {\n\t\t\t\tautoSlidePlayer.setPlaying( false );\n\t\t\t}\n\t\t}\n\n\t}\n\n\tfunction resumeAutoSlide() {\n\n\t\tif( autoSlide && autoSlidePaused ) {\n\t\t\tautoSlidePaused = false;\n\t\t\tdispatchEvent({ type: 'autoslideresumed' });\n\t\t\tcueAutoSlide();\n\t\t}\n\n\t}\n\n\tfunction navigateLeft({skipFragments=false}={}) {\n\n\t\tnavigationHistory.hasNavigatedHorizontally = true;\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.prev();\n\n\t\t// Reverse for RTL\n\t\tif( config.rtl ) {\n\t\t\tif( ( overview.isActive() || skipFragments || fragments.next() === false ) && availableRoutes().left ) {\n\t\t\t\tslide( indexh + 1, config.navigationMode === 'grid' ? indexv : undefined );\n\t\t\t}\n\t\t}\n\t\t// Normal navigation\n\t\telse if( ( overview.isActive() || skipFragments || fragments.prev() === false ) && availableRoutes().left ) {\n\t\t\tslide( indexh - 1, config.navigationMode === 'grid' ? indexv : undefined );\n\t\t}\n\n\t}\n\n\tfunction navigateRight({skipFragments=false}={}) {\n\n\t\tnavigationHistory.hasNavigatedHorizontally = true;\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.next();\n\n\t\t// Reverse for RTL\n\t\tif( config.rtl ) {\n\t\t\tif( ( overview.isActive() || skipFragments || fragments.prev() === false ) && availableRoutes().right ) {\n\t\t\t\tslide( indexh - 1, config.navigationMode === 'grid' ? indexv : undefined );\n\t\t\t}\n\t\t}\n\t\t// Normal navigation\n\t\telse if( ( overview.isActive() || skipFragments || fragments.next() === false ) && availableRoutes().right ) {\n\t\t\tslide( indexh + 1, config.navigationMode === 'grid' ? indexv : undefined );\n\t\t}\n\n\t}\n\n\tfunction navigateUp({skipFragments=false}={}) {\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.prev();\n\n\t\t// Prioritize hiding fragments\n\t\tif( ( overview.isActive() || skipFragments || fragments.prev() === false ) && availableRoutes().up ) {\n\t\t\tslide( indexh, indexv - 1 );\n\t\t}\n\n\t}\n\n\tfunction navigateDown({skipFragments=false}={}) {\n\n\t\tnavigationHistory.hasNavigatedVertically = true;\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.next();\n\n\t\t// Prioritize revealing fragments\n\t\tif( ( overview.isActive() || skipFragments || fragments.next() === false ) && availableRoutes().down ) {\n\t\t\tslide( indexh, indexv + 1 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Navigates backwards, prioritized in the following order:\n\t * 1) Previous fragment\n\t * 2) Previous vertical slide\n\t * 3) Previous horizontal slide\n\t */\n\tfunction navigatePrev({skipFragments=false}={}) {\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.prev();\n\n\t\t// Prioritize revealing fragments\n\t\tif( skipFragments || fragments.prev() === false ) {\n\t\t\tif( availableRoutes().up ) {\n\t\t\t\tnavigateUp({skipFragments});\n\t\t\t}\n\t\t\telse {\n\t\t\t\t// Fetch the previous horizontal slide, if there is one\n\t\t\t\tlet previousSlide;\n\n\t\t\t\tif( config.rtl ) {\n\t\t\t\t\tpreviousSlide = Util.queryAll( dom.wrapper, HORIZONTAL_SLIDES_SELECTOR + '.future' ).pop();\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tpreviousSlide = Util.queryAll( dom.wrapper, HORIZONTAL_SLIDES_SELECTOR + '.past' ).pop();\n\t\t\t\t}\n\n\t\t\t\t// When going backwards and arriving on a stack we start\n\t\t\t\t// at the bottom of the stack\n\t\t\t\tif( previousSlide && previousSlide.classList.contains( 'stack' ) ) {\n\t\t\t\t\tlet v = ( previousSlide.querySelectorAll( 'section' ).length - 1 ) || undefined;\n\t\t\t\t\tlet h = indexh - 1;\n\t\t\t\t\tslide( h, v );\n\t\t\t\t}\n\t\t\t\telse if( config.rtl ) {\n\t\t\t\t\tnavigateRight({skipFragments});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tnavigateLeft({skipFragments});\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * The reverse of #navigatePrev().\n\t */\n\tfunction navigateNext({skipFragments=false}={}) {\n\n\t\tnavigationHistory.hasNavigatedHorizontally = true;\n\t\tnavigationHistory.hasNavigatedVertically = true;\n\n\t\t// Scroll view navigation is handled independently\n\t\tif( scrollView.isActive() ) return scrollView.next();\n\n\t\t// Prioritize revealing fragments\n\t\tif( skipFragments || fragments.next() === false ) {\n\n\t\t\tlet routes = availableRoutes();\n\n\t\t\t// When looping is enabled `routes.down` is always available\n\t\t\t// so we need a separate check for when we've reached the\n\t\t\t// end of a stack and should move horizontally\n\t\t\tif( routes.down && routes.right && config.loop && isLastVerticalSlide() ) {\n\t\t\t\troutes.down = false;\n\t\t\t}\n\n\t\t\tif( routes.down ) {\n\t\t\t\tnavigateDown({skipFragments});\n\t\t\t}\n\t\t\telse if( config.rtl ) {\n\t\t\t\tnavigateLeft({skipFragments});\n\t\t\t}\n\t\t\telse {\n\t\t\t\tnavigateRight({skipFragments});\n\t\t\t}\n\t\t}\n\n\t}\n\n\n\t// --------------------------------------------------------------------//\n\t// ----------------------------- EVENTS -------------------------------//\n\t// --------------------------------------------------------------------//\n\n\t/**\n\t * Called by all event handlers that are based on user\n\t * input.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onUserInput( event ) {\n\n\t\tif( config.autoSlideStoppable ) {\n\t\t\tpauseAutoSlide();\n\t\t}\n\n\t}\n\n\t/**\n\t* Listener for post message events posted to this window.\n\t*/\n\tfunction onPostMessage( event ) {\n\n\t\tlet data = event.data;\n\n\t\t// Make sure we're dealing with JSON\n\t\tif( typeof data === 'string' && data.charAt( 0 ) === '{' && data.charAt( data.length - 1 ) === '}' ) {\n\t\t\tdata = JSON.parse( data );\n\n\t\t\t// Check if the requested method can be found\n\t\t\tif( data.method && typeof Reveal[data.method] === 'function' ) {\n\n\t\t\t\tif( POST_MESSAGE_METHOD_BLACKLIST.test( data.method ) === false ) {\n\n\t\t\t\t\tconst result = Reveal[data.method].apply( Reveal, data.args );\n\n\t\t\t\t\t// Dispatch a postMessage event with the returned value from\n\t\t\t\t\t// our method invocation for getter functions\n\t\t\t\t\tdispatchPostMessage( 'callback', { method: data.method, result: result } );\n\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tconsole.warn( 'reveal.js: \"'+ data.method +'\" is is blacklisted from the postMessage API' );\n\t\t\t\t}\n\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Event listener for transition end on the current slide.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onTransitionEnd( event ) {\n\n\t\tif( transition === 'running' && /section/gi.test( event.target.nodeName ) ) {\n\t\t\ttransition = 'idle';\n\t\t\tdispatchEvent({\n\t\t\t\ttype: 'slidetransitionend',\n\t\t\t\tdata: { indexh, indexv, previousSlide, currentSlide }\n\t\t\t});\n\t\t}\n\n\t}\n\n\t/**\n\t * A global listener for all click events inside of the\n\t * .slides container.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onSlidesClicked( event ) {\n\n\t\tconst anchor = Util.closest( event.target, 'a[href^=\"#\"]' );\n\n\t\t// If a hash link is clicked, we find the target slide\n\t\t// and navigate to it. We previously relied on 'hashchange'\n\t\t// for links like these but that prevented media with\n\t\t// audio tracks from playing in mobile browsers since it\n\t\t// wasn't considered a direct interaction with the document.\n\t\tif( anchor ) {\n\t\t\tconst hash = anchor.getAttribute( 'href' );\n\t\t\tconst indices = location.getIndicesFromHash( hash );\n\n\t\t\tif( indices ) {\n\t\t\t\tReveal.slide( indices.h, indices.v, indices.f );\n\t\t\t\tevent.preventDefault();\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Handler for the window level 'resize' event.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onWindowResize( event ) {\n\n\t\tlayout();\n\t}\n\n\t/**\n\t * Handle for the window level 'visibilitychange' event.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onPageVisibilityChange( event ) {\n\n\t\t// If, after clicking a link or similar and we're coming back,\n\t\t// focus the document.body to ensure we can use keyboard shortcuts\n\t\tif( document.hidden === false && document.activeElement !== document.body ) {\n\t\t\t// Not all elements support .blur() - SVGs among them.\n\t\t\tif( typeof document.activeElement.blur === 'function' ) {\n\t\t\t\tdocument.activeElement.blur();\n\t\t\t}\n\t\t\tdocument.body.focus();\n\t\t}\n\n\t}\n\n\t/**\n\t * Handler for the document level 'fullscreenchange' event.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onFullscreenChange( event ) {\n\n\t\tlet element = document.fullscreenElement || document.webkitFullscreenElement;\n\t\tif( element === dom.wrapper ) {\n\t\t\tevent.stopImmediatePropagation();\n\n\t\t\t// Timeout to avoid layout shift in Safari\n\t\t\tsetTimeout( () => {\n\t\t\t\tReveal.layout();\n\t\t\t\tReveal.focus.focus(); // focus.focus :'(\n\t\t\t}, 1 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Handles clicks on links that are set to preview in the\n\t * iframe overlay.\n\t *\n\t * @param {object} event\n\t */\n\tfunction onPreviewLinkClicked( event ) {\n\n\t\tif( event.currentTarget && event.currentTarget.hasAttribute( 'href' ) ) {\n\t\t\tlet url = event.currentTarget.getAttribute( 'href' );\n\t\t\tif( url ) {\n\t\t\t\tshowPreview( url );\n\t\t\t\tevent.preventDefault();\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Handles click on the auto-sliding controls element.\n\t *\n\t * @param {object} [event]\n\t */\n\tfunction onAutoSlidePlayerClick( event ) {\n\n\t\t// Replay\n\t\tif( isLastSlide() && config.loop === false ) {\n\t\t\tslide( 0, 0 );\n\t\t\tresumeAutoSlide();\n\t\t}\n\t\t// Resume\n\t\telse if( autoSlidePaused ) {\n\t\t\tresumeAutoSlide();\n\t\t}\n\t\t// Pause\n\t\telse {\n\t\t\tpauseAutoSlide();\n\t\t}\n\n\t}\n\n\n\t// --------------------------------------------------------------------//\n\t// ------------------------------- API --------------------------------//\n\t// --------------------------------------------------------------------//\n\n\t// The public reveal.js API\n\tconst API = {\n\t\tVERSION,\n\n\t\tinitialize,\n\t\tconfigure,\n\t\tdestroy,\n\n\t\tsync,\n\t\tsyncSlide,\n\t\tsyncFragments: fragments.sync.bind( fragments ),\n\n\t\t// Navigation methods\n\t\tslide,\n\t\tleft: navigateLeft,\n\t\tright: navigateRight,\n\t\tup: navigateUp,\n\t\tdown: navigateDown,\n\t\tprev: navigatePrev,\n\t\tnext: navigateNext,\n\n\t\t// Navigation aliases\n\t\tnavigateLeft, navigateRight, navigateUp, navigateDown, navigatePrev, navigateNext,\n\n\t\t// Fragment methods\n\t\tnavigateFragment: fragments.goto.bind( fragments ),\n\t\tprevFragment: fragments.prev.bind( fragments ),\n\t\tnextFragment: fragments.next.bind( fragments ),\n\n\t\t// Event binding\n\t\ton,\n\t\toff,\n\n\t\t// Legacy event binding methods left in for backwards compatibility\n\t\taddEventListener: on,\n\t\tremoveEventListener: off,\n\n\t\t// Forces an update in slide layout\n\t\tlayout,\n\n\t\t// Randomizes the order of slides\n\t\tshuffle,\n\n\t\t// Returns an object with the available routes as booleans (left/right/top/bottom)\n\t\tavailableRoutes,\n\n\t\t// Returns an object with the available fragments as booleans (prev/next)\n\t\tavailableFragments: fragments.availableRoutes.bind( fragments ),\n\n\t\t// Toggles a help overlay with keyboard shortcuts\n\t\ttoggleHelp,\n\n\t\t// Toggles the overview mode on/off\n\t\ttoggleOverview: overview.toggle.bind( overview ),\n\n\t\t// Toggles the scroll view on/off\n\t\ttoggleScrollView: scrollView.toggle.bind( scrollView ),\n\n\t\t// Toggles the \"black screen\" mode on/off\n\t\ttogglePause,\n\n\t\t// Toggles the auto slide mode on/off\n\t\ttoggleAutoSlide,\n\n\t\t// Toggles visibility of the jump-to-slide UI\n\t\ttoggleJumpToSlide,\n\n\t\t// Slide navigation checks\n\t\tisFirstSlide,\n\t\tisLastSlide,\n\t\tisLastVerticalSlide,\n\t\tisVerticalSlide,\n\t\tisVerticalStack,\n\n\t\t// State checks\n\t\tisPaused,\n\t\tisAutoSliding,\n\t\tisSpeakerNotes: notes.isSpeakerNotesWindow.bind( notes ),\n\t\tisOverview: overview.isActive.bind( overview ),\n\t\tisFocused: focus.isFocused.bind( focus ),\n\n\t\tisScrollView: scrollView.isActive.bind( scrollView ),\n\t\tisPrintView: printView.isActive.bind( printView ),\n\n\t\t// Checks if reveal.js has been loaded and is ready for use\n\t\tisReady: () => ready,\n\n\t\t// Slide preloading\n\t\tloadSlide: slideContent.load.bind( slideContent ),\n\t\tunloadSlide: slideContent.unload.bind( slideContent ),\n\n\t\t// Start/stop all media inside of the current slide\n\t\tstartEmbeddedContent: () => slideContent.startEmbeddedContent( currentSlide ),\n\t\tstopEmbeddedContent: () => slideContent.stopEmbeddedContent( currentSlide, { unloadIframes: false } ),\n\n\t\t// Preview management\n\t\tshowPreview,\n\t\thidePreview: closeOverlay,\n\n\t\t// Adds or removes all internal event listeners\n\t\taddEventListeners,\n\t\tremoveEventListeners,\n\t\tdispatchEvent,\n\n\t\t// Facility for persisting and restoring the presentation state\n\t\tgetState,\n\t\tsetState,\n\n\t\t// Presentation progress on range of 0-1\n\t\tgetProgress,\n\n\t\t// Returns the indices of the current, or specified, slide\n\t\tgetIndices,\n\n\t\t// Returns an Array of key:value maps of the attributes of each\n\t\t// slide in the deck\n\t\tgetSlidesAttributes,\n\n\t\t// Returns the number of slides that we have passed\n\t\tgetSlidePastCount,\n\n\t\t// Returns the total number of slides\n\t\tgetTotalSlides,\n\n\t\t// Returns the slide element at the specified index\n\t\tgetSlide,\n\n\t\t// Returns the previous slide element, may be null\n\t\tgetPreviousSlide: () => previousSlide,\n\n\t\t// Returns the current slide element\n\t\tgetCurrentSlide: () => currentSlide,\n\n\t\t// Returns the slide background element at the specified index\n\t\tgetSlideBackground,\n\n\t\t// Returns the speaker notes string for a slide, or null\n\t\tgetSlideNotes: notes.getSlideNotes.bind( notes ),\n\n\t\t// Returns an Array of all slides\n\t\tgetSlides,\n\n\t\t// Returns an array with all horizontal/vertical slides in the deck\n\t\tgetHorizontalSlides,\n\t\tgetVerticalSlides,\n\n\t\t// Checks if the presentation contains two or more horizontal\n\t\t// and vertical slides\n\t\thasHorizontalSlides,\n\t\thasVerticalSlides,\n\n\t\t// Checks if the deck has navigated on either axis at least once\n\t\thasNavigatedHorizontally: () => navigationHistory.hasNavigatedHorizontally,\n\t\thasNavigatedVertically: () => navigationHistory.hasNavigatedVertically,\n\n\t\tshouldAutoAnimateBetween,\n\n\t\t// Adds/removes a custom key binding\n\t\taddKeyBinding: keyboard.addKeyBinding.bind( keyboard ),\n\t\tremoveKeyBinding: keyboard.removeKeyBinding.bind( keyboard ),\n\n\t\t// Programmatically triggers a keyboard event\n\t\ttriggerKey: keyboard.triggerKey.bind( keyboard ),\n\n\t\t// Registers a new shortcut to include in the help overlay\n\t\tregisterKeyboardShortcut: keyboard.registerKeyboardShortcut.bind( keyboard ),\n\n\t\tgetComputedSlideSize,\n\t\tsetCurrentScrollPage,\n\n\t\t// Returns the current scale of the presentation content\n\t\tgetScale: () => scale,\n\n\t\t// Returns the current configuration object\n\t\tgetConfig: () => config,\n\n\t\t// Helper method, retrieves query string as a key:value map\n\t\tgetQueryHash: Util.getQueryHash,\n\n\t\t// Returns the path to the current slide as represented in the URL\n\t\tgetSlidePath: location.getHash.bind( location ),\n\n\t\t// Returns reveal.js DOM elements\n\t\tgetRevealElement: () => revealElement,\n\t\tgetSlidesElement: () => dom.slides,\n\t\tgetViewportElement: () => dom.viewport,\n\t\tgetBackgroundsElement: () => backgrounds.element,\n\n\t\t// API for registering and retrieving plugins\n\t\tregisterPlugin: plugins.registerPlugin.bind( plugins ),\n\t\thasPlugin: plugins.hasPlugin.bind( plugins ),\n\t\tgetPlugin: plugins.getPlugin.bind( plugins ),\n\t\tgetPlugins: plugins.getRegisteredPlugins.bind( plugins )\n\n\t};\n\n\t// Our internal API which controllers have access to\n\tUtil.extend( Reveal, {\n\t\t...API,\n\n\t\t// Methods for announcing content to screen readers\n\t\tannounceStatus,\n\t\tgetStatusText,\n\n\t\t// Controllers\n\t\tfocus,\n\t\tscroll: scrollView,\n\t\tprogress,\n\t\tcontrols,\n\t\tlocation,\n\t\toverview,\n\t\tfragments,\n\t\tbackgrounds,\n\t\tslideContent,\n\t\tslideNumber,\n\n\t\tonUserInput,\n\t\tcloseOverlay,\n\t\tupdateSlidesVisibility,\n\t\tlayoutSlideContents,\n\t\ttransformSlides,\n\t\tcueAutoSlide,\n\t\tcancelAutoSlide\n\t} );\n\n\treturn API;\n\n};\n","import Deck, { VERSION } from './reveal.js'\n\n/**\n * Expose the Reveal class to the window. To create a\n * new instance:\n * let deck = new Reveal( document.querySelector( '.reveal' ), {\n *   controls: false\n * } );\n * deck.initialize().then(() => {\n *   // reveal.js is ready\n * });\n */\nlet Reveal = Deck;\n\n\n/**\n * The below is a thin shell that mimics the pre 4.0\n * reveal.js API and ensures backwards compatibility.\n * This API only allows for one Reveal instance per\n * page, whereas the new API above lets you run many\n * presentations on the same page.\n *\n * Reveal.initialize( { controls: false } ).then(() => {\n *   // reveal.js is ready\n * });\n */\n\nlet enqueuedAPICalls = [];\n\nReveal.initialize = options => {\n\n\t// Create our singleton reveal.js instance\n\tObject.assign( Reveal, new Deck( document.querySelector( '.reveal' ), options ) );\n\n\t// Invoke any enqueued API calls\n\tenqueuedAPICalls.map( method => method( Reveal ) );\n\n\treturn Reveal.initialize();\n\n}\n\n/**\n * The pre 4.0 API let you add event listener before\n * initializing. 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\ No newline at end of file
diff --git a/src/_site/site_libs/revealjs/dist/theme/fonts/league-gothic/LICENSE b/src/_site/site_libs/revealjs/dist/theme/fonts/league-gothic/LICENSE
new file mode 100644
index 0000000000000000000000000000000000000000..29513e9c4b77d8614975dddfd8bc32a4f7665bff
--- /dev/null
+++ b/src/_site/site_libs/revealjs/dist/theme/fonts/league-gothic/LICENSE
@@ -0,0 +1,2 @@
+SIL Open Font License (OFL)
+http://scripts.sil.org/cms/scripts/page.php?site_id=nrsi&id=OFL
diff --git a/src/_site/site_libs/revealjs/dist/theme/fonts/league-gothic/league-gothic.css b/src/_site/site_libs/revealjs/dist/theme/fonts/league-gothic/league-gothic.css
new file mode 100644
index 0000000000000000000000000000000000000000..32862f8f51a487057b79321ffa294f405f34b3d8
--- /dev/null
+++ b/src/_site/site_libs/revealjs/dist/theme/fonts/league-gothic/league-gothic.css
@@ -0,0 +1,10 @@
+@font-face {
+    font-family: 'League Gothic';
+    src: url('./league-gothic.eot');
+    src: url('./league-gothic.eot?#iefix') format('embedded-opentype'),
+         url('./league-gothic.woff') format('woff'),
+         url('./league-gothic.ttf') format('truetype');
+
+    font-weight: normal;
+    font-style: normal;
+}
diff --git a/src/_site/site_libs/revealjs/dist/theme/fonts/league-gothic/league-gothic.eot b/src/_site/site_libs/revealjs/dist/theme/fonts/league-gothic/league-gothic.eot
new file mode 100755
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diff --git a/src/_site/site_libs/revealjs/dist/theme/fonts/league-gothic/league-gothic.ttf b/src/_site/site_libs/revealjs/dist/theme/fonts/league-gothic/league-gothic.ttf
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diff --git a/src/_site/site_libs/revealjs/dist/theme/fonts/league-gothic/league-gothic.woff b/src/_site/site_libs/revealjs/dist/theme/fonts/league-gothic/league-gothic.woff
new file mode 100755
index 0000000000000000000000000000000000000000..8c1227b200c3432a2502e97b87ae0508183629df
Binary files /dev/null and b/src/_site/site_libs/revealjs/dist/theme/fonts/league-gothic/league-gothic.woff differ
diff --git a/src/_site/site_libs/revealjs/dist/theme/fonts/source-sans-pro/LICENSE b/src/_site/site_libs/revealjs/dist/theme/fonts/source-sans-pro/LICENSE
new file mode 100644
index 0000000000000000000000000000000000000000..71b7a02a22f0a02a94f4b92139a24495c8daf2a3
--- /dev/null
+++ b/src/_site/site_libs/revealjs/dist/theme/fonts/source-sans-pro/LICENSE
@@ -0,0 +1,45 @@
+SIL Open Font License
+
+Copyright 2010, 2012 Adobe Systems Incorporated (http://www.adobe.com/), with Reserved Font Name ‘Source’. All Rights Reserved. Source is a trademark of Adobe Systems Incorporated in the United States and/or other countries.
+
+This Font Software is licensed under the SIL Open Font License, Version 1.1.
+This license is copied below, and is also available with a FAQ at: http://scripts.sil.org/OFL
+
+—————————————————————————————-
+SIL OPEN FONT LICENSE Version 1.1 - 26 February 2007
+—————————————————————————————-
+
+PREAMBLE
+The goals of the Open Font License (OFL) are to stimulate worldwide development of collaborative font projects, to support the font creation efforts of academic and linguistic communities, and to provide a free and open framework in which fonts may be shared and improved in partnership with others.
+
+The OFL allows the licensed fonts to be used, studied, modified and redistributed freely as long as they are not sold by themselves. The fonts, including any derivative works, can be bundled, embedded, redistributed and/or sold with any software provided that any reserved names are not used by derivative works. The fonts and derivatives, however, cannot be released under any other type of license. The requirement for fonts to remain under this license does not apply to any document created using the fonts or their derivatives.
+
+DEFINITIONS
+“Font Software” refers to the set of files released by the Copyright Holder(s) under this license and clearly marked as such. This may include source files, build scripts and documentation.
+
+“Reserved Font Name” refers to any names specified as such after the copyright statement(s).
+
+“Original Version” refers to the collection of Font Software components as distributed by the Copyright Holder(s).
+
+“Modified Version” refers to any derivative made by adding to, deleting, or substituting—in part or in whole—any of the components of the Original Version, by changing formats or by porting the Font Software to a new environment.
+
+“Author” refers to any designer, engineer, programmer, technical writer or other person who contributed to the Font Software.
+
+PERMISSION & CONDITIONS
+Permission is hereby granted, free of charge, to any person obtaining a copy of the Font Software, to use, study, copy, merge, embed, modify, redistribute, and sell modified and unmodified copies of the Font Software, subject to the following conditions:
+
+1) Neither the Font Software nor any of its individual components, in Original or Modified Versions, may be sold by itself.
+
+2) Original or Modified Versions of the Font Software may be bundled, redistributed and/or sold with any software, provided that each copy contains the above copyright notice and this license. These can be included either as stand-alone text files, human-readable headers or in the appropriate machine-readable metadata fields within text or binary files as long as those fields can be easily viewed by the user.
+
+3) No Modified Version of the Font Software may use the Reserved Font Name(s) unless explicit written permission is granted by the corresponding Copyright Holder. This restriction only applies to the primary font name as presented to the users.
+
+4) The name(s) of the Copyright Holder(s) or the Author(s) of the Font Software shall not be used to promote, endorse or advertise any Modified Version, except to acknowledge the contribution(s) of the Copyright Holder(s) and the Author(s) or with their explicit written permission.
+
+5) The Font Software, modified or unmodified, in part or in whole, must be distributed entirely under this license, and must not be distributed under any other license. The requirement for fonts to remain under this license does not apply to any document created using the Font Software.
+
+TERMINATION
+This license becomes null and void if any of the above conditions are not met.
+
+DISCLAIMER
+THE FONT SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL THE COPYRIGHT HOLDER BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM OTHER DEALINGS IN THE FONT SOFTWARE.
\ No newline at end of file
diff --git a/src/_site/site_libs/revealjs/dist/theme/fonts/source-sans-pro/source-sans-pro-italic.eot b/src/_site/site_libs/revealjs/dist/theme/fonts/source-sans-pro/source-sans-pro-italic.eot
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diff --git a/src/_site/site_libs/revealjs/dist/theme/fonts/source-sans-pro/source-sans-pro-regular.eot b/src/_site/site_libs/revealjs/dist/theme/fonts/source-sans-pro/source-sans-pro-regular.eot
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diff --git a/src/_site/site_libs/revealjs/dist/theme/fonts/source-sans-pro/source-sans-pro-semibolditalic.woff b/src/_site/site_libs/revealjs/dist/theme/fonts/source-sans-pro/source-sans-pro-semibolditalic.woff
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diff --git a/src/_site/site_libs/revealjs/dist/theme/fonts/source-sans-pro/source-sans-pro.css b/src/_site/site_libs/revealjs/dist/theme/fonts/source-sans-pro/source-sans-pro.css
new file mode 100644
index 0000000000000000000000000000000000000000..99e4fb71a71141a6609c67ef440cb239df8a734b
--- /dev/null
+++ b/src/_site/site_libs/revealjs/dist/theme/fonts/source-sans-pro/source-sans-pro.css
@@ -0,0 +1,39 @@
+@font-face {
+    font-family: 'Source Sans Pro';
+    src: url('./source-sans-pro-regular.eot');
+    src: url('./source-sans-pro-regular.eot?#iefix') format('embedded-opentype'),
+         url('./source-sans-pro-regular.woff') format('woff'),
+         url('./source-sans-pro-regular.ttf') format('truetype');
+    font-weight: normal;
+    font-style: normal;
+}
+
+@font-face {
+    font-family: 'Source Sans Pro';
+    src: url('./source-sans-pro-italic.eot');
+    src: url('./source-sans-pro-italic.eot?#iefix') format('embedded-opentype'),
+         url('./source-sans-pro-italic.woff') format('woff'),
+         url('./source-sans-pro-italic.ttf') format('truetype');
+    font-weight: normal;
+    font-style: italic;
+}
+
+@font-face {
+    font-family: 'Source Sans Pro';
+    src: url('./source-sans-pro-semibold.eot');
+    src: url('./source-sans-pro-semibold.eot?#iefix') format('embedded-opentype'),
+         url('./source-sans-pro-semibold.woff') format('woff'),
+         url('./source-sans-pro-semibold.ttf') format('truetype');
+    font-weight: 600;
+    font-style: normal;
+}
+
+@font-face {
+    font-family: 'Source Sans Pro';
+    src: url('./source-sans-pro-semibolditalic.eot');
+    src: url('./source-sans-pro-semibolditalic.eot?#iefix') format('embedded-opentype'),
+         url('./source-sans-pro-semibolditalic.woff') format('woff'),
+         url('./source-sans-pro-semibolditalic.ttf') format('truetype');
+    font-weight: 600;
+    font-style: italic;
+}
diff --git a/src/_site/site_libs/revealjs/dist/theme/quarto-5b48f34d633aed70c74c672477009ffc.css b/src/_site/site_libs/revealjs/dist/theme/quarto-5b48f34d633aed70c74c672477009ffc.css
new file mode 100644
index 0000000000000000000000000000000000000000..d7ccea765a606dd6959aab3df636c34a7a897a25
--- /dev/null
+++ b/src/_site/site_libs/revealjs/dist/theme/quarto-5b48f34d633aed70c74c672477009ffc.css
@@ -0,0 +1,8 @@
+@import"./fonts/source-sans-pro/source-sans-pro.css";:root{--r-background-color: #191919;--r-main-font: Source Sans Pro, Helvetica, sans-serif;--r-main-font-size: 40px;--r-main-color: #fff;--r-block-margin: 12px;--r-heading-margin: 0 0 12px 0;--r-heading-font: Source Sans Pro, Helvetica, sans-serif;--r-heading-color: #fff;--r-heading-line-height: 1.2;--r-heading-letter-spacing: normal;--r-heading-text-transform: none;--r-heading-text-shadow: none;--r-heading-font-weight: 600;--r-heading1-text-shadow: none;--r-heading1-size: 2.5em;--r-heading2-size: 1.6em;--r-heading3-size: 1.3em;--r-heading4-size: 1em;--r-code-font: SFMono-Regular, Menlo, Monaco, Consolas, Liberation Mono, Courier New, monospace;--r-link-color: #42affa;--r-link-color-dark: #068de9;--r-link-color-hover: #74c4fb;--r-selection-background-color: #bee4fd;--r-selection-color: #191919;--r-overlay-element-bg-color: 240, 240, 240;--r-overlay-element-fg-color: 0, 0, 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auto;padding:5px;font-style:italic;background:rgba(255,255,255,.05);box-shadow:0px 0px 2px rgba(0,0,0,.2)}.reveal blockquote p:first-child,.reveal blockquote p:last-child{display:inline-block}.reveal q{font-style:italic}.reveal pre{display:block;position:relative;width:90%;margin:var(--r-block-margin) auto;text-align:left;font-size:.55em;font-family:var(--r-code-font);line-height:1.2em;word-wrap:break-word;box-shadow:0px 5px 15px rgba(0,0,0,.15)}.reveal code{font-family:var(--r-code-font);text-transform:none;tab-size:2}.reveal pre code{display:block;padding:5px;overflow:auto;max-height:400px;word-wrap:normal}.reveal .code-wrapper{white-space:normal}.reveal .code-wrapper code{white-space:pre}.reveal table{margin:auto;border-collapse:collapse;border-spacing:0}.reveal table th{font-weight:bold}.reveal table th,.reveal table td{text-align:left;padding:.2em .5em .2em .5em;border-bottom:1px solid}.reveal table th[align=center],.reveal table td[align=center]{text-align:center}.reveal table th[align=right],.reveal table td[align=right]{text-align:right}.reveal table tbody tr:last-child th,.reveal table tbody tr:last-child td{border-bottom:none}.reveal sup{vertical-align:super;font-size:smaller}.reveal sub{vertical-align:sub;font-size:smaller}.reveal small{display:inline-block;font-size:.6em;line-height:1.2em;vertical-align:top}.reveal small *{vertical-align:top}.reveal img{margin:var(--r-block-margin) 0}.reveal a{color:var(--r-link-color);text-decoration:none;transition:color .15s ease}.reveal a:hover{color:var(--r-link-color-hover);text-shadow:none;border:none}.reveal .roll span:after{color:#fff;background:var(--r-link-color-dark)}.reveal .r-frame{border:4px solid var(--r-main-color);box-shadow:0 0 10px rgba(0,0,0,.15)}.reveal a .r-frame{transition:all .15s linear}.reveal a:hover .r-frame{border-color:var(--r-link-color);box-shadow:0 0 20px rgba(0,0,0,.55)}.reveal .controls{color:var(--r-link-color)}.reveal .progress{background:rgba(0,0,0,.2);color:var(--r-link-color)}@media print{.backgrounds{background-color:var(--r-background-color)}}.top-right{position:absolute;top:1em;right:1em}.visually-hidden{border:0;clip:rect(0 0 0 0);height:auto;margin:0;overflow:hidden;padding:0;position:absolute;width:1px;white-space:nowrap}.hidden{display:none !important}.zindex-bottom{z-index:-1 !important}figure.figure{display:block}.quarto-layout-panel{margin-bottom:1em}.quarto-layout-panel>figure{width:100%}.quarto-layout-panel>figure>figcaption,.quarto-layout-panel>.panel-caption{margin-top:10pt}.quarto-layout-panel>.table-caption{margin-top:0px}.table-caption p{margin-bottom:.5em}.quarto-layout-row{display:flex;flex-direction:row;align-items:flex-start}.quarto-layout-valign-top{align-items:flex-start}.quarto-layout-valign-bottom{align-items:flex-end}.quarto-layout-valign-center{align-items:center}.quarto-layout-cell{position:relative;margin-right:20px}.quarto-layout-cell:last-child{margin-right:0}.quarto-layout-cell figure,.quarto-layout-cell>p{margin:.2em}.quarto-layout-cell img{max-width:100%}.quarto-layout-cell .html-widget{width:100% !important}.quarto-layout-cell div figure p{margin:0}.quarto-layout-cell figure{display:block;margin-inline-start:0;margin-inline-end:0}.quarto-layout-cell table{display:inline-table}.quarto-layout-cell-subref figcaption,figure .quarto-layout-row figure 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t="[A-Za-zА-Яа-яёЁ_!][A-Za-zА-Яа-яёЁ_0-9]*",a={className:"number",begin:e.NUMBER_RE,relevance:0},n={className:"string",variants:[{begin:'"',end:'"'},{begin:"'",end:"'"}]},i={className:"doctag",begin:"\\b(?:TODO|DONE|BEGIN|END|STUB|CHG|FIXME|NOTE|BUG|XXX)\\b",relevance:0},r={variants:[{className:"comment",begin:"//",end:"$",relevance:0,contains:[e.PHRASAL_WORDS_MODE,i]},{className:"comment",begin:"/\\*",end:"\\*/",relevance:0,contains:[e.PHRASAL_WORDS_MODE,i]}]},o={$pattern:t,keyword:"and и else иначе endexcept endfinally endforeach конецвсе endif конецесли endwhile конецпока except exitfor finally foreach все if если in в not не or или try while пока ",built_in:"SYSRES_CONST_ACCES_RIGHT_TYPE_EDIT SYSRES_CONST_ACCES_RIGHT_TYPE_FULL SYSRES_CONST_ACCES_RIGHT_TYPE_VIEW SYSRES_CONST_ACCESS_MODE_REQUISITE_CODE SYSRES_CONST_ACCESS_NO_ACCESS_VIEW SYSRES_CONST_ACCESS_NO_ACCESS_VIEW_CODE SYSRES_CONST_ACCESS_RIGHTS_ADD_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_ADD_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_CHANGE_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_CHANGE_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_DELETE_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_DELETE_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_EXECUTE_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_EXECUTE_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_NO_ACCESS_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_NO_ACCESS_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_RATIFY_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_RATIFY_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_VIEW SYSRES_CONST_ACCESS_RIGHTS_VIEW_CODE SYSRES_CONST_ACCESS_RIGHTS_VIEW_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_VIEW_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_TYPE_CHANGE SYSRES_CONST_ACCESS_TYPE_CHANGE_CODE SYSRES_CONST_ACCESS_TYPE_EXISTS SYSRES_CONST_ACCESS_TYPE_EXISTS_CODE SYSRES_CONST_ACCESS_TYPE_FULL SYSRES_CONST_ACCESS_TYPE_FULL_CODE SYSRES_CONST_ACCESS_TYPE_VIEW SYSRES_CONST_ACCESS_TYPE_VIEW_CODE SYSRES_CONST_ACTION_TYPE_ABORT SYSRES_CONST_ACTION_TYPE_ACCEPT SYSRES_CONST_ACTION_TYPE_ACCESS_RIGHTS SYSRES_CONST_ACTION_TYPE_ADD_ATTACHMENT SYSRES_CONST_ACTION_TYPE_CHANGE_CARD SYSRES_CONST_ACTION_TYPE_CHANGE_KIND SYSRES_CONST_ACTION_TYPE_CHANGE_STORAGE SYSRES_CONST_ACTION_TYPE_CONTINUE SYSRES_CONST_ACTION_TYPE_COPY SYSRES_CONST_ACTION_TYPE_CREATE SYSRES_CONST_ACTION_TYPE_CREATE_VERSION SYSRES_CONST_ACTION_TYPE_DELETE SYSRES_CONST_ACTION_TYPE_DELETE_ATTACHMENT SYSRES_CONST_ACTION_TYPE_DELETE_VERSION SYSRES_CONST_ACTION_TYPE_DISABLE_DELEGATE_ACCESS_RIGHTS SYSRES_CONST_ACTION_TYPE_ENABLE_DELEGATE_ACCESS_RIGHTS SYSRES_CONST_ACTION_TYPE_ENCRYPTION_BY_CERTIFICATE SYSRES_CONST_ACTION_TYPE_ENCRYPTION_BY_CERTIFICATE_AND_PASSWORD SYSRES_CONST_ACTION_TYPE_ENCRYPTION_BY_PASSWORD SYSRES_CONST_ACTION_TYPE_EXPORT_WITH_LOCK SYSRES_CONST_ACTION_TYPE_EXPORT_WITHOUT_LOCK SYSRES_CONST_ACTION_TYPE_IMPORT_WITH_UNLOCK SYSRES_CONST_ACTION_TYPE_IMPORT_WITHOUT_UNLOCK SYSRES_CONST_ACTION_TYPE_LIFE_CYCLE_STAGE SYSRES_CONST_ACTION_TYPE_LOCK SYSRES_CONST_ACTION_TYPE_LOCK_FOR_SERVER SYSRES_CONST_ACTION_TYPE_LOCK_MODIFY SYSRES_CONST_ACTION_TYPE_MARK_AS_READED SYSRES_CONST_ACTION_TYPE_MARK_AS_UNREADED SYSRES_CONST_ACTION_TYPE_MODIFY SYSRES_CONST_ACTION_TYPE_MODIFY_CARD SYSRES_CONST_ACTION_TYPE_MOVE_TO_ARCHIVE SYSRES_CONST_ACTION_TYPE_OFF_ENCRYPTION SYSRES_CONST_ACTION_TYPE_PASSWORD_CHANGE SYSRES_CONST_ACTION_TYPE_PERFORM SYSRES_CONST_ACTION_TYPE_RECOVER_FROM_LOCAL_COPY SYSRES_CONST_ACTION_TYPE_RESTART SYSRES_CONST_ACTION_TYPE_RESTORE_FROM_ARCHIVE SYSRES_CONST_ACTION_TYPE_REVISION SYSRES_CONST_ACTION_TYPE_SEND_BY_MAIL SYSRES_CONST_ACTION_TYPE_SIGN SYSRES_CONST_ACTION_TYPE_START SYSRES_CONST_ACTION_TYPE_UNLOCK SYSRES_CONST_ACTION_TYPE_UNLOCK_FROM_SERVER SYSRES_CONST_ACTION_TYPE_VERSION_STATE SYSRES_CONST_ACTION_TYPE_VERSION_VISIBILITY SYSRES_CONST_ACTION_TYPE_VIEW SYSRES_CONST_ACTION_TYPE_VIEW_SHADOW_COPY SYSRES_CONST_ACTION_TYPE_WORKFLOW_DESCRIPTION_MODIFY SYSRES_CONST_ACTION_TYPE_WRITE_HISTORY SYSRES_CONST_ACTIVE_VERSION_STATE_PICK_VALUE SYSRES_CONST_ADD_REFERENCE_MODE_NAME SYSRES_CONST_ADDITION_REQUISITE_CODE SYSRES_CONST_ADDITIONAL_PARAMS_REQUISITE_CODE SYSRES_CONST_ADITIONAL_JOB_END_DATE_REQUISITE_NAME SYSRES_CONST_ADITIONAL_JOB_READ_REQUISITE_NAME SYSRES_CONST_ADITIONAL_JOB_START_DATE_REQUISITE_NAME SYSRES_CONST_ADITIONAL_JOB_STATE_REQUISITE_NAME SYSRES_CONST_ADMINISTRATION_HISTORY_ADDING_USER_TO_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_ADDING_USER_TO_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_COMP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_COMP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_USER_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_USER_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_DATABASE_USER_CREATION SYSRES_CONST_ADMINISTRATION_HISTORY_DATABASE_USER_CREATION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DATABASE_USER_DELETION SYSRES_CONST_ADMINISTRATION_HISTORY_DATABASE_USER_DELETION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_COMP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_COMP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_USER_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_USER_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_USER_FROM_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_USER_FROM_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_FILTERER_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_FILTERER_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_FILTERER_RESTRICTION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_FILTERER_RESTRICTION_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_PRIVILEGE_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_PRIVILEGE_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_RIGHTS_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_RIGHTS_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_IS_MAIN_SERVER_CHANGED_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_IS_MAIN_SERVER_CHANGED_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_IS_PUBLIC_CHANGED_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_IS_PUBLIC_CHANGED_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_FILTERER_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_FILTERER_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_FILTERER_RESTRICTION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_FILTERER_RESTRICTION_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_PRIVILEGE_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_PRIVILEGE_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_RIGHTS_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_RIGHTS_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_SERVER_LOGIN_CREATION SYSRES_CONST_ADMINISTRATION_HISTORY_SERVER_LOGIN_CREATION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_SERVER_LOGIN_DELETION SYSRES_CONST_ADMINISTRATION_HISTORY_SERVER_LOGIN_DELETION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_CATEGORY_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_CATEGORY_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_COMP_TITLE_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_COMP_TITLE_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_FULL_NAME_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_FULL_NAME_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_PARENT_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_PARENT_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_AUTH_TYPE_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_AUTH_TYPE_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_LOGIN_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_LOGIN_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_STATUS_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_STATUS_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_USER_PASSWORD_CHANGE SYSRES_CONST_ADMINISTRATION_HISTORY_USER_PASSWORD_CHANGE_ACTION SYSRES_CONST_ALL_ACCEPT_CONDITION_RUS SYSRES_CONST_ALL_USERS_GROUP SYSRES_CONST_ALL_USERS_GROUP_NAME SYSRES_CONST_ALL_USERS_SERVER_GROUP_NAME SYSRES_CONST_ALLOWED_ACCESS_TYPE_CODE SYSRES_CONST_ALLOWED_ACCESS_TYPE_NAME SYSRES_CONST_APP_VIEWER_TYPE_REQUISITE_CODE SYSRES_CONST_APPROVING_SIGNATURE_NAME SYSRES_CONST_APPROVING_SIGNATURE_REQUISITE_CODE SYSRES_CONST_ASSISTANT_SUBSTITUE_TYPE SYSRES_CONST_ASSISTANT_SUBSTITUE_TYPE_CODE SYSRES_CONST_ATTACH_TYPE_COMPONENT_TOKEN SYSRES_CONST_ATTACH_TYPE_DOC SYSRES_CONST_ATTACH_TYPE_EDOC SYSRES_CONST_ATTACH_TYPE_FOLDER SYSRES_CONST_ATTACH_TYPE_JOB SYSRES_CONST_ATTACH_TYPE_REFERENCE SYSRES_CONST_ATTACH_TYPE_TASK SYSRES_CONST_AUTH_ENCODED_PASSWORD SYSRES_CONST_AUTH_ENCODED_PASSWORD_CODE SYSRES_CONST_AUTH_NOVELL SYSRES_CONST_AUTH_PASSWORD SYSRES_CONST_AUTH_PASSWORD_CODE SYSRES_CONST_AUTH_WINDOWS SYSRES_CONST_AUTHENTICATING_SIGNATURE_NAME SYSRES_CONST_AUTHENTICATING_SIGNATURE_REQUISITE_CODE SYSRES_CONST_AUTO_ENUM_METHOD_FLAG SYSRES_CONST_AUTO_NUMERATION_CODE SYSRES_CONST_AUTO_STRONG_ENUM_METHOD_FLAG SYSRES_CONST_AUTOTEXT_NAME_REQUISITE_CODE SYSRES_CONST_AUTOTEXT_TEXT_REQUISITE_CODE SYSRES_CONST_AUTOTEXT_USAGE_ALL SYSRES_CONST_AUTOTEXT_USAGE_ALL_CODE SYSRES_CONST_AUTOTEXT_USAGE_SIGN SYSRES_CONST_AUTOTEXT_USAGE_SIGN_CODE SYSRES_CONST_AUTOTEXT_USAGE_WORK SYSRES_CONST_AUTOTEXT_USAGE_WORK_CODE SYSRES_CONST_AUTOTEXT_USE_ANYWHERE_CODE SYSRES_CONST_AUTOTEXT_USE_ON_SIGNING_CODE SYSRES_CONST_AUTOTEXT_USE_ON_WORK_CODE SYSRES_CONST_BEGIN_DATE_REQUISITE_CODE SYSRES_CONST_BLACK_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_BLUE_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_BTN_PART SYSRES_CONST_CALCULATED_ROLE_TYPE_CODE SYSRES_CONST_CALL_TYPE_VARIABLE_BUTTON_VALUE SYSRES_CONST_CALL_TYPE_VARIABLE_PROGRAM_VALUE SYSRES_CONST_CANCEL_MESSAGE_FUNCTION_RESULT SYSRES_CONST_CARD_PART SYSRES_CONST_CARD_REFERENCE_MODE_NAME SYSRES_CONST_CERTIFICATE_TYPE_REQUISITE_ENCRYPT_VALUE SYSRES_CONST_CERTIFICATE_TYPE_REQUISITE_SIGN_AND_ENCRYPT_VALUE SYSRES_CONST_CERTIFICATE_TYPE_REQUISITE_SIGN_VALUE SYSRES_CONST_CHECK_PARAM_VALUE_DATE_PARAM_TYPE SYSRES_CONST_CHECK_PARAM_VALUE_FLOAT_PARAM_TYPE SYSRES_CONST_CHECK_PARAM_VALUE_INTEGER_PARAM_TYPE SYSRES_CONST_CHECK_PARAM_VALUE_PICK_PARAM_TYPE SYSRES_CONST_CHECK_PARAM_VALUE_REEFRENCE_PARAM_TYPE SYSRES_CONST_CLOSED_RECORD_FLAG_VALUE_FEMININE SYSRES_CONST_CLOSED_RECORD_FLAG_VALUE_MASCULINE SYSRES_CONST_CODE_COMPONENT_TYPE_ADMIN SYSRES_CONST_CODE_COMPONENT_TYPE_DEVELOPER SYSRES_CONST_CODE_COMPONENT_TYPE_DOCS SYSRES_CONST_CODE_COMPONENT_TYPE_EDOC_CARDS SYSRES_CONST_CODE_COMPONENT_TYPE_EXTERNAL_EXECUTABLE SYSRES_CONST_CODE_COMPONENT_TYPE_OTHER SYSRES_CONST_CODE_COMPONENT_TYPE_REFERENCE SYSRES_CONST_CODE_COMPONENT_TYPE_REPORT SYSRES_CONST_CODE_COMPONENT_TYPE_SCRIPT SYSRES_CONST_CODE_COMPONENT_TYPE_URL SYSRES_CONST_CODE_REQUISITE_ACCESS SYSRES_CONST_CODE_REQUISITE_CODE SYSRES_CONST_CODE_REQUISITE_COMPONENT SYSRES_CONST_CODE_REQUISITE_DESCRIPTION SYSRES_CONST_CODE_REQUISITE_EXCLUDE_COMPONENT SYSRES_CONST_CODE_REQUISITE_RECORD SYSRES_CONST_COMMENT_REQ_CODE SYSRES_CONST_COMMON_SETTINGS_REQUISITE_CODE SYSRES_CONST_COMP_CODE_GRD SYSRES_CONST_COMPONENT_GROUP_TYPE_REQUISITE_CODE SYSRES_CONST_COMPONENT_TYPE_ADMIN_COMPONENTS SYSRES_CONST_COMPONENT_TYPE_DEVELOPER_COMPONENTS SYSRES_CONST_COMPONENT_TYPE_DOCS SYSRES_CONST_COMPONENT_TYPE_EDOC_CARDS SYSRES_CONST_COMPONENT_TYPE_EDOCS SYSRES_CONST_COMPONENT_TYPE_EXTERNAL_EXECUTABLE SYSRES_CONST_COMPONENT_TYPE_OTHER SYSRES_CONST_COMPONENT_TYPE_REFERENCE_TYPES SYSRES_CONST_COMPONENT_TYPE_REFERENCES SYSRES_CONST_COMPONENT_TYPE_REPORTS SYSRES_CONST_COMPONENT_TYPE_SCRIPTS SYSRES_CONST_COMPONENT_TYPE_URL SYSRES_CONST_COMPONENTS_REMOTE_SERVERS_VIEW_CODE SYSRES_CONST_CONDITION_BLOCK_DESCRIPTION SYSRES_CONST_CONST_FIRM_STATUS_COMMON SYSRES_CONST_CONST_FIRM_STATUS_INDIVIDUAL SYSRES_CONST_CONST_NEGATIVE_VALUE SYSRES_CONST_CONST_POSITIVE_VALUE SYSRES_CONST_CONST_SERVER_STATUS_DONT_REPLICATE SYSRES_CONST_CONST_SERVER_STATUS_REPLICATE SYSRES_CONST_CONTENTS_REQUISITE_CODE SYSRES_CONST_DATA_TYPE_BOOLEAN SYSRES_CONST_DATA_TYPE_DATE SYSRES_CONST_DATA_TYPE_FLOAT SYSRES_CONST_DATA_TYPE_INTEGER SYSRES_CONST_DATA_TYPE_PICK SYSRES_CONST_DATA_TYPE_REFERENCE SYSRES_CONST_DATA_TYPE_STRING SYSRES_CONST_DATA_TYPE_TEXT SYSRES_CONST_DATA_TYPE_VARIANT SYSRES_CONST_DATE_CLOSE_REQ_CODE SYSRES_CONST_DATE_FORMAT_DATE_ONLY_CHAR SYSRES_CONST_DATE_OPEN_REQ_CODE SYSRES_CONST_DATE_REQUISITE SYSRES_CONST_DATE_REQUISITE_CODE SYSRES_CONST_DATE_REQUISITE_NAME SYSRES_CONST_DATE_REQUISITE_TYPE SYSRES_CONST_DATE_TYPE_CHAR SYSRES_CONST_DATETIME_FORMAT_VALUE SYSRES_CONST_DEA_ACCESS_RIGHTS_ACTION_CODE SYSRES_CONST_DESCRIPTION_LOCALIZE_ID_REQUISITE_CODE SYSRES_CONST_DESCRIPTION_REQUISITE_CODE SYSRES_CONST_DET1_PART SYSRES_CONST_DET2_PART SYSRES_CONST_DET3_PART SYSRES_CONST_DET4_PART SYSRES_CONST_DET5_PART SYSRES_CONST_DET6_PART SYSRES_CONST_DETAIL_DATASET_KEY_REQUISITE_CODE SYSRES_CONST_DETAIL_PICK_REQUISITE_CODE SYSRES_CONST_DETAIL_REQ_CODE SYSRES_CONST_DO_NOT_USE_ACCESS_TYPE_CODE SYSRES_CONST_DO_NOT_USE_ACCESS_TYPE_NAME SYSRES_CONST_DO_NOT_USE_ON_VIEW_ACCESS_TYPE_CODE SYSRES_CONST_DO_NOT_USE_ON_VIEW_ACCESS_TYPE_NAME SYSRES_CONST_DOCUMENT_STORAGES_CODE SYSRES_CONST_DOCUMENT_TEMPLATES_TYPE_NAME SYSRES_CONST_DOUBLE_REQUISITE_CODE SYSRES_CONST_EDITOR_CLOSE_FILE_OBSERV_TYPE_CODE SYSRES_CONST_EDITOR_CLOSE_PROCESS_OBSERV_TYPE_CODE SYSRES_CONST_EDITOR_TYPE_REQUISITE_CODE SYSRES_CONST_EDITORS_APPLICATION_NAME_REQUISITE_CODE SYSRES_CONST_EDITORS_CREATE_SEVERAL_PROCESSES_REQUISITE_CODE SYSRES_CONST_EDITORS_EXTENSION_REQUISITE_CODE SYSRES_CONST_EDITORS_OBSERVER_BY_PROCESS_TYPE SYSRES_CONST_EDITORS_REFERENCE_CODE SYSRES_CONST_EDITORS_REPLACE_SPEC_CHARS_REQUISITE_CODE SYSRES_CONST_EDITORS_USE_PLUGINS_REQUISITE_CODE SYSRES_CONST_EDITORS_VIEW_DOCUMENT_OPENED_TO_EDIT_CODE SYSRES_CONST_EDOC_CARD_TYPE_REQUISITE_CODE SYSRES_CONST_EDOC_CARD_TYPES_LINK_REQUISITE_CODE SYSRES_CONST_EDOC_CERTIFICATE_AND_PASSWORD_ENCODE_CODE SYSRES_CONST_EDOC_CERTIFICATE_ENCODE_CODE SYSRES_CONST_EDOC_DATE_REQUISITE_CODE SYSRES_CONST_EDOC_KIND_REFERENCE_CODE SYSRES_CONST_EDOC_KINDS_BY_TEMPLATE_ACTION_CODE SYSRES_CONST_EDOC_MANAGE_ACCESS_CODE SYSRES_CONST_EDOC_NONE_ENCODE_CODE SYSRES_CONST_EDOC_NUMBER_REQUISITE_CODE SYSRES_CONST_EDOC_PASSWORD_ENCODE_CODE SYSRES_CONST_EDOC_READONLY_ACCESS_CODE SYSRES_CONST_EDOC_SHELL_LIFE_TYPE_VIEW_VALUE SYSRES_CONST_EDOC_SIZE_RESTRICTION_PRIORITY_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_CHECK_ACCESS_RIGHTS_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_COMPUTER_NAME_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_DATABASE_NAME_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_EDIT_IN_STORAGE_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_LOCAL_PATH_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_SHARED_SOURCE_NAME_REQUISITE_CODE SYSRES_CONST_EDOC_TEMPLATE_REQUISITE_CODE SYSRES_CONST_EDOC_TYPES_REFERENCE_CODE SYSRES_CONST_EDOC_VERSION_ACTIVE_STAGE_CODE SYSRES_CONST_EDOC_VERSION_DESIGN_STAGE_CODE SYSRES_CONST_EDOC_VERSION_OBSOLETE_STAGE_CODE SYSRES_CONST_EDOC_WRITE_ACCES_CODE SYSRES_CONST_EDOCUMENT_CARD_REQUISITES_REFERENCE_CODE_SELECTED_REQUISITE SYSRES_CONST_ENCODE_CERTIFICATE_TYPE_CODE SYSRES_CONST_END_DATE_REQUISITE_CODE SYSRES_CONST_ENUMERATION_TYPE_REQUISITE_CODE SYSRES_CONST_EXECUTE_ACCESS_RIGHTS_TYPE_CODE SYSRES_CONST_EXECUTIVE_FILE_STORAGE_TYPE SYSRES_CONST_EXIST_CONST SYSRES_CONST_EXIST_VALUE SYSRES_CONST_EXPORT_LOCK_TYPE_ASK SYSRES_CONST_EXPORT_LOCK_TYPE_WITH_LOCK SYSRES_CONST_EXPORT_LOCK_TYPE_WITHOUT_LOCK SYSRES_CONST_EXPORT_VERSION_TYPE_ASK SYSRES_CONST_EXPORT_VERSION_TYPE_LAST SYSRES_CONST_EXPORT_VERSION_TYPE_LAST_ACTIVE SYSRES_CONST_EXTENSION_REQUISITE_CODE SYSRES_CONST_FILTER_NAME_REQUISITE_CODE SYSRES_CONST_FILTER_REQUISITE_CODE SYSRES_CONST_FILTER_TYPE_COMMON_CODE SYSRES_CONST_FILTER_TYPE_COMMON_NAME SYSRES_CONST_FILTER_TYPE_USER_CODE SYSRES_CONST_FILTER_TYPE_USER_NAME SYSRES_CONST_FILTER_VALUE_REQUISITE_NAME SYSRES_CONST_FLOAT_NUMBER_FORMAT_CHAR SYSRES_CONST_FLOAT_REQUISITE_TYPE SYSRES_CONST_FOLDER_AUTHOR_VALUE SYSRES_CONST_FOLDER_KIND_ANY_OBJECTS SYSRES_CONST_FOLDER_KIND_COMPONENTS SYSRES_CONST_FOLDER_KIND_EDOCS SYSRES_CONST_FOLDER_KIND_JOBS SYSRES_CONST_FOLDER_KIND_TASKS SYSRES_CONST_FOLDER_TYPE_COMMON SYSRES_CONST_FOLDER_TYPE_COMPONENT SYSRES_CONST_FOLDER_TYPE_FAVORITES SYSRES_CONST_FOLDER_TYPE_INBOX SYSRES_CONST_FOLDER_TYPE_OUTBOX SYSRES_CONST_FOLDER_TYPE_QUICK_LAUNCH SYSRES_CONST_FOLDER_TYPE_SEARCH SYSRES_CONST_FOLDER_TYPE_SHORTCUTS SYSRES_CONST_FOLDER_TYPE_USER SYSRES_CONST_FROM_DICTIONARY_ENUM_METHOD_FLAG SYSRES_CONST_FULL_SUBSTITUTE_TYPE SYSRES_CONST_FULL_SUBSTITUTE_TYPE_CODE SYSRES_CONST_FUNCTION_CANCEL_RESULT SYSRES_CONST_FUNCTION_CATEGORY_SYSTEM SYSRES_CONST_FUNCTION_CATEGORY_USER SYSRES_CONST_FUNCTION_FAILURE_RESULT SYSRES_CONST_FUNCTION_SAVE_RESULT SYSRES_CONST_GENERATED_REQUISITE SYSRES_CONST_GREEN_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_GROUP_ACCOUNT_TYPE_VALUE_CODE SYSRES_CONST_GROUP_CATEGORY_NORMAL_CODE SYSRES_CONST_GROUP_CATEGORY_NORMAL_NAME SYSRES_CONST_GROUP_CATEGORY_SERVICE_CODE SYSRES_CONST_GROUP_CATEGORY_SERVICE_NAME SYSRES_CONST_GROUP_COMMON_CATEGORY_FIELD_VALUE SYSRES_CONST_GROUP_FULL_NAME_REQUISITE_CODE SYSRES_CONST_GROUP_NAME_REQUISITE_CODE SYSRES_CONST_GROUP_RIGHTS_T_REQUISITE_CODE SYSRES_CONST_GROUP_SERVER_CODES_REQUISITE_CODE SYSRES_CONST_GROUP_SERVER_NAME_REQUISITE_CODE SYSRES_CONST_GROUP_SERVICE_CATEGORY_FIELD_VALUE SYSRES_CONST_GROUP_USER_REQUISITE_CODE SYSRES_CONST_GROUPS_REFERENCE_CODE SYSRES_CONST_GROUPS_REQUISITE_CODE SYSRES_CONST_HIDDEN_MODE_NAME SYSRES_CONST_HIGH_LVL_REQUISITE_CODE SYSRES_CONST_HISTORY_ACTION_CREATE_CODE SYSRES_CONST_HISTORY_ACTION_DELETE_CODE SYSRES_CONST_HISTORY_ACTION_EDIT_CODE SYSRES_CONST_HOUR_CHAR SYSRES_CONST_ID_REQUISITE_CODE SYSRES_CONST_IDSPS_REQUISITE_CODE SYSRES_CONST_IMAGE_MODE_COLOR SYSRES_CONST_IMAGE_MODE_GREYSCALE SYSRES_CONST_IMAGE_MODE_MONOCHROME SYSRES_CONST_IMPORTANCE_HIGH SYSRES_CONST_IMPORTANCE_LOW SYSRES_CONST_IMPORTANCE_NORMAL SYSRES_CONST_IN_DESIGN_VERSION_STATE_PICK_VALUE SYSRES_CONST_INCOMING_WORK_RULE_TYPE_CODE SYSRES_CONST_INT_REQUISITE SYSRES_CONST_INT_REQUISITE_TYPE SYSRES_CONST_INTEGER_NUMBER_FORMAT_CHAR SYSRES_CONST_INTEGER_TYPE_CHAR SYSRES_CONST_IS_GENERATED_REQUISITE_NEGATIVE_VALUE SYSRES_CONST_IS_PUBLIC_ROLE_REQUISITE_CODE SYSRES_CONST_IS_REMOTE_USER_NEGATIVE_VALUE SYSRES_CONST_IS_REMOTE_USER_POSITIVE_VALUE SYSRES_CONST_IS_STORED_REQUISITE_NEGATIVE_VALUE SYSRES_CONST_IS_STORED_REQUISITE_STORED_VALUE SYSRES_CONST_ITALIC_LIFE_CYCLE_STAGE_DRAW_STYLE SYSRES_CONST_JOB_BLOCK_DESCRIPTION SYSRES_CONST_JOB_KIND_CONTROL_JOB SYSRES_CONST_JOB_KIND_JOB SYSRES_CONST_JOB_KIND_NOTICE SYSRES_CONST_JOB_STATE_ABORTED SYSRES_CONST_JOB_STATE_COMPLETE SYSRES_CONST_JOB_STATE_WORKING SYSRES_CONST_KIND_REQUISITE_CODE SYSRES_CONST_KIND_REQUISITE_NAME SYSRES_CONST_KINDS_CREATE_SHADOW_COPIES_REQUISITE_CODE SYSRES_CONST_KINDS_DEFAULT_EDOC_LIFE_STAGE_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_ALL_TEPLATES_ALLOWED_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_ALLOW_LIFE_CYCLE_STAGE_CHANGING_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_ALLOW_MULTIPLE_ACTIVE_VERSIONS_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_SHARE_ACCES_RIGHTS_BY_DEFAULT_CODE SYSRES_CONST_KINDS_EDOC_TEMPLATE_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_TYPE_REQUISITE_CODE SYSRES_CONST_KINDS_SIGNERS_REQUISITES_CODE SYSRES_CONST_KOD_INPUT_TYPE SYSRES_CONST_LAST_UPDATE_DATE_REQUISITE_CODE SYSRES_CONST_LIFE_CYCLE_START_STAGE_REQUISITE_CODE SYSRES_CONST_LILAC_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_LINK_OBJECT_KIND_COMPONENT SYSRES_CONST_LINK_OBJECT_KIND_DOCUMENT SYSRES_CONST_LINK_OBJECT_KIND_EDOC SYSRES_CONST_LINK_OBJECT_KIND_FOLDER SYSRES_CONST_LINK_OBJECT_KIND_JOB SYSRES_CONST_LINK_OBJECT_KIND_REFERENCE SYSRES_CONST_LINK_OBJECT_KIND_TASK SYSRES_CONST_LINK_REF_TYPE_REQUISITE_CODE SYSRES_CONST_LIST_REFERENCE_MODE_NAME SYSRES_CONST_LOCALIZATION_DICTIONARY_MAIN_VIEW_CODE SYSRES_CONST_MAIN_VIEW_CODE SYSRES_CONST_MANUAL_ENUM_METHOD_FLAG SYSRES_CONST_MASTER_COMP_TYPE_REQUISITE_CODE SYSRES_CONST_MASTER_TABLE_REC_ID_REQUISITE_CODE SYSRES_CONST_MAXIMIZED_MODE_NAME SYSRES_CONST_ME_VALUE SYSRES_CONST_MESSAGE_ATTENTION_CAPTION SYSRES_CONST_MESSAGE_CONFIRMATION_CAPTION SYSRES_CONST_MESSAGE_ERROR_CAPTION SYSRES_CONST_MESSAGE_INFORMATION_CAPTION SYSRES_CONST_MINIMIZED_MODE_NAME SYSRES_CONST_MINUTE_CHAR SYSRES_CONST_MODULE_REQUISITE_CODE SYSRES_CONST_MONITORING_BLOCK_DESCRIPTION SYSRES_CONST_MONTH_FORMAT_VALUE SYSRES_CONST_NAME_LOCALIZE_ID_REQUISITE_CODE SYSRES_CONST_NAME_REQUISITE_CODE SYSRES_CONST_NAME_SINGULAR_REQUISITE_CODE SYSRES_CONST_NAMEAN_INPUT_TYPE SYSRES_CONST_NEGATIVE_PICK_VALUE SYSRES_CONST_NEGATIVE_VALUE SYSRES_CONST_NO SYSRES_CONST_NO_PICK_VALUE SYSRES_CONST_NO_SIGNATURE_REQUISITE_CODE SYSRES_CONST_NO_VALUE SYSRES_CONST_NONE_ACCESS_RIGHTS_TYPE_CODE SYSRES_CONST_NONOPERATING_RECORD_FLAG_VALUE SYSRES_CONST_NONOPERATING_RECORD_FLAG_VALUE_MASCULINE SYSRES_CONST_NORMAL_ACCESS_RIGHTS_TYPE_CODE SYSRES_CONST_NORMAL_LIFE_CYCLE_STAGE_DRAW_STYLE SYSRES_CONST_NORMAL_MODE_NAME SYSRES_CONST_NOT_ALLOWED_ACCESS_TYPE_CODE SYSRES_CONST_NOT_ALLOWED_ACCESS_TYPE_NAME SYSRES_CONST_NOTE_REQUISITE_CODE SYSRES_CONST_NOTICE_BLOCK_DESCRIPTION SYSRES_CONST_NUM_REQUISITE SYSRES_CONST_NUM_STR_REQUISITE_CODE SYSRES_CONST_NUMERATION_AUTO_NOT_STRONG SYSRES_CONST_NUMERATION_AUTO_STRONG SYSRES_CONST_NUMERATION_FROM_DICTONARY SYSRES_CONST_NUMERATION_MANUAL SYSRES_CONST_NUMERIC_TYPE_CHAR SYSRES_CONST_NUMREQ_REQUISITE_CODE SYSRES_CONST_OBSOLETE_VERSION_STATE_PICK_VALUE SYSRES_CONST_OPERATING_RECORD_FLAG_VALUE SYSRES_CONST_OPERATING_RECORD_FLAG_VALUE_CODE SYSRES_CONST_OPERATING_RECORD_FLAG_VALUE_FEMININE SYSRES_CONST_OPERATING_RECORD_FLAG_VALUE_MASCULINE SYSRES_CONST_OPTIONAL_FORM_COMP_REQCODE_PREFIX SYSRES_CONST_ORANGE_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_ORIGINALREF_REQUISITE_CODE SYSRES_CONST_OURFIRM_REF_CODE SYSRES_CONST_OURFIRM_REQUISITE_CODE SYSRES_CONST_OURFIRM_VAR SYSRES_CONST_OUTGOING_WORK_RULE_TYPE_CODE SYSRES_CONST_PICK_NEGATIVE_RESULT SYSRES_CONST_PICK_POSITIVE_RESULT SYSRES_CONST_PICK_REQUISITE SYSRES_CONST_PICK_REQUISITE_TYPE SYSRES_CONST_PICK_TYPE_CHAR SYSRES_CONST_PLAN_STATUS_REQUISITE_CODE SYSRES_CONST_PLATFORM_VERSION_COMMENT SYSRES_CONST_PLUGINS_SETTINGS_DESCRIPTION_REQUISITE_CODE SYSRES_CONST_POSITIVE_PICK_VALUE SYSRES_CONST_POWER_TO_CREATE_ACTION_CODE SYSRES_CONST_POWER_TO_SIGN_ACTION_CODE SYSRES_CONST_PRIORITY_REQUISITE_CODE SYSRES_CONST_QUALIFIED_TASK_TYPE SYSRES_CONST_QUALIFIED_TASK_TYPE_CODE SYSRES_CONST_RECSTAT_REQUISITE_CODE SYSRES_CONST_RED_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_REF_ID_T_REF_TYPE_REQUISITE_CODE SYSRES_CONST_REF_REQUISITE SYSRES_CONST_REF_REQUISITE_TYPE SYSRES_CONST_REF_REQUISITES_REFERENCE_CODE_SELECTED_REQUISITE SYSRES_CONST_REFERENCE_RECORD_HISTORY_CREATE_ACTION_CODE SYSRES_CONST_REFERENCE_RECORD_HISTORY_DELETE_ACTION_CODE SYSRES_CONST_REFERENCE_RECORD_HISTORY_MODIFY_ACTION_CODE SYSRES_CONST_REFERENCE_TYPE_CHAR SYSRES_CONST_REFERENCE_TYPE_REQUISITE_NAME SYSRES_CONST_REFERENCES_ADD_PARAMS_REQUISITE_CODE SYSRES_CONST_REFERENCES_DISPLAY_REQUISITE_REQUISITE_CODE SYSRES_CONST_REMOTE_SERVER_STATUS_WORKING SYSRES_CONST_REMOTE_SERVER_TYPE_MAIN SYSRES_CONST_REMOTE_SERVER_TYPE_SECONDARY SYSRES_CONST_REMOTE_USER_FLAG_VALUE_CODE SYSRES_CONST_REPORT_APP_EDITOR_INTERNAL SYSRES_CONST_REPORT_BASE_REPORT_ID_REQUISITE_CODE SYSRES_CONST_REPORT_BASE_REPORT_REQUISITE_CODE SYSRES_CONST_REPORT_SCRIPT_REQUISITE_CODE SYSRES_CONST_REPORT_TEMPLATE_REQUISITE_CODE SYSRES_CONST_REPORT_VIEWER_CODE_REQUISITE_CODE SYSRES_CONST_REQ_ALLOW_COMPONENT_DEFAULT_VALUE SYSRES_CONST_REQ_ALLOW_RECORD_DEFAULT_VALUE SYSRES_CONST_REQ_ALLOW_SERVER_COMPONENT_DEFAULT_VALUE SYSRES_CONST_REQ_MODE_AVAILABLE_CODE SYSRES_CONST_REQ_MODE_EDIT_CODE SYSRES_CONST_REQ_MODE_HIDDEN_CODE SYSRES_CONST_REQ_MODE_NOT_AVAILABLE_CODE SYSRES_CONST_REQ_MODE_VIEW_CODE SYSRES_CONST_REQ_NUMBER_REQUISITE_CODE SYSRES_CONST_REQ_SECTION_VALUE SYSRES_CONST_REQ_TYPE_VALUE SYSRES_CONST_REQUISITE_FORMAT_BY_UNIT SYSRES_CONST_REQUISITE_FORMAT_DATE_FULL SYSRES_CONST_REQUISITE_FORMAT_DATE_TIME SYSRES_CONST_REQUISITE_FORMAT_LEFT SYSRES_CONST_REQUISITE_FORMAT_RIGHT SYSRES_CONST_REQUISITE_FORMAT_WITHOUT_UNIT SYSRES_CONST_REQUISITE_NUMBER_REQUISITE_CODE SYSRES_CONST_REQUISITE_SECTION_ACTIONS SYSRES_CONST_REQUISITE_SECTION_BUTTON SYSRES_CONST_REQUISITE_SECTION_BUTTONS SYSRES_CONST_REQUISITE_SECTION_CARD SYSRES_CONST_REQUISITE_SECTION_TABLE SYSRES_CONST_REQUISITE_SECTION_TABLE10 SYSRES_CONST_REQUISITE_SECTION_TABLE11 SYSRES_CONST_REQUISITE_SECTION_TABLE12 SYSRES_CONST_REQUISITE_SECTION_TABLE13 SYSRES_CONST_REQUISITE_SECTION_TABLE14 SYSRES_CONST_REQUISITE_SECTION_TABLE15 SYSRES_CONST_REQUISITE_SECTION_TABLE16 SYSRES_CONST_REQUISITE_SECTION_TABLE17 SYSRES_CONST_REQUISITE_SECTION_TABLE18 SYSRES_CONST_REQUISITE_SECTION_TABLE19 SYSRES_CONST_REQUISITE_SECTION_TABLE2 SYSRES_CONST_REQUISITE_SECTION_TABLE20 SYSRES_CONST_REQUISITE_SECTION_TABLE21 SYSRES_CONST_REQUISITE_SECTION_TABLE22 SYSRES_CONST_REQUISITE_SECTION_TABLE23 SYSRES_CONST_REQUISITE_SECTION_TABLE24 SYSRES_CONST_REQUISITE_SECTION_TABLE3 SYSRES_CONST_REQUISITE_SECTION_TABLE4 SYSRES_CONST_REQUISITE_SECTION_TABLE5 SYSRES_CONST_REQUISITE_SECTION_TABLE6 SYSRES_CONST_REQUISITE_SECTION_TABLE7 SYSRES_CONST_REQUISITE_SECTION_TABLE8 SYSRES_CONST_REQUISITE_SECTION_TABLE9 SYSRES_CONST_REQUISITES_PSEUDOREFERENCE_REQUISITE_NUMBER_REQUISITE_CODE SYSRES_CONST_RIGHT_ALIGNMENT_CODE SYSRES_CONST_ROLES_REFERENCE_CODE SYSRES_CONST_ROUTE_STEP_AFTER_RUS SYSRES_CONST_ROUTE_STEP_AND_CONDITION_RUS SYSRES_CONST_ROUTE_STEP_OR_CONDITION_RUS SYSRES_CONST_ROUTE_TYPE_COMPLEX SYSRES_CONST_ROUTE_TYPE_PARALLEL SYSRES_CONST_ROUTE_TYPE_SERIAL SYSRES_CONST_SBDATASETDESC_NEGATIVE_VALUE SYSRES_CONST_SBDATASETDESC_POSITIVE_VALUE SYSRES_CONST_SBVIEWSDESC_POSITIVE_VALUE SYSRES_CONST_SCRIPT_BLOCK_DESCRIPTION SYSRES_CONST_SEARCH_BY_TEXT_REQUISITE_CODE SYSRES_CONST_SEARCHES_COMPONENT_CONTENT SYSRES_CONST_SEARCHES_CRITERIA_ACTION_NAME SYSRES_CONST_SEARCHES_EDOC_CONTENT SYSRES_CONST_SEARCHES_FOLDER_CONTENT SYSRES_CONST_SEARCHES_JOB_CONTENT SYSRES_CONST_SEARCHES_REFERENCE_CODE SYSRES_CONST_SEARCHES_TASK_CONTENT SYSRES_CONST_SECOND_CHAR SYSRES_CONST_SECTION_REQUISITE_ACTIONS_VALUE SYSRES_CONST_SECTION_REQUISITE_CARD_VALUE SYSRES_CONST_SECTION_REQUISITE_CODE SYSRES_CONST_SECTION_REQUISITE_DETAIL_1_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_2_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_3_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_4_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_5_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_6_VALUE SYSRES_CONST_SELECT_REFERENCE_MODE_NAME SYSRES_CONST_SELECT_TYPE_SELECTABLE SYSRES_CONST_SELECT_TYPE_SELECTABLE_ONLY_CHILD SYSRES_CONST_SELECT_TYPE_SELECTABLE_WITH_CHILD SYSRES_CONST_SELECT_TYPE_UNSLECTABLE SYSRES_CONST_SERVER_TYPE_MAIN SYSRES_CONST_SERVICE_USER_CATEGORY_FIELD_VALUE SYSRES_CONST_SETTINGS_USER_REQUISITE_CODE SYSRES_CONST_SIGNATURE_AND_ENCODE_CERTIFICATE_TYPE_CODE SYSRES_CONST_SIGNATURE_CERTIFICATE_TYPE_CODE SYSRES_CONST_SINGULAR_TITLE_REQUISITE_CODE SYSRES_CONST_SQL_SERVER_AUTHENTIFICATION_FLAG_VALUE_CODE SYSRES_CONST_SQL_SERVER_ENCODE_AUTHENTIFICATION_FLAG_VALUE_CODE SYSRES_CONST_STANDART_ROUTE_REFERENCE_CODE SYSRES_CONST_STANDART_ROUTE_REFERENCE_COMMENT_REQUISITE_CODE SYSRES_CONST_STANDART_ROUTES_GROUPS_REFERENCE_CODE SYSRES_CONST_STATE_REQ_NAME SYSRES_CONST_STATE_REQUISITE_ACTIVE_VALUE SYSRES_CONST_STATE_REQUISITE_CLOSED_VALUE SYSRES_CONST_STATE_REQUISITE_CODE SYSRES_CONST_STATIC_ROLE_TYPE_CODE SYSRES_CONST_STATUS_PLAN_DEFAULT_VALUE SYSRES_CONST_STATUS_VALUE_AUTOCLEANING SYSRES_CONST_STATUS_VALUE_BLUE_SQUARE SYSRES_CONST_STATUS_VALUE_COMPLETE SYSRES_CONST_STATUS_VALUE_GREEN_SQUARE SYSRES_CONST_STATUS_VALUE_ORANGE_SQUARE SYSRES_CONST_STATUS_VALUE_PURPLE_SQUARE SYSRES_CONST_STATUS_VALUE_RED_SQUARE SYSRES_CONST_STATUS_VALUE_SUSPEND SYSRES_CONST_STATUS_VALUE_YELLOW_SQUARE SYSRES_CONST_STDROUTE_SHOW_TO_USERS_REQUISITE_CODE SYSRES_CONST_STORAGE_TYPE_FILE SYSRES_CONST_STORAGE_TYPE_SQL_SERVER SYSRES_CONST_STR_REQUISITE SYSRES_CONST_STRIKEOUT_LIFE_CYCLE_STAGE_DRAW_STYLE SYSRES_CONST_STRING_FORMAT_LEFT_ALIGN_CHAR SYSRES_CONST_STRING_FORMAT_RIGHT_ALIGN_CHAR SYSRES_CONST_STRING_REQUISITE_CODE SYSRES_CONST_STRING_REQUISITE_TYPE SYSRES_CONST_STRING_TYPE_CHAR SYSRES_CONST_SUBSTITUTES_PSEUDOREFERENCE_CODE SYSRES_CONST_SUBTASK_BLOCK_DESCRIPTION SYSRES_CONST_SYSTEM_SETTING_CURRENT_USER_PARAM_VALUE SYSRES_CONST_SYSTEM_SETTING_EMPTY_VALUE_PARAM_VALUE SYSRES_CONST_SYSTEM_VERSION_COMMENT SYSRES_CONST_TASK_ACCESS_TYPE_ALL SYSRES_CONST_TASK_ACCESS_TYPE_ALL_MEMBERS SYSRES_CONST_TASK_ACCESS_TYPE_MANUAL SYSRES_CONST_TASK_ENCODE_TYPE_CERTIFICATION SYSRES_CONST_TASK_ENCODE_TYPE_CERTIFICATION_AND_PASSWORD SYSRES_CONST_TASK_ENCODE_TYPE_NONE SYSRES_CONST_TASK_ENCODE_TYPE_PASSWORD SYSRES_CONST_TASK_ROUTE_ALL_CONDITION SYSRES_CONST_TASK_ROUTE_AND_CONDITION SYSRES_CONST_TASK_ROUTE_OR_CONDITION SYSRES_CONST_TASK_STATE_ABORTED SYSRES_CONST_TASK_STATE_COMPLETE SYSRES_CONST_TASK_STATE_CONTINUED SYSRES_CONST_TASK_STATE_CONTROL SYSRES_CONST_TASK_STATE_INIT SYSRES_CONST_TASK_STATE_WORKING SYSRES_CONST_TASK_TITLE SYSRES_CONST_TASK_TYPES_GROUPS_REFERENCE_CODE SYSRES_CONST_TASK_TYPES_REFERENCE_CODE SYSRES_CONST_TEMPLATES_REFERENCE_CODE SYSRES_CONST_TEST_DATE_REQUISITE_NAME SYSRES_CONST_TEST_DEV_DATABASE_NAME SYSRES_CONST_TEST_DEV_SYSTEM_CODE SYSRES_CONST_TEST_EDMS_DATABASE_NAME SYSRES_CONST_TEST_EDMS_MAIN_CODE SYSRES_CONST_TEST_EDMS_MAIN_DB_NAME SYSRES_CONST_TEST_EDMS_SECOND_CODE SYSRES_CONST_TEST_EDMS_SECOND_DB_NAME SYSRES_CONST_TEST_EDMS_SYSTEM_CODE SYSRES_CONST_TEST_NUMERIC_REQUISITE_NAME SYSRES_CONST_TEXT_REQUISITE SYSRES_CONST_TEXT_REQUISITE_CODE SYSRES_CONST_TEXT_REQUISITE_TYPE SYSRES_CONST_TEXT_TYPE_CHAR SYSRES_CONST_TYPE_CODE_REQUISITE_CODE SYSRES_CONST_TYPE_REQUISITE_CODE SYSRES_CONST_UNDEFINED_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_UNITS_SECTION_ID_REQUISITE_CODE SYSRES_CONST_UNITS_SECTION_REQUISITE_CODE SYSRES_CONST_UNOPERATING_RECORD_FLAG_VALUE_CODE SYSRES_CONST_UNSTORED_DATA_REQUISITE_CODE SYSRES_CONST_UNSTORED_DATA_REQUISITE_NAME SYSRES_CONST_USE_ACCESS_TYPE_CODE SYSRES_CONST_USE_ACCESS_TYPE_NAME SYSRES_CONST_USER_ACCOUNT_TYPE_VALUE_CODE SYSRES_CONST_USER_ADDITIONAL_INFORMATION_REQUISITE_CODE SYSRES_CONST_USER_AND_GROUP_ID_FROM_PSEUDOREFERENCE_REQUISITE_CODE SYSRES_CONST_USER_CATEGORY_NORMAL SYSRES_CONST_USER_CERTIFICATE_REQUISITE_CODE SYSRES_CONST_USER_CERTIFICATE_STATE_REQUISITE_CODE SYSRES_CONST_USER_CERTIFICATE_SUBJECT_NAME_REQUISITE_CODE SYSRES_CONST_USER_CERTIFICATE_THUMBPRINT_REQUISITE_CODE SYSRES_CONST_USER_COMMON_CATEGORY SYSRES_CONST_USER_COMMON_CATEGORY_CODE SYSRES_CONST_USER_FULL_NAME_REQUISITE_CODE SYSRES_CONST_USER_GROUP_TYPE_REQUISITE_CODE SYSRES_CONST_USER_LOGIN_REQUISITE_CODE SYSRES_CONST_USER_REMOTE_CONTROLLER_REQUISITE_CODE SYSRES_CONST_USER_REMOTE_SYSTEM_REQUISITE_CODE SYSRES_CONST_USER_RIGHTS_T_REQUISITE_CODE SYSRES_CONST_USER_SERVER_NAME_REQUISITE_CODE SYSRES_CONST_USER_SERVICE_CATEGORY SYSRES_CONST_USER_SERVICE_CATEGORY_CODE SYSRES_CONST_USER_STATUS_ADMINISTRATOR_CODE SYSRES_CONST_USER_STATUS_ADMINISTRATOR_NAME SYSRES_CONST_USER_STATUS_DEVELOPER_CODE SYSRES_CONST_USER_STATUS_DEVELOPER_NAME SYSRES_CONST_USER_STATUS_DISABLED_CODE SYSRES_CONST_USER_STATUS_DISABLED_NAME SYSRES_CONST_USER_STATUS_SYSTEM_DEVELOPER_CODE SYSRES_CONST_USER_STATUS_USER_CODE SYSRES_CONST_USER_STATUS_USER_NAME SYSRES_CONST_USER_STATUS_USER_NAME_DEPRECATED SYSRES_CONST_USER_TYPE_FIELD_VALUE_USER SYSRES_CONST_USER_TYPE_REQUISITE_CODE SYSRES_CONST_USERS_CONTROLLER_REQUISITE_CODE SYSRES_CONST_USERS_IS_MAIN_SERVER_REQUISITE_CODE SYSRES_CONST_USERS_REFERENCE_CODE SYSRES_CONST_USERS_REGISTRATION_CERTIFICATES_ACTION_NAME SYSRES_CONST_USERS_REQUISITE_CODE SYSRES_CONST_USERS_SYSTEM_REQUISITE_CODE SYSRES_CONST_USERS_USER_ACCESS_RIGHTS_TYPR_REQUISITE_CODE SYSRES_CONST_USERS_USER_AUTHENTICATION_REQUISITE_CODE SYSRES_CONST_USERS_USER_COMPONENT_REQUISITE_CODE SYSRES_CONST_USERS_USER_GROUP_REQUISITE_CODE SYSRES_CONST_USERS_VIEW_CERTIFICATES_ACTION_NAME SYSRES_CONST_VIEW_DEFAULT_CODE SYSRES_CONST_VIEW_DEFAULT_NAME SYSRES_CONST_VIEWER_REQUISITE_CODE SYSRES_CONST_WAITING_BLOCK_DESCRIPTION SYSRES_CONST_WIZARD_FORM_LABEL_TEST_STRING  SYSRES_CONST_WIZARD_QUERY_PARAM_HEIGHT_ETALON_STRING SYSRES_CONST_WIZARD_REFERENCE_COMMENT_REQUISITE_CODE SYSRES_CONST_WORK_RULES_DESCRIPTION_REQUISITE_CODE SYSRES_CONST_WORK_TIME_CALENDAR_REFERENCE_CODE SYSRES_CONST_WORK_WORKFLOW_HARD_ROUTE_TYPE_VALUE SYSRES_CONST_WORK_WORKFLOW_HARD_ROUTE_TYPE_VALUE_CODE SYSRES_CONST_WORK_WORKFLOW_HARD_ROUTE_TYPE_VALUE_CODE_RUS SYSRES_CONST_WORK_WORKFLOW_SOFT_ROUTE_TYPE_VALUE_CODE_RUS SYSRES_CONST_WORKFLOW_ROUTE_TYPR_HARD SYSRES_CONST_WORKFLOW_ROUTE_TYPR_SOFT SYSRES_CONST_XML_ENCODING SYSRES_CONST_XREC_STAT_REQUISITE_CODE SYSRES_CONST_XRECID_FIELD_NAME SYSRES_CONST_YES SYSRES_CONST_YES_NO_2_REQUISITE_CODE SYSRES_CONST_YES_NO_REQUISITE_CODE SYSRES_CONST_YES_NO_T_REF_TYPE_REQUISITE_CODE SYSRES_CONST_YES_PICK_VALUE SYSRES_CONST_YES_VALUE CR FALSE nil NO_VALUE NULL TAB TRUE YES_VALUE ADMINISTRATORS_GROUP_NAME CUSTOMIZERS_GROUP_NAME DEVELOPERS_GROUP_NAME SERVICE_USERS_GROUP_NAME DECISION_BLOCK_FIRST_OPERAND_PROPERTY DECISION_BLOCK_NAME_PROPERTY DECISION_BLOCK_OPERATION_PROPERTY DECISION_BLOCK_RESULT_TYPE_PROPERTY DECISION_BLOCK_SECOND_OPERAND_PROPERTY ANY_FILE_EXTENTION COMPRESSED_DOCUMENT_EXTENSION EXTENDED_DOCUMENT_EXTENSION SHORT_COMPRESSED_DOCUMENT_EXTENSION SHORT_EXTENDED_DOCUMENT_EXTENSION JOB_BLOCK_ABORT_DEADLINE_PROPERTY JOB_BLOCK_AFTER_FINISH_EVENT JOB_BLOCK_AFTER_QUERY_PARAMETERS_EVENT JOB_BLOCK_ATTACHMENT_PROPERTY JOB_BLOCK_ATTACHMENTS_RIGHTS_GROUP_PROPERTY JOB_BLOCK_ATTACHMENTS_RIGHTS_TYPE_PROPERTY JOB_BLOCK_BEFORE_QUERY_PARAMETERS_EVENT JOB_BLOCK_BEFORE_START_EVENT JOB_BLOCK_CREATED_JOBS_PROPERTY JOB_BLOCK_DEADLINE_PROPERTY JOB_BLOCK_EXECUTION_RESULTS_PROPERTY JOB_BLOCK_IS_PARALLEL_PROPERTY JOB_BLOCK_IS_RELATIVE_ABORT_DEADLINE_PROPERTY JOB_BLOCK_IS_RELATIVE_DEADLINE_PROPERTY JOB_BLOCK_JOB_TEXT_PROPERTY JOB_BLOCK_NAME_PROPERTY JOB_BLOCK_NEED_SIGN_ON_PERFORM_PROPERTY JOB_BLOCK_PERFORMER_PROPERTY JOB_BLOCK_RELATIVE_ABORT_DEADLINE_TYPE_PROPERTY JOB_BLOCK_RELATIVE_DEADLINE_TYPE_PROPERTY JOB_BLOCK_SUBJECT_PROPERTY ENGLISH_LANGUAGE_CODE RUSSIAN_LANGUAGE_CODE smHidden smMaximized smMinimized smNormal wmNo wmYes COMPONENT_TOKEN_LINK_KIND DOCUMENT_LINK_KIND EDOCUMENT_LINK_KIND FOLDER_LINK_KIND JOB_LINK_KIND REFERENCE_LINK_KIND TASK_LINK_KIND COMPONENT_TOKEN_LOCK_TYPE EDOCUMENT_VERSION_LOCK_TYPE MONITOR_BLOCK_AFTER_FINISH_EVENT MONITOR_BLOCK_BEFORE_START_EVENT MONITOR_BLOCK_DEADLINE_PROPERTY MONITOR_BLOCK_INTERVAL_PROPERTY MONITOR_BLOCK_INTERVAL_TYPE_PROPERTY MONITOR_BLOCK_IS_RELATIVE_DEADLINE_PROPERTY MONITOR_BLOCK_NAME_PROPERTY MONITOR_BLOCK_RELATIVE_DEADLINE_TYPE_PROPERTY MONITOR_BLOCK_SEARCH_SCRIPT_PROPERTY NOTICE_BLOCK_AFTER_FINISH_EVENT NOTICE_BLOCK_ATTACHMENT_PROPERTY NOTICE_BLOCK_ATTACHMENTS_RIGHTS_GROUP_PROPERTY NOTICE_BLOCK_ATTACHMENTS_RIGHTS_TYPE_PROPERTY NOTICE_BLOCK_BEFORE_START_EVENT NOTICE_BLOCK_CREATED_NOTICES_PROPERTY NOTICE_BLOCK_DEADLINE_PROPERTY NOTICE_BLOCK_IS_RELATIVE_DEADLINE_PROPERTY NOTICE_BLOCK_NAME_PROPERTY NOTICE_BLOCK_NOTICE_TEXT_PROPERTY NOTICE_BLOCK_PERFORMER_PROPERTY NOTICE_BLOCK_RELATIVE_DEADLINE_TYPE_PROPERTY NOTICE_BLOCK_SUBJECT_PROPERTY dseAfterCancel dseAfterClose dseAfterDelete dseAfterDeleteOutOfTransaction dseAfterInsert dseAfterOpen dseAfterScroll dseAfterUpdate dseAfterUpdateOutOfTransaction dseBeforeCancel dseBeforeClose dseBeforeDelete dseBeforeDetailUpdate dseBeforeInsert dseBeforeOpen dseBeforeUpdate dseOnAnyRequisiteChange dseOnCloseRecord dseOnDeleteError dseOnOpenRecord dseOnPrepareUpdate dseOnUpdateError dseOnUpdateRatifiedRecord dseOnValidDelete dseOnValidUpdate reOnChange reOnChangeValues SELECTION_BEGIN_ROUTE_EVENT SELECTION_END_ROUTE_EVENT CURRENT_PERIOD_IS_REQUIRED PREVIOUS_CARD_TYPE_NAME SHOW_RECORD_PROPERTIES_FORM ACCESS_RIGHTS_SETTING_DIALOG_CODE ADMINISTRATOR_USER_CODE ANALYTIC_REPORT_TYPE asrtHideLocal asrtHideRemote CALCULATED_ROLE_TYPE_CODE COMPONENTS_REFERENCE_DEVELOPER_VIEW_CODE DCTS_TEST_PROTOCOLS_FOLDER_PATH E_EDOC_VERSION_ALREADY_APPROVINGLY_SIGNED E_EDOC_VERSION_ALREADY_APPROVINGLY_SIGNED_BY_USER 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deactivate declare declare_constvalue declare_dimensions declare_fundamental_dimensions declare_fundamental_units declare_qty declare_translated declare_unit_conversion declare_units declare_weights decsym defcon define define_alt_display define_variable defint defmatch defrule defstruct deftaylor degree_sequence del delete deleten delta demo demoivre denom depends derivdegree derivlist describe desolve determinant dfloat dgauss_a dgauss_b dgeev dgemm dgeqrf dgesv dgesvd diag diagmatrix diag_matrix diagmatrixp diameter diff digitcharp dimacs_export dimacs_import dimension dimensionless dimensions dimensions_as_list direct directory discrete_freq disjoin disjointp disolate disp dispcon dispform dispfun dispJordan display disprule dispterms distrib divide divisors divsum dkummer_m dkummer_u dlange dodecahedron_graph dotproduct dotsimp dpart draw draw2d draw3d drawdf draw_file draw_graph dscalar echelon edge_coloring edge_connectivity edges eigens_by_jacobi eigenvalues eigenvectors eighth einstein eivals eivects elapsed_real_time elapsed_run_time ele2comp ele2polynome ele2pui elem elementp elevation_grid elim elim_allbut eliminate eliminate_using ellipse elliptic_e elliptic_ec elliptic_eu elliptic_f elliptic_kc elliptic_pi ematrix empty_graph emptyp endcons entermatrix entertensor entier equal equalp equiv_classes erf erfc erf_generalized erfi errcatch error errormsg errors euler ev eval_string evenp every evolution evolution2d evundiff example exp expand expandwrt expandwrt_factored expint expintegral_chi expintegral_ci expintegral_e expintegral_e1 expintegral_ei expintegral_e_simplify expintegral_li expintegral_shi expintegral_si explicit explose exponentialize express expt exsec extdiff extract_linear_equations extremal_subset ezgcd %f f90 facsum factcomb factor factorfacsum factorial factorout factorsum facts fast_central_elements fast_linsolve fasttimes featurep fernfale fft fib fibtophi fifth filename_merge file_search file_type fillarray findde find_root find_root_abs find_root_error find_root_rel first fix flatten flength float floatnump floor flower_snark flush flush1deriv flushd flushnd flush_output fmin_cobyla forget fortran fourcos fourexpand fourier fourier_elim fourint fourintcos fourintsin foursimp foursin fourth fposition frame_bracket freeof freshline fresnel_c fresnel_s from_adjacency_matrix frucht_graph full_listify fullmap fullmapl fullratsimp fullratsubst fullsetify funcsolve fundamental_dimensions fundamental_units fundef funmake funp fv g0 g1 gamma gamma_greek gamma_incomplete gamma_incomplete_generalized gamma_incomplete_regularized gauss gauss_a gauss_b gaussprob gcd gcdex gcdivide gcfac gcfactor gd generalized_lambert_w genfact gen_laguerre genmatrix gensym geo_amortization geo_annuity_fv geo_annuity_pv geomap geometric geometric_mean geosum get getcurrentdirectory get_edge_weight getenv get_lu_factors get_output_stream_string get_pixel get_plot_option get_tex_environment get_tex_environment_default get_vertex_label gfactor gfactorsum ggf girth global_variances gn gnuplot_close gnuplot_replot gnuplot_reset gnuplot_restart gnuplot_start go Gosper GosperSum gr2d gr3d gradef gramschmidt graph6_decode graph6_encode graph6_export graph6_import graph_center graph_charpoly graph_eigenvalues graph_flow graph_order graph_periphery graph_product graph_size graph_union great_rhombicosidodecahedron_graph great_rhombicuboctahedron_graph grid_graph grind grobner_basis grotzch_graph hamilton_cycle hamilton_path hankel hankel_1 hankel_2 harmonic harmonic_mean hav heawood_graph hermite hessian hgfred hilbertmap hilbert_matrix hipow histogram histogram_description hodge horner hypergeometric i0 i1 %ibes ic1 ic2 ic_convert ichr1 ichr2 icosahedron_graph icosidodecahedron_graph icurvature ident identfor identity idiff idim idummy ieqn %if ifactors iframes ifs igcdex igeodesic_coords ilt image imagpart imetric implicit implicit_derivative implicit_plot indexed_tensor indices induced_subgraph inferencep inference_result infix info_display init_atensor init_ctensor in_neighbors innerproduct inpart inprod inrt integerp integer_partitions integrate intersect intersection intervalp intopois intosum invariant1 invariant2 inverse_fft inverse_jacobi_cd inverse_jacobi_cn inverse_jacobi_cs inverse_jacobi_dc inverse_jacobi_dn inverse_jacobi_ds inverse_jacobi_nc inverse_jacobi_nd inverse_jacobi_ns inverse_jacobi_sc inverse_jacobi_sd inverse_jacobi_sn invert invert_by_adjoint invert_by_lu inv_mod irr is is_biconnected is_bipartite is_connected is_digraph is_edge_in_graph is_graph is_graph_or_digraph ishow is_isomorphic isolate isomorphism is_planar isqrt isreal_p is_sconnected is_tree is_vertex_in_graph items_inference %j j0 j1 jacobi jacobian jacobi_cd jacobi_cn jacobi_cs jacobi_dc jacobi_dn jacobi_ds jacobi_nc jacobi_nd jacobi_ns jacobi_p jacobi_sc jacobi_sd jacobi_sn JF jn join jordan julia julia_set julia_sin %k kdels kdelta kill killcontext kostka kron_delta kronecker_product kummer_m kummer_u kurtosis kurtosis_bernoulli kurtosis_beta kurtosis_binomial kurtosis_chi2 kurtosis_continuous_uniform kurtosis_discrete_uniform kurtosis_exp kurtosis_f kurtosis_gamma kurtosis_general_finite_discrete kurtosis_geometric kurtosis_gumbel kurtosis_hypergeometric kurtosis_laplace kurtosis_logistic kurtosis_lognormal kurtosis_negative_binomial kurtosis_noncentral_chi2 kurtosis_noncentral_student_t kurtosis_normal kurtosis_pareto kurtosis_poisson kurtosis_rayleigh kurtosis_student_t kurtosis_weibull label labels lagrange laguerre lambda lambert_w laplace laplacian_matrix last lbfgs lc2kdt lcharp lc_l lcm lc_u ldefint ldisp ldisplay legendre_p legendre_q leinstein length let letrules letsimp levi_civita lfreeof lgtreillis lhs li liediff limit Lindstedt linear linearinterpol linear_program linear_regression line_graph linsolve listarray list_correlations listify list_matrix_entries list_nc_monomials listoftens listofvars listp lmax lmin load loadfile local locate_matrix_entry log logcontract log_gamma lopow lorentz_gauge lowercasep lpart lratsubst lreduce lriemann lsquares_estimates lsquares_estimates_approximate lsquares_estimates_exact lsquares_mse lsquares_residual_mse lsquares_residuals lsum ltreillis lu_backsub lucas lu_factor %m macroexpand macroexpand1 make_array makebox makefact makegamma make_graph make_level_picture makelist makeOrders make_poly_continent make_poly_country make_polygon make_random_state make_rgb_picture makeset make_string_input_stream make_string_output_stream make_transform mandelbrot mandelbrot_set map mapatom maplist matchdeclare matchfix mat_cond mat_fullunblocker mat_function mathml_display mat_norm matrix matrixmap matrixp matrix_size mattrace mat_trace mat_unblocker max max_clique max_degree max_flow maximize_lp max_independent_set max_matching maybe md5sum mean mean_bernoulli mean_beta mean_binomial mean_chi2 mean_continuous_uniform mean_deviation mean_discrete_uniform mean_exp mean_f mean_gamma mean_general_finite_discrete mean_geometric mean_gumbel mean_hypergeometric mean_laplace mean_logistic mean_lognormal mean_negative_binomial mean_noncentral_chi2 mean_noncentral_student_t mean_normal mean_pareto mean_poisson mean_rayleigh mean_student_t mean_weibull median median_deviation member mesh metricexpandall mgf1_sha1 min min_degree min_edge_cut minfactorial minimalPoly minimize_lp minimum_spanning_tree minor minpack_lsquares minpack_solve min_vertex_cover min_vertex_cut mkdir mnewton mod mode_declare mode_identity ModeMatrix moebius mon2schur mono monomial_dimensions multibernstein_poly multi_display_for_texinfo multi_elem multinomial multinomial_coeff multi_orbit multiplot_mode multi_pui multsym multthru mycielski_graph nary natural_unit nc_degree ncexpt ncharpoly negative_picture neighbors new newcontext newdet new_graph newline newton new_variable next_prime nicedummies niceindices ninth nofix nonarray noncentral_moment nonmetricity nonnegintegerp nonscalarp nonzeroandfreeof notequal nounify nptetrad npv nroots nterms ntermst nthroot nullity nullspace num numbered_boundaries numberp number_to_octets num_distinct_partitions numerval numfactor num_partitions nusum nzeta nzetai nzetar octets_to_number octets_to_oid odd_girth oddp ode2 ode_check odelin oid_to_octets op opena opena_binary openr openr_binary openw openw_binary operatorp opsubst optimize %or orbit orbits ordergreat ordergreatp orderless orderlessp orthogonal_complement orthopoly_recur orthopoly_weight outermap out_neighbors outofpois pade parabolic_cylinder_d parametric parametric_surface parg parGosper parse_string parse_timedate part part2cont partfrac partition partition_set partpol path_digraph path_graph pathname_directory pathname_name pathname_type pdf_bernoulli pdf_beta pdf_binomial pdf_cauchy pdf_chi2 pdf_continuous_uniform pdf_discrete_uniform pdf_exp pdf_f pdf_gamma pdf_general_finite_discrete pdf_geometric pdf_gumbel pdf_hypergeometric pdf_laplace pdf_logistic pdf_lognormal pdf_negative_binomial pdf_noncentral_chi2 pdf_noncentral_student_t pdf_normal pdf_pareto pdf_poisson pdf_rank_sum pdf_rayleigh pdf_signed_rank pdf_student_t pdf_weibull pearson_skewness permanent permut permutation permutations petersen_graph petrov pickapart picture_equalp picturep piechart piechart_description planar_embedding playback plog plot2d plot3d plotdf ploteq plsquares pochhammer points poisdiff poisexpt poisint poismap poisplus poissimp poissubst poistimes poistrim polar polarform polartorect polar_to_xy poly_add poly_buchberger poly_buchberger_criterion poly_colon_ideal poly_content polydecomp poly_depends_p poly_elimination_ideal poly_exact_divide poly_expand poly_expt poly_gcd polygon poly_grobner poly_grobner_equal poly_grobner_member poly_grobner_subsetp poly_ideal_intersection poly_ideal_polysaturation poly_ideal_polysaturation1 poly_ideal_saturation poly_ideal_saturation1 poly_lcm poly_minimization polymod poly_multiply polynome2ele polynomialp poly_normal_form poly_normalize poly_normalize_list poly_polysaturation_extension poly_primitive_part poly_pseudo_divide poly_reduced_grobner poly_reduction poly_saturation_extension poly_s_polynomial poly_subtract polytocompanion pop postfix potential power_mod powerseries powerset prefix prev_prime primep primes principal_components print printf printfile print_graph printpois printprops prodrac product properties propvars psi psubst ptriangularize pui pui2comp pui2ele pui2polynome pui_direct puireduc push put pv qput qrange qty quad_control quad_qag quad_qagi quad_qagp quad_qags quad_qawc quad_qawf quad_qawo quad_qaws quadrilateral quantile quantile_bernoulli quantile_beta quantile_binomial quantile_cauchy quantile_chi2 quantile_continuous_uniform quantile_discrete_uniform quantile_exp quantile_f quantile_gamma quantile_general_finite_discrete quantile_geometric quantile_gumbel quantile_hypergeometric quantile_laplace quantile_logistic quantile_lognormal quantile_negative_binomial quantile_noncentral_chi2 quantile_noncentral_student_t quantile_normal quantile_pareto quantile_poisson quantile_rayleigh quantile_student_t quantile_weibull quartile_skewness quit qunit quotient racah_v racah_w radcan radius random random_bernoulli random_beta random_binomial random_bipartite_graph random_cauchy random_chi2 random_continuous_uniform random_digraph random_discrete_uniform random_exp random_f random_gamma random_general_finite_discrete random_geometric random_graph random_graph1 random_gumbel random_hypergeometric random_laplace random_logistic random_lognormal random_negative_binomial random_network random_noncentral_chi2 random_noncentral_student_t random_normal random_pareto random_permutation random_poisson random_rayleigh random_regular_graph random_student_t random_tournament random_tree random_weibull range rank rat ratcoef ratdenom ratdiff ratdisrep ratexpand ratinterpol rational rationalize ratnumer ratnump ratp ratsimp ratsubst ratvars ratweight read read_array read_binary_array read_binary_list read_binary_matrix readbyte readchar read_hashed_array readline read_list read_matrix read_nested_list readonly read_xpm real_imagpart_to_conjugate realpart realroots rearray rectangle rectform rectform_log_if_constant recttopolar rediff reduce_consts reduce_order region region_boundaries region_boundaries_plus rem remainder remarray rembox remcomps remcon remcoord remfun remfunction remlet remove remove_constvalue remove_dimensions remove_edge remove_fundamental_dimensions remove_fundamental_units remove_plot_option remove_vertex rempart remrule remsym remvalue rename rename_file reset reset_displays residue resolvante resolvante_alternee1 resolvante_bipartite resolvante_diedrale resolvante_klein resolvante_klein3 resolvante_produit_sym resolvante_unitaire resolvante_vierer rest resultant return reveal reverse revert revert2 rgb2level rhs ricci riemann rinvariant risch rk rmdir rncombine romberg room rootscontract round row rowop rowswap rreduce run_testsuite %s save saving scalarp scaled_bessel_i scaled_bessel_i0 scaled_bessel_i1 scalefactors scanmap scatterplot scatterplot_description scene schur2comp sconcat scopy scsimp scurvature sdowncase sec sech second sequal sequalignore set_alt_display setdifference set_draw_defaults set_edge_weight setelmx setequalp setify setp set_partitions set_plot_option set_prompt set_random_state set_tex_environment set_tex_environment_default setunits setup_autoload set_up_dot_simplifications set_vertex_label seventh sexplode sf sha1sum sha256sum shortest_path shortest_weighted_path show showcomps showratvars sierpinskiale sierpinskimap sign signum similaritytransform simp_inequality simplify_sum simplode simpmetderiv simtran sin sinh sinsert sinvertcase sixth skewness skewness_bernoulli skewness_beta skewness_binomial skewness_chi2 skewness_continuous_uniform skewness_discrete_uniform skewness_exp skewness_f skewness_gamma skewness_general_finite_discrete skewness_geometric skewness_gumbel skewness_hypergeometric skewness_laplace skewness_logistic skewness_lognormal skewness_negative_binomial skewness_noncentral_chi2 skewness_noncentral_student_t skewness_normal skewness_pareto skewness_poisson skewness_rayleigh skewness_student_t skewness_weibull slength smake small_rhombicosidodecahedron_graph small_rhombicuboctahedron_graph smax smin smismatch snowmap snub_cube_graph snub_dodecahedron_graph solve solve_rec solve_rec_rat some somrac sort sparse6_decode sparse6_encode sparse6_export sparse6_import specint spherical spherical_bessel_j spherical_bessel_y spherical_hankel1 spherical_hankel2 spherical_harmonic spherical_to_xyz splice split sposition sprint sqfr sqrt sqrtdenest sremove sremovefirst sreverse ssearch ssort sstatus ssubst ssubstfirst staircase standardize standardize_inverse_trig starplot starplot_description status std std1 std_bernoulli std_beta std_binomial std_chi2 std_continuous_uniform std_discrete_uniform std_exp std_f std_gamma std_general_finite_discrete std_geometric std_gumbel std_hypergeometric std_laplace std_logistic std_lognormal std_negative_binomial std_noncentral_chi2 std_noncentral_student_t std_normal std_pareto std_poisson std_rayleigh std_student_t std_weibull stemplot stirling stirling1 stirling2 strim striml strimr string stringout stringp strong_components struve_h struve_l sublis sublist sublist_indices submatrix subsample subset subsetp subst substinpart subst_parallel substpart substring subvar subvarp sum sumcontract summand_to_rec supcase supcontext symbolp symmdifference symmetricp system take_channel take_inference tan tanh taylor taylorinfo taylorp taylor_simplifier taytorat tcl_output tcontract tellrat tellsimp tellsimpafter tentex tenth test_mean test_means_difference test_normality test_proportion test_proportions_difference test_rank_sum test_sign test_signed_rank test_variance test_variance_ratio tex tex1 tex_display texput %th third throw time timedate timer timer_info tldefint tlimit todd_coxeter toeplitz tokens to_lisp topological_sort to_poly to_poly_solve totaldisrep totalfourier totient tpartpol trace tracematrix trace_options transform_sample translate translate_file transpose treefale tree_reduce treillis treinat triangle triangularize trigexpand trigrat trigreduce trigsimp trunc truncate truncated_cube_graph truncated_dodecahedron_graph truncated_icosahedron_graph truncated_tetrahedron_graph tr_warnings_get tube tutte_graph ueivects uforget ultraspherical underlying_graph undiff union unique uniteigenvectors unitp units unit_step unitvector unorder unsum untellrat untimer untrace uppercasep uricci uriemann uvect vandermonde_matrix var var1 var_bernoulli var_beta var_binomial var_chi2 var_continuous_uniform var_discrete_uniform var_exp var_f var_gamma var_general_finite_discrete var_geometric var_gumbel var_hypergeometric var_laplace var_logistic var_lognormal var_negative_binomial var_noncentral_chi2 var_noncentral_student_t var_normal var_pareto var_poisson var_rayleigh var_student_t var_weibull vector vectorpotential vectorsimp verbify vers vertex_coloring vertex_connectivity vertex_degree vertex_distance vertex_eccentricity vertex_in_degree vertex_out_degree vertices vertices_to_cycle vertices_to_path %w weyl wheel_graph wiener_index wigner_3j wigner_6j wigner_9j with_stdout write_binary_data writebyte write_data writefile wronskian xreduce xthru %y Zeilberger zeroequiv zerofor zeromatrix zeromatrixp zeta zgeev zheev zlange zn_add_table zn_carmichael_lambda zn_characteristic_factors zn_determinant zn_factor_generators zn_invert_by_lu zn_log zn_mult_table absboxchar activecontexts adapt_depth additive adim aform algebraic algepsilon algexact aliases allbut all_dotsimp_denoms allocation allsym alphabetic animation antisymmetric arrays askexp assume_pos assume_pos_pred assumescalar asymbol atomgrad atrig1 axes axis_3d axis_bottom axis_left axis_right axis_top azimuth background background_color backsubst berlefact bernstein_explicit besselexpand 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erf_representation errormsg error_size error_syms error_type %e_to_numlog eval even evenfun evflag evfun ev_point expandwrt_denom expintexpand expintrep expon expop exptdispflag exptisolate exptsubst facexpand facsum_combine factlim factorflag factorial_expand factors_only fb feature features file_name file_output_append file_search_demo file_search_lisp file_search_maxima|10 file_search_tests file_search_usage file_type_lisp file_type_maxima|10 fill_color fill_density filled_func fixed_vertices flipflag float2bf font font_size fortindent fortspaces fpprec fpprintprec functions gamma_expand gammalim gdet genindex gensumnum GGFCFMAX GGFINFINITY globalsolve gnuplot_command gnuplot_curve_styles gnuplot_curve_titles gnuplot_default_term_command gnuplot_dumb_term_command gnuplot_file_args gnuplot_file_name gnuplot_out_file gnuplot_pdf_term_command gnuplot_pm3d gnuplot_png_term_command gnuplot_postamble gnuplot_preamble gnuplot_ps_term_command gnuplot_svg_term_command gnuplot_term gnuplot_view_args Gosper_in_Zeilberger gradefs grid grid2d grind halfangles head_angle head_both head_length head_type height hypergeometric_representation %iargs ibase icc1 icc2 icounter idummyx ieqnprint ifb ifc1 ifc2 ifg ifgi ifr iframe_bracket_form ifri igeowedge_flag ikt1 ikt2 imaginary inchar increasing infeval infinity inflag infolists inm inmc1 inmc2 intanalysis integer integervalued integrate_use_rootsof integration_constant integration_constant_counter interpolate_color intfaclim ip_grid ip_grid_in irrational isolate_wrt_times iterations itr julia_parameter %k1 %k2 keepfloat key key_pos kinvariant kt label label_alignment label_orientation labels lassociative lbfgs_ncorrections lbfgs_nfeval_max leftjust legend letrat let_rule_packages lfg lg lhospitallim limsubst linear linear_solver linechar linel|10 linenum line_type linewidth line_width linsolve_params linsolvewarn lispdisp listarith listconstvars listdummyvars lmxchar load_pathname loadprint logabs logarc logcb 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t="[A-Za-zА-Яа-яёЁ_!][A-Za-zА-Яа-яёЁ_0-9]*",a={className:"number",begin:e.NUMBER_RE,relevance:0},n={className:"string",variants:[{begin:'"',end:'"'},{begin:"'",end:"'"}]},i={className:"doctag",begin:"\\b(?:TODO|DONE|BEGIN|END|STUB|CHG|FIXME|NOTE|BUG|XXX)\\b",relevance:0},r={variants:[{className:"comment",begin:"//",end:"$",relevance:0,contains:[e.PHRASAL_WORDS_MODE,i]},{className:"comment",begin:"/\\*",end:"\\*/",relevance:0,contains:[e.PHRASAL_WORDS_MODE,i]}]},o={$pattern:t,keyword:"and и else иначе endexcept endfinally endforeach конецвсе endif конецесли endwhile конецпока except exitfor finally foreach все if если in в not не or или try while пока ",built_in:"SYSRES_CONST_ACCES_RIGHT_TYPE_EDIT SYSRES_CONST_ACCES_RIGHT_TYPE_FULL SYSRES_CONST_ACCES_RIGHT_TYPE_VIEW SYSRES_CONST_ACCESS_MODE_REQUISITE_CODE SYSRES_CONST_ACCESS_NO_ACCESS_VIEW SYSRES_CONST_ACCESS_NO_ACCESS_VIEW_CODE SYSRES_CONST_ACCESS_RIGHTS_ADD_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_ADD_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_CHANGE_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_CHANGE_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_DELETE_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_DELETE_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_EXECUTE_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_EXECUTE_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_NO_ACCESS_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_NO_ACCESS_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_RATIFY_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_RATIFY_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_RIGHTS_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_VIEW SYSRES_CONST_ACCESS_RIGHTS_VIEW_CODE SYSRES_CONST_ACCESS_RIGHTS_VIEW_REQUISITE_CODE SYSRES_CONST_ACCESS_RIGHTS_VIEW_REQUISITE_YES_CODE SYSRES_CONST_ACCESS_TYPE_CHANGE SYSRES_CONST_ACCESS_TYPE_CHANGE_CODE SYSRES_CONST_ACCESS_TYPE_EXISTS SYSRES_CONST_ACCESS_TYPE_EXISTS_CODE SYSRES_CONST_ACCESS_TYPE_FULL SYSRES_CONST_ACCESS_TYPE_FULL_CODE SYSRES_CONST_ACCESS_TYPE_VIEW SYSRES_CONST_ACCESS_TYPE_VIEW_CODE SYSRES_CONST_ACTION_TYPE_ABORT SYSRES_CONST_ACTION_TYPE_ACCEPT SYSRES_CONST_ACTION_TYPE_ACCESS_RIGHTS SYSRES_CONST_ACTION_TYPE_ADD_ATTACHMENT SYSRES_CONST_ACTION_TYPE_CHANGE_CARD SYSRES_CONST_ACTION_TYPE_CHANGE_KIND SYSRES_CONST_ACTION_TYPE_CHANGE_STORAGE SYSRES_CONST_ACTION_TYPE_CONTINUE SYSRES_CONST_ACTION_TYPE_COPY SYSRES_CONST_ACTION_TYPE_CREATE SYSRES_CONST_ACTION_TYPE_CREATE_VERSION SYSRES_CONST_ACTION_TYPE_DELETE SYSRES_CONST_ACTION_TYPE_DELETE_ATTACHMENT SYSRES_CONST_ACTION_TYPE_DELETE_VERSION SYSRES_CONST_ACTION_TYPE_DISABLE_DELEGATE_ACCESS_RIGHTS SYSRES_CONST_ACTION_TYPE_ENABLE_DELEGATE_ACCESS_RIGHTS SYSRES_CONST_ACTION_TYPE_ENCRYPTION_BY_CERTIFICATE SYSRES_CONST_ACTION_TYPE_ENCRYPTION_BY_CERTIFICATE_AND_PASSWORD SYSRES_CONST_ACTION_TYPE_ENCRYPTION_BY_PASSWORD SYSRES_CONST_ACTION_TYPE_EXPORT_WITH_LOCK SYSRES_CONST_ACTION_TYPE_EXPORT_WITHOUT_LOCK SYSRES_CONST_ACTION_TYPE_IMPORT_WITH_UNLOCK SYSRES_CONST_ACTION_TYPE_IMPORT_WITHOUT_UNLOCK SYSRES_CONST_ACTION_TYPE_LIFE_CYCLE_STAGE SYSRES_CONST_ACTION_TYPE_LOCK SYSRES_CONST_ACTION_TYPE_LOCK_FOR_SERVER SYSRES_CONST_ACTION_TYPE_LOCK_MODIFY SYSRES_CONST_ACTION_TYPE_MARK_AS_READED SYSRES_CONST_ACTION_TYPE_MARK_AS_UNREADED SYSRES_CONST_ACTION_TYPE_MODIFY SYSRES_CONST_ACTION_TYPE_MODIFY_CARD SYSRES_CONST_ACTION_TYPE_MOVE_TO_ARCHIVE SYSRES_CONST_ACTION_TYPE_OFF_ENCRYPTION SYSRES_CONST_ACTION_TYPE_PASSWORD_CHANGE SYSRES_CONST_ACTION_TYPE_PERFORM SYSRES_CONST_ACTION_TYPE_RECOVER_FROM_LOCAL_COPY SYSRES_CONST_ACTION_TYPE_RESTART SYSRES_CONST_ACTION_TYPE_RESTORE_FROM_ARCHIVE SYSRES_CONST_ACTION_TYPE_REVISION SYSRES_CONST_ACTION_TYPE_SEND_BY_MAIL SYSRES_CONST_ACTION_TYPE_SIGN SYSRES_CONST_ACTION_TYPE_START SYSRES_CONST_ACTION_TYPE_UNLOCK SYSRES_CONST_ACTION_TYPE_UNLOCK_FROM_SERVER SYSRES_CONST_ACTION_TYPE_VERSION_STATE SYSRES_CONST_ACTION_TYPE_VERSION_VISIBILITY SYSRES_CONST_ACTION_TYPE_VIEW SYSRES_CONST_ACTION_TYPE_VIEW_SHADOW_COPY SYSRES_CONST_ACTION_TYPE_WORKFLOW_DESCRIPTION_MODIFY SYSRES_CONST_ACTION_TYPE_WRITE_HISTORY SYSRES_CONST_ACTIVE_VERSION_STATE_PICK_VALUE SYSRES_CONST_ADD_REFERENCE_MODE_NAME SYSRES_CONST_ADDITION_REQUISITE_CODE SYSRES_CONST_ADDITIONAL_PARAMS_REQUISITE_CODE SYSRES_CONST_ADITIONAL_JOB_END_DATE_REQUISITE_NAME SYSRES_CONST_ADITIONAL_JOB_READ_REQUISITE_NAME SYSRES_CONST_ADITIONAL_JOB_START_DATE_REQUISITE_NAME SYSRES_CONST_ADITIONAL_JOB_STATE_REQUISITE_NAME SYSRES_CONST_ADMINISTRATION_HISTORY_ADDING_USER_TO_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_ADDING_USER_TO_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_COMP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_COMP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_USER_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_CREATION_USER_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_DATABASE_USER_CREATION SYSRES_CONST_ADMINISTRATION_HISTORY_DATABASE_USER_CREATION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DATABASE_USER_DELETION SYSRES_CONST_ADMINISTRATION_HISTORY_DATABASE_USER_DELETION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_COMP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_COMP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_USER_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_USER_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_USER_FROM_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_DELETION_USER_FROM_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_FILTERER_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_FILTERER_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_FILTERER_RESTRICTION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_FILTERER_RESTRICTION_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_PRIVILEGE_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_PRIVILEGE_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_RIGHTS_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_GRANTING_RIGHTS_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_IS_MAIN_SERVER_CHANGED_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_IS_MAIN_SERVER_CHANGED_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_IS_PUBLIC_CHANGED_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_IS_PUBLIC_CHANGED_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_FILTERER_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_FILTERER_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_FILTERER_RESTRICTION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_FILTERER_RESTRICTION_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_PRIVILEGE_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_PRIVILEGE_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_RIGHTS_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_REMOVING_RIGHTS_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_SERVER_LOGIN_CREATION SYSRES_CONST_ADMINISTRATION_HISTORY_SERVER_LOGIN_CREATION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_SERVER_LOGIN_DELETION SYSRES_CONST_ADMINISTRATION_HISTORY_SERVER_LOGIN_DELETION_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_CATEGORY_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_CATEGORY_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_COMP_TITLE_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_COMP_TITLE_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_FULL_NAME_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_FULL_NAME_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_PARENT_GROUP_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_PARENT_GROUP_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_AUTH_TYPE_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_AUTH_TYPE_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_LOGIN_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_LOGIN_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_STATUS_ACTION SYSRES_CONST_ADMINISTRATION_HISTORY_UPDATING_USER_STATUS_ACTION_CODE SYSRES_CONST_ADMINISTRATION_HISTORY_USER_PASSWORD_CHANGE SYSRES_CONST_ADMINISTRATION_HISTORY_USER_PASSWORD_CHANGE_ACTION SYSRES_CONST_ALL_ACCEPT_CONDITION_RUS SYSRES_CONST_ALL_USERS_GROUP SYSRES_CONST_ALL_USERS_GROUP_NAME SYSRES_CONST_ALL_USERS_SERVER_GROUP_NAME SYSRES_CONST_ALLOWED_ACCESS_TYPE_CODE SYSRES_CONST_ALLOWED_ACCESS_TYPE_NAME SYSRES_CONST_APP_VIEWER_TYPE_REQUISITE_CODE SYSRES_CONST_APPROVING_SIGNATURE_NAME SYSRES_CONST_APPROVING_SIGNATURE_REQUISITE_CODE SYSRES_CONST_ASSISTANT_SUBSTITUE_TYPE SYSRES_CONST_ASSISTANT_SUBSTITUE_TYPE_CODE SYSRES_CONST_ATTACH_TYPE_COMPONENT_TOKEN SYSRES_CONST_ATTACH_TYPE_DOC SYSRES_CONST_ATTACH_TYPE_EDOC SYSRES_CONST_ATTACH_TYPE_FOLDER SYSRES_CONST_ATTACH_TYPE_JOB SYSRES_CONST_ATTACH_TYPE_REFERENCE SYSRES_CONST_ATTACH_TYPE_TASK SYSRES_CONST_AUTH_ENCODED_PASSWORD SYSRES_CONST_AUTH_ENCODED_PASSWORD_CODE SYSRES_CONST_AUTH_NOVELL SYSRES_CONST_AUTH_PASSWORD SYSRES_CONST_AUTH_PASSWORD_CODE SYSRES_CONST_AUTH_WINDOWS SYSRES_CONST_AUTHENTICATING_SIGNATURE_NAME SYSRES_CONST_AUTHENTICATING_SIGNATURE_REQUISITE_CODE SYSRES_CONST_AUTO_ENUM_METHOD_FLAG SYSRES_CONST_AUTO_NUMERATION_CODE SYSRES_CONST_AUTO_STRONG_ENUM_METHOD_FLAG SYSRES_CONST_AUTOTEXT_NAME_REQUISITE_CODE SYSRES_CONST_AUTOTEXT_TEXT_REQUISITE_CODE SYSRES_CONST_AUTOTEXT_USAGE_ALL SYSRES_CONST_AUTOTEXT_USAGE_ALL_CODE SYSRES_CONST_AUTOTEXT_USAGE_SIGN SYSRES_CONST_AUTOTEXT_USAGE_SIGN_CODE SYSRES_CONST_AUTOTEXT_USAGE_WORK SYSRES_CONST_AUTOTEXT_USAGE_WORK_CODE SYSRES_CONST_AUTOTEXT_USE_ANYWHERE_CODE SYSRES_CONST_AUTOTEXT_USE_ON_SIGNING_CODE SYSRES_CONST_AUTOTEXT_USE_ON_WORK_CODE SYSRES_CONST_BEGIN_DATE_REQUISITE_CODE SYSRES_CONST_BLACK_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_BLUE_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_BTN_PART SYSRES_CONST_CALCULATED_ROLE_TYPE_CODE SYSRES_CONST_CALL_TYPE_VARIABLE_BUTTON_VALUE SYSRES_CONST_CALL_TYPE_VARIABLE_PROGRAM_VALUE SYSRES_CONST_CANCEL_MESSAGE_FUNCTION_RESULT SYSRES_CONST_CARD_PART SYSRES_CONST_CARD_REFERENCE_MODE_NAME SYSRES_CONST_CERTIFICATE_TYPE_REQUISITE_ENCRYPT_VALUE SYSRES_CONST_CERTIFICATE_TYPE_REQUISITE_SIGN_AND_ENCRYPT_VALUE SYSRES_CONST_CERTIFICATE_TYPE_REQUISITE_SIGN_VALUE SYSRES_CONST_CHECK_PARAM_VALUE_DATE_PARAM_TYPE SYSRES_CONST_CHECK_PARAM_VALUE_FLOAT_PARAM_TYPE SYSRES_CONST_CHECK_PARAM_VALUE_INTEGER_PARAM_TYPE SYSRES_CONST_CHECK_PARAM_VALUE_PICK_PARAM_TYPE SYSRES_CONST_CHECK_PARAM_VALUE_REEFRENCE_PARAM_TYPE SYSRES_CONST_CLOSED_RECORD_FLAG_VALUE_FEMININE SYSRES_CONST_CLOSED_RECORD_FLAG_VALUE_MASCULINE SYSRES_CONST_CODE_COMPONENT_TYPE_ADMIN SYSRES_CONST_CODE_COMPONENT_TYPE_DEVELOPER SYSRES_CONST_CODE_COMPONENT_TYPE_DOCS SYSRES_CONST_CODE_COMPONENT_TYPE_EDOC_CARDS SYSRES_CONST_CODE_COMPONENT_TYPE_EXTERNAL_EXECUTABLE SYSRES_CONST_CODE_COMPONENT_TYPE_OTHER SYSRES_CONST_CODE_COMPONENT_TYPE_REFERENCE SYSRES_CONST_CODE_COMPONENT_TYPE_REPORT SYSRES_CONST_CODE_COMPONENT_TYPE_SCRIPT SYSRES_CONST_CODE_COMPONENT_TYPE_URL SYSRES_CONST_CODE_REQUISITE_ACCESS SYSRES_CONST_CODE_REQUISITE_CODE SYSRES_CONST_CODE_REQUISITE_COMPONENT SYSRES_CONST_CODE_REQUISITE_DESCRIPTION SYSRES_CONST_CODE_REQUISITE_EXCLUDE_COMPONENT SYSRES_CONST_CODE_REQUISITE_RECORD SYSRES_CONST_COMMENT_REQ_CODE SYSRES_CONST_COMMON_SETTINGS_REQUISITE_CODE SYSRES_CONST_COMP_CODE_GRD SYSRES_CONST_COMPONENT_GROUP_TYPE_REQUISITE_CODE SYSRES_CONST_COMPONENT_TYPE_ADMIN_COMPONENTS SYSRES_CONST_COMPONENT_TYPE_DEVELOPER_COMPONENTS SYSRES_CONST_COMPONENT_TYPE_DOCS SYSRES_CONST_COMPONENT_TYPE_EDOC_CARDS SYSRES_CONST_COMPONENT_TYPE_EDOCS SYSRES_CONST_COMPONENT_TYPE_EXTERNAL_EXECUTABLE SYSRES_CONST_COMPONENT_TYPE_OTHER SYSRES_CONST_COMPONENT_TYPE_REFERENCE_TYPES SYSRES_CONST_COMPONENT_TYPE_REFERENCES SYSRES_CONST_COMPONENT_TYPE_REPORTS SYSRES_CONST_COMPONENT_TYPE_SCRIPTS SYSRES_CONST_COMPONENT_TYPE_URL SYSRES_CONST_COMPONENTS_REMOTE_SERVERS_VIEW_CODE SYSRES_CONST_CONDITION_BLOCK_DESCRIPTION SYSRES_CONST_CONST_FIRM_STATUS_COMMON SYSRES_CONST_CONST_FIRM_STATUS_INDIVIDUAL SYSRES_CONST_CONST_NEGATIVE_VALUE SYSRES_CONST_CONST_POSITIVE_VALUE SYSRES_CONST_CONST_SERVER_STATUS_DONT_REPLICATE SYSRES_CONST_CONST_SERVER_STATUS_REPLICATE SYSRES_CONST_CONTENTS_REQUISITE_CODE SYSRES_CONST_DATA_TYPE_BOOLEAN SYSRES_CONST_DATA_TYPE_DATE SYSRES_CONST_DATA_TYPE_FLOAT SYSRES_CONST_DATA_TYPE_INTEGER SYSRES_CONST_DATA_TYPE_PICK SYSRES_CONST_DATA_TYPE_REFERENCE SYSRES_CONST_DATA_TYPE_STRING SYSRES_CONST_DATA_TYPE_TEXT SYSRES_CONST_DATA_TYPE_VARIANT SYSRES_CONST_DATE_CLOSE_REQ_CODE SYSRES_CONST_DATE_FORMAT_DATE_ONLY_CHAR SYSRES_CONST_DATE_OPEN_REQ_CODE SYSRES_CONST_DATE_REQUISITE SYSRES_CONST_DATE_REQUISITE_CODE SYSRES_CONST_DATE_REQUISITE_NAME SYSRES_CONST_DATE_REQUISITE_TYPE SYSRES_CONST_DATE_TYPE_CHAR SYSRES_CONST_DATETIME_FORMAT_VALUE SYSRES_CONST_DEA_ACCESS_RIGHTS_ACTION_CODE SYSRES_CONST_DESCRIPTION_LOCALIZE_ID_REQUISITE_CODE SYSRES_CONST_DESCRIPTION_REQUISITE_CODE SYSRES_CONST_DET1_PART SYSRES_CONST_DET2_PART SYSRES_CONST_DET3_PART SYSRES_CONST_DET4_PART SYSRES_CONST_DET5_PART SYSRES_CONST_DET6_PART SYSRES_CONST_DETAIL_DATASET_KEY_REQUISITE_CODE SYSRES_CONST_DETAIL_PICK_REQUISITE_CODE SYSRES_CONST_DETAIL_REQ_CODE SYSRES_CONST_DO_NOT_USE_ACCESS_TYPE_CODE SYSRES_CONST_DO_NOT_USE_ACCESS_TYPE_NAME SYSRES_CONST_DO_NOT_USE_ON_VIEW_ACCESS_TYPE_CODE SYSRES_CONST_DO_NOT_USE_ON_VIEW_ACCESS_TYPE_NAME SYSRES_CONST_DOCUMENT_STORAGES_CODE SYSRES_CONST_DOCUMENT_TEMPLATES_TYPE_NAME SYSRES_CONST_DOUBLE_REQUISITE_CODE SYSRES_CONST_EDITOR_CLOSE_FILE_OBSERV_TYPE_CODE SYSRES_CONST_EDITOR_CLOSE_PROCESS_OBSERV_TYPE_CODE SYSRES_CONST_EDITOR_TYPE_REQUISITE_CODE SYSRES_CONST_EDITORS_APPLICATION_NAME_REQUISITE_CODE SYSRES_CONST_EDITORS_CREATE_SEVERAL_PROCESSES_REQUISITE_CODE SYSRES_CONST_EDITORS_EXTENSION_REQUISITE_CODE SYSRES_CONST_EDITORS_OBSERVER_BY_PROCESS_TYPE SYSRES_CONST_EDITORS_REFERENCE_CODE SYSRES_CONST_EDITORS_REPLACE_SPEC_CHARS_REQUISITE_CODE SYSRES_CONST_EDITORS_USE_PLUGINS_REQUISITE_CODE SYSRES_CONST_EDITORS_VIEW_DOCUMENT_OPENED_TO_EDIT_CODE SYSRES_CONST_EDOC_CARD_TYPE_REQUISITE_CODE SYSRES_CONST_EDOC_CARD_TYPES_LINK_REQUISITE_CODE SYSRES_CONST_EDOC_CERTIFICATE_AND_PASSWORD_ENCODE_CODE SYSRES_CONST_EDOC_CERTIFICATE_ENCODE_CODE SYSRES_CONST_EDOC_DATE_REQUISITE_CODE SYSRES_CONST_EDOC_KIND_REFERENCE_CODE SYSRES_CONST_EDOC_KINDS_BY_TEMPLATE_ACTION_CODE SYSRES_CONST_EDOC_MANAGE_ACCESS_CODE SYSRES_CONST_EDOC_NONE_ENCODE_CODE SYSRES_CONST_EDOC_NUMBER_REQUISITE_CODE SYSRES_CONST_EDOC_PASSWORD_ENCODE_CODE SYSRES_CONST_EDOC_READONLY_ACCESS_CODE SYSRES_CONST_EDOC_SHELL_LIFE_TYPE_VIEW_VALUE SYSRES_CONST_EDOC_SIZE_RESTRICTION_PRIORITY_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_CHECK_ACCESS_RIGHTS_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_COMPUTER_NAME_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_DATABASE_NAME_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_EDIT_IN_STORAGE_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_LOCAL_PATH_REQUISITE_CODE SYSRES_CONST_EDOC_STORAGE_SHARED_SOURCE_NAME_REQUISITE_CODE SYSRES_CONST_EDOC_TEMPLATE_REQUISITE_CODE SYSRES_CONST_EDOC_TYPES_REFERENCE_CODE SYSRES_CONST_EDOC_VERSION_ACTIVE_STAGE_CODE SYSRES_CONST_EDOC_VERSION_DESIGN_STAGE_CODE SYSRES_CONST_EDOC_VERSION_OBSOLETE_STAGE_CODE SYSRES_CONST_EDOC_WRITE_ACCES_CODE SYSRES_CONST_EDOCUMENT_CARD_REQUISITES_REFERENCE_CODE_SELECTED_REQUISITE SYSRES_CONST_ENCODE_CERTIFICATE_TYPE_CODE SYSRES_CONST_END_DATE_REQUISITE_CODE SYSRES_CONST_ENUMERATION_TYPE_REQUISITE_CODE SYSRES_CONST_EXECUTE_ACCESS_RIGHTS_TYPE_CODE SYSRES_CONST_EXECUTIVE_FILE_STORAGE_TYPE SYSRES_CONST_EXIST_CONST SYSRES_CONST_EXIST_VALUE SYSRES_CONST_EXPORT_LOCK_TYPE_ASK SYSRES_CONST_EXPORT_LOCK_TYPE_WITH_LOCK SYSRES_CONST_EXPORT_LOCK_TYPE_WITHOUT_LOCK SYSRES_CONST_EXPORT_VERSION_TYPE_ASK SYSRES_CONST_EXPORT_VERSION_TYPE_LAST SYSRES_CONST_EXPORT_VERSION_TYPE_LAST_ACTIVE SYSRES_CONST_EXTENSION_REQUISITE_CODE SYSRES_CONST_FILTER_NAME_REQUISITE_CODE SYSRES_CONST_FILTER_REQUISITE_CODE SYSRES_CONST_FILTER_TYPE_COMMON_CODE SYSRES_CONST_FILTER_TYPE_COMMON_NAME SYSRES_CONST_FILTER_TYPE_USER_CODE SYSRES_CONST_FILTER_TYPE_USER_NAME SYSRES_CONST_FILTER_VALUE_REQUISITE_NAME SYSRES_CONST_FLOAT_NUMBER_FORMAT_CHAR SYSRES_CONST_FLOAT_REQUISITE_TYPE SYSRES_CONST_FOLDER_AUTHOR_VALUE SYSRES_CONST_FOLDER_KIND_ANY_OBJECTS SYSRES_CONST_FOLDER_KIND_COMPONENTS SYSRES_CONST_FOLDER_KIND_EDOCS SYSRES_CONST_FOLDER_KIND_JOBS SYSRES_CONST_FOLDER_KIND_TASKS SYSRES_CONST_FOLDER_TYPE_COMMON SYSRES_CONST_FOLDER_TYPE_COMPONENT SYSRES_CONST_FOLDER_TYPE_FAVORITES SYSRES_CONST_FOLDER_TYPE_INBOX SYSRES_CONST_FOLDER_TYPE_OUTBOX SYSRES_CONST_FOLDER_TYPE_QUICK_LAUNCH SYSRES_CONST_FOLDER_TYPE_SEARCH SYSRES_CONST_FOLDER_TYPE_SHORTCUTS SYSRES_CONST_FOLDER_TYPE_USER SYSRES_CONST_FROM_DICTIONARY_ENUM_METHOD_FLAG SYSRES_CONST_FULL_SUBSTITUTE_TYPE SYSRES_CONST_FULL_SUBSTITUTE_TYPE_CODE SYSRES_CONST_FUNCTION_CANCEL_RESULT SYSRES_CONST_FUNCTION_CATEGORY_SYSTEM SYSRES_CONST_FUNCTION_CATEGORY_USER SYSRES_CONST_FUNCTION_FAILURE_RESULT SYSRES_CONST_FUNCTION_SAVE_RESULT SYSRES_CONST_GENERATED_REQUISITE SYSRES_CONST_GREEN_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_GROUP_ACCOUNT_TYPE_VALUE_CODE SYSRES_CONST_GROUP_CATEGORY_NORMAL_CODE SYSRES_CONST_GROUP_CATEGORY_NORMAL_NAME SYSRES_CONST_GROUP_CATEGORY_SERVICE_CODE SYSRES_CONST_GROUP_CATEGORY_SERVICE_NAME SYSRES_CONST_GROUP_COMMON_CATEGORY_FIELD_VALUE SYSRES_CONST_GROUP_FULL_NAME_REQUISITE_CODE SYSRES_CONST_GROUP_NAME_REQUISITE_CODE SYSRES_CONST_GROUP_RIGHTS_T_REQUISITE_CODE SYSRES_CONST_GROUP_SERVER_CODES_REQUISITE_CODE SYSRES_CONST_GROUP_SERVER_NAME_REQUISITE_CODE SYSRES_CONST_GROUP_SERVICE_CATEGORY_FIELD_VALUE SYSRES_CONST_GROUP_USER_REQUISITE_CODE SYSRES_CONST_GROUPS_REFERENCE_CODE SYSRES_CONST_GROUPS_REQUISITE_CODE SYSRES_CONST_HIDDEN_MODE_NAME SYSRES_CONST_HIGH_LVL_REQUISITE_CODE SYSRES_CONST_HISTORY_ACTION_CREATE_CODE SYSRES_CONST_HISTORY_ACTION_DELETE_CODE SYSRES_CONST_HISTORY_ACTION_EDIT_CODE SYSRES_CONST_HOUR_CHAR SYSRES_CONST_ID_REQUISITE_CODE SYSRES_CONST_IDSPS_REQUISITE_CODE SYSRES_CONST_IMAGE_MODE_COLOR SYSRES_CONST_IMAGE_MODE_GREYSCALE SYSRES_CONST_IMAGE_MODE_MONOCHROME SYSRES_CONST_IMPORTANCE_HIGH SYSRES_CONST_IMPORTANCE_LOW SYSRES_CONST_IMPORTANCE_NORMAL SYSRES_CONST_IN_DESIGN_VERSION_STATE_PICK_VALUE SYSRES_CONST_INCOMING_WORK_RULE_TYPE_CODE SYSRES_CONST_INT_REQUISITE SYSRES_CONST_INT_REQUISITE_TYPE SYSRES_CONST_INTEGER_NUMBER_FORMAT_CHAR SYSRES_CONST_INTEGER_TYPE_CHAR SYSRES_CONST_IS_GENERATED_REQUISITE_NEGATIVE_VALUE SYSRES_CONST_IS_PUBLIC_ROLE_REQUISITE_CODE SYSRES_CONST_IS_REMOTE_USER_NEGATIVE_VALUE SYSRES_CONST_IS_REMOTE_USER_POSITIVE_VALUE SYSRES_CONST_IS_STORED_REQUISITE_NEGATIVE_VALUE SYSRES_CONST_IS_STORED_REQUISITE_STORED_VALUE SYSRES_CONST_ITALIC_LIFE_CYCLE_STAGE_DRAW_STYLE SYSRES_CONST_JOB_BLOCK_DESCRIPTION SYSRES_CONST_JOB_KIND_CONTROL_JOB SYSRES_CONST_JOB_KIND_JOB SYSRES_CONST_JOB_KIND_NOTICE SYSRES_CONST_JOB_STATE_ABORTED SYSRES_CONST_JOB_STATE_COMPLETE SYSRES_CONST_JOB_STATE_WORKING SYSRES_CONST_KIND_REQUISITE_CODE SYSRES_CONST_KIND_REQUISITE_NAME SYSRES_CONST_KINDS_CREATE_SHADOW_COPIES_REQUISITE_CODE SYSRES_CONST_KINDS_DEFAULT_EDOC_LIFE_STAGE_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_ALL_TEPLATES_ALLOWED_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_ALLOW_LIFE_CYCLE_STAGE_CHANGING_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_ALLOW_MULTIPLE_ACTIVE_VERSIONS_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_SHARE_ACCES_RIGHTS_BY_DEFAULT_CODE SYSRES_CONST_KINDS_EDOC_TEMPLATE_REQUISITE_CODE SYSRES_CONST_KINDS_EDOC_TYPE_REQUISITE_CODE SYSRES_CONST_KINDS_SIGNERS_REQUISITES_CODE SYSRES_CONST_KOD_INPUT_TYPE SYSRES_CONST_LAST_UPDATE_DATE_REQUISITE_CODE SYSRES_CONST_LIFE_CYCLE_START_STAGE_REQUISITE_CODE SYSRES_CONST_LILAC_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_LINK_OBJECT_KIND_COMPONENT SYSRES_CONST_LINK_OBJECT_KIND_DOCUMENT SYSRES_CONST_LINK_OBJECT_KIND_EDOC SYSRES_CONST_LINK_OBJECT_KIND_FOLDER SYSRES_CONST_LINK_OBJECT_KIND_JOB SYSRES_CONST_LINK_OBJECT_KIND_REFERENCE SYSRES_CONST_LINK_OBJECT_KIND_TASK SYSRES_CONST_LINK_REF_TYPE_REQUISITE_CODE SYSRES_CONST_LIST_REFERENCE_MODE_NAME SYSRES_CONST_LOCALIZATION_DICTIONARY_MAIN_VIEW_CODE SYSRES_CONST_MAIN_VIEW_CODE SYSRES_CONST_MANUAL_ENUM_METHOD_FLAG SYSRES_CONST_MASTER_COMP_TYPE_REQUISITE_CODE SYSRES_CONST_MASTER_TABLE_REC_ID_REQUISITE_CODE SYSRES_CONST_MAXIMIZED_MODE_NAME SYSRES_CONST_ME_VALUE SYSRES_CONST_MESSAGE_ATTENTION_CAPTION SYSRES_CONST_MESSAGE_CONFIRMATION_CAPTION SYSRES_CONST_MESSAGE_ERROR_CAPTION SYSRES_CONST_MESSAGE_INFORMATION_CAPTION SYSRES_CONST_MINIMIZED_MODE_NAME SYSRES_CONST_MINUTE_CHAR SYSRES_CONST_MODULE_REQUISITE_CODE SYSRES_CONST_MONITORING_BLOCK_DESCRIPTION SYSRES_CONST_MONTH_FORMAT_VALUE SYSRES_CONST_NAME_LOCALIZE_ID_REQUISITE_CODE SYSRES_CONST_NAME_REQUISITE_CODE SYSRES_CONST_NAME_SINGULAR_REQUISITE_CODE SYSRES_CONST_NAMEAN_INPUT_TYPE SYSRES_CONST_NEGATIVE_PICK_VALUE SYSRES_CONST_NEGATIVE_VALUE SYSRES_CONST_NO SYSRES_CONST_NO_PICK_VALUE SYSRES_CONST_NO_SIGNATURE_REQUISITE_CODE SYSRES_CONST_NO_VALUE SYSRES_CONST_NONE_ACCESS_RIGHTS_TYPE_CODE SYSRES_CONST_NONOPERATING_RECORD_FLAG_VALUE SYSRES_CONST_NONOPERATING_RECORD_FLAG_VALUE_MASCULINE SYSRES_CONST_NORMAL_ACCESS_RIGHTS_TYPE_CODE SYSRES_CONST_NORMAL_LIFE_CYCLE_STAGE_DRAW_STYLE SYSRES_CONST_NORMAL_MODE_NAME SYSRES_CONST_NOT_ALLOWED_ACCESS_TYPE_CODE SYSRES_CONST_NOT_ALLOWED_ACCESS_TYPE_NAME SYSRES_CONST_NOTE_REQUISITE_CODE SYSRES_CONST_NOTICE_BLOCK_DESCRIPTION SYSRES_CONST_NUM_REQUISITE SYSRES_CONST_NUM_STR_REQUISITE_CODE SYSRES_CONST_NUMERATION_AUTO_NOT_STRONG SYSRES_CONST_NUMERATION_AUTO_STRONG SYSRES_CONST_NUMERATION_FROM_DICTONARY SYSRES_CONST_NUMERATION_MANUAL SYSRES_CONST_NUMERIC_TYPE_CHAR SYSRES_CONST_NUMREQ_REQUISITE_CODE SYSRES_CONST_OBSOLETE_VERSION_STATE_PICK_VALUE SYSRES_CONST_OPERATING_RECORD_FLAG_VALUE SYSRES_CONST_OPERATING_RECORD_FLAG_VALUE_CODE SYSRES_CONST_OPERATING_RECORD_FLAG_VALUE_FEMININE SYSRES_CONST_OPERATING_RECORD_FLAG_VALUE_MASCULINE SYSRES_CONST_OPTIONAL_FORM_COMP_REQCODE_PREFIX SYSRES_CONST_ORANGE_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_ORIGINALREF_REQUISITE_CODE SYSRES_CONST_OURFIRM_REF_CODE SYSRES_CONST_OURFIRM_REQUISITE_CODE SYSRES_CONST_OURFIRM_VAR SYSRES_CONST_OUTGOING_WORK_RULE_TYPE_CODE SYSRES_CONST_PICK_NEGATIVE_RESULT SYSRES_CONST_PICK_POSITIVE_RESULT SYSRES_CONST_PICK_REQUISITE SYSRES_CONST_PICK_REQUISITE_TYPE SYSRES_CONST_PICK_TYPE_CHAR SYSRES_CONST_PLAN_STATUS_REQUISITE_CODE SYSRES_CONST_PLATFORM_VERSION_COMMENT SYSRES_CONST_PLUGINS_SETTINGS_DESCRIPTION_REQUISITE_CODE SYSRES_CONST_POSITIVE_PICK_VALUE SYSRES_CONST_POWER_TO_CREATE_ACTION_CODE SYSRES_CONST_POWER_TO_SIGN_ACTION_CODE SYSRES_CONST_PRIORITY_REQUISITE_CODE SYSRES_CONST_QUALIFIED_TASK_TYPE SYSRES_CONST_QUALIFIED_TASK_TYPE_CODE SYSRES_CONST_RECSTAT_REQUISITE_CODE SYSRES_CONST_RED_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_REF_ID_T_REF_TYPE_REQUISITE_CODE SYSRES_CONST_REF_REQUISITE SYSRES_CONST_REF_REQUISITE_TYPE SYSRES_CONST_REF_REQUISITES_REFERENCE_CODE_SELECTED_REQUISITE SYSRES_CONST_REFERENCE_RECORD_HISTORY_CREATE_ACTION_CODE SYSRES_CONST_REFERENCE_RECORD_HISTORY_DELETE_ACTION_CODE SYSRES_CONST_REFERENCE_RECORD_HISTORY_MODIFY_ACTION_CODE SYSRES_CONST_REFERENCE_TYPE_CHAR SYSRES_CONST_REFERENCE_TYPE_REQUISITE_NAME SYSRES_CONST_REFERENCES_ADD_PARAMS_REQUISITE_CODE SYSRES_CONST_REFERENCES_DISPLAY_REQUISITE_REQUISITE_CODE SYSRES_CONST_REMOTE_SERVER_STATUS_WORKING SYSRES_CONST_REMOTE_SERVER_TYPE_MAIN SYSRES_CONST_REMOTE_SERVER_TYPE_SECONDARY SYSRES_CONST_REMOTE_USER_FLAG_VALUE_CODE SYSRES_CONST_REPORT_APP_EDITOR_INTERNAL SYSRES_CONST_REPORT_BASE_REPORT_ID_REQUISITE_CODE SYSRES_CONST_REPORT_BASE_REPORT_REQUISITE_CODE SYSRES_CONST_REPORT_SCRIPT_REQUISITE_CODE SYSRES_CONST_REPORT_TEMPLATE_REQUISITE_CODE SYSRES_CONST_REPORT_VIEWER_CODE_REQUISITE_CODE SYSRES_CONST_REQ_ALLOW_COMPONENT_DEFAULT_VALUE SYSRES_CONST_REQ_ALLOW_RECORD_DEFAULT_VALUE SYSRES_CONST_REQ_ALLOW_SERVER_COMPONENT_DEFAULT_VALUE SYSRES_CONST_REQ_MODE_AVAILABLE_CODE SYSRES_CONST_REQ_MODE_EDIT_CODE SYSRES_CONST_REQ_MODE_HIDDEN_CODE SYSRES_CONST_REQ_MODE_NOT_AVAILABLE_CODE SYSRES_CONST_REQ_MODE_VIEW_CODE SYSRES_CONST_REQ_NUMBER_REQUISITE_CODE SYSRES_CONST_REQ_SECTION_VALUE SYSRES_CONST_REQ_TYPE_VALUE SYSRES_CONST_REQUISITE_FORMAT_BY_UNIT SYSRES_CONST_REQUISITE_FORMAT_DATE_FULL SYSRES_CONST_REQUISITE_FORMAT_DATE_TIME SYSRES_CONST_REQUISITE_FORMAT_LEFT SYSRES_CONST_REQUISITE_FORMAT_RIGHT SYSRES_CONST_REQUISITE_FORMAT_WITHOUT_UNIT SYSRES_CONST_REQUISITE_NUMBER_REQUISITE_CODE SYSRES_CONST_REQUISITE_SECTION_ACTIONS SYSRES_CONST_REQUISITE_SECTION_BUTTON SYSRES_CONST_REQUISITE_SECTION_BUTTONS SYSRES_CONST_REQUISITE_SECTION_CARD SYSRES_CONST_REQUISITE_SECTION_TABLE SYSRES_CONST_REQUISITE_SECTION_TABLE10 SYSRES_CONST_REQUISITE_SECTION_TABLE11 SYSRES_CONST_REQUISITE_SECTION_TABLE12 SYSRES_CONST_REQUISITE_SECTION_TABLE13 SYSRES_CONST_REQUISITE_SECTION_TABLE14 SYSRES_CONST_REQUISITE_SECTION_TABLE15 SYSRES_CONST_REQUISITE_SECTION_TABLE16 SYSRES_CONST_REQUISITE_SECTION_TABLE17 SYSRES_CONST_REQUISITE_SECTION_TABLE18 SYSRES_CONST_REQUISITE_SECTION_TABLE19 SYSRES_CONST_REQUISITE_SECTION_TABLE2 SYSRES_CONST_REQUISITE_SECTION_TABLE20 SYSRES_CONST_REQUISITE_SECTION_TABLE21 SYSRES_CONST_REQUISITE_SECTION_TABLE22 SYSRES_CONST_REQUISITE_SECTION_TABLE23 SYSRES_CONST_REQUISITE_SECTION_TABLE24 SYSRES_CONST_REQUISITE_SECTION_TABLE3 SYSRES_CONST_REQUISITE_SECTION_TABLE4 SYSRES_CONST_REQUISITE_SECTION_TABLE5 SYSRES_CONST_REQUISITE_SECTION_TABLE6 SYSRES_CONST_REQUISITE_SECTION_TABLE7 SYSRES_CONST_REQUISITE_SECTION_TABLE8 SYSRES_CONST_REQUISITE_SECTION_TABLE9 SYSRES_CONST_REQUISITES_PSEUDOREFERENCE_REQUISITE_NUMBER_REQUISITE_CODE SYSRES_CONST_RIGHT_ALIGNMENT_CODE SYSRES_CONST_ROLES_REFERENCE_CODE SYSRES_CONST_ROUTE_STEP_AFTER_RUS SYSRES_CONST_ROUTE_STEP_AND_CONDITION_RUS SYSRES_CONST_ROUTE_STEP_OR_CONDITION_RUS SYSRES_CONST_ROUTE_TYPE_COMPLEX SYSRES_CONST_ROUTE_TYPE_PARALLEL SYSRES_CONST_ROUTE_TYPE_SERIAL SYSRES_CONST_SBDATASETDESC_NEGATIVE_VALUE SYSRES_CONST_SBDATASETDESC_POSITIVE_VALUE SYSRES_CONST_SBVIEWSDESC_POSITIVE_VALUE SYSRES_CONST_SCRIPT_BLOCK_DESCRIPTION SYSRES_CONST_SEARCH_BY_TEXT_REQUISITE_CODE SYSRES_CONST_SEARCHES_COMPONENT_CONTENT SYSRES_CONST_SEARCHES_CRITERIA_ACTION_NAME SYSRES_CONST_SEARCHES_EDOC_CONTENT SYSRES_CONST_SEARCHES_FOLDER_CONTENT SYSRES_CONST_SEARCHES_JOB_CONTENT SYSRES_CONST_SEARCHES_REFERENCE_CODE SYSRES_CONST_SEARCHES_TASK_CONTENT SYSRES_CONST_SECOND_CHAR SYSRES_CONST_SECTION_REQUISITE_ACTIONS_VALUE SYSRES_CONST_SECTION_REQUISITE_CARD_VALUE SYSRES_CONST_SECTION_REQUISITE_CODE SYSRES_CONST_SECTION_REQUISITE_DETAIL_1_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_2_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_3_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_4_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_5_VALUE SYSRES_CONST_SECTION_REQUISITE_DETAIL_6_VALUE SYSRES_CONST_SELECT_REFERENCE_MODE_NAME SYSRES_CONST_SELECT_TYPE_SELECTABLE SYSRES_CONST_SELECT_TYPE_SELECTABLE_ONLY_CHILD SYSRES_CONST_SELECT_TYPE_SELECTABLE_WITH_CHILD SYSRES_CONST_SELECT_TYPE_UNSLECTABLE SYSRES_CONST_SERVER_TYPE_MAIN SYSRES_CONST_SERVICE_USER_CATEGORY_FIELD_VALUE SYSRES_CONST_SETTINGS_USER_REQUISITE_CODE SYSRES_CONST_SIGNATURE_AND_ENCODE_CERTIFICATE_TYPE_CODE SYSRES_CONST_SIGNATURE_CERTIFICATE_TYPE_CODE SYSRES_CONST_SINGULAR_TITLE_REQUISITE_CODE SYSRES_CONST_SQL_SERVER_AUTHENTIFICATION_FLAG_VALUE_CODE SYSRES_CONST_SQL_SERVER_ENCODE_AUTHENTIFICATION_FLAG_VALUE_CODE SYSRES_CONST_STANDART_ROUTE_REFERENCE_CODE SYSRES_CONST_STANDART_ROUTE_REFERENCE_COMMENT_REQUISITE_CODE SYSRES_CONST_STANDART_ROUTES_GROUPS_REFERENCE_CODE SYSRES_CONST_STATE_REQ_NAME SYSRES_CONST_STATE_REQUISITE_ACTIVE_VALUE SYSRES_CONST_STATE_REQUISITE_CLOSED_VALUE SYSRES_CONST_STATE_REQUISITE_CODE SYSRES_CONST_STATIC_ROLE_TYPE_CODE SYSRES_CONST_STATUS_PLAN_DEFAULT_VALUE SYSRES_CONST_STATUS_VALUE_AUTOCLEANING SYSRES_CONST_STATUS_VALUE_BLUE_SQUARE SYSRES_CONST_STATUS_VALUE_COMPLETE SYSRES_CONST_STATUS_VALUE_GREEN_SQUARE SYSRES_CONST_STATUS_VALUE_ORANGE_SQUARE SYSRES_CONST_STATUS_VALUE_PURPLE_SQUARE SYSRES_CONST_STATUS_VALUE_RED_SQUARE SYSRES_CONST_STATUS_VALUE_SUSPEND SYSRES_CONST_STATUS_VALUE_YELLOW_SQUARE SYSRES_CONST_STDROUTE_SHOW_TO_USERS_REQUISITE_CODE SYSRES_CONST_STORAGE_TYPE_FILE SYSRES_CONST_STORAGE_TYPE_SQL_SERVER SYSRES_CONST_STR_REQUISITE SYSRES_CONST_STRIKEOUT_LIFE_CYCLE_STAGE_DRAW_STYLE SYSRES_CONST_STRING_FORMAT_LEFT_ALIGN_CHAR SYSRES_CONST_STRING_FORMAT_RIGHT_ALIGN_CHAR SYSRES_CONST_STRING_REQUISITE_CODE SYSRES_CONST_STRING_REQUISITE_TYPE SYSRES_CONST_STRING_TYPE_CHAR SYSRES_CONST_SUBSTITUTES_PSEUDOREFERENCE_CODE SYSRES_CONST_SUBTASK_BLOCK_DESCRIPTION SYSRES_CONST_SYSTEM_SETTING_CURRENT_USER_PARAM_VALUE SYSRES_CONST_SYSTEM_SETTING_EMPTY_VALUE_PARAM_VALUE SYSRES_CONST_SYSTEM_VERSION_COMMENT SYSRES_CONST_TASK_ACCESS_TYPE_ALL SYSRES_CONST_TASK_ACCESS_TYPE_ALL_MEMBERS SYSRES_CONST_TASK_ACCESS_TYPE_MANUAL SYSRES_CONST_TASK_ENCODE_TYPE_CERTIFICATION SYSRES_CONST_TASK_ENCODE_TYPE_CERTIFICATION_AND_PASSWORD SYSRES_CONST_TASK_ENCODE_TYPE_NONE SYSRES_CONST_TASK_ENCODE_TYPE_PASSWORD SYSRES_CONST_TASK_ROUTE_ALL_CONDITION SYSRES_CONST_TASK_ROUTE_AND_CONDITION SYSRES_CONST_TASK_ROUTE_OR_CONDITION SYSRES_CONST_TASK_STATE_ABORTED SYSRES_CONST_TASK_STATE_COMPLETE SYSRES_CONST_TASK_STATE_CONTINUED SYSRES_CONST_TASK_STATE_CONTROL SYSRES_CONST_TASK_STATE_INIT SYSRES_CONST_TASK_STATE_WORKING SYSRES_CONST_TASK_TITLE SYSRES_CONST_TASK_TYPES_GROUPS_REFERENCE_CODE SYSRES_CONST_TASK_TYPES_REFERENCE_CODE SYSRES_CONST_TEMPLATES_REFERENCE_CODE SYSRES_CONST_TEST_DATE_REQUISITE_NAME SYSRES_CONST_TEST_DEV_DATABASE_NAME SYSRES_CONST_TEST_DEV_SYSTEM_CODE SYSRES_CONST_TEST_EDMS_DATABASE_NAME SYSRES_CONST_TEST_EDMS_MAIN_CODE SYSRES_CONST_TEST_EDMS_MAIN_DB_NAME SYSRES_CONST_TEST_EDMS_SECOND_CODE SYSRES_CONST_TEST_EDMS_SECOND_DB_NAME SYSRES_CONST_TEST_EDMS_SYSTEM_CODE SYSRES_CONST_TEST_NUMERIC_REQUISITE_NAME SYSRES_CONST_TEXT_REQUISITE SYSRES_CONST_TEXT_REQUISITE_CODE SYSRES_CONST_TEXT_REQUISITE_TYPE SYSRES_CONST_TEXT_TYPE_CHAR SYSRES_CONST_TYPE_CODE_REQUISITE_CODE SYSRES_CONST_TYPE_REQUISITE_CODE SYSRES_CONST_UNDEFINED_LIFE_CYCLE_STAGE_FONT_COLOR SYSRES_CONST_UNITS_SECTION_ID_REQUISITE_CODE SYSRES_CONST_UNITS_SECTION_REQUISITE_CODE SYSRES_CONST_UNOPERATING_RECORD_FLAG_VALUE_CODE SYSRES_CONST_UNSTORED_DATA_REQUISITE_CODE SYSRES_CONST_UNSTORED_DATA_REQUISITE_NAME SYSRES_CONST_USE_ACCESS_TYPE_CODE SYSRES_CONST_USE_ACCESS_TYPE_NAME SYSRES_CONST_USER_ACCOUNT_TYPE_VALUE_CODE SYSRES_CONST_USER_ADDITIONAL_INFORMATION_REQUISITE_CODE SYSRES_CONST_USER_AND_GROUP_ID_FROM_PSEUDOREFERENCE_REQUISITE_CODE SYSRES_CONST_USER_CATEGORY_NORMAL SYSRES_CONST_USER_CERTIFICATE_REQUISITE_CODE SYSRES_CONST_USER_CERTIFICATE_STATE_REQUISITE_CODE SYSRES_CONST_USER_CERTIFICATE_SUBJECT_NAME_REQUISITE_CODE SYSRES_CONST_USER_CERTIFICATE_THUMBPRINT_REQUISITE_CODE SYSRES_CONST_USER_COMMON_CATEGORY SYSRES_CONST_USER_COMMON_CATEGORY_CODE SYSRES_CONST_USER_FULL_NAME_REQUISITE_CODE SYSRES_CONST_USER_GROUP_TYPE_REQUISITE_CODE SYSRES_CONST_USER_LOGIN_REQUISITE_CODE SYSRES_CONST_USER_REMOTE_CONTROLLER_REQUISITE_CODE SYSRES_CONST_USER_REMOTE_SYSTEM_REQUISITE_CODE SYSRES_CONST_USER_RIGHTS_T_REQUISITE_CODE SYSRES_CONST_USER_SERVER_NAME_REQUISITE_CODE SYSRES_CONST_USER_SERVICE_CATEGORY SYSRES_CONST_USER_SERVICE_CATEGORY_CODE SYSRES_CONST_USER_STATUS_ADMINISTRATOR_CODE SYSRES_CONST_USER_STATUS_ADMINISTRATOR_NAME SYSRES_CONST_USER_STATUS_DEVELOPER_CODE SYSRES_CONST_USER_STATUS_DEVELOPER_NAME SYSRES_CONST_USER_STATUS_DISABLED_CODE SYSRES_CONST_USER_STATUS_DISABLED_NAME SYSRES_CONST_USER_STATUS_SYSTEM_DEVELOPER_CODE SYSRES_CONST_USER_STATUS_USER_CODE SYSRES_CONST_USER_STATUS_USER_NAME SYSRES_CONST_USER_STATUS_USER_NAME_DEPRECATED SYSRES_CONST_USER_TYPE_FIELD_VALUE_USER SYSRES_CONST_USER_TYPE_REQUISITE_CODE SYSRES_CONST_USERS_CONTROLLER_REQUISITE_CODE SYSRES_CONST_USERS_IS_MAIN_SERVER_REQUISITE_CODE SYSRES_CONST_USERS_REFERENCE_CODE SYSRES_CONST_USERS_REGISTRATION_CERTIFICATES_ACTION_NAME SYSRES_CONST_USERS_REQUISITE_CODE SYSRES_CONST_USERS_SYSTEM_REQUISITE_CODE SYSRES_CONST_USERS_USER_ACCESS_RIGHTS_TYPR_REQUISITE_CODE SYSRES_CONST_USERS_USER_AUTHENTICATION_REQUISITE_CODE SYSRES_CONST_USERS_USER_COMPONENT_REQUISITE_CODE SYSRES_CONST_USERS_USER_GROUP_REQUISITE_CODE SYSRES_CONST_USERS_VIEW_CERTIFICATES_ACTION_NAME SYSRES_CONST_VIEW_DEFAULT_CODE SYSRES_CONST_VIEW_DEFAULT_NAME SYSRES_CONST_VIEWER_REQUISITE_CODE SYSRES_CONST_WAITING_BLOCK_DESCRIPTION SYSRES_CONST_WIZARD_FORM_LABEL_TEST_STRING  SYSRES_CONST_WIZARD_QUERY_PARAM_HEIGHT_ETALON_STRING SYSRES_CONST_WIZARD_REFERENCE_COMMENT_REQUISITE_CODE SYSRES_CONST_WORK_RULES_DESCRIPTION_REQUISITE_CODE SYSRES_CONST_WORK_TIME_CALENDAR_REFERENCE_CODE SYSRES_CONST_WORK_WORKFLOW_HARD_ROUTE_TYPE_VALUE SYSRES_CONST_WORK_WORKFLOW_HARD_ROUTE_TYPE_VALUE_CODE SYSRES_CONST_WORK_WORKFLOW_HARD_ROUTE_TYPE_VALUE_CODE_RUS SYSRES_CONST_WORK_WORKFLOW_SOFT_ROUTE_TYPE_VALUE_CODE_RUS SYSRES_CONST_WORKFLOW_ROUTE_TYPR_HARD SYSRES_CONST_WORKFLOW_ROUTE_TYPR_SOFT SYSRES_CONST_XML_ENCODING SYSRES_CONST_XREC_STAT_REQUISITE_CODE SYSRES_CONST_XRECID_FIELD_NAME SYSRES_CONST_YES SYSRES_CONST_YES_NO_2_REQUISITE_CODE SYSRES_CONST_YES_NO_REQUISITE_CODE SYSRES_CONST_YES_NO_T_REF_TYPE_REQUISITE_CODE SYSRES_CONST_YES_PICK_VALUE SYSRES_CONST_YES_VALUE CR FALSE nil NO_VALUE NULL TAB TRUE YES_VALUE ADMINISTRATORS_GROUP_NAME CUSTOMIZERS_GROUP_NAME DEVELOPERS_GROUP_NAME SERVICE_USERS_GROUP_NAME DECISION_BLOCK_FIRST_OPERAND_PROPERTY DECISION_BLOCK_NAME_PROPERTY DECISION_BLOCK_OPERATION_PROPERTY DECISION_BLOCK_RESULT_TYPE_PROPERTY DECISION_BLOCK_SECOND_OPERAND_PROPERTY ANY_FILE_EXTENTION COMPRESSED_DOCUMENT_EXTENSION EXTENDED_DOCUMENT_EXTENSION SHORT_COMPRESSED_DOCUMENT_EXTENSION SHORT_EXTENDED_DOCUMENT_EXTENSION JOB_BLOCK_ABORT_DEADLINE_PROPERTY JOB_BLOCK_AFTER_FINISH_EVENT JOB_BLOCK_AFTER_QUERY_PARAMETERS_EVENT JOB_BLOCK_ATTACHMENT_PROPERTY JOB_BLOCK_ATTACHMENTS_RIGHTS_GROUP_PROPERTY JOB_BLOCK_ATTACHMENTS_RIGHTS_TYPE_PROPERTY JOB_BLOCK_BEFORE_QUERY_PARAMETERS_EVENT JOB_BLOCK_BEFORE_START_EVENT JOB_BLOCK_CREATED_JOBS_PROPERTY JOB_BLOCK_DEADLINE_PROPERTY JOB_BLOCK_EXECUTION_RESULTS_PROPERTY JOB_BLOCK_IS_PARALLEL_PROPERTY JOB_BLOCK_IS_RELATIVE_ABORT_DEADLINE_PROPERTY JOB_BLOCK_IS_RELATIVE_DEADLINE_PROPERTY JOB_BLOCK_JOB_TEXT_PROPERTY JOB_BLOCK_NAME_PROPERTY JOB_BLOCK_NEED_SIGN_ON_PERFORM_PROPERTY JOB_BLOCK_PERFORMER_PROPERTY JOB_BLOCK_RELATIVE_ABORT_DEADLINE_TYPE_PROPERTY JOB_BLOCK_RELATIVE_DEADLINE_TYPE_PROPERTY JOB_BLOCK_SUBJECT_PROPERTY ENGLISH_LANGUAGE_CODE RUSSIAN_LANGUAGE_CODE smHidden smMaximized smMinimized smNormal wmNo wmYes COMPONENT_TOKEN_LINK_KIND DOCUMENT_LINK_KIND EDOCUMENT_LINK_KIND FOLDER_LINK_KIND JOB_LINK_KIND REFERENCE_LINK_KIND TASK_LINK_KIND COMPONENT_TOKEN_LOCK_TYPE EDOCUMENT_VERSION_LOCK_TYPE MONITOR_BLOCK_AFTER_FINISH_EVENT MONITOR_BLOCK_BEFORE_START_EVENT MONITOR_BLOCK_DEADLINE_PROPERTY MONITOR_BLOCK_INTERVAL_PROPERTY MONITOR_BLOCK_INTERVAL_TYPE_PROPERTY MONITOR_BLOCK_IS_RELATIVE_DEADLINE_PROPERTY MONITOR_BLOCK_NAME_PROPERTY MONITOR_BLOCK_RELATIVE_DEADLINE_TYPE_PROPERTY MONITOR_BLOCK_SEARCH_SCRIPT_PROPERTY NOTICE_BLOCK_AFTER_FINISH_EVENT NOTICE_BLOCK_ATTACHMENT_PROPERTY NOTICE_BLOCK_ATTACHMENTS_RIGHTS_GROUP_PROPERTY NOTICE_BLOCK_ATTACHMENTS_RIGHTS_TYPE_PROPERTY NOTICE_BLOCK_BEFORE_START_EVENT NOTICE_BLOCK_CREATED_NOTICES_PROPERTY NOTICE_BLOCK_DEADLINE_PROPERTY NOTICE_BLOCK_IS_RELATIVE_DEADLINE_PROPERTY NOTICE_BLOCK_NAME_PROPERTY NOTICE_BLOCK_NOTICE_TEXT_PROPERTY NOTICE_BLOCK_PERFORMER_PROPERTY NOTICE_BLOCK_RELATIVE_DEADLINE_TYPE_PROPERTY NOTICE_BLOCK_SUBJECT_PROPERTY dseAfterCancel dseAfterClose dseAfterDelete dseAfterDeleteOutOfTransaction dseAfterInsert dseAfterOpen dseAfterScroll dseAfterUpdate dseAfterUpdateOutOfTransaction dseBeforeCancel dseBeforeClose dseBeforeDelete dseBeforeDetailUpdate dseBeforeInsert dseBeforeOpen dseBeforeUpdate dseOnAnyRequisiteChange dseOnCloseRecord dseOnDeleteError dseOnOpenRecord dseOnPrepareUpdate dseOnUpdateError dseOnUpdateRatifiedRecord dseOnValidDelete dseOnValidUpdate reOnChange reOnChangeValues SELECTION_BEGIN_ROUTE_EVENT SELECTION_END_ROUTE_EVENT CURRENT_PERIOD_IS_REQUIRED PREVIOUS_CARD_TYPE_NAME SHOW_RECORD_PROPERTIES_FORM ACCESS_RIGHTS_SETTING_DIALOG_CODE ADMINISTRATOR_USER_CODE ANALYTIC_REPORT_TYPE asrtHideLocal asrtHideRemote CALCULATED_ROLE_TYPE_CODE COMPONENTS_REFERENCE_DEVELOPER_VIEW_CODE DCTS_TEST_PROTOCOLS_FOLDER_PATH E_EDOC_VERSION_ALREADY_APPROVINGLY_SIGNED E_EDOC_VERSION_ALREADY_APPROVINGLY_SIGNED_BY_USER 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deactivate declare declare_constvalue declare_dimensions declare_fundamental_dimensions declare_fundamental_units declare_qty declare_translated declare_unit_conversion declare_units declare_weights decsym defcon define define_alt_display define_variable defint defmatch defrule defstruct deftaylor degree_sequence del delete deleten delta demo demoivre denom depends derivdegree derivlist describe desolve determinant dfloat dgauss_a dgauss_b dgeev dgemm dgeqrf dgesv dgesvd diag diagmatrix diag_matrix diagmatrixp diameter diff digitcharp dimacs_export dimacs_import dimension dimensionless dimensions dimensions_as_list direct directory discrete_freq disjoin disjointp disolate disp dispcon dispform dispfun dispJordan display disprule dispterms distrib divide divisors divsum dkummer_m dkummer_u dlange dodecahedron_graph dotproduct dotsimp dpart draw draw2d draw3d drawdf draw_file draw_graph dscalar echelon edge_coloring edge_connectivity edges eigens_by_jacobi eigenvalues eigenvectors eighth einstein eivals eivects elapsed_real_time elapsed_run_time ele2comp ele2polynome ele2pui elem elementp elevation_grid elim elim_allbut eliminate eliminate_using ellipse elliptic_e elliptic_ec elliptic_eu elliptic_f elliptic_kc elliptic_pi ematrix empty_graph emptyp endcons entermatrix entertensor entier equal equalp equiv_classes erf erfc erf_generalized erfi errcatch error errormsg errors euler ev eval_string evenp every evolution evolution2d evundiff example exp expand expandwrt expandwrt_factored expint expintegral_chi expintegral_ci expintegral_e expintegral_e1 expintegral_ei expintegral_e_simplify expintegral_li expintegral_shi expintegral_si explicit explose exponentialize express expt exsec extdiff extract_linear_equations extremal_subset ezgcd %f f90 facsum factcomb factor factorfacsum factorial factorout factorsum facts fast_central_elements fast_linsolve fasttimes featurep fernfale fft fib fibtophi fifth filename_merge file_search file_type fillarray findde find_root find_root_abs find_root_error find_root_rel first fix flatten flength float floatnump floor flower_snark flush flush1deriv flushd flushnd flush_output fmin_cobyla forget fortran fourcos fourexpand fourier fourier_elim fourint fourintcos fourintsin foursimp foursin fourth fposition frame_bracket freeof freshline fresnel_c fresnel_s from_adjacency_matrix frucht_graph full_listify fullmap fullmapl fullratsimp fullratsubst fullsetify funcsolve fundamental_dimensions fundamental_units fundef funmake funp fv g0 g1 gamma gamma_greek gamma_incomplete gamma_incomplete_generalized gamma_incomplete_regularized gauss gauss_a gauss_b gaussprob gcd gcdex gcdivide gcfac gcfactor gd generalized_lambert_w genfact gen_laguerre genmatrix gensym geo_amortization geo_annuity_fv geo_annuity_pv geomap geometric geometric_mean geosum get getcurrentdirectory get_edge_weight getenv get_lu_factors get_output_stream_string get_pixel get_plot_option get_tex_environment get_tex_environment_default get_vertex_label gfactor gfactorsum ggf girth global_variances gn gnuplot_close gnuplot_replot gnuplot_reset gnuplot_restart gnuplot_start go Gosper GosperSum gr2d gr3d gradef gramschmidt graph6_decode graph6_encode graph6_export graph6_import graph_center graph_charpoly graph_eigenvalues graph_flow graph_order graph_periphery graph_product graph_size graph_union great_rhombicosidodecahedron_graph great_rhombicuboctahedron_graph grid_graph grind grobner_basis grotzch_graph hamilton_cycle hamilton_path hankel hankel_1 hankel_2 harmonic harmonic_mean hav heawood_graph hermite hessian hgfred hilbertmap hilbert_matrix hipow histogram histogram_description hodge horner hypergeometric i0 i1 %ibes ic1 ic2 ic_convert ichr1 ichr2 icosahedron_graph icosidodecahedron_graph icurvature ident identfor identity idiff idim idummy ieqn %if ifactors iframes ifs igcdex igeodesic_coords ilt image imagpart imetric implicit implicit_derivative implicit_plot indexed_tensor indices induced_subgraph inferencep inference_result infix info_display init_atensor init_ctensor in_neighbors innerproduct inpart inprod inrt integerp integer_partitions integrate intersect intersection intervalp intopois intosum invariant1 invariant2 inverse_fft inverse_jacobi_cd inverse_jacobi_cn inverse_jacobi_cs inverse_jacobi_dc inverse_jacobi_dn inverse_jacobi_ds inverse_jacobi_nc inverse_jacobi_nd inverse_jacobi_ns inverse_jacobi_sc inverse_jacobi_sd inverse_jacobi_sn invert invert_by_adjoint invert_by_lu inv_mod irr is is_biconnected is_bipartite is_connected is_digraph is_edge_in_graph is_graph is_graph_or_digraph ishow is_isomorphic isolate isomorphism is_planar isqrt isreal_p is_sconnected is_tree is_vertex_in_graph items_inference %j j0 j1 jacobi jacobian jacobi_cd jacobi_cn jacobi_cs jacobi_dc jacobi_dn jacobi_ds jacobi_nc jacobi_nd jacobi_ns jacobi_p jacobi_sc jacobi_sd jacobi_sn JF jn join jordan julia julia_set julia_sin %k kdels kdelta kill killcontext kostka kron_delta kronecker_product kummer_m kummer_u kurtosis kurtosis_bernoulli kurtosis_beta kurtosis_binomial kurtosis_chi2 kurtosis_continuous_uniform kurtosis_discrete_uniform kurtosis_exp kurtosis_f kurtosis_gamma kurtosis_general_finite_discrete kurtosis_geometric kurtosis_gumbel kurtosis_hypergeometric kurtosis_laplace kurtosis_logistic kurtosis_lognormal kurtosis_negative_binomial kurtosis_noncentral_chi2 kurtosis_noncentral_student_t kurtosis_normal kurtosis_pareto kurtosis_poisson kurtosis_rayleigh kurtosis_student_t kurtosis_weibull label labels lagrange laguerre lambda lambert_w laplace laplacian_matrix last lbfgs lc2kdt lcharp lc_l lcm lc_u ldefint ldisp ldisplay legendre_p legendre_q leinstein length let letrules letsimp levi_civita lfreeof lgtreillis lhs li liediff limit Lindstedt linear linearinterpol linear_program linear_regression line_graph linsolve listarray list_correlations listify list_matrix_entries list_nc_monomials listoftens listofvars listp lmax lmin load loadfile local locate_matrix_entry log logcontract log_gamma lopow lorentz_gauge lowercasep lpart lratsubst lreduce lriemann lsquares_estimates lsquares_estimates_approximate lsquares_estimates_exact lsquares_mse lsquares_residual_mse lsquares_residuals lsum ltreillis lu_backsub lucas lu_factor %m macroexpand macroexpand1 make_array makebox makefact makegamma make_graph make_level_picture makelist makeOrders make_poly_continent make_poly_country make_polygon make_random_state make_rgb_picture makeset make_string_input_stream make_string_output_stream make_transform mandelbrot mandelbrot_set map mapatom maplist matchdeclare matchfix mat_cond mat_fullunblocker mat_function mathml_display mat_norm matrix matrixmap matrixp matrix_size mattrace mat_trace mat_unblocker max max_clique max_degree max_flow maximize_lp max_independent_set max_matching maybe md5sum mean mean_bernoulli mean_beta mean_binomial mean_chi2 mean_continuous_uniform mean_deviation mean_discrete_uniform mean_exp mean_f mean_gamma mean_general_finite_discrete mean_geometric mean_gumbel mean_hypergeometric mean_laplace mean_logistic mean_lognormal mean_negative_binomial mean_noncentral_chi2 mean_noncentral_student_t mean_normal mean_pareto mean_poisson mean_rayleigh mean_student_t mean_weibull median median_deviation member mesh metricexpandall mgf1_sha1 min min_degree min_edge_cut minfactorial minimalPoly minimize_lp minimum_spanning_tree minor minpack_lsquares minpack_solve min_vertex_cover min_vertex_cut mkdir mnewton mod mode_declare mode_identity ModeMatrix moebius mon2schur mono monomial_dimensions multibernstein_poly multi_display_for_texinfo multi_elem multinomial multinomial_coeff multi_orbit multiplot_mode multi_pui multsym multthru mycielski_graph nary natural_unit nc_degree ncexpt ncharpoly negative_picture neighbors new newcontext newdet new_graph newline newton new_variable next_prime nicedummies niceindices ninth nofix nonarray noncentral_moment nonmetricity nonnegintegerp nonscalarp nonzeroandfreeof notequal nounify nptetrad npv nroots nterms ntermst nthroot nullity nullspace num numbered_boundaries numberp number_to_octets num_distinct_partitions numerval numfactor num_partitions nusum nzeta nzetai nzetar octets_to_number octets_to_oid odd_girth oddp ode2 ode_check odelin oid_to_octets op opena opena_binary openr openr_binary openw openw_binary operatorp opsubst optimize %or orbit orbits ordergreat ordergreatp orderless orderlessp orthogonal_complement orthopoly_recur orthopoly_weight outermap out_neighbors outofpois pade parabolic_cylinder_d parametric parametric_surface parg parGosper parse_string parse_timedate part part2cont partfrac partition partition_set partpol path_digraph path_graph pathname_directory pathname_name pathname_type pdf_bernoulli pdf_beta pdf_binomial pdf_cauchy pdf_chi2 pdf_continuous_uniform pdf_discrete_uniform pdf_exp pdf_f pdf_gamma pdf_general_finite_discrete pdf_geometric pdf_gumbel pdf_hypergeometric pdf_laplace pdf_logistic pdf_lognormal pdf_negative_binomial pdf_noncentral_chi2 pdf_noncentral_student_t pdf_normal pdf_pareto pdf_poisson pdf_rank_sum pdf_rayleigh pdf_signed_rank pdf_student_t pdf_weibull pearson_skewness permanent permut permutation permutations petersen_graph petrov pickapart picture_equalp picturep piechart piechart_description planar_embedding playback plog plot2d plot3d plotdf ploteq plsquares pochhammer points poisdiff poisexpt poisint poismap poisplus poissimp poissubst poistimes poistrim polar polarform polartorect polar_to_xy poly_add poly_buchberger poly_buchberger_criterion poly_colon_ideal poly_content polydecomp poly_depends_p poly_elimination_ideal poly_exact_divide poly_expand poly_expt poly_gcd polygon poly_grobner poly_grobner_equal poly_grobner_member poly_grobner_subsetp poly_ideal_intersection poly_ideal_polysaturation poly_ideal_polysaturation1 poly_ideal_saturation poly_ideal_saturation1 poly_lcm poly_minimization polymod poly_multiply polynome2ele polynomialp poly_normal_form poly_normalize poly_normalize_list poly_polysaturation_extension poly_primitive_part poly_pseudo_divide poly_reduced_grobner poly_reduction poly_saturation_extension poly_s_polynomial poly_subtract polytocompanion pop postfix potential power_mod powerseries powerset prefix prev_prime primep primes principal_components print printf printfile print_graph printpois printprops prodrac product properties propvars psi psubst ptriangularize pui pui2comp pui2ele pui2polynome pui_direct puireduc push put pv qput qrange qty quad_control quad_qag quad_qagi quad_qagp quad_qags quad_qawc quad_qawf quad_qawo quad_qaws quadrilateral quantile quantile_bernoulli quantile_beta quantile_binomial quantile_cauchy quantile_chi2 quantile_continuous_uniform quantile_discrete_uniform quantile_exp quantile_f quantile_gamma quantile_general_finite_discrete quantile_geometric quantile_gumbel quantile_hypergeometric quantile_laplace quantile_logistic quantile_lognormal quantile_negative_binomial quantile_noncentral_chi2 quantile_noncentral_student_t quantile_normal quantile_pareto quantile_poisson quantile_rayleigh quantile_student_t quantile_weibull quartile_skewness quit qunit quotient racah_v racah_w radcan radius random random_bernoulli random_beta random_binomial random_bipartite_graph random_cauchy random_chi2 random_continuous_uniform random_digraph random_discrete_uniform random_exp random_f random_gamma random_general_finite_discrete random_geometric random_graph random_graph1 random_gumbel random_hypergeometric random_laplace random_logistic random_lognormal random_negative_binomial random_network random_noncentral_chi2 random_noncentral_student_t random_normal random_pareto random_permutation random_poisson random_rayleigh random_regular_graph random_student_t random_tournament random_tree random_weibull range rank rat ratcoef ratdenom ratdiff ratdisrep ratexpand ratinterpol rational rationalize ratnumer ratnump ratp ratsimp ratsubst ratvars ratweight read read_array read_binary_array read_binary_list read_binary_matrix readbyte readchar read_hashed_array readline read_list read_matrix read_nested_list readonly read_xpm real_imagpart_to_conjugate realpart realroots rearray rectangle rectform rectform_log_if_constant recttopolar rediff reduce_consts reduce_order region region_boundaries region_boundaries_plus rem remainder remarray rembox remcomps remcon remcoord remfun remfunction remlet remove remove_constvalue remove_dimensions remove_edge remove_fundamental_dimensions remove_fundamental_units remove_plot_option remove_vertex rempart remrule remsym remvalue rename rename_file reset reset_displays residue resolvante resolvante_alternee1 resolvante_bipartite resolvante_diedrale resolvante_klein resolvante_klein3 resolvante_produit_sym resolvante_unitaire resolvante_vierer rest resultant return reveal reverse revert revert2 rgb2level rhs ricci riemann rinvariant risch rk rmdir rncombine romberg room rootscontract round row rowop rowswap rreduce run_testsuite %s save saving scalarp scaled_bessel_i scaled_bessel_i0 scaled_bessel_i1 scalefactors scanmap scatterplot scatterplot_description scene schur2comp sconcat scopy scsimp scurvature sdowncase sec sech second sequal sequalignore set_alt_display setdifference set_draw_defaults set_edge_weight setelmx setequalp setify setp set_partitions set_plot_option set_prompt set_random_state set_tex_environment set_tex_environment_default setunits setup_autoload set_up_dot_simplifications set_vertex_label seventh sexplode sf sha1sum sha256sum shortest_path shortest_weighted_path show showcomps showratvars sierpinskiale sierpinskimap sign signum similaritytransform simp_inequality simplify_sum simplode simpmetderiv simtran sin sinh sinsert sinvertcase sixth skewness skewness_bernoulli skewness_beta skewness_binomial skewness_chi2 skewness_continuous_uniform skewness_discrete_uniform skewness_exp skewness_f skewness_gamma skewness_general_finite_discrete skewness_geometric skewness_gumbel skewness_hypergeometric skewness_laplace skewness_logistic skewness_lognormal skewness_negative_binomial skewness_noncentral_chi2 skewness_noncentral_student_t skewness_normal skewness_pareto skewness_poisson skewness_rayleigh skewness_student_t skewness_weibull slength smake small_rhombicosidodecahedron_graph small_rhombicuboctahedron_graph smax smin smismatch snowmap snub_cube_graph snub_dodecahedron_graph solve solve_rec solve_rec_rat some somrac sort sparse6_decode sparse6_encode sparse6_export sparse6_import specint spherical spherical_bessel_j spherical_bessel_y spherical_hankel1 spherical_hankel2 spherical_harmonic spherical_to_xyz splice split sposition sprint sqfr sqrt sqrtdenest sremove sremovefirst sreverse ssearch ssort sstatus ssubst ssubstfirst staircase standardize standardize_inverse_trig starplot starplot_description status std std1 std_bernoulli std_beta std_binomial std_chi2 std_continuous_uniform std_discrete_uniform std_exp std_f std_gamma std_general_finite_discrete std_geometric std_gumbel std_hypergeometric std_laplace std_logistic std_lognormal std_negative_binomial std_noncentral_chi2 std_noncentral_student_t std_normal std_pareto std_poisson std_rayleigh std_student_t std_weibull stemplot stirling stirling1 stirling2 strim striml strimr string stringout stringp strong_components struve_h struve_l sublis sublist sublist_indices submatrix subsample subset subsetp subst substinpart subst_parallel substpart substring subvar subvarp sum sumcontract summand_to_rec supcase supcontext symbolp symmdifference symmetricp system take_channel take_inference tan tanh taylor taylorinfo taylorp taylor_simplifier taytorat tcl_output tcontract tellrat tellsimp tellsimpafter tentex tenth test_mean test_means_difference test_normality test_proportion test_proportions_difference test_rank_sum test_sign test_signed_rank test_variance test_variance_ratio tex tex1 tex_display texput %th third throw time timedate timer timer_info tldefint tlimit todd_coxeter toeplitz tokens to_lisp topological_sort to_poly to_poly_solve totaldisrep totalfourier totient tpartpol trace tracematrix trace_options transform_sample translate translate_file transpose treefale tree_reduce treillis treinat triangle triangularize trigexpand trigrat trigreduce trigsimp trunc truncate truncated_cube_graph truncated_dodecahedron_graph truncated_icosahedron_graph truncated_tetrahedron_graph tr_warnings_get tube tutte_graph ueivects uforget ultraspherical underlying_graph undiff union unique uniteigenvectors unitp units unit_step unitvector unorder unsum untellrat untimer untrace uppercasep uricci uriemann uvect vandermonde_matrix var var1 var_bernoulli var_beta var_binomial var_chi2 var_continuous_uniform var_discrete_uniform var_exp var_f var_gamma var_general_finite_discrete var_geometric var_gumbel var_hypergeometric var_laplace var_logistic var_lognormal var_negative_binomial var_noncentral_chi2 var_noncentral_student_t var_normal var_pareto var_poisson var_rayleigh var_student_t var_weibull vector vectorpotential vectorsimp verbify vers vertex_coloring vertex_connectivity vertex_degree vertex_distance vertex_eccentricity vertex_in_degree vertex_out_degree vertices vertices_to_cycle vertices_to_path %w weyl wheel_graph wiener_index wigner_3j wigner_6j wigner_9j with_stdout write_binary_data writebyte write_data writefile wronskian xreduce xthru %y Zeilberger zeroequiv zerofor zeromatrix zeromatrixp zeta zgeev zheev zlange zn_add_table zn_carmichael_lambda zn_characteristic_factors zn_determinant zn_factor_generators zn_invert_by_lu zn_log zn_mult_table absboxchar activecontexts adapt_depth additive adim aform algebraic algepsilon algexact aliases allbut all_dotsimp_denoms allocation allsym alphabetic animation antisymmetric arrays askexp assume_pos assume_pos_pred assumescalar asymbol atomgrad atrig1 axes axis_3d axis_bottom axis_left axis_right axis_top azimuth background background_color backsubst berlefact bernstein_explicit besselexpand 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erf_representation errormsg error_size error_syms error_type %e_to_numlog eval even evenfun evflag evfun ev_point expandwrt_denom expintexpand expintrep expon expop exptdispflag exptisolate exptsubst facexpand facsum_combine factlim factorflag factorial_expand factors_only fb feature features file_name file_output_append file_search_demo file_search_lisp file_search_maxima|10 file_search_tests file_search_usage file_type_lisp file_type_maxima|10 fill_color fill_density filled_func fixed_vertices flipflag float2bf font font_size fortindent fortspaces fpprec fpprintprec functions gamma_expand gammalim gdet genindex gensumnum GGFCFMAX GGFINFINITY globalsolve gnuplot_command gnuplot_curve_styles gnuplot_curve_titles gnuplot_default_term_command gnuplot_dumb_term_command gnuplot_file_args gnuplot_file_name gnuplot_out_file gnuplot_pdf_term_command gnuplot_pm3d gnuplot_png_term_command gnuplot_postamble gnuplot_preamble gnuplot_ps_term_command gnuplot_svg_term_command gnuplot_term gnuplot_view_args Gosper_in_Zeilberger gradefs grid grid2d grind halfangles head_angle head_both head_length head_type height hypergeometric_representation %iargs ibase icc1 icc2 icounter idummyx ieqnprint ifb ifc1 ifc2 ifg ifgi ifr iframe_bracket_form ifri igeowedge_flag ikt1 ikt2 imaginary inchar increasing infeval infinity inflag infolists inm inmc1 inmc2 intanalysis integer integervalued integrate_use_rootsof integration_constant integration_constant_counter interpolate_color intfaclim ip_grid ip_grid_in irrational isolate_wrt_times iterations itr julia_parameter %k1 %k2 keepfloat key key_pos kinvariant kt label label_alignment label_orientation labels lassociative lbfgs_ncorrections lbfgs_nfeval_max leftjust legend letrat let_rule_packages lfg lg lhospitallim limsubst linear linear_solver linechar linel|10 linenum line_type linewidth line_width linsolve_params linsolvewarn lispdisp listarith listconstvars listdummyvars lmxchar load_pathname loadprint logabs logarc logcb 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+	 */
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diff --git a/src/_site/site_libs/revealjs/plugin/highlight/monokai.css b/src/_site/site_libs/revealjs/plugin/highlight/monokai.css
new file mode 100644
index 0000000000000000000000000000000000000000..af24834a99e79b9394aec92d0ae6e1de54162b85
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/highlight/monokai.css
@@ -0,0 +1,71 @@
+/*
+Monokai style - ported by Luigi Maselli - http://grigio.org
+*/
+
+.hljs {
+  display: block;
+  overflow-x: auto;
+  padding: 0.5em;
+  background: #272822;
+  color: #ddd;
+}
+
+.hljs-tag,
+.hljs-keyword,
+.hljs-selector-tag,
+.hljs-literal,
+.hljs-strong,
+.hljs-name {
+  color: #f92672;
+}
+
+.hljs-code {
+  color: #66d9ef;
+}
+
+.hljs-class .hljs-title {
+  color: white;
+}
+
+.hljs-attribute,
+.hljs-symbol,
+.hljs-regexp,
+.hljs-link {
+  color: #bf79db;
+}
+
+.hljs-string,
+.hljs-bullet,
+.hljs-subst,
+.hljs-title,
+.hljs-section,
+.hljs-emphasis,
+.hljs-type,
+.hljs-built_in,
+.hljs-builtin-name,
+.hljs-selector-attr,
+.hljs-selector-pseudo,
+.hljs-addition,
+.hljs-variable,
+.hljs-template-tag,
+.hljs-template-variable {
+  color: #a6e22e;
+}
+
+.hljs-comment,
+.hljs-quote,
+.hljs-deletion,
+.hljs-meta {
+  color: #75715e;
+}
+
+.hljs-keyword,
+.hljs-selector-tag,
+.hljs-literal,
+.hljs-doctag,
+.hljs-title,
+.hljs-section,
+.hljs-type,
+.hljs-selector-id {
+  font-weight: bold;
+}
diff --git a/src/_site/site_libs/revealjs/plugin/highlight/plugin.js b/src/_site/site_libs/revealjs/plugin/highlight/plugin.js
new file mode 100644
index 0000000000000000000000000000000000000000..26a7f93ba598f87f4a675b62acec505f7f6cd686
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/highlight/plugin.js
@@ -0,0 +1,439 @@
+import hljs from 'highlight.js';
+
+/* highlightjs-line-numbers.js 2.8.0 | (C) 2018 Yauheni Pakala | MIT License | github.com/wcoder/highlightjs-line-numbers.js */
+!function(r,o){"use strict";var e,i="hljs-ln",l="hljs-ln-line",h="hljs-ln-code",s="hljs-ln-numbers",c="hljs-ln-n",m="data-line-number",a=/\r\n|\r|\n/g;function u(e){for(var n=e.toString(),t=e.anchorNode;"TD"!==t.nodeName;)t=t.parentNode;for(var r=e.focusNode;"TD"!==r.nodeName;)r=r.parentNode;var o=parseInt(t.dataset.lineNumber),a=parseInt(r.dataset.lineNumber);if(o==a)return n;var i,l=t.textContent,s=r.textContent;for(a<o&&(i=o,o=a,a=i,i=l,l=s,s=i);0!==n.indexOf(l);)l=l.slice(1);for(;-1===n.lastIndexOf(s);)s=s.slice(0,-1);for(var c=l,u=function(e){for(var n=e;"TABLE"!==n.nodeName;)n=n.parentNode;return n}(t),d=o+1;d<a;++d){var f=p('.{0}[{1}="{2}"]',[h,m,d]);c+="\n"+u.querySelector(f).textContent}return c+="\n"+s}function n(e){try{var n=o.querySelectorAll("code.hljs,code.nohighlight");for(var t in n)n.hasOwnProperty(t)&&(n[t].classList.contains("nohljsln")||d(n[t],e))}catch(e){r.console.error("LineNumbers error: ",e)}}function d(e,n){if("object"==typeof e)e.innerHTML=f(e,n)}function f(e,n){var t,r,o=(t=e,{singleLine:function(e){return!!e.singleLine&&e.singleLine}(r=(r=n)||{}),startFrom:function(e,n){var t=1;isFinite(n.startFrom)&&(t=n.startFrom);var r=function(e,n){return e.hasAttribute(n)?e.getAttribute(n):null}(e,"data-ln-start-from");return null!==r&&(t=function(e,n){if(!e)return n;var t=Number(e);return isFinite(t)?t:n}(r,1)),t}(t,r)});return function e(n){var t=n.childNodes;for(var r in t){var o;t.hasOwnProperty(r)&&(o=t[r],0<(o.textContent.trim().match(a)||[]).length&&(0<o.childNodes.length?e(o):v(o.parentNode)))}}(e),function(e,n){var t=g(e);""===t[t.length-1].trim()&&t.pop();if(1<t.length||n.singleLine){for(var r="",o=0,a=t.length;o<a;o++)r+=p('<tr><td class="{0} {1}" {3}="{5}"><div class="{2}" {3}="{5}"></div></td><td class="{0} {4}" {3}="{5}">{6}</td></tr>',[l,s,c,m,h,o+n.startFrom,0<t[o].length?t[o]:" "]);return p('<table class="{0}">{1}</table>',[i,r])}return e}(e.innerHTML,o)}function v(e){var n=e.className;if(/hljs-/.test(n)){for(var t=g(e.innerHTML),r=0,o="";r<t.length;r++){o+=p('<span class="{0}">{1}</span>\n',[n,0<t[r].length?t[r]:" "])}e.innerHTML=o.trim()}}function g(e){return 0===e.length?[]:e.split(a)}function p(e,t){return e.replace(/\{(\d+)\}/g,function(e,n){return void 0!==t[n]?t[n]:e})}hljs?(hljs.initLineNumbersOnLoad=function(e){"interactive"===o.readyState||"complete"===o.readyState?n(e):r.addEventListener("DOMContentLoaded",function(){n(e)})},hljs.lineNumbersBlock=d,hljs.lineNumbersValue=function(e,n){if("string"!=typeof e)return;var t=document.createElement("code");return t.innerHTML=e,f(t,n)},(e=o.createElement("style")).type="text/css",e.innerHTML=p(".{0}{border-collapse:collapse}.{0} td{padding:0}.{1}:before{content:attr({2})}",[i,c,m]),o.getElementsByTagName("head")[0].appendChild(e)):r.console.error("highlight.js not detected!"),document.addEventListener("copy",function(e){var n,t=window.getSelection();!function(e){for(var n=e;n;){if(n.className&&-1!==n.className.indexOf("hljs-ln-code"))return 1;n=n.parentNode}}(t.anchorNode)||(n=-1!==window.navigator.userAgent.indexOf("Edge")?u(t):t.toString(),e.clipboardData.setData("text/plain",n),e.preventDefault())})}(window,document);
+
+
+/*!
+ * reveal.js plugin that adds syntax highlight support.
+ */
+
+const Plugin = {
+
+	id: 'highlight',
+
+	HIGHLIGHT_STEP_DELIMITER: '|',
+	HIGHLIGHT_LINE_DELIMITER: ',',
+	HIGHLIGHT_LINE_RANGE_DELIMITER: '-',
+
+	hljs,
+
+	/**
+	 * Highlights code blocks within the given deck.
+	 *
+	 * Note that this can be called multiple times if
+	 * there are multiple presentations on one page.
+	 *
+	 * @param {Reveal} reveal the reveal.js instance
+	 */
+	init: function( reveal ) {
+
+		// Read the plugin config options and provide fallbacks
+		let config = reveal.getConfig().highlight || {};
+
+		config.highlightOnLoad = typeof config.highlightOnLoad === 'boolean' ? config.highlightOnLoad : true;
+		config.escapeHTML = typeof config.escapeHTML === 'boolean' ? config.escapeHTML : true;
+
+		Array.from( reveal.getRevealElement().querySelectorAll( 'pre code' ) ).forEach( block => {
+
+			block.parentNode.classList.add('code-wrapper');
+
+			// Code can optionally be wrapped in script template to avoid
+			// HTML being parsed by the browser (i.e. when you need to
+			// include <, > or & in your code).
+			let substitute = block.querySelector( 'script[type="text/template"]' );
+			if( substitute ) {
+				// textContent handles the HTML entity escapes for us
+				block.textContent = substitute.innerHTML;
+			}
+
+			// Trim whitespace if the "data-trim" attribute is present
+			if( block.hasAttribute( 'data-trim' ) && typeof block.innerHTML.trim === 'function' ) {
+				block.innerHTML = betterTrim( block );
+			}
+
+			// Escape HTML tags unless the "data-noescape" attrbute is present
+			if( config.escapeHTML && !block.hasAttribute( 'data-noescape' )) {
+				block.innerHTML = block.innerHTML.replace( /</g,"&lt;").replace(/>/g, '&gt;' );
+			}
+
+			// Re-highlight when focus is lost (for contenteditable code)
+			block.addEventListener( 'focusout', function( event ) {
+				hljs.highlightElement( event.currentTarget );
+			}, false );
+
+		} );
+
+		// Triggers a callback function before we trigger highlighting
+		if( typeof config.beforeHighlight === 'function' ) {
+			config.beforeHighlight( hljs );
+		}
+
+		// Run initial highlighting for all code
+		if( config.highlightOnLoad ) {
+			Array.from( reveal.getRevealElement().querySelectorAll( 'pre code' ) ).forEach( block => {
+				Plugin.highlightBlock( block );
+			} );
+		}
+
+		// If we're printing to PDF, scroll the code highlights of
+		// all blocks in the deck into view at once
+		reveal.on( 'pdf-ready', function() {
+			[].slice.call( reveal.getRevealElement().querySelectorAll( 'pre code[data-line-numbers].current-fragment' ) ).forEach( function( block ) {
+				Plugin.scrollHighlightedLineIntoView( block, {}, true );
+			} );
+		} );
+
+	},
+
+	/**
+	 * Highlights a code block. If the <code> node has the
+	 * 'data-line-numbers' attribute we also generate slide
+	 * numbers.
+	 *
+	 * If the block contains multiple line highlight steps,
+	 * we clone the block and create a fragment for each step.
+	 */
+	highlightBlock: function( block ) {
+
+		hljs.highlightElement( block );
+
+		// Don't generate line numbers for empty code blocks
+		if( block.innerHTML.trim().length === 0 ) return;
+
+		if( block.hasAttribute( 'data-line-numbers' ) ) {
+			hljs.lineNumbersBlock( block, { singleLine: true } );
+
+			var scrollState = { currentBlock: block };
+
+			// If there is more than one highlight step, generate
+			// fragments
+			var highlightSteps = Plugin.deserializeHighlightSteps( block.getAttribute( 'data-line-numbers' ) );
+			if( highlightSteps.length > 1 ) {
+
+				// If the original code block has a fragment-index,
+				// each clone should follow in an incremental sequence
+				var fragmentIndex = parseInt( block.getAttribute( 'data-fragment-index' ), 10 );
+
+				if( typeof fragmentIndex !== 'number' || isNaN( fragmentIndex ) ) {
+					fragmentIndex = null;
+				}
+
+				// Generate fragments for all steps except the original block
+				highlightSteps.slice(1).forEach( function( highlight ) {
+
+					var fragmentBlock = block.cloneNode( true );
+					fragmentBlock.setAttribute( 'data-line-numbers', Plugin.serializeHighlightSteps( [ highlight ] ) );
+					fragmentBlock.classList.add( 'fragment' );
+					block.parentNode.appendChild( fragmentBlock );
+					Plugin.highlightLines( fragmentBlock );
+
+					if( typeof fragmentIndex === 'number' ) {
+						fragmentBlock.setAttribute( 'data-fragment-index', fragmentIndex );
+						fragmentIndex += 1;
+					}
+					else {
+						fragmentBlock.removeAttribute( 'data-fragment-index' );
+					}
+
+					// Scroll highlights into view as we step through them
+					fragmentBlock.addEventListener( 'visible', Plugin.scrollHighlightedLineIntoView.bind( Plugin, fragmentBlock, scrollState ) );
+					fragmentBlock.addEventListener( 'hidden', Plugin.scrollHighlightedLineIntoView.bind( Plugin, fragmentBlock.previousElementSibling, scrollState ) );
+
+				} );
+
+				block.removeAttribute( 'data-fragment-index' );
+				block.setAttribute( 'data-line-numbers', Plugin.serializeHighlightSteps( [ highlightSteps[0] ] ) );
+
+			}
+
+			// Scroll the first highlight into view when the slide
+			// becomes visible. Note supported in IE11 since it lacks
+			// support for Element.closest.
+			var slide = typeof block.closest === 'function' ? block.closest( 'section:not(.stack)' ) : null;
+			if( slide ) {
+				var scrollFirstHighlightIntoView = function() {
+					Plugin.scrollHighlightedLineIntoView( block, scrollState, true );
+					slide.removeEventListener( 'visible', scrollFirstHighlightIntoView );
+				}
+				slide.addEventListener( 'visible', scrollFirstHighlightIntoView );
+			}
+
+			Plugin.highlightLines( block );
+
+		}
+
+	},
+
+	/**
+	 * Animates scrolling to the first highlighted line
+	 * in the given code block.
+	 */
+	scrollHighlightedLineIntoView: function( block, scrollState, skipAnimation ) {
+
+		cancelAnimationFrame( scrollState.animationFrameID );
+
+		// Match the scroll position of the currently visible
+		// code block
+		if( scrollState.currentBlock ) {
+			block.scrollTop = scrollState.currentBlock.scrollTop;
+		}
+
+		// Remember the current code block so that we can match
+		// its scroll position when showing/hiding fragments
+		scrollState.currentBlock = block;
+
+		var highlightBounds = this.getHighlightedLineBounds( block )
+		var viewportHeight = block.offsetHeight;
+
+		// Subtract padding from the viewport height
+		var blockStyles = getComputedStyle( block );
+		viewportHeight -= parseInt( blockStyles.paddingTop ) + parseInt( blockStyles.paddingBottom );
+
+		// Scroll position which centers all highlights
+		var startTop = block.scrollTop;
+		var targetTop = highlightBounds.top + ( Math.min( highlightBounds.bottom - highlightBounds.top, viewportHeight ) - viewportHeight ) / 2;
+
+		// Account for offsets in position applied to the
+		// <table> that holds our lines of code
+		var lineTable = block.querySelector( '.hljs-ln' );
+		if( lineTable ) targetTop += lineTable.offsetTop - parseInt( blockStyles.paddingTop );
+
+		// Make sure the scroll target is within bounds
+		targetTop = Math.max( Math.min( targetTop, block.scrollHeight - viewportHeight ), 0 );
+
+		if( skipAnimation === true || startTop === targetTop ) {
+			block.scrollTop = targetTop;
+		}
+		else {
+
+			// Don't attempt to scroll if there is no overflow
+			if( block.scrollHeight <= viewportHeight ) return;
+
+			var time = 0;
+			var animate = function() {
+				time = Math.min( time + 0.02, 1 );
+
+				// Update our eased scroll position
+				block.scrollTop = startTop + ( targetTop - startTop ) * Plugin.easeInOutQuart( time );
+
+				// Keep animating unless we've reached the end
+				if( time < 1 ) {
+					scrollState.animationFrameID = requestAnimationFrame( animate );
+				}
+			};
+
+			animate();
+
+		}
+
+	},
+
+	/**
+	 * The easing function used when scrolling.
+	 */
+	easeInOutQuart: function( t ) {
+
+		// easeInOutQuart
+		return t<.5 ? 8*t*t*t*t : 1-8*(--t)*t*t*t;
+
+	},
+
+	getHighlightedLineBounds: function( block ) {
+
+		var highlightedLines = block.querySelectorAll( '.highlight-line' );
+		if( highlightedLines.length === 0 ) {
+			return { top: 0, bottom: 0 };
+		}
+		else {
+			var firstHighlight = highlightedLines[0];
+			var lastHighlight = highlightedLines[ highlightedLines.length -1 ];
+
+			return {
+				top: firstHighlight.offsetTop,
+				bottom: lastHighlight.offsetTop + lastHighlight.offsetHeight
+			}
+		}
+
+	},
+
+	/**
+	 * Visually emphasize specific lines within a code block.
+	 * This only works on blocks with line numbering turned on.
+	 *
+	 * @param {HTMLElement} block a <code> block
+	 * @param {String} [linesToHighlight] The lines that should be
+	 * highlighted in this format:
+	 * "1" 		= highlights line 1
+	 * "2,5"	= highlights lines 2 & 5
+	 * "2,5-7"	= highlights lines 2, 5, 6 & 7
+	 */
+	highlightLines: function( block, linesToHighlight ) {
+
+		var highlightSteps = Plugin.deserializeHighlightSteps( linesToHighlight || block.getAttribute( 'data-line-numbers' ) );
+
+		if( highlightSteps.length ) {
+
+			highlightSteps[0].forEach( function( highlight ) {
+
+				var elementsToHighlight = [];
+
+				// Highlight a range
+				if( typeof highlight.end === 'number' ) {
+					elementsToHighlight = [].slice.call( block.querySelectorAll( 'table tr:nth-child(n+'+highlight.start+'):nth-child(-n+'+highlight.end+')' ) );
+				}
+				// Highlight a single line
+				else if( typeof highlight.start === 'number' ) {
+					elementsToHighlight = [].slice.call( block.querySelectorAll( 'table tr:nth-child('+highlight.start+')' ) );
+				}
+
+				if( elementsToHighlight.length ) {
+					elementsToHighlight.forEach( function( lineElement ) {
+						lineElement.classList.add( 'highlight-line' );
+					} );
+
+					block.classList.add( 'has-highlights' );
+				}
+
+			} );
+
+		}
+
+	},
+
+	/**
+	 * Parses and formats a user-defined string of line
+	 * numbers to highlight.
+	 *
+	 * @example
+	 * Plugin.deserializeHighlightSteps( '1,2|3,5-10' )
+	 * // [
+	 * //   [ { start: 1 }, { start: 2 } ],
+	 * //   [ { start: 3 }, { start: 5, end: 10 } ]
+	 * // ]
+	 */
+	deserializeHighlightSteps: function( highlightSteps ) {
+
+		// Remove whitespace
+		highlightSteps = highlightSteps.replace( /\s/g, '' );
+
+		// Divide up our line number groups
+		highlightSteps = highlightSteps.split( Plugin.HIGHLIGHT_STEP_DELIMITER );
+
+		return highlightSteps.map( function( highlights ) {
+
+			return highlights.split( Plugin.HIGHLIGHT_LINE_DELIMITER ).map( function( highlight ) {
+
+				// Parse valid line numbers
+				if( /^[\d-]+$/.test( highlight ) ) {
+
+					highlight = highlight.split( Plugin.HIGHLIGHT_LINE_RANGE_DELIMITER );
+
+					var lineStart = parseInt( highlight[0], 10 ),
+						lineEnd = parseInt( highlight[1], 10 );
+
+					if( isNaN( lineEnd ) ) {
+						return {
+							start: lineStart
+						};
+					}
+					else {
+						return {
+							start: lineStart,
+							end: lineEnd
+						};
+					}
+
+				}
+				// If no line numbers are provided, no code will be highlighted
+				else {
+
+					return {};
+
+				}
+
+			} );
+
+		} );
+
+	},
+
+	/**
+	 * Serializes parsed line number data into a string so
+	 * that we can store it in the DOM.
+	 */
+	serializeHighlightSteps: function( highlightSteps ) {
+
+		return highlightSteps.map( function( highlights ) {
+
+			return highlights.map( function( highlight ) {
+
+				// Line range
+				if( typeof highlight.end === 'number' ) {
+					return highlight.start + Plugin.HIGHLIGHT_LINE_RANGE_DELIMITER + highlight.end;
+				}
+				// Single line
+				else if( typeof highlight.start === 'number' ) {
+					return highlight.start;
+				}
+				// All lines
+				else {
+					return '';
+				}
+
+			} ).join( Plugin.HIGHLIGHT_LINE_DELIMITER );
+
+		} ).join( Plugin.HIGHLIGHT_STEP_DELIMITER );
+
+	}
+
+}
+
+// Function to perform a better "data-trim" on code snippets
+// Will slice an indentation amount on each line of the snippet (amount based on the line having the lowest indentation length)
+function betterTrim(snippetEl) {
+	// Helper functions
+	function trimLeft(val) {
+		// Adapted from https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/String/Trim#Polyfill
+		return val.replace(/^[\s\uFEFF\xA0]+/g, '');
+	}
+	function trimLineBreaks(input) {
+		var lines = input.split('\n');
+
+		// Trim line-breaks from the beginning
+		for (var i = 0; i < lines.length; i++) {
+			if (lines[i].trim() === '') {
+				lines.splice(i--, 1);
+			} else break;
+		}
+
+		// Trim line-breaks from the end
+		for (var i = lines.length-1; i >= 0; i--) {
+			if (lines[i].trim() === '') {
+				lines.splice(i, 1);
+			} else break;
+		}
+
+		return lines.join('\n');
+	}
+
+	// Main function for betterTrim()
+	return (function(snippetEl) {
+		var content = trimLineBreaks(snippetEl.innerHTML);
+		var lines = content.split('\n');
+		// Calculate the minimum amount to remove on each line start of the snippet (can be 0)
+		var pad = lines.reduce(function(acc, line) {
+			if (line.length > 0 && trimLeft(line).length > 0 && acc > line.length - trimLeft(line).length) {
+				return line.length - trimLeft(line).length;
+			}
+			return acc;
+		}, Number.POSITIVE_INFINITY);
+		// Slice each line with this amount
+		return lines.map(function(line, index) {
+			return line.slice(pad);
+		})
+		.join('\n');
+	})(snippetEl);
+}
+
+export default () => Plugin;
diff --git a/src/_site/site_libs/revealjs/plugin/highlight/zenburn.css b/src/_site/site_libs/revealjs/plugin/highlight/zenburn.css
new file mode 100644
index 0000000000000000000000000000000000000000..07be502016b467a6b0209f71f70d62a224f20da1
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/highlight/zenburn.css
@@ -0,0 +1,80 @@
+/*
+
+Zenburn style from voldmar.ru (c) Vladimir Epifanov <voldmar@voldmar.ru>
+based on dark.css by Ivan Sagalaev
+
+*/
+
+.hljs {
+  display: block;
+  overflow-x: auto;
+  padding: 0.5em;
+  background: #3f3f3f;
+  color: #dcdcdc;
+}
+
+.hljs-keyword,
+.hljs-selector-tag,
+.hljs-tag {
+  color: #e3ceab;
+}
+
+.hljs-template-tag {
+  color: #dcdcdc;
+}
+
+.hljs-number {
+  color: #8cd0d3;
+}
+
+.hljs-variable,
+.hljs-template-variable,
+.hljs-attribute {
+  color: #efdcbc;
+}
+
+.hljs-literal {
+  color: #efefaf;
+}
+
+.hljs-subst {
+  color: #8f8f8f;
+}
+
+.hljs-title,
+.hljs-name,
+.hljs-selector-id,
+.hljs-selector-class,
+.hljs-section,
+.hljs-type {
+  color: #efef8f;
+}
+
+.hljs-symbol,
+.hljs-bullet,
+.hljs-link {
+  color: #dca3a3;
+}
+
+.hljs-deletion,
+.hljs-string,
+.hljs-built_in,
+.hljs-builtin-name {
+  color: #cc9393;
+}
+
+.hljs-addition,
+.hljs-comment,
+.hljs-quote,
+.hljs-meta {
+  color: #7f9f7f;
+}
+
+
+.hljs-emphasis {
+  font-style: italic;
+}
+
+.hljs-strong {
+  font-weight: bold;
+}
diff --git a/src/_site/site_libs/revealjs/plugin/markdown/markdown.esm.js b/src/_site/site_libs/revealjs/plugin/markdown/markdown.esm.js
new file mode 100644
index 0000000000000000000000000000000000000000..174e1239e5eba6599045186cb28ac8a94d987d0f
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/markdown/markdown.esm.js
@@ -0,0 +1,7 @@
+function e(){return{async:!1,baseUrl:null,breaks:!1,extensions:null,gfm:!0,headerIds:!0,headerPrefix:"",highlight:null,hooks:null,langPrefix:"language-",mangle:!0,pedantic:!1,renderer:null,sanitize:!1,sanitizer:null,silent:!1,smartypants:!1,tokenizer:null,walkTokens:null,xhtml:!1}}let t={async:!1,baseUrl:null,breaks:!1,extensions:null,gfm:!0,headerIds:!0,headerPrefix:"",highlight:null,hooks:null,langPrefix:"language-",mangle:!0,pedantic:!1,renderer:null,sanitize:!1,sanitizer:null,silent:!1,smartypants:!1,tokenizer:null,walkTokens:null,xhtml:!1};const n=/[&<>"']/,s=new RegExp(n.source,"g"),r=/[<>"']|&(?!(#\d{1,7}|#[Xx][a-fA-F0-9]{1,6}|\w+);)/,i=new RegExp(r.source,"g"),l={"&":"&amp;","<":"&lt;",">":"&gt;",'"':"&quot;","'":"&#39;"},o=e=>l[e];function a(e,t){if(t){if(n.test(e))return e.replace(s,o)}else if(r.test(e))return e.replace(i,o);return e}const c=/&(#(?:\d+)|(?:#x[0-9A-Fa-f]+)|(?:\w+));?/gi;function h(e){return 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T={escape:/^\\([!"#$%&'()*+,\-./:;<=>?@\[\]\\^_`{|}~])/,autolink:/^<(scheme:[^\s\x00-\x1f<>]*|email)>/,url:w,tag:"^comment|^</[a-zA-Z][\\w:-]*\\s*>|^<[a-zA-Z][\\w-]*(?:attribute)*?\\s*/?>|^<\\?[\\s\\S]*?\\?>|^<![a-zA-Z]+\\s[\\s\\S]*?>|^<!\\[CDATA\\[[\\s\\S]*?\\]\\]>",link:/^!?\[(label)\]\(\s*(href)(?:\s+(title))?\s*\)/,reflink:/^!?\[(label)\]\[(ref)\]/,nolink:/^!?\[(ref)\](?:\[\])?/,reflinkSearch:"reflink|nolink(?!\\()",emStrong:{lDelim:/^(?:\*+(?:([punct_])|[^\s*]))|^_+(?:([punct*])|([^\s_]))/,rDelimAst:/^(?:[^_*\\]|\\.)*?\_\_(?:[^_*\\]|\\.)*?\*(?:[^_*\\]|\\.)*?(?=\_\_)|(?:[^*\\]|\\.)+(?=[^*])|[punct_](\*+)(?=[\s]|$)|(?:[^punct*_\s\\]|\\.)(\*+)(?=[punct_\s]|$)|[punct_\s](\*+)(?=[^punct*_\s])|[\s](\*+)(?=[punct_])|[punct_](\*+)(?=[punct_])|(?:[^punct*_\s\\]|\\.)(\*+)(?=[^punct*_\s])/,rDelimUnd:/^(?:[^_*\\]|\\.)*?\*\*(?:[^_*\\]|\\.)*?\_(?:[^_*\\]|\\.)*?(?=\*\*)|(?:[^_\\]|\\.)+(?=[^_])|[punct*](\_+)(?=[\s]|$)|(?:[^punct*_\s\\]|\\.)(\_+)(?=[punct*\s]|$)|[punct*\s](\_+)(?=[^punct*_\s])|[\s](\_+)(?=[punct*])|[punct*](\_+)(?=[punct*])/},code:/^(`+)([^`]|[^`][\s\S]*?[^`])\1(?!`)/,br:/^( {2,}|\\)\n(?!\s*$)/,del:w,text:/^(`+|[^`])(?:(?= {2,}\n)|[\s\S]*?(?:(?=[\\<!\[`*_]|\b_|$)|[^ ](?= {2,}\n)))/,punctuation:/^([\spunctuation])/};function A(e){return e.replace(/---/g,"—").replace(/--/g,"–").replace(/(^|[-\u2014/(\[{"\s])'/g,"$1‘").replace(/'/g,"’").replace(/(^|[-\u2014/(\[{\u2018\s])"/g,"$1“").replace(/"/g,"”").replace(/\.{3}/g,"…")}function E(e){let t,n,s="";const r=e.length;for(t=0;t<r;t++)n=e.charCodeAt(t),Math.random()>.5&&(n="x"+n.toString(16)),s+="&#"+n+";";return s}T._punctuation="!\"#$%&'()+\\-.,/:;<=>?@\\[\\]`^{|}~",T.punctuation=u(T.punctuation).replace(/punctuation/g,T._punctuation).getRegex(),T.blockSkip=/\[[^\]]*?\]\([^\)]*?\)|`[^`]*?`|<[^>]*?>/g,T.escapedEmSt=/(?:^|[^\\])(?:\\\\)*\\[*_]/g,T._comment=u(R._comment).replace("(?:--\x3e|$)","--\x3e").getRegex(),T.emStrong.lDelim=u(T.emStrong.lDelim).replace(/punct/g,T._punctuation).getRegex(),T.emStrong.rDelimAst=u(T.emStrong.rDelimAst,"g").replace(/punct/g,T._punctuation).getRegex(),T.emStrong.rDelimUnd=u(T.emStrong.rDelimUnd,"g").replace(/punct/g,T._punctuation).getRegex(),T._escapes=/\\([!"#$%&'()*+,\-./:;<=>?@\[\]\\^_`{|}~])/g,T._scheme=/[a-zA-Z][a-zA-Z0-9+.-]{1,31}/,T._email=/[a-zA-Z0-9.!#$%&'*+/=?^_`{|}~-]+(@)[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?(?:\.[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?)+(?![-_])/,T.autolink=u(T.autolink).replace("scheme",T._scheme).replace("email",T._email).getRegex(),T._attribute=/\s+[a-zA-Z:_][\w.:-]*(?:\s*=\s*"[^"]*"|\s*=\s*'[^']*'|\s*=\s*[^\s"'=<>`]+)?/,T.tag=u(T.tag).replace("comment",T._comment).replace("attribute",T._attribute).getRegex(),T._label=/(?:\[(?:\\.|[^\[\]\\])*\]|\\.|`[^`]*`|[^\[\]\\`])*?/,T._href=/<(?:\\.|[^\n<>\\])+>|[^\s\x00-\x1f]*/,T._title=/"(?:\\"?|[^"\\])*"|'(?:\\'?|[^'\\])*'|\((?:\\\)?|[^)\\])*\)/,T.link=u(T.link).replace("label",T._label).replace("href",T._href).replace("title",T._title).getRegex(),T.reflink=u(T.reflink).replace("label",T._label).replace("ref",R._label).getRegex(),T.nolink=u(T.nolink).replace("ref",R._label).getRegex(),T.reflinkSearch=u(T.reflinkSearch,"g").replace("reflink",T.reflink).replace("nolink",T.nolink).getRegex(),T.normal={...T},T.pedantic={...T.normal,strong:{start:/^__|\*\*/,middle:/^__(?=\S)([\s\S]*?\S)__(?!_)|^\*\*(?=\S)([\s\S]*?\S)\*\*(?!\*)/,endAst:/\*\*(?!\*)/g,endUnd:/__(?!_)/g},em:{start:/^_|\*/,middle:/^()\*(?=\S)([\s\S]*?\S)\*(?!\*)|^_(?=\S)([\s\S]*?\S)_(?!_)/,endAst:/\*(?!\*)/g,endUnd:/_(?!_)/g},link:u(/^!?\[(label)\]\((.*?)\)/).replace("label",T._label).getRegex(),reflink:u(/^!?\[(label)\]\s*\[([^\]]*)\]/).replace("label",T._label).getRegex()},T.gfm={...T.normal,escape:u(T.escape).replace("])","~|])").getRegex(),_extended_email:/[A-Za-z0-9._+-]+(@)[a-zA-Z0-9-_]+(?:\.[a-zA-Z0-9-_]*[a-zA-Z0-9])+(?![-_])/,url:/^((?:ftp|https?):\/\/|www\.)(?:[a-zA-Z0-9\-]+\.?)+[^\s<]*|^email/,_backpedal:/(?:[^?!.,:;*_'"~()&]+|\([^)]*\)|&(?![a-zA-Z0-9]+;$)|[?!.,:;*_'"~)]+(?!$))+/,del:/^(~~?)(?=[^\s~])([\s\S]*?[^\s~])\1(?=[^~]|$)/,text:/^([`~]+|[^`~])(?:(?= {2,}\n)|(?=[a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-]+@)|[\s\S]*?(?:(?=[\\<!\[`*~_]|\b_|https?:\/\/|ftp:\/\/|www\.|$)|[^ ](?= {2,}\n)|[^a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-](?=[a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-]+@)))/},T.gfm.url=u(T.gfm.url,"i").replace("email",T.gfm._extended_email).getRegex(),T.breaks={...T.gfm,br:u(T.br).replace("{2,}","*").getRegex(),text:u(T.gfm.text).replace("\\b_","\\b_| {2,}\\n").replace(/\{2,\}/g,"*").getRegex()};class v{constructor(e){this.tokens=[],this.tokens.links=Object.create(null),this.options=e||t,this.options.tokenizer=this.options.tokenizer||new S,this.tokenizer=this.options.tokenizer,this.tokenizer.options=this.options,this.tokenizer.lexer=this,this.inlineQueue=[],this.state={inLink:!1,inRawBlock:!1,top:!0};const n={block:R.normal,inline:T.normal};this.options.pedantic?(n.block=R.pedantic,n.inline=T.pedantic):this.options.gfm&&(n.block=R.gfm,this.options.breaks?n.inline=T.breaks:n.inline=T.gfm),this.tokenizer.rules=n}static get rules(){return{block:R,inline:T}}static lex(e,t){return new v(t).lex(e)}static lexInline(e,t){return new v(t).inlineTokens(e)}lex(e){let t;for(e=e.replace(/\r\n|\r/g,"\n"),this.blockTokens(e,this.tokens);t=this.inlineQueue.shift();)this.inlineTokens(t.src,t.tokens);return this.tokens}blockTokens(e,t=[]){let n,s,r,i;for(e=this.options.pedantic?e.replace(/\t/g,"    ").replace(/^ +$/gm,""):e.replace(/^( *)(\t+)/gm,((e,t,n)=>t+"    ".repeat(n.length)));e;)if(!(this.options.extensions&&this.options.extensions.block&&this.options.extensions.block.some((s=>!!(n=s.call({lexer:this},e,t))&&(e=e.substring(n.raw.length),t.push(n),!0)))))if(n=this.tokenizer.space(e))e=e.substring(n.raw.length),1===n.raw.length&&t.length>0?t[t.length-1].raw+="\n":t.push(n);else if(n=this.tokenizer.code(e))e=e.substring(n.raw.length),s=t[t.length-1],!s||"paragraph"!==s.type&&"text"!==s.type?t.push(n):(s.raw+="\n"+n.raw,s.text+="\n"+n.text,this.inlineQueue[this.inlineQueue.length-1].src=s.text);else if(n=this.tokenizer.fences(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.heading(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.hr(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.blockquote(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.list(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.html(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.def(e))e=e.substring(n.raw.length),s=t[t.length-1],!s||"paragraph"!==s.type&&"text"!==s.type?this.tokens.links[n.tag]||(this.tokens.links[n.tag]={href:n.href,title:n.title}):(s.raw+="\n"+n.raw,s.text+="\n"+n.raw,this.inlineQueue[this.inlineQueue.length-1].src=s.text);else if(n=this.tokenizer.table(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.lheading(e))e=e.substring(n.raw.length),t.push(n);else{if(r=e,this.options.extensions&&this.options.extensions.startBlock){let t=1/0;const n=e.slice(1);let s;this.options.extensions.startBlock.forEach((function(e){s=e.call({lexer:this},n),"number"==typeof s&&s>=0&&(t=Math.min(t,s))})),t<1/0&&t>=0&&(r=e.substring(0,t+1))}if(this.state.top&&(n=this.tokenizer.paragraph(r)))s=t[t.length-1],i&&"paragraph"===s.type?(s.raw+="\n"+n.raw,s.text+="\n"+n.text,this.inlineQueue.pop(),this.inlineQueue[this.inlineQueue.length-1].src=s.text):t.push(n),i=r.length!==e.length,e=e.substring(n.raw.length);else if(n=this.tokenizer.text(e))e=e.substring(n.raw.length),s=t[t.length-1],s&&"text"===s.type?(s.raw+="\n"+n.raw,s.text+="\n"+n.text,this.inlineQueue.pop(),this.inlineQueue[this.inlineQueue.length-1].src=s.text):t.push(n);else if(e){const t="Infinite loop on byte: "+e.charCodeAt(0);if(this.options.silent){console.error(t);break}throw new Error(t)}}return this.state.top=!0,t}inline(e,t=[]){return this.inlineQueue.push({src:e,tokens:t}),t}inlineTokens(e,t=[]){let n,s,r,i,l,o,a=e;if(this.tokens.links){const e=Object.keys(this.tokens.links);if(e.length>0)for(;null!=(i=this.tokenizer.rules.inline.reflinkSearch.exec(a));)e.includes(i[0].slice(i[0].lastIndexOf("[")+1,-1))&&(a=a.slice(0,i.index)+"["+$("a",i[0].length-2)+"]"+a.slice(this.tokenizer.rules.inline.reflinkSearch.lastIndex))}for(;null!=(i=this.tokenizer.rules.inline.blockSkip.exec(a));)a=a.slice(0,i.index)+"["+$("a",i[0].length-2)+"]"+a.slice(this.tokenizer.rules.inline.blockSkip.lastIndex);for(;null!=(i=this.tokenizer.rules.inline.escapedEmSt.exec(a));)a=a.slice(0,i.index+i[0].length-2)+"++"+a.slice(this.tokenizer.rules.inline.escapedEmSt.lastIndex),this.tokenizer.rules.inline.escapedEmSt.lastIndex--;for(;e;)if(l||(o=""),l=!1,!(this.options.extensions&&this.options.extensions.inline&&this.options.extensions.inline.some((s=>!!(n=s.call({lexer:this},e,t))&&(e=e.substring(n.raw.length),t.push(n),!0)))))if(n=this.tokenizer.escape(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.tag(e))e=e.substring(n.raw.length),s=t[t.length-1],s&&"text"===n.type&&"text"===s.type?(s.raw+=n.raw,s.text+=n.text):t.push(n);else if(n=this.tokenizer.link(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.reflink(e,this.tokens.links))e=e.substring(n.raw.length),s=t[t.length-1],s&&"text"===n.type&&"text"===s.type?(s.raw+=n.raw,s.text+=n.text):t.push(n);else if(n=this.tokenizer.emStrong(e,a,o))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.codespan(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.br(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.del(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.autolink(e,E))e=e.substring(n.raw.length),t.push(n);else if(this.state.inLink||!(n=this.tokenizer.url(e,E))){if(r=e,this.options.extensions&&this.options.extensions.startInline){let t=1/0;const n=e.slice(1);let s;this.options.extensions.startInline.forEach((function(e){s=e.call({lexer:this},n),"number"==typeof s&&s>=0&&(t=Math.min(t,s))})),t<1/0&&t>=0&&(r=e.substring(0,t+1))}if(n=this.tokenizer.inlineText(r,A))e=e.substring(n.raw.length),"_"!==n.raw.slice(-1)&&(o=n.raw.slice(-1)),l=!0,s=t[t.length-1],s&&"text"===s.type?(s.raw+=n.raw,s.text+=n.text):t.push(n);else if(e){const t="Infinite loop on byte: "+e.charCodeAt(0);if(this.options.silent){console.error(t);break}throw new Error(t)}}else e=e.substring(n.raw.length),t.push(n);return t}}class I{constructor(e){this.options=e||t}code(e,t,n){const s=(t||"").match(/\S*/)[0];if(this.options.highlight){const t=this.options.highlight(e,s);null!=t&&t!==e&&(n=!0,e=t)}return e=e.replace(/\n$/,"")+"\n",s?'<pre><code class="'+this.options.langPrefix+a(s)+'">'+(n?e:a(e,!0))+"</code></pre>\n":"<pre><code>"+(n?e:a(e,!0))+"</code></pre>\n"}blockquote(e){return`<blockquote>\n${e}</blockquote>\n`}html(e){return e}heading(e,t,n,s){if(this.options.headerIds){return`<h${t} id="${this.options.headerPrefix+s.slug(n)}">${e}</h${t}>\n`}return`<h${t}>${e}</h${t}>\n`}hr(){return this.options.xhtml?"<hr/>\n":"<hr>\n"}list(e,t,n){const s=t?"ol":"ul";return"<"+s+(t&&1!==n?' start="'+n+'"':"")+">\n"+e+"</"+s+">\n"}listitem(e){return`<li>${e}</li>\n`}checkbox(e){return"<input "+(e?'checked="" ':"")+'disabled="" type="checkbox"'+(this.options.xhtml?" /":"")+"> "}paragraph(e){return`<p>${e}</p>\n`}table(e,t){return t&&(t=`<tbody>${t}</tbody>`),"<table>\n<thead>\n"+e+"</thead>\n"+t+"</table>\n"}tablerow(e){return`<tr>\n${e}</tr>\n`}tablecell(e,t){const n=t.header?"th":"td";return(t.align?`<${n} align="${t.align}">`:`<${n}>`)+e+`</${n}>\n`}strong(e){return`<strong>${e}</strong>`}em(e){return`<em>${e}</em>`}codespan(e){return`<code>${e}</code>`}br(){return this.options.xhtml?"<br/>":"<br>"}del(e){return`<del>${e}</del>`}link(e,t,n){if(null===(e=f(this.options.sanitize,this.options.baseUrl,e)))return n;let s='<a href="'+e+'"';return t&&(s+=' title="'+t+'"'),s+=">"+n+"</a>",s}image(e,t,n){if(null===(e=f(this.options.sanitize,this.options.baseUrl,e)))return n;let s=`<img src="${e}" alt="${n}"`;return t&&(s+=` title="${t}"`),s+=this.options.xhtml?"/>":">",s}text(e){return e}}class q{strong(e){return e}em(e){return e}codespan(e){return e}del(e){return e}html(e){return e}text(e){return e}link(e,t,n){return""+n}image(e,t,n){return""+n}br(){return""}}class L{constructor(){this.seen={}}serialize(e){return e.toLowerCase().trim().replace(/<[!\/a-z].*?>/gi,"").replace(/[\u2000-\u206F\u2E00-\u2E7F\\'!"#$%&()*+,./:;<=>?@[\]^`{|}~]/g,"").replace(/\s/g,"-")}getNextSafeSlug(e,t){let n=e,s=0;if(this.seen.hasOwnProperty(n)){s=this.seen[e];do{s++,n=e+"-"+s}while(this.seen.hasOwnProperty(n))}return t||(this.seen[e]=s,this.seen[n]=0),n}slug(e,t={}){const n=this.serialize(e);return this.getNextSafeSlug(n,t.dryrun)}}class C{constructor(e){this.options=e||t,this.options.renderer=this.options.renderer||new I,this.renderer=this.options.renderer,this.renderer.options=this.options,this.textRenderer=new q,this.slugger=new L}static parse(e,t){return new C(t).parse(e)}static parseInline(e,t){return new C(t).parseInline(e)}parse(e,t=!0){let n,s,r,i,l,o,a,c,p,u,g,d,f,k,x,m,b,w,_,y="";const $=e.length;for(n=0;n<$;n++)if(u=e[n],this.options.extensions&&this.options.extensions.renderers&&this.options.extensions.renderers[u.type]&&(_=this.options.extensions.renderers[u.type].call({parser:this},u),!1!==_||!["space","hr","heading","code","table","blockquote","list","html","paragraph","text"].includes(u.type)))y+=_||"";else switch(u.type){case"space":continue;case"hr":y+=this.renderer.hr();continue;case"heading":y+=this.renderer.heading(this.parseInline(u.tokens),u.depth,h(this.parseInline(u.tokens,this.textRenderer)),this.slugger);continue;case"code":y+=this.renderer.code(u.text,u.lang,u.escaped);continue;case"table":for(c="",a="",i=u.header.length,s=0;s<i;s++)a+=this.renderer.tablecell(this.parseInline(u.header[s].tokens),{header:!0,align:u.align[s]});for(c+=this.renderer.tablerow(a),p="",i=u.rows.length,s=0;s<i;s++){for(o=u.rows[s],a="",l=o.length,r=0;r<l;r++)a+=this.renderer.tablecell(this.parseInline(o[r].tokens),{header:!1,align:u.align[r]});p+=this.renderer.tablerow(a)}y+=this.renderer.table(c,p);continue;case"blockquote":p=this.parse(u.tokens),y+=this.renderer.blockquote(p);continue;case"list":for(g=u.ordered,d=u.start,f=u.loose,i=u.items.length,p="",s=0;s<i;s++)x=u.items[s],m=x.checked,b=x.task,k="",x.task&&(w=this.renderer.checkbox(m),f?x.tokens.length>0&&"paragraph"===x.tokens[0].type?(x.tokens[0].text=w+" "+x.tokens[0].text,x.tokens[0].tokens&&x.tokens[0].tokens.length>0&&"text"===x.tokens[0].tokens[0].type&&(x.tokens[0].tokens[0].text=w+" "+x.tokens[0].tokens[0].text)):x.tokens.unshift({type:"text",text:w}):k+=w),k+=this.parse(x.tokens,f),p+=this.renderer.listitem(k,b,m);y+=this.renderer.list(p,g,d);continue;case"html":y+=this.renderer.html(u.text);continue;case"paragraph":y+=this.renderer.paragraph(this.parseInline(u.tokens));continue;case"text":for(p=u.tokens?this.parseInline(u.tokens):u.text;n+1<$&&"text"===e[n+1].type;)u=e[++n],p+="\n"+(u.tokens?this.parseInline(u.tokens):u.text);y+=t?this.renderer.paragraph(p):p;continue;default:{const e='Token with "'+u.type+'" type was not found.';if(this.options.silent)return void console.error(e);throw new Error(e)}}return y}parseInline(e,t){t=t||this.renderer;let n,s,r,i="";const 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+/*!
+ * The reveal.js markdown plugin. Handles parsing of
+ * markdown inside of presentations as well as loading
+ * of external markdown documents.
+ */
+const N="__SCRIPT_END__",O=/\[\s*((\d*):)?\s*([\s\d,|-]*)\]/,D={"&":"&amp;","<":"&lt;",">":"&gt;",'"':"&quot;","'":"&#39;"},B=()=>{let e;function t(e){let t=(e.querySelector("[data-template]")||e.querySelector("script")||e).textContent;t=t.replace(new RegExp(N,"g"),"<\/script>");const n=t.match(/^\n?(\s*)/)[1].length,s=t.match(/^\n?(\t*)/)[1].length;return s>0?t=t.replace(new RegExp("\\n?\\t{"+s+"}(.*)","g"),(function(e,t){return"\n"+t})):n>1&&(t=t.replace(new RegExp("\\n? {"+n+"}(.*)","g"),(function(e,t){return"\n"+t}))),t}function n(e){const t=e.attributes,n=[];for(let e=0,s=t.length;e<s;e++){const s=t[e].name,r=t[e].value;/data\-(markdown|separator|vertical|notes)/gi.test(s)||(r?n.push(s+'="'+r+'"'):n.push(s))}return n.join(" ")}function s(t){const n=e?.getConfig?.().markdown;return(t=t||{}).separator=t.separator||n?.separator||"\r?\n---\r?\n",t.verticalSeparator=t.verticalSeparator||n?.verticalSeparator||null,t.notesSeparator=t.notesSeparator||n?.notesSeparator||"^s*notes?:",t.attributes=t.attributes||"",t}function r(e,t){t=s(t);const n=e.split(new RegExp(t.notesSeparator,"mgi"));return 2===n.length&&(e=n[0]+'<aside class="notes">'+M(n[1].trim())+"</aside>"),'<script type="text/template">'+(e=e.replace(/<\/script>/g,N))+"<\/script>"}function i(e,t){t=s(t);const n=new RegExp(t.separator+(t.verticalSeparator?"|"+t.verticalSeparator:""),"mg"),i=new RegExp(t.separator);let l,o,a,c=0,h=!0,p=[];for(;l=n.exec(e);)o=i.test(l[0]),!o&&h&&p.push([]),a=e.substring(c,l.index),o&&h?p.push(a):p[p.length-1].push(a),c=n.lastIndex,h=o;(h?p:p[p.length-1]).push(e.substring(c));let u="";for(let e=0,n=p.length;e<n;e++)p[e]instanceof Array?(u+="<section "+t.attributes+">",p[e].forEach((function(e){u+="<section data-markdown>"+r(e,t)+"</section>"})),u+="</section>"):u+="<section "+t.attributes+" data-markdown>"+r(p[e],t)+"</section>";return u}function l(e){return new Promise((function(s){const r=[];[].slice.call(e.querySelectorAll("section[data-markdown]:not([data-markdown-parsed])")).forEach((function(e,s){e.getAttribute("data-markdown").length?r.push(function(e){return new Promise((function(t,n){const s=new XMLHttpRequest,r=e.getAttribute("data-markdown"),i=e.getAttribute("data-charset");null!==i&&""!==i&&s.overrideMimeType("text/html; charset="+i),s.onreadystatechange=function(e,s){4===s.readyState&&(s.status>=200&&s.status<300||0===s.status?t(s,r):n(s,r))}.bind(this,e,s),s.open("GET",r,!0);try{s.send()}catch(e){console.warn("Failed to get the Markdown file "+r+". Make sure that the presentation and the file are served by a HTTP server and the file can be found there. "+e),t(s,r)}}))}(e).then((function(t,s){e.outerHTML=i(t.responseText,{separator:e.getAttribute("data-separator"),verticalSeparator:e.getAttribute("data-separator-vertical"),notesSeparator:e.getAttribute("data-separator-notes"),attributes:n(e)})}),(function(t,n){e.outerHTML='<section data-state="alert">ERROR: The attempt to fetch '+n+" failed with HTTP status "+t.status+".Check your browser's JavaScript console for more details.<p>Remember that you need to serve the presentation HTML from a HTTP server.</p></section>"}))):e.outerHTML=i(t(e),{separator:e.getAttribute("data-separator"),verticalSeparator:e.getAttribute("data-separator-vertical"),notesSeparator:e.getAttribute("data-separator-notes"),attributes:n(e)})})),Promise.all(r).then(s)}))}function o(e,t,n){const s=new RegExp(n,"mg"),r=new RegExp('([^"= ]+?)="([^"]+?)"|(data-[^"= ]+?)(?=[" ])',"mg");let i,l,o=e.nodeValue;if(i=s.exec(o)){const n=i[1];for(o=o.substring(0,i.index)+o.substring(s.lastIndex),e.nodeValue=o;l=r.exec(n);)l[2]?t.setAttribute(l[1],l[2]):t.setAttribute(l[3],"");return!0}return!1}function a(e,t,n,s,r){if(null!==t&&void 0!==t.childNodes&&t.childNodes.length>0){let n=t;for(let i=0;i<t.childNodes.length;i++){const l=t.childNodes[i];if(i>0){let e=i-1;for(;e>=0;){const s=t.childNodes[e];if("function"==typeof s.setAttribute&&"BR"!==s.tagName){n=s;break}e-=1}}let o=e;"section"===l.nodeName&&(o=l,n=l),"function"!=typeof l.setAttribute&&l.nodeType!==Node.COMMENT_NODE||a(o,l,n,s,r)}}t.nodeType===Node.COMMENT_NODE&&!1===o(t,n,s)&&o(t,e,r)}function c(){const n=e.getRevealElement().querySelectorAll("[data-markdown]:not([data-markdown-parsed])");return[].slice.call(n).forEach((function(e){e.setAttribute("data-markdown-parsed",!0);const n=e.querySelector("aside.notes"),s=t(e);e.innerHTML=M(s),a(e,e,null,e.getAttribute("data-element-attributes")||e.parentNode.getAttribute("data-element-attributes")||"\\.element\\s*?(.+?)$",e.getAttribute("data-attributes")||e.parentNode.getAttribute("data-attributes")||"\\.slide:\\s*?(\\S.+?)$"),n&&e.appendChild(n)})),Promise.resolve()}return{id:"markdown",init:function(t){e=t;let{renderer:n,animateLists:s,...r}=e.getConfig().markdown||{};return n||(n=new M.Renderer,n.code=(e,t)=>{let n="",s="";if(O.test(t)){let e=t.match(O)[2];e&&(n=`data-ln-start-from="${e.trim()}"`),s=t.match(O)[3].trim(),s=`data-line-numbers="${s}"`,t=t.replace(O,"").trim()}return`<pre><code ${s} ${n} class="${t}">${e=e.replace(/([&<>'"])/g,(e=>D[e]))}</code></pre>`}),!0===s&&(n.listitem=e=>`<li class="fragment">${e}</li>`),M.setOptions({renderer:n,...r}),l(e.getRevealElement()).then(c)},processSlides:l,convertSlides:c,slidify:i,marked:M}};export{B as default};
diff --git a/src/_site/site_libs/revealjs/plugin/markdown/markdown.js b/src/_site/site_libs/revealjs/plugin/markdown/markdown.js
new file mode 100644
index 0000000000000000000000000000000000000000..2511e41090717cb1b3c24ac5196a1d10f1bbcd90
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/markdown/markdown.js
@@ -0,0 +1,7 @@
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s}R._punctuation="!\"#$%&'()+\\-.,/:;<=>?@\\[\\]`^{|}~",R.punctuation=u(R.punctuation).replace(/punctuation/g,R._punctuation).getRegex(),R.blockSkip=/\[[^\]]*?\]\([^\)]*?\)|`[^`]*?`|<[^>]*?>/g,R.escapedEmSt=/(?:^|[^\\])(?:\\\\)*\\[*_]/g,R._comment=u(T._comment).replace("(?:--\x3e|$)","--\x3e").getRegex(),R.emStrong.lDelim=u(R.emStrong.lDelim).replace(/punct/g,R._punctuation).getRegex(),R.emStrong.rDelimAst=u(R.emStrong.rDelimAst,"g").replace(/punct/g,R._punctuation).getRegex(),R.emStrong.rDelimUnd=u(R.emStrong.rDelimUnd,"g").replace(/punct/g,R._punctuation).getRegex(),R._escapes=/\\([!"#$%&'()*+,\-./:;<=>?@\[\]\\^_`{|}~])/g,R._scheme=/[a-zA-Z][a-zA-Z0-9+.-]{1,31}/,R._email=/[a-zA-Z0-9.!#$%&'*+/=?^_`{|}~-]+(@)[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?(?:\.[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?)+(?![-_])/,R.autolink=u(R.autolink).replace("scheme",R._scheme).replace("email",R._email).getRegex(),R._attribute=/\s+[a-zA-Z:_][\w.:-]*(?:\s*=\s*"[^"]*"|\s*=\s*'[^']*'|\s*=\s*[^\s"'=<>`]+)?/,R.tag=u(R.tag).replace("comment",R._comment).replace("attribute",R._attribute).getRegex(),R._label=/(?:\[(?:\\.|[^\[\]\\])*\]|\\.|`[^`]*`|[^\[\]\\`])*?/,R._href=/<(?:\\.|[^\n<>\\])+>|[^\s\x00-\x1f]*/,R._title=/"(?:\\"?|[^"\\])*"|'(?:\\'?|[^'\\])*'|\((?:\\\)?|[^)\\])*\)/,R.link=u(R.link).replace("label",R._label).replace("href",R._href).replace("title",R._title).getRegex(),R.reflink=u(R.reflink).replace("label",R._label).replace("ref",T._label).getRegex(),R.nolink=u(R.nolink).replace("ref",T._label).getRegex(),R.reflinkSearch=u(R.reflinkSearch,"g").replace("reflink",R.reflink).replace("nolink",R.nolink).getRegex(),R.normal={...R},R.pedantic={...R.normal,strong:{start:/^__|\*\*/,middle:/^__(?=\S)([\s\S]*?\S)__(?!_)|^\*\*(?=\S)([\s\S]*?\S)\*\*(?!\*)/,endAst:/\*\*(?!\*)/g,endUnd:/__(?!_)/g},em:{start:/^_|\*/,middle:/^()\*(?=\S)([\s\S]*?\S)\*(?!\*)|^_(?=\S)([\s\S]*?\S)_(?!_)/,endAst:/\*(?!\*)/g,endUnd:/_(?!_)/g},link:u(/^!?\[(label)\]\((.*?)\)/).replace("label",R._label).getRegex(),reflink:u(/^!?\[(label)\]\s*\[([^\]]*)\]/).replace("label",R._label).getRegex()},R.gfm={...R.normal,escape:u(R.escape).replace("])","~|])").getRegex(),_extended_email:/[A-Za-z0-9._+-]+(@)[a-zA-Z0-9-_]+(?:\.[a-zA-Z0-9-_]*[a-zA-Z0-9])+(?![-_])/,url:/^((?:ftp|https?):\/\/|www\.)(?:[a-zA-Z0-9\-]+\.?)+[^\s<]*|^email/,_backpedal:/(?:[^?!.,:;*_'"~()&]+|\([^)]*\)|&(?![a-zA-Z0-9]+;$)|[?!.,:;*_'"~)]+(?!$))+/,del:/^(~~?)(?=[^\s~])([\s\S]*?[^\s~])\1(?=[^~]|$)/,text:/^([`~]+|[^`~])(?:(?= {2,}\n)|(?=[a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-]+@)|[\s\S]*?(?:(?=[\\<!\[`*~_]|\b_|https?:\/\/|ftp:\/\/|www\.|$)|[^ ](?= {2,}\n)|[^a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-](?=[a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-]+@)))/},R.gfm.url=u(R.gfm.url,"i").replace("email",R.gfm._extended_email).getRegex(),R.breaks={...R.gfm,br:u(R.br).replace("{2,}","*").getRegex(),text:u(R.gfm.text).replace("\\b_","\\b_| {2,}\\n").replace(/\{2,\}/g,"*").getRegex()};class v{constructor(e){this.tokens=[],this.tokens.links=Object.create(null),this.options=e||t,this.options.tokenizer=this.options.tokenizer||new S,this.tokenizer=this.options.tokenizer,this.tokenizer.options=this.options,this.tokenizer.lexer=this,this.inlineQueue=[],this.state={inLink:!1,inRawBlock:!1,top:!0};const n={block:T.normal,inline:R.normal};this.options.pedantic?(n.block=T.pedantic,n.inline=R.pedantic):this.options.gfm&&(n.block=T.gfm,this.options.breaks?n.inline=R.breaks:n.inline=R.gfm),this.tokenizer.rules=n}static get rules(){return{block:T,inline:R}}static lex(e,t){return new v(t).lex(e)}static lexInline(e,t){return new v(t).inlineTokens(e)}lex(e){let t;for(e=e.replace(/\r\n|\r/g,"\n"),this.blockTokens(e,this.tokens);t=this.inlineQueue.shift();)this.inlineTokens(t.src,t.tokens);return this.tokens}blockTokens(e,t=[]){let n,s,r,i;for(e=this.options.pedantic?e.replace(/\t/g,"    ").replace(/^ +$/gm,""):e.replace(/^( *)(\t+)/gm,((e,t,n)=>t+"    ".repeat(n.length)));e;)if(!(this.options.extensions&&this.options.extensions.block&&this.options.extensions.block.some((s=>!!(n=s.call({lexer:this},e,t))&&(e=e.substring(n.raw.length),t.push(n),!0)))))if(n=this.tokenizer.space(e))e=e.substring(n.raw.length),1===n.raw.length&&t.length>0?t[t.length-1].raw+="\n":t.push(n);else if(n=this.tokenizer.code(e))e=e.substring(n.raw.length),s=t[t.length-1],!s||"paragraph"!==s.type&&"text"!==s.type?t.push(n):(s.raw+="\n"+n.raw,s.text+="\n"+n.text,this.inlineQueue[this.inlineQueue.length-1].src=s.text);else if(n=this.tokenizer.fences(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.heading(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.hr(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.blockquote(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.list(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.html(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.def(e))e=e.substring(n.raw.length),s=t[t.length-1],!s||"paragraph"!==s.type&&"text"!==s.type?this.tokens.links[n.tag]||(this.tokens.links[n.tag]={href:n.href,title:n.title}):(s.raw+="\n"+n.raw,s.text+="\n"+n.raw,this.inlineQueue[this.inlineQueue.length-1].src=s.text);else if(n=this.tokenizer.table(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.lheading(e))e=e.substring(n.raw.length),t.push(n);else{if(r=e,this.options.extensions&&this.options.extensions.startBlock){let t=1/0;const n=e.slice(1);let s;this.options.extensions.startBlock.forEach((function(e){s=e.call({lexer:this},n),"number"==typeof s&&s>=0&&(t=Math.min(t,s))})),t<1/0&&t>=0&&(r=e.substring(0,t+1))}if(this.state.top&&(n=this.tokenizer.paragraph(r)))s=t[t.length-1],i&&"paragraph"===s.type?(s.raw+="\n"+n.raw,s.text+="\n"+n.text,this.inlineQueue.pop(),this.inlineQueue[this.inlineQueue.length-1].src=s.text):t.push(n),i=r.length!==e.length,e=e.substring(n.raw.length);else if(n=this.tokenizer.text(e))e=e.substring(n.raw.length),s=t[t.length-1],s&&"text"===s.type?(s.raw+="\n"+n.raw,s.text+="\n"+n.text,this.inlineQueue.pop(),this.inlineQueue[this.inlineQueue.length-1].src=s.text):t.push(n);else if(e){const t="Infinite loop on byte: "+e.charCodeAt(0);if(this.options.silent){console.error(t);break}throw new Error(t)}}return this.state.top=!0,t}inline(e,t=[]){return this.inlineQueue.push({src:e,tokens:t}),t}inlineTokens(e,t=[]){let n,s,r,i,l,o,a=e;if(this.tokens.links){const e=Object.keys(this.tokens.links);if(e.length>0)for(;null!=(i=this.tokenizer.rules.inline.reflinkSearch.exec(a));)e.includes(i[0].slice(i[0].lastIndexOf("[")+1,-1))&&(a=a.slice(0,i.index)+"["+$("a",i[0].length-2)+"]"+a.slice(this.tokenizer.rules.inline.reflinkSearch.lastIndex))}for(;null!=(i=this.tokenizer.rules.inline.blockSkip.exec(a));)a=a.slice(0,i.index)+"["+$("a",i[0].length-2)+"]"+a.slice(this.tokenizer.rules.inline.blockSkip.lastIndex);for(;null!=(i=this.tokenizer.rules.inline.escapedEmSt.exec(a));)a=a.slice(0,i.index+i[0].length-2)+"++"+a.slice(this.tokenizer.rules.inline.escapedEmSt.lastIndex),this.tokenizer.rules.inline.escapedEmSt.lastIndex--;for(;e;)if(l||(o=""),l=!1,!(this.options.extensions&&this.options.extensions.inline&&this.options.extensions.inline.some((s=>!!(n=s.call({lexer:this},e,t))&&(e=e.substring(n.raw.length),t.push(n),!0)))))if(n=this.tokenizer.escape(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.tag(e))e=e.substring(n.raw.length),s=t[t.length-1],s&&"text"===n.type&&"text"===s.type?(s.raw+=n.raw,s.text+=n.text):t.push(n);else if(n=this.tokenizer.link(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.reflink(e,this.tokens.links))e=e.substring(n.raw.length),s=t[t.length-1],s&&"text"===n.type&&"text"===s.type?(s.raw+=n.raw,s.text+=n.text):t.push(n);else if(n=this.tokenizer.emStrong(e,a,o))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.codespan(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.br(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.del(e))e=e.substring(n.raw.length),t.push(n);else if(n=this.tokenizer.autolink(e,E))e=e.substring(n.raw.length),t.push(n);else if(this.state.inLink||!(n=this.tokenizer.url(e,E))){if(r=e,this.options.extensions&&this.options.extensions.startInline){let t=1/0;const n=e.slice(1);let s;this.options.extensions.startInline.forEach((function(e){s=e.call({lexer:this},n),"number"==typeof s&&s>=0&&(t=Math.min(t,s))})),t<1/0&&t>=0&&(r=e.substring(0,t+1))}if(n=this.tokenizer.inlineText(r,A))e=e.substring(n.raw.length),"_"!==n.raw.slice(-1)&&(o=n.raw.slice(-1)),l=!0,s=t[t.length-1],s&&"text"===s.type?(s.raw+=n.raw,s.text+=n.text):t.push(n);else if(e){const t="Infinite loop on byte: "+e.charCodeAt(0);if(this.options.silent){console.error(t);break}throw new Error(t)}}else e=e.substring(n.raw.length),t.push(n);return t}}class I{constructor(e){this.options=e||t}code(e,t,n){const s=(t||"").match(/\S*/)[0];if(this.options.highlight){const t=this.options.highlight(e,s);null!=t&&t!==e&&(n=!0,e=t)}return e=e.replace(/\n$/,"")+"\n",s?'<pre><code class="'+this.options.langPrefix+a(s)+'">'+(n?e:a(e,!0))+"</code></pre>\n":"<pre><code>"+(n?e:a(e,!0))+"</code></pre>\n"}blockquote(e){return`<blockquote>\n${e}</blockquote>\n`}html(e){return e}heading(e,t,n,s){if(this.options.headerIds){return`<h${t} id="${this.options.headerPrefix+s.slug(n)}">${e}</h${t}>\n`}return`<h${t}>${e}</h${t}>\n`}hr(){return this.options.xhtml?"<hr/>\n":"<hr>\n"}list(e,t,n){const s=t?"ol":"ul";return"<"+s+(t&&1!==n?' start="'+n+'"':"")+">\n"+e+"</"+s+">\n"}listitem(e){return`<li>${e}</li>\n`}checkbox(e){return"<input "+(e?'checked="" ':"")+'disabled="" type="checkbox"'+(this.options.xhtml?" /":"")+"> "}paragraph(e){return`<p>${e}</p>\n`}table(e,t){return t&&(t=`<tbody>${t}</tbody>`),"<table>\n<thead>\n"+e+"</thead>\n"+t+"</table>\n"}tablerow(e){return`<tr>\n${e}</tr>\n`}tablecell(e,t){const n=t.header?"th":"td";return(t.align?`<${n} align="${t.align}">`:`<${n}>`)+e+`</${n}>\n`}strong(e){return`<strong>${e}</strong>`}em(e){return`<em>${e}</em>`}codespan(e){return`<code>${e}</code>`}br(){return this.options.xhtml?"<br/>":"<br>"}del(e){return`<del>${e}</del>`}link(e,t,n){if(null===(e=f(this.options.sanitize,this.options.baseUrl,e)))return n;let s='<a href="'+e+'"';return t&&(s+=' title="'+t+'"'),s+=">"+n+"</a>",s}image(e,t,n){if(null===(e=f(this.options.sanitize,this.options.baseUrl,e)))return n;let s=`<img src="${e}" alt="${n}"`;return t&&(s+=` title="${t}"`),s+=this.options.xhtml?"/>":">",s}text(e){return e}}class q{strong(e){return e}em(e){return e}codespan(e){return e}del(e){return e}html(e){return e}text(e){return e}link(e,t,n){return""+n}image(e,t,n){return""+n}br(){return""}}class L{constructor(){this.seen={}}serialize(e){return e.toLowerCase().trim().replace(/<[!\/a-z].*?>/gi,"").replace(/[\u2000-\u206F\u2E00-\u2E7F\\'!"#$%&()*+,./:;<=>?@[\]^`{|}~]/g,"").replace(/\s/g,"-")}getNextSafeSlug(e,t){let n=e,s=0;if(this.seen.hasOwnProperty(n)){s=this.seen[e];do{s++,n=e+"-"+s}while(this.seen.hasOwnProperty(n))}return t||(this.seen[e]=s,this.seen[n]=0),n}slug(e,t={}){const n=this.serialize(e);return this.getNextSafeSlug(n,t.dryrun)}}class C{constructor(e){this.options=e||t,this.options.renderer=this.options.renderer||new I,this.renderer=this.options.renderer,this.renderer.options=this.options,this.textRenderer=new q,this.slugger=new L}static parse(e,t){return new C(t).parse(e)}static parseInline(e,t){return new C(t).parseInline(e)}parse(e,t=!0){let n,s,r,i,l,o,a,c,p,u,g,d,f,k,x,m,b,w,y,_="";const $=e.length;for(n=0;n<$;n++)if(u=e[n],this.options.extensions&&this.options.extensions.renderers&&this.options.extensions.renderers[u.type]&&(y=this.options.extensions.renderers[u.type].call({parser:this},u),!1!==y||!["space","hr","heading","code","table","blockquote","list","html","paragraph","text"].includes(u.type)))_+=y||"";else switch(u.type){case"space":continue;case"hr":_+=this.renderer.hr();continue;case"heading":_+=this.renderer.heading(this.parseInline(u.tokens),u.depth,h(this.parseInline(u.tokens,this.textRenderer)),this.slugger);continue;case"code":_+=this.renderer.code(u.text,u.lang,u.escaped);continue;case"table":for(c="",a="",i=u.header.length,s=0;s<i;s++)a+=this.renderer.tablecell(this.parseInline(u.header[s].tokens),{header:!0,align:u.align[s]});for(c+=this.renderer.tablerow(a),p="",i=u.rows.length,s=0;s<i;s++){for(o=u.rows[s],a="",l=o.length,r=0;r<l;r++)a+=this.renderer.tablecell(this.parseInline(o[r].tokens),{header:!1,align:u.align[r]});p+=this.renderer.tablerow(a)}_+=this.renderer.table(c,p);continue;case"blockquote":p=this.parse(u.tokens),_+=this.renderer.blockquote(p);continue;case"list":for(g=u.ordered,d=u.start,f=u.loose,i=u.items.length,p="",s=0;s<i;s++)x=u.items[s],m=x.checked,b=x.task,k="",x.task&&(w=this.renderer.checkbox(m),f?x.tokens.length>0&&"paragraph"===x.tokens[0].type?(x.tokens[0].text=w+" "+x.tokens[0].text,x.tokens[0].tokens&&x.tokens[0].tokens.length>0&&"text"===x.tokens[0].tokens[0].type&&(x.tokens[0].tokens[0].text=w+" "+x.tokens[0].tokens[0].text)):x.tokens.unshift({type:"text",text:w}):k+=w),k+=this.parse(x.tokens,f),p+=this.renderer.listitem(k,b,m);_+=this.renderer.list(p,g,d);continue;case"html":_+=this.renderer.html(u.text);continue;case"paragraph":_+=this.renderer.paragraph(this.parseInline(u.tokens));continue;case"text":for(p=u.tokens?this.parseInline(u.tokens):u.text;n+1<$&&"text"===e[n+1].type;)u=e[++n],p+="\n"+(u.tokens?this.parseInline(u.tokens):u.text);_+=t?this.renderer.paragraph(p):p;continue;default:{const e='Token with "'+u.type+'" type was not found.';if(this.options.silent)return void console.error(e);throw new Error(e)}}return _}parseInline(e,t){t=t||this.renderer;let n,s,r,i="";const l=e.length;for(n=0;n<l;n++)if(s=e[n],this.options.extensions&&this.options.extensions.renderers&&this.options.extensions.renderers[s.type]&&(r=this.options.extensions.renderers[s.type].call({parser:this},s),!1!==r||!["escape","html","link","image","strong","em","codespan","br","del","text"].includes(s.type)))i+=r||"";else switch(s.type){case"escape":case"text":i+=t.text(s.text);break;case"html":i+=t.html(s.text);break;case"link":i+=t.link(s.href,s.title,this.parseInline(s.tokens,t));break;case"image":i+=t.image(s.href,s.title,s.text);break;case"strong":i+=t.strong(this.parseInline(s.tokens,t));break;case"em":i+=t.em(this.parseInline(s.tokens,t));break;case"codespan":i+=t.codespan(s.text);break;case"br":i+=t.br();break;case"del":i+=t.del(this.parseInline(s.tokens,t));break;default:{const e='Token with "'+s.type+'" type was not found.';if(this.options.silent)return void console.error(e);throw new Error(e)}}return i}}class Z{constructor(e){this.options=e||t}static passThroughHooks=new Set(["preprocess","postprocess"]);preprocess(e){return e}postprocess(e){return e}}function M(e,t){return(n,s,r)=>{"function"==typeof s&&(r=s,s=null);const i={...s},l=function(e,t,n){return s=>{if(s.message+="\nPlease report this to https://github.com/markedjs/marked.",e){const e="<p>An error occurred:</p><pre>"+a(s.message+"",!0)+"</pre>";return t?Promise.resolve(e):n?void n(null,e):e}if(t)return Promise.reject(s);if(!n)throw s;n(s)}}((s={...P.defaults,...i}).silent,s.async,r);if(null==n)return l(new Error("marked(): input parameter is undefined or null"));if("string"!=typeof n)return l(new Error("marked(): input parameter is of type "+Object.prototype.toString.call(n)+", string expected"));if(function(e){e&&e.sanitize&&!e.silent&&console.warn("marked(): sanitize and sanitizer parameters are deprecated since version 0.7.0, should not be used and will be removed in the future. 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+/*!
+   * The reveal.js markdown plugin. Handles parsing of
+   * markdown inside of presentations as well as loading
+   * of external markdown documents.
+   */
+const N="__SCRIPT_END__",O=/\[\s*((\d*):)?\s*([\s\d,|-]*)\]/,D={"&":"&amp;","<":"&lt;",">":"&gt;",'"':"&quot;","'":"&#39;"};return()=>{let e;function t(e){let t=(e.querySelector("[data-template]")||e.querySelector("script")||e).textContent;t=t.replace(new RegExp(N,"g"),"<\/script>");const n=t.match(/^\n?(\s*)/)[1].length,s=t.match(/^\n?(\t*)/)[1].length;return s>0?t=t.replace(new RegExp("\\n?\\t{"+s+"}(.*)","g"),(function(e,t){return"\n"+t})):n>1&&(t=t.replace(new RegExp("\\n? {"+n+"}(.*)","g"),(function(e,t){return"\n"+t}))),t}function n(e){const t=e.attributes,n=[];for(let e=0,s=t.length;e<s;e++){const s=t[e].name,r=t[e].value;/data\-(markdown|separator|vertical|notes)/gi.test(s)||(r?n.push(s+'="'+r+'"'):n.push(s))}return n.join(" ")}function s(t){const n=e?.getConfig?.().markdown;return(t=t||{}).separator=t.separator||n?.separator||"\r?\n---\r?\n",t.verticalSeparator=t.verticalSeparator||n?.verticalSeparator||null,t.notesSeparator=t.notesSeparator||n?.notesSeparator||"^s*notes?:",t.attributes=t.attributes||"",t}function r(e,t){t=s(t);const n=e.split(new RegExp(t.notesSeparator,"mgi"));return 2===n.length&&(e=n[0]+'<aside class="notes">'+P(n[1].trim())+"</aside>"),'<script type="text/template">'+(e=e.replace(/<\/script>/g,N))+"<\/script>"}function i(e,t){t=s(t);const n=new RegExp(t.separator+(t.verticalSeparator?"|"+t.verticalSeparator:""),"mg"),i=new RegExp(t.separator);let l,o,a,c=0,h=!0,p=[];for(;l=n.exec(e);)o=i.test(l[0]),!o&&h&&p.push([]),a=e.substring(c,l.index),o&&h?p.push(a):p[p.length-1].push(a),c=n.lastIndex,h=o;(h?p:p[p.length-1]).push(e.substring(c));let u="";for(let e=0,n=p.length;e<n;e++)p[e]instanceof Array?(u+="<section "+t.attributes+">",p[e].forEach((function(e){u+="<section data-markdown>"+r(e,t)+"</section>"})),u+="</section>"):u+="<section "+t.attributes+" data-markdown>"+r(p[e],t)+"</section>";return u}function l(e){return new Promise((function(s){const r=[];[].slice.call(e.querySelectorAll("section[data-markdown]:not([data-markdown-parsed])")).forEach((function(e,s){e.getAttribute("data-markdown").length?r.push(function(e){return new Promise((function(t,n){const s=new XMLHttpRequest,r=e.getAttribute("data-markdown"),i=e.getAttribute("data-charset");null!==i&&""!==i&&s.overrideMimeType("text/html; charset="+i),s.onreadystatechange=function(e,s){4===s.readyState&&(s.status>=200&&s.status<300||0===s.status?t(s,r):n(s,r))}.bind(this,e,s),s.open("GET",r,!0);try{s.send()}catch(e){console.warn("Failed to get the Markdown file "+r+". Make sure that the presentation and the file are served by a HTTP server and the file can be found there. "+e),t(s,r)}}))}(e).then((function(t,s){e.outerHTML=i(t.responseText,{separator:e.getAttribute("data-separator"),verticalSeparator:e.getAttribute("data-separator-vertical"),notesSeparator:e.getAttribute("data-separator-notes"),attributes:n(e)})}),(function(t,n){e.outerHTML='<section data-state="alert">ERROR: The attempt to fetch '+n+" failed with HTTP status "+t.status+".Check your browser's JavaScript console for more details.<p>Remember that you need to serve the presentation HTML from a HTTP server.</p></section>"}))):e.outerHTML=i(t(e),{separator:e.getAttribute("data-separator"),verticalSeparator:e.getAttribute("data-separator-vertical"),notesSeparator:e.getAttribute("data-separator-notes"),attributes:n(e)})})),Promise.all(r).then(s)}))}function o(e,t,n){const s=new RegExp(n,"mg"),r=new RegExp('([^"= ]+?)="([^"]+?)"|(data-[^"= ]+?)(?=[" ])',"mg");let i,l,o=e.nodeValue;if(i=s.exec(o)){const n=i[1];for(o=o.substring(0,i.index)+o.substring(s.lastIndex),e.nodeValue=o;l=r.exec(n);)l[2]?t.setAttribute(l[1],l[2]):t.setAttribute(l[3],"");return!0}return!1}function a(e,t,n,s,r){if(null!==t&&void 0!==t.childNodes&&t.childNodes.length>0){let n=t;for(let i=0;i<t.childNodes.length;i++){const l=t.childNodes[i];if(i>0){let e=i-1;for(;e>=0;){const s=t.childNodes[e];if("function"==typeof s.setAttribute&&"BR"!==s.tagName){n=s;break}e-=1}}let o=e;"section"===l.nodeName&&(o=l,n=l),"function"!=typeof l.setAttribute&&l.nodeType!==Node.COMMENT_NODE||a(o,l,n,s,r)}}t.nodeType===Node.COMMENT_NODE&&!1===o(t,n,s)&&o(t,e,r)}function c(){const n=e.getRevealElement().querySelectorAll("[data-markdown]:not([data-markdown-parsed])");return[].slice.call(n).forEach((function(e){e.setAttribute("data-markdown-parsed",!0);const n=e.querySelector("aside.notes"),s=t(e);e.innerHTML=P(s),a(e,e,null,e.getAttribute("data-element-attributes")||e.parentNode.getAttribute("data-element-attributes")||"\\.element\\s*?(.+?)$",e.getAttribute("data-attributes")||e.parentNode.getAttribute("data-attributes")||"\\.slide:\\s*?(\\S.+?)$"),n&&e.appendChild(n)})),Promise.resolve()}return{id:"markdown",init:function(t){e=t;let{renderer:n,animateLists:s,...r}=e.getConfig().markdown||{};return n||(n=new P.Renderer,n.code=(e,t)=>{let n="",s="";if(O.test(t)){let e=t.match(O)[2];e&&(n=`data-ln-start-from="${e.trim()}"`),s=t.match(O)[3].trim(),s=`data-line-numbers="${s}"`,t=t.replace(O,"").trim()}return`<pre><code ${s} ${n} class="${t}">${e=e.replace(/([&<>'"])/g,(e=>D[e]))}</code></pre>`}),!0===s&&(n.listitem=e=>`<li class="fragment">${e}</li>`),P.setOptions({renderer:n,...r}),l(e.getRevealElement()).then(c)},processSlides:l,convertSlides:c,slidify:i,marked:P}}}));
diff --git a/src/_site/site_libs/revealjs/plugin/markdown/plugin.js b/src/_site/site_libs/revealjs/plugin/markdown/plugin.js
new file mode 100755
index 0000000000000000000000000000000000000000..61de615d2aa2b707afb38f8d77b49de1890fc7e4
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/markdown/plugin.js
@@ -0,0 +1,491 @@
+/*!
+ * The reveal.js markdown plugin. Handles parsing of
+ * markdown inside of presentations as well as loading
+ * of external markdown documents.
+ */
+
+import { marked } from 'marked';
+
+const DEFAULT_SLIDE_SEPARATOR = '\r?\n---\r?\n',
+	  DEFAULT_VERTICAL_SEPARATOR = null,
+	  DEFAULT_NOTES_SEPARATOR = '^\s*notes?:',
+	  DEFAULT_ELEMENT_ATTRIBUTES_SEPARATOR = '\\\.element\\\s*?(.+?)$',
+	  DEFAULT_SLIDE_ATTRIBUTES_SEPARATOR = '\\\.slide:\\\s*?(\\\S.+?)$';
+
+const SCRIPT_END_PLACEHOLDER = '__SCRIPT_END__';
+
+// match an optional line number offset and highlight line numbers
+// [<line numbers>] or [<offset>: <line numbers>]
+const CODE_LINE_NUMBER_REGEX = /\[\s*((\d*):)?\s*([\s\d,|-]*)\]/;
+
+const HTML_ESCAPE_MAP = {
+  '&': '&amp;',
+  '<': '&lt;',
+  '>': '&gt;',
+  '"': '&quot;',
+  "'": '&#39;'
+};
+
+const Plugin = () => {
+
+	// The reveal.js instance this plugin is attached to
+	let deck;
+
+	/**
+	 * Retrieves the markdown contents of a slide section
+	 * element. Normalizes leading tabs/whitespace.
+	 */
+	function getMarkdownFromSlide( section ) {
+
+		// look for a <script> or <textarea data-template> wrapper
+		const template = section.querySelector( '[data-template]' ) || section.querySelector( 'script' );
+
+		// strip leading whitespace so it isn't evaluated as code
+		let text = ( template || section ).textContent;
+
+		// restore script end tags
+		text = text.replace( new RegExp( SCRIPT_END_PLACEHOLDER, 'g' ), '</script>' );
+
+		const leadingWs = text.match( /^\n?(\s*)/ )[1].length,
+			leadingTabs = text.match( /^\n?(\t*)/ )[1].length;
+
+		if( leadingTabs > 0 ) {
+			text = text.replace( new RegExp('\\n?\\t{' + leadingTabs + '}(.*)','g'), function(m, p1) { return '\n' + p1 ; } );
+		}
+		else if( leadingWs > 1 ) {
+			text = text.replace( new RegExp('\\n? {' + leadingWs + '}(.*)', 'g'), function(m, p1) { return '\n' + p1 ; } );
+		}
+
+		return text;
+
+	}
+
+	/**
+	 * Given a markdown slide section element, this will
+	 * return all arguments that aren't related to markdown
+	 * parsing. Used to forward any other user-defined arguments
+	 * to the output markdown slide.
+	 */
+	function getForwardedAttributes( section ) {
+
+		const attributes = section.attributes;
+		const result = [];
+
+		for( let i = 0, len = attributes.length; i < len; i++ ) {
+			const name = attributes[i].name,
+				value = attributes[i].value;
+
+			// disregard attributes that are used for markdown loading/parsing
+			if( /data\-(markdown|separator|vertical|notes)/gi.test( name ) ) continue;
+
+			if( value ) {
+				result.push( name + '="' + value + '"' );
+			}
+			else {
+				result.push( name );
+			}
+		}
+
+		return result.join( ' ' );
+
+	}
+
+	/**
+	 * Inspects the given options and fills out default
+	 * values for what's not defined.
+	 */
+	function getSlidifyOptions( options ) {
+		const markdownConfig = deck?.getConfig?.().markdown;
+
+		options = options || {};
+		options.separator = options.separator || markdownConfig?.separator || DEFAULT_SLIDE_SEPARATOR;
+		options.verticalSeparator = options.verticalSeparator || markdownConfig?.verticalSeparator || DEFAULT_VERTICAL_SEPARATOR;
+		options.notesSeparator = options.notesSeparator || markdownConfig?.notesSeparator || DEFAULT_NOTES_SEPARATOR;
+		options.attributes = options.attributes || '';
+
+		return options;
+
+	}
+
+	/**
+	 * Helper function for constructing a markdown slide.
+	 */
+	function createMarkdownSlide( content, options ) {
+
+		options = getSlidifyOptions( options );
+
+		const notesMatch = content.split( new RegExp( options.notesSeparator, 'mgi' ) );
+
+		if( notesMatch.length === 2 ) {
+			content = notesMatch[0] + '<aside class="notes">' + marked(notesMatch[1].trim()) + '</aside>';
+		}
+
+		// prevent script end tags in the content from interfering
+		// with parsing
+		content = content.replace( /<\/script>/g, SCRIPT_END_PLACEHOLDER );
+
+		return '<script type="text/template">' + content + '</script>';
+
+	}
+
+	/**
+	 * Parses a data string into multiple slides based
+	 * on the passed in separator arguments.
+	 */
+	function slidify( markdown, options ) {
+
+		options = getSlidifyOptions( options );
+
+		const separatorRegex = new RegExp( options.separator + ( options.verticalSeparator ? '|' + options.verticalSeparator : '' ), 'mg' ),
+			horizontalSeparatorRegex = new RegExp( options.separator );
+
+		let matches,
+			lastIndex = 0,
+			isHorizontal,
+			wasHorizontal = true,
+			content,
+			sectionStack = [];
+
+		// iterate until all blocks between separators are stacked up
+		while( matches = separatorRegex.exec( markdown ) ) {
+			const notes = null;
+
+			// determine direction (horizontal by default)
+			isHorizontal = horizontalSeparatorRegex.test( matches[0] );
+
+			if( !isHorizontal && wasHorizontal ) {
+				// create vertical stack
+				sectionStack.push( [] );
+			}
+
+			// pluck slide content from markdown input
+			content = markdown.substring( lastIndex, matches.index );
+
+			if( isHorizontal && wasHorizontal ) {
+				// add to horizontal stack
+				sectionStack.push( content );
+			}
+			else {
+				// add to vertical stack
+				sectionStack[sectionStack.length-1].push( content );
+			}
+
+			lastIndex = separatorRegex.lastIndex;
+			wasHorizontal = isHorizontal;
+		}
+
+		// add the remaining slide
+		( wasHorizontal ? sectionStack : sectionStack[sectionStack.length-1] ).push( markdown.substring( lastIndex ) );
+
+		let markdownSections = '';
+
+		// flatten the hierarchical stack, and insert <section data-markdown> tags
+		for( let i = 0, len = sectionStack.length; i < len; i++ ) {
+			// vertical
+			if( sectionStack[i] instanceof Array ) {
+				markdownSections += '<section '+ options.attributes +'>';
+
+				sectionStack[i].forEach( function( child ) {
+					markdownSections += '<section data-markdown>' + createMarkdownSlide( child, options ) + '</section>';
+				} );
+
+				markdownSections += '</section>';
+			}
+			else {
+				markdownSections += '<section '+ options.attributes +' data-markdown>' + createMarkdownSlide( sectionStack[i], options ) + '</section>';
+			}
+		}
+
+		return markdownSections;
+
+	}
+
+	/**
+	 * Parses any current data-markdown slides, splits
+	 * multi-slide markdown into separate sections and
+	 * handles loading of external markdown.
+	 */
+	function processSlides( scope ) {
+
+		return new Promise( function( resolve ) {
+
+			const externalPromises = [];
+
+			[].slice.call( scope.querySelectorAll( 'section[data-markdown]:not([data-markdown-parsed])') ).forEach( function( section, i ) {
+
+				if( section.getAttribute( 'data-markdown' ).length ) {
+
+					externalPromises.push( loadExternalMarkdown( section ).then(
+
+						// Finished loading external file
+						function( xhr, url ) {
+							section.outerHTML = slidify( xhr.responseText, {
+								separator: section.getAttribute( 'data-separator' ),
+								verticalSeparator: section.getAttribute( 'data-separator-vertical' ),
+								notesSeparator: section.getAttribute( 'data-separator-notes' ),
+								attributes: getForwardedAttributes( section )
+							});
+						},
+
+						// Failed to load markdown
+						function( xhr, url ) {
+							section.outerHTML = '<section data-state="alert">' +
+								'ERROR: The attempt to fetch ' + url + ' failed with HTTP status ' + xhr.status + '.' +
+								'Check your browser\'s JavaScript console for more details.' +
+								'<p>Remember that you need to serve the presentation HTML from a HTTP server.</p>' +
+								'</section>';
+						}
+
+					) );
+
+				}
+				else {
+
+					section.outerHTML = slidify( getMarkdownFromSlide( section ), {
+						separator: section.getAttribute( 'data-separator' ),
+						verticalSeparator: section.getAttribute( 'data-separator-vertical' ),
+						notesSeparator: section.getAttribute( 'data-separator-notes' ),
+						attributes: getForwardedAttributes( section )
+					});
+
+				}
+
+			});
+
+			Promise.all( externalPromises ).then( resolve );
+
+		} );
+
+	}
+
+	function loadExternalMarkdown( section ) {
+
+		return new Promise( function( resolve, reject ) {
+
+			const xhr = new XMLHttpRequest(),
+				url = section.getAttribute( 'data-markdown' );
+
+			const datacharset = section.getAttribute( 'data-charset' );
+
+			// see https://developer.mozilla.org/en-US/docs/Web/API/element.getAttribute#Notes
+			if( datacharset !== null && datacharset !== '' ) {
+				xhr.overrideMimeType( 'text/html; charset=' + datacharset );
+			}
+
+			xhr.onreadystatechange = function( section, xhr ) {
+				if( xhr.readyState === 4 ) {
+					// file protocol yields status code 0 (useful for local debug, mobile applications etc.)
+					if ( ( xhr.status >= 200 && xhr.status < 300 ) || xhr.status === 0 ) {
+
+						resolve( xhr, url );
+
+					}
+					else {
+
+						reject( xhr, url );
+
+					}
+				}
+			}.bind( this, section, xhr );
+
+			xhr.open( 'GET', url, true );
+
+			try {
+				xhr.send();
+			}
+			catch ( e ) {
+				console.warn( 'Failed to get the Markdown file ' + url + '. Make sure that the presentation and the file are served by a HTTP server and the file can be found there. ' + e );
+				resolve( xhr, url );
+			}
+
+		} );
+
+	}
+
+	/**
+	 * Check if a node value has the attributes pattern.
+	 * If yes, extract it and add that value as one or several attributes
+	 * to the target element.
+	 *
+	 * You need Cache Killer on Chrome to see the effect on any FOM transformation
+	 * directly on refresh (F5)
+	 * http://stackoverflow.com/questions/5690269/disabling-chrome-cache-for-website-development/7000899#answer-11786277
+	 */
+	function addAttributeInElement( node, elementTarget, separator ) {
+
+		const markdownClassesInElementsRegex = new RegExp( separator, 'mg' );
+		const markdownClassRegex = new RegExp( "([^\"= ]+?)=\"([^\"]+?)\"|(data-[^\"= ]+?)(?=[\" ])", 'mg' );
+		let nodeValue = node.nodeValue;
+		let matches,
+			matchesClass;
+		if( matches = markdownClassesInElementsRegex.exec( nodeValue ) ) {
+
+			const classes = matches[1];
+			nodeValue = nodeValue.substring( 0, matches.index ) + nodeValue.substring( markdownClassesInElementsRegex.lastIndex );
+			node.nodeValue = nodeValue;
+			while( matchesClass = markdownClassRegex.exec( classes ) ) {
+				if( matchesClass[2] ) {
+					elementTarget.setAttribute( matchesClass[1], matchesClass[2] );
+				} else {
+					elementTarget.setAttribute( matchesClass[3], "" );
+				}
+			}
+			return true;
+		}
+		return false;
+	}
+
+	/**
+	 * Add attributes to the parent element of a text node,
+	 * or the element of an attribute node.
+	 */
+	function addAttributes( section, element, previousElement, separatorElementAttributes, separatorSectionAttributes ) {
+
+		if ( element !== null && element.childNodes !== undefined && element.childNodes.length > 0 ) {
+			let previousParentElement = element;
+			for( let i = 0; i < element.childNodes.length; i++ ) {
+				const childElement = element.childNodes[i];
+				if ( i > 0 ) {
+					let j = i - 1;
+					while ( j >= 0 ) {
+						const aPreviousChildElement = element.childNodes[j];
+						if ( typeof aPreviousChildElement.setAttribute === 'function' && aPreviousChildElement.tagName !== "BR" ) {
+							previousParentElement = aPreviousChildElement;
+							break;
+						}
+						j = j - 1;
+					}
+				}
+				let parentSection = section;
+				if( childElement.nodeName ===  "section" ) {
+					parentSection = childElement ;
+					previousParentElement = childElement ;
+				}
+				if ( typeof childElement.setAttribute === 'function' || childElement.nodeType === Node.COMMENT_NODE ) {
+					addAttributes( parentSection, childElement, previousParentElement, separatorElementAttributes, separatorSectionAttributes );
+				}
+			}
+		}
+
+		if ( element.nodeType === Node.COMMENT_NODE ) {
+			if ( addAttributeInElement( element, previousElement, separatorElementAttributes ) === false ) {
+				addAttributeInElement( element, section, separatorSectionAttributes );
+			}
+		}
+	}
+
+	/**
+	 * Converts any current data-markdown slides in the
+	 * DOM to HTML.
+	 */
+	function convertSlides() {
+
+		const sections = deck.getRevealElement().querySelectorAll( '[data-markdown]:not([data-markdown-parsed])');
+
+		[].slice.call( sections ).forEach( function( section ) {
+
+			section.setAttribute( 'data-markdown-parsed', true )
+
+			const notes = section.querySelector( 'aside.notes' );
+			const markdown = getMarkdownFromSlide( section );
+
+			section.innerHTML = marked( markdown );
+			addAttributes( 	section, section, null, section.getAttribute( 'data-element-attributes' ) ||
+							section.parentNode.getAttribute( 'data-element-attributes' ) ||
+							DEFAULT_ELEMENT_ATTRIBUTES_SEPARATOR,
+							section.getAttribute( 'data-attributes' ) ||
+							section.parentNode.getAttribute( 'data-attributes' ) ||
+							DEFAULT_SLIDE_ATTRIBUTES_SEPARATOR);
+
+			// If there were notes, we need to re-add them after
+			// having overwritten the section's HTML
+			if( notes ) {
+				section.appendChild( notes );
+			}
+
+		} );
+
+		return Promise.resolve();
+
+	}
+
+	function escapeForHTML( input ) {
+
+	  return input.replace( /([&<>'"])/g, char => HTML_ESCAPE_MAP[char] );
+
+	}
+
+	return {
+		id: 'markdown',
+
+		/**
+		 * Starts processing and converting Markdown within the
+		 * current reveal.js deck.
+		 */
+		init: function( reveal ) {
+
+			deck = reveal;
+
+			let { renderer, animateLists, ...markedOptions } = deck.getConfig().markdown || {};
+
+			if( !renderer ) {
+				renderer = new marked.Renderer();
+
+				renderer.code = ( code, language ) => {
+
+					// Off by default
+					let lineNumberOffset = '';
+					let lineNumbers = '';
+
+					// Users can opt in to show line numbers and highlight
+					// specific lines.
+					// ```javascript []        show line numbers
+					// ```javascript [1,4-8]   highlights lines 1 and 4-8
+					// optional line number offset:
+					// ```javascript [25: 1,4-8]   start line numbering at 25,
+					//                             highlights lines 1 (numbered as 25) and 4-8 (numbered as 28-32)
+					if( CODE_LINE_NUMBER_REGEX.test( language ) ) {
+						let lineNumberOffsetMatch =  language.match( CODE_LINE_NUMBER_REGEX )[2];
+						if (lineNumberOffsetMatch){
+							lineNumberOffset =  `data-ln-start-from="${lineNumberOffsetMatch.trim()}"`;
+						}
+
+						lineNumbers = language.match( CODE_LINE_NUMBER_REGEX )[3].trim();
+						lineNumbers = `data-line-numbers="${lineNumbers}"`;
+						language = language.replace( CODE_LINE_NUMBER_REGEX, '' ).trim();
+					}
+
+					// Escape before this gets injected into the DOM to
+					// avoid having the HTML parser alter our code before
+					// highlight.js is able to read it
+					code = escapeForHTML( code );
+
+					// return `<pre><code ${lineNumbers} class="${language}">${code}</code></pre>`;
+
+					return `<pre><code ${lineNumbers} ${lineNumberOffset} class="${language}">${code}</code></pre>`;
+				};
+			}
+
+			if( animateLists === true ) {
+				renderer.listitem = text => `<li class="fragment">${text}</li>`;
+			}
+
+			marked.setOptions( {
+				renderer,
+				...markedOptions
+			} );
+
+			return processSlides( deck.getRevealElement() ).then( convertSlides );
+
+		},
+
+		// TODO: Do these belong in the API?
+		processSlides: processSlides,
+		convertSlides: convertSlides,
+		slidify: slidify,
+		marked: marked
+	}
+
+};
+
+export default Plugin;
diff --git a/src/_site/site_libs/revealjs/plugin/math/katex.js b/src/_site/site_libs/revealjs/plugin/math/katex.js
new file mode 100755
index 0000000000000000000000000000000000000000..a8b47c4a5198af9c88831c6efd7e3984366d4067
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/math/katex.js
@@ -0,0 +1,96 @@
+/**
+ * A plugin which enables rendering of math equations inside
+ * of reveal.js slides. Essentially a thin wrapper for KaTeX.
+ *
+ * @author Hakim El Hattab
+ * @author Gerhard Burger
+ */
+export const KaTeX = () => {
+	let deck;
+
+	let defaultOptions = {
+		version: 'latest',
+		delimiters: [
+			{left: '$$', right: '$$', display: true}, // Note: $$ has to come before $
+			{left: '$', right: '$', display: false},
+			{left: '\\(', right: '\\)', display: false},
+			{left: '\\[', right: '\\]', display: true}
+		],
+		ignoredTags: ['script', 'noscript', 'style', 'textarea', 'pre']
+	}
+
+	const loadCss = src => {
+		let link = document.createElement('link');
+		link.rel = 'stylesheet';
+		link.href = src;
+		document.head.appendChild(link);
+	};
+
+	/**
+	 * Loads a JavaScript file and returns a Promise for when it is loaded
+	 * Credits: https://aaronsmith.online/easily-load-an-external-script-using-javascript/
+	 */
+	const loadScript = src => {
+		return new Promise((resolve, reject) => {
+			const script = document.createElement('script')
+			script.type = 'text/javascript'
+			script.onload = resolve
+			script.onerror = reject
+			script.src = src
+			document.head.append(script)
+		})
+	};
+
+	async function loadScripts(urls) {
+		for(const url of urls) {
+			await loadScript(url);
+		}
+	}
+
+	return {
+		id: 'katex',
+
+		init: function (reveal) {
+
+			deck = reveal;
+
+			let revealOptions = deck.getConfig().katex || {};
+
+			let options = {...defaultOptions, ...revealOptions};
+			const {local, version, extensions, ...katexOptions} = options;
+
+			let baseUrl = options.local || 'https://cdn.jsdelivr.net/npm/katex';
+			let versionString = options.local ? '' : '@' + options.version;
+
+			let cssUrl = baseUrl + versionString + '/dist/katex.min.css';
+			let katexUrl = baseUrl + versionString + '/dist/katex.min.js';
+			let mhchemUrl = baseUrl + versionString + '/dist/contrib/mhchem.min.js'
+			let karUrl = baseUrl + versionString + '/dist/contrib/auto-render.min.js';
+
+			let katexScripts = [katexUrl];
+			if(options.extensions && options.extensions.includes("mhchem")) {
+				katexScripts.push(mhchemUrl);
+			}
+			katexScripts.push(karUrl);
+
+			const renderMath = () => {
+				renderMathInElement(reveal.getSlidesElement(), katexOptions);
+				deck.layout();
+			}
+
+			loadCss(cssUrl);
+
+			// For some reason dynamically loading with defer attribute doesn't result in the expected behavior, the below code does
+			loadScripts(katexScripts).then(() => {
+				if( deck.isReady() ) {
+					renderMath();
+				}
+				else {
+					deck.on( 'ready', renderMath.bind( this ) );
+				}
+			});
+
+		}
+	}
+
+};
diff --git a/src/_site/site_libs/revealjs/plugin/math/math.esm.js b/src/_site/site_libs/revealjs/plugin/math/math.esm.js
new file mode 100644
index 0000000000000000000000000000000000000000..55c07a073b80f7411302a7b74c30aee92f9c202e
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/math/math.esm.js
@@ -0,0 +1,6 @@
+const t=()=>{let t,e={messageStyle:"none",tex2jax:{inlineMath:[["$","$"],["\\(","\\)"]],skipTags:["script","noscript","style","textarea","pre"]},skipStartupTypeset:!0};return{id:"mathjax2",init:function(a){t=a;let n=t.getConfig().mathjax2||t.getConfig().math||{},i={...e,...n},s=(i.mathjax||"https://cdn.jsdelivr.net/npm/mathjax@2/MathJax.js")+"?config="+(i.config||"TeX-AMS_HTML-full");i.tex2jax={...e.tex2jax,...n.tex2jax},i.mathjax=i.config=null,function(t,e){let a=document.querySelector("head"),n=document.createElement("script");n.type="text/javascript",n.src=t;let i=()=>{"function"==typeof e&&(e.call(),e=null)};n.onload=i,n.onreadystatechange=()=>{"loaded"===this.readyState&&i()},a.appendChild(n)}(s,(function(){MathJax.Hub.Config(i),MathJax.Hub.Queue(["Typeset",MathJax.Hub,t.getRevealElement()]),MathJax.Hub.Queue(t.layout),t.on("slidechanged",(function(t){MathJax.Hub.Queue(["Typeset",MathJax.Hub,t.currentSlide])}))}))}}},e=t;
+/*!
+ * This plugin is a wrapper for the MathJax2,
+ * MathJax3 and KaTeX typesetter plugins.
+ */
+var a=Plugin=Object.assign(e(),{KaTeX:()=>{let t,e={version:"latest",delimiters:[{left:"$$",right:"$$",display:!0},{left:"$",right:"$",display:!1},{left:"\\(",right:"\\)",display:!1},{left:"\\[",right:"\\]",display:!0}],ignoredTags:["script","noscript","style","textarea","pre"]};const a=t=>new Promise(((e,a)=>{const n=document.createElement("script");n.type="text/javascript",n.onload=e,n.onerror=a,n.src=t,document.head.append(n)}));return{id:"katex",init:function(n){t=n;let i=t.getConfig().katex||{},s={...e,...i};const{local:l,version:o,extensions:r,...c}=s;let d=s.local||"https://cdn.jsdelivr.net/npm/katex",p=s.local?"":"@"+s.version,u=d+p+"/dist/katex.min.css",h=d+p+"/dist/contrib/mhchem.min.js",x=d+p+"/dist/contrib/auto-render.min.js",m=[d+p+"/dist/katex.min.js"];s.extensions&&s.extensions.includes("mhchem")&&m.push(h),m.push(x);const f=()=>{renderMathInElement(n.getSlidesElement(),c),t.layout()};(t=>{let e=document.createElement("link");e.rel="stylesheet",e.href=t,document.head.appendChild(e)})(u),async function(t){for(const e of t)await a(e)}(m).then((()=>{t.isReady()?f():t.on("ready",f.bind(this))}))}}},MathJax2:t,MathJax3:()=>{let t,e={tex:{inlineMath:[["$","$"],["\\(","\\)"]]},options:{skipHtmlTags:["script","noscript","style","textarea","pre"]},startup:{ready:()=>{MathJax.startup.defaultReady(),MathJax.startup.promise.then((()=>{t.layout()}))}}};return{id:"mathjax3",init:function(a){t=a;let n=t.getConfig().mathjax3||{},i={...e,...n};i.tex={...e.tex,...n.tex},i.options={...e.options,...n.options},i.startup={...e.startup,...n.startup};let s=i.mathjax||"https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js";i.mathjax=null,window.MathJax=i,function(t,e){let a=document.createElement("script");a.type="text/javascript",a.id="MathJax-script",a.src=t,a.async=!0,a.onload=()=>{"function"==typeof e&&(e.call(),e=null)},document.head.appendChild(a)}(s,(function(){t.addEventListener("slidechanged",(function(t){MathJax.typeset()}))}))}}}});export{a as default};
diff --git a/src/_site/site_libs/revealjs/plugin/math/math.js b/src/_site/site_libs/revealjs/plugin/math/math.js
new file mode 100644
index 0000000000000000000000000000000000000000..ec644bd405fefab061535d569e7b79cbc15ae4fd
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/math/math.js
@@ -0,0 +1 @@
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?module.exports=e():"function"==typeof define&&define.amd?define(e):(t="undefined"!=typeof globalThis?globalThis:t||self).RevealMath=e()}(this,(function(){"use strict";const t=()=>{let t,e={messageStyle:"none",tex2jax:{inlineMath:[["$","$"],["\\(","\\)"]],skipTags:["script","noscript","style","textarea","pre"]},skipStartupTypeset:!0};return{id:"mathjax2",init:function(n){t=n;let a=t.getConfig().mathjax2||t.getConfig().math||{},i={...e,...a},s=(i.mathjax||"https://cdn.jsdelivr.net/npm/mathjax@2/MathJax.js")+"?config="+(i.config||"TeX-AMS_HTML-full");i.tex2jax={...e.tex2jax,...a.tex2jax},i.mathjax=i.config=null,function(t,e){let n=document.querySelector("head"),a=document.createElement("script");a.type="text/javascript",a.src=t;let i=()=>{"function"==typeof e&&(e.call(),e=null)};a.onload=i,a.onreadystatechange=()=>{"loaded"===this.readyState&&i()},n.appendChild(a)}(s,(function(){MathJax.Hub.Config(i),MathJax.Hub.Queue(["Typeset",MathJax.Hub,t.getRevealElement()]),MathJax.Hub.Queue(t.layout),t.on("slidechanged",(function(t){MathJax.Hub.Queue(["Typeset",MathJax.Hub,t.currentSlide])}))}))}}},e=t;return Plugin=Object.assign(e(),{KaTeX:()=>{let t,e={version:"latest",delimiters:[{left:"$$",right:"$$",display:!0},{left:"$",right:"$",display:!1},{left:"\\(",right:"\\)",display:!1},{left:"\\[",right:"\\]",display:!0}],ignoredTags:["script","noscript","style","textarea","pre"]};const n=t=>new Promise(((e,n)=>{const a=document.createElement("script");a.type="text/javascript",a.onload=e,a.onerror=n,a.src=t,document.head.append(a)}));return{id:"katex",init:function(a){t=a;let i=t.getConfig().katex||{},s={...e,...i};const{local:o,version:l,extensions:r,...c}=s;let d=s.local||"https://cdn.jsdelivr.net/npm/katex",u=s.local?"":"@"+s.version,p=d+u+"/dist/katex.min.css",h=d+u+"/dist/contrib/mhchem.min.js",x=d+u+"/dist/contrib/auto-render.min.js",m=[d+u+"/dist/katex.min.js"];s.extensions&&s.extensions.includes("mhchem")&&m.push(h),m.push(x);const f=()=>{renderMathInElement(a.getSlidesElement(),c),t.layout()};(t=>{let e=document.createElement("link");e.rel="stylesheet",e.href=t,document.head.appendChild(e)})(p),async function(t){for(const e of t)await n(e)}(m).then((()=>{t.isReady()?f():t.on("ready",f.bind(this))}))}}},MathJax2:t,MathJax3:()=>{let t,e={tex:{inlineMath:[["$","$"],["\\(","\\)"]]},options:{skipHtmlTags:["script","noscript","style","textarea","pre"]},startup:{ready:()=>{MathJax.startup.defaultReady(),MathJax.startup.promise.then((()=>{t.layout()}))}}};return{id:"mathjax3",init:function(n){t=n;let a=t.getConfig().mathjax3||{},i={...e,...a};i.tex={...e.tex,...a.tex},i.options={...e.options,...a.options},i.startup={...e.startup,...a.startup};let s=i.mathjax||"https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js";i.mathjax=null,window.MathJax=i,function(t,e){let n=document.createElement("script");n.type="text/javascript",n.id="MathJax-script",n.src=t,n.async=!0,n.onload=()=>{"function"==typeof e&&(e.call(),e=null)},document.head.appendChild(n)}(s,(function(){t.addEventListener("slidechanged",(function(t){MathJax.typeset()}))}))}}}})}));
diff --git a/src/_site/site_libs/revealjs/plugin/math/mathjax2.js b/src/_site/site_libs/revealjs/plugin/math/mathjax2.js
new file mode 100644
index 0000000000000000000000000000000000000000..daebe7e86b37eca79ba9bee285503194acb4cd6d
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/math/mathjax2.js
@@ -0,0 +1,89 @@
+/**
+ * A plugin which enables rendering of math equations inside
+ * of reveal.js slides. Essentially a thin wrapper for MathJax.
+ *
+ * @author Hakim El Hattab
+ */
+export const MathJax2 = () => {
+
+	// The reveal.js instance this plugin is attached to
+	let deck;
+
+	let defaultOptions = {
+		messageStyle: 'none',
+		tex2jax: {
+			inlineMath: [ [ '$', '$' ], [ '\\(', '\\)' ] ],
+			skipTags: [ 'script', 'noscript', 'style', 'textarea', 'pre' ]
+		},
+		skipStartupTypeset: true
+	};
+
+	function loadScript( url, callback ) {
+
+		let head = document.querySelector( 'head' );
+		let script = document.createElement( 'script' );
+		script.type = 'text/javascript';
+		script.src = url;
+
+		// Wrapper for callback to make sure it only fires once
+		let finish = () => {
+			if( typeof callback === 'function' ) {
+				callback.call();
+				callback = null;
+			}
+		}
+
+		script.onload = finish;
+
+		// IE
+		script.onreadystatechange = () => {
+			if ( this.readyState === 'loaded' ) {
+				finish();
+			}
+		}
+
+		// Normal browsers
+		head.appendChild( script );
+
+	}
+
+	return {
+		id: 'mathjax2',
+
+		init: function( reveal ) {
+
+			deck = reveal;
+
+			let revealOptions = deck.getConfig().mathjax2 || deck.getConfig().math || {};
+
+			let options = { ...defaultOptions, ...revealOptions };
+			let mathjax = options.mathjax || 'https://cdn.jsdelivr.net/npm/mathjax@2/MathJax.js';
+			let config = options.config || 'TeX-AMS_HTML-full';
+			let url = mathjax + '?config=' + config;
+
+			options.tex2jax = { ...defaultOptions.tex2jax, ...revealOptions.tex2jax };
+
+			options.mathjax = options.config = null;
+
+			loadScript( url, function() {
+
+				MathJax.Hub.Config( options );
+
+				// Typeset followed by an immediate reveal.js layout since
+				// the typesetting process could affect slide height
+				MathJax.Hub.Queue( [ 'Typeset', MathJax.Hub, deck.getRevealElement() ] );
+				MathJax.Hub.Queue( deck.layout );
+
+				// Reprocess equations in slides when they turn visible
+				deck.on( 'slidechanged', function( event ) {
+
+					MathJax.Hub.Queue( [ 'Typeset', MathJax.Hub, event.currentSlide ] );
+
+				} );
+
+			} );
+
+		}
+	}
+
+};
diff --git a/src/_site/site_libs/revealjs/plugin/math/mathjax3.js b/src/_site/site_libs/revealjs/plugin/math/mathjax3.js
new file mode 100644
index 0000000000000000000000000000000000000000..767129c1c13491f0e2fca398c3412548ab0a3f00
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/math/mathjax3.js
@@ -0,0 +1,77 @@
+/**
+ * A plugin which enables rendering of math equations inside
+ * of reveal.js slides. Essentially a thin wrapper for MathJax 3
+ *
+ * @author Hakim El Hattab
+ * @author Gerhard Burger
+ */
+export const MathJax3 = () => {
+
+    // The reveal.js instance this plugin is attached to
+    let deck;
+
+    let defaultOptions = {
+        tex: {
+            inlineMath: [ [ '$', '$' ], [ '\\(', '\\)' ]  ]
+        },
+        options: {
+            skipHtmlTags: [ 'script', 'noscript', 'style', 'textarea', 'pre' ]
+        },
+        startup: {
+            ready: () => {
+                MathJax.startup.defaultReady();
+                MathJax.startup.promise.then(() => {
+                    deck.layout();
+                });
+            }
+        }
+    };
+
+    function loadScript( url, callback ) {
+
+        let script = document.createElement( 'script' );
+        script.type = "text/javascript"
+        script.id = "MathJax-script"
+        script.src = url;
+        script.async = true
+
+        // Wrapper for callback to make sure it only fires once
+        script.onload = () => {
+            if (typeof callback === 'function') {
+                callback.call();
+                callback = null;
+            }
+        };
+
+        document.head.appendChild( script );
+
+    }
+
+    return {
+        id: 'mathjax3',
+        init: function(reveal) {
+
+            deck = reveal;
+
+            let revealOptions = deck.getConfig().mathjax3 || {};
+            let options = {...defaultOptions, ...revealOptions};
+            options.tex = {...defaultOptions.tex, ...revealOptions.tex}
+            options.options = {...defaultOptions.options, ...revealOptions.options}
+            options.startup = {...defaultOptions.startup, ...revealOptions.startup}
+
+            let url = options.mathjax || 'https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js';
+            options.mathjax = null;
+
+            window.MathJax = options;
+
+            loadScript( url, function() {
+                // Reprocess equations in slides when they turn visible
+                deck.addEventListener( 'slidechanged', function( event ) {
+                    MathJax.typeset();
+                } );
+            } );
+
+        }
+    }
+
+};
diff --git a/src/_site/site_libs/revealjs/plugin/math/plugin.js b/src/_site/site_libs/revealjs/plugin/math/plugin.js
new file mode 100644
index 0000000000000000000000000000000000000000..a92ccfb7cdc862f17973d52fd44085256f5f2c29
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/math/plugin.js
@@ -0,0 +1,15 @@
+import {KaTeX} from "./katex";
+import {MathJax2} from "./mathjax2";
+import {MathJax3} from "./mathjax3";
+
+const defaultTypesetter = MathJax2;
+
+/*!
+ * This plugin is a wrapper for the MathJax2,
+ * MathJax3 and KaTeX typesetter plugins.
+ */
+export default Plugin = Object.assign( defaultTypesetter(), {
+	KaTeX,
+	MathJax2,
+	MathJax3
+} );
\ No newline at end of file
diff --git a/src/_site/site_libs/revealjs/plugin/notes/notes.esm.js b/src/_site/site_libs/revealjs/plugin/notes/notes.esm.js
new file mode 100644
index 0000000000000000000000000000000000000000..beacbd2ed82d05f0c387f733b62e4ea358042993
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/notes/notes.esm.js
@@ -0,0 +1 @@
+function t(){return{async:!1,baseUrl:null,breaks:!1,extensions:null,gfm:!0,headerIds:!0,headerPrefix:"",highlight:null,hooks:null,langPrefix:"language-",mangle:!0,pedantic:!1,renderer:null,sanitize:!1,sanitizer:null,silent:!1,smartypants:!1,tokenizer:null,walkTokens:null,xhtml:!1}}let e={async:!1,baseUrl:null,breaks:!1,extensions:null,gfm:!0,headerIds:!0,headerPrefix:"",highlight:null,hooks:null,langPrefix:"language-",mangle:!0,pedantic:!1,renderer:null,sanitize:!1,sanitizer:null,silent:!1,smartypants:!1,tokenizer:null,walkTokens:null,xhtml:!1};const n=/[&<>"']/,i=new RegExp(n.source,"g"),s=/[<>"']|&(?!(#\d{1,7}|#[Xx][a-fA-F0-9]{1,6}|\w+);)/,r=new RegExp(s.source,"g"),a={"&":"&amp;","<":"&lt;",">":"&gt;",'"':"&quot;","'":"&#39;"},o=t=>a[t];function l(t,e){if(e){if(n.test(t))return t.replace(i,o)}else if(s.test(t))return t.replace(r,o);return t}const c=/&(#(?:\d+)|(?:#x[0-9A-Fa-f]+)|(?:\w+));?/gi;function p(t){return 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i;this.options.extensions.startBlock.forEach((function(t){i=t.call({lexer:this},n),"number"==typeof i&&i>=0&&(e=Math.min(e,i))})),e<1/0&&e>=0&&(s=t.substring(0,e+1))}if(this.state.top&&(n=this.tokenizer.paragraph(s)))i=e[e.length-1],r&&"paragraph"===i.type?(i.raw+="\n"+n.raw,i.text+="\n"+n.text,this.inlineQueue.pop(),this.inlineQueue[this.inlineQueue.length-1].src=i.text):e.push(n),r=s.length!==t.length,t=t.substring(n.raw.length);else if(n=this.tokenizer.text(t))t=t.substring(n.raw.length),i=e[e.length-1],i&&"text"===i.type?(i.raw+="\n"+n.raw,i.text+="\n"+n.text,this.inlineQueue.pop(),this.inlineQueue[this.inlineQueue.length-1].src=i.text):e.push(n);else if(t){const e="Infinite loop on byte: "+t.charCodeAt(0);if(this.options.silent){console.error(e);break}throw new Error(e)}}return this.state.top=!0,e}inline(t,e=[]){return this.inlineQueue.push({src:t,tokens:e}),e}inlineTokens(t,e=[]){let n,i,s,r,a,o,l=t;if(this.tokens.links){const 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if(n=this.tokenizer.tag(t))t=t.substring(n.raw.length),i=e[e.length-1],i&&"text"===n.type&&"text"===i.type?(i.raw+=n.raw,i.text+=n.text):e.push(n);else if(n=this.tokenizer.link(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.reflink(t,this.tokens.links))t=t.substring(n.raw.length),i=e[e.length-1],i&&"text"===n.type&&"text"===i.type?(i.raw+=n.raw,i.text+=n.text):e.push(n);else if(n=this.tokenizer.emStrong(t,l,o))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.codespan(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.br(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.del(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.autolink(t,A))t=t.substring(n.raw.length),e.push(n);else if(this.state.inLink||!(n=this.tokenizer.url(t,A))){if(s=t,this.options.extensions&&this.options.extensions.startInline){let e=1/0;const n=t.slice(1);let i;this.options.extensions.startInline.forEach((function(t){i=t.call({lexer:this},n),"number"==typeof i&&i>=0&&(e=Math.min(e,i))})),e<1/0&&e>=0&&(s=t.substring(0,e+1))}if(n=this.tokenizer.inlineText(s,E))t=t.substring(n.raw.length),"_"!==n.raw.slice(-1)&&(o=n.raw.slice(-1)),a=!0,i=e[e.length-1],i&&"text"===i.type?(i.raw+=n.raw,i.text+=n.text):e.push(n);else if(t){const e="Infinite loop on byte: "+t.charCodeAt(0);if(this.options.silent){console.error(e);break}throw new Error(e)}}else t=t.substring(n.raw.length),e.push(n);return e}}class L{constructor(t){this.options=t||e}code(t,e,n){const i=(e||"").match(/\S*/)[0];if(this.options.highlight){const e=this.options.highlight(t,i);null!=e&&e!==t&&(n=!0,t=e)}return t=t.replace(/\n$/,"")+"\n",i?'<pre><code class="'+this.options.langPrefix+l(i)+'">'+(n?t:l(t,!0))+"</code></pre>\n":"<pre><code>"+(n?t:l(t,!0))+"</code></pre>\n"}blockquote(t){return`<blockquote>\n${t}</blockquote>\n`}html(t){return t}heading(t,e,n,i){if(this.options.headerIds){return`<h${e} id="${this.options.headerPrefix+i.slug(n)}">${t}</h${e}>\n`}return`<h${e}>${t}</h${e}>\n`}hr(){return this.options.xhtml?"<hr/>\n":"<hr>\n"}list(t,e,n){const i=e?"ol":"ul";return"<"+i+(e&&1!==n?' start="'+n+'"':"")+">\n"+t+"</"+i+">\n"}listitem(t){return`<li>${t}</li>\n`}checkbox(t){return"<input "+(t?'checked="" ':"")+'disabled="" type="checkbox"'+(this.options.xhtml?" /":"")+"> "}paragraph(t){return`<p>${t}</p>\n`}table(t,e){return e&&(e=`<tbody>${e}</tbody>`),"<table>\n<thead>\n"+t+"</thead>\n"+e+"</table>\n"}tablerow(t){return`<tr>\n${t}</tr>\n`}tablecell(t,e){const n=e.header?"th":"td";return(e.align?`<${n} align="${e.align}">`:`<${n}>`)+t+`</${n}>\n`}strong(t){return`<strong>${t}</strong>`}em(t){return`<em>${t}</em>`}codespan(t){return`<code>${t}</code>`}br(){return this.options.xhtml?"<br/>":"<br>"}del(t){return`<del>${t}</del>`}link(t,e,n){if(null===(t=m(this.options.sanitize,this.options.baseUrl,t)))return n;let i='<a 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L,this.renderer=this.options.renderer,this.renderer.options=this.options,this.textRenderer=new I,this.slugger=new M}static parse(t,e){return new C(e).parse(t)}static parseInline(t,e){return new C(e).parseInline(t)}parse(t,e=!0){let n,i,s,r,a,o,l,c,u,d,h,g,m,f,k,w,x,b,y,v="";const S=t.length;for(n=0;n<S;n++)if(d=t[n],this.options.extensions&&this.options.extensions.renderers&&this.options.extensions.renderers[d.type]&&(y=this.options.extensions.renderers[d.type].call({parser:this},d),!1!==y||!["space","hr","heading","code","table","blockquote","list","html","paragraph","text"].includes(d.type)))v+=y||"";else 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100%;\n\t\t\t\theight: 100%;\n\t\t\t\tborder: 1px solid #ddd;\n\t\t\t}\n\n\t\t\t#current-slide .label,\n\t\t\t#upcoming-slide .label {\n\t\t\t\tposition: absolute;\n\t\t\t\ttop: 10px;\n\t\t\t\tleft: 10px;\n\t\t\t\tz-index: 2;\n\t\t\t}\n\n\t\t\t#connection-status {\n\t\t\t\tposition: absolute;\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 0;\n\t\t\t\twidth: 100%;\n\t\t\t\theight: 100%;\n\t\t\t\tz-index: 20;\n\t\t\t\tpadding: 30% 20% 20% 20%;\n\t\t\t\tfont-size: 18px;\n\t\t\t\tcolor: #222;\n\t\t\t\tbackground: #fff;\n\t\t\t\ttext-align: center;\n\t\t\t\tbox-sizing: border-box;\n\t\t\t\tline-height: 1.4;\n\t\t\t}\n\n\t\t\t.overlay-element {\n\t\t\t\theight: 34px;\n\t\t\t\tline-height: 34px;\n\t\t\t\tpadding: 0 10px;\n\t\t\t\ttext-shadow: none;\n\t\t\t\tbackground: rgba( 220, 220, 220, 0.8 );\n\t\t\t\tcolor: #222;\n\t\t\t\tfont-size: 14px;\n\t\t\t}\n\n\t\t\t.overlay-element.interactive:hover {\n\t\t\t\tbackground: rgba( 220, 220, 220, 1 );\n\t\t\t}\n\n\t\t\t#current-slide {\n\t\t\t\tposition: absolute;\n\t\t\t\twidth: 60%;\n\t\t\t\theight: 100%;\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 0;\n\t\t\t\tpadding-right: 0;\n\t\t\t}\n\n\t\t\t#upcoming-slide {\n\t\t\t\tposition: absolute;\n\t\t\t\twidth: 40%;\n\t\t\t\theight: 40%;\n\t\t\t\tright: 0;\n\t\t\t\ttop: 0;\n\t\t\t}\n\n\t\t\t/* Speaker controls */\n\t\t\t#speaker-controls {\n\t\t\t\tposition: absolute;\n\t\t\t\ttop: 40%;\n\t\t\t\tright: 0;\n\t\t\t\twidth: 40%;\n\t\t\t\theight: 60%;\n\t\t\t\toverflow: auto;\n\t\t\t\tfont-size: 18px;\n\t\t\t}\n\n\t\t\t\t.speaker-controls-time.hidden,\n\t\t\t\t.speaker-controls-notes.hidden {\n\t\t\t\t\tdisplay: none;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .label,\n\t\t\t\t.speaker-controls-pace .label,\n\t\t\t\t.speaker-controls-notes .label {\n\t\t\t\t\ttext-transform: uppercase;\n\t\t\t\t\tfont-weight: normal;\n\t\t\t\t\tfont-size: 0.66em;\n\t\t\t\t\tcolor: #666;\n\t\t\t\t\tmargin: 0;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time, .speaker-controls-pace {\n\t\t\t\t\tborder-bottom: 1px solid rgba( 200, 200, 200, 0.5 );\n\t\t\t\t\tmargin-bottom: 10px;\n\t\t\t\t\tpadding: 10px 16px;\n\t\t\t\t\tpadding-bottom: 20px;\n\t\t\t\t\tcursor: pointer;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .reset-button {\n\t\t\t\t\topacity: 0;\n\t\t\t\t\tfloat: right;\n\t\t\t\t\tcolor: #666;\n\t\t\t\t\ttext-decoration: none;\n\t\t\t\t}\n\t\t\t\t.speaker-controls-time:hover .reset-button {\n\t\t\t\t\topacity: 1;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .timer,\n\t\t\t\t.speaker-controls-time .clock {\n\t\t\t\t\twidth: 50%;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .timer,\n\t\t\t\t.speaker-controls-time .clock,\n\t\t\t\t.speaker-controls-time .pacing .hours-value,\n\t\t\t\t.speaker-controls-time .pacing .minutes-value,\n\t\t\t\t.speaker-controls-time .pacing .seconds-value {\n\t\t\t\t\tfont-size: 1.9em;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .timer {\n\t\t\t\t\tfloat: left;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .clock {\n\t\t\t\t\tfloat: right;\n\t\t\t\t\ttext-align: right;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time span.mute {\n\t\t\t\t\topacity: 0.3;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .pacing-title {\n\t\t\t\t\tmargin-top: 5px;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .pacing.ahead {\n\t\t\t\t\tcolor: blue;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .pacing.on-track {\n\t\t\t\t\tcolor: green;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .pacing.behind {\n\t\t\t\t\tcolor: red;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-notes {\n\t\t\t\t\tpadding: 10px 16px;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-notes .value {\n\t\t\t\t\tmargin-top: 5px;\n\t\t\t\t\tline-height: 1.4;\n\t\t\t\t\tfont-size: 1.2em;\n\t\t\t\t}\n\n\t\t\t/* Layout selector */\n\t\t\t#speaker-layout {\n\t\t\t\tposition: absolute;\n\t\t\t\ttop: 10px;\n\t\t\t\tright: 10px;\n\t\t\t\tcolor: #222;\n\t\t\t\tz-index: 10;\n\t\t\t}\n\t\t\t\t#speaker-layout select {\n\t\t\t\t\tposition: absolute;\n\t\t\t\t\twidth: 100%;\n\t\t\t\t\theight: 100%;\n\t\t\t\t\ttop: 0;\n\t\t\t\t\tleft: 0;\n\t\t\t\t\tborder: 0;\n\t\t\t\t\tbox-shadow: 0;\n\t\t\t\t\tcursor: pointer;\n\t\t\t\t\topacity: 0;\n\n\t\t\t\t\tfont-size: 1em;\n\t\t\t\t\tbackground-color: transparent;\n\n\t\t\t\t\t-moz-appearance: none;\n\t\t\t\t\t-webkit-appearance: none;\n\t\t\t\t\t-webkit-tap-highlight-color: rgba(0, 0, 0, 0);\n\t\t\t\t}\n\n\t\t\t\t#speaker-layout select:focus {\n\t\t\t\t\toutline: none;\n\t\t\t\t\tbox-shadow: none;\n\t\t\t\t}\n\n\t\t\t.clear {\n\t\t\t\tclear: both;\n\t\t\t}\n\n\t\t\t/* Speaker layout: Wide */\n\t\t\tbody[data-speaker-layout=\"wide\"] #current-slide,\n\t\t\tbody[data-speaker-layout=\"wide\"] #upcoming-slide {\n\t\t\t\twidth: 50%;\n\t\t\t\theight: 45%;\n\t\t\t\tpadding: 6px;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"wide\"] #current-slide {\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 0;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"wide\"] #upcoming-slide {\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 50%;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"wide\"] #speaker-controls {\n\t\t\t\ttop: 45%;\n\t\t\t\tleft: 0;\n\t\t\t\twidth: 100%;\n\t\t\t\theight: 50%;\n\t\t\t\tfont-size: 1.25em;\n\t\t\t}\n\n\t\t\t/* Speaker layout: Tall */\n\t\t\tbody[data-speaker-layout=\"tall\"] #current-slide,\n\t\t\tbody[data-speaker-layout=\"tall\"] #upcoming-slide {\n\t\t\t\twidth: 45%;\n\t\t\t\theight: 50%;\n\t\t\t\tpadding: 6px;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"tall\"] #current-slide {\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 0;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"tall\"] #upcoming-slide {\n\t\t\t\ttop: 50%;\n\t\t\t\tleft: 0;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"tall\"] #speaker-controls {\n\t\t\t\tpadding-top: 40px;\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 45%;\n\t\t\t\twidth: 55%;\n\t\t\t\theight: 100%;\n\t\t\t\tfont-size: 1.25em;\n\t\t\t}\n\n\t\t\t/* Speaker layout: Notes only */\n\t\t\tbody[data-speaker-layout=\"notes-only\"] #current-slide,\n\t\t\tbody[data-speaker-layout=\"notes-only\"] #upcoming-slide {\n\t\t\t\tdisplay: none;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"notes-only\"] #speaker-controls {\n\t\t\t\tpadding-top: 40px;\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 0;\n\t\t\t\twidth: 100%;\n\t\t\t\theight: 100%;\n\t\t\t\tfont-size: 1.25em;\n\t\t\t}\n\n\t\t\t@media screen and (max-width: 1080px) {\n\t\t\t\tbody[data-speaker-layout=\"default\"] #speaker-controls {\n\t\t\t\t\tfont-size: 16px;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t@media screen and (max-width: 900px) {\n\t\t\t\tbody[data-speaker-layout=\"default\"] #speaker-controls {\n\t\t\t\t\tfont-size: 14px;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t@media screen and (max-width: 800px) {\n\t\t\t\tbody[data-speaker-layout=\"default\"] #speaker-controls {\n\t\t\t\t\tfont-size: 12px;\n\t\t\t\t}\n\t\t\t}\n\n\t\t</style>\n\t</head>\n\n\t<body>\n\n\t\t<div id=\"connection-status\">Loading speaker view...</div>\n\n\t\t<div id=\"current-slide\"></div>\n\t\t<div id=\"upcoming-slide\"><span class=\"overlay-element label\">Upcoming</span></div>\n\t\t<div id=\"speaker-controls\">\n\t\t\t<div class=\"speaker-controls-time\">\n\t\t\t\t<h4 class=\"label\">Time <span class=\"reset-button\">Click to Reset</span></h4>\n\t\t\t\t<div class=\"clock\">\n\t\t\t\t\t<span class=\"clock-value\">0:00 AM</span>\n\t\t\t\t</div>\n\t\t\t\t<div class=\"timer\">\n\t\t\t\t\t<span class=\"hours-value\">00</span><span class=\"minutes-value\">:00</span><span class=\"seconds-value\">:00</span>\n\t\t\t\t</div>\n\t\t\t\t<div class=\"clear\"></div>\n\n\t\t\t\t<h4 class=\"label pacing-title\" style=\"display: none\">Pacing – Time to finish current slide</h4>\n\t\t\t\t<div class=\"pacing\" style=\"display: none\">\n\t\t\t\t\t<span class=\"hours-value\">00</span><span class=\"minutes-value\">:00</span><span class=\"seconds-value\">:00</span>\n\t\t\t\t</div>\n\t\t\t</div>\n\n\t\t\t<div class=\"speaker-controls-notes hidden\">\n\t\t\t\t<h4 class=\"label\">Notes</h4>\n\t\t\t\t<div class=\"value\"></div>\n\t\t\t</div>\n\t\t</div>\n\t\t<div id=\"speaker-layout\" class=\"overlay-element interactive\">\n\t\t\t<span class=\"speaker-layout-label\"></span>\n\t\t\t<select class=\"speaker-layout-dropdown\"></select>\n\t\t</div>\n\n\t\t<script>\n\n\t\t\t(function() {\n\n\t\t\t\tvar notes,\n\t\t\t\t\tnotesValue,\n\t\t\t\t\tcurrentState,\n\t\t\t\t\tcurrentSlide,\n\t\t\t\t\tupcomingSlide,\n\t\t\t\t\tlayoutLabel,\n\t\t\t\t\tlayoutDropdown,\n\t\t\t\t\tpendingCalls = {},\n\t\t\t\t\tlastRevealApiCallId = 0,\n\t\t\t\t\tconnected = false\n\n\t\t\t\tvar connectionStatus = document.querySelector( '#connection-status' );\n\n\t\t\t\tvar SPEAKER_LAYOUTS = {\n\t\t\t\t\t'default': 'Default',\n\t\t\t\t\t'wide': 'Wide',\n\t\t\t\t\t'tall': 'Tall',\n\t\t\t\t\t'notes-only': 'Notes only'\n\t\t\t\t};\n\n\t\t\t\tsetupLayout();\n\n\t\t\t\tlet openerOrigin;\n\n\t\t\t\ttry {\n\t\t\t\t\topenerOrigin = window.opener.location.origin;\n\t\t\t\t}\n\t\t\t\tcatch ( error ) { console.warn( error ) }\n\n\t\t\t\t// In order to prevent XSS, the speaker view will only run if its\n\t\t\t\t// opener has the same origin as itself\n\t\t\t\tif( window.location.origin !== openerOrigin ) {\n\t\t\t\t\tconnectionStatus.innerHTML = 'Cross origin error.<br>The speaker window can only be opened from the same origin.';\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\tvar connectionTimeout = setTimeout( function() {\n\t\t\t\t\tconnectionStatus.innerHTML = 'Error connecting to main window.<br>Please try closing and reopening the speaker view.';\n\t\t\t\t}, 5000 );\n\n\t\t\t\twindow.addEventListener( 'message', function( event ) {\n\n\t\t\t\t\t// Validate the origin of all messages to avoid parsing messages\n\t\t\t\t\t// that aren't meant for us. Ignore when running off file:// so\n\t\t\t\t\t// that the speaker view continues to work without a web server.\n\t\t\t\t\tif( window.location.origin !== event.origin && window.location.origin !== 'file://' ) {\n\t\t\t\t\t\treturn\n\t\t\t\t\t}\n\n\t\t\t\t\tclearTimeout( connectionTimeout );\n\t\t\t\t\tconnectionStatus.style.display = 'none';\n\n\t\t\t\t\tvar data = JSON.parse( event.data );\n\n\t\t\t\t\t// The overview mode is only useful to the reveal.js instance\n\t\t\t\t\t// where navigation occurs so we don't sync it\n\t\t\t\t\tif( data.state ) delete data.state.overview;\n\n\t\t\t\t\t// Messages sent by the notes plugin inside of the main window\n\t\t\t\t\tif( data && data.namespace === 'reveal-notes' ) {\n\t\t\t\t\t\tif( data.type === 'connect' ) {\n\t\t\t\t\t\t\thandleConnectMessage( data );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse if( data.type === 'state' ) {\n\t\t\t\t\t\t\thandleStateMessage( data );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse if( data.type === 'return' ) {\n\t\t\t\t\t\t\tpendingCalls[data.callId](data.result);\n\t\t\t\t\t\t\tdelete pendingCalls[data.callId];\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\t// Messages sent by the reveal.js inside of the current slide preview\n\t\t\t\t\telse if( data && data.namespace === 'reveal' ) {\n\t\t\t\t\t\tif( /ready/.test( data.eventName ) ) {\n\t\t\t\t\t\t\t// Send a message back to notify that the handshake is complete\n\t\t\t\t\t\t\twindow.opener.postMessage( JSON.stringify({ namespace: 'reveal-notes', type: 'connected'} ), '*' );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse if( /slidechanged|fragmentshown|fragmenthidden|paused|resumed/.test( data.eventName ) && currentState !== JSON.stringify( data.state ) ) {\n\n\t\t\t\t\t\t\tdispatchStateToMainWindow( data.state );\n\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\n\t\t\t\t} );\n\n\t\t\t\t/**\n\t\t\t\t * Updates the presentation in the main window to match the state\n\t\t\t\t * of the presentation in the notes window.\n\t\t\t\t */\n\t\t\t\tconst dispatchStateToMainWindow = debounce(( state ) => {\n\t\t\t\t\twindow.opener.postMessage( JSON.stringify({ method: 'setState', args: [ state ]} ), '*' );\n\t\t\t\t}, 500);\n\n\t\t\t\t/**\n\t\t\t\t * Asynchronously calls the Reveal.js API of the main frame.\n\t\t\t\t */\n\t\t\t\tfunction callRevealApi( methodName, methodArguments, callback ) {\n\n\t\t\t\t\tvar callId = ++lastRevealApiCallId;\n\t\t\t\t\tpendingCalls[callId] = callback;\n\t\t\t\t\twindow.opener.postMessage( JSON.stringify( {\n\t\t\t\t\t\tnamespace: 'reveal-notes',\n\t\t\t\t\t\ttype: 'call',\n\t\t\t\t\t\tcallId: callId,\n\t\t\t\t\t\tmethodName: methodName,\n\t\t\t\t\t\targuments: methodArguments\n\t\t\t\t\t} ), '*' );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Called when the main window is trying to establish a\n\t\t\t\t * connection.\n\t\t\t\t */\n\t\t\t\tfunction handleConnectMessage( data ) {\n\n\t\t\t\t\tif( connected === false ) {\n\t\t\t\t\t\tconnected = true;\n\n\t\t\t\t\t\tsetupIframes( data );\n\t\t\t\t\t\tsetupKeyboard();\n\t\t\t\t\t\tsetupNotes();\n\t\t\t\t\t\tsetupTimer();\n\t\t\t\t\t\tsetupHeartbeat();\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Called when the main window sends an updated state.\n\t\t\t\t */\n\t\t\t\tfunction handleStateMessage( data ) {\n\n\t\t\t\t\t// Store the most recently set state to avoid circular loops\n\t\t\t\t\t// applying the same state\n\t\t\t\t\tcurrentState = JSON.stringify( data.state );\n\n\t\t\t\t\t// No need for updating the notes in case of fragment changes\n\t\t\t\t\tif ( data.notes ) {\n\t\t\t\t\t\tnotes.classList.remove( 'hidden' );\n\t\t\t\t\t\tnotesValue.style.whiteSpace = data.whitespace;\n\t\t\t\t\t\tif( data.markdown ) {\n\t\t\t\t\t\t\tnotesValue.innerHTML = marked( data.notes );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tnotesValue.innerHTML = data.notes;\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tnotes.classList.add( 'hidden' );\n\t\t\t\t\t}\n\n\t\t\t\t\t// Update the note slides\n\t\t\t\t\tcurrentSlide.contentWindow.postMessage( JSON.stringify({ method: 'setState', args: [ data.state ] }), '*' );\n\t\t\t\t\tupcomingSlide.contentWindow.postMessage( JSON.stringify({ method: 'setState', args: [ data.state ] }), '*' );\n\t\t\t\t\tupcomingSlide.contentWindow.postMessage( JSON.stringify({ method: 'next' }), '*' );\n\n\t\t\t\t}\n\n\t\t\t\t// Limit to max one state update per X ms\n\t\t\t\thandleStateMessage = debounce( handleStateMessage, 200 );\n\n\t\t\t\t/**\n\t\t\t\t * Forward keyboard events to the current slide window.\n\t\t\t\t * This enables keyboard events to work even if focus\n\t\t\t\t * isn't set on the current slide iframe.\n\t\t\t\t *\n\t\t\t\t * Block F5 default handling, it reloads and disconnects\n\t\t\t\t * the speaker notes window.\n\t\t\t\t */\n\t\t\t\tfunction setupKeyboard() {\n\n\t\t\t\t\tdocument.addEventListener( 'keydown', function( event ) {\n\t\t\t\t\t\tif( event.keyCode === 116 || ( event.metaKey && event.keyCode === 82 ) ) {\n\t\t\t\t\t\t\tevent.preventDefault();\n\t\t\t\t\t\t\treturn false;\n\t\t\t\t\t\t}\n\t\t\t\t\t\tcurrentSlide.contentWindow.postMessage( JSON.stringify({ method: 'triggerKey', args: [ event.keyCode ] }), '*' );\n\t\t\t\t\t} );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Creates the preview iframes.\n\t\t\t\t */\n\t\t\t\tfunction setupIframes( data ) {\n\n\t\t\t\t\tvar params = [\n\t\t\t\t\t\t'receiver',\n\t\t\t\t\t\t'progress=false',\n\t\t\t\t\t\t'history=false',\n\t\t\t\t\t\t'transition=none',\n\t\t\t\t\t\t'autoSlide=0',\n\t\t\t\t\t\t'backgroundTransition=none'\n\t\t\t\t\t].join( '&' );\n\n\t\t\t\t\tvar urlSeparator = /\\?/.test(data.url) ? '&' : '?';\n\t\t\t\t\tvar hash = '#/' + data.state.indexh + '/' + data.state.indexv;\n\t\t\t\t\tvar currentURL = data.url + urlSeparator + params + '&scrollActivationWidth=false&postMessageEvents=true' + hash;\n\t\t\t\t\tvar upcomingURL = data.url + urlSeparator + params + '&scrollActivationWidth=false&controls=false' + hash;\n\n\t\t\t\t\tcurrentSlide = document.createElement( 'iframe' );\n\t\t\t\t\tcurrentSlide.setAttribute( 'width', 1280 );\n\t\t\t\t\tcurrentSlide.setAttribute( 'height', 1024 );\n\t\t\t\t\tcurrentSlide.setAttribute( 'src', currentURL );\n\t\t\t\t\tdocument.querySelector( '#current-slide' ).appendChild( currentSlide );\n\n\t\t\t\t\tupcomingSlide = document.createElement( 'iframe' );\n\t\t\t\t\tupcomingSlide.setAttribute( 'width', 640 );\n\t\t\t\t\tupcomingSlide.setAttribute( 'height', 512 );\n\t\t\t\t\tupcomingSlide.setAttribute( 'src', upcomingURL );\n\t\t\t\t\tdocument.querySelector( '#upcoming-slide' ).appendChild( upcomingSlide );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Setup the notes UI.\n\t\t\t\t */\n\t\t\t\tfunction setupNotes() {\n\n\t\t\t\t\tnotes = document.querySelector( '.speaker-controls-notes' );\n\t\t\t\t\tnotesValue = document.querySelector( '.speaker-controls-notes .value' );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * We send out a heartbeat at all times to ensure we can\n\t\t\t\t * reconnect with the main presentation window after reloads.\n\t\t\t\t */\n\t\t\t\tfunction setupHeartbeat() {\n\n\t\t\t\t\tsetInterval( () => {\n\t\t\t\t\t\twindow.opener.postMessage( JSON.stringify({ namespace: 'reveal-notes', type: 'heartbeat'} ), '*' );\n\t\t\t\t\t}, 1000 );\n\n\t\t\t\t}\n\n\t\t\t\tfunction getTimings( callback ) {\n\n\t\t\t\t\tcallRevealApi( 'getSlidesAttributes', [], function ( slideAttributes ) {\n\t\t\t\t\t\tcallRevealApi( 'getConfig', [], function ( config ) {\n\t\t\t\t\t\t\tvar totalTime = config.totalTime;\n\t\t\t\t\t\t\tvar minTimePerSlide = config.minimumTimePerSlide || 0;\n\t\t\t\t\t\t\tvar defaultTiming = config.defaultTiming;\n\t\t\t\t\t\t\tif ((defaultTiming == null) && (totalTime == null)) {\n\t\t\t\t\t\t\t\tcallback(null);\n\t\t\t\t\t\t\t\treturn;\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t// Setting totalTime overrides defaultTiming\n\t\t\t\t\t\t\tif (totalTime) {\n\t\t\t\t\t\t\t\tdefaultTiming = 0;\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\tvar timings = [];\n\t\t\t\t\t\t\tfor ( var i in slideAttributes ) {\n\t\t\t\t\t\t\t\tvar slide = slideAttributes[ i ];\n\t\t\t\t\t\t\t\tvar timing = defaultTiming;\n\t\t\t\t\t\t\t\tif( slide.hasOwnProperty( 'data-timing' )) {\n\t\t\t\t\t\t\t\t\tvar t = slide[ 'data-timing' ];\n\t\t\t\t\t\t\t\t\ttiming = parseInt(t);\n\t\t\t\t\t\t\t\t\tif( isNaN(timing) ) {\n\t\t\t\t\t\t\t\t\t\tconsole.warn(\"Could not parse timing '\" + t + \"' of slide \" + i + \"; using default of \" + defaultTiming);\n\t\t\t\t\t\t\t\t\t\ttiming = defaultTiming;\n\t\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\ttimings.push(timing);\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\tif ( totalTime ) {\n\t\t\t\t\t\t\t\t// After we've allocated time to individual slides, we summarize it and\n\t\t\t\t\t\t\t\t// subtract it from the total time\n\t\t\t\t\t\t\t\tvar remainingTime = totalTime - timings.reduce( function(a, b) { return a + b; }, 0 );\n\t\t\t\t\t\t\t\t// The remaining time is divided by the number of slides that have 0 seconds\n\t\t\t\t\t\t\t\t// allocated at the moment, giving the average time-per-slide on the remaining slides\n\t\t\t\t\t\t\t\tvar remainingSlides = (timings.filter( function(x) { return x == 0 }) ).length\n\t\t\t\t\t\t\t\tvar timePerSlide = Math.round( remainingTime / remainingSlides, 0 )\n\t\t\t\t\t\t\t\t// And now we replace every zero-value timing with that average\n\t\t\t\t\t\t\t\ttimings = timings.map( function(x) { return (x==0 ? timePerSlide : x) } );\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\tvar slidesUnderMinimum = timings.filter( function(x) { return (x < minTimePerSlide) } ).length\n\t\t\t\t\t\t\tif ( slidesUnderMinimum ) {\n\t\t\t\t\t\t\t\tmessage = \"The pacing time for \" + slidesUnderMinimum + \" slide(s) is under the configured minimum of \" + minTimePerSlide + \" seconds. Check the data-timing attribute on individual slides, or consider increasing the totalTime or minimumTimePerSlide configuration options (or removing some slides).\";\n\t\t\t\t\t\t\t\talert(message);\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\tcallback( timings );\n\t\t\t\t\t\t} );\n\t\t\t\t\t} );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Return the number of seconds allocated for presenting\n\t\t\t\t * all slides up to and including this one.\n\t\t\t\t */\n\t\t\t\tfunction getTimeAllocated( timings, callback ) {\n\n\t\t\t\t\tcallRevealApi( 'getSlidePastCount', [], function ( currentSlide ) {\n\t\t\t\t\t\tvar allocated = 0;\n\t\t\t\t\t\tfor (var i in timings.slice(0, currentSlide + 1)) {\n\t\t\t\t\t\t\tallocated += timings[i];\n\t\t\t\t\t\t}\n\t\t\t\t\t\tcallback( allocated );\n\t\t\t\t\t} );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Create the timer and clock and start updating them\n\t\t\t\t * at an interval.\n\t\t\t\t */\n\t\t\t\tfunction setupTimer() {\n\n\t\t\t\t\tvar start = new Date(),\n\t\t\t\t\ttimeEl = document.querySelector( '.speaker-controls-time' ),\n\t\t\t\t\tclockEl = timeEl.querySelector( '.clock-value' ),\n\t\t\t\t\thoursEl = timeEl.querySelector( '.hours-value' ),\n\t\t\t\t\tminutesEl = timeEl.querySelector( '.minutes-value' ),\n\t\t\t\t\tsecondsEl = timeEl.querySelector( '.seconds-value' ),\n\t\t\t\t\tpacingTitleEl = timeEl.querySelector( '.pacing-title' ),\n\t\t\t\t\tpacingEl = timeEl.querySelector( '.pacing' ),\n\t\t\t\t\tpacingHoursEl = pacingEl.querySelector( '.hours-value' ),\n\t\t\t\t\tpacingMinutesEl = pacingEl.querySelector( '.minutes-value' ),\n\t\t\t\t\tpacingSecondsEl = pacingEl.querySelector( '.seconds-value' );\n\n\t\t\t\t\tvar timings = null;\n\t\t\t\t\tgetTimings( function ( _timings ) {\n\n\t\t\t\t\t\ttimings = _timings;\n\t\t\t\t\t\tif (_timings !== null) {\n\t\t\t\t\t\t\tpacingTitleEl.style.removeProperty('display');\n\t\t\t\t\t\t\tpacingEl.style.removeProperty('display');\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\t// Update once directly\n\t\t\t\t\t\t_updateTimer();\n\n\t\t\t\t\t\t// Then update every second\n\t\t\t\t\t\tsetInterval( _updateTimer, 1000 );\n\n\t\t\t\t\t} );\n\n\n\t\t\t\t\tfunction _resetTimer() {\n\n\t\t\t\t\t\tif (timings == null) {\n\t\t\t\t\t\t\tstart = new Date();\n\t\t\t\t\t\t\t_updateTimer();\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\t// Reset timer to beginning of current slide\n\t\t\t\t\t\t\tgetTimeAllocated( timings, function ( slideEndTimingSeconds ) {\n\t\t\t\t\t\t\t\tvar slideEndTiming = slideEndTimingSeconds * 1000;\n\t\t\t\t\t\t\t\tcallRevealApi( 'getSlidePastCount', [], function ( currentSlide ) {\n\t\t\t\t\t\t\t\t\tvar currentSlideTiming = timings[currentSlide] * 1000;\n\t\t\t\t\t\t\t\t\tvar previousSlidesTiming = slideEndTiming - currentSlideTiming;\n\t\t\t\t\t\t\t\t\tvar now = new Date();\n\t\t\t\t\t\t\t\t\tstart = new Date(now.getTime() - previousSlidesTiming);\n\t\t\t\t\t\t\t\t\t_updateTimer();\n\t\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t}\n\n\t\t\t\t\ttimeEl.addEventListener( 'click', function() {\n\t\t\t\t\t\t_resetTimer();\n\t\t\t\t\t\treturn false;\n\t\t\t\t\t} );\n\n\t\t\t\t\tfunction _displayTime( hrEl, minEl, secEl, time) {\n\n\t\t\t\t\t\tvar sign = Math.sign(time) == -1 ? \"-\" : \"\";\n\t\t\t\t\t\ttime = Math.abs(Math.round(time / 1000));\n\t\t\t\t\t\tvar seconds = time % 60;\n\t\t\t\t\t\tvar minutes = Math.floor( time / 60 ) % 60 ;\n\t\t\t\t\t\tvar hours = Math.floor( time / ( 60 * 60 )) ;\n\t\t\t\t\t\thrEl.innerHTML = sign + zeroPadInteger( hours );\n\t\t\t\t\t\tif (hours == 0) {\n\t\t\t\t\t\t\thrEl.classList.add( 'mute' );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\thrEl.classList.remove( 'mute' );\n\t\t\t\t\t\t}\n\t\t\t\t\t\tminEl.innerHTML = ':' + zeroPadInteger( minutes );\n\t\t\t\t\t\tif (hours == 0 && minutes == 0) {\n\t\t\t\t\t\t\tminEl.classList.add( 'mute' );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tminEl.classList.remove( 'mute' );\n\t\t\t\t\t\t}\n\t\t\t\t\t\tsecEl.innerHTML = ':' + zeroPadInteger( seconds );\n\t\t\t\t\t}\n\n\t\t\t\t\tfunction _updateTimer() {\n\n\t\t\t\t\t\tvar diff, hours, minutes, seconds,\n\t\t\t\t\t\tnow = new Date();\n\n\t\t\t\t\t\tdiff = now.getTime() - start.getTime();\n\n\t\t\t\t\t\tclockEl.innerHTML = now.toLocaleTimeString( 'en-US', { hour12: true, hour: '2-digit', minute:'2-digit' } );\n\t\t\t\t\t\t_displayTime( hoursEl, minutesEl, secondsEl, diff );\n\t\t\t\t\t\tif (timings !== null) {\n\t\t\t\t\t\t\t_updatePacing(diff);\n\t\t\t\t\t\t}\n\n\t\t\t\t\t}\n\n\t\t\t\t\tfunction _updatePacing(diff) {\n\n\t\t\t\t\t\tgetTimeAllocated( timings, function ( slideEndTimingSeconds ) {\n\t\t\t\t\t\t\tvar slideEndTiming = slideEndTimingSeconds * 1000;\n\n\t\t\t\t\t\t\tcallRevealApi( 'getSlidePastCount', [], function ( currentSlide ) {\n\t\t\t\t\t\t\t\tvar currentSlideTiming = timings[currentSlide] * 1000;\n\t\t\t\t\t\t\t\tvar timeLeftCurrentSlide = slideEndTiming - diff;\n\t\t\t\t\t\t\t\tif (timeLeftCurrentSlide < 0) {\n\t\t\t\t\t\t\t\t\tpacingEl.className = 'pacing behind';\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\telse if (timeLeftCurrentSlide < currentSlideTiming) {\n\t\t\t\t\t\t\t\t\tpacingEl.className = 'pacing on-track';\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\telse {\n\t\t\t\t\t\t\t\t\tpacingEl.className = 'pacing ahead';\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\t_displayTime( pacingHoursEl, pacingMinutesEl, pacingSecondsEl, timeLeftCurrentSlide );\n\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t} );\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Sets up the speaker view layout and layout selector.\n\t\t\t\t */\n\t\t\t\tfunction setupLayout() {\n\n\t\t\t\t\tlayoutDropdown = document.querySelector( '.speaker-layout-dropdown' );\n\t\t\t\t\tlayoutLabel = document.querySelector( '.speaker-layout-label' );\n\n\t\t\t\t\t// Render the list of available layouts\n\t\t\t\t\tfor( var id in SPEAKER_LAYOUTS ) {\n\t\t\t\t\t\tvar option = document.createElement( 'option' );\n\t\t\t\t\t\toption.setAttribute( 'value', id );\n\t\t\t\t\t\toption.textContent = SPEAKER_LAYOUTS[ id ];\n\t\t\t\t\t\tlayoutDropdown.appendChild( option );\n\t\t\t\t\t}\n\n\t\t\t\t\t// Monitor the dropdown for changes\n\t\t\t\t\tlayoutDropdown.addEventListener( 'change', function( event ) {\n\n\t\t\t\t\t\tsetLayout( layoutDropdown.value );\n\n\t\t\t\t\t}, false );\n\n\t\t\t\t\t// Restore any currently persisted layout\n\t\t\t\t\tsetLayout( getLayout() );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Sets a new speaker view layout. The layout is persisted\n\t\t\t\t * in local storage.\n\t\t\t\t */\n\t\t\t\tfunction setLayout( value ) {\n\n\t\t\t\t\tvar title = SPEAKER_LAYOUTS[ value ];\n\n\t\t\t\t\tlayoutLabel.innerHTML = 'Layout' + ( title ? ( ': ' + title ) : '' );\n\t\t\t\t\tlayoutDropdown.value = value;\n\n\t\t\t\t\tdocument.body.setAttribute( 'data-speaker-layout', value );\n\n\t\t\t\t\t// Persist locally\n\t\t\t\t\tif( supportsLocalStorage() ) {\n\t\t\t\t\t\twindow.localStorage.setItem( 'reveal-speaker-layout', value );\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Returns the ID of the most recently set speaker layout\n\t\t\t\t * or our default layout if none has been set.\n\t\t\t\t */\n\t\t\t\tfunction getLayout() {\n\n\t\t\t\t\tif( supportsLocalStorage() ) {\n\t\t\t\t\t\tvar layout = window.localStorage.getItem( 'reveal-speaker-layout' );\n\t\t\t\t\t\tif( layout ) {\n\t\t\t\t\t\t\treturn layout;\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\n\t\t\t\t\t// Default to the first record in the layouts hash\n\t\t\t\t\tfor( var id in SPEAKER_LAYOUTS ) {\n\t\t\t\t\t\treturn id;\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\tfunction supportsLocalStorage() {\n\n\t\t\t\t\ttry {\n\t\t\t\t\t\tlocalStorage.setItem('test', 'test');\n\t\t\t\t\t\tlocalStorage.removeItem('test');\n\t\t\t\t\t\treturn true;\n\t\t\t\t\t}\n\t\t\t\t\tcatch( e ) {\n\t\t\t\t\t\treturn false;\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\tfunction zeroPadInteger( num ) {\n\n\t\t\t\t\tvar str = '00' + parseInt( num );\n\t\t\t\t\treturn str.substring( str.length - 2 );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Limits the frequency at which a function can be called.\n\t\t\t\t */\n\t\t\t\tfunction debounce( fn, ms ) {\n\n\t\t\t\t\tvar lastTime = 0,\n\t\t\t\t\t\ttimeout;\n\n\t\t\t\t\treturn function() {\n\n\t\t\t\t\t\tvar args = arguments;\n\t\t\t\t\t\tvar context = this;\n\n\t\t\t\t\t\tclearTimeout( timeout );\n\n\t\t\t\t\t\tvar timeSinceLastCall = Date.now() - lastTime;\n\t\t\t\t\t\tif( timeSinceLastCall > ms ) {\n\t\t\t\t\t\t\tfn.apply( context, args );\n\t\t\t\t\t\t\tlastTime = Date.now();\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\ttimeout = setTimeout( function() {\n\t\t\t\t\t\t\t\tfn.apply( context, args );\n\t\t\t\t\t\t\t\tlastTime = Date.now();\n\t\t\t\t\t\t\t}, ms - timeSinceLastCall );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t})();\n\n\t\t<\/script>\n\t</body>\n</html>"),!n)return void alert("Speaker view popup failed to open. Please make sure popups are allowed and reopen the speaker view.");!function(){const i=e.getConfig().url,s="string"==typeof i?i:window.location.protocol+"//"+window.location.host+window.location.pathname+window.location.search;t=setInterval((function(){n.postMessage(JSON.stringify({namespace:"reveal-notes",type:"connect",state:e.getState(),url:s}),"*")}),500),window.addEventListener("message",r)}()}}function s(t){let i=e.getCurrentSlide(),s=i.querySelectorAll("aside.notes"),r=i.querySelector(".current-fragment"),a={namespace:"reveal-notes",type:"state",notes:"",markdown:!1,whitespace:"normal",state:e.getState()};if(i.hasAttribute("data-notes")&&(a.notes=i.getAttribute("data-notes"),a.whitespace="pre-wrap"),r){let t=r.querySelector("aside.notes");t?(a.notes=t.innerHTML,a.markdown="string"==typeof t.getAttribute("data-markdown"),s=null):r.hasAttribute("data-notes")&&(a.notes=r.getAttribute("data-notes"),a.whitespace="pre-wrap",s=null)}s&&s.length&&(s=Array.from(s).filter((t=>null===t.closest(".fragment"))),a.notes=s.map((t=>t.innerHTML)).join("\n"),a.markdown=s[0]&&"string"==typeof s[0].getAttribute("data-markdown")),n.postMessage(JSON.stringify(a),"*")}function r(i){if(function(t){try{return window.location.origin===t.source.location.origin}catch(t){return!1}}(i))try{let s=JSON.parse(i.data);s&&"reveal-notes"===s.namespace&&"connected"===s.type?(clearInterval(t),a()):s&&"reveal-notes"===s.namespace&&"call"===s.type&&function(t,i,s){let r=e[t].apply(e,i);n.postMessage(JSON.stringify({namespace:"reveal-notes",type:"return",result:r,callId:s}),"*")}(s.methodName,s.arguments,s.callId)}catch(t){}}function a(){e.on("slidechanged",s),e.on("fragmentshown",s),e.on("fragmenthidden",s),e.on("overviewhidden",s),e.on("overviewshown",s),e.on("paused",s),e.on("resumed",s),s()}return{id:"notes",init:function(t){e=t,/receiver/i.test(window.location.search)||(null!==window.location.search.match(/(\?|\&)notes/gi)?i():window.addEventListener("message",(t=>{if(!n&&"string"==typeof t.data){let i;try{i=JSON.parse(t.data)}catch(t){}i&&"reveal-notes"===i.namespace&&"heartbeat"===i.type&&(e=t.source,n&&!n.closed?n.focus():(n=e,window.addEventListener("message",r),a()))}var e})),e.addKeyBinding({keyCode:83,key:"S",description:"Speaker notes view"},(function(){i()})))},open:i}};export{N as default};
diff --git a/src/_site/site_libs/revealjs/plugin/notes/notes.js b/src/_site/site_libs/revealjs/plugin/notes/notes.js
new file mode 100644
index 0000000000000000000000000000000000000000..a8255bc9039c82e0021725846d0933bf4275792b
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/notes/notes.js
@@ -0,0 +1 @@
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?module.exports=e():"function"==typeof define&&define.amd?define(e):(t="undefined"!=typeof globalThis?globalThis:t||self).RevealNotes=e()}(this,(function(){"use strict";function t(){return{async:!1,baseUrl:null,breaks:!1,extensions:null,gfm:!0,headerIds:!0,headerPrefix:"",highlight:null,hooks:null,langPrefix:"language-",mangle:!0,pedantic:!1,renderer:null,sanitize:!1,sanitizer:null,silent:!1,smartypants:!1,tokenizer:null,walkTokens:null,xhtml:!1}}let e={async:!1,baseUrl:null,breaks:!1,extensions:null,gfm:!0,headerIds:!0,headerPrefix:"",highlight:null,hooks:null,langPrefix:"language-",mangle:!0,pedantic:!1,renderer:null,sanitize:!1,sanitizer:null,silent:!1,smartypants:!1,tokenizer:null,walkTokens:null,xhtml:!1};const n=/[&<>"']/,i=new RegExp(n.source,"g"),s=/[<>"']|&(?!(#\d{1,7}|#[Xx][a-fA-F0-9]{1,6}|\w+);)/,r=new RegExp(s.source,"g"),a={"&":"&amp;","<":"&lt;",">":"&gt;",'"':"&quot;","'":"&#39;"},o=t=>a[t];function 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{2,}\n)|(?=[a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-]+@)|[\s\S]*?(?:(?=[\\<!\[`*~_]|\b_|https?:\/\/|ftp:\/\/|www\.|$)|[^ ](?= {2,}\n)|[^a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-](?=[a-zA-Z0-9.!#$%&'*+\/=?_`{\|}~-]+@)))/},$.gfm.url=d($.gfm.url,"i").replace("email",$.gfm._extended_email).getRegex(),$.breaks={...$.gfm,br:d($.br).replace("{2,}","*").getRegex(),text:d($.gfm.text).replace("\\b_","\\b_| {2,}\\n").replace(/\{2,\}/g,"*").getRegex()};class R{constructor(t){this.tokens=[],this.tokens.links=Object.create(null),this.options=t||e,this.options.tokenizer=this.options.tokenizer||new _,this.tokenizer=this.options.tokenizer,this.tokenizer.options=this.options,this.tokenizer.lexer=this,this.inlineQueue=[],this.state={inLink:!1,inRawBlock:!1,top:!0};const n={block:z.normal,inline:$.normal};this.options.pedantic?(n.block=z.pedantic,n.inline=$.pedantic):this.options.gfm&&(n.block=z.gfm,this.options.breaks?n.inline=$.breaks:n.inline=$.gfm),this.tokenizer.rules=n}static get rules(){return{block:z,inline:$}}static lex(t,e){return new R(e).lex(t)}static lexInline(t,e){return new R(e).inlineTokens(t)}lex(t){let e;for(t=t.replace(/\r\n|\r/g,"\n"),this.blockTokens(t,this.tokens);e=this.inlineQueue.shift();)this.inlineTokens(e.src,e.tokens);return this.tokens}blockTokens(t,e=[]){let n,i,s,r;for(t=this.options.pedantic?t.replace(/\t/g,"    ").replace(/^ +$/gm,""):t.replace(/^( *)(\t+)/gm,((t,e,n)=>e+"    ".repeat(n.length)));t;)if(!(this.options.extensions&&this.options.extensions.block&&this.options.extensions.block.some((i=>!!(n=i.call({lexer:this},t,e))&&(t=t.substring(n.raw.length),e.push(n),!0)))))if(n=this.tokenizer.space(t))t=t.substring(n.raw.length),1===n.raw.length&&e.length>0?e[e.length-1].raw+="\n":e.push(n);else if(n=this.tokenizer.code(t))t=t.substring(n.raw.length),i=e[e.length-1],!i||"paragraph"!==i.type&&"text"!==i.type?e.push(n):(i.raw+="\n"+n.raw,i.text+="\n"+n.text,this.inlineQueue[this.inlineQueue.length-1].src=i.text);else if(n=this.tokenizer.fences(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.heading(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.hr(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.blockquote(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.list(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.html(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.def(t))t=t.substring(n.raw.length),i=e[e.length-1],!i||"paragraph"!==i.type&&"text"!==i.type?this.tokens.links[n.tag]||(this.tokens.links[n.tag]={href:n.href,title:n.title}):(i.raw+="\n"+n.raw,i.text+="\n"+n.raw,this.inlineQueue[this.inlineQueue.length-1].src=i.text);else if(n=this.tokenizer.table(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.lheading(t))t=t.substring(n.raw.length),e.push(n);else{if(s=t,this.options.extensions&&this.options.extensions.startBlock){let e=1/0;const n=t.slice(1);let i;this.options.extensions.startBlock.forEach((function(t){i=t.call({lexer:this},n),"number"==typeof i&&i>=0&&(e=Math.min(e,i))})),e<1/0&&e>=0&&(s=t.substring(0,e+1))}if(this.state.top&&(n=this.tokenizer.paragraph(s)))i=e[e.length-1],r&&"paragraph"===i.type?(i.raw+="\n"+n.raw,i.text+="\n"+n.text,this.inlineQueue.pop(),this.inlineQueue[this.inlineQueue.length-1].src=i.text):e.push(n),r=s.length!==t.length,t=t.substring(n.raw.length);else if(n=this.tokenizer.text(t))t=t.substring(n.raw.length),i=e[e.length-1],i&&"text"===i.type?(i.raw+="\n"+n.raw,i.text+="\n"+n.text,this.inlineQueue.pop(),this.inlineQueue[this.inlineQueue.length-1].src=i.text):e.push(n);else if(t){const e="Infinite loop on byte: "+t.charCodeAt(0);if(this.options.silent){console.error(e);break}throw new Error(e)}}return this.state.top=!0,e}inline(t,e=[]){return this.inlineQueue.push({src:t,tokens:e}),e}inlineTokens(t,e=[]){let n,i,s,r,a,o,l=t;if(this.tokens.links){const t=Object.keys(this.tokens.links);if(t.length>0)for(;null!=(r=this.tokenizer.rules.inline.reflinkSearch.exec(l));)t.includes(r[0].slice(r[0].lastIndexOf("[")+1,-1))&&(l=l.slice(0,r.index)+"["+S("a",r[0].length-2)+"]"+l.slice(this.tokenizer.rules.inline.reflinkSearch.lastIndex))}for(;null!=(r=this.tokenizer.rules.inline.blockSkip.exec(l));)l=l.slice(0,r.index)+"["+S("a",r[0].length-2)+"]"+l.slice(this.tokenizer.rules.inline.blockSkip.lastIndex);for(;null!=(r=this.tokenizer.rules.inline.escapedEmSt.exec(l));)l=l.slice(0,r.index+r[0].length-2)+"++"+l.slice(this.tokenizer.rules.inline.escapedEmSt.lastIndex),this.tokenizer.rules.inline.escapedEmSt.lastIndex--;for(;t;)if(a||(o=""),a=!1,!(this.options.extensions&&this.options.extensions.inline&&this.options.extensions.inline.some((i=>!!(n=i.call({lexer:this},t,e))&&(t=t.substring(n.raw.length),e.push(n),!0)))))if(n=this.tokenizer.escape(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.tag(t))t=t.substring(n.raw.length),i=e[e.length-1],i&&"text"===n.type&&"text"===i.type?(i.raw+=n.raw,i.text+=n.text):e.push(n);else if(n=this.tokenizer.link(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.reflink(t,this.tokens.links))t=t.substring(n.raw.length),i=e[e.length-1],i&&"text"===n.type&&"text"===i.type?(i.raw+=n.raw,i.text+=n.text):e.push(n);else if(n=this.tokenizer.emStrong(t,l,o))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.codespan(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.br(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.del(t))t=t.substring(n.raw.length),e.push(n);else if(n=this.tokenizer.autolink(t,A))t=t.substring(n.raw.length),e.push(n);else if(this.state.inLink||!(n=this.tokenizer.url(t,A))){if(s=t,this.options.extensions&&this.options.extensions.startInline){let e=1/0;const n=t.slice(1);let i;this.options.extensions.startInline.forEach((function(t){i=t.call({lexer:this},n),"number"==typeof i&&i>=0&&(e=Math.min(e,i))})),e<1/0&&e>=0&&(s=t.substring(0,e+1))}if(n=this.tokenizer.inlineText(s,E))t=t.substring(n.raw.length),"_"!==n.raw.slice(-1)&&(o=n.raw.slice(-1)),a=!0,i=e[e.length-1],i&&"text"===i.type?(i.raw+=n.raw,i.text+=n.text):e.push(n);else if(t){const e="Infinite loop on byte: "+t.charCodeAt(0);if(this.options.silent){console.error(e);break}throw new Error(e)}}else t=t.substring(n.raw.length),e.push(n);return e}}class L{constructor(t){this.options=t||e}code(t,e,n){const i=(e||"").match(/\S*/)[0];if(this.options.highlight){const e=this.options.highlight(t,i);null!=e&&e!==t&&(n=!0,t=e)}return t=t.replace(/\n$/,"")+"\n",i?'<pre><code class="'+this.options.langPrefix+l(i)+'">'+(n?t:l(t,!0))+"</code></pre>\n":"<pre><code>"+(n?t:l(t,!0))+"</code></pre>\n"}blockquote(t){return`<blockquote>\n${t}</blockquote>\n`}html(t){return t}heading(t,e,n,i){if(this.options.headerIds){return`<h${e} id="${this.options.headerPrefix+i.slug(n)}">${t}</h${e}>\n`}return`<h${e}>${t}</h${e}>\n`}hr(){return this.options.xhtml?"<hr/>\n":"<hr>\n"}list(t,e,n){const i=e?"ol":"ul";return"<"+i+(e&&1!==n?' start="'+n+'"':"")+">\n"+t+"</"+i+">\n"}listitem(t){return`<li>${t}</li>\n`}checkbox(t){return"<input "+(t?'checked="" ':"")+'disabled="" type="checkbox"'+(this.options.xhtml?" /":"")+"> "}paragraph(t){return`<p>${t}</p>\n`}table(t,e){return e&&(e=`<tbody>${e}</tbody>`),"<table>\n<thead>\n"+t+"</thead>\n"+e+"</table>\n"}tablerow(t){return`<tr>\n${t}</tr>\n`}tablecell(t,e){const n=e.header?"th":"td";return(e.align?`<${n} align="${e.align}">`:`<${n}>`)+t+`</${n}>\n`}strong(t){return`<strong>${t}</strong>`}em(t){return`<em>${t}</em>`}codespan(t){return`<code>${t}</code>`}br(){return this.options.xhtml?"<br/>":"<br>"}del(t){return`<del>${t}</del>`}link(t,e,n){if(null===(t=m(this.options.sanitize,this.options.baseUrl,t)))return n;let i='<a href="'+t+'"';return e&&(i+=' title="'+e+'"'),i+=">"+n+"</a>",i}image(t,e,n){if(null===(t=m(this.options.sanitize,this.options.baseUrl,t)))return n;let i=`<img src="${t}" alt="${n}"`;return e&&(i+=` title="${e}"`),i+=this.options.xhtml?"/>":">",i}text(t){return t}}class I{strong(t){return t}em(t){return t}codespan(t){return t}del(t){return t}html(t){return t}text(t){return t}link(t,e,n){return""+n}image(t,e,n){return""+n}br(){return""}}class M{constructor(){this.seen={}}serialize(t){return t.toLowerCase().trim().replace(/<[!\/a-z].*?>/gi,"").replace(/[\u2000-\u206F\u2E00-\u2E7F\\'!"#$%&()*+,./:;<=>?@[\]^`{|}~]/g,"").replace(/\s/g,"-")}getNextSafeSlug(t,e){let n=t,i=0;if(this.seen.hasOwnProperty(n)){i=this.seen[t];do{i++,n=t+"-"+i}while(this.seen.hasOwnProperty(n))}return e||(this.seen[t]=i,this.seen[n]=0),n}slug(t,e={}){const n=this.serialize(t);return this.getNextSafeSlug(n,e.dryrun)}}class C{constructor(t){this.options=t||e,this.options.renderer=this.options.renderer||new L,this.renderer=this.options.renderer,this.renderer.options=this.options,this.textRenderer=new I,this.slugger=new M}static parse(t,e){return new C(e).parse(t)}static parseInline(t,e){return new C(e).parseInline(t)}parse(t,e=!0){let n,i,s,r,a,o,l,c,u,d,h,g,m,f,k,w,x,b,y,v="";const S=t.length;for(n=0;n<S;n++)if(d=t[n],this.options.extensions&&this.options.extensions.renderers&&this.options.extensions.renderers[d.type]&&(y=this.options.extensions.renderers[d.type].call({parser:this},d),!1!==y||!["space","hr","heading","code","table","blockquote","list","html","paragraph","text"].includes(d.type)))v+=y||"";else switch(d.type){case"space":continue;case"hr":v+=this.renderer.hr();continue;case"heading":v+=this.renderer.heading(this.parseInline(d.tokens),d.depth,p(this.parseInline(d.tokens,this.textRenderer)),this.slugger);continue;case"code":v+=this.renderer.code(d.text,d.lang,d.escaped);continue;case"table":for(c="",l="",r=d.header.length,i=0;i<r;i++)l+=this.renderer.tablecell(this.parseInline(d.header[i].tokens),{header:!0,align:d.align[i]});for(c+=this.renderer.tablerow(l),u="",r=d.rows.length,i=0;i<r;i++){for(o=d.rows[i],l="",a=o.length,s=0;s<a;s++)l+=this.renderer.tablecell(this.parseInline(o[s].tokens),{header:!1,align:d.align[s]});u+=this.renderer.tablerow(l)}v+=this.renderer.table(c,u);continue;case"blockquote":u=this.parse(d.tokens),v+=this.renderer.blockquote(u);continue;case"list":for(h=d.ordered,g=d.start,m=d.loose,r=d.items.length,u="",i=0;i<r;i++)k=d.items[i],w=k.checked,x=k.task,f="",k.task&&(b=this.renderer.checkbox(w),m?k.tokens.length>0&&"paragraph"===k.tokens[0].type?(k.tokens[0].text=b+" 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a=t.length;for(n=0;n<a;n++)if(i=t[n],this.options.extensions&&this.options.extensions.renderers&&this.options.extensions.renderers[i.type]&&(s=this.options.extensions.renderers[i.type].call({parser:this},i),!1!==s||!["escape","html","link","image","strong","em","codespan","br","del","text"].includes(i.type)))r+=s||"";else switch(i.type){case"escape":case"text":r+=e.text(i.text);break;case"html":r+=e.html(i.text);break;case"link":r+=e.link(i.href,i.title,this.parseInline(i.tokens,e));break;case"image":r+=e.image(i.href,i.title,i.text);break;case"strong":r+=e.strong(this.parseInline(i.tokens,e));break;case"em":r+=e.em(this.parseInline(i.tokens,e));break;case"codespan":r+=e.codespan(i.text);break;case"br":r+=e.br();break;case"del":r+=e.del(this.parseInline(i.tokens,e));break;default:{const t='Token with "'+i.type+'" type was not found.';if(this.options.silent)return void console.error(t);throw new Error(t)}}return r}}class q{constructor(t){this.options=t||e}static passThroughHooks=new 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s=t(n,i);i.walkTokens&&N.walkTokens(s,i.walkTokens);let r=e(s,i);return i.hooks&&(r=i.hooks.postprocess(r)),r}catch(t){return a(t)}}}function N(t,e,n){return P(R.lex,C.parse)(t,e,n)}N.options=N.setOptions=function(t){var n;return N.defaults={...N.defaults,...t},n=N.defaults,e=n,N},N.getDefaults=t,N.defaults=e,N.use=function(...t){const e=N.defaults.extensions||{renderers:{},childTokens:{}};t.forEach((t=>{const n={...t};if(n.async=N.defaults.async||n.async||!1,t.extensions&&(t.extensions.forEach((t=>{if(!t.name)throw new Error("extension name required");if(t.renderer){const n=e.renderers[t.name];e.renderers[t.name]=n?function(...e){let i=t.renderer.apply(this,e);return!1===i&&(i=n.apply(this,e)),i}:t.renderer}if(t.tokenizer){if(!t.level||"block"!==t.level&&"inline"!==t.level)throw new Error("extension level must be 'block' or 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n},N.parseInline=P(R.lexInline,C.parseInline),N.Parser=C,N.parser=C.parse,N.Renderer=L,N.TextRenderer=I,N.Lexer=R,N.lexer=R.lex,N.Tokenizer=_,N.Slugger=M,N.Hooks=q,N.parse=N,N.options,N.setOptions,N.use,N.walkTokens,N.parseInline,C.parse,R.lex;return()=>{let t,e,n=null;function i(){if(n&&!n.closed)n.focus();else{if(n=window.open("about:blank","reveal.js - Notes","width=1100,height=700"),n.marked=N,n.document.write("\x3c!--\n\tNOTE: You need to build the notes plugin after making changes to this file.\n--\x3e\n<html lang=\"en\">\n\t<head>\n\t\t<meta charset=\"utf-8\">\n\n\t\t<title>reveal.js - Speaker View</title>\n\n\t\t<style>\n\t\t\tbody {\n\t\t\t\tfont-family: Helvetica;\n\t\t\t\tfont-size: 18px;\n\t\t\t}\n\n\t\t\t#current-slide,\n\t\t\t#upcoming-slide,\n\t\t\t#speaker-controls {\n\t\t\t\tpadding: 6px;\n\t\t\t\tbox-sizing: border-box;\n\t\t\t\t-moz-box-sizing: border-box;\n\t\t\t}\n\n\t\t\t#current-slide iframe,\n\t\t\t#upcoming-slide iframe {\n\t\t\t\twidth: 100%;\n\t\t\t\theight: 100%;\n\t\t\t\tborder: 1px solid #ddd;\n\t\t\t}\n\n\t\t\t#current-slide .label,\n\t\t\t#upcoming-slide .label {\n\t\t\t\tposition: absolute;\n\t\t\t\ttop: 10px;\n\t\t\t\tleft: 10px;\n\t\t\t\tz-index: 2;\n\t\t\t}\n\n\t\t\t#connection-status {\n\t\t\t\tposition: absolute;\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 0;\n\t\t\t\twidth: 100%;\n\t\t\t\theight: 100%;\n\t\t\t\tz-index: 20;\n\t\t\t\tpadding: 30% 20% 20% 20%;\n\t\t\t\tfont-size: 18px;\n\t\t\t\tcolor: #222;\n\t\t\t\tbackground: #fff;\n\t\t\t\ttext-align: center;\n\t\t\t\tbox-sizing: border-box;\n\t\t\t\tline-height: 1.4;\n\t\t\t}\n\n\t\t\t.overlay-element {\n\t\t\t\theight: 34px;\n\t\t\t\tline-height: 34px;\n\t\t\t\tpadding: 0 10px;\n\t\t\t\ttext-shadow: none;\n\t\t\t\tbackground: rgba( 220, 220, 220, 0.8 );\n\t\t\t\tcolor: #222;\n\t\t\t\tfont-size: 14px;\n\t\t\t}\n\n\t\t\t.overlay-element.interactive:hover {\n\t\t\t\tbackground: rgba( 220, 220, 220, 1 );\n\t\t\t}\n\n\t\t\t#current-slide {\n\t\t\t\tposition: absolute;\n\t\t\t\twidth: 60%;\n\t\t\t\theight: 100%;\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 0;\n\t\t\t\tpadding-right: 0;\n\t\t\t}\n\n\t\t\t#upcoming-slide {\n\t\t\t\tposition: absolute;\n\t\t\t\twidth: 40%;\n\t\t\t\theight: 40%;\n\t\t\t\tright: 0;\n\t\t\t\ttop: 0;\n\t\t\t}\n\n\t\t\t/* Speaker controls */\n\t\t\t#speaker-controls {\n\t\t\t\tposition: absolute;\n\t\t\t\ttop: 40%;\n\t\t\t\tright: 0;\n\t\t\t\twidth: 40%;\n\t\t\t\theight: 60%;\n\t\t\t\toverflow: auto;\n\t\t\t\tfont-size: 18px;\n\t\t\t}\n\n\t\t\t\t.speaker-controls-time.hidden,\n\t\t\t\t.speaker-controls-notes.hidden {\n\t\t\t\t\tdisplay: none;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .label,\n\t\t\t\t.speaker-controls-pace .label,\n\t\t\t\t.speaker-controls-notes .label {\n\t\t\t\t\ttext-transform: uppercase;\n\t\t\t\t\tfont-weight: normal;\n\t\t\t\t\tfont-size: 0.66em;\n\t\t\t\t\tcolor: #666;\n\t\t\t\t\tmargin: 0;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time, .speaker-controls-pace {\n\t\t\t\t\tborder-bottom: 1px solid rgba( 200, 200, 200, 0.5 );\n\t\t\t\t\tmargin-bottom: 10px;\n\t\t\t\t\tpadding: 10px 16px;\n\t\t\t\t\tpadding-bottom: 20px;\n\t\t\t\t\tcursor: pointer;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .reset-button {\n\t\t\t\t\topacity: 0;\n\t\t\t\t\tfloat: right;\n\t\t\t\t\tcolor: #666;\n\t\t\t\t\ttext-decoration: none;\n\t\t\t\t}\n\t\t\t\t.speaker-controls-time:hover .reset-button {\n\t\t\t\t\topacity: 1;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .timer,\n\t\t\t\t.speaker-controls-time .clock {\n\t\t\t\t\twidth: 50%;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .timer,\n\t\t\t\t.speaker-controls-time .clock,\n\t\t\t\t.speaker-controls-time .pacing .hours-value,\n\t\t\t\t.speaker-controls-time .pacing .minutes-value,\n\t\t\t\t.speaker-controls-time .pacing .seconds-value {\n\t\t\t\t\tfont-size: 1.9em;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .timer {\n\t\t\t\t\tfloat: left;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .clock {\n\t\t\t\t\tfloat: right;\n\t\t\t\t\ttext-align: right;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time span.mute {\n\t\t\t\t\topacity: 0.3;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .pacing-title {\n\t\t\t\t\tmargin-top: 5px;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .pacing.ahead {\n\t\t\t\t\tcolor: blue;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .pacing.on-track {\n\t\t\t\t\tcolor: green;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-time .pacing.behind {\n\t\t\t\t\tcolor: red;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-notes {\n\t\t\t\t\tpadding: 10px 16px;\n\t\t\t\t}\n\n\t\t\t\t.speaker-controls-notes .value {\n\t\t\t\t\tmargin-top: 5px;\n\t\t\t\t\tline-height: 1.4;\n\t\t\t\t\tfont-size: 1.2em;\n\t\t\t\t}\n\n\t\t\t/* Layout selector */\n\t\t\t#speaker-layout {\n\t\t\t\tposition: absolute;\n\t\t\t\ttop: 10px;\n\t\t\t\tright: 10px;\n\t\t\t\tcolor: #222;\n\t\t\t\tz-index: 10;\n\t\t\t}\n\t\t\t\t#speaker-layout select {\n\t\t\t\t\tposition: absolute;\n\t\t\t\t\twidth: 100%;\n\t\t\t\t\theight: 100%;\n\t\t\t\t\ttop: 0;\n\t\t\t\t\tleft: 0;\n\t\t\t\t\tborder: 0;\n\t\t\t\t\tbox-shadow: 0;\n\t\t\t\t\tcursor: pointer;\n\t\t\t\t\topacity: 0;\n\n\t\t\t\t\tfont-size: 1em;\n\t\t\t\t\tbackground-color: transparent;\n\n\t\t\t\t\t-moz-appearance: none;\n\t\t\t\t\t-webkit-appearance: none;\n\t\t\t\t\t-webkit-tap-highlight-color: rgba(0, 0, 0, 0);\n\t\t\t\t}\n\n\t\t\t\t#speaker-layout select:focus {\n\t\t\t\t\toutline: none;\n\t\t\t\t\tbox-shadow: none;\n\t\t\t\t}\n\n\t\t\t.clear {\n\t\t\t\tclear: both;\n\t\t\t}\n\n\t\t\t/* Speaker layout: Wide */\n\t\t\tbody[data-speaker-layout=\"wide\"] #current-slide,\n\t\t\tbody[data-speaker-layout=\"wide\"] #upcoming-slide {\n\t\t\t\twidth: 50%;\n\t\t\t\theight: 45%;\n\t\t\t\tpadding: 6px;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"wide\"] #current-slide {\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 0;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"wide\"] #upcoming-slide {\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 50%;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"wide\"] #speaker-controls {\n\t\t\t\ttop: 45%;\n\t\t\t\tleft: 0;\n\t\t\t\twidth: 100%;\n\t\t\t\theight: 50%;\n\t\t\t\tfont-size: 1.25em;\n\t\t\t}\n\n\t\t\t/* Speaker layout: Tall */\n\t\t\tbody[data-speaker-layout=\"tall\"] #current-slide,\n\t\t\tbody[data-speaker-layout=\"tall\"] #upcoming-slide {\n\t\t\t\twidth: 45%;\n\t\t\t\theight: 50%;\n\t\t\t\tpadding: 6px;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"tall\"] #current-slide {\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 0;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"tall\"] #upcoming-slide {\n\t\t\t\ttop: 50%;\n\t\t\t\tleft: 0;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"tall\"] #speaker-controls {\n\t\t\t\tpadding-top: 40px;\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 45%;\n\t\t\t\twidth: 55%;\n\t\t\t\theight: 100%;\n\t\t\t\tfont-size: 1.25em;\n\t\t\t}\n\n\t\t\t/* Speaker layout: Notes only */\n\t\t\tbody[data-speaker-layout=\"notes-only\"] #current-slide,\n\t\t\tbody[data-speaker-layout=\"notes-only\"] #upcoming-slide {\n\t\t\t\tdisplay: none;\n\t\t\t}\n\n\t\t\tbody[data-speaker-layout=\"notes-only\"] #speaker-controls {\n\t\t\t\tpadding-top: 40px;\n\t\t\t\ttop: 0;\n\t\t\t\tleft: 0;\n\t\t\t\twidth: 100%;\n\t\t\t\theight: 100%;\n\t\t\t\tfont-size: 1.25em;\n\t\t\t}\n\n\t\t\t@media screen and (max-width: 1080px) {\n\t\t\t\tbody[data-speaker-layout=\"default\"] #speaker-controls {\n\t\t\t\t\tfont-size: 16px;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t@media screen and (max-width: 900px) {\n\t\t\t\tbody[data-speaker-layout=\"default\"] #speaker-controls {\n\t\t\t\t\tfont-size: 14px;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t@media screen and (max-width: 800px) {\n\t\t\t\tbody[data-speaker-layout=\"default\"] #speaker-controls {\n\t\t\t\t\tfont-size: 12px;\n\t\t\t\t}\n\t\t\t}\n\n\t\t</style>\n\t</head>\n\n\t<body>\n\n\t\t<div id=\"connection-status\">Loading speaker view...</div>\n\n\t\t<div id=\"current-slide\"></div>\n\t\t<div id=\"upcoming-slide\"><span class=\"overlay-element label\">Upcoming</span></div>\n\t\t<div id=\"speaker-controls\">\n\t\t\t<div class=\"speaker-controls-time\">\n\t\t\t\t<h4 class=\"label\">Time <span class=\"reset-button\">Click to Reset</span></h4>\n\t\t\t\t<div class=\"clock\">\n\t\t\t\t\t<span class=\"clock-value\">0:00 AM</span>\n\t\t\t\t</div>\n\t\t\t\t<div class=\"timer\">\n\t\t\t\t\t<span class=\"hours-value\">00</span><span class=\"minutes-value\">:00</span><span class=\"seconds-value\">:00</span>\n\t\t\t\t</div>\n\t\t\t\t<div class=\"clear\"></div>\n\n\t\t\t\t<h4 class=\"label pacing-title\" style=\"display: none\">Pacing – Time to finish current slide</h4>\n\t\t\t\t<div class=\"pacing\" style=\"display: none\">\n\t\t\t\t\t<span class=\"hours-value\">00</span><span class=\"minutes-value\">:00</span><span class=\"seconds-value\">:00</span>\n\t\t\t\t</div>\n\t\t\t</div>\n\n\t\t\t<div class=\"speaker-controls-notes hidden\">\n\t\t\t\t<h4 class=\"label\">Notes</h4>\n\t\t\t\t<div class=\"value\"></div>\n\t\t\t</div>\n\t\t</div>\n\t\t<div id=\"speaker-layout\" class=\"overlay-element interactive\">\n\t\t\t<span class=\"speaker-layout-label\"></span>\n\t\t\t<select class=\"speaker-layout-dropdown\"></select>\n\t\t</div>\n\n\t\t<script>\n\n\t\t\t(function() {\n\n\t\t\t\tvar notes,\n\t\t\t\t\tnotesValue,\n\t\t\t\t\tcurrentState,\n\t\t\t\t\tcurrentSlide,\n\t\t\t\t\tupcomingSlide,\n\t\t\t\t\tlayoutLabel,\n\t\t\t\t\tlayoutDropdown,\n\t\t\t\t\tpendingCalls = {},\n\t\t\t\t\tlastRevealApiCallId = 0,\n\t\t\t\t\tconnected = false\n\n\t\t\t\tvar connectionStatus = document.querySelector( '#connection-status' );\n\n\t\t\t\tvar SPEAKER_LAYOUTS = {\n\t\t\t\t\t'default': 'Default',\n\t\t\t\t\t'wide': 'Wide',\n\t\t\t\t\t'tall': 'Tall',\n\t\t\t\t\t'notes-only': 'Notes only'\n\t\t\t\t};\n\n\t\t\t\tsetupLayout();\n\n\t\t\t\tlet openerOrigin;\n\n\t\t\t\ttry {\n\t\t\t\t\topenerOrigin = window.opener.location.origin;\n\t\t\t\t}\n\t\t\t\tcatch ( error ) { console.warn( error ) }\n\n\t\t\t\t// In order to prevent XSS, the speaker view will only run if its\n\t\t\t\t// opener has the same origin as itself\n\t\t\t\tif( window.location.origin !== openerOrigin ) {\n\t\t\t\t\tconnectionStatus.innerHTML = 'Cross origin error.<br>The speaker window can only be opened from the same origin.';\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\tvar connectionTimeout = setTimeout( function() {\n\t\t\t\t\tconnectionStatus.innerHTML = 'Error connecting to main window.<br>Please try closing and reopening the speaker view.';\n\t\t\t\t}, 5000 );\n\n\t\t\t\twindow.addEventListener( 'message', function( event ) {\n\n\t\t\t\t\t// Validate the origin of all messages to avoid parsing messages\n\t\t\t\t\t// that aren't meant for us. Ignore when running off file:// so\n\t\t\t\t\t// that the speaker view continues to work without a web server.\n\t\t\t\t\tif( window.location.origin !== event.origin && window.location.origin !== 'file://' ) {\n\t\t\t\t\t\treturn\n\t\t\t\t\t}\n\n\t\t\t\t\tclearTimeout( connectionTimeout );\n\t\t\t\t\tconnectionStatus.style.display = 'none';\n\n\t\t\t\t\tvar data = JSON.parse( event.data );\n\n\t\t\t\t\t// The overview mode is only useful to the reveal.js instance\n\t\t\t\t\t// where navigation occurs so we don't sync it\n\t\t\t\t\tif( data.state ) delete data.state.overview;\n\n\t\t\t\t\t// Messages sent by the notes plugin inside of the main window\n\t\t\t\t\tif( data && data.namespace === 'reveal-notes' ) {\n\t\t\t\t\t\tif( data.type === 'connect' ) {\n\t\t\t\t\t\t\thandleConnectMessage( data );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse if( data.type === 'state' ) {\n\t\t\t\t\t\t\thandleStateMessage( data );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse if( data.type === 'return' ) {\n\t\t\t\t\t\t\tpendingCalls[data.callId](data.result);\n\t\t\t\t\t\t\tdelete pendingCalls[data.callId];\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\t// Messages sent by the reveal.js inside of the current slide preview\n\t\t\t\t\telse if( data && data.namespace === 'reveal' ) {\n\t\t\t\t\t\tif( /ready/.test( data.eventName ) ) {\n\t\t\t\t\t\t\t// Send a message back to notify that the handshake is complete\n\t\t\t\t\t\t\twindow.opener.postMessage( JSON.stringify({ namespace: 'reveal-notes', type: 'connected'} ), '*' );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse if( /slidechanged|fragmentshown|fragmenthidden|paused|resumed/.test( data.eventName ) && currentState !== JSON.stringify( data.state ) ) {\n\n\t\t\t\t\t\t\tdispatchStateToMainWindow( data.state );\n\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\n\t\t\t\t} );\n\n\t\t\t\t/**\n\t\t\t\t * Updates the presentation in the main window to match the state\n\t\t\t\t * of the presentation in the notes window.\n\t\t\t\t */\n\t\t\t\tconst dispatchStateToMainWindow = debounce(( state ) => {\n\t\t\t\t\twindow.opener.postMessage( JSON.stringify({ method: 'setState', args: [ state ]} ), '*' );\n\t\t\t\t}, 500);\n\n\t\t\t\t/**\n\t\t\t\t * Asynchronously calls the Reveal.js API of the main frame.\n\t\t\t\t */\n\t\t\t\tfunction callRevealApi( methodName, methodArguments, callback ) {\n\n\t\t\t\t\tvar callId = ++lastRevealApiCallId;\n\t\t\t\t\tpendingCalls[callId] = callback;\n\t\t\t\t\twindow.opener.postMessage( JSON.stringify( {\n\t\t\t\t\t\tnamespace: 'reveal-notes',\n\t\t\t\t\t\ttype: 'call',\n\t\t\t\t\t\tcallId: callId,\n\t\t\t\t\t\tmethodName: methodName,\n\t\t\t\t\t\targuments: methodArguments\n\t\t\t\t\t} ), '*' );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Called when the main window is trying to establish a\n\t\t\t\t * connection.\n\t\t\t\t */\n\t\t\t\tfunction handleConnectMessage( data ) {\n\n\t\t\t\t\tif( connected === false ) {\n\t\t\t\t\t\tconnected = true;\n\n\t\t\t\t\t\tsetupIframes( data );\n\t\t\t\t\t\tsetupKeyboard();\n\t\t\t\t\t\tsetupNotes();\n\t\t\t\t\t\tsetupTimer();\n\t\t\t\t\t\tsetupHeartbeat();\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Called when the main window sends an updated state.\n\t\t\t\t */\n\t\t\t\tfunction handleStateMessage( data ) {\n\n\t\t\t\t\t// Store the most recently set state to avoid circular loops\n\t\t\t\t\t// applying the same state\n\t\t\t\t\tcurrentState = JSON.stringify( data.state );\n\n\t\t\t\t\t// No need for updating the notes in case of fragment changes\n\t\t\t\t\tif ( data.notes ) {\n\t\t\t\t\t\tnotes.classList.remove( 'hidden' );\n\t\t\t\t\t\tnotesValue.style.whiteSpace = data.whitespace;\n\t\t\t\t\t\tif( data.markdown ) {\n\t\t\t\t\t\t\tnotesValue.innerHTML = marked( data.notes );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tnotesValue.innerHTML = data.notes;\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tnotes.classList.add( 'hidden' );\n\t\t\t\t\t}\n\n\t\t\t\t\t// Update the note slides\n\t\t\t\t\tcurrentSlide.contentWindow.postMessage( JSON.stringify({ method: 'setState', args: [ data.state ] }), '*' );\n\t\t\t\t\tupcomingSlide.contentWindow.postMessage( JSON.stringify({ method: 'setState', args: [ data.state ] }), '*' );\n\t\t\t\t\tupcomingSlide.contentWindow.postMessage( JSON.stringify({ method: 'next' }), '*' );\n\n\t\t\t\t}\n\n\t\t\t\t// Limit to max one state update per X ms\n\t\t\t\thandleStateMessage = debounce( handleStateMessage, 200 );\n\n\t\t\t\t/**\n\t\t\t\t * Forward keyboard events to the current slide window.\n\t\t\t\t * This enables keyboard events to work even if focus\n\t\t\t\t * isn't set on the current slide iframe.\n\t\t\t\t *\n\t\t\t\t * Block F5 default handling, it reloads and disconnects\n\t\t\t\t * the speaker notes window.\n\t\t\t\t */\n\t\t\t\tfunction setupKeyboard() {\n\n\t\t\t\t\tdocument.addEventListener( 'keydown', function( event ) {\n\t\t\t\t\t\tif( event.keyCode === 116 || ( event.metaKey && event.keyCode === 82 ) ) {\n\t\t\t\t\t\t\tevent.preventDefault();\n\t\t\t\t\t\t\treturn false;\n\t\t\t\t\t\t}\n\t\t\t\t\t\tcurrentSlide.contentWindow.postMessage( JSON.stringify({ method: 'triggerKey', args: [ event.keyCode ] }), '*' );\n\t\t\t\t\t} );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Creates the preview iframes.\n\t\t\t\t */\n\t\t\t\tfunction setupIframes( data ) {\n\n\t\t\t\t\tvar params = [\n\t\t\t\t\t\t'receiver',\n\t\t\t\t\t\t'progress=false',\n\t\t\t\t\t\t'history=false',\n\t\t\t\t\t\t'transition=none',\n\t\t\t\t\t\t'autoSlide=0',\n\t\t\t\t\t\t'backgroundTransition=none'\n\t\t\t\t\t].join( '&' );\n\n\t\t\t\t\tvar urlSeparator = /\\?/.test(data.url) ? '&' : '?';\n\t\t\t\t\tvar hash = '#/' + data.state.indexh + '/' + data.state.indexv;\n\t\t\t\t\tvar currentURL = data.url + urlSeparator + params + '&scrollActivationWidth=false&postMessageEvents=true' + hash;\n\t\t\t\t\tvar upcomingURL = data.url + urlSeparator + params + '&scrollActivationWidth=false&controls=false' + hash;\n\n\t\t\t\t\tcurrentSlide = document.createElement( 'iframe' );\n\t\t\t\t\tcurrentSlide.setAttribute( 'width', 1280 );\n\t\t\t\t\tcurrentSlide.setAttribute( 'height', 1024 );\n\t\t\t\t\tcurrentSlide.setAttribute( 'src', currentURL );\n\t\t\t\t\tdocument.querySelector( '#current-slide' ).appendChild( currentSlide );\n\n\t\t\t\t\tupcomingSlide = document.createElement( 'iframe' );\n\t\t\t\t\tupcomingSlide.setAttribute( 'width', 640 );\n\t\t\t\t\tupcomingSlide.setAttribute( 'height', 512 );\n\t\t\t\t\tupcomingSlide.setAttribute( 'src', upcomingURL );\n\t\t\t\t\tdocument.querySelector( '#upcoming-slide' ).appendChild( upcomingSlide );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Setup the notes UI.\n\t\t\t\t */\n\t\t\t\tfunction setupNotes() {\n\n\t\t\t\t\tnotes = document.querySelector( '.speaker-controls-notes' );\n\t\t\t\t\tnotesValue = document.querySelector( '.speaker-controls-notes .value' );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * We send out a heartbeat at all times to ensure we can\n\t\t\t\t * reconnect with the main presentation window after reloads.\n\t\t\t\t */\n\t\t\t\tfunction setupHeartbeat() {\n\n\t\t\t\t\tsetInterval( () => {\n\t\t\t\t\t\twindow.opener.postMessage( JSON.stringify({ namespace: 'reveal-notes', type: 'heartbeat'} ), '*' );\n\t\t\t\t\t}, 1000 );\n\n\t\t\t\t}\n\n\t\t\t\tfunction getTimings( callback ) {\n\n\t\t\t\t\tcallRevealApi( 'getSlidesAttributes', [], function ( slideAttributes ) {\n\t\t\t\t\t\tcallRevealApi( 'getConfig', [], function ( config ) {\n\t\t\t\t\t\t\tvar totalTime = config.totalTime;\n\t\t\t\t\t\t\tvar minTimePerSlide = config.minimumTimePerSlide || 0;\n\t\t\t\t\t\t\tvar defaultTiming = config.defaultTiming;\n\t\t\t\t\t\t\tif ((defaultTiming == null) && (totalTime == null)) {\n\t\t\t\t\t\t\t\tcallback(null);\n\t\t\t\t\t\t\t\treturn;\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t// Setting totalTime overrides defaultTiming\n\t\t\t\t\t\t\tif (totalTime) {\n\t\t\t\t\t\t\t\tdefaultTiming = 0;\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\tvar timings = [];\n\t\t\t\t\t\t\tfor ( var i in slideAttributes ) {\n\t\t\t\t\t\t\t\tvar slide = slideAttributes[ i ];\n\t\t\t\t\t\t\t\tvar timing = defaultTiming;\n\t\t\t\t\t\t\t\tif( slide.hasOwnProperty( 'data-timing' )) {\n\t\t\t\t\t\t\t\t\tvar t = slide[ 'data-timing' ];\n\t\t\t\t\t\t\t\t\ttiming = parseInt(t);\n\t\t\t\t\t\t\t\t\tif( isNaN(timing) ) {\n\t\t\t\t\t\t\t\t\t\tconsole.warn(\"Could not parse timing '\" + t + \"' of slide \" + i + \"; using default of \" + defaultTiming);\n\t\t\t\t\t\t\t\t\t\ttiming = defaultTiming;\n\t\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\ttimings.push(timing);\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\tif ( totalTime ) {\n\t\t\t\t\t\t\t\t// After we've allocated time to individual slides, we summarize it and\n\t\t\t\t\t\t\t\t// subtract it from the total time\n\t\t\t\t\t\t\t\tvar remainingTime = totalTime - timings.reduce( function(a, b) { return a + b; }, 0 );\n\t\t\t\t\t\t\t\t// The remaining time is divided by the number of slides that have 0 seconds\n\t\t\t\t\t\t\t\t// allocated at the moment, giving the average time-per-slide on the remaining slides\n\t\t\t\t\t\t\t\tvar remainingSlides = (timings.filter( function(x) { return x == 0 }) ).length\n\t\t\t\t\t\t\t\tvar timePerSlide = Math.round( remainingTime / remainingSlides, 0 )\n\t\t\t\t\t\t\t\t// And now we replace every zero-value timing with that average\n\t\t\t\t\t\t\t\ttimings = timings.map( function(x) { return (x==0 ? timePerSlide : x) } );\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\tvar slidesUnderMinimum = timings.filter( function(x) { return (x < minTimePerSlide) } ).length\n\t\t\t\t\t\t\tif ( slidesUnderMinimum ) {\n\t\t\t\t\t\t\t\tmessage = \"The pacing time for \" + slidesUnderMinimum + \" slide(s) is under the configured minimum of \" + minTimePerSlide + \" seconds. Check the data-timing attribute on individual slides, or consider increasing the totalTime or minimumTimePerSlide configuration options (or removing some slides).\";\n\t\t\t\t\t\t\t\talert(message);\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\tcallback( timings );\n\t\t\t\t\t\t} );\n\t\t\t\t\t} );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Return the number of seconds allocated for presenting\n\t\t\t\t * all slides up to and including this one.\n\t\t\t\t */\n\t\t\t\tfunction getTimeAllocated( timings, callback ) {\n\n\t\t\t\t\tcallRevealApi( 'getSlidePastCount', [], function ( currentSlide ) {\n\t\t\t\t\t\tvar allocated = 0;\n\t\t\t\t\t\tfor (var i in timings.slice(0, currentSlide + 1)) {\n\t\t\t\t\t\t\tallocated += timings[i];\n\t\t\t\t\t\t}\n\t\t\t\t\t\tcallback( allocated );\n\t\t\t\t\t} );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Create the timer and clock and start updating them\n\t\t\t\t * at an interval.\n\t\t\t\t */\n\t\t\t\tfunction setupTimer() {\n\n\t\t\t\t\tvar start = new Date(),\n\t\t\t\t\ttimeEl = document.querySelector( '.speaker-controls-time' ),\n\t\t\t\t\tclockEl = timeEl.querySelector( '.clock-value' ),\n\t\t\t\t\thoursEl = timeEl.querySelector( '.hours-value' ),\n\t\t\t\t\tminutesEl = timeEl.querySelector( '.minutes-value' ),\n\t\t\t\t\tsecondsEl = timeEl.querySelector( '.seconds-value' ),\n\t\t\t\t\tpacingTitleEl = timeEl.querySelector( '.pacing-title' ),\n\t\t\t\t\tpacingEl = timeEl.querySelector( '.pacing' ),\n\t\t\t\t\tpacingHoursEl = pacingEl.querySelector( '.hours-value' ),\n\t\t\t\t\tpacingMinutesEl = pacingEl.querySelector( '.minutes-value' ),\n\t\t\t\t\tpacingSecondsEl = pacingEl.querySelector( '.seconds-value' );\n\n\t\t\t\t\tvar timings = null;\n\t\t\t\t\tgetTimings( function ( _timings ) {\n\n\t\t\t\t\t\ttimings = _timings;\n\t\t\t\t\t\tif (_timings !== null) {\n\t\t\t\t\t\t\tpacingTitleEl.style.removeProperty('display');\n\t\t\t\t\t\t\tpacingEl.style.removeProperty('display');\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\t// Update once directly\n\t\t\t\t\t\t_updateTimer();\n\n\t\t\t\t\t\t// Then update every second\n\t\t\t\t\t\tsetInterval( _updateTimer, 1000 );\n\n\t\t\t\t\t} );\n\n\n\t\t\t\t\tfunction _resetTimer() {\n\n\t\t\t\t\t\tif (timings == null) {\n\t\t\t\t\t\t\tstart = new Date();\n\t\t\t\t\t\t\t_updateTimer();\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\t// Reset timer to beginning of current slide\n\t\t\t\t\t\t\tgetTimeAllocated( timings, function ( slideEndTimingSeconds ) {\n\t\t\t\t\t\t\t\tvar slideEndTiming = slideEndTimingSeconds * 1000;\n\t\t\t\t\t\t\t\tcallRevealApi( 'getSlidePastCount', [], function ( currentSlide ) {\n\t\t\t\t\t\t\t\t\tvar currentSlideTiming = timings[currentSlide] * 1000;\n\t\t\t\t\t\t\t\t\tvar previousSlidesTiming = slideEndTiming - currentSlideTiming;\n\t\t\t\t\t\t\t\t\tvar now = new Date();\n\t\t\t\t\t\t\t\t\tstart = new Date(now.getTime() - previousSlidesTiming);\n\t\t\t\t\t\t\t\t\t_updateTimer();\n\t\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t}\n\n\t\t\t\t\ttimeEl.addEventListener( 'click', function() {\n\t\t\t\t\t\t_resetTimer();\n\t\t\t\t\t\treturn false;\n\t\t\t\t\t} );\n\n\t\t\t\t\tfunction _displayTime( hrEl, minEl, secEl, time) {\n\n\t\t\t\t\t\tvar sign = Math.sign(time) == -1 ? \"-\" : \"\";\n\t\t\t\t\t\ttime = Math.abs(Math.round(time / 1000));\n\t\t\t\t\t\tvar seconds = time % 60;\n\t\t\t\t\t\tvar minutes = Math.floor( time / 60 ) % 60 ;\n\t\t\t\t\t\tvar hours = Math.floor( time / ( 60 * 60 )) ;\n\t\t\t\t\t\thrEl.innerHTML = sign + zeroPadInteger( hours );\n\t\t\t\t\t\tif (hours == 0) {\n\t\t\t\t\t\t\thrEl.classList.add( 'mute' );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\thrEl.classList.remove( 'mute' );\n\t\t\t\t\t\t}\n\t\t\t\t\t\tminEl.innerHTML = ':' + zeroPadInteger( minutes );\n\t\t\t\t\t\tif (hours == 0 && minutes == 0) {\n\t\t\t\t\t\t\tminEl.classList.add( 'mute' );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tminEl.classList.remove( 'mute' );\n\t\t\t\t\t\t}\n\t\t\t\t\t\tsecEl.innerHTML = ':' + zeroPadInteger( seconds );\n\t\t\t\t\t}\n\n\t\t\t\t\tfunction _updateTimer() {\n\n\t\t\t\t\t\tvar diff, hours, minutes, seconds,\n\t\t\t\t\t\tnow = new Date();\n\n\t\t\t\t\t\tdiff = now.getTime() - start.getTime();\n\n\t\t\t\t\t\tclockEl.innerHTML = now.toLocaleTimeString( 'en-US', { hour12: true, hour: '2-digit', minute:'2-digit' } );\n\t\t\t\t\t\t_displayTime( hoursEl, minutesEl, secondsEl, diff );\n\t\t\t\t\t\tif (timings !== null) {\n\t\t\t\t\t\t\t_updatePacing(diff);\n\t\t\t\t\t\t}\n\n\t\t\t\t\t}\n\n\t\t\t\t\tfunction _updatePacing(diff) {\n\n\t\t\t\t\t\tgetTimeAllocated( timings, function ( slideEndTimingSeconds ) {\n\t\t\t\t\t\t\tvar slideEndTiming = slideEndTimingSeconds * 1000;\n\n\t\t\t\t\t\t\tcallRevealApi( 'getSlidePastCount', [], function ( currentSlide ) {\n\t\t\t\t\t\t\t\tvar currentSlideTiming = timings[currentSlide] * 1000;\n\t\t\t\t\t\t\t\tvar timeLeftCurrentSlide = slideEndTiming - diff;\n\t\t\t\t\t\t\t\tif (timeLeftCurrentSlide < 0) {\n\t\t\t\t\t\t\t\t\tpacingEl.className = 'pacing behind';\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\telse if (timeLeftCurrentSlide < currentSlideTiming) {\n\t\t\t\t\t\t\t\t\tpacingEl.className = 'pacing on-track';\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\telse {\n\t\t\t\t\t\t\t\t\tpacingEl.className = 'pacing ahead';\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\t_displayTime( pacingHoursEl, pacingMinutesEl, pacingSecondsEl, timeLeftCurrentSlide );\n\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t} );\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Sets up the speaker view layout and layout selector.\n\t\t\t\t */\n\t\t\t\tfunction setupLayout() {\n\n\t\t\t\t\tlayoutDropdown = document.querySelector( '.speaker-layout-dropdown' );\n\t\t\t\t\tlayoutLabel = document.querySelector( '.speaker-layout-label' );\n\n\t\t\t\t\t// Render the list of available layouts\n\t\t\t\t\tfor( var id in SPEAKER_LAYOUTS ) {\n\t\t\t\t\t\tvar option = document.createElement( 'option' );\n\t\t\t\t\t\toption.setAttribute( 'value', id );\n\t\t\t\t\t\toption.textContent = SPEAKER_LAYOUTS[ id ];\n\t\t\t\t\t\tlayoutDropdown.appendChild( option );\n\t\t\t\t\t}\n\n\t\t\t\t\t// Monitor the dropdown for changes\n\t\t\t\t\tlayoutDropdown.addEventListener( 'change', function( event ) {\n\n\t\t\t\t\t\tsetLayout( layoutDropdown.value );\n\n\t\t\t\t\t}, false );\n\n\t\t\t\t\t// Restore any currently persisted layout\n\t\t\t\t\tsetLayout( getLayout() );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Sets a new speaker view layout. The layout is persisted\n\t\t\t\t * in local storage.\n\t\t\t\t */\n\t\t\t\tfunction setLayout( value ) {\n\n\t\t\t\t\tvar title = SPEAKER_LAYOUTS[ value ];\n\n\t\t\t\t\tlayoutLabel.innerHTML = 'Layout' + ( title ? ( ': ' + title ) : '' );\n\t\t\t\t\tlayoutDropdown.value = value;\n\n\t\t\t\t\tdocument.body.setAttribute( 'data-speaker-layout', value );\n\n\t\t\t\t\t// Persist locally\n\t\t\t\t\tif( supportsLocalStorage() ) {\n\t\t\t\t\t\twindow.localStorage.setItem( 'reveal-speaker-layout', value );\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Returns the ID of the most recently set speaker layout\n\t\t\t\t * or our default layout if none has been set.\n\t\t\t\t */\n\t\t\t\tfunction getLayout() {\n\n\t\t\t\t\tif( supportsLocalStorage() ) {\n\t\t\t\t\t\tvar layout = window.localStorage.getItem( 'reveal-speaker-layout' );\n\t\t\t\t\t\tif( layout ) {\n\t\t\t\t\t\t\treturn layout;\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\n\t\t\t\t\t// Default to the first record in the layouts hash\n\t\t\t\t\tfor( var id in SPEAKER_LAYOUTS ) {\n\t\t\t\t\t\treturn id;\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\tfunction supportsLocalStorage() {\n\n\t\t\t\t\ttry {\n\t\t\t\t\t\tlocalStorage.setItem('test', 'test');\n\t\t\t\t\t\tlocalStorage.removeItem('test');\n\t\t\t\t\t\treturn true;\n\t\t\t\t\t}\n\t\t\t\t\tcatch( e ) {\n\t\t\t\t\t\treturn false;\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\tfunction zeroPadInteger( num ) {\n\n\t\t\t\t\tvar str = '00' + parseInt( num );\n\t\t\t\t\treturn str.substring( str.length - 2 );\n\n\t\t\t\t}\n\n\t\t\t\t/**\n\t\t\t\t * Limits the frequency at which a function can be called.\n\t\t\t\t */\n\t\t\t\tfunction debounce( fn, ms ) {\n\n\t\t\t\t\tvar lastTime = 0,\n\t\t\t\t\t\ttimeout;\n\n\t\t\t\t\treturn function() {\n\n\t\t\t\t\t\tvar args = arguments;\n\t\t\t\t\t\tvar context = this;\n\n\t\t\t\t\t\tclearTimeout( timeout );\n\n\t\t\t\t\t\tvar timeSinceLastCall = Date.now() - lastTime;\n\t\t\t\t\t\tif( timeSinceLastCall > ms ) {\n\t\t\t\t\t\t\tfn.apply( context, args );\n\t\t\t\t\t\t\tlastTime = Date.now();\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\ttimeout = setTimeout( function() {\n\t\t\t\t\t\t\t\tfn.apply( context, args );\n\t\t\t\t\t\t\t\tlastTime = Date.now();\n\t\t\t\t\t\t\t}, ms - timeSinceLastCall );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t})();\n\n\t\t<\/script>\n\t</body>\n</html>"),!n)return void alert("Speaker view popup failed to open. Please make sure popups are allowed and reopen the speaker view.");!function(){const i=e.getConfig().url,s="string"==typeof i?i:window.location.protocol+"//"+window.location.host+window.location.pathname+window.location.search;t=setInterval((function(){n.postMessage(JSON.stringify({namespace:"reveal-notes",type:"connect",state:e.getState(),url:s}),"*")}),500),window.addEventListener("message",r)}()}}function s(t){let i=e.getCurrentSlide(),s=i.querySelectorAll("aside.notes"),r=i.querySelector(".current-fragment"),a={namespace:"reveal-notes",type:"state",notes:"",markdown:!1,whitespace:"normal",state:e.getState()};if(i.hasAttribute("data-notes")&&(a.notes=i.getAttribute("data-notes"),a.whitespace="pre-wrap"),r){let t=r.querySelector("aside.notes");t?(a.notes=t.innerHTML,a.markdown="string"==typeof t.getAttribute("data-markdown"),s=null):r.hasAttribute("data-notes")&&(a.notes=r.getAttribute("data-notes"),a.whitespace="pre-wrap",s=null)}s&&s.length&&(s=Array.from(s).filter((t=>null===t.closest(".fragment"))),a.notes=s.map((t=>t.innerHTML)).join("\n"),a.markdown=s[0]&&"string"==typeof s[0].getAttribute("data-markdown")),n.postMessage(JSON.stringify(a),"*")}function r(i){if(function(t){try{return window.location.origin===t.source.location.origin}catch(t){return!1}}(i))try{let s=JSON.parse(i.data);s&&"reveal-notes"===s.namespace&&"connected"===s.type?(clearInterval(t),a()):s&&"reveal-notes"===s.namespace&&"call"===s.type&&function(t,i,s){let r=e[t].apply(e,i);n.postMessage(JSON.stringify({namespace:"reveal-notes",type:"return",result:r,callId:s}),"*")}(s.methodName,s.arguments,s.callId)}catch(t){}}function a(){e.on("slidechanged",s),e.on("fragmentshown",s),e.on("fragmenthidden",s),e.on("overviewhidden",s),e.on("overviewshown",s),e.on("paused",s),e.on("resumed",s),s()}return{id:"notes",init:function(t){e=t,/receiver/i.test(window.location.search)||(null!==window.location.search.match(/(\?|\&)notes/gi)?i():window.addEventListener("message",(t=>{if(!n&&"string"==typeof t.data){let i;try{i=JSON.parse(t.data)}catch(t){}i&&"reveal-notes"===i.namespace&&"heartbeat"===i.type&&(e=t.source,n&&!n.closed?n.focus():(n=e,window.addEventListener("message",r),a()))}var e})),e.addKeyBinding({keyCode:83,key:"S",description:"Speaker notes view"},(function(){i()})))},open:i}}}));
diff --git a/src/_site/site_libs/revealjs/plugin/notes/plugin.js b/src/_site/site_libs/revealjs/plugin/notes/plugin.js
new file mode 100644
index 0000000000000000000000000000000000000000..62649c2fda3fd75d1cff914dfd683126628d3c02
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/notes/plugin.js
@@ -0,0 +1,267 @@
+import speakerViewHTML from './speaker-view.html'
+
+import { marked } from 'marked';
+
+/**
+ * Handles opening of and synchronization with the reveal.js
+ * notes window.
+ *
+ * Handshake process:
+ * 1. This window posts 'connect' to notes window
+ *    - Includes URL of presentation to show
+ * 2. Notes window responds with 'connected' when it is available
+ * 3. This window proceeds to send the current presentation state
+ *    to the notes window
+ */
+const Plugin = () => {
+
+	let connectInterval;
+	let speakerWindow = null;
+	let deck;
+
+	/**
+	 * Opens a new speaker view window.
+	 */
+	function openSpeakerWindow() {
+
+		// If a window is already open, focus it
+		if( speakerWindow && !speakerWindow.closed ) {
+			speakerWindow.focus();
+		}
+		else {
+			speakerWindow = window.open( 'about:blank', 'reveal.js - Notes', 'width=1100,height=700' );
+			speakerWindow.marked = marked;
+			speakerWindow.document.write( speakerViewHTML );
+
+			if( !speakerWindow ) {
+				alert( 'Speaker view popup failed to open. Please make sure popups are allowed and reopen the speaker view.' );
+				return;
+			}
+
+			connect();
+		}
+
+	}
+
+	/**
+	 * Reconnect with an existing speaker view window.
+	 */
+	function reconnectSpeakerWindow( reconnectWindow ) {
+
+		if( speakerWindow && !speakerWindow.closed ) {
+			speakerWindow.focus();
+		}
+		else {
+			speakerWindow = reconnectWindow;
+			window.addEventListener( 'message', onPostMessage );
+			onConnected();
+		}
+
+	}
+
+	/**
+		* Connect to the notes window through a postmessage handshake.
+		* Using postmessage enables us to work in situations where the
+		* origins differ, such as a presentation being opened from the
+		* file system.
+		*/
+	function connect() {
+
+		const presentationURL = deck.getConfig().url;
+
+		const url = typeof presentationURL === 'string' ? presentationURL :
+								window.location.protocol + '//' + window.location.host + window.location.pathname + window.location.search;
+
+		// Keep trying to connect until we get a 'connected' message back
+		connectInterval = setInterval( function() {
+			speakerWindow.postMessage( JSON.stringify( {
+				namespace: 'reveal-notes',
+				type: 'connect',
+				state: deck.getState(),
+				url
+			} ), '*' );
+		}, 500 );
+
+		window.addEventListener( 'message', onPostMessage );
+
+	}
+
+	/**
+	 * Calls the specified Reveal.js method with the provided argument
+	 * and then pushes the result to the notes frame.
+	 */
+	function callRevealApi( methodName, methodArguments, callId ) {
+
+		let result = deck[methodName].apply( deck, methodArguments );
+		speakerWindow.postMessage( JSON.stringify( {
+			namespace: 'reveal-notes',
+			type: 'return',
+			result,
+			callId
+		} ), '*' );
+
+	}
+
+	/**
+	 * Posts the current slide data to the notes window.
+	 */
+	function post( event ) {
+
+		let slideElement = deck.getCurrentSlide(),
+			notesElements = slideElement.querySelectorAll( 'aside.notes' ),
+			fragmentElement = slideElement.querySelector( '.current-fragment' );
+
+		let messageData = {
+			namespace: 'reveal-notes',
+			type: 'state',
+			notes: '',
+			markdown: false,
+			whitespace: 'normal',
+			state: deck.getState()
+		};
+
+		// Look for notes defined in a slide attribute
+		if( slideElement.hasAttribute( 'data-notes' ) ) {
+			messageData.notes = slideElement.getAttribute( 'data-notes' );
+			messageData.whitespace = 'pre-wrap';
+		}
+
+		// Look for notes defined in a fragment
+		if( fragmentElement ) {
+			let fragmentNotes = fragmentElement.querySelector( 'aside.notes' );
+			if( fragmentNotes ) {
+				messageData.notes = fragmentNotes.innerHTML;
+				messageData.markdown = typeof fragmentNotes.getAttribute( 'data-markdown' ) === 'string';
+
+				// Ignore other slide notes
+				notesElements = null;
+			}
+			else if( fragmentElement.hasAttribute( 'data-notes' ) ) {
+				messageData.notes = fragmentElement.getAttribute( 'data-notes' );
+				messageData.whitespace = 'pre-wrap';
+
+				// In case there are slide notes
+				notesElements = null;
+			}
+		}
+
+		// Look for notes defined in an aside element
+		if( notesElements && notesElements.length ) {
+			// Ignore notes inside of fragments since those are shown
+			// individually when stepping through fragments
+			notesElements = Array.from( notesElements ).filter( notesElement => notesElement.closest( '.fragment' ) === null );
+
+			messageData.notes = notesElements.map( notesElement => notesElement.innerHTML ).join( '\n' );
+			messageData.markdown = notesElements[0] && typeof notesElements[0].getAttribute( 'data-markdown' ) === 'string';
+		}
+
+		speakerWindow.postMessage( JSON.stringify( messageData ), '*' );
+
+	}
+
+	/**
+	 * Check if the given event is from the same origin as the
+	 * current window.
+	 */
+	function isSameOriginEvent( event ) {
+
+		try {
+			return window.location.origin === event.source.location.origin;
+		}
+		catch ( error ) {
+			return false;
+		}
+
+	}
+
+	function onPostMessage( event ) {
+
+		// Only allow same-origin messages
+		// (added 12/5/22 as a XSS safeguard)
+		if( isSameOriginEvent( event ) ) {
+
+			try {
+				let data = JSON.parse( event.data );
+				if( data && data.namespace === 'reveal-notes' && data.type === 'connected' ) {
+					clearInterval( connectInterval );
+					onConnected();
+				}
+				else if( data && data.namespace === 'reveal-notes' && data.type === 'call' ) {
+					callRevealApi( data.methodName, data.arguments, data.callId );
+				}
+		  } catch (e) {}
+
+		}
+
+	}
+
+	/**
+	 * Called once we have established a connection to the notes
+	 * window.
+	 */
+	function onConnected() {
+
+		// Monitor events that trigger a change in state
+		deck.on( 'slidechanged', post );
+		deck.on( 'fragmentshown', post );
+		deck.on( 'fragmenthidden', post );
+		deck.on( 'overviewhidden', post );
+		deck.on( 'overviewshown', post );
+		deck.on( 'paused', post );
+		deck.on( 'resumed', post );
+
+		// Post the initial state
+		post();
+
+	}
+
+	return {
+		id: 'notes',
+
+		init: function( reveal ) {
+
+			deck = reveal;
+
+			if( !/receiver/i.test( window.location.search ) ) {
+
+				// If the there's a 'notes' query set, open directly
+				if( window.location.search.match( /(\?|\&)notes/gi ) !== null ) {
+					openSpeakerWindow();
+				}
+				else {
+					// Keep listening for speaker view hearbeats. If we receive a
+					// heartbeat from an orphaned window, reconnect it. This ensures
+					// that we remain connected to the notes even if the presentation
+					// is reloaded.
+					window.addEventListener( 'message', event => {
+
+						if( !speakerWindow && typeof event.data === 'string' ) {
+							let data;
+
+							try {
+								data = JSON.parse( event.data );
+							}
+							catch( error ) {}
+
+							if( data && data.namespace === 'reveal-notes' && data.type === 'heartbeat' ) {
+								reconnectSpeakerWindow( event.source );
+							}
+						}
+					});
+				}
+
+				// Open the notes when the 's' key is hit
+				deck.addKeyBinding({keyCode: 83, key: 'S', description: 'Speaker notes view'}, function() {
+					openSpeakerWindow();
+				} );
+
+			}
+
+		},
+
+		open: openSpeakerWindow
+	};
+
+};
+
+export default Plugin;
diff --git a/src/_site/site_libs/revealjs/plugin/notes/speaker-view.html b/src/_site/site_libs/revealjs/plugin/notes/speaker-view.html
new file mode 100644
index 0000000000000000000000000000000000000000..55bc01f4353922b8089d24f85bbb3f93201628c5
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/notes/speaker-view.html
@@ -0,0 +1,898 @@
+<!--
+	NOTE: You need to build the notes plugin after making changes to this file.
+-->
+<html lang="en">
+	<head>
+		<meta charset="utf-8">
+
+		<title>reveal.js - Speaker View</title>
+
+		<style>
+			body {
+				font-family: Helvetica;
+				font-size: 18px;
+			}
+
+			#current-slide,
+			#upcoming-slide,
+			#speaker-controls {
+				padding: 6px;
+				box-sizing: border-box;
+				-moz-box-sizing: border-box;
+			}
+
+			#current-slide iframe,
+			#upcoming-slide iframe {
+				width: 100%;
+				height: 100%;
+				border: 1px solid #ddd;
+			}
+
+			#current-slide .label,
+			#upcoming-slide .label {
+				position: absolute;
+				top: 10px;
+				left: 10px;
+				z-index: 2;
+			}
+
+			#connection-status {
+				position: absolute;
+				top: 0;
+				left: 0;
+				width: 100%;
+				height: 100%;
+				z-index: 20;
+				padding: 30% 20% 20% 20%;
+				font-size: 18px;
+				color: #222;
+				background: #fff;
+				text-align: center;
+				box-sizing: border-box;
+				line-height: 1.4;
+			}
+
+			.overlay-element {
+				height: 34px;
+				line-height: 34px;
+				padding: 0 10px;
+				text-shadow: none;
+				background: rgba( 220, 220, 220, 0.8 );
+				color: #222;
+				font-size: 14px;
+			}
+
+			.overlay-element.interactive:hover {
+				background: rgba( 220, 220, 220, 1 );
+			}
+
+			#current-slide {
+				position: absolute;
+				width: 60%;
+				height: 100%;
+				top: 0;
+				left: 0;
+				padding-right: 0;
+			}
+
+			#upcoming-slide {
+				position: absolute;
+				width: 40%;
+				height: 40%;
+				right: 0;
+				top: 0;
+			}
+
+			/* Speaker controls */
+			#speaker-controls {
+				position: absolute;
+				top: 40%;
+				right: 0;
+				width: 40%;
+				height: 60%;
+				overflow: auto;
+				font-size: 18px;
+			}
+
+				.speaker-controls-time.hidden,
+				.speaker-controls-notes.hidden {
+					display: none;
+				}
+
+				.speaker-controls-time .label,
+				.speaker-controls-pace .label,
+				.speaker-controls-notes .label {
+					text-transform: uppercase;
+					font-weight: normal;
+					font-size: 0.66em;
+					color: #666;
+					margin: 0;
+				}
+
+				.speaker-controls-time, .speaker-controls-pace {
+					border-bottom: 1px solid rgba( 200, 200, 200, 0.5 );
+					margin-bottom: 10px;
+					padding: 10px 16px;
+					padding-bottom: 20px;
+					cursor: pointer;
+				}
+
+				.speaker-controls-time .reset-button {
+					opacity: 0;
+					float: right;
+					color: #666;
+					text-decoration: none;
+				}
+				.speaker-controls-time:hover .reset-button {
+					opacity: 1;
+				}
+
+				.speaker-controls-time .timer,
+				.speaker-controls-time .clock {
+					width: 50%;
+				}
+
+				.speaker-controls-time .timer,
+				.speaker-controls-time .clock,
+				.speaker-controls-time .pacing .hours-value,
+				.speaker-controls-time .pacing .minutes-value,
+				.speaker-controls-time .pacing .seconds-value {
+					font-size: 1.9em;
+				}
+
+				.speaker-controls-time .timer {
+					float: left;
+				}
+
+				.speaker-controls-time .clock {
+					float: right;
+					text-align: right;
+				}
+
+				.speaker-controls-time span.mute {
+					opacity: 0.3;
+				}
+
+				.speaker-controls-time .pacing-title {
+					margin-top: 5px;
+				}
+
+				.speaker-controls-time .pacing.ahead {
+					color: blue;
+				}
+
+				.speaker-controls-time .pacing.on-track {
+					color: green;
+				}
+
+				.speaker-controls-time .pacing.behind {
+					color: red;
+				}
+
+				.speaker-controls-notes {
+					padding: 10px 16px;
+				}
+
+				.speaker-controls-notes .value {
+					margin-top: 5px;
+					line-height: 1.4;
+					font-size: 1.2em;
+				}
+
+			/* Layout selector */
+			#speaker-layout {
+				position: absolute;
+				top: 10px;
+				right: 10px;
+				color: #222;
+				z-index: 10;
+			}
+				#speaker-layout select {
+					position: absolute;
+					width: 100%;
+					height: 100%;
+					top: 0;
+					left: 0;
+					border: 0;
+					box-shadow: 0;
+					cursor: pointer;
+					opacity: 0;
+
+					font-size: 1em;
+					background-color: transparent;
+
+					-moz-appearance: none;
+					-webkit-appearance: none;
+					-webkit-tap-highlight-color: rgba(0, 0, 0, 0);
+				}
+
+				#speaker-layout select:focus {
+					outline: none;
+					box-shadow: none;
+				}
+
+			.clear {
+				clear: both;
+			}
+
+			/* Speaker layout: Wide */
+			body[data-speaker-layout="wide"] #current-slide,
+			body[data-speaker-layout="wide"] #upcoming-slide {
+				width: 50%;
+				height: 45%;
+				padding: 6px;
+			}
+
+			body[data-speaker-layout="wide"] #current-slide {
+				top: 0;
+				left: 0;
+			}
+
+			body[data-speaker-layout="wide"] #upcoming-slide {
+				top: 0;
+				left: 50%;
+			}
+
+			body[data-speaker-layout="wide"] #speaker-controls {
+				top: 45%;
+				left: 0;
+				width: 100%;
+				height: 50%;
+				font-size: 1.25em;
+			}
+
+			/* Speaker layout: Tall */
+			body[data-speaker-layout="tall"] #current-slide,
+			body[data-speaker-layout="tall"] #upcoming-slide {
+				width: 45%;
+				height: 50%;
+				padding: 6px;
+			}
+
+			body[data-speaker-layout="tall"] #current-slide {
+				top: 0;
+				left: 0;
+			}
+
+			body[data-speaker-layout="tall"] #upcoming-slide {
+				top: 50%;
+				left: 0;
+			}
+
+			body[data-speaker-layout="tall"] #speaker-controls {
+				padding-top: 40px;
+				top: 0;
+				left: 45%;
+				width: 55%;
+				height: 100%;
+				font-size: 1.25em;
+			}
+
+			/* Speaker layout: Notes only */
+			body[data-speaker-layout="notes-only"] #current-slide,
+			body[data-speaker-layout="notes-only"] #upcoming-slide {
+				display: none;
+			}
+
+			body[data-speaker-layout="notes-only"] #speaker-controls {
+				padding-top: 40px;
+				top: 0;
+				left: 0;
+				width: 100%;
+				height: 100%;
+				font-size: 1.25em;
+			}
+
+			@media screen and (max-width: 1080px) {
+				body[data-speaker-layout="default"] #speaker-controls {
+					font-size: 16px;
+				}
+			}
+
+			@media screen and (max-width: 900px) {
+				body[data-speaker-layout="default"] #speaker-controls {
+					font-size: 14px;
+				}
+			}
+
+			@media screen and (max-width: 800px) {
+				body[data-speaker-layout="default"] #speaker-controls {
+					font-size: 12px;
+				}
+			}
+
+		</style>
+	</head>
+
+	<body>
+
+		<div id="connection-status">Loading speaker view...</div>
+
+		<div id="current-slide"></div>
+		<div id="upcoming-slide"><span class="overlay-element label">Upcoming</span></div>
+		<div id="speaker-controls">
+			<div class="speaker-controls-time">
+				<h4 class="label">Time <span class="reset-button">Click to Reset</span></h4>
+				<div class="clock">
+					<span class="clock-value">0:00 AM</span>
+				</div>
+				<div class="timer">
+					<span class="hours-value">00</span><span class="minutes-value">:00</span><span class="seconds-value">:00</span>
+				</div>
+				<div class="clear"></div>
+
+				<h4 class="label pacing-title" style="display: none">Pacing – Time to finish current slide</h4>
+				<div class="pacing" style="display: none">
+					<span class="hours-value">00</span><span class="minutes-value">:00</span><span class="seconds-value">:00</span>
+				</div>
+			</div>
+
+			<div class="speaker-controls-notes hidden">
+				<h4 class="label">Notes</h4>
+				<div class="value"></div>
+			</div>
+		</div>
+		<div id="speaker-layout" class="overlay-element interactive">
+			<span class="speaker-layout-label"></span>
+			<select class="speaker-layout-dropdown"></select>
+		</div>
+
+		<script>
+
+			(function() {
+
+				var notes,
+					notesValue,
+					currentState,
+					currentSlide,
+					upcomingSlide,
+					layoutLabel,
+					layoutDropdown,
+					pendingCalls = {},
+					lastRevealApiCallId = 0,
+					connected = false
+
+				var connectionStatus = document.querySelector( '#connection-status' );
+
+				var SPEAKER_LAYOUTS = {
+					'default': 'Default',
+					'wide': 'Wide',
+					'tall': 'Tall',
+					'notes-only': 'Notes only'
+				};
+
+				setupLayout();
+
+				let openerOrigin;
+
+				try {
+					openerOrigin = window.opener.location.origin;
+				}
+				catch ( error ) { console.warn( error ) }
+
+				// In order to prevent XSS, the speaker view will only run if its
+				// opener has the same origin as itself
+				if( window.location.origin !== openerOrigin ) {
+					connectionStatus.innerHTML = 'Cross origin error.<br>The speaker window can only be opened from the same origin.';
+					return;
+				}
+
+				var connectionTimeout = setTimeout( function() {
+					connectionStatus.innerHTML = 'Error connecting to main window.<br>Please try closing and reopening the speaker view.';
+				}, 5000 );
+
+				window.addEventListener( 'message', function( event ) {
+
+					// Validate the origin of all messages to avoid parsing messages
+					// that aren't meant for us. Ignore when running off file:// so
+					// that the speaker view continues to work without a web server.
+					if( window.location.origin !== event.origin && window.location.origin !== 'file://' ) {
+						return
+					}
+
+					clearTimeout( connectionTimeout );
+					connectionStatus.style.display = 'none';
+
+					var data = JSON.parse( event.data );
+
+					// The overview mode is only useful to the reveal.js instance
+					// where navigation occurs so we don't sync it
+					if( data.state ) delete data.state.overview;
+
+					// Messages sent by the notes plugin inside of the main window
+					if( data && data.namespace === 'reveal-notes' ) {
+						if( data.type === 'connect' ) {
+							handleConnectMessage( data );
+						}
+						else if( data.type === 'state' ) {
+							handleStateMessage( data );
+						}
+						else if( data.type === 'return' ) {
+							pendingCalls[data.callId](data.result);
+							delete pendingCalls[data.callId];
+						}
+					}
+					// Messages sent by the reveal.js inside of the current slide preview
+					else if( data && data.namespace === 'reveal' ) {
+						if( /ready/.test( data.eventName ) ) {
+							// Send a message back to notify that the handshake is complete
+							window.opener.postMessage( JSON.stringify({ namespace: 'reveal-notes', type: 'connected'} ), '*' );
+						}
+						else if( /slidechanged|fragmentshown|fragmenthidden|paused|resumed/.test( data.eventName ) && currentState !== JSON.stringify( data.state ) ) {
+
+							dispatchStateToMainWindow( data.state );
+
+						}
+					}
+
+				} );
+
+				/**
+				 * Updates the presentation in the main window to match the state
+				 * of the presentation in the notes window.
+				 */
+				const dispatchStateToMainWindow = debounce(( state ) => {
+					window.opener.postMessage( JSON.stringify({ method: 'setState', args: [ state ]} ), '*' );
+				}, 500);
+
+				/**
+				 * Asynchronously calls the Reveal.js API of the main frame.
+				 */
+				function callRevealApi( methodName, methodArguments, callback ) {
+
+					var callId = ++lastRevealApiCallId;
+					pendingCalls[callId] = callback;
+					window.opener.postMessage( JSON.stringify( {
+						namespace: 'reveal-notes',
+						type: 'call',
+						callId: callId,
+						methodName: methodName,
+						arguments: methodArguments
+					} ), '*' );
+
+				}
+
+				/**
+				 * Called when the main window is trying to establish a
+				 * connection.
+				 */
+				function handleConnectMessage( data ) {
+
+					if( connected === false ) {
+						connected = true;
+
+						setupIframes( data );
+						setupKeyboard();
+						setupNotes();
+						setupTimer();
+						setupHeartbeat();
+					}
+
+				}
+
+				/**
+				 * Called when the main window sends an updated state.
+				 */
+				function handleStateMessage( data ) {
+
+					// Store the most recently set state to avoid circular loops
+					// applying the same state
+					currentState = JSON.stringify( data.state );
+
+					// No need for updating the notes in case of fragment changes
+					if ( data.notes ) {
+						notes.classList.remove( 'hidden' );
+						notesValue.style.whiteSpace = data.whitespace;
+						if( data.markdown ) {
+							notesValue.innerHTML = marked( data.notes );
+						}
+						else {
+							notesValue.innerHTML = data.notes;
+						}
+					}
+					else {
+						notes.classList.add( 'hidden' );
+					}
+
+					// Update the note slides
+					currentSlide.contentWindow.postMessage( JSON.stringify({ method: 'setState', args: [ data.state ] }), '*' );
+					upcomingSlide.contentWindow.postMessage( JSON.stringify({ method: 'setState', args: [ data.state ] }), '*' );
+					upcomingSlide.contentWindow.postMessage( JSON.stringify({ method: 'next' }), '*' );
+
+				}
+
+				// Limit to max one state update per X ms
+				handleStateMessage = debounce( handleStateMessage, 200 );
+
+				/**
+				 * Forward keyboard events to the current slide window.
+				 * This enables keyboard events to work even if focus
+				 * isn't set on the current slide iframe.
+				 *
+				 * Block F5 default handling, it reloads and disconnects
+				 * the speaker notes window.
+				 */
+				function setupKeyboard() {
+
+					document.addEventListener( 'keydown', function( event ) {
+						if( event.keyCode === 116 || ( event.metaKey && event.keyCode === 82 ) ) {
+							event.preventDefault();
+							return false;
+						}
+						currentSlide.contentWindow.postMessage( JSON.stringify({ method: 'triggerKey', args: [ event.keyCode ] }), '*' );
+					} );
+
+				}
+
+				/**
+				 * Creates the preview iframes.
+				 */
+				function setupIframes( data ) {
+
+					var params = [
+						'receiver',
+						'progress=false',
+						'history=false',
+						'transition=none',
+						'autoSlide=0',
+						'backgroundTransition=none'
+					].join( '&' );
+
+					var urlSeparator = /\?/.test(data.url) ? '&' : '?';
+					var hash = '#/' + data.state.indexh + '/' + data.state.indexv;
+					var currentURL = data.url + urlSeparator + params + '&scrollActivationWidth=false&postMessageEvents=true' + hash;
+					var upcomingURL = data.url + urlSeparator + params + '&scrollActivationWidth=false&controls=false' + hash;
+
+					currentSlide = document.createElement( 'iframe' );
+					currentSlide.setAttribute( 'width', 1280 );
+					currentSlide.setAttribute( 'height', 1024 );
+					currentSlide.setAttribute( 'src', currentURL );
+					document.querySelector( '#current-slide' ).appendChild( currentSlide );
+
+					upcomingSlide = document.createElement( 'iframe' );
+					upcomingSlide.setAttribute( 'width', 640 );
+					upcomingSlide.setAttribute( 'height', 512 );
+					upcomingSlide.setAttribute( 'src', upcomingURL );
+					document.querySelector( '#upcoming-slide' ).appendChild( upcomingSlide );
+
+				}
+
+				/**
+				 * Setup the notes UI.
+				 */
+				function setupNotes() {
+
+					notes = document.querySelector( '.speaker-controls-notes' );
+					notesValue = document.querySelector( '.speaker-controls-notes .value' );
+
+				}
+
+				/**
+				 * We send out a heartbeat at all times to ensure we can
+				 * reconnect with the main presentation window after reloads.
+				 */
+				function setupHeartbeat() {
+
+					setInterval( () => {
+						window.opener.postMessage( JSON.stringify({ namespace: 'reveal-notes', type: 'heartbeat'} ), '*' );
+					}, 1000 );
+
+				}
+
+				function getTimings( callback ) {
+
+					callRevealApi( 'getSlidesAttributes', [], function ( slideAttributes ) {
+						callRevealApi( 'getConfig', [], function ( config ) {
+							var totalTime = config.totalTime;
+							var minTimePerSlide = config.minimumTimePerSlide || 0;
+							var defaultTiming = config.defaultTiming;
+							if ((defaultTiming == null) && (totalTime == null)) {
+								callback(null);
+								return;
+							}
+							// Setting totalTime overrides defaultTiming
+							if (totalTime) {
+								defaultTiming = 0;
+							}
+							var timings = [];
+							for ( var i in slideAttributes ) {
+								var slide = slideAttributes[ i ];
+								var timing = defaultTiming;
+								if( slide.hasOwnProperty( 'data-timing' )) {
+									var t = slide[ 'data-timing' ];
+									timing = parseInt(t);
+									if( isNaN(timing) ) {
+										console.warn("Could not parse timing '" + t + "' of slide " + i + "; using default of " + defaultTiming);
+										timing = defaultTiming;
+									}
+								}
+								timings.push(timing);
+							}
+							if ( totalTime ) {
+								// After we've allocated time to individual slides, we summarize it and
+								// subtract it from the total time
+								var remainingTime = totalTime - timings.reduce( function(a, b) { return a + b; }, 0 );
+								// The remaining time is divided by the number of slides that have 0 seconds
+								// allocated at the moment, giving the average time-per-slide on the remaining slides
+								var remainingSlides = (timings.filter( function(x) { return x == 0 }) ).length
+								var timePerSlide = Math.round( remainingTime / remainingSlides, 0 )
+								// And now we replace every zero-value timing with that average
+								timings = timings.map( function(x) { return (x==0 ? timePerSlide : x) } );
+							}
+							var slidesUnderMinimum = timings.filter( function(x) { return (x < minTimePerSlide) } ).length
+							if ( slidesUnderMinimum ) {
+								message = "The pacing time for " + slidesUnderMinimum + " slide(s) is under the configured minimum of " + minTimePerSlide + " seconds. Check the data-timing attribute on individual slides, or consider increasing the totalTime or minimumTimePerSlide configuration options (or removing some slides).";
+								alert(message);
+							}
+							callback( timings );
+						} );
+					} );
+
+				}
+
+				/**
+				 * Return the number of seconds allocated for presenting
+				 * all slides up to and including this one.
+				 */
+				function getTimeAllocated( timings, callback ) {
+
+					callRevealApi( 'getSlidePastCount', [], function ( currentSlide ) {
+						var allocated = 0;
+						for (var i in timings.slice(0, currentSlide + 1)) {
+							allocated += timings[i];
+						}
+						callback( allocated );
+					} );
+
+				}
+
+				/**
+				 * Create the timer and clock and start updating them
+				 * at an interval.
+				 */
+				function setupTimer() {
+
+					var start = new Date(),
+					timeEl = document.querySelector( '.speaker-controls-time' ),
+					clockEl = timeEl.querySelector( '.clock-value' ),
+					hoursEl = timeEl.querySelector( '.hours-value' ),
+					minutesEl = timeEl.querySelector( '.minutes-value' ),
+					secondsEl = timeEl.querySelector( '.seconds-value' ),
+					pacingTitleEl = timeEl.querySelector( '.pacing-title' ),
+					pacingEl = timeEl.querySelector( '.pacing' ),
+					pacingHoursEl = pacingEl.querySelector( '.hours-value' ),
+					pacingMinutesEl = pacingEl.querySelector( '.minutes-value' ),
+					pacingSecondsEl = pacingEl.querySelector( '.seconds-value' );
+
+					var timings = null;
+					getTimings( function ( _timings ) {
+
+						timings = _timings;
+						if (_timings !== null) {
+							pacingTitleEl.style.removeProperty('display');
+							pacingEl.style.removeProperty('display');
+						}
+
+						// Update once directly
+						_updateTimer();
+
+						// Then update every second
+						setInterval( _updateTimer, 1000 );
+
+					} );
+
+
+					function _resetTimer() {
+
+						if (timings == null) {
+							start = new Date();
+							_updateTimer();
+						}
+						else {
+							// Reset timer to beginning of current slide
+							getTimeAllocated( timings, function ( slideEndTimingSeconds ) {
+								var slideEndTiming = slideEndTimingSeconds * 1000;
+								callRevealApi( 'getSlidePastCount', [], function ( currentSlide ) {
+									var currentSlideTiming = timings[currentSlide] * 1000;
+									var previousSlidesTiming = slideEndTiming - currentSlideTiming;
+									var now = new Date();
+									start = new Date(now.getTime() - previousSlidesTiming);
+									_updateTimer();
+								} );
+							} );
+						}
+
+					}
+
+					timeEl.addEventListener( 'click', function() {
+						_resetTimer();
+						return false;
+					} );
+
+					function _displayTime( hrEl, minEl, secEl, time) {
+
+						var sign = Math.sign(time) == -1 ? "-" : "";
+						time = Math.abs(Math.round(time / 1000));
+						var seconds = time % 60;
+						var minutes = Math.floor( time / 60 ) % 60 ;
+						var hours = Math.floor( time / ( 60 * 60 )) ;
+						hrEl.innerHTML = sign + zeroPadInteger( hours );
+						if (hours == 0) {
+							hrEl.classList.add( 'mute' );
+						}
+						else {
+							hrEl.classList.remove( 'mute' );
+						}
+						minEl.innerHTML = ':' + zeroPadInteger( minutes );
+						if (hours == 0 && minutes == 0) {
+							minEl.classList.add( 'mute' );
+						}
+						else {
+							minEl.classList.remove( 'mute' );
+						}
+						secEl.innerHTML = ':' + zeroPadInteger( seconds );
+					}
+
+					function _updateTimer() {
+
+						var diff, hours, minutes, seconds,
+						now = new Date();
+
+						diff = now.getTime() - start.getTime();
+
+						clockEl.innerHTML = now.toLocaleTimeString( 'en-US', { hour12: true, hour: '2-digit', minute:'2-digit' } );
+						_displayTime( hoursEl, minutesEl, secondsEl, diff );
+						if (timings !== null) {
+							_updatePacing(diff);
+						}
+
+					}
+
+					function _updatePacing(diff) {
+
+						getTimeAllocated( timings, function ( slideEndTimingSeconds ) {
+							var slideEndTiming = slideEndTimingSeconds * 1000;
+
+							callRevealApi( 'getSlidePastCount', [], function ( currentSlide ) {
+								var currentSlideTiming = timings[currentSlide] * 1000;
+								var timeLeftCurrentSlide = slideEndTiming - diff;
+								if (timeLeftCurrentSlide < 0) {
+									pacingEl.className = 'pacing behind';
+								}
+								else if (timeLeftCurrentSlide < currentSlideTiming) {
+									pacingEl.className = 'pacing on-track';
+								}
+								else {
+									pacingEl.className = 'pacing ahead';
+								}
+								_displayTime( pacingHoursEl, pacingMinutesEl, pacingSecondsEl, timeLeftCurrentSlide );
+							} );
+						} );
+					}
+
+				}
+
+				/**
+				 * Sets up the speaker view layout and layout selector.
+				 */
+				function setupLayout() {
+
+					layoutDropdown = document.querySelector( '.speaker-layout-dropdown' );
+					layoutLabel = document.querySelector( '.speaker-layout-label' );
+
+					// Render the list of available layouts
+					for( var id in SPEAKER_LAYOUTS ) {
+						var option = document.createElement( 'option' );
+						option.setAttribute( 'value', id );
+						option.textContent = SPEAKER_LAYOUTS[ id ];
+						layoutDropdown.appendChild( option );
+					}
+
+					// Monitor the dropdown for changes
+					layoutDropdown.addEventListener( 'change', function( event ) {
+
+						setLayout( layoutDropdown.value );
+
+					}, false );
+
+					// Restore any currently persisted layout
+					setLayout( getLayout() );
+
+				}
+
+				/**
+				 * Sets a new speaker view layout. The layout is persisted
+				 * in local storage.
+				 */
+				function setLayout( value ) {
+
+					var title = SPEAKER_LAYOUTS[ value ];
+
+					layoutLabel.innerHTML = 'Layout' + ( title ? ( ': ' + title ) : '' );
+					layoutDropdown.value = value;
+
+					document.body.setAttribute( 'data-speaker-layout', value );
+
+					// Persist locally
+					if( supportsLocalStorage() ) {
+						window.localStorage.setItem( 'reveal-speaker-layout', value );
+					}
+
+				}
+
+				/**
+				 * Returns the ID of the most recently set speaker layout
+				 * or our default layout if none has been set.
+				 */
+				function getLayout() {
+
+					if( supportsLocalStorage() ) {
+						var layout = window.localStorage.getItem( 'reveal-speaker-layout' );
+						if( layout ) {
+							return layout;
+						}
+					}
+
+					// Default to the first record in the layouts hash
+					for( var id in SPEAKER_LAYOUTS ) {
+						return id;
+					}
+
+				}
+
+				function supportsLocalStorage() {
+
+					try {
+						localStorage.setItem('test', 'test');
+						localStorage.removeItem('test');
+						return true;
+					}
+					catch( e ) {
+						return false;
+					}
+
+				}
+
+				function zeroPadInteger( num ) {
+
+					var str = '00' + parseInt( num );
+					return str.substring( str.length - 2 );
+
+				}
+
+				/**
+				 * Limits the frequency at which a function can be called.
+				 */
+				function debounce( fn, ms ) {
+
+					var lastTime = 0,
+						timeout;
+
+					return function() {
+
+						var args = arguments;
+						var context = this;
+
+						clearTimeout( timeout );
+
+						var timeSinceLastCall = Date.now() - lastTime;
+						if( timeSinceLastCall > ms ) {
+							fn.apply( context, args );
+							lastTime = Date.now();
+						}
+						else {
+							timeout = setTimeout( function() {
+								fn.apply( context, args );
+								lastTime = Date.now();
+							}, ms - timeSinceLastCall );
+						}
+
+					}
+
+				}
+
+			})();
+
+		</script>
+	</body>
+</html>
\ No newline at end of file
diff --git a/src/_site/site_libs/revealjs/plugin/pdf-export/pdfexport.js b/src/_site/site_libs/revealjs/plugin/pdf-export/pdfexport.js
new file mode 100644
index 0000000000000000000000000000000000000000..0cf0bd787066e056634c74df9229ce62dab4237d
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/pdf-export/pdfexport.js
@@ -0,0 +1,115 @@
+var PdfExport = ( function( _Reveal ){
+
+	var Reveal = _Reveal;
+	var setStylesheet = null;
+	var installAltKeyBindings = null;
+
+	function getRevealJsPath(){
+		var regex = /\b[^/]+\/reveal.css$/i;
+		var script = Array.from( document.querySelectorAll( 'link' ) ).find( function( e ){
+			return e.attributes.href && e.attributes.href.value.search( regex ) >= 0;
+		});
+		if( !script ){
+			console.error( 'reveal.css could not be found in included <link> elements. Did you rename this file?' );
+			return '';
+		}
+		return script.attributes.href.value.replace( regex, '' );
+	}
+
+	function setStylesheet3( pdfExport ){
+		var link = document.querySelector( '#print' );
+		if( !link ){
+			link = document.createElement( 'link' );
+			link.rel = 'stylesheet';
+			link.id = 'print';
+			document.querySelector( 'head' ).appendChild( link );
+		}
+		var style = 'paper';
+		if( pdfExport ){
+			style = 'pdf';
+		}
+		link.href = getRevealJsPath() + 'css/print/' + style + '.css';
+	}
+
+	function setStylesheet4( pdfExport ){
+	}
+
+	function installAltKeyBindings3(){
+	}
+
+	function installAltKeyBindings4(){
+		if( isPrintingPDF() ){
+			var config = Reveal.getConfig();
+			var shortcut = config.pdfExportShortcut || 'E';
+			window.addEventListener( 'keydown', function( e ){
+				if( e.target.nodeName.toUpperCase() == 'BODY'
+					&& ( e.key.toUpperCase() == shortcut.toUpperCase() || e.keyCode == shortcut.toUpperCase().charCodeAt( 0 ) ) ){
+					e.preventDefault();
+					togglePdfExport();
+					return false;
+				}
+			}, true );
+		}
+	}
+	
+	function isPrintingPDF(){
+		return /print-pdf/gi.test(window.location.search) || /view=print/gi.test(window.location.search);
+	}
+
+	function togglePdfExport(){
+		var url_doc = new URL( document.URL );
+		var query_doc = new URLSearchParams( url_doc.searchParams );
+		if( isPrintingPDF() ){
+			if (query_doc.has('print-pdf')) {
+				query_doc.delete('print-pdf');
+			} else if (query_doc.has('view')) {
+				query_doc.delete('view');
+			}
+		}else{
+			query_doc.set( 'view', 'print' );
+		}
+		url_doc.search = ( query_doc.toString() ? '?' + query_doc.toString() : '' );
+		window.location.href = url_doc.toString();
+	}
+
+	function installKeyBindings(){
+		var config = Reveal.getConfig();
+		var shortcut = config.pdfExportShortcut || 'E';
+		Reveal.addKeyBinding({
+			keyCode: shortcut.toUpperCase().charCodeAt( 0 ),
+			key: shortcut.toUpperCase(),
+			description: 'PDF export mode'
+		}, togglePdfExport );
+		installAltKeyBindings();
+	}
+
+	function install(){
+		installKeyBindings();
+		setStylesheet( isPrintingPDF() );
+	}
+
+	var Plugin = {
+	}
+
+	if( Reveal && Reveal.VERSION && Reveal.VERSION.length && Reveal.VERSION[ 0 ] == '3' ){
+		// reveal 3.x
+		setStylesheet = setStylesheet3;
+		installAltKeyBindings = installAltKeyBindings3;
+		install();
+	}else{
+		// must be reveal 4.x
+		setStylesheet = setStylesheet4;
+		installAltKeyBindings = installAltKeyBindings4;
+		Plugin.id = 'pdf-export';
+		Plugin.init = function( _Reveal ){
+			Reveal = _Reveal;
+			install();
+		};
+		Plugin.togglePdfExport = function () {
+      togglePdfExport();
+		};
+	}
+
+	return Plugin;
+
+})( Reveal );
diff --git a/src/_site/site_libs/revealjs/plugin/pdf-export/plugin.yml b/src/_site/site_libs/revealjs/plugin/pdf-export/plugin.yml
new file mode 100644
index 0000000000000000000000000000000000000000..f6db9d032bfb7b43d50c7cf4bd828324b8ae435b
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/pdf-export/plugin.yml
@@ -0,0 +1,2 @@
+name: PdfExport
+script: pdfexport.js
diff --git a/src/_site/site_libs/revealjs/plugin/quarto-line-highlight/line-highlight.css b/src/_site/site_libs/revealjs/plugin/quarto-line-highlight/line-highlight.css
new file mode 100644
index 0000000000000000000000000000000000000000..e8410fe9e2bbeb2cca7f828d96e8bb770cb84ae9
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/quarto-line-highlight/line-highlight.css
@@ -0,0 +1,31 @@
+.reveal
+  div.sourceCode
+  pre
+  code.has-line-highlights
+  > span:not(.highlight-line) {
+  opacity: 0.4;
+}
+
+.reveal pre.numberSource {
+  padding-left: 0;
+}
+
+.reveal pre.numberSource code > span {
+  left: -2.1em;
+}
+
+pre.numberSource code > span > a:first-child::before {
+  left: -0.7em;
+}
+
+.reveal pre > code:not(:first-child).fragment {
+  position: absolute;
+  top: 0;
+  left: 0;
+  width: 100%;
+  box-sizing: border-box;
+}
+
+.reveal div.sourceCode pre code {
+  min-height: 100%;
+}
diff --git a/src/_site/site_libs/revealjs/plugin/quarto-line-highlight/line-highlight.js b/src/_site/site_libs/revealjs/plugin/quarto-line-highlight/line-highlight.js
new file mode 100644
index 0000000000000000000000000000000000000000..16a3893fce13385123cba679f8cc4f3a452fd616
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/quarto-line-highlight/line-highlight.js
@@ -0,0 +1,351 @@
+window.QuartoLineHighlight = function () {
+  function isPrintView() {
+    return /print-pdf/gi.test(window.location.search) || /view=print/gi.test(window.location.search);
+  }
+
+  const delimiters = {
+    step: "|",
+    line: ",",
+    lineRange: "-",
+  };
+
+  const regex = new RegExp(
+    "^[\\d" + Object.values(delimiters).join("") + "]+$"
+  );
+
+  function handleLinesSelector(deck, attr) {
+    // if we are in printview with pdfSeparateFragments: false
+    // then we'll also want to supress
+    if (regex.test(attr)) {
+      if (isPrintView() && deck.getConfig().pdfSeparateFragments !== true) {
+        return false;
+      } else {
+        return true;
+      }
+    } else {
+      return false;
+    }
+  }
+
+  const kCodeLineNumbersAttr = "data-code-line-numbers";
+  const kFragmentIndex = "data-fragment-index";
+
+  function initQuartoLineHighlight(deck) {
+    const divSourceCode = deck
+      .getRevealElement()
+      .querySelectorAll("div.sourceCode");
+    // Process each div created by Pandoc highlighting - numbered line are already included.
+    divSourceCode.forEach((el) => {
+      if (el.hasAttribute(kCodeLineNumbersAttr)) {
+        const codeLineAttr = el.getAttribute(kCodeLineNumbersAttr);
+        el.removeAttribute(kCodeLineNumbersAttr);
+        if (handleLinesSelector(deck, codeLineAttr)) {
+          // Only process if attr is a string to select lines to highlights
+          // e.g "1|3,6|8-11"
+          const codeBlock = el.querySelectorAll("pre code");
+          codeBlock.forEach((code) => {
+            // move attributes on code block
+            code.setAttribute(kCodeLineNumbersAttr, codeLineAttr);
+
+            const scrollState = { currentBlock: code };
+
+            // Check if there are steps and duplicate code block accordingly
+            const highlightSteps = splitLineNumbers(codeLineAttr);
+            if (highlightSteps.length > 1) {
+              // If the original code block has a fragment-index,
+              // each clone should follow in an incremental sequence
+              let fragmentIndex = parseInt(
+                code.getAttribute(kFragmentIndex),
+                10
+              );
+              fragmentIndex =
+                typeof fragmentIndex !== "number" || isNaN(fragmentIndex)
+                  ? null
+                  : fragmentIndex;
+
+              let stepN = 1;
+              highlightSteps.slice(1).forEach(
+                // Generate fragments for all steps except the original block
+                (step) => {
+                  var fragmentBlock = code.cloneNode(true);
+                  fragmentBlock.setAttribute(
+                    "data-code-line-numbers",
+                    joinLineNumbers([step])
+                  );
+                  fragmentBlock.classList.add("fragment");
+
+                  // Pandoc sets id on spans we need to keep unique
+                  fragmentBlock
+                    .querySelectorAll(":scope > span")
+                    .forEach((span) => {
+                      if (span.hasAttribute("id")) {
+                        span.setAttribute(
+                          "id",
+                          span.getAttribute("id").concat("-" + stepN)
+                        );
+                      }
+                    });
+                  stepN = ++stepN;
+
+                  // Add duplicated <code> element after existing one
+                  code.parentNode.appendChild(fragmentBlock);
+
+                  // Each new <code> element is highlighted based on the new attributes value
+                  highlightCodeBlock(fragmentBlock);
+
+                  if (typeof fragmentIndex === "number") {
+                    fragmentBlock.setAttribute(kFragmentIndex, fragmentIndex);
+                    fragmentIndex += 1;
+                  } else {
+                    fragmentBlock.removeAttribute(kFragmentIndex);
+                  }
+
+                  // Scroll highlights into view as we step through them
+                  fragmentBlock.addEventListener(
+                    "visible",
+                    scrollHighlightedLineIntoView.bind(
+                      this,
+                      fragmentBlock,
+                      scrollState
+                    )
+                  );
+                  fragmentBlock.addEventListener(
+                    "hidden",
+                    scrollHighlightedLineIntoView.bind(
+                      this,
+                      fragmentBlock.previousSibling,
+                      scrollState
+                    )
+                  );
+                }
+              );
+              code.removeAttribute(kFragmentIndex);
+              code.setAttribute(
+                kCodeLineNumbersAttr,
+                joinLineNumbers([highlightSteps[0]])
+              );
+            }
+
+            // Scroll the first highlight into view when the slide becomes visible.
+            const slide =
+              typeof code.closest === "function"
+                ? code.closest("section:not(.stack)")
+                : null;
+            if (slide) {
+              const scrollFirstHighlightIntoView = function () {
+                scrollHighlightedLineIntoView(code, scrollState, true);
+                slide.removeEventListener(
+                  "visible",
+                  scrollFirstHighlightIntoView
+                );
+              };
+              slide.addEventListener("visible", scrollFirstHighlightIntoView);
+            }
+
+            highlightCodeBlock(code);
+          });
+        }
+      }
+    });
+  }
+
+  function highlightCodeBlock(codeBlock) {
+    const highlightSteps = splitLineNumbers(
+      codeBlock.getAttribute(kCodeLineNumbersAttr)
+    );
+
+    if (highlightSteps.length) {
+      // If we have at least one step, we generate fragments
+      highlightSteps[0].forEach((highlight) => {
+        // Add expected class on <pre> for reveal CSS
+        codeBlock.parentNode.classList.add("code-wrapper");
+
+        // Select lines to highlight
+        spanToHighlight = [];
+        if (typeof highlight.last === "number") {
+          spanToHighlight = [].slice.call(
+            codeBlock.querySelectorAll(
+              ":scope > span:nth-of-type(n+" +
+                highlight.first +
+                "):nth-of-type(-n+" +
+                highlight.last +
+                ")"
+            )
+          );
+        } else if (typeof highlight.first === "number") {
+          spanToHighlight = [].slice.call(
+            codeBlock.querySelectorAll(
+              ":scope > span:nth-of-type(" + highlight.first + ")"
+            )
+          );
+        }
+        if (spanToHighlight.length) {
+          // Add a class on <code> and <span> to select line to highlight
+          spanToHighlight.forEach((span) =>
+            span.classList.add("highlight-line")
+          );
+          codeBlock.classList.add("has-line-highlights");
+        }
+      });
+    }
+  }
+
+  /**
+   * Animates scrolling to the first highlighted line
+   * in the given code block.
+   */
+  function scrollHighlightedLineIntoView(block, scrollState, skipAnimation) {
+    window.cancelAnimationFrame(scrollState.animationFrameID);
+
+    // Match the scroll position of the currently visible
+    // code block
+    if (scrollState.currentBlock) {
+      block.scrollTop = scrollState.currentBlock.scrollTop;
+    }
+
+    // Remember the current code block so that we can match
+    // its scroll position when showing/hiding fragments
+    scrollState.currentBlock = block;
+
+    const highlightBounds = getHighlightedLineBounds(block);
+    let viewportHeight = block.offsetHeight;
+
+    // Subtract padding from the viewport height
+    const blockStyles = window.getComputedStyle(block);
+    viewportHeight -=
+      parseInt(blockStyles.paddingTop) + parseInt(blockStyles.paddingBottom);
+
+    // Scroll position which centers all highlights
+    const startTop = block.scrollTop;
+    let targetTop =
+      highlightBounds.top +
+      (Math.min(highlightBounds.bottom - highlightBounds.top, viewportHeight) -
+        viewportHeight) /
+        2;
+
+    // Make sure the scroll target is within bounds
+    targetTop = Math.max(
+      Math.min(targetTop, block.scrollHeight - viewportHeight),
+      0
+    );
+
+    if (skipAnimation === true || startTop === targetTop) {
+      block.scrollTop = targetTop;
+    } else {
+      // Don't attempt to scroll if there is no overflow
+      if (block.scrollHeight <= viewportHeight) return;
+
+      let time = 0;
+
+      const animate = function () {
+        time = Math.min(time + 0.02, 1);
+
+        // Update our eased scroll position
+        block.scrollTop =
+          startTop + (targetTop - startTop) * easeInOutQuart(time);
+
+        // Keep animating unless we've reached the end
+        if (time < 1) {
+          scrollState.animationFrameID = requestAnimationFrame(animate);
+        }
+      };
+
+      animate();
+    }
+  }
+
+  function getHighlightedLineBounds(block) {
+    const highlightedLines = block.querySelectorAll(".highlight-line");
+    if (highlightedLines.length === 0) {
+      return { top: 0, bottom: 0 };
+    } else {
+      const firstHighlight = highlightedLines[0];
+      const lastHighlight = highlightedLines[highlightedLines.length - 1];
+
+      return {
+        top: firstHighlight.offsetTop,
+        bottom: lastHighlight.offsetTop + lastHighlight.offsetHeight,
+      };
+    }
+  }
+
+  /**
+   * The easing function used when scrolling.
+   */
+  function easeInOutQuart(t) {
+    // easeInOutQuart
+    return t < 0.5 ? 8 * t * t * t * t : 1 - 8 * --t * t * t * t;
+  }
+
+  function splitLineNumbers(lineNumbersAttr) {
+    // remove space
+    lineNumbersAttr = lineNumbersAttr.replace("/s/g", "");
+    // seperate steps (for fragment)
+    lineNumbersAttr = lineNumbersAttr.split(delimiters.step);
+
+    // for each step, calculate first and last line, if any
+    return lineNumbersAttr.map((highlights) => {
+      // detect lines
+      const lines = highlights.split(delimiters.line);
+      return lines.map((range) => {
+        if (/^[\d-]+$/.test(range)) {
+          range = range.split(delimiters.lineRange);
+          const firstLine = parseInt(range[0], 10);
+          const lastLine = range[1] ? parseInt(range[1], 10) : undefined;
+          return {
+            first: firstLine,
+            last: lastLine,
+          };
+        } else {
+          return {};
+        }
+      });
+    });
+  }
+
+  function joinLineNumbers(splittedLineNumbers) {
+    return splittedLineNumbers
+      .map(function (highlights) {
+        return highlights
+          .map(function (highlight) {
+            // Line range
+            if (typeof highlight.last === "number") {
+              return highlight.first + delimiters.lineRange + highlight.last;
+            }
+            // Single line
+            else if (typeof highlight.first === "number") {
+              return highlight.first;
+            }
+            // All lines
+            else {
+              return "";
+            }
+          })
+          .join(delimiters.line);
+      })
+      .join(delimiters.step);
+  }
+
+  return {
+    id: "quarto-line-highlight",
+    init: function (deck) {
+      initQuartoLineHighlight(deck);
+
+      // If we're printing to PDF, scroll the code highlights of
+      // all blocks in the deck into view at once
+      deck.on("pdf-ready", function () {
+        [].slice
+          .call(
+            deck
+              .getRevealElement()
+              .querySelectorAll(
+                "pre code[data-code-line-numbers].current-fragment"
+              )
+          )
+          .forEach(function (block) {
+            scrollHighlightedLineIntoView(block, {}, true);
+          });
+      });
+    },
+  };
+};
diff --git a/src/_site/site_libs/revealjs/plugin/quarto-line-highlight/plugin.yml b/src/_site/site_libs/revealjs/plugin/quarto-line-highlight/plugin.yml
new file mode 100644
index 0000000000000000000000000000000000000000..ca2068621aded50ae060767d3fa211db974391f0
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/quarto-line-highlight/plugin.yml
@@ -0,0 +1,4 @@
+# adapted from https://github.com/hakimel/reveal.js/tree/master/plugin/highlight
+name: QuartoLineHighlight
+script: line-highlight.js
+stylesheet: line-highlight.css
diff --git a/src/_site/site_libs/revealjs/plugin/quarto-support/footer.css b/src/_site/site_libs/revealjs/plugin/quarto-support/footer.css
new file mode 100644
index 0000000000000000000000000000000000000000..390d5b38ddb6d41db96f1e3d5c408ee93e5cf7db
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/quarto-support/footer.css
@@ -0,0 +1,110 @@
+.reveal .slide-logo {
+  display: block;
+  position: fixed;
+  bottom: 0;
+  right: 12px;
+  max-height: 2.2rem;
+  height: 100%;
+  width: auto;
+  z-index: 2;
+}
+
+.reveal .footer {
+  display: block;
+  position: fixed;
+  bottom: 18px;
+  width: 100%;
+  margin: 0 auto;
+  text-align: center;
+  font-size: 18px;
+  z-index: 2;
+}
+
+.reveal .footer > * {
+  margin-top: 0;
+  margin-bottom: 0;
+}
+
+.reveal .slide .footer {
+  display: none;
+}
+
+.reveal .slide-number {
+  bottom: 10px;
+  right: 10px;
+  font-size: 16px;
+  background-color: transparent;
+}
+
+.reveal.has-logo .slide-number {
+  bottom: initial;
+  top: 8px;
+  right: 8px;
+}
+
+.reveal .slide-number .slide-number-delimiter {
+  margin: 0;
+}
+
+.reveal .slide-menu-button {
+  left: 8px;
+  bottom: 8px;
+}
+
+.reveal .slide-chalkboard-buttons {
+  position: fixed;
+  left: 12px;
+  bottom: 8px;
+  z-index: 30;
+  font-size: 24px;
+}
+
+.reveal .slide-chalkboard-buttons.slide-menu-offset {
+  left: 54px;
+}
+
+.reveal .slide-chalkboard-buttons > span {
+  margin-right: 14px;
+  cursor: pointer;
+}
+
+@media screen and (max-width: 800px) {
+  .reveal .slide-logo {
+    max-height: 1.1rem;
+    bottom: -2px;
+    right: 10px;
+  }
+  .reveal .footer {
+    font-size: 14px;
+    bottom: 12px;
+  }
+  .reveal .slide-number {
+    font-size: 12px;
+    bottom: 7px;
+  }
+  .reveal .slide-menu-button .fas::before {
+    height: 1.3rem;
+    width: 1.3rem;
+    vertical-align: -0.125em;
+    background-size: 1.3rem 1.3rem;
+  }
+
+  .reveal .slide-chalkboard-buttons .fas::before {
+    height: 0.95rem;
+    width: 0.95rem;
+    background-size: 0.95rem 0.95rem;
+    vertical-align: -0em;
+  }
+
+  .reveal .slide-chalkboard-buttons.slide-menu-offset {
+    left: 36px;
+  }
+  .reveal .slide-chalkboard-buttons > span {
+    margin-right: 9px;
+  }
+}
+
+html.print-pdf .reveal .slide-menu-button,
+html.print-pdf .reveal .slide-chalkboard-buttons {
+  display: none;
+}
diff --git a/src/_site/site_libs/revealjs/plugin/quarto-support/plugin.yml b/src/_site/site_libs/revealjs/plugin/quarto-support/plugin.yml
new file mode 100644
index 0000000000000000000000000000000000000000..546956e94c3f6d68d42e56427012187bcc6ec26a
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/quarto-support/plugin.yml
@@ -0,0 +1,5 @@
+name: QuartoSupport
+script: support.js
+stylesheet: footer.css
+config:
+  smaller: false
diff --git a/src/_site/site_libs/revealjs/plugin/quarto-support/support.js b/src/_site/site_libs/revealjs/plugin/quarto-support/support.js
new file mode 100644
index 0000000000000000000000000000000000000000..73246a7899f556b08d36da9f1116abf74d37f3f2
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/quarto-support/support.js
@@ -0,0 +1,405 @@
+// catch all plugin for various quarto features
+window.QuartoSupport = function () {
+  function isPrintView() {
+    return /print-pdf/gi.test(window.location.search) || /view=print/gi.test(window.location.search);
+  }
+
+  // helper for theme toggling
+  function toggleBackgroundTheme(el, onDarkBackground, onLightBackground) {
+    if (onDarkBackground) {
+      el.classList.add('has-dark-background')
+    } else {
+      el.classList.remove('has-dark-background')
+    }
+    if (onLightBackground) {
+      el.classList.add('has-light-background')
+    } else {
+      el.classList.remove('has-light-background')
+    }
+  }
+
+  // implement controlsAudo
+  function controlsAuto(deck) {
+    const config = deck.getConfig();
+    if (config.controlsAuto === true) {
+      const iframe = window.location !== window.parent.location;
+      const localhost =
+        window.location.hostname === "localhost" ||
+        window.location.hostname === "127.0.0.1";
+      deck.configure({
+        controls:
+          (iframe && !localhost) ||
+          (deck.hasVerticalSlides() && config.navigationMode !== "linear"),
+      });
+    }
+  }
+
+  // helper to provide event handlers for all links in a container
+  function handleLinkClickEvents(deck, container) {
+    Array.from(container.querySelectorAll("a")).forEach((el) => {
+      const url = el.getAttribute("href");
+      if (/^(http|www)/gi.test(url)) {
+        el.addEventListener(
+          "click",
+          (ev) => {
+            const fullscreen = !!window.document.fullscreen;
+            const dataPreviewLink = el.getAttribute("data-preview-link");
+
+            // if there is a local specifcation then use that
+            if (dataPreviewLink) {
+              if (
+                dataPreviewLink === "true" ||
+                (dataPreviewLink === "auto" && fullscreen)
+              ) {
+                ev.preventDefault();
+                deck.showPreview(url);
+                return false;
+              }
+            } else {
+              const previewLinks = !!deck.getConfig().previewLinks;
+              const previewLinksAuto =
+                deck.getConfig().previewLinksAuto === true;
+              if (previewLinks == true || (previewLinksAuto && fullscreen)) {
+                ev.preventDefault();
+                deck.showPreview(url);
+                return false;
+              }
+            }
+
+            // if the deck is in an iframe we want to open it externally
+            // (don't do this when in vscode though as it has its own
+            // handler for opening links externally that will be play)
+            const iframe = window.location !== window.parent.location;
+            if (
+              iframe &&
+              !window.location.search.includes("quartoPreviewReqId=")
+            ) {
+              ev.preventDefault();
+              ev.stopImmediatePropagation();
+              window.open(url, "_blank");
+              return false;
+            }
+
+            // if the user has set data-preview-link to "auto" we need to handle the event
+            // (because reveal will interpret "auto" as true)
+            if (dataPreviewLink === "auto") {
+              ev.preventDefault();
+              ev.stopImmediatePropagation();
+              const target =
+                el.getAttribute("target") ||
+                (ev.ctrlKey || ev.metaKey ? "_blank" : "");
+              if (target) {
+                window.open(url, target);
+              } else {
+                window.location.href = url;
+              }
+              return false;
+            }
+          },
+          false
+        );
+      }
+    });
+  }
+
+  // implement previewLinksAuto
+  function previewLinksAuto(deck) {
+    handleLinkClickEvents(deck, deck.getRevealElement());
+  }
+
+  // apply styles
+  function applyGlobalStyles(deck) {
+    if (deck.getConfig()["smaller"] === true) {
+      const revealParent = deck.getRevealElement();
+      revealParent.classList.add("smaller");
+    }
+  }
+
+  // add logo image
+  function addLogoImage(deck) {
+    const revealParent = deck.getRevealElement();
+    const logoImg = document.querySelector(".slide-logo");
+    if (logoImg) {
+      revealParent.appendChild(logoImg);
+      revealParent.classList.add("has-logo");
+    }
+  }
+
+  // tweak slide-number element
+  function tweakSlideNumber(deck) {
+    deck.on("slidechanged", function (ev) {
+      // No slide number in scroll view
+      if (deck.isScrollView()) { return }
+      const revealParent = deck.getRevealElement();
+      const slideNumberEl = revealParent.querySelector(".slide-number");
+      const slideBackground = Reveal.getSlideBackground(ev.currentSlide);
+      const onDarkBackground = slideBackground.classList.contains('has-dark-background')
+      const onLightBackground = slideBackground.classList.contains('has-light-background')
+      toggleBackgroundTheme(slideNumberEl, onDarkBackground, onLightBackground);
+    })
+  }
+
+  // add footer text
+  function addFooter(deck) {
+    const revealParent = deck.getRevealElement();
+    const defaultFooterDiv = document.querySelector(".footer-default");
+    // Set per slide footer if any defined, 
+    // or show default unless data-footer="false" for no footer on this slide
+    const setSlideFooter = (ev, defaultFooterDiv) => {
+      const currentSlideFooter = ev.currentSlide.querySelector(".footer");
+      const onDarkBackground = deck.getSlideBackground(ev.currentSlide).classList.contains('has-dark-background')
+      const onLightBackground = deck.getSlideBackground(ev.currentSlide).classList.contains('has-light-background')
+      if (currentSlideFooter) {
+        defaultFooterDiv.style.display = "none";
+        const slideFooter = currentSlideFooter.cloneNode(true);
+        handleLinkClickEvents(deck, slideFooter);
+        deck.getRevealElement().appendChild(slideFooter);
+        toggleBackgroundTheme(slideFooter, onDarkBackground, onLightBackground)
+      } else if (ev.currentSlide.getAttribute("data-footer") === "false") {
+        defaultFooterDiv.style.display = "none";
+      } else {
+        defaultFooterDiv.style.display = "block";
+        toggleBackgroundTheme(defaultFooterDiv, onDarkBackground, onLightBackground)
+      }
+    }
+    if (defaultFooterDiv) {
+      // move default footnote to the div.reveal element
+      revealParent.appendChild(defaultFooterDiv);
+      handleLinkClickEvents(deck, defaultFooterDiv);
+
+      if (!isPrintView()) {
+        // Ready even is needed so that footer customization applies on first loaded slide
+        deck.on('ready', (ev) => {
+          // Set footer (custom, default or none)
+          setSlideFooter(ev, defaultFooterDiv)
+        });
+        // Any new navigated new slide will get the custom footnote check
+        deck.on("slidechanged", function (ev) {
+          // Remove presentation footer defined by previous slide
+          const prevSlideFooter = document.querySelector(
+            ".reveal > .footer:not(.footer-default)"
+          );
+          if (prevSlideFooter) {
+            prevSlideFooter.remove();
+          }
+          // Set new one (custom, default or none)
+          setSlideFooter(ev, defaultFooterDiv)
+        });
+      }
+    }
+  }
+
+  // add chalkboard buttons
+  function addChalkboardButtons(deck) {
+    const chalkboard = deck.getPlugin("RevealChalkboard");
+    if (chalkboard && !isPrintView()) {
+      const revealParent = deck.getRevealElement();
+      const chalkboardDiv = document.createElement("div");
+      chalkboardDiv.classList.add("slide-chalkboard-buttons");
+      if (document.querySelector(".slide-menu-button")) {
+        chalkboardDiv.classList.add("slide-menu-offset");
+      }
+      // add buttons
+      const buttons = [
+        {
+          icon: "easel2",
+          title: "Toggle Chalkboard (b)",
+          onclick: chalkboard.toggleChalkboard,
+        },
+        {
+          icon: "brush",
+          title: "Toggle Notes Canvas (c)",
+          onclick: chalkboard.toggleNotesCanvas,
+        },
+      ];
+      buttons.forEach(function (button) {
+        const span = document.createElement("span");
+        span.title = button.title;
+        const icon = document.createElement("i");
+        icon.classList.add("fas");
+        icon.classList.add("fa-" + button.icon);
+        span.appendChild(icon);
+        span.onclick = function (event) {
+          event.preventDefault();
+          button.onclick();
+        };
+        chalkboardDiv.appendChild(span);
+      });
+      revealParent.appendChild(chalkboardDiv);
+      const config = deck.getConfig();
+      if (!config.chalkboard.buttons) {
+        chalkboardDiv.classList.add("hidden");
+      }
+
+      // show and hide chalkboard buttons on slidechange
+      deck.on("slidechanged", function (ev) {
+        const config = deck.getConfig();
+        let buttons = !!config.chalkboard.buttons;
+        const slideButtons = ev.currentSlide.getAttribute(
+          "data-chalkboard-buttons"
+        );
+        if (slideButtons) {
+          if (slideButtons === "true" || slideButtons === "1") {
+            buttons = true;
+          } else if (slideButtons === "false" || slideButtons === "0") {
+            buttons = false;
+          }
+        }
+        if (buttons) {
+          chalkboardDiv.classList.remove("hidden");
+        } else {
+          chalkboardDiv.classList.add("hidden");
+        }
+      });
+    }
+  }
+
+  function handleTabbyClicks() {
+    const tabs = document.querySelectorAll(".panel-tabset-tabby > li > a");
+    for (let i = 0; i < tabs.length; i++) {
+      const tab = tabs[i];
+      tab.onclick = function (ev) {
+        ev.preventDefault();
+        ev.stopPropagation();
+        return false;
+      };
+    }
+  }
+
+  function fixupForPrint(deck) {
+    if (isPrintView()) {
+      const slides = deck.getSlides();
+      slides.forEach(function (slide) {
+        slide.removeAttribute("data-auto-animate");
+      });
+      window.document.querySelectorAll(".hljs").forEach(function (el) {
+        el.classList.remove("hljs");
+      });
+      window.document.querySelectorAll(".hljs-ln-code").forEach(function (el) {
+        el.classList.remove("hljs-ln-code");
+      });
+    }
+  }
+
+  function handleSlideChanges(deck) {
+    // dispatch for htmlwidgets
+    const fireSlideEnter = () => {
+      const event = window.document.createEvent("Event");
+      event.initEvent("slideenter", true, true);
+      window.document.dispatchEvent(event);
+    };
+
+    const fireSlideChanged = (previousSlide, currentSlide) => {
+      fireSlideEnter();
+
+      // dispatch for shiny
+      if (window.jQuery) {
+        if (previousSlide) {
+          window.jQuery(previousSlide).trigger("hidden");
+        }
+        if (currentSlide) {
+          window.jQuery(currentSlide).trigger("shown");
+        }
+      }
+    };
+
+    // fire slideEnter for tabby tab activations (for htmlwidget resize behavior)
+    document.addEventListener("tabby", fireSlideEnter, false);
+
+    deck.on("slidechanged", function (event) {
+      fireSlideChanged(event.previousSlide, event.currentSlide);
+    });
+  }
+
+  function workaroundMermaidDistance(deck) {
+    if (window.document.querySelector("pre.mermaid-js")) {
+      const slideCount = deck.getTotalSlides();
+      deck.configure({
+        mobileViewDistance: slideCount,
+        viewDistance: slideCount,
+      });
+    }
+  }
+
+  function handleWhiteSpaceInColumns(deck) {
+    for (const outerDiv of window.document.querySelectorAll("div.columns")) {
+      // remove all whitespace text nodes
+      // whitespace nodes cause the columns to be misaligned
+      // since they have inline-block layout
+      // 
+      // Quarto emits no whitespace nodes, but third-party tooling
+      // has bugs that can cause whitespace nodes to be emitted.
+      // See https://github.com/quarto-dev/quarto-cli/issues/8382
+      for (const node of outerDiv.childNodes) {
+        if (node.nodeType === 3 && node.nodeValue.trim() === "") {
+          outerDiv.removeChild(node);
+        }
+      }
+    }
+  }
+
+  function cleanEmptyAutoGeneratedContent(deck) {
+    const div = document.querySelector('div.quarto-auto-generated-content')
+    if (div && div.textContent.trim() === '') {
+      div.remove()
+    }
+  }
+
+  // FIXME: Possibly remove this wrapper class when upstream trigger is fixed
+  // https://github.com/hakimel/reveal.js/issues/3688
+  // Currently, scrollActivationWidth needs to be unset for toggle to work
+  class ScrollViewToggler {
+    constructor(deck) {
+      this.deck = deck;
+      this.oldScrollActivationWidth = deck.getConfig()['scrollActivationWidth'];
+    }
+  
+    toggleScrollViewWrapper() {
+      if (this.deck.isScrollView() === true) {
+        this.deck.configure({ scrollActivationWidth: this.oldScrollActivationWidth });
+        this.deck.toggleScrollView(false);
+      } else if (this.deck.isScrollView() === false) {
+        this.deck.configure({ scrollActivationWidth: null });
+        this.deck.toggleScrollView(true);
+      }
+    }
+  }
+
+  let scrollViewToggler;
+
+  function installScollViewKeyBindings(deck) {
+		var config = deck.getConfig();
+		var shortcut = config.scrollViewShortcut || 'R';
+		Reveal.addKeyBinding({
+			keyCode: shortcut.toUpperCase().charCodeAt( 0 ),
+			key: shortcut.toUpperCase(),
+			description: 'Scroll View Mode'
+		}, () => { scrollViewToggler.toggleScrollViewWrapper() } );
+	}
+
+  return {
+    id: "quarto-support",
+    init: function (deck) {
+      scrollViewToggler = new ScrollViewToggler(deck);
+      controlsAuto(deck);
+      previewLinksAuto(deck);
+      fixupForPrint(deck);
+      applyGlobalStyles(deck);
+      addLogoImage(deck);
+      tweakSlideNumber(deck);
+      addFooter(deck);
+      addChalkboardButtons(deck);
+      handleTabbyClicks();
+      handleSlideChanges(deck);
+      workaroundMermaidDistance(deck);
+      handleWhiteSpaceInColumns(deck);
+      installScollViewKeyBindings(deck);
+      // should stay last
+      cleanEmptyAutoGeneratedContent(deck);
+    },
+    // Export for adding in menu
+    toggleScrollView: function() {
+      scrollViewToggler.toggleScrollViewWrapper();
+    }
+  };
+};
diff --git a/src/_site/site_libs/revealjs/plugin/reveal-menu/menu.css b/src/_site/site_libs/revealjs/plugin/reveal-menu/menu.css
new file mode 100644
index 0000000000000000000000000000000000000000..5a300fdf63f758dc86e6d9f2ad8b543ea444cd9f
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/reveal-menu/menu.css
@@ -0,0 +1,346 @@
+.slide-menu-wrapper {
+  font-family: 'Source Sans Pro', Helvetica, sans-serif;
+}
+
+.slide-menu-wrapper .slide-menu {
+  background-color: #333;
+  z-index: 200;
+  position: fixed;
+  top: 0;
+  width: 300px;
+  height: 100%;
+  /*overflow-y: scroll;*/
+  transition: transform 0.3s;
+  font-size: 16px;
+  font-weight: normal;
+}
+
+.slide-menu-wrapper .slide-menu.slide-menu--wide {
+  width: 500px;
+}
+
+.slide-menu-wrapper .slide-menu.slide-menu--third {
+  width: 33%;
+}
+
+.slide-menu-wrapper .slide-menu.slide-menu--half {
+  width: 50%;
+}
+
+.slide-menu-wrapper .slide-menu.slide-menu--full {
+  width: 95%;
+}
+
+/*
+ * Slides menu
+ */
+
+.slide-menu-wrapper .slide-menu-items {
+  margin: 0;
+  padding: 0;
+  width: 100%;
+  border-bottom: solid 1px #555;
+}
+
+.slide-menu-wrapper .slide-menu-item,
+.slide-menu-wrapper .slide-menu-item-vertical {
+  display: block;
+  text-align: left;
+  padding: 10px 18px;
+  color: #aaa;
+  cursor: pointer;
+}
+
+.slide-menu-wrapper .slide-menu-item-vertical {
+  padding-left: 30px;
+}
+
+.slide-menu-wrapper .slide-menu--wide .slide-menu-item-vertical,
+.slide-menu-wrapper .slide-menu--third .slide-menu-item-vertical,
+.slide-menu-wrapper .slide-menu--half .slide-menu-item-vertical,
+.slide-menu-wrapper .slide-menu--full .slide-menu-item-vertical,
+.slide-menu-wrapper .slide-menu--custom .slide-menu-item-vertical {
+  padding-left: 50px;
+}
+
+.slide-menu-wrapper .slide-menu-item {
+  border-top: solid 1px #555;
+}
+
+.slide-menu-wrapper .active-menu-panel li.selected {
+  background-color: #222;
+  color: white;
+}
+
+.slide-menu-wrapper .active-menu-panel li.active {
+  color: #eee;
+}
+
+.slide-menu-wrapper .slide-menu-item.no-title .slide-menu-item-title,
+.slide-menu-wrapper .slide-menu-item-vertical.no-title .slide-menu-item-title {
+  font-style: italic;
+}
+
+.slide-menu-wrapper .slide-menu-item-number {
+  color: #999;
+  padding-right: 6px;
+}
+
+.slide-menu-wrapper .slide-menu-item i.far,
+.slide-menu-wrapper .slide-menu-item i.fas,
+.slide-menu-wrapper .slide-menu-item-vertical i.far,
+.slide-menu-wrapper .slide-menu-item-vertical i.fas,
+.slide-menu-wrapper .slide-menu-item svg.svg-inline--fa,
+.slide-menu-wrapper .slide-menu-item-vertical svg.svg-inline--fa {
+  padding-right: 12px;
+  display: none;
+}
+
+.slide-menu-wrapper .slide-menu-item.past i.fas.past,
+.slide-menu-wrapper .slide-menu-item-vertical.past i.fas.past,
+.slide-menu-wrapper .slide-menu-item.active i.fas.active,
+.slide-menu-wrapper .slide-menu-item-vertical.active i.fas.active,
+.slide-menu-wrapper .slide-menu-item.future i.far.future,
+.slide-menu-wrapper .slide-menu-item-vertical.future i.far.future,
+.slide-menu-wrapper .slide-menu-item.past svg.svg-inline--fa.past,
+.slide-menu-wrapper .slide-menu-item-vertical.past svg.svg-inline--fa.past,
+.slide-menu-wrapper .slide-menu-item.active svg.svg-inline--fa.active,
+.slide-menu-wrapper .slide-menu-item-vertical.active svg.svg-inline--fa.active,
+.slide-menu-wrapper .slide-menu-item.future svg.svg-inline--fa.future,
+.slide-menu-wrapper .slide-menu-item-vertical.future svg.svg-inline--fa.future {
+  display: inline-block;
+}
+
+.slide-menu-wrapper .slide-menu-item.past i.fas.past,
+.slide-menu-wrapper .slide-menu-item-vertical.past i.fas.past,
+.slide-menu-wrapper .slide-menu-item.future i.far.future,
+.slide-menu-wrapper .slide-menu-item-vertical.future i.far.future,
+.slide-menu-wrapper .slide-menu-item.past svg.svg-inline--fa.past,
+.slide-menu-wrapper .slide-menu-item-vertical.past svg.svg-inline--fa.past,
+.slide-menu-wrapper .slide-menu-item.future svg.svg-inline--fa.future,
+.slide-menu-wrapper .slide-menu-item-vertical.future svg.svg-inline--fa.future {
+  opacity: 0.4;
+}
+
+.slide-menu-wrapper .slide-menu-item.active i.fas.active,
+.slide-menu-wrapper .slide-menu-item-vertical.active i.fas.active,
+.slide-menu-wrapper .slide-menu-item.active svg.svg-inline--fa.active,
+.slide-menu-wrapper .slide-menu-item-vertical.active svg.svg-inline--fa.active {
+  opacity: 0.8;
+}
+
+.slide-menu-wrapper .slide-menu--left {
+  left: 0;
+  -webkit-transform: translateX(-100%);
+  -ms-transform: translateX(-100%);
+  transform: translateX(-100%);
+}
+
+.slide-menu-wrapper .slide-menu--left.active {
+  -webkit-transform: translateX(0);
+  -ms-transform: translateX(0);
+  transform: translateX(0);
+}
+
+.slide-menu-wrapper .slide-menu--right {
+  right: 0;
+  -webkit-transform: translateX(100%);
+  -ms-transform: translateX(100%);
+  transform: translateX(100%);
+}
+
+.slide-menu-wrapper .slide-menu--right.active {
+  -webkit-transform: translateX(0);
+  -ms-transform: translateX(0);
+  transform: translateX(0);
+}
+
+.slide-menu-wrapper {
+  transition: transform 0.3s;
+}
+
+/*
+ * Toolbar
+ */
+.slide-menu-wrapper .slide-menu-toolbar {
+  height: 60px;
+  width: 100%;
+  font-size: 12px;
+  display: table;
+  table-layout: fixed; /* ensures equal width */
+  margin: 0;
+  padding: 0;
+  border-bottom: solid 2px #666;
+}
+
+.slide-menu-wrapper .slide-menu-toolbar > li {
+  display: table-cell;
+  line-height: 150%;
+  text-align: center;
+  vertical-align: middle;
+  cursor: pointer;
+  color: #aaa;
+  border-radius: 3px;
+}
+
+.slide-menu-wrapper .slide-menu-toolbar > li.toolbar-panel-button i,
+.slide-menu-wrapper
+  .slide-menu-toolbar
+  > li.toolbar-panel-button
+  svg.svg-inline--fa {
+  font-size: 1.7em;
+}
+
+.slide-menu-wrapper .slide-menu-toolbar > li.active-toolbar-button {
+  color: white;
+  text-shadow: 0 1px black;
+  text-decoration: underline;
+}
+
+.slide-menu-toolbar > li.toolbar-panel-button:hover {
+  color: white;
+}
+
+.slide-menu-toolbar
+  > li.toolbar-panel-button:hover
+  span.slide-menu-toolbar-label,
+.slide-menu-wrapper
+  .slide-menu-toolbar
+  > li.active-toolbar-button
+  span.slide-menu-toolbar-label {
+  visibility: visible;
+}
+
+/*
+ * Panels
+ */
+.slide-menu-wrapper .slide-menu-panel {
+  position: absolute;
+  width: 100%;
+  visibility: hidden;
+  height: calc(100% - 60px);
+  overflow-x: hidden;
+  overflow-y: auto;
+  color: #aaa;
+}
+
+.slide-menu-wrapper .slide-menu-panel.active-menu-panel {
+  visibility: visible;
+}
+
+.slide-menu-wrapper .slide-menu-panel h1,
+.slide-menu-wrapper .slide-menu-panel h2,
+.slide-menu-wrapper .slide-menu-panel h3,
+.slide-menu-wrapper .slide-menu-panel h4,
+.slide-menu-wrapper .slide-menu-panel h5,
+.slide-menu-wrapper .slide-menu-panel h6 {
+  margin: 20px 0 10px 0;
+  color: #fff;
+  line-height: 1.2;
+  letter-spacing: normal;
+  text-shadow: none;
+}
+
+.slide-menu-wrapper .slide-menu-panel h1 {
+  font-size: 1.6em;
+}
+.slide-menu-wrapper .slide-menu-panel h2 {
+  font-size: 1.4em;
+}
+.slide-menu-wrapper .slide-menu-panel h3 {
+  font-size: 1.3em;
+}
+.slide-menu-wrapper .slide-menu-panel h4 {
+  font-size: 1.1em;
+}
+.slide-menu-wrapper .slide-menu-panel h5 {
+  font-size: 1em;
+}
+.slide-menu-wrapper .slide-menu-panel h6 {
+  font-size: 0.9em;
+}
+
+.slide-menu-wrapper .slide-menu-panel p {
+  margin: 10px 0 5px 0;
+}
+
+.slide-menu-wrapper .slide-menu-panel a {
+  color: #ccc;
+  text-decoration: underline;
+}
+
+.slide-menu-wrapper .slide-menu-panel a:hover {
+  color: white;
+}
+
+.slide-menu-wrapper .slide-menu-item a {
+  text-decoration: none;
+}
+
+.slide-menu-wrapper .slide-menu-custom-panel {
+  width: calc(100% - 20px);
+  padding-left: 10px;
+  padding-right: 10px;
+}
+
+.slide-menu-wrapper .slide-menu-custom-panel .slide-menu-items {
+  width: calc(100% + 20px);
+  margin-left: -10px;
+  margin-right: 10px;
+}
+
+/*
+ * Theme and Transitions buttons
+ */
+
+.slide-menu-wrapper div[data-panel='Themes'] li,
+.slide-menu-wrapper div[data-panel='Transitions'] li {
+  display: block;
+  text-align: left;
+  cursor: pointer;
+  color: #848484;
+}
+
+/*
+ * Menu controls
+ */
+.reveal .slide-menu-button {
+  position: fixed;
+  left: 30px;
+  bottom: 30px;
+  z-index: 30;
+  font-size: 24px;
+}
+
+/*
+ * Menu overlay
+ */
+
+.slide-menu-wrapper .slide-menu-overlay {
+  position: fixed;
+  z-index: 199;
+  top: 0;
+  left: 0;
+  overflow: hidden;
+  width: 0;
+  height: 0;
+  background-color: #000;
+  opacity: 0;
+  transition: opacity 0.3s, width 0s 0.3s, height 0s 0.3s;
+}
+
+.slide-menu-wrapper .slide-menu-overlay.active {
+  width: 100%;
+  height: 100%;
+  opacity: 0.7;
+  transition: opacity 0.3s;
+}
+
+/*
+ * Hide menu for pdf printing
+ */
+body.print-pdf .slide-menu-wrapper .slide-menu,
+body.print-pdf .reveal .slide-menu-button,
+body.print-pdf .slide-menu-wrapper .slide-menu-overlay {
+  display: none;
+}
diff --git a/src/_site/site_libs/revealjs/plugin/reveal-menu/menu.js b/src/_site/site_libs/revealjs/plugin/reveal-menu/menu.js
new file mode 100644
index 0000000000000000000000000000000000000000..5369df338cfc7eb64e9f85550f2807abf5c2d10b
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/reveal-menu/menu.js
@@ -0,0 +1 @@
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li[data-item="'+(parseInt(s.getAttribute("data-item"))-1)+'"]')||s);else(o=O(".active-menu-panel .slide-menu-items li.slide-menu-item"))&&h(o);break;case 74:case 40:if(s=O(".active-menu-panel .slide-menu-items li.selected")||O(".active-menu-panel .slide-menu-items li.active"))A(".active-menu-panel .slide-menu-items li").forEach((function(e){e.classList.remove("selected")})),h(O('.active-menu-panel .slide-menu-items li[data-item="'+(parseInt(s.getAttribute("data-item"))+1)+'"]')||s);else(o=O(".active-menu-panel .slide-menu-items li.slide-menu-item"))&&h(o);break;case 33:case 85:var t=A(".active-menu-panel .slide-menu-items li").filter((function(e){return u(e)>0})),n=A(".active-menu-panel .slide-menu-items li").filter((function(e){return 0==u(e)})),r=t.length>0&&Math.abs(u(t[t.length-1]))<t[t.length-1].clientHeight?t[t.length-1]:n[0];r&&(r.classList.contains("selected")&&t.length>0&&(p(r),r=(n=A(".active-menu-panel .slide-menu-items li").filter((function(e){return 0==u(e)})))[0]==r?t[t.length-1]:n[0]),A(".active-menu-panel .slide-menu-items li").forEach((function(e){e.classList.remove("selected")})),h(r),d(r));break;case 34:case 68:n=A(".active-menu-panel .slide-menu-items li").filter((function(e){return 0==u(e)}));var i=A(".active-menu-panel .slide-menu-items li").filter((function(e){return u(e)<0})),a=i.length>0&&Math.abs(u(i[0]))<i[0].clientHeight?i[0]:n[n.length-1];a&&(a.classList.contains("selected")&&i.length>0&&(d(a),a=(n=A(".active-menu-panel .slide-menu-items li").filter((function(e){return 0==u(e)})))[n.length-1]==a?i[0]:n[n.length-1]),A(".active-menu-panel .slide-menu-items li").forEach((function(e){e.classList.remove("selected")})),h(a),p(a));break;case 36:A(".active-menu-panel .slide-menu-items li").forEach((function(e){e.classList.remove("selected")})),(o=O(".active-menu-panel .slide-menu-items li:first-of-type"))&&(o.classList.add("selected"),f(o));break;case 35:var o;A(".active-menu-panel .slide-menu-items li").forEach((function(e){e.classList.remove("selected")})),(o=O(".active-menu-panel .slide-menu-items:last-of-type li:last-of-type"))&&(o.classList.add("selected"),f(o));break;case 32:case 13:var s;(s=O(".active-menu-panel .slide-menu-items li.selected"))&&E(s,!0);break;case 27:g(null,!0)}var l}function v(e){(e&&e.preventDefault(),b())||(O("body").classList.add("slide-menu-active"),O(".reveal").classList.add("has-"+r.effect+"-"+r.side),O(".slide-menu").classList.add("active"),O(".slide-menu-overlay").classList.add("active"),r.themes&&(A('div[data-panel="Themes"] li').forEach((function(e){e.classList.remove("active")})),A('li[data-theme="'+O("link#theme").getAttribute("href")+'"]').forEach((function(e){e.classList.add("active")}))),r.transitions&&(A('div[data-panel="Transitions"] li').forEach((function(e){e.classList.remove("active")})),A('li[data-transition="'+n.transition+'"]').forEach((function(e){e.classList.add("active")}))),A(".slide-menu-panel li.active").forEach((function(e){e.classList.add("selected"),f(e)})))}function g(e,t){e&&e.preventDefault(),r.sticky&&!t||(O("body").classList.remove("slide-menu-active"),O(".reveal").classList.remove("has-"+r.effect+"-"+r.side),O(".slide-menu").classList.remove("active"),O(".slide-menu-overlay").classList.remove("active"),A(".slide-menu-panel li.selected").forEach((function(e){e.classList.remove("selected")})))}function y(e){b()?g(e,!0):v(e)}function b(){return O("body").classList.contains("slide-menu-active")}function S(e,t){v(e);var n=t;"string"!=typeof t&&(n=e.currentTarget.getAttribute("data-panel")),O(".slide-menu-toolbar > li.active-toolbar-button").classList.remove("active-toolbar-button"),O('li[data-panel="'+n+'"]').classList.add("active-toolbar-button"),O(".slide-menu-panel.active-menu-panel").classList.remove("active-menu-panel"),O('div[data-panel="'+n+'"]').classList.add("active-menu-panel")}function E(e,n){var i=parseInt(e.getAttribute("data-slide-h")),a=parseInt(e.getAttribute("data-slide-v")),o=e.getAttribute("data-theme"),s=e.getAttribute("data-highlight-theme"),l=e.getAttribute("data-transition");isNaN(i)||isNaN(a)||t.slide(i,a),o&&I("theme",o),s&&I("highlight-theme",s),l&&t.configure({transition:l});var c=O("a",e);c&&(n||!r.sticky||r.autoOpen&&c.href.startsWith("#")||c.href.startsWith(window.location.origin+window.location.pathname+"#"))&&c.click(),g()}function x(e){"A"!==e.target.nodeName&&e.preventDefault(),E(e.currentTarget)}function w(){var e=t.getState();A("li.slide-menu-item, li.slide-menu-item-vertical").forEach((function(t){t.classList.remove("past"),t.classList.remove("active"),t.classList.remove("future");var n=parseInt(t.getAttribute("data-slide-h")),r=parseInt(t.getAttribute("data-slide-v"));n<e.indexh||n===e.indexh&&r<e.indexv?t.classList.add("past"):n===e.indexh&&r===e.indexv?t.classList.add("active"):t.classList.add("future")}))}function L(){var e=window.getComputedStyle(O(".reveal"));O(".slide-menu").style.fontFamily=e.fontFamily}var T=0;function C(){if(!a){var e=function(e,t,n,r,i,a){var o={"data-button":""+T++,class:"toolbar-panel-button"+(a?" active-toolbar-button":"")};t&&(o["data-panel"]=t);var s=k("li",o);return n.startsWith("fa-")?s.appendChild(k("i",{class:r+" "+n})):s.innerHTML=n+"</i>",s.appendChild(k("br"),O("i",s)),s.appendChild(k("span",{class:"slide-menu-toolbar-label"},e),O("i",s)),s.onclick=i,d.appendChild(s),s},i=function(e,i,a,o,s){function l(e,t){if(""===e)return null;var n=t?O(e,i):O(e);return n?n.textContent:null}var c=i.getAttribute("data-menu-title")||l(".menu-title",i)||l(r.titleSelector,i);if(!c&&r.useTextContentForMissingTitles&&(c=i.textContent.trim())&&(c=c.split("\n").map((function(e){return e.trim()})).join(" ").trim().replace(/^(.{16}[^\s]*).*/,"$1").replace(/&/g,"&amp;").replace(/</g,"&lt;").replace(/>/g,"&gt;").replace(/"/g,"&quot;").replace(/'/g,"&#039;")+"..."),!c){if(r.hideMissingTitles)return"";e+=" no-title",c="Slide "+(a+1)}var u=k("li",{class:e,"data-item":a,"data-slide-h":o,"data-slide-v":void 0===s?0:s});if(r.markers&&(u.appendChild(k("i",{class:"fas fa-check-circle fa-fw past"})),u.appendChild(k("i",{class:"fas fa-arrow-alt-circle-right fa-fw active"})),u.appendChild(k("i",{class:"far fa-circle fa-fw future"}))),r.numbers){var f=[],d="h.v";switch("string"==typeof r.numbers?d=r.numbers:"string"==typeof n.slideNumber&&(d=n.slideNumber),d){case"c":f.push(a+1);break;case"c/t":f.push(a+1,"/",t.getTotalSlides());break;case"h/v":f.push(o+1),"number"!=typeof s||isNaN(s)||f.push("/",s+1);break;default:f.push(o+1),"number"!=typeof s||isNaN(s)||f.push(".",s+1)}u.appendChild(k("span",{class:"slide-menu-item-number"},f.join("")+". "))}return u.appendChild(k("span",{class:"slide-menu-item-title"},c)),u},o=function(e){s&&(A(".active-menu-panel .slide-menu-items li.selected").forEach((function(e){e.classList.remove("selected")})),e.currentTarget.classList.add("selected"))},l=O(".reveal").parentElement,c=k("div",{class:"slide-menu-wrapper"});l.appendChild(c);var u=k("nav",{class:"slide-menu slide-menu--"+r.side});"string"==typeof r.width&&(-1!=["normal","wide","third","half","full"].indexOf(r.width)?u.classList.add("slide-menu--"+r.width):(u.classList.add("slide-menu--custom"),u.style.width=r.width)),c.appendChild(u),L();var f=k("div",{class:"slide-menu-overlay"});c.appendChild(f),f.onclick=function(){g(null,!0)};var d=k("ol",{class:"slide-menu-toolbar"});O(".slide-menu").appendChild(d),e("Slides","Slides","fa-images","fas",S,!0),r.custom&&r.custom.forEach((function(t,n,r){e(t.title,"Custom"+n,t.icon,null,S)})),r.themes&&e("Themes","Themes","fa-adjust","fas",S),r.transitions&&e("Transitions","Transitions","fa-sticky-note","fas",S);var p=k("li",{id:"close",class:"toolbar-panel-button"});if(p.appendChild(k("i",{class:"fas fa-times"})),p.appendChild(k("br")),p.appendChild(k("span",{class:"slide-menu-toolbar-label"},"Close")),p.onclick=function(){g(null,!0)},d.appendChild(p),function e(){if(document.querySelector("section[data-markdown]:not([data-markdown-parsed])"))setTimeout(e,100);else{var t=k("div",{"data-panel":"Slides",class:"slide-menu-panel active-menu-panel"});t.appendChild(k("ul",{class:"slide-menu-items"})),u.appendChild(t);var n=O('.slide-menu-panel[data-panel="Slides"] > .slide-menu-items'),r=0;A(".slides > section").forEach((function(e,t){var a=A("section",e);if(a.length>0)a.forEach((function(e,a){var o=i(0===a?"slide-menu-item":"slide-menu-item-vertical",e,r,t,a);o&&n.appendChild(o),r++}));else{var o=i("slide-menu-item",e,r,t);o&&n.appendChild(o),r++}})),A(".slide-menu-item, .slide-menu-item-vertical").forEach((function(e){e.onclick=x})),w()}}(),t.addEventListener("slidechanged",w),r.custom){var h=function(){this.status>=200&&this.status<300?(this.panel.innerHTML=this.responseText,C(this.panel)):I(this)},E=function(){I(this)},C=function(e){A("ul.slide-menu-items li.slide-menu-item",e).forEach((function(e,t){e.setAttribute("data-item",t+1),e.onclick=x,e.addEventListener("mouseenter",o)}))},I=function(e){var t="<p>ERROR: The attempt to fetch "+e.responseURL+" failed with HTTP status "+e.status+" ("+e.statusText+").</p><p>Remember that you need to serve the presentation HTML from a HTTP server.</p>";e.panel.innerHTML=t};r.custom.forEach((function(e,t,n){var r=k("div",{"data-panel":"Custom"+t,class:"slide-menu-panel slide-menu-custom-panel"});e.content?(r.innerHTML=e.content,C(r)):e.src&&function(e,t){var n=new XMLHttpRequest;n.panel=e,n.arguments=Array.prototype.slice.call(arguments,2),n.onload=h,n.onerror=E,n.open("get",t,!0),n.send(null)}(r,e.src),u.appendChild(r)}))}if(r.themes){var P=k("div",{class:"slide-menu-panel","data-panel":"Themes"});u.appendChild(P);var M=k("ul",{class:"slide-menu-items"});P.appendChild(M),r.themes.forEach((function(e,t){var n={class:"slide-menu-item","data-item":""+(t+1)};e.theme&&(n["data-theme"]=e.theme),e.highlightTheme&&(n["data-highlight-theme"]=e.highlightTheme);var r=k("li",n,e.name);M.appendChild(r),r.onclick=x}))}if(r.transitions){P=k("div",{class:"slide-menu-panel","data-panel":"Transitions"});u.appendChild(P);M=k("ul",{class:"slide-menu-items"});P.appendChild(M),r.transitions.forEach((function(e,t){var n=k("li",{class:"slide-menu-item","data-transition":e.toLowerCase(),"data-item":""+(t+1)},e);M.appendChild(n),n.onclick=x}))}if(r.openButton){var R=k("div",{class:"slide-menu-button"}),j=k("a",{href:"#"});j.appendChild(k("i",{class:"fas fa-bars"})),R.appendChild(j),O(".reveal").appendChild(R),R.onclick=v}if(r.openSlideNumber)O("div.slide-number").onclick=v;A(".slide-menu-panel .slide-menu-items li").forEach((function(e){e.addEventListener("mouseenter",o)}))}if(r.keyboard){if(document.addEventListener("keydown",m,!1),window.addEventListener("message",(function(e){var t;try{t=JSON.parse(e.data)}catch(e){}t&&"triggerKey"===t.method&&m({keyCode:t.args[0],stopImmediatePropagation:function(){}})})),n.keyboardCondition&&"function"==typeof n.keyboardCondition){var N=n.keyboardCondition;n.keyboardCondition=function(e){return N(e)&&(!b()||77==e.keyCode)}}else n.keyboardCondition=function(e){return!b()||77==e.keyCode};t.addKeyBinding({keyCode:77,key:"M",description:"Toggle menu"},y)}r.openOnInit&&v(),a=!0}function O(e,t){return t||(t=document),t.querySelector(e)}function A(e,t){return t||(t=document),Array.prototype.slice.call(t.querySelectorAll(e))}function k(e,t,n){var r=document.createElement(e);return t&&Object.getOwnPropertyNames(t).forEach((function(e){r.setAttribute(e,t[e])})),n&&(r.innerHTML=n),r}function I(e,t){var n=O("link#"+e),r=n.parentElement,i=n.nextElementSibling;n.remove();var a=n.cloneNode();a.setAttribute("href",t),a.onload=function(){L()},r.insertBefore(a,i)}function P(e,t,n){n.call()}function M(){var e,a,o,s=!i||i>=9;t.isSpeakerNotes()&&window.location.search.endsWith("controls=false")&&(s=!1),s&&(r.delayInit||C(),e="menu-ready",(o=document.createEvent("HTMLEvents",1,2)).initEvent(e,!0,!0),function(e,t){for(var n in t)e[n]=t[n]}(o,a),document.querySelector(".reveal").dispatchEvent(o),n.postMessageEvents&&window.parent!==window.self&&window.parent.postMessage(JSON.stringify({namespace:"reveal",eventName:e,state:t.getState()}),"*"))}return{id:"menu",init:function(e){o(n=(t=e).getConfig()),P(r.path+"menu.css","stylesheet",(function(){void 0===r.loadIcons||r.loadIcons?P(r.path+"font-awesome/css/all.css","stylesheet",M):M()}))},toggle:y,openMenu:v,closeMenu:g,openPanel:S,isOpen:b,initialiseMenu:C,isMenuInitialised:function(){return a}}}}));
diff --git a/src/_site/site_libs/revealjs/plugin/reveal-menu/plugin.yml b/src/_site/site_libs/revealjs/plugin/reveal-menu/plugin.yml
new file mode 100644
index 0000000000000000000000000000000000000000..3f4b90aa26d058e6d44a16779641ff0f284c516b
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/reveal-menu/plugin.yml
@@ -0,0 +1,9 @@
+name: RevealMenu
+script: [menu.js, quarto-menu.js]
+stylesheet: [menu.css, quarto-menu.css]
+config:
+  menu:
+    side: "left"
+    useTextContentForMissingTitles: true
+    markers: false
+    loadIcons: false
diff --git a/src/_site/site_libs/revealjs/plugin/reveal-menu/quarto-menu.css b/src/_site/site_libs/revealjs/plugin/reveal-menu/quarto-menu.css
new file mode 100644
index 0000000000000000000000000000000000000000..eec145c051ffa25c1ddef3f249c2d8eac81a10d2
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/reveal-menu/quarto-menu.css
@@ -0,0 +1,68 @@
+.slide-menu-wrapper .slide-tool-item {
+  display: block;
+  text-align: left;
+  padding: 10px 18px;
+  color: #aaa;
+  cursor: pointer;
+  border-top: solid 1px #555;
+}
+
+.slide-menu-wrapper .slide-tool-item a {
+  text-decoration: none;
+}
+
+.slide-menu-wrapper .slide-tool-item kbd {
+  font-family: monospace;
+  margin-right: 10px;
+  padding: 3px 8px;
+  color: inherit;
+  border: 1px solid;
+  border-radius: 5px;
+  border-color: #555;
+}
+
+.slide-menu-wrapper .slide-menu-toolbar > li.active-toolbar-button {
+  text-decoration: none;
+}
+
+.reveal .slide-menu-button {
+  left: 8px;
+  bottom: 8px;
+}
+
+.reveal .slide-menu-button .fas::before,
+.reveal .slide-chalkboard-buttons .fas::before,
+.slide-menu-wrapper .slide-menu-toolbar .fas::before {
+  display: inline-block;
+  height: 2.2rem;
+  width: 2.2rem;
+  content: "";
+  vertical-align: -0.125em;
+  background-repeat: no-repeat;
+  background-size: 2.2rem 2.2rem;
+}
+
+.reveal .slide-chalkboard-buttons .fas::before {
+  height: 1.45rem;
+  width: 1.45rem;
+  background-size: 1.45rem 1.45rem;
+  vertical-align: 0.1em;
+}
+
+.slide-menu-wrapper .slide-menu-toolbar .fas::before {
+  height: 1.8rem;
+  width: 1.8rem;
+  background-size: 1.8rem 1.8rem;
+}
+
+.slide-menu-wrapper .slide-menu-toolbar .fa-images::before {
+  background-image: url('data:image/svg+xml,<svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="white" class="bi bi-images" viewBox="0 0 16 16"><path d="M4.502 9a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3z"/><path d="M14.002 13a2 2 0 0 1-2 2h-10a2 2 0 0 1-2-2V5A2 2 0 0 1 2 3a2 2 0 0 1 2-2h10a2 2 0 0 1 2 2v8a2 2 0 0 1-1.998 2zM14 2H4a1 1 0 0 0-1 1h9.002a2 2 0 0 1 2 2v7A1 1 0 0 0 15 11V3a1 1 0 0 0-1-1zM2.002 4a1 1 0 0 0-1 1v8l2.646-2.354a.5.5 0 0 1 .63-.062l2.66 1.773 3.71-3.71a.5.5 0 0 1 .577-.094l1.777 1.947V5a1 1 0 0 0-1-1h-10z"/></svg>');
+}
+
+.slide-menu-wrapper .slide-menu-toolbar .fa-gear::before {
+  background-image: url('data:image/svg+xml,<svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="white" class="bi bi-gear" viewBox="0 0 16 16"><path d="M8 4.754a3.246 3.246 0 1 0 0 6.492 3.246 3.246 0 0 0 0-6.492zM5.754 8a2.246 2.246 0 1 1 4.492 0 2.246 2.246 0 0 1-4.492 0z"/><path d="M9.796 1.343c-.527-1.79-3.065-1.79-3.592 0l-.094.319a.873.873 0 0 1-1.255.52l-.292-.16c-1.64-.892-3.433.902-2.54 2.541l.159.292a.873.873 0 0 1-.52 1.255l-.319.094c-1.79.527-1.79 3.065 0 3.592l.319.094a.873.873 0 0 1 .52 1.255l-.16.292c-.892 1.64.901 3.434 2.541 2.54l.292-.159a.873.873 0 0 1 1.255.52l.094.319c.527 1.79 3.065 1.79 3.592 0l.094-.319a.873.873 0 0 1 1.255-.52l.292.16c1.64.893 3.434-.902 2.54-2.541l-.159-.292a.873.873 0 0 1 .52-1.255l.319-.094c1.79-.527 1.79-3.065 0-3.592l-.319-.094a.873.873 0 0 1-.52-1.255l.16-.292c.893-1.64-.902-3.433-2.541-2.54l-.292.159a.873.873 0 0 1-1.255-.52l-.094-.319zm-2.633.283c.246-.835 1.428-.835 1.674 0l.094.319a1.873 1.873 0 0 0 2.693 1.115l.291-.16c.764-.415 1.6.42 1.184 1.185l-.159.292a1.873 1.873 0 0 0 1.116 2.692l.318.094c.835.246.835 1.428 0 1.674l-.319.094a1.873 1.873 0 0 0-1.115 2.693l.16.291c.415.764-.42 1.6-1.185 1.184l-.291-.159a1.873 1.873 0 0 0-2.693 1.116l-.094.318c-.246.835-1.428.835-1.674 0l-.094-.319a1.873 1.873 0 0 0-2.692-1.115l-.292.16c-.764.415-1.6-.42-1.184-1.185l.159-.291A1.873 1.873 0 0 0 1.945 8.93l-.319-.094c-.835-.246-.835-1.428 0-1.674l.319-.094A1.873 1.873 0 0 0 3.06 4.377l-.16-.292c-.415-.764.42-1.6 1.185-1.184l.292.159a1.873 1.873 0 0 0 2.692-1.115l.094-.319z"/></svg>');
+}
+
+.slide-menu-wrapper .slide-menu-toolbar .fa-times::before {
+  background-image: url('data:image/svg+xml,<svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="white" class="bi bi-x" viewBox="0 0 16 16"><path d="M4.646 4.646a.5.5 0 0 1 .708 0L8 7.293l2.646-2.647a.5.5 0 0 1 .708.708L8.707 8l2.647 2.646a.5.5 0 0 1-.708.708L8 8.707l-2.646 2.647a.5.5 0 0 1-.708-.708L7.293 8 4.646 5.354a.5.5 0 0 1 0-.708z"/></svg>');
+}
diff --git a/src/_site/site_libs/revealjs/plugin/reveal-menu/quarto-menu.js b/src/_site/site_libs/revealjs/plugin/reveal-menu/quarto-menu.js
new file mode 100644
index 0000000000000000000000000000000000000000..e5c53c4dc7788f9d156797a719146bf3ff02ab57
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/reveal-menu/quarto-menu.js
@@ -0,0 +1,46 @@
+window.revealMenuToolHandler = function (handler) {
+  return function (event) {
+    event.preventDefault();
+    handler();
+    Reveal.getPlugin("menu").closeMenu();
+  };
+};
+
+window.RevealMenuToolHandlers = {
+  fullscreen: revealMenuToolHandler(function () {
+    const element = document.documentElement;
+    const requestMethod =
+      element.requestFullscreen ||
+      element.webkitRequestFullscreen ||
+      element.webkitRequestFullScreen ||
+      element.mozRequestFullScreen ||
+      element.msRequestFullscreen;
+    if (requestMethod) {
+      requestMethod.apply(element);
+    }
+  }),
+  speakerMode: revealMenuToolHandler(function () {
+    Reveal.getPlugin("notes").open();
+  }),
+  keyboardHelp: revealMenuToolHandler(function () {
+    Reveal.toggleHelp(true);
+  }),
+  overview: revealMenuToolHandler(function () {
+    Reveal.toggleOverview(true);
+  }),
+  toggleChalkboard: revealMenuToolHandler(function () {
+    RevealChalkboard.toggleChalkboard();
+  }),
+  toggleNotesCanvas: revealMenuToolHandler(function () {
+    RevealChalkboard.toggleNotesCanvas();
+  }),
+  downloadDrawings: revealMenuToolHandler(function () {
+    RevealChalkboard.download();
+  }),
+  togglePdfExport: revealMenuToolHandler(function () {
+    PdfExport.togglePdfExport();
+  }),
+  toggleScrollView: revealMenuToolHandler(function() {
+    Reveal.getPlugin("quarto-support").toggleScrollView();
+  })
+};
diff --git a/src/_site/site_libs/revealjs/plugin/search/plugin.js b/src/_site/site_libs/revealjs/plugin/search/plugin.js
new file mode 100644
index 0000000000000000000000000000000000000000..fe38343da2c7a2fb1697c32459705cfc867fb1d1
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/search/plugin.js
@@ -0,0 +1,243 @@
+/*!
+ * Handles finding a text string anywhere in the slides and showing the next occurrence to the user
+ * by navigatating to that slide and highlighting it.
+ *
+ * @author Jon Snyder <snyder.jon@gmail.com>, February 2013
+ */
+
+const Plugin = () => {
+
+	// The reveal.js instance this plugin is attached to
+	let deck;
+
+	let searchElement;
+	let searchButton;
+	let searchInput;
+
+	let matchedSlides;
+	let currentMatchedIndex;
+	let searchboxDirty;
+	let hilitor;
+
+	function render() {
+
+		searchElement = document.createElement( 'div' );
+		searchElement.classList.add( 'searchbox' );
+		searchElement.style.position = 'absolute';
+		searchElement.style.top = '10px';
+		searchElement.style.right = '10px';
+		searchElement.style.zIndex = 10;
+
+		//embedded base64 search icon Designed by Sketchdock - http://www.sketchdock.com/:
+		searchElement.innerHTML = `<input type="search" class="searchinput" placeholder="Search..." style="vertical-align: top;"/>
+		</span>`;
+
+		searchInput = searchElement.querySelector( '.searchinput' );
+		searchInput.style.width = '240px';
+		searchInput.style.fontSize = '14px';
+		searchInput.style.padding = '4px 6px';
+		searchInput.style.color = '#000';
+		searchInput.style.background = '#fff';
+		searchInput.style.borderRadius = '2px';
+		searchInput.style.border = '0';
+		searchInput.style.outline = '0';
+		searchInput.style.boxShadow = '0 2px 18px rgba(0, 0, 0, 0.2)';
+		searchInput.style['-webkit-appearance']  = 'none';
+
+		deck.getRevealElement().appendChild( searchElement );
+
+		// searchButton.addEventListener( 'click', function(event) {
+		// 	doSearch();
+		// }, false );
+
+		searchInput.addEventListener( 'keyup', function( event ) {
+			switch (event.keyCode) {
+				case 13:
+					event.preventDefault();
+					doSearch();
+					searchboxDirty = false;
+					break;
+				default:
+					searchboxDirty = true;
+			}
+		}, false );
+
+		closeSearch();
+
+	}
+
+	function openSearch() {
+		if( !searchElement ) render();
+
+		searchElement.style.display = 'inline';
+		searchInput.focus();
+		searchInput.select();
+	}
+
+	function closeSearch() {
+		if( !searchElement ) render();
+
+		searchElement.style.display = 'none';
+		if(hilitor) hilitor.remove();
+	}
+
+	function toggleSearch() {
+		if( !searchElement ) render();
+
+		if (searchElement.style.display !== 'inline') {
+			openSearch();
+		}
+		else {
+			closeSearch();
+		}
+	}
+
+	function doSearch() {
+		//if there's been a change in the search term, perform a new search:
+		if (searchboxDirty) {
+			var searchstring = searchInput.value;
+
+			if (searchstring === '') {
+				if(hilitor) hilitor.remove();
+				matchedSlides = null;
+			}
+			else {
+				//find the keyword amongst the slides
+				hilitor = new Hilitor("slidecontent");
+				matchedSlides = hilitor.apply(searchstring);
+				currentMatchedIndex = 0;
+			}
+		}
+
+		if (matchedSlides) {
+			//navigate to the next slide that has the keyword, wrapping to the first if necessary
+			if (matchedSlides.length && (matchedSlides.length <= currentMatchedIndex)) {
+				currentMatchedIndex = 0;
+			}
+			if (matchedSlides.length > currentMatchedIndex) {
+				deck.slide(matchedSlides[currentMatchedIndex].h, matchedSlides[currentMatchedIndex].v);
+				currentMatchedIndex++;
+			}
+		}
+	}
+
+	// Original JavaScript code by Chirp Internet: www.chirp.com.au
+	// Please acknowledge use of this code by including this header.
+	// 2/2013 jon: modified regex to display any match, not restricted to word boundaries.
+	function Hilitor(id, tag) {
+
+		var targetNode = document.getElementById(id) || document.body;
+		var hiliteTag = tag || "EM";
+		var skipTags = new RegExp("^(?:" + hiliteTag + "|SCRIPT|FORM)$");
+		var colors = ["#ff6", "#a0ffff", "#9f9", "#f99", "#f6f"];
+		var wordColor = [];
+		var colorIdx = 0;
+		var matchRegex = "";
+		var matchingSlides = [];
+
+		this.setRegex = function(input)
+		{
+			input = input.trim();
+			matchRegex = new RegExp("(" + input + ")","i");
+		}
+
+		this.getRegex = function()
+		{
+			return matchRegex.toString().replace(/^\/\\b\(|\)\\b\/i$/g, "").replace(/\|/g, " ");
+		}
+
+		// recursively apply word highlighting
+		this.hiliteWords = function(node)
+		{
+			if(node == undefined || !node) return;
+			if(!matchRegex) return;
+			if(skipTags.test(node.nodeName)) return;
+
+			if(node.hasChildNodes()) {
+				for(var i=0; i < node.childNodes.length; i++)
+					this.hiliteWords(node.childNodes[i]);
+			}
+			if(node.nodeType == 3) { // NODE_TEXT
+				var nv, regs;
+				if((nv = node.nodeValue) && (regs = matchRegex.exec(nv))) {
+					//find the slide's section element and save it in our list of matching slides
+					var secnode = node;
+					while (secnode != null && secnode.nodeName != 'SECTION') {
+						secnode = secnode.parentNode;
+					}
+
+					var slideIndex = deck.getIndices(secnode);
+					var slidelen = matchingSlides.length;
+					var alreadyAdded = false;
+					for (var i=0; i < slidelen; i++) {
+						if ( (matchingSlides[i].h === slideIndex.h) && (matchingSlides[i].v === slideIndex.v) ) {
+							alreadyAdded = true;
+						}
+					}
+					if (! alreadyAdded) {
+						matchingSlides.push(slideIndex);
+					}
+
+					if(!wordColor[regs[0].toLowerCase()]) {
+						wordColor[regs[0].toLowerCase()] = colors[colorIdx++ % colors.length];
+					}
+
+					var match = document.createElement(hiliteTag);
+					match.appendChild(document.createTextNode(regs[0]));
+					match.style.backgroundColor = wordColor[regs[0].toLowerCase()];
+					match.style.fontStyle = "inherit";
+					match.style.color = "#000";
+
+					var after = node.splitText(regs.index);
+					after.nodeValue = after.nodeValue.substring(regs[0].length);
+					node.parentNode.insertBefore(match, after);
+				}
+			}
+		};
+
+		// remove highlighting
+		this.remove = function()
+		{
+			var arr = document.getElementsByTagName(hiliteTag);
+			var el;
+			while(arr.length && (el = arr[0])) {
+				el.parentNode.replaceChild(el.firstChild, el);
+			}
+		};
+
+		// start highlighting at target node
+		this.apply = function(input)
+		{
+			if(input == undefined || !input) return;
+			this.remove();
+			this.setRegex(input);
+			this.hiliteWords(targetNode);
+			return matchingSlides;
+		};
+
+	}
+
+	return {
+
+		id: 'search',
+
+		init: reveal => {
+
+			deck = reveal;
+			deck.registerKeyboardShortcut( 'CTRL + Shift + F', 'Search' );
+
+			document.addEventListener( 'keydown', function( event ) {
+				if( event.key == "F" && (event.ctrlKey || event.metaKey) ) { //Control+Shift+f
+					event.preventDefault();
+					toggleSearch();
+				}
+			}, false );
+
+		},
+
+		open: openSearch
+
+	}
+};
+
+export default Plugin;
\ No newline at end of file
diff --git a/src/_site/site_libs/revealjs/plugin/search/search.esm.js b/src/_site/site_libs/revealjs/plugin/search/search.esm.js
new file mode 100644
index 0000000000000000000000000000000000000000..df84b6bab8bc4c7231b170043eecbfa7d6952a51
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/search/search.esm.js
@@ -0,0 +1,7 @@
+/*!
+ * Handles finding a text string anywhere in the slides and showing the next occurrence to the user
+ * by navigatating to that slide and highlighting it.
+ *
+ * @author Jon Snyder <snyder.jon@gmail.com>, February 2013
+ */
+const e=()=>{let e,t,n,l,i,o,r;function s(){t=document.createElement("div"),t.classList.add("searchbox"),t.style.position="absolute",t.style.top="10px",t.style.right="10px",t.style.zIndex=10,t.innerHTML='<input type="search" class="searchinput" placeholder="Search..." style="vertical-align: top;"/>\n\t\t</span>',n=t.querySelector(".searchinput"),n.style.width="240px",n.style.fontSize="14px",n.style.padding="4px 6px",n.style.color="#000",n.style.background="#fff",n.style.borderRadius="2px",n.style.border="0",n.style.outline="0",n.style.boxShadow="0 2px 18px rgba(0, 0, 0, 0.2)",n.style["-webkit-appearance"]="none",e.getRevealElement().appendChild(t),n.addEventListener("keyup",(function(t){if(13===t.keyCode)t.preventDefault(),function(){if(o){var t=n.value;""===t?(r&&r.remove(),l=null):(r=new c("slidecontent"),l=r.apply(t),i=0)}l&&(l.length&&l.length<=i&&(i=0),l.length>i&&(e.slide(l[i].h,l[i].v),i++))}(),o=!1;else o=!0}),!1),d()}function a(){t||s(),t.style.display="inline",n.focus(),n.select()}function d(){t||s(),t.style.display="none",r&&r.remove()}function c(t,n){var l=document.getElementById(t)||document.body,i=n||"EM",o=new RegExp("^(?:"+i+"|SCRIPT|FORM)$"),r=["#ff6","#a0ffff","#9f9","#f99","#f6f"],s=[],a=0,d="",c=[];this.setRegex=function(e){e=e.trim(),d=new RegExp("("+e+")","i")},this.getRegex=function(){return d.toString().replace(/^\/\\b\(|\)\\b\/i$/g,"").replace(/\|/g," ")},this.hiliteWords=function(t){if(null!=t&&t&&d&&!o.test(t.nodeName)){if(t.hasChildNodes())for(var n=0;n<t.childNodes.length;n++)this.hiliteWords(t.childNodes[n]);var l,p;if(3==t.nodeType)if((l=t.nodeValue)&&(p=d.exec(l))){for(var u=t;null!=u&&"SECTION"!=u.nodeName;)u=u.parentNode;var h=e.getIndices(u),f=c.length,y=!1;for(n=0;n<f;n++)c[n].h===h.h&&c[n].v===h.v&&(y=!0);y||c.push(h),s[p[0].toLowerCase()]||(s[p[0].toLowerCase()]=r[a++%r.length]);var g=document.createElement(i);g.appendChild(document.createTextNode(p[0])),g.style.backgroundColor=s[p[0].toLowerCase()],g.style.fontStyle="inherit",g.style.color="#000";var v=t.splitText(p.index);v.nodeValue=v.nodeValue.substring(p[0].length),t.parentNode.insertBefore(g,v)}}},this.remove=function(){for(var e,t=document.getElementsByTagName(i);t.length&&(e=t[0]);)e.parentNode.replaceChild(e.firstChild,e)},this.apply=function(e){if(null!=e&&e)return this.remove(),this.setRegex(e),this.hiliteWords(l),c}}return{id:"search",init:n=>{e=n,e.registerKeyboardShortcut("CTRL + Shift + F","Search"),document.addEventListener("keydown",(function(e){"F"==e.key&&(e.ctrlKey||e.metaKey)&&(e.preventDefault(),t||s(),"inline"!==t.style.display?a():d())}),!1)},open:a}};export{e as default};
diff --git a/src/_site/site_libs/revealjs/plugin/search/search.js b/src/_site/site_libs/revealjs/plugin/search/search.js
new file mode 100644
index 0000000000000000000000000000000000000000..aa3ad93ce820b04d0f6bb990aa3fede602688f07
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/search/search.js
@@ -0,0 +1,7 @@
+!function(e,t){"object"==typeof exports&&"undefined"!=typeof module?module.exports=t():"function"==typeof define&&define.amd?define(t):(e="undefined"!=typeof globalThis?globalThis:e||self).RevealSearch=t()}(this,(function(){"use strict";
+/*!
+	 * Handles finding a text string anywhere in the slides and showing the next occurrence to the user
+	 * by navigatating to that slide and highlighting it.
+	 *
+	 * @author Jon Snyder <snyder.jon@gmail.com>, February 2013
+	 */return()=>{let e,t,n,i,o,l,r;function s(){t=document.createElement("div"),t.classList.add("searchbox"),t.style.position="absolute",t.style.top="10px",t.style.right="10px",t.style.zIndex=10,t.innerHTML='<input type="search" class="searchinput" placeholder="Search..." style="vertical-align: top;"/>\n\t\t</span>',n=t.querySelector(".searchinput"),n.style.width="240px",n.style.fontSize="14px",n.style.padding="4px 6px",n.style.color="#000",n.style.background="#fff",n.style.borderRadius="2px",n.style.border="0",n.style.outline="0",n.style.boxShadow="0 2px 18px rgba(0, 0, 0, 0.2)",n.style["-webkit-appearance"]="none",e.getRevealElement().appendChild(t),n.addEventListener("keyup",(function(t){if(13===t.keyCode)t.preventDefault(),function(){if(l){var t=n.value;""===t?(r&&r.remove(),i=null):(r=new c("slidecontent"),i=r.apply(t),o=0)}i&&(i.length&&i.length<=o&&(o=0),i.length>o&&(e.slide(i[o].h,i[o].v),o++))}(),l=!1;else l=!0}),!1),d()}function a(){t||s(),t.style.display="inline",n.focus(),n.select()}function d(){t||s(),t.style.display="none",r&&r.remove()}function c(t,n){var i=document.getElementById(t)||document.body,o=n||"EM",l=new RegExp("^(?:"+o+"|SCRIPT|FORM)$"),r=["#ff6","#a0ffff","#9f9","#f99","#f6f"],s=[],a=0,d="",c=[];this.setRegex=function(e){e=e.trim(),d=new RegExp("("+e+")","i")},this.getRegex=function(){return d.toString().replace(/^\/\\b\(|\)\\b\/i$/g,"").replace(/\|/g," ")},this.hiliteWords=function(t){if(null!=t&&t&&d&&!l.test(t.nodeName)){if(t.hasChildNodes())for(var n=0;n<t.childNodes.length;n++)this.hiliteWords(t.childNodes[n]);var i,f;if(3==t.nodeType)if((i=t.nodeValue)&&(f=d.exec(i))){for(var u=t;null!=u&&"SECTION"!=u.nodeName;)u=u.parentNode;var p=e.getIndices(u),h=c.length,y=!1;for(n=0;n<h;n++)c[n].h===p.h&&c[n].v===p.v&&(y=!0);y||c.push(p),s[f[0].toLowerCase()]||(s[f[0].toLowerCase()]=r[a++%r.length]);var g=document.createElement(o);g.appendChild(document.createTextNode(f[0])),g.style.backgroundColor=s[f[0].toLowerCase()],g.style.fontStyle="inherit",g.style.color="#000";var v=t.splitText(f.index);v.nodeValue=v.nodeValue.substring(f[0].length),t.parentNode.insertBefore(g,v)}}},this.remove=function(){for(var e,t=document.getElementsByTagName(o);t.length&&(e=t[0]);)e.parentNode.replaceChild(e.firstChild,e)},this.apply=function(e){if(null!=e&&e)return this.remove(),this.setRegex(e),this.hiliteWords(i),c}}return{id:"search",init:n=>{e=n,e.registerKeyboardShortcut("CTRL + Shift + F","Search"),document.addEventListener("keydown",(function(e){"F"==e.key&&(e.ctrlKey||e.metaKey)&&(e.preventDefault(),t||s(),"inline"!==t.style.display?a():d())}),!1)},open:a}}}));
diff --git a/src/_site/site_libs/revealjs/plugin/zoom/plugin.js b/src/_site/site_libs/revealjs/plugin/zoom/plugin.js
new file mode 100644
index 0000000000000000000000000000000000000000..960fb8108907d55523f916b0a0b747b7eac3080e
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/zoom/plugin.js
@@ -0,0 +1,264 @@
+/*!
+ * reveal.js Zoom plugin
+ */
+const Plugin = {
+
+	id: 'zoom',
+
+	init: function( reveal ) {
+
+		reveal.getRevealElement().addEventListener( 'mousedown', function( event ) {
+			var defaultModifier = /Linux/.test( window.navigator.platform ) ? 'ctrl' : 'alt';
+
+			var modifier = ( reveal.getConfig().zoomKey ? reveal.getConfig().zoomKey : defaultModifier ) + 'Key';
+			var zoomLevel = ( reveal.getConfig().zoomLevel ? reveal.getConfig().zoomLevel : 2 );
+
+			if( event[ modifier ] && !reveal.isOverview() ) {
+				event.preventDefault();
+
+				zoom.to({
+					x: event.clientX,
+					y: event.clientY,
+					scale: zoomLevel,
+					pan: false
+				});
+			}
+		} );
+
+	},
+
+	destroy: () => {
+
+		zoom.reset();
+
+	}
+
+};
+
+export default () => Plugin;
+
+/*!
+ * zoom.js 0.3 (modified for use with reveal.js)
+ * http://lab.hakim.se/zoom-js
+ * MIT licensed
+ *
+ * Copyright (C) 2011-2014 Hakim El Hattab, http://hakim.se
+ */
+var zoom = (function(){
+
+	// The current zoom level (scale)
+	var level = 1;
+
+	// The current mouse position, used for panning
+	var mouseX = 0,
+		mouseY = 0;
+
+	// Timeout before pan is activated
+	var panEngageTimeout = -1,
+		panUpdateInterval = -1;
+
+	// Check for transform support so that we can fallback otherwise
+	var supportsTransforms = 	'transform' in document.body.style;
+
+	if( supportsTransforms ) {
+		// The easing that will be applied when we zoom in/out
+		document.body.style.transition = 'transform 0.8s ease';
+	}
+
+	// Zoom out if the user hits escape
+	document.addEventListener( 'keyup', function( event ) {
+		if( level !== 1 && event.keyCode === 27 ) {
+			zoom.out();
+		}
+	} );
+
+	// Monitor mouse movement for panning
+	document.addEventListener( 'mousemove', function( event ) {
+		if( level !== 1 ) {
+			mouseX = event.clientX;
+			mouseY = event.clientY;
+		}
+	} );
+
+	/**
+	 * Applies the CSS required to zoom in, prefers the use of CSS3
+	 * transforms but falls back on zoom for IE.
+	 *
+	 * @param {Object} rect
+	 * @param {Number} scale
+	 */
+	function magnify( rect, scale ) {
+
+		var scrollOffset = getScrollOffset();
+
+		// Ensure a width/height is set
+		rect.width = rect.width || 1;
+		rect.height = rect.height || 1;
+
+		// Center the rect within the zoomed viewport
+		rect.x -= ( window.innerWidth - ( rect.width * scale ) ) / 2;
+		rect.y -= ( window.innerHeight - ( rect.height * scale ) ) / 2;
+
+		if( supportsTransforms ) {
+			// Reset
+			if( scale === 1 ) {
+				document.body.style.transform = '';
+			}
+			// Scale
+			else {
+				var origin = scrollOffset.x +'px '+ scrollOffset.y +'px',
+					transform = 'translate('+ -rect.x +'px,'+ -rect.y +'px) scale('+ scale +')';
+
+				document.body.style.transformOrigin = origin;
+				document.body.style.transform = transform;
+			}
+		}
+		else {
+			// Reset
+			if( scale === 1 ) {
+				document.body.style.position = '';
+				document.body.style.left = '';
+				document.body.style.top = '';
+				document.body.style.width = '';
+				document.body.style.height = '';
+				document.body.style.zoom = '';
+			}
+			// Scale
+			else {
+				document.body.style.position = 'relative';
+				document.body.style.left = ( - ( scrollOffset.x + rect.x ) / scale ) + 'px';
+				document.body.style.top = ( - ( scrollOffset.y + rect.y ) / scale ) + 'px';
+				document.body.style.width = ( scale * 100 ) + '%';
+				document.body.style.height = ( scale * 100 ) + '%';
+				document.body.style.zoom = scale;
+			}
+		}
+
+		level = scale;
+
+		if( document.documentElement.classList ) {
+			if( level !== 1 ) {
+				document.documentElement.classList.add( 'zoomed' );
+			}
+			else {
+				document.documentElement.classList.remove( 'zoomed' );
+			}
+		}
+	}
+
+	/**
+	 * Pan the document when the mosue cursor approaches the edges
+	 * of the window.
+	 */
+	function pan() {
+		var range = 0.12,
+			rangeX = window.innerWidth * range,
+			rangeY = window.innerHeight * range,
+			scrollOffset = getScrollOffset();
+
+		// Up
+		if( mouseY < rangeY ) {
+			window.scroll( scrollOffset.x, scrollOffset.y - ( 1 - ( mouseY / rangeY ) ) * ( 14 / level ) );
+		}
+		// Down
+		else if( mouseY > window.innerHeight - rangeY ) {
+			window.scroll( scrollOffset.x, scrollOffset.y + ( 1 - ( window.innerHeight - mouseY ) / rangeY ) * ( 14 / level ) );
+		}
+
+		// Left
+		if( mouseX < rangeX ) {
+			window.scroll( scrollOffset.x - ( 1 - ( mouseX / rangeX ) ) * ( 14 / level ), scrollOffset.y );
+		}
+		// Right
+		else if( mouseX > window.innerWidth - rangeX ) {
+			window.scroll( scrollOffset.x + ( 1 - ( window.innerWidth - mouseX ) / rangeX ) * ( 14 / level ), scrollOffset.y );
+		}
+	}
+
+	function getScrollOffset() {
+		return {
+			x: window.scrollX !== undefined ? window.scrollX : window.pageXOffset,
+			y: window.scrollY !== undefined ? window.scrollY : window.pageYOffset
+		}
+	}
+
+	return {
+		/**
+		 * Zooms in on either a rectangle or HTML element.
+		 *
+		 * @param {Object} options
+		 *   - element: HTML element to zoom in on
+		 *   OR
+		 *   - x/y: coordinates in non-transformed space to zoom in on
+		 *   - width/height: the portion of the screen to zoom in on
+		 *   - scale: can be used instead of width/height to explicitly set scale
+		 */
+		to: function( options ) {
+
+			// Due to an implementation limitation we can't zoom in
+			// to another element without zooming out first
+			if( level !== 1 ) {
+				zoom.out();
+			}
+			else {
+				options.x = options.x || 0;
+				options.y = options.y || 0;
+
+				// If an element is set, that takes precedence
+				if( !!options.element ) {
+					// Space around the zoomed in element to leave on screen
+					var padding = 20;
+					var bounds = options.element.getBoundingClientRect();
+
+					options.x = bounds.left - padding;
+					options.y = bounds.top - padding;
+					options.width = bounds.width + ( padding * 2 );
+					options.height = bounds.height + ( padding * 2 );
+				}
+
+				// If width/height values are set, calculate scale from those values
+				if( options.width !== undefined && options.height !== undefined ) {
+					options.scale = Math.max( Math.min( window.innerWidth / options.width, window.innerHeight / options.height ), 1 );
+				}
+
+				if( options.scale > 1 ) {
+					options.x *= options.scale;
+					options.y *= options.scale;
+
+					magnify( options, options.scale );
+
+					if( options.pan !== false ) {
+
+						// Wait with engaging panning as it may conflict with the
+						// zoom transition
+						panEngageTimeout = setTimeout( function() {
+							panUpdateInterval = setInterval( pan, 1000 / 60 );
+						}, 800 );
+
+					}
+				}
+			}
+		},
+
+		/**
+		 * Resets the document zoom state to its default.
+		 */
+		out: function() {
+			clearTimeout( panEngageTimeout );
+			clearInterval( panUpdateInterval );
+
+			magnify( { x: 0, y: 0 }, 1 );
+
+			level = 1;
+		},
+
+		// Alias
+		magnify: function( options ) { this.to( options ) },
+		reset: function() { this.out() },
+
+		zoomLevel: function() {
+			return level;
+		}
+	}
+
+})();
diff --git a/src/_site/site_libs/revealjs/plugin/zoom/zoom.esm.js b/src/_site/site_libs/revealjs/plugin/zoom/zoom.esm.js
new file mode 100644
index 0000000000000000000000000000000000000000..c2bb6a5b329be83f6015b8123e0f4dea989c4416
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/zoom/zoom.esm.js
@@ -0,0 +1,11 @@
+/*!
+ * reveal.js Zoom plugin
+ */
+const e={id:"zoom",init:function(e){e.getRevealElement().addEventListener("mousedown",(function(t){var n=/Linux/.test(window.navigator.platform)?"ctrl":"alt",i=(e.getConfig().zoomKey?e.getConfig().zoomKey:n)+"Key",d=e.getConfig().zoomLevel?e.getConfig().zoomLevel:2;t[i]&&!e.isOverview()&&(t.preventDefault(),o.to({x:t.clientX,y:t.clientY,scale:d,pan:!1}))}))},destroy:()=>{o.reset()}};var t=()=>e,o=function(){var e=1,t=0,n=0,i=-1,d=-1,l="transform"in document.body.style;function s(t,o){var n=r();if(t.width=t.width||1,t.height=t.height||1,t.x-=(window.innerWidth-t.width*o)/2,t.y-=(window.innerHeight-t.height*o)/2,l)if(1===o)document.body.style.transform="";else{var i=n.x+"px "+n.y+"px",d="translate("+-t.x+"px,"+-t.y+"px) scale("+o+")";document.body.style.transformOrigin=i,document.body.style.transform=d}else 1===o?(document.body.style.position="",document.body.style.left="",document.body.style.top="",document.body.style.width="",document.body.style.height="",document.body.style.zoom=""):(document.body.style.position="relative",document.body.style.left=-(n.x+t.x)/o+"px",document.body.style.top=-(n.y+t.y)/o+"px",document.body.style.width=100*o+"%",document.body.style.height=100*o+"%",document.body.style.zoom=o);e=o,document.documentElement.classList&&(1!==e?document.documentElement.classList.add("zoomed"):document.documentElement.classList.remove("zoomed"))}function c(){var o=.12*window.innerWidth,i=.12*window.innerHeight,d=r();n<i?window.scroll(d.x,d.y-14/e*(1-n/i)):n>window.innerHeight-i&&window.scroll(d.x,d.y+(1-(window.innerHeight-n)/i)*(14/e)),t<o?window.scroll(d.x-14/e*(1-t/o),d.y):t>window.innerWidth-o&&window.scroll(d.x+(1-(window.innerWidth-t)/o)*(14/e),d.y)}function r(){return{x:void 0!==window.scrollX?window.scrollX:window.pageXOffset,y:void 0!==window.scrollY?window.scrollY:window.pageYOffset}}return l&&(document.body.style.transition="transform 0.8s ease"),document.addEventListener("keyup",(function(t){1!==e&&27===t.keyCode&&o.out()})),document.addEventListener("mousemove",(function(o){1!==e&&(t=o.clientX,n=o.clientY)})),{to:function(t){if(1!==e)o.out();else{if(t.x=t.x||0,t.y=t.y||0,t.element){var n=t.element.getBoundingClientRect();t.x=n.left-20,t.y=n.top-20,t.width=n.width+40,t.height=n.height+40}void 0!==t.width&&void 0!==t.height&&(t.scale=Math.max(Math.min(window.innerWidth/t.width,window.innerHeight/t.height),1)),t.scale>1&&(t.x*=t.scale,t.y*=t.scale,s(t,t.scale),!1!==t.pan&&(i=setTimeout((function(){d=setInterval(c,1e3/60)}),800)))}},out:function(){clearTimeout(i),clearInterval(d),s({x:0,y:0},1),e=1},magnify:function(e){this.to(e)},reset:function(){this.out()},zoomLevel:function(){return e}}}();
+/*!
+ * zoom.js 0.3 (modified for use with reveal.js)
+ * http://lab.hakim.se/zoom-js
+ * MIT licensed
+ *
+ * Copyright (C) 2011-2014 Hakim El Hattab, http://hakim.se
+ */export{t as default};
diff --git a/src/_site/site_libs/revealjs/plugin/zoom/zoom.js b/src/_site/site_libs/revealjs/plugin/zoom/zoom.js
new file mode 100644
index 0000000000000000000000000000000000000000..7ac212754ac8e3538f33d5ae0c2f900bc26f0021
--- /dev/null
+++ b/src/_site/site_libs/revealjs/plugin/zoom/zoom.js
@@ -0,0 +1,11 @@
+!function(e,t){"object"==typeof exports&&"undefined"!=typeof module?module.exports=t():"function"==typeof define&&define.amd?define(t):(e="undefined"!=typeof globalThis?globalThis:e||self).RevealZoom=t()}(this,(function(){"use strict";
+/*!
+	 * reveal.js Zoom plugin
+	 */const e={id:"zoom",init:function(e){e.getRevealElement().addEventListener("mousedown",(function(o){var n=/Linux/.test(window.navigator.platform)?"ctrl":"alt",i=(e.getConfig().zoomKey?e.getConfig().zoomKey:n)+"Key",d=e.getConfig().zoomLevel?e.getConfig().zoomLevel:2;o[i]&&!e.isOverview()&&(o.preventDefault(),t.to({x:o.clientX,y:o.clientY,scale:d,pan:!1}))}))},destroy:()=>{t.reset()}};var t=function(){var e=1,o=0,n=0,i=-1,d=-1,l="transform"in document.body.style;function s(t,o){var n=r();if(t.width=t.width||1,t.height=t.height||1,t.x-=(window.innerWidth-t.width*o)/2,t.y-=(window.innerHeight-t.height*o)/2,l)if(1===o)document.body.style.transform="";else{var i=n.x+"px "+n.y+"px",d="translate("+-t.x+"px,"+-t.y+"px) scale("+o+")";document.body.style.transformOrigin=i,document.body.style.transform=d}else 1===o?(document.body.style.position="",document.body.style.left="",document.body.style.top="",document.body.style.width="",document.body.style.height="",document.body.style.zoom=""):(document.body.style.position="relative",document.body.style.left=-(n.x+t.x)/o+"px",document.body.style.top=-(n.y+t.y)/o+"px",document.body.style.width=100*o+"%",document.body.style.height=100*o+"%",document.body.style.zoom=o);e=o,document.documentElement.classList&&(1!==e?document.documentElement.classList.add("zoomed"):document.documentElement.classList.remove("zoomed"))}function c(){var t=.12*window.innerWidth,i=.12*window.innerHeight,d=r();n<i?window.scroll(d.x,d.y-14/e*(1-n/i)):n>window.innerHeight-i&&window.scroll(d.x,d.y+(1-(window.innerHeight-n)/i)*(14/e)),o<t?window.scroll(d.x-14/e*(1-o/t),d.y):o>window.innerWidth-t&&window.scroll(d.x+(1-(window.innerWidth-o)/t)*(14/e),d.y)}function r(){return{x:void 0!==window.scrollX?window.scrollX:window.pageXOffset,y:void 0!==window.scrollY?window.scrollY:window.pageYOffset}}return l&&(document.body.style.transition="transform 0.8s ease"),document.addEventListener("keyup",(function(o){1!==e&&27===o.keyCode&&t.out()})),document.addEventListener("mousemove",(function(t){1!==e&&(o=t.clientX,n=t.clientY)})),{to:function(o){if(1!==e)t.out();else{if(o.x=o.x||0,o.y=o.y||0,o.element){var n=o.element.getBoundingClientRect();o.x=n.left-20,o.y=n.top-20,o.width=n.width+40,o.height=n.height+40}void 0!==o.width&&void 0!==o.height&&(o.scale=Math.max(Math.min(window.innerWidth/o.width,window.innerHeight/o.height),1)),o.scale>1&&(o.x*=o.scale,o.y*=o.scale,s(o,o.scale),!1!==o.pan&&(i=setTimeout((function(){d=setInterval(c,1e3/60)}),800)))}},out:function(){clearTimeout(i),clearInterval(d),s({x:0,y:0},1),e=1},magnify:function(e){this.to(e)},reset:function(){this.out()},zoomLevel:function(){return e}}}();
+/*!
+	 * zoom.js 0.3 (modified for use with reveal.js)
+	 * http://lab.hakim.se/zoom-js
+	 * MIT licensed
+	 *
+	 * Copyright (C) 2011-2014 Hakim El Hattab, http://hakim.se
+	 */return()=>e}));
diff --git a/src/_site/styles.css b/src/_site/styles.css
new file mode 100644
index 0000000000000000000000000000000000000000..2ddf50c7b4236e4b67c3e9fc369f6a7a562cd27d
--- /dev/null
+++ b/src/_site/styles.css
@@ -0,0 +1 @@
+/* css styles */
diff --git a/src/index.qmd b/src/index.qmd
index b1c8334d404259cadf123856f8c5915eb091642a..21febec2815a38a0ab4a4fa224662a8e36c110e7 100644
--- a/src/index.qmd
+++ b/src/index.qmd
@@ -1,78 +1,191 @@
 ---
-title: "About Quarto"
+title: "Optimizing LLM Performance Using Triton"
+format: 
+  revealjs:
+    theme: dark
+    transition: slide
+    slide-number: true
+author: "Matej Sirovatka"
+date: today
 ---
 
-[Quarto](https://quarto.org/) is a Markdown-based documentation system that lets you write documents in Markdown or Jupyter Notebooks, and render them to a variety of formats including HTML, PDF, PowerPoint, and more. 
-You can also use Quarto to write [books](https://quarto.org/docs/books/), create [dashboards](https://quarto.org/docs/dashboards/), and embed web applications with [Observable](https://quarto.org/docs/interactive/ojs/) and [Shinylive](https://quarto.org/docs/blog/posts/2022-10-25-shinylive-extension/).
+## `whoami`
 
-## Getting started with Quarto
+- My name is Matej
+- I'm a Master's student at the Brno University of Technology
+- I currently make GPUs go `brrrrrr` at Hugging Face 🤗
 
-Once you've created the space, click on the `Files` tab in the top right to take a look at the files which make up this Space. 
-There are a couple of important files which you should pay attention to:
+## `What is Triton?`
 
-- `Dockerfile`: This contains the system setup to build and serve the Quarto site on Hugging Face. You probably won't need to change this file that 
-often unless you need to add additional system dependencies or modify the Quarto version.
-- `requirements.txt`: This is where you should include any Python dependencies which you need for your website. 
-These are installed when the Dockerfile builds.
-- The `src` directory contains the source files for the Quarto website. You can include Jupyter notebooks or markdown (`.qmd` or `.md`) files. 
-- `src/_quarto.yml` defines the navigation for your website. If you want to add new pages or reorganize the existing ones, you'll need to change this file.
+- NVIDIA's open-source programming language for GPU kernels
+- Designed for AI/ML workloads
+- Simplifies GPU programming compared to CUDA
 
+![](media/optim_scale.png){.center fig-align="center"}
 
-## Recommended Workflow
+## `Why Optimize with Triton?`
 
-1. **Clone the space locally**
-2. **Install Quarto**: In order to render your Quarto site without Docker, we recommend installing Quarto by following the instructions on the [official Quarto website](https://quarto.org/docs/get-started/).
-3. **Install Quarto VS Code extension**: The [Quarto VS Code Extension](https://quarto.org/docs/tools/vscode.html) includes a number of productivity tools including YAML Autocomplete, a preview button, and a visual editor. Quarto works great with VS Code, but the extension does make it easier to get the most out of Quarto.
-4. **Edit the site**: The website files are contained in the `src` directory, and the site navigation is defined in `src/_quarto.yml`. Try editing these files and either clicking the "Preview" button in VS Code, or calling `quarto preview src` from the command line.
-5. **Learn more about Quarto**: You can do a lot of things with Quarto, and they are all documented on the [Quarto Website](https://quarto.org/guide/). In particular, you may be interested in:
+- Simple yet effective
+- Less headache than CUDA
+- GPUs go `brrrrrrr` 🚀
+- Feel cool when your kernel is faster than PyTorch 😎
 
-    - All about building [websites](https://quarto.org/docs/websites/)
-    - Building Static [Dashboards](https://quarto.org/docs/dashboards/)
-    - How to write [books](https://quarto.org/docs/books/index.html) and [manuscripts](https://quarto.org/docs/manuscripts/)
-    - Reproducible [presentations](https://quarto.org/docs/presentations/)
-    - Including [Observable](https://quarto.org/docs/interactive/ojs/) or [Shiny](https://quarto.org/docs/interactive/shiny/) applications in your Quarto site
+## `Example Problem: KL Divergence`
 
-::: {.callout-warning}
-It can take a couple of minutes for the Space to deploy to Hugging Face after the Docker build process completes. Two see your changes you will need to do two things: 
+- commonly used in LLMs for knowledge distillation
+- for probability distributions $P$ and $Q$, the Kullback-Leibler divergence is defined as:
+
+$$
+D_{KL}(P \| Q) = \sum_{i} P_i \log\left(\frac{P_i}{Q_i}\right)
+$$
+
+
+```python
+import torch
+from torch.nn.functional import kl_div
+
+def kl_div_torch(p: torch.Tensor, q: torch.Tensor) -> torch.Tensor:
+    return kl_div(p, q, reduction='none')
+```
+
+## `How about Triton?`
+
+```python
+import triton.language as tl
+
+@triton.jit
+def kl_div_triton(
+    p_ptr, q_ptr, output_ptr, n_elements, BLOCK_SIZE: tl.constexpr
+):
+    pid = tl.program_id(0)
+    block_start = pid * BLOCK_SIZE
+    offsets = block_start + tl.arange(0, BLOCK_SIZE)
+    mask = offsets < n_elements
+    
+    p = tl.load(p_ptr + offsets, mask=mask)
+    q = tl.load(q_ptr + offsets, mask=mask)
+    
+    output = p * (tl.log(p) - tl.log(q))
+    
+    tl.store(output_ptr + offsets, output, mask=mask)
+```
+
+## `How to integrate with PyTorch?`
+
+- Triton works with pointers
+- How to use our custom kernel with PyTorch autograd?
+
+```python
+import torch
+
+class VectorAdd(torch.autograd.Function):
+    @staticmethod
+    def forward(ctx, p, q):
+        ctx.save_for_backward(q)
+        output = torch.empty_like(p)
+        grid = (len(p) + 512 - 1) // 512
+        kl_div_triton[grid](p, q, output, len(p), BLOCK_SIZE=512)
+        return output
+
+    @staticmethod
+    def backward(ctx, grad_output):
+        q = ctx.saved_tensors[0]
+        # Calculate gradients (another triton kernel)
+        return ...
+```
+
+## `Some benchmarks`
+
+- A KL Divergence kernel that is currently used in [Liger Kernel](https://github.com/linkedin/liger-kernel) written by @me
+
+:::: {.columns}
+
+::: {.column width="50%"}
+
+![](media/kl_mem.png){.center fig-align="center"}
+
+:::
+
+::: {.column width="50%"}
+
+![](media/kl_speed.png){.center fig-align="center"}
 
-1) Wait for your space's status to go from 'Building' to 'Running'(this is visible in the status bar above the Space)
-2) Force-reload the web page by holding Shift and hitting the reload button in your browser.
 :::
 
-## Code Execution
+::::
 
-One of the main virtues of Quarto is that it lets you combine code and text in a single document.
-By default, if you include a code chunk in your document, Quarto will execute that code and include the output in the rendered document.
-This is great for reproducibility and for creating documents that are always up-to-date.
-For example you can include code which generates a plot like this:
+## `Do I have to write everything?`
 
-```{python}
-import seaborn as sns
-import matplotlib.pyplot as plt
+- TLDR: No
+- Many cool projects already using Triton
+- Better Integration with PyTorch and even Hugging Face 🤗
+- Liger Kernel, Unsloth AI, etc.
 
-# Sample data
-tips = sns.load_dataset("tips")
-# Create a seaborn plot
-sns.set_style("whitegrid")
-g = sns.lmplot(x="total_bill", y="tip", data=tips, aspect=2)
-g = g.set_axis_labels("Total bill (USD)", "Tip").set(xlim=(0, 60), ylim=(0, 12))
+:::: {.columns}
 
-plt.title("Tip by Total Bill")
-plt.show()
+::: {.column width="50%"}
+
+![](media/unsloth.png){.center fig-align="center"}
+
+:::
+
+::: {.column width="50%"}
+
+![](media/liger.png){.center fig-align="center"}
+
+:::
+
+::::
+
+
+## `So how can I use this in my LLM? 🚀`
+
+- Liger Kernel is a great example, providing examples of how to integrate with Hugging Face 🤗 Trainer
+
+```diff
+- from transformers import AutoModelForCausalLM
++ from liger_kernel.transformers import AutoLigerKernelForCausalLM
+
+model_path = "meta-llama/Meta-Llama-3-8B-Instruct"
+
+- model = AutoModelForCausalLM.from_pretrained(model_path)
++ model = AutoLigerKernelForCausalLM.from_pretrained(model_path)
+
+# training/inference logic...
 ```
+## `Key Optimization Techniques adapted by Liger Kernel`
 
-When the website is built the Python code will run and the output will be included in the document. 
+- Kernel Fusion
+- Domain-specific optimizations
+- Memory Access Patterns
+- Preemptive memory freeing
+   
 
-You can also include [inline code](https://quarto.org/docs/computations/inline-code.html) to insert computed values into text. 
-For example we can include the maximum tip value in the `tips` data frame like this: ``{python} tips['tip'].max()``. 
-You can control [code execution](https://quarto.org/docs/computations/execution-options.html), or [freeze code output](https://quarto.org/docs/projects/code-execution.html#freeze) to capture the output of long running computations. 
+## `Aaand some more benchmarks 🚀`
 
 
-## About the Open Source AI Cookbook
+:::: {.columns}
 
-To provide a realistic example of how Quarto can help you organize long-form documentation, 
-we've implemented the Hugging Face [Open-Source AI Cookbook](https://github.com/huggingface/cookbook) in Quarto. 
-The Open-Source AI Cookbook is a collection of notebooks illustrating practical aspects of building AI applications and solving various machine learning tasks using open-source tools and models.
-You can read more about it, or contribute your own Notebook on the [Github Repo](https://github.com/huggingface/cookbook)
+::: {.column width="50%"}
 
+![](media/PMA.png){fig-align="center"}
+
+:::
+
+::: {.column width="50%"}
+
+![](media/PMR.png){fig-align="center"}
+
+:::
+
+::::
+
+## `Last benchmark I promise...`
+
+
+![](media/TPS.png){height="50%" width="50%" }
+
+::: {.incremental}
+*Attention is all you need, so I thank you for yours!* 🤗
+:::
 
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diff --git a/src/media/unsloth.png b/src/media/unsloth.png
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diff --git a/src/notebooks/advanced_rag.qmd b/src/notebooks/advanced_rag.qmd
deleted file mode 100644
index 9935895979cb0f77e822ff03727f94f951e777e1..0000000000000000000000000000000000000000
--- a/src/notebooks/advanced_rag.qmd
+++ /dev/null
@@ -1,588 +0,0 @@
----
-title: Advanced RAG
-jupyter: python3
-eval: false
-code-annotations: hover
----
-
-This notebook demonstrates how you can build an advanced RAG (Retrieval Augmented Generation) for answering a user's question about a specific knowledge base (here, the HuggingFace documentation), using LangChain.
-
-For an introduction to RAG, you can check [this other cookbook](rag_zephyr_langchain.qmd)!
-
-RAG systems are complex, with many moving parts: here a RAG diagram, where we noted in blue all possibilities for system enhancement:
-
-<img src="https://huggingface.co/datasets/huggingface/cookbook-images/resolve/main/RAG_workflow.png" height="700">
-
-::: callout-note
-💡 As you can see, there are many steps to tune in this architecture: tuning the system properly will yield significant performance gains.
-:::
-
-In this notebook, we will take a look into many of these blue notes to see how to tune your RAG system and get the best performance.
-
-__Let's dig into the model building!__ First, we install the required model dependancies.
-
-```{python}
-!pip install -q torch transformers transformers accelerate bitsandbytes langchain sentence-transformers faiss-gpu openpyxl pacmap
-```
-
-```{python}
-%reload_ext dotenv
-%dotenv
-```
-
-```{python}
-from tqdm.notebook import tqdm
-import pandas as pd
-from typing import Optional, List, Tuple
-from datasets import Dataset
-import matplotlib.pyplot as plt
-
-pd.set_option(
-    "display.max_colwidth", None                    # <1>
-) 
-```
-1. This will be helpful when visualizing retriever outputs
-
-### Load your knowledge base
-
-```{python}
-import datasets
-
-ds = datasets.load_dataset("m-ric/huggingface_doc", split="train")
-```
-
-```{python}
-from langchain.docstore.document import Document as LangchainDocument
-
-RAW_KNOWLEDGE_BASE = [
-    LangchainDocument(page_content=doc["text"], metadata={"source": doc["source"]})
-    for doc in tqdm(ds)
-]
-```
-
-# 1. Retriever - embeddings 🗂️
-The __retriever acts like an internal search engine__: given the user query, it returns a few relevant snippets from your knowledge base.
-
-These snippets will then be fed to the Reader Model to help it generate its answer.
-
-So __our objective here is, given a user question, to find the most snippets from our knowledge base to answer that question.__
-
-This is a wide objective, it leaves open some questions. How many snippets should we retrieve? This parameter will be named `top_k`.
-
-How long should these snippets be? This is called the `chunk size`. There's no one-size-fits-all answers, but here are a few elements:
-- 🔀 Your `chunk size` is allowed to vary from one snippet to the other.
-- Since there will always be some noise in your retrieval, increasing the `top_k` increases the chance to get relevant elements in your retrieved snippets. 🎯 Shooting more arrows increases your probability to hit your target.
-- Meanwhile, the summed length of your retrieved documents should not be too high: for instance, for most current models 16k tokens will probably drown your Reader model in information due to [Lost-in-the-middle phenomenon](https://huggingface.co/papers/2307.03172). 🎯 Give your reader model only the most relevant insights, not a huge pile of books!
-
-::: callout-note
-In this notebook, we use Langchain library since __it offers a huge variety of options for vector databases and allows us to keep document metadata throughout the processing__.
-:::
-
-### 1.1 Split the documents into chunks
-
-- In this part, __we split the documents from our knowledge base into smaller chunks__ which will be the snippets on which the reader LLM will base its answer.
-- The goal is to prepare a collection of **semantically relevant snippets**. So their size should be adapted to precise ideas: too small will truncate ideas, too large will dilute them.
-
-::: callout-tip
-💡 Many options exist for text splitting: splitting on words, on sentence boundaries, recursive chunking that processes documents in a tree-like way to preserve structure information... To learn more about chunking, I recommend you read [this great notebook](https://github.com/FullStackRetrieval-com/RetrievalTutorials/blob/main/5_Levels_Of_Text_Splitting.ipynb) by Greg Kamradt.
-:::
-
-
-- **Recursive chunking** breaks down the text into smaller parts step by step using a given list of separators sorted from the most important to the least important separator. If the first split doesn't give the right size or shape chunks, the method repeats itself on the new chunks using a different separator. For instance with the list of separators `["\n\n", "\n", ".", ""]`:
-    - The method will first break down the document wherever there is a double line break `"\n\n"`.
-    - Resulting documents will be split again on simple line breaks `"\n"`, then on sentence ends `"."`.
-    - And finally, if some chunks are still too big, they will be split whenever they overflow the maximum size.
-
-- With this method, the global structure is well preserved, at the expense of getting slight variations in chunk size.
-
-> [This space](https://huggingface.co/spaces/A-Roucher/chunk_visualizer) lets you visualize how different splitting options affect the chunks you get.
-
-🔬 Let's experiment a bit with chunk sizes, beginning with an arbitrary size, and see how splits work. We use Langchain's implementation of recursive chunking with `RecursiveCharacterTextSplitter`.
-- Parameter `chunk_size` controls the length of individual chunks: this length is counted by default as the number of characters in the chunk.
-- Parameter `chunk_overlap` lets adjacent chunks get a bit of overlap on each other. This reduces the probability that an idea could be cut in half by the split between two adjacent chunks. We ~arbitrarily set this to 1/10th of the chunk size, you could try different values!
-
-```{python}
-from langchain.text_splitter import RecursiveCharacterTextSplitter
-
-# We use a hierarchical list of separators specifically tailored for splitting Markdown documents
-# This list is taken from LangChain's MarkdownTextSplitter class.
-MARKDOWN_SEPARATORS = [
-    "\n#{1,6} ",
-    "```\n",
-    "\n\\*\\*\\*+\n",
-    "\n---+\n",
-    "\n___+\n",
-    "\n\n",
-    "\n",
-    " ",
-    "",
-]
-
-text_splitter = RecursiveCharacterTextSplitter(
-    chunk_size=1000,            # <1>
-    chunk_overlap=100,          # <2>
-    add_start_index=True,       # <3>
-    strip_whitespace=True,      # <4>
-    separators=MARKDOWN_SEPARATORS,
-)
-
-docs_processed = []
-for doc in RAW_KNOWLEDGE_BASE:
-    docs_processed += text_splitter.split_documents([doc])
-```
-1. The maximum number of characters in a chunk: we selected this value arbitrally
-2. The number of characters to overlap between chunks
-3. If `True`, includes chunk's start index in metadata
-4. If `True`, strips whitespace from the start and end of every document
-
-
-We also have to keep in mind that when embedding documents, we will use an embedding model that has accepts a certain maximum sequence length `max_seq_length`.
-
-So we should make sure that our chunk sizes are below this limit, because any longer chunk will be truncated before processing, thus losing relevancy.
-
-```{python}
-#| colab: {referenced_widgets: [ae043feeb0914c879e2a9008b413d952]}
-from sentence_transformers import SentenceTransformer
-
-# To get the value of the max sequence_length, we will query the underlying `SentenceTransformer` object used in the RecursiveCharacterTextSplitter.
-print(
-    f"Model's maximum sequence length: {SentenceTransformer('thenlper/gte-small').max_seq_length}"
-)
-
-from transformers import AutoTokenizer
-
-tokenizer = AutoTokenizer.from_pretrained("thenlper/gte-small")
-lengths = [len(tokenizer.encode(doc.page_content)) for doc in tqdm(docs_processed)]
-
-# Plot the distrubution of document lengths, counted as the number of tokens
-fig = pd.Series(lengths).hist()
-plt.title("Distribution of document lengths in the knowledge base (in count of tokens)")
-plt.show()
-```
-
-👀 As you can see, __the chunk lengths are not aligned with our limit of 512 tokens__, and some documents are above the limit, thus some part of them will be lost in truncation!
- - So we should change the `RecursiveCharacterTextSplitter` class to count length in number of tokens instead of number of characters.
- - Then we can choose a specific chunk size, here we would choose a lower threshold than 512:
-    - smaller documents could allow the split to focus more on specific ideas.
-    - But too small chunks would split sentences in half, thus losing meaning again: the proper tuning is a matter of balance.
-
-```{python}
-#| colab: {referenced_widgets: [f900cf4ab3a94f45bfa7298f433566ed]}
-from langchain.text_splitter import RecursiveCharacterTextSplitter
-from transformers import AutoTokenizer
-
-EMBEDDING_MODEL_NAME = "thenlper/gte-small"
-
-
-def split_documents(
-    chunk_size: int,
-    knowledge_base: List[LangchainDocument],
-    tokenizer_name: Optional[str] = EMBEDDING_MODEL_NAME,
-) -> List[LangchainDocument]:
-    """
-    Split documents into chunks of maximum size `chunk_size` tokens and return a list of documents.
-    """
-    text_splitter = RecursiveCharacterTextSplitter.from_huggingface_tokenizer(
-        AutoTokenizer.from_pretrained(tokenizer_name),
-        chunk_size=chunk_size,
-        chunk_overlap=int(chunk_size / 10),
-        add_start_index=True,
-        strip_whitespace=True,
-        separators=MARKDOWN_SEPARATORS,
-    )
-
-    docs_processed = []
-    for doc in knowledge_base:
-        docs_processed += text_splitter.split_documents([doc])
-
-    # Remove duplicates
-    unique_texts = {}
-    docs_processed_unique = []
-    for doc in docs_processed:
-        if doc.page_content not in unique_texts:
-            unique_texts[doc.page_content] = True
-            docs_processed_unique.append(doc)
-
-    return docs_processed_unique
-
-
-docs_processed = split_documents(
-    512,  # We choose a chunk size adapted to our model
-    RAW_KNOWLEDGE_BASE,
-    tokenizer_name=EMBEDDING_MODEL_NAME,
-)
-
-# Let's visualize the chunk sizes we would have in tokens from a common model
-from transformers import AutoTokenizer
-
-tokenizer = AutoTokenizer.from_pretrained(EMBEDDING_MODEL_NAME)
-lengths = [len(tokenizer.encode(doc.page_content)) for doc in tqdm(docs_processed)]
-fig = pd.Series(lengths).hist()
-plt.title("Distribution of document lengths in the knowledge base (in count of tokens)")
-plt.show()
-```
-
-➡️ Now the chunk length distribution looks better!
-
-### 1.2 Building the vector database
-
-We want to compute the embeddings for all the chunks of our knowledge base: to learn more on sentence embeddings, we recommend reading [this guide](https://osanseviero.github.io/hackerllama/blog/posts/sentence_embeddings/).
-
-#### How does retrieval work ?
-
-Once the chunks are all embedded, we store them into a vector database. When the user types in a query, it gets embedded by the same model previously used, and a similarity search returns the closest documents from the vector database.
-
-The technical challenge is thus, given a query vector, to quickly find the nearest neighbours of this vector in the vector database. To do this, we need to choose two things: a distance, and a search algorithm to find the nearest neighbors quickly within a database of thousands of records.
-
-##### Nearest Neighbor search algorithm
-
-There are plentiful choices for the nearest neighbor search algorithm: we go with Facebook's [FAISS](https://github.com/facebookresearch/faiss), since FAISS is performant enough for most use cases, and it is well known thus widely implemented.
-
-##### Distances
-
-Regarding distances, you can find a good guide [here](https://osanseviero.github.io/hackerllama/blog/posts/sentence_embeddings/#distance-between-embeddings). In short:
-
-- **Cosine similarity** computes similarity between two vectors as the cosinus of their relative angle: it allows us to compare vector directions are regardless of their magnitude. Using it requires to normalize all vectors, to rescale them into unit norm.
-- **Dot product** takes into account magnitude, with the sometimes undesirable effect that increasing a vector's length will make it more similar to all others.
-- **Euclidean distance** is the distance between the ends of vectors.
-
-You can try [this small exercise](https://developers.google.com/machine-learning/clustering/similarity/check-your-understanding) to check your understanding of these concepts. But once vectors are normalized, [the choice of a specific distance does not matter much](https://platform.openai.com/docs/guides/embeddings/which-distance-function-should-i-use).
-
-Our particular model works well with cosine similarity, so choose this distance, and we set it up both in the Embedding model, and in the `distance_strategy` argument of our FAISS index. With cosine similarity, we have to normalize our embeddings.
-
-::: {.callout-warning}
-🚨👇 The cell below takes a few minutes to run on A10G!
-:::
-
-```{python}
-from langchain.vectorstores import FAISS
-from langchain_community.embeddings import HuggingFaceEmbeddings
-from langchain_community.vectorstores.utils import DistanceStrategy
-
-embedding_model = HuggingFaceEmbeddings(
-    model_name=EMBEDDING_MODEL_NAME,
-    multi_process=True,
-    model_kwargs={"device": "cuda"},
-    encode_kwargs={"normalize_embeddings": True},  # set True for cosine similarity
-)
-
-KNOWLEDGE_VECTOR_DATABASE = FAISS.from_documents(
-    docs_processed, embedding_model, distance_strategy=DistanceStrategy.COSINE
-)
-```
-
-👀 To visualize the search for the closest documents, let's project our embeddings from 384 dimensions down to 2 dimensions using PaCMAP.
-
-::: {.callout-note}
-💡 We chose PaCMAP rather than other techniques such as t-SNE or UMAP, since [it is efficient (preserves local and global structure), robust to initialization parameters and fast](https://www.nature.com/articles/s42003-022-03628-x#Abs1).
-:::
-
-
-```{python}
-# embed a user query in the same space
-user_query = "How to create a pipeline object?"
-query_vector = embedding_model.embed_query(user_query)
-```
-
-```{python}
-import pacmap
-import numpy as np
-import plotly.express as px
-
-embedding_projector = pacmap.PaCMAP(
-    n_components=2, n_neighbors=None, MN_ratio=0.5, FP_ratio=2.0, random_state=1
-)
-
-embeddings_2d = [
-    list(KNOWLEDGE_VECTOR_DATABASE.index.reconstruct_n(idx, 1)[0])
-    for idx in range(len(docs_processed))
-] + [query_vector]
-
-# fit the data (The index of transformed data corresponds to the index of the original data)
-documents_projected = embedding_projector.fit_transform(np.array(embeddings_2d), init="pca")
-```
-
-```{python}
-df = pd.DataFrame.from_dict(
-    [
-        {
-            "x": documents_projected[i, 0],
-            "y": documents_projected[i, 1],
-            "source": docs_processed[i].metadata["source"].split("/")[1],
-            "extract": docs_processed[i].page_content[:100] + "...",
-            "symbol": "circle",
-            "size_col": 4,
-        }
-        for i in range(len(docs_processed))
-    ]
-    + [
-        {
-            "x": documents_projected[-1, 0],
-            "y": documents_projected[-1, 1],
-            "source": "User query",
-            "extract": user_query,
-            "size_col": 100,
-            "symbol": "star",
-        }
-    ]
-)
-
-# visualize the embedding
-fig = px.scatter(
-    df,
-    x="x",
-    y="y",
-    color="source",
-    hover_data="extract",
-    size="size_col",
-    symbol="symbol",
-    color_discrete_map={"User query": "black"},
-    width=1000,
-    height=700,
-)
-fig.update_traces(
-    marker=dict(opacity=1, line=dict(width=0, color="DarkSlateGrey")), selector=dict(mode="markers")
-)
-fig.update_layout(
-    legend_title_text="<b>Chunk source</b>",
-    title="<b>2D Projection of Chunk Embeddings via PaCMAP</b>",
-)
-fig.show()
-```
-
-<img src="https://huggingface.co/datasets/huggingface/cookbook-images/resolve/main/PaCMAP_embeddings.png" height="700">
-
-
-➡️ On the graph above, you can see a spatial representation of the kowledge base documents. As the vector embeddings represent the document's meaning, their closeness in meaning should be reflected in their embedding's closeness.
-
-The user query's embedding is also shown : we want to find the `k` document that have the closest meaning, thus we pick the `k` closest vectors.
-
-In the LangChain vector database implementation, this search operation is performed by the method `vector_database.similarity_search(query)`.
-
-Here is the result:
-
-```{python}
-print(f"\nStarting retrieval for {user_query=}...")
-retrieved_docs = KNOWLEDGE_VECTOR_DATABASE.similarity_search(query=user_query, k=5)
-print("\n==================================Top document==================================")
-print(retrieved_docs[0].page_content)
-print("==================================Metadata==================================")
-print(retrieved_docs[0].metadata)
-```
-
-# 2. Reader - LLM 💬
-
-In this part, the __LLM Reader reads the retrieved context to formulate its answer.__
-
-There are actually substeps that can all be tuned:
-1. The content of the retrieved documents is aggregated together into the "context", with many processing options like _prompt compression_.
-2. The context and the user query are aggregated into a prompt then given to the LLM to generate its answer.
-
-### 2.1. Reader model
-
-The choice of a reader model is important on a few aspects:
-- the reader model's `max_seq_length` must accomodate our prompt, which includes the context output by the retriever call: the context consists in 5 documents of 512 tokens each, so we aim for a context length of 4k tokens at least.
-- the reader model
-
-For this example, we chose [`HuggingFaceH4/zephyr-7b-beta`](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta), a small but powerful model.
-
-::: callout-note
-With many models being released every week, you may want to substitute this model to the latest and greatest. The best way to keep track of open source LLMs is to check the [Open-source LLM leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard).
-:::
-
-To make inference faster, we will load the quantized version of the model:
-
-```{python}
-#| colab: {referenced_widgets: [db31fd28d3604e78aead26af87b0384f]}
-from transformers import pipeline
-import torch
-from transformers import AutoTokenizer, AutoModelForCausalLM, BitsAndBytesConfig
-
-READER_MODEL_NAME = "HuggingFaceH4/zephyr-7b-beta"
-
-bnb_config = BitsAndBytesConfig(
-    load_in_4bit=True,
-    bnb_4bit_use_double_quant=True,
-    bnb_4bit_quant_type="nf4",
-    bnb_4bit_compute_dtype=torch.bfloat16,
-)
-model = AutoModelForCausalLM.from_pretrained(READER_MODEL_NAME, quantization_config=bnb_config)
-tokenizer = AutoTokenizer.from_pretrained(READER_MODEL_NAME)
-
-READER_LLM = pipeline(
-    model=model,
-    tokenizer=tokenizer,
-    task="text-generation",
-    do_sample=True,
-    temperature=0.2,
-    repetition_penalty=1.1,
-    return_full_text=False,
-    max_new_tokens=500,
-)
-```
-
-```{python}
-READER_LLM("What is 4+4? Answer:")
-```
-
-### 2.2. Prompt
-
-The RAG prompt template below is what we will feed to the Reader LLM: it is important to have it formatted in the Reader LLM's chat template.
-
-We give it our context and the user's question.
-
-```{python}
-prompt_in_chat_format = [
-    {
-        "role": "system",
-        "content": """Using the information contained in the context,
-give a comprehensive answer to the question.
-Respond only to the question asked, response should be concise and relevant to the question.
-Provide the number of the source document when relevant.
-If the answer cannot be deduced from the context, do not give an answer.""",
-    },
-    {
-        "role": "user",
-        "content": """Context:
-{context}
----
-Now here is the question you need to answer.
-
-Question: {question}""",
-    },
-]
-RAG_PROMPT_TEMPLATE = tokenizer.apply_chat_template(
-    prompt_in_chat_format, tokenize=False, add_generation_prompt=True
-)
-print(RAG_PROMPT_TEMPLATE)
-```
-
-Let's test our Reader on our previously retrieved documents!
-
-```{python}
-retrieved_docs_text = [
-    doc.page_content for doc in retrieved_docs
-]  # we only need the text of the documents
-context = "\nExtracted documents:\n"
-context += "".join([f"Document {str(i)}:::\n" + doc for i, doc in enumerate(retrieved_docs_text)])
-
-final_prompt = RAG_PROMPT_TEMPLATE.format(
-    question="How to create a pipeline object?", context=context
-)
-
-# Redact an answer
-answer = READER_LLM(final_prompt)[0]["generated_text"]
-print(answer)
-```
-
-### 2.3. Reranking
-
-A good option for RAG is to retrieve more documents than you want in the end, then rerank the results with a more powerful retrieval model before keeping only the `top_k`.
-
-For this, [Colbertv2](https://arxiv.org/abs/2112.01488) is a great choice: instead of a bi-encoder like our classical embedding models, it is a cross-encoder that computes more fine-grained interactions between the query tokens and each document's tokens.
-
-It is easily usable thanks to [the RAGatouille library](https://github.com/bclavie/RAGatouille).
-
-```{python}
-from ragatouille import RAGPretrainedModel
-
-RERANKER = RAGPretrainedModel.from_pretrained("colbert-ir/colbertv2.0")
-```
-
-# 3. Assembling it all!
-
-```{python}
-from transformers import Pipeline
-
-
-def answer_with_rag(
-    question: str,
-    llm: Pipeline,
-    knowledge_index: FAISS,
-    reranker: Optional[RAGPretrainedModel] = None,
-    num_retrieved_docs: int = 30,
-    num_docs_final: int = 5,
-) -> Tuple[str, List[LangchainDocument]]:
-    # Gather documents with retriever
-    print("=> Retrieving documents...")
-    relevant_docs = knowledge_index.similarity_search(query=question, k=num_retrieved_docs)
-    relevant_docs = [doc.page_content for doc in relevant_docs]  # keep only the text
-
-    # Optionally rerank results
-    if reranker:
-        print("=> Reranking documents...")
-        relevant_docs = reranker.rerank(question, relevant_docs, k=num_docs_final)
-        relevant_docs = [doc["content"] for doc in relevant_docs]
-
-    relevant_docs = relevant_docs[:num_docs_final]
-
-    # Build the final prompt
-    context = "\nExtracted documents:\n"
-    context += "".join([f"Document {str(i)}:::\n" + doc for i, doc in enumerate(relevant_docs)])
-
-    final_prompt = RAG_PROMPT_TEMPLATE.format(question=question, context=context)
-
-    # Redact an answer
-    print("=> Generating answer...")
-    answer = llm(final_prompt)[0]["generated_text"]
-
-    return answer, relevant_docs
-```
-
-Let's see how our RAG pipeline answers a user query.
-
-```{python}
-question = "how to create a pipeline object?"
-
-answer, relevant_docs = answer_with_rag(
-    question, READER_LLM, KNOWLEDGE_VECTOR_DATABASE, reranker=RERANKER
-)
-```
-
-```{python}
-print("==================================Answer==================================")
-print(f"{answer}")
-print("==================================Source docs==================================")
-for i, doc in enumerate(relevant_docs):
-    print(f"Document {i}------------------------------------------------------------")
-    print(doc)
-```
-
-✅ We now have a fully functional, performant RAG sytem. That's it for today! Congratulations for making it to the end 🥳
-
-
-# To go further 🗺️
-
-This is not the end of the journey! You can try many steps to improve your RAG system. We recommend doing so in an iterative way: bring small changes to the system and see what improves performance.
-
-### Setting up an evaluation pipeline
-
-- 💬 "You cannot improve the model performance that you do not measure", said Gandhi... or at least Llama2 told me he said it. Anyway, you should absolutely start by measuring performance: this means building a small evaluation dataset, then monitor the performance of your RAG system on this evaluation dataset.
-
-### Improving the retriever
-
-🛠️ __You can use these options to tune the results:__
-
-- Tune the chunking method:
-    - Size of the chunks
-    - Method: split on different separators, use [semantic chunking](https://python.langchain.com/docs/modules/data_connection/document_transformers/semantic-chunker)...
-- Change the embedding model
-
-👷‍♀️ __More could be considered:__
-- Try another chunking method, like semantic chunking
-- Change the index used (here, FAISS)
-- Query expansion: reformulate the user query in slightly different ways to retrieve more documents.
-
-### Improving the reader
-
-🛠️ __Here you can try the following options to improve results:__
-- Tune the prompt
-- Switch reranking on/off
-- Choose a more powerful reader model
-
-💡 __Many options could be considered here to further improve the results:__
-- Compress the retrieved context to keep only the most relevant parts to answer the query.
-- Extend the RAG system to make it more user-friendly:
-    - cite source
-    - make conversational
-
diff --git a/src/notebooks/automatic_embedding.ipynb b/src/notebooks/automatic_embedding.ipynb
deleted file mode 100644
index 176b26789df38b7be056a14bbbad729e02e85be2..0000000000000000000000000000000000000000
--- a/src/notebooks/automatic_embedding.ipynb
+++ /dev/null
@@ -1,825 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "id": "5d9aca72-957a-4ee2-862f-e011b9cd3a62",
-   "metadata": {},
-   "source": [
-    "---\n",
-    "title: \"Inference Endpoints\"\n",
-    "---\n",
-    "\n",
-    "# How to use Inference Endpoints to Embed Documents\n",
-    "\n",
-    "_Authored by: [Derek Thomas](https://huggingface.co/derek-thomas)_\n",
-    "\n",
-    "## Goal\n",
-    "I have a dataset I want to embed for semantic search (or QA, or RAG), I want the easiest way to do embed this and put it in a new dataset.\n",
-    "\n",
-    "## Approach\n",
-    "I'm using a dataset from my favorite subreddit [r/bestofredditorupdates](https://www.reddit.com/r/bestofredditorupdates/). Because it has long entries, I will use the new [jinaai/jina-embeddings-v2-base-en](https://huggingface.co/jinaai/jina-embeddings-v2-base-en) since it has an 8k context length. I will deploy this using [Inference Endpoint](https://huggingface.co/inference-endpoints) to save time and money. To follow this tutorial, you will need to **have already added a payment method**. If you haven't, you can add one here in [billing](https://huggingface.co/docs/hub/billing#billing). To make it even easier, I'll make this fully API based.\n",
-    "\n",
-    "To make this MUCH faster I will use the [Text Embeddings Inference](https://github.com/huggingface/text-embeddings-inference) image. This has many benefits like:\n",
-    "- No model graph compilation step\n",
-    "- Small docker images and fast boot times. Get ready for true serverless!\n",
-    "- Token based dynamic batching\n",
-    "- Optimized transformers code for inference using Flash Attention, Candle and cuBLASLt\n",
-    "- Safetensors weight loading\n",
-    "- Production ready (distributed tracing with Open Telemetry, Prometheus metrics)\n",
-    "\n",
-    "![img](https://media.githubusercontent.com/media/huggingface/text-embeddings-inference/main/assets/bs1-tp.png)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "3c830114-dd88-45a9-81b9-78b0e3da7384",
-   "metadata": {},
-   "source": [
-    "## Requirements"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "35386f72-32cb-49fa-a108-3aa504e20429",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "!pip install -q aiohttp==3.8.3 datasets==2.14.6 pandas==1.5.3 requests==2.31.0 tqdm==4.66.1 huggingface-hub>=0.20"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "b6f72042-173d-4a72-ade1-9304b43b528d",
-   "metadata": {},
-   "source": [
-    "## Imports"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "e2beecdd-d033-4736-bd45-6754ec53b4ac",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "import asyncio\n",
-    "from getpass import getpass\n",
-    "import json\n",
-    "from pathlib import Path\n",
-    "import time\n",
-    "from typing import Optional\n",
-    "\n",
-    "from aiohttp import ClientSession, ClientTimeout\n",
-    "from datasets import load_dataset, Dataset, DatasetDict\n",
-    "from huggingface_hub import notebook_login, create_inference_endpoint, list_inference_endpoints, whoami\n",
-    "import numpy as np\n",
-    "import pandas as pd\n",
-    "import requests\n",
-    "from tqdm.auto import tqdm"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "5eece903-64ce-435d-a2fd-096c0ff650bf",
-   "metadata": {},
-   "source": [
-    "## Config\n",
-    "`DATASET_IN` is where your text data is\n",
-    "`DATASET_OUT` is where your embeddings will be stored\n",
-    "\n",
-    "Note I used 5 for the `MAX_WORKERS` since `jina-embeddings-v2` are quite memory hungry. "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "df2f79f0-9f28-46e6-9fc7-27e9537ff5be",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "DATASET_IN = 'derek-thomas/dataset-creator-reddit-bestofredditorupdates'\n",
-    "DATASET_OUT = \"processed-subset-bestofredditorupdates\"\n",
-    "ENDPOINT_NAME = \"boru-jina-embeddings-demo-ie\"\n",
-    "\n",
-    "MAX_WORKERS = 5  # This is for how many async workers you want. Choose based on the model and hardware \n",
-    "ROW_COUNT = 100  # Choose None to use all rows, Im using 100 just for a demo"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "1e680f3d-4900-46cc-8b49-bb6ba3e27e2b",
-   "metadata": {},
-   "source": [
-    "Hugging Face offers a number of GPUs that you can choose from a number of GPUs that you can choose in Inference Endpoints. Here they are in table form:\n",
-    "\n",
-    "| GPU                 | instanceType   | instanceSize | vRAM  |\n",
-    "|---------------------|----------------|--------------|-------|\n",
-    "| 1x Nvidia Tesla T4 | g4dn.xlarge | small | 16GB |\n",
-    "| 4x Nvidia Tesla T4 | g4dn.12xlarge | large | 64GB |\n",
-    "| 1x Nvidia A10G | g5.2xlarge | medium | 24GB |\n",
-    "| 4x Nvidia A10G | g5.12xlarge | xxlarge | 96GB |\n",
-    "| 1x Nvidia A100* | p4de | xlarge | 80GB |\n",
-    "| 2x Nvidia A100* | p4de | 2xlarge | 160GB |\n",
-    "\n",
-    "\\*Note that for A100s you might get a note to email us to get access."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "3c2106c1-2e5a-443a-9ea8-a3cd0e9c5a94",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "# GPU Choice\n",
-    "VENDOR=\"aws\"\n",
-    "REGION=\"us-east-1\"\n",
-    "INSTANCE_SIZE=\"medium\"\n",
-    "INSTANCE_TYPE=\"g5.2xlarge\""
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "0ca1140c-3fcc-4b99-9210-6da1505a27b7",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "ee80821056e147fa9cabf30f64dc85a8",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "VBox(children=(HTML(value='<center> <img\\nsrc=https://huggingface.co/front/assets/huggingface_logo-noborder.sv…"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "notebook_login()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "5f4ba0a8-0a6c-4705-a73b-7be09b889610",
-   "metadata": {},
-   "source": [
-    "Some users might have payment registered in an organization. This allows you to connect to an organization (that you are a member of) with a payment method.\n",
-    "\n",
-    "Leave it blank is you want to use your username."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "id": "88cdbd73-5923-4ae9-9940-b6be935f70fa",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "What is your Hugging Face 🤗 username or organization? (with an added payment method) ········\n"
-     ]
-    }
-   ],
-   "source": [
-    "who = whoami()\n",
-    "organization = getpass(prompt=\"What is your Hugging Face 🤗 username or organization? (with an added payment method)\")\n",
-    "\n",
-    "namespace = organization or who['name']"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "b972a719-2aed-4d2e-a24f-fae7776d5fa4",
-   "metadata": {},
-   "source": [
-    "## Get Dataset"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "id": "27835fa4-3a4f-44b1-a02a-5e31584a1bba",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "4041cedd3b3f4f8db3e29ec102f46a3a",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "Downloading readme:   0%|          | 0.00/1.73k [00:00<?, ?B/s]"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/plain": [
-       "Dataset({\n",
-       "    features: ['id', 'content', 'score', 'date_utc', 'title', 'flair', 'poster', 'permalink', 'new', 'updated'],\n",
-       "    num_rows: 10042\n",
-       "})"
-      ]
-     },
-     "execution_count": 7,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "dataset = load_dataset(DATASET_IN)\n",
-    "dataset['train']"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "id": "8846087e-4d0d-4c0e-8aeb-ea95d9e97126",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "(100,\n",
-       " {'id': '10004zw',\n",
-       "  'content': '[removed]',\n",
-       "  'score': 1,\n",
-       "  'date_utc': Timestamp('2022-12-31 18:16:22'),\n",
-       "  'title': 'To All BORU contributors, Thank you :)',\n",
-       "  'flair': 'CONCLUDED',\n",
-       "  'poster': 'IsItAcOnSeQuEnCe',\n",
-       "  'permalink': '/r/BestofRedditorUpdates/comments/10004zw/to_all_boru_contributors_thank_you/',\n",
-       "  'new': False,\n",
-       "  'updated': False})"
-      ]
-     },
-     "execution_count": 8,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "documents = dataset['train'].to_pandas().to_dict('records')[:ROW_COUNT]\n",
-    "len(documents), documents[0]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "93096cbc-81c6-4137-a283-6afb0f48fbb9",
-   "metadata": {},
-   "source": [
-    "# Inference Endpoints\n",
-    "## Create Inference Endpoint\n",
-    "We are going to use the [API](https://huggingface.co/docs/inference-endpoints/api_reference) to create an [Inference Endpoint](https://huggingface.co/inference-endpoints). This should provide a few main benefits:\n",
-    "- It's convenient (No clicking)\n",
-    "- It's repeatable (We have the code to run it easily)\n",
-    "- It's cheaper (No time spent waiting for it to load, and automatically shut it down)\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "id": "9e59de46-26b7-4bb9-bbad-8bba9931bde7",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "try:\n",
-    "    endpoint = create_inference_endpoint(\n",
-    "        ENDPOINT_NAME,\n",
-    "        repository=\"jinaai/jina-embeddings-v2-base-en\",\n",
-    "        revision=\"7302ac470bed880590f9344bfeee32ff8722d0e5\",\n",
-    "        task=\"sentence-embeddings\",\n",
-    "        framework=\"pytorch\",\n",
-    "        accelerator=\"gpu\",\n",
-    "        instance_size=INSTANCE_SIZE,\n",
-    "        instance_type=INSTANCE_TYPE,\n",
-    "        region=REGION,\n",
-    "        vendor=VENDOR,\n",
-    "        namespace=namespace,\n",
-    "        custom_image={\n",
-    "            \"health_route\": \"/health\",\n",
-    "            \"env\": {\n",
-    "                \"MAX_BATCH_TOKENS\": str(MAX_WORKERS * 2048),\n",
-    "                \"MAX_CONCURRENT_REQUESTS\": \"512\",\n",
-    "                \"MODEL_ID\": \"/repository\"\n",
-    "            },\n",
-    "            \"url\": \"ghcr.io/huggingface/text-embeddings-inference:0.5.0\",\n",
-    "        },\n",
-    "        type=\"protected\",\n",
-    "    )\n",
-    "except:\n",
-    "    endpoint = [ie for ie in list_inference_endpoints(namespace=namespace) if ie.name == ENDPOINT_NAME][0]\n",
-    "    print('Loaded endpoint')"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "0f2c97dc-34e8-49e9-b60e-f5b7366294c0",
-   "metadata": {},
-   "source": [
-    "There are a few design choices here:\n",
-    "- As discussed before we are using `jinaai/jina-embeddings-v2-base-en` as our model. \n",
-    "    - For reproducibility we are pinning it to a specific revision.\n",
-    "- If you are interested in more models, check out the supported list [here](https://huggingface.co/docs/text-embeddings-inference/supported_models). \n",
-    "    - Note that most embedding models are based on the BERT architecture.\n",
-    "- `MAX_BATCH_TOKENS` is chosen based on our number of workers and the context window of our embedding model.\n",
-    "- `type=\"protected\"` utilized the security from Inference Endpoints detailed here.\n",
-    "- I'm using **1x Nvidia A10** since `jina-embeddings-v2` is memory hungry (remember the 8k context length). \n",
-    "- You should consider further tuning `MAX_BATCH_TOKENS` and `MAX_CONCURRENT_REQUESTS` if you have high workloads\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "96d173b2-8980-4554-9039-c62843d3fc7d",
-   "metadata": {},
-   "source": [
-    "## Wait until it's running"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "id": "5f3a8bd2-753c-49a8-9452-899578beddc5",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "CPU times: user 48.1 ms, sys: 15.7 ms, total: 63.8 ms\n",
-      "Wall time: 52.6 s\n"
-     ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "InferenceEndpoint(name='boru-jina-embeddings-demo-ie', namespace='HF-test-lab', repository='jinaai/jina-embeddings-v2-base-en', status='running', url='https://k7l1xeok1jwnpbx5.us-east-1.aws.endpoints.huggingface.cloud')"
-      ]
-     },
-     "execution_count": 10,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "%%time\n",
-    "endpoint.wait()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "a906645e-60de-4eb6-b8b6-3ec98a9d9b00",
-   "metadata": {},
-   "source": [
-    "When we use `endpoint.client.post` we get a bytes string back. This is a little tedious because we need to convert this to an `np.array`, but it's just a couple quick lines in python."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "id": "e09253d5-70ff-4d0e-8888-0022ce0adf7b",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([-0.05630935, -0.03560849,  0.02789049,  0.02792823, -0.02800371,\n",
-       "       -0.01530391, -0.01863454, -0.0077982 ,  0.05374297,  0.03672185,\n",
-       "       -0.06114018, -0.06880157, -0.0093503 , -0.03174005, -0.03206085,\n",
-       "        0.0610647 ,  0.02243694,  0.03217408,  0.04181686,  0.00248854])"
-      ]
-     },
-     "execution_count": 12,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "response = endpoint.client.post(json={\"inputs\": 'This sound track was beautiful! It paints the senery in your mind so well I would recomend it even to people who hate vid. game music!', 'truncate': True}, task=\"feature-extraction\")\n",
-    "response = np.array(json.loads(response.decode()))\n",
-    "response[0][:20]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "0d024788-6e6e-4a8d-b192-36ee3dacca13",
-   "metadata": {},
-   "source": [
-    "You may have inputs that exceed the context. In such scenarios, it's up to you to handle them. In my case, I'd like to truncate rather than have an error. Let's test that it works."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "id": "a4a1cd15-dda3-4cfa-8bda-788d8c1b9e32",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "The length of the embedding_input is: 300000\n"
-     ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "array([-0.03088215, -0.0351537 ,  0.05749275,  0.00983467,  0.02108356,\n",
-       "        0.04539965,  0.06107162, -0.02536954,  0.03887688,  0.01998681,\n",
-       "       -0.05391388,  0.01529677, -0.1279156 ,  0.01653782, -0.01940958,\n",
-       "        0.0367411 ,  0.0031748 ,  0.04716022, -0.00713609, -0.00155313])"
-      ]
-     },
-     "execution_count": 13,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "embedding_input = 'This input will get multiplied' * 10000\n",
-    "print(f'The length of the embedding_input is: {len(embedding_input)}')\n",
-    "response = endpoint.client.post(json={\"inputs\": embedding_input, 'truncate': True}, task=\"feature-extraction\")\n",
-    "response = np.array(json.loads(response.decode()))\n",
-    "response[0][:20]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "f7186126-ef6a-47d0-b158-112810649cd9",
-   "metadata": {},
-   "source": [
-    "# Get Embeddings"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "1dadfd68-6d46-4ce8-a165-bfeb43b1f114",
-   "metadata": {},
-   "source": [
-    "Here I send a document, update it with the embedding, and return it. This happens in parallel with `MAX_WORKERS`."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "id": "ad3193fb-3def-42a8-968e-c63f2b864ca8",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "async def request(document, semaphore):\n",
-    "    # Semaphore guard\n",
-    "    async with semaphore:\n",
-    "        result = await endpoint.async_client.post(json={\"inputs\": document['content'], 'truncate': True}, task=\"feature-extraction\")\n",
-    "        result = np.array(json.loads(result.decode()))\n",
-    "        document['embedding'] = result[0]  # Assuming the API's output can be directly assigned\n",
-    "        return document\n",
-    "\n",
-    "async def main(documents):\n",
-    "    # Semaphore to limit concurrent requests. Adjust the number as needed.\n",
-    "    semaphore = asyncio.BoundedSemaphore(MAX_WORKERS)\n",
-    "\n",
-    "    # Creating a list of tasks\n",
-    "    tasks = [request(document, semaphore) for document in documents]\n",
-    "    \n",
-    "    # Using tqdm to show progress. It's been integrated into the async loop.\n",
-    "    for f in tqdm(asyncio.as_completed(tasks), total=len(documents)):\n",
-    "        await f"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "id": "ec4983af-65eb-4841-808a-3738fb4d682d",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "48a2affdee8d46f3b0c1f691eaac4b89",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "  0%|          | 0/100 [00:00<?, ?it/s]"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Embeddings = 100 documents = 100\n",
-      "0 min 21.33 sec\n"
-     ]
-    }
-   ],
-   "source": [
-    "start = time.perf_counter()\n",
-    "\n",
-    "# Get embeddings\n",
-    "await main(documents)\n",
-    "\n",
-    "# Make sure we got it all\n",
-    "count = 0\n",
-    "for document in documents:\n",
-    "    if 'embedding' in document.keys() and len(document['embedding']) == 768:\n",
-    "        count += 1\n",
-    "print(f'Embeddings = {count} documents = {len(documents)}')\n",
-    "\n",
-    "            \n",
-    "# Print elapsed time\n",
-    "elapsed_time = time.perf_counter() - start\n",
-    "minutes, seconds = divmod(elapsed_time, 60)\n",
-    "print(f\"{int(minutes)} min {seconds:.2f} sec\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "bab97c7b-7bac-4bf5-9752-b528294dadc7",
-   "metadata": {},
-   "source": [
-    "## Pause Inference Endpoint\n",
-    "Now that we have finished, let's pause the endpoint so we don't incur any extra charges, this will also allow us to analyze the cost."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "id": "540a0978-7670-4ce3-95c1-3823cc113b85",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Endpoint Status: paused\n"
-     ]
-    }
-   ],
-   "source": [
-    "endpoint = endpoint.pause()\n",
-    "\n",
-    "print(f\"Endpoint Status: {endpoint.status}\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "45ad65b7-3da2-4113-9b95-8fb4e21ae793",
-   "metadata": {},
-   "source": [
-    "# Push updated dataset to Hub\n",
-    "We now have our documents updated with the embeddings we wanted. First we need to convert it back to a `Dataset` format. I find it easiest to go from list of dicts -> `pd.DataFrame` -> `Dataset`"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "id": "9bb993f8-d624-4192-9626-8e9ed9888a1b",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "df = pd.DataFrame(documents)\n",
-    "dd = DatasetDict({'train': Dataset.from_pandas(df)})"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "129760c8-cae1-4b1e-8216-f5152df8c536",
-   "metadata": {},
-   "source": [
-    "I'm uploading it to the user's account by default (as opposed to uploading to an organization) but feel free to push to wherever you want by setting the user in the `repo_id` or in the config by setting `DATASET_OUT`"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "id": "f48e7c55-d5b7-4ed6-8516-272ae38716b1",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "d3af2e864770481db5adc3968500b5d3",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "Pushing dataset shards to the dataset hub:   0%|          | 0/1 [00:00<?, ?it/s]"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "4e063c42d8f4490c939bc64e626b507a",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "Downloading metadata:   0%|          | 0.00/823 [00:00<?, ?B/s]"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "dd.push_to_hub(repo_id=DATASET_OUT)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "id": "85ea2244-a4c6-4f04-b187-965a2fc356a8",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Dataset is at https://huggingface.co/datasets/derek-thomas/processed-subset-bestofredditorupdates\n"
-     ]
-    }
-   ],
-   "source": [
-    "print(f'Dataset is at https://huggingface.co/datasets/{who[\"name\"]}/{DATASET_OUT}')"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "41abea64-379d-49de-8d9a-355c2f4ce1ac",
-   "metadata": {},
-   "source": [
-    "# Analyze Usage\n",
-    "1. Go to your `dashboard_url` printed below\n",
-    "1. Click on the Usage & Cost tab\n",
-    "1. See how much you have spent"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 20,
-   "id": "16815445-3079-43da-b14e-b54176a07a62",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "https://ui.endpoints.huggingface.co/HF-test-lab/endpoints/boru-jina-embeddings-demo-ie\n"
-     ]
-    }
-   ],
-   "source": [
-    "dashboard_url = f'https://ui.endpoints.huggingface.co/{namespace}/endpoints/{ENDPOINT_NAME}'\n",
-    "print(dashboard_url)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 21,
-   "id": "81096c6f-d12f-4781-84ec-9066cfa465b3",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Hit enter to continue with the notebook \n"
-     ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "''"
-      ]
-     },
-     "execution_count": 21,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "input(\"Hit enter to continue with the notebook\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "847d524e-9aa6-4a6f-a275-8a552e289818",
-   "metadata": {},
-   "source": [
-    "We can see that it only took `$0.04` to pay for this!\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "b953d5be-2494-4ff8-be42-9daf00c99c41",
-   "metadata": {},
-   "source": [
-    "\n",
-    "# Delete Endpoint\n",
-    "Now that we are done, we don't need our endpoint anymore. We can delete our endpoint programmatically. \n",
-    "\n",
-    "![Cost](https://huggingface.co/datasets/huggingface/cookbook-images/resolve/main/automatic_embedding_tei_inference_endpoints.png)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 22,
-   "id": "c310c0f3-6f12-4d5c-838b-3a4c1f2e54ad",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Endpoint deleted successfully\n"
-     ]
-    }
-   ],
-   "source": [
-    "endpoint = endpoint.delete()\n",
-    "\n",
-    "if not endpoint:\n",
-    "    print('Endpoint deleted successfully')\n",
-    "else:\n",
-    "    print('Delete Endpoint in manually') "
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.10.8"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/src/notebooks/faiss.ipynb b/src/notebooks/faiss.ipynb
deleted file mode 100644
index e01ec47253c379186894cdc25874c88869f7a27f..0000000000000000000000000000000000000000
--- a/src/notebooks/faiss.ipynb
+++ /dev/null
@@ -1,580 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "q3n0GCRvMXNc"
-   },
-   "source": [
-    "---\n",
-    "title: \"Similarity Search\"\n",
-    "---\n",
-    "\n",
-    "# Embedding multimodal data for similarity search using 🤗 transformers, 🤗 datasets and FAISS\n",
-    "\n",
-    "_Authored by: [Merve Noyan](https://huggingface.co/merve)_\n",
-    "\n",
-    "Embeddings are semantically meaningful compressions of information. They can be used to do similarity search, zero-shot classification or simply train a new model. Use cases for similarity search include searching for similar products in e-commerce, content search in social media and more.\n",
-    "This notebook walks you through using 🤗transformers, 🤗datasets and FAISS to create and index embeddings from a feature extraction model to later use them for similarity search.\n",
-    "Let's install necessary libraries."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "Gqmxny3tNASX"
-   },
-   "outputs": [],
-   "source": [
-    "!pip install -q datasets faiss-gpu transformers sentencepiece"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "X4z-2K6MM4yW"
-   },
-   "source": [
-    "For this tutorial, we will use [CLIP model](https://huggingface.co/openai/clip-vit-base-patch16) to extract the features. CLIP is a revolutionary model that introduced joint training of a text encoder and an image encoder to connect two modalities."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "5WY6waypNCjT"
-   },
-   "outputs": [],
-   "source": [
-    "import torch\n",
-    "from PIL import Image\n",
-    "from transformers import AutoImageProcessor, AutoModel, AutoTokenizer\n",
-    "import faiss\n",
-    "import numpy as np\n",
-    "\n",
-    "device = torch.device('cuda' if torch.cuda.is_available() else \"cpu\")\n",
-    "\n",
-    "model = AutoModel.from_pretrained(\"openai/clip-vit-base-patch16\").to(device)\n",
-    "processor = AutoImageProcessor.from_pretrained(\"openai/clip-vit-base-patch16\")\n",
-    "tokenizer = AutoTokenizer.from_pretrained(\"openai/clip-vit-base-patch16\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "_jBbLzJUSOwQ"
-   },
-   "source": [
-    "Load the dataset. To keep this notebook light, we will use a small captioning dataset, [jmhessel/newyorker_caption_contest](https://huggingface.co/datasets/jmhessel/newyorker_caption_contest)."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "wMxvOhkA0l-k"
-   },
-   "outputs": [],
-   "source": [
-    "from datasets import load_dataset\n",
-    "\n",
-    "ds = load_dataset(\"jmhessel/newyorker_caption_contest\", \"explanation\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "_hbosSHI10zy"
-   },
-   "source": [
-    "See an example."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 305
-    },
-    "id": "5gpAhbAcMrm7",
-    "outputId": "682033f9-da37-4cae-e1bc-4a5fbbb7f2fa"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<PIL.JpegImagePlugin.JpegImageFile image mode=L size=400x288>"
-      ]
-     },
-     "execution_count": 4,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ds[\"train\"][0][\"image\"]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 35
-    },
-    "id": "FOxmdk-HM7L6",
-    "outputId": "ff7c2ca8-0c6a-49d0-cfd6-4be775e012a1"
-   },
-   "outputs": [
-    {
-     "data": {
-      "application/vnd.google.colaboratory.intrinsic+json": {
-       "type": "string"
-      },
-      "text/plain": [
-       "'Two women are looking out a window. There is snow outside, and there is a snowman with human arms.'"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "ds[\"train\"][0][\"image_description\"]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "Ri187NrFNMaF"
-   },
-   "source": [
-    "We don't have to write any function to embed examples or create an index. 🤗 datasets library's FAISS integration abstracts these processes. We can simply use `map` method of the dataset to create a new column with the embeddings for each example like below. Let's create one for text features on the prompt column."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "xB0EfabiBHgR"
-   },
-   "outputs": [],
-   "source": [
-    "dataset = ds[\"train\"]\n",
-    "ds_with_embeddings = dataset.map(lambda example:\n",
-    "                                {'embeddings': model.get_text_features(\n",
-    "                                    **tokenizer([example[\"image_description\"]],\n",
-    "                                                truncation=True, return_tensors=\"pt\")\n",
-    "                                    .to(\"cuda\"))[0].detach().cpu().numpy()})\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "iUWvvRB3DJwy"
-   },
-   "outputs": [],
-   "source": [
-    "ds_with_embeddings.add_faiss_index(column='embeddings')"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "qZcZNgSpCH5e"
-   },
-   "source": [
-    "We can do the same and get the image embeddings."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "AwXh-WlZB6q-"
-   },
-   "outputs": [],
-   "source": [
-    "ds_with_embeddings = ds_with_embeddings.map(lambda example:\n",
-    "                                          {'image_embeddings': model.get_image_features(\n",
-    "                                              **processor([example[\"image\"]], return_tensors=\"pt\")\n",
-    "                                              .to(\"cuda\"))[0].detach().cpu().numpy()})\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "s9OX--PsDMNE"
-   },
-   "outputs": [],
-   "source": [
-    "ds_with_embeddings.add_faiss_index(column='image_embeddings')"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "1BS3TvQO5GGJ"
-   },
-   "source": [
-    "## Querying the data with text prompts"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "pxx9fTf83xgE"
-   },
-   "source": [
-    "We can now query the dataset with text or image to get similar items from it."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "2UQQyXAbNKGa"
-   },
-   "outputs": [],
-   "source": [
-    "prmt = \"a snowy day\"\n",
-    "prmt_embedding = model.get_text_features(**tokenizer([prmt], return_tensors=\"pt\", truncation=True).to(\"cuda\"))[0].detach().cpu().numpy()\n",
-    "scores, retrieved_examples = ds_with_embeddings.get_nearest_examples('embeddings', prmt_embedding, k=1)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 190
-    },
-    "id": "O5bkNf4M3_Nt",
-    "outputId": "b56009fe-dc99-4cc3-84e5-559fb3625d30"
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "['A man is in the snow. A boy with a huge snow shovel is there too. They are outside a house.']\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<PIL.Image.Image image mode=L size=200x155>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "def downscale_images(image):\n",
-    "  width = 200\n",
-    "  ratio = (width / float(image.size[0]))\n",
-    "  height = int((float(image.size[1]) * float(ratio)))\n",
-    "  img = image.resize((width, height), Image.Resampling.LANCZOS)\n",
-    "  return img\n",
-    "\n",
-    "images = [downscale_images(image) for image in retrieved_examples[\"image\"]]\n",
-    "# see the closest text and image\n",
-    "print(retrieved_examples[\"image_description\"])\n",
-    "display(images[0])\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "ufn0oqPx5DUR"
-   },
-   "source": [
-    "## Querying the data with image prompts"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "R6fNviJ28fns"
-   },
-   "source": [
-    "Image similarity inference is similar, where you just call `get_image_features`."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 217
-    },
-    "id": "t1BGXpT659Px",
-    "outputId": "53478699-5753-4946-90d6-0aa8b76694a6"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<PIL.Image.Image image mode=RGB size=200x200>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "import requests\n",
-    "# image of a beaver\n",
-    "url = \"https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/transformers/beaver.png\"\n",
-    "image = Image.open(requests.get(url, stream=True).raw)\n",
-    "display(downscale_images(image))"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "3kmz4g1v6SJ_"
-   },
-   "source": [
-    "Search for the similar image."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "qWf-G_Iz4RcD"
-   },
-   "outputs": [],
-   "source": [
-    "img_embedding = model.get_image_features(**processor([image], return_tensors=\"pt\", truncation=True).to(\"cuda\"))[0].detach().cpu().numpy()\n",
-    "scores, retrieved_examples = ds_with_embeddings.get_nearest_examples('image_embeddings', img_embedding, k=1)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "iFGNp5hp6VsV"
-   },
-   "source": [
-    "Display the most similar image to the beaver image."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 197
-    },
-    "id": "Pq7IR86k54kP",
-    "outputId": "fa620b08-4435-4929-f67f-32b3f8f46b70"
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "['Salmon swim upstream but they see a grizzly bear and are in shock. The bear has a smug look on his face when he sees the salmon.']\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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1BgIBTPzY2Fir1To+PnY6nQ6HIxAIWCyWTqfT6/U6nU48HscHT6VSyWQSdfvZZ59VKpVf//VfX19fj8ViIyMj7XY7FAotLS09ffqUoy9MDEkfbLc4cvF4nAPj9Xrr9Xqr1eIh3W633W7nD8lLOZ3OZrP50UcfxWKxZrN58+bNaDTKjnCWnjx5srq6enZ21mw2FxYWsJjFYjGXyzWbTVx4NKjP52u325VKBS8e10KoDGJVi8Xicrn44cjIiNvtlsmpmM1mcpvixbAXvV6v3+8T17y4YV+5qcIfJJAkSBQGBTOP0hYa6P/NZTRewk9sNpvNZrPVajUaDaSn0+mQ5ep2u7VabWxs7MaNG+KlxEVKczAYIFK5XA7HAjXO+SPJQp6wWCxi009PT71eL8GK2Wze2dm5cuXKu+++K0kS74sVttlsWI3Dw8N8Pm+z2fjGv/iLv7BYLL/xG79x5cqVbDbLOgSDwZOTE5LgHE7hEpHXLZfLTqfTYrEMDw8Xi8W9vb1f+7VfGxkZefG9jFej0Tg6OpIkifTyzZs3OcPc/MGDBy+//PKjR4/Gx8dHRkawJ4VCoVwut1otEZjbbLahoaFcLoesDwYDDgm7IJ6T1NdgMDCbzV9qrIODg3Q6bbFYEHnuhQZCu0q6hyGEXcRTrVZLVGnYbLImYksURREZFFW/iOyEnyjEVIi1EE1+KJK5l94HwWIjCWOtVqvFYrHZbCJ97HK5PB6Pqqqnp6elUglFiJgqijIyMhKJRGw2G+rz/yrcz549297evnXrViwW4zkrlcru7u7R0VGj0fg3/+bfiEBYPLzJZCJGdjqdrVZre3v79u3by8vLwn/gkUgN8uLVarVcLne7XZ/P5/V6T05OLBaLxWIxmUz4YehyY4qcbRKpBBFm8RlJknZ2djY3N1966SWv18vHHjx4cPv27fv371+/ft1isTx58mR5eblSqdRqNZQCmzs2NiZJUi6Xs1gsKCdND2IsFotQbIFAgFcgDPf7/V/KF0LKNqMwJT3DK+vFCuPhMGbGer0eOkPImdDhmGTEGQfTYrGwi3a7XbicWDRh5hA78mdoApEYFAKHn+d2u4WkSpKElsb5Q9wJglRVrVarIsjFrWw2m3t7e/v7++Fw2Ol0BgKBaDTKHwrdU61Wq9WqpmmVSqVUKp2enkYikZ2dnfX1dVaGxTWZTBMTE+T8RK1CPJVI/Pj9/n/1r/6VeGbhAtvtdnwDpCEUCvn9fh6y3W6Pj4+zsE6nU+gzjoGImbCPuCXC7nMmkdrh4eFXX321Xq9zAtmmZrMpy7LX6yV/RtDWbDY7nc7+/v78/HwsFgsGg+fn55LBQPFeNpvN6/WiZd1ut8/nQ4nIstxut1utlvxiyP3/48V7kpdDOHgmVod1wRep1WrNZpNYF2lDfLHlSI9QThw+Va/Uip+LAJgvknSjKVIy4gOoN6Rc0tUw4tjv9x0ORygUwv1sNpu8C1YbNdxut0kqUjlgHd1uN/p+YWGBlEqn0yGXjaeI/0EsgiMvpEq4vS6XCwHVRHbRbBZGgxjNZrO5XK5f5X6Iy2gc+DA5s1arde/ePZPJlEwmy+XyG2+80W63JUnqdDqrq6v1ep14QlXVcDi8trY2NTX1B3/wB6zk8fFxvV5HC0h6hOd2u8llSpJEslMIer/fN4u6tPR8bVzYLG6Elpb1crqk+xOsmji7fAHBJ/ZFJIsPDw8vLi46nQ5BaaPRyGaz+XyefI9IsnFzn89HUs3pdAqHT9aBFZLB0xLOO4ZJWGTjo4p41mhbEVkWDgk25vrICprNZofDYbfbUbQcFVQsr4Z2XFxc7PV6JESKxSLQDHFD9Eev16tUKviyZIwsFgtqplqtHhwc9Hq9UCik6TkzxIiTxreToeB95edri+ISiV++UVXVYrFYr9fHxsbC4fDo6GilUonFYrFYrNVqeTyebrfrcrnILyiKMj8/XywWY7HY2dlZsVjkFYTQUHf5MqWnC7EQNdmAB+EFZWMKR1wkzdgntAs6g0sy+D0vhuucVExysVjc39+nQoyKwj+QJMlut9vtdrwicci4Q6PRoG7q8XgcDkckEvH7/SMjIz6f7585rP//uRDHTqeDueHhJUlCJW9tbc3MzAQCgRf/MJvNFgoFu91ONCM0usVi2dvbS6VS1CHIxQeDQVkvanW7XU3TgFGwtfLz1SdjpEwIifrHzmLv+v1+q9WiIKsoit1ux/lhoweGq1qtgjAYHh7++te/3ul00ul0Pp93u92hUCifz6NZnU4nUBHhpUiGoy6LuJ1fIGRGH1mSpO3t7ePjY8wEZ4iMMAZFFDUlXQ/z82KxuLa2dnBwMDw8PDEx0e/36/U6x9RsNqvPVxLEJZIxkiTh8+E2aZqWz+fv3r07Nzdn/LwxQhHvZjwn4i0kSWq32+Vy2Ww2Y9RQ6cLzxUA7nU6xUsJ7Y03ARzQajU6nQy6AOJqwmg9j7EDOSJIkoC/YEQTFYrF89tlnyWSSNDJun/CLMejhcFisAyec7Rcur2ZI2/It4lfGMIsblstlBEvooY2NjUQiMTIyYrVaw+Gwz+fDbrDaOAZ//dd//c1vfhONgLqSZfnk5AQ/weFwTE1N8VdCsFjwL0Wi2+22221FUVAel04nfrTAsvE+whmSdBvEz0lB7ezsrK2tNZvNUCjEAjUaDUm3xMZwjz83CiXOPo6F8Mf5eblc3t/fn5ycjMfjaPtwOByPx8XTvpiPMAouDylsHxuAJTo9PUWtDgaDoaGhxcXFYDDodrsRBWwiwmGz2dA05XJ5c3MTSBn1JWpwnU5HlNvFqcBSqKpKxULWQQGKonS7Xayqx+Nh51qt1mAwaDab2FPwdJLuvnDwRMSHlPArUTzlA5oBpyUWX1EUtGav1+N98/l8tVolhxwMBr1eL2UPq9X6X//rf71z585LL71EBMoX1et1Ug+EfkKUhVTxdoqiyBcXF//0T//k8/ko3RAfhUIhoTxeNHaXJE/VS8J7e3vPnj1rNptOp3NoaAg4h/CgjeZZaAVhB/kWkgUkl/G1haImx1Mqlcg2+f3+bDY7PDw8NzdntVpJUX7lQ754tVqts7OzdDpN5mYwGFC5UxSFUqmmaV6v97vf/a7wwSXdCLJwvV6PbOfIyMj4+Pjw8DAoDGG/JENUKPZY0kM2BK5cLh8eHrINoVAoEol4PB5JkiqVCk5PpVJxuVyAIIwH5jmLY1DJKCrASx6Px+fzCRXIB0wmU7PZLJfLfr8fv0LTtGazWSwWk8kkGVqHw2EymYaGhn7xi1+8+eab8/PzwmNDuwsv6JIYCDXx5eOhQkQoh0flcrnwk8R+o2yazSaOrRBVROr09PTv/u7vAoHA9PS01Wrl4F4KC2QdNCzr8bx4DmF0iKfQDeh/9lXknyTdvvDYFxcXYFE0TZucnJyenkZrGqMKwiJklEUHKUQZVMBCMBlEhRaL5eTkxOl0fuMb36AGwrOpOjQK1Z7NZs/PzzGv4XA4FouRM1MNxVPhWhirFKCSJEl69uwZ64CmcblcgUAATSCCp0uGRjLYfdUAKDLucbFYTKVSdrudJLjRSvIZCl/RaFRkNTVNowpUq9U4wycnJ+12OxwOT01NgV3jPAjbJcT6kv35UrC63a6k12R+lWbiwo8joyjCxmw2++jRo8ePHweDwTt37gjp1vRcgFB4IkaT9LjMKKAiuSI+b1TpxngHf4JHErZ7MBhkMplOpwMcxel0drtd6m4sEzdH51On4ufGFxTKhlc7OzvrdrvRaPS1117zeDxIAL/NZDJerxfNSvE/n8+LINzr9ZI5FEtaqVSomiPB1Wq12+3Ozs7yLZqedWPjXS7X8PAw+kbVQURGzSRJEpZXCKjIM8s6oJIvLZVKkUjEmErllc1mc6FQKBQKo6OjLpcLfwNNXKvVSqWS1WodGhrqdDq7u7unp6ck6paXl/1+P1ssnkect8uCtb6+Di5bZBAQC5S2UBIYHY/Ho+nBp9VqXV9f/9nPfjY6Ojo9PY2aNZ4kbiI9H/xLz5sGY0ZAxKFGmyKUnPhb401kQ3IVt6/f7wP0I+hFBeIhGYVM6B7p+aqIMF6aplHBoMTxzjvvDA8Po7oURdna2qpUKkNDQ8PDw4FAwGw2I8fpdBogDcgZTdPwLqgvyYaaQblcps0E50aWZVD/ArDgdruHh4fJXRkFi7Vqt9sbGxvdbpc+AKCLxrBf0q3Vi841zwBy+PT01OPxhMNhFhNbD76jWq36/f7x8XFZls/Ozp49e5ZOp6PR6JUrVwCRYgdEfl++dKmGJKEw/8KOtlot1IDFYgERzwtYLJbDw8P/+B//4+uvv766uop7btwezZA9kg2dM+L9+Ywx7EKwFEMvg3H7xXoZTafQxsZDY0Qbi+MhfFv1+YQcqlrYCPGQQqBlvYI+Nze3sLCAq47xLRaLjUaD5Jbb7fb7/RaLpV6vV6tVHDiPx8Pu8u34KKwzjny5XM5ms2azeXZ2dmxsTFXVUqlEjoCkHbKL7yxCMPHkvV4vl8vRPBIKhcbGxuTnm5QuOWHGZRR+WzqdfvjwoaIoKysrqDd0c71exwiEw+FQKGS1Wsvl8vb2NpD08fHx8fFxo7tCFCKM9S9XUHr+ajQaFxcXIyMjAh2l6WEamKEf//jHoVCI0ymMCEIjtDqbagxP5K8q4Gh6YtDoMQixM66O8VeqoTVK3ERYT3FyEC9EVpwZYaTEAxhvpejAL1n+0lUgjyDL8vT09OTkpDAovGOj0SApDyxpaGioWCyenJx0u12yrMJbJfOp6lVO6qqVSgWXaGlpaXh4WFVVAOlEiJSBPR4POX0SGRgjsZG1Wg0I/PDwMIJodH0uXUatz/1//vOf//CHP7xx40YgEJiZmaESylG/5K45HI5WqwWqp9PpzM7OYrJRt5IkkVuQhVIRCpMeG03T2u32+fk5qMjx8fFoNOpwOMjWP3r06H//7/+9srKysrJCgenSURDqYaDDC/t6S5mshwKX3lZIicgvGO9plDDxeaHqxU1YDrfb7Xa7a7Vaq9Uyfq+mg/VkA9LrkiQZXW/js2EZASnY7fY7d+5gvH7pUsgyHgX+kyzLjUaDdaCsy/lEvp1OpxAvAQIuFAoXFxcej2d5eZlegXq9Tr6euNXlciWTSUmSJiYmwJMJX0XSI75UKhUOhzVNAzzyq9ZZvLiml8s2NjZOT0+Btdnt9rm5OerKsizXarWzszNZlkEIooZlWUazut1uIi0CLMTLbrd/mUNDpRNAiR4vRUdnO53OXq8XjUbHx8cfP3784x//eHl52efzcZqRA5w4ce4VQ2eSSHppetxnlAbjGTKbzWSwkHrhsxvTXbyDkAaj/WIpCdElSaIEhqyIfKysQ240A1hDM/ihmt6pgeUSR5/7eDyei4sLTdNu3rwJcMUou4pe70LfFwoFElTcVuTEBzqAyev1mkwmrCeLls/ni8Xi6OgoaRSKRaVSiToxYUE2mzWZTIlEAmy7WEPhoR4fH3c6ndHRUQB64gOtVgu0nPp8yVWWZRxEQPdUu71eL1lx1E0ymaSbazAYuN1unD9FUfCUUNVC5Q8GA9m4xKxdV7+wnYqiRCIRHDq32/2f/tN/olSOqy78WSG2Rm/RuHli6UUsJhuCVUVPoBv9fSGLL+oVSXdZjEZW+HNEfyYdGq8oCnlgASEUWtCorcWX8r/iDIjUriRJ5GLy+Xy5XJ6amlpaWiI2NGoCIWH9fl9E7+hXnFF8WQylz+cjv1CpVCqVCn8I0HliYmJ8fFySJHB21WqV/QbSfXJy4nK55ufnkVRxYKiXkywYGhoivU4MDsqSCMzn8xk1t6Zp6XS63W6fnZ05nc5IJIIq9Xq9Q0ND7EsqlWo0GiAcJUkaHR0VuRKq9ZhF9kUWfqtxXS7pT5G9+PnPf37v3r07d+4IRcoF5ENslWRIsSANIu/AqRIAds0Q3BndMkXvKzKKJk9sdI9kQxAkGbx7WZZBxhl/KG5OQk68gigGCKEXqxGNRk0mU61WEwVTo4YWOLZbt265XC78BBFYGN+LFeh2u+TJyPO1221wB2az2e/304ddLper1SotCajG+fn5oaEhTAdpCzbV6/VS2p+amiKJKlZMUZRWq3V0dEQrTiQSQXUpitJsNnGPkBgB/ZN0r1pRlPPzc5PJFI/HSUY6HI7h4WEqAZlMJp/PT05OArGcmpqS9Z48IjzOj8lkei7BdckwiYtVPj4+/qu/+qvx8XERnap66zdKBfslpNhod8StLqU9JIOlF7sr5JKqhaa3WUqGUhSJKCFY4s+FGFEvNx4SWQ8nqe4JfcxvhcoRTidqGGIFCsZGtcQNrVZrsVgsl8vf/va3nU5nrVbj8+IzqqriJzkcjlqtlsvlxsbGRkdH0WeDwYCQs9lsKori9/u9Xi9QfVz1er1eLpeDwWAikaAJDL+ettJYLNbpdJ49e+Z0OhcXF2VD5VdRFL6u2Wyqqjo8PDwyMiJMxNHRUalU8vv9Q0NDqBkWWfiINFCMj48jW2azORgM0siazWaz2ez8/DzN3HNzcyKQFG9tMplkCuxfKU9CznjKTz755P79+6+88oosy6hfXDHMtjDw0vN2QVgr9fkKNyUjYbzQYWgFI75HyKXQXvyhRe/PNmo7o2ChQYV9NEqwqqpoIJE5G+gsFYqO3xJuPikxDKh4C5DH2Fag4qVSKRqN+v3+mZkZMl5Codbr9UKhwHt1Op2zszObzba8vDw0NIT7T2xPPcBms5EYwzJyYilkTU5OAq2hLFOtVi0WSzgc9nq9R0dHFxcXi4uLeF2ynibtdrvlcrlQKHS7Xa/XOzY2RgLdYrEAxvd4PPhSQrNKkgRSb39/X1VVurBYnOHhYaAZqVQqm80uLy9DKbC8vMyCGB0e+aOPPhoeHiZHJRQJeyD2AxX653/+591ud3l5mdKEUBICfSVWXzIgakh9CYGT9MjIrFNTSJJEZRf9J3SheMpLSl4IE99rMjSyCukxWlLjgRGurmjtkp9P/BitqqbzGsh63kvTS28iINU0jYRTp9Ohk3tubu7WrVs0GAr/FTwFysNsNheLRbrW6KpFd7ZaLXwsl8tFhqLValWrVUxMv99Pp9PDw8Ozs7P4joVCgeqe3+8Ph8Plcnlvb298fDwUCkkGb5Xem1wuV6/XnU7n6Oio3W4neqBYSS9GIBBwOBzGDH6v19ve3lYUJRgM4lRJkkQHtizLe3t7rVbrypUrzWZzY2NjeXkZoOwvMzWtVgvwAiGuoveFCnUiZOsv//IvoRkCTyh8CCFYkiHPK/SK+LdRtmRDVlO4ICJJKxuST/xKZOFFskDE7UKwREQm6W6WgDFqLzhhuFnoeSHEAwOSR2hBkbUXdsR46kShAuObzWZzuZzD4ZiYmLh+/brP5xPBtbB6YpPS6XS1Wp2dnZ2ZmUFAO53O6elpt9udnp4W8KxarVapVEgK5PP5fr8/Pz/PnUFOQ2oCrvri4oI2Wh6SrkZwrdRwzGbz6OgoFDdkz4+Pj4FXuFwuYNNC18qyvLOz43Q6vV5vsVjkfSk2dLvd7e1tu92+sLAA6m5lZYWF+tIPNi66rCN4ZEP9XKzj//pf/8vn8wUCAT4gvGzwbgJ1I6yP+HP1+eK8uIxeuapzIQmdJ6xeX28W0gwVHgFCIoAXmkzcVoiaENNLstXpdOr1+kBvKNIM8aB4Tr7CYuDAEIKF0RSQGCSMFB0tQ5hF2tjD4bCkO1X9fh/PnU/u7u6aTKbr16+PjIxwLNPp9PHxcSAQmJ+fB4oOvEfwTFUqFVprJEnqdrulUqlarSIxQGKExeh2uxcXF4FAAHVSKBRyuZymaZFIBEOMS3N4eKhp2tjYGPV44x4pirK+vj4+Pu5wOOr1OkHu6OgoWZKdnZ1IJDIxMVEoFA4ODlZXV4VFkhuNRrFYpKGbjZReuJCMP/3TP/V4PCg2WU8cKIoi/pCEjdGnvmR3NUOPhvghcsCain+I32JeAW2qhryLkHisldvtxuYqz5e6xWMI9Iv4LfIkWjZEoVp73tcU9xTlJnFUNB3TLBliZCHTdHVCEWCz2UZHRycmJow2FPEaDAanp6d7e3ujo6O3bt1iaweDwc7ODo38ExMTAppBiyVPG4lEXC4Xj1StVsFX4XIJ1w3pPzs7w0knkshkMvw5cSgH+OTkpNVqzc3NyYaao7CJOzs78/PzVqsVBLbf7+cUnZ6eJpPJxcXFQCBwdHRULpevX7/+JVVEpVJZW1tTFEV004IUxdCIoN1qtX7wwQepVIpIQQiWLMs47wKRLayVZKjyil0R+yTpDrL4t/b8JYSAvxJ5NePGixS/oP75Ss9J1S9+InIfqBwhdiLXcOlcCYuvGHAsfFg1IDiEEdF0VIKip/IBGoBBnZmZmZyc1PR8Jpq4Vqs9fvy4Vqu98sor4XAYAGC1Wn3y5InJZELgCDjoDCNMQ2FrenSFNhoaGhoaGiJ3LXyJk5OTUChEBqvRaFAERG/xInBSZDKZ5eVlHHzFkNNGOS0vLwtHXNNxA2tra263G0rEjY0NGIf6/f5zplAk7mhBFl6OJEl+v39jY2N7e3t2dpbY2KTT0ZC9EBkB8Q+jThJbIpZeaFqhPyRDytSo6oQ3g4IREZwQIP7tcrmIh1VDZk58kfp8DUcoHkl3rfp6Z5UxOSIuRe+yFMeDANaoXyW9nIX5Axdv9PlqtdrQ0ND5+fk3v/nNoaEhzeC3sW6ZTGZzczMSiUDIxqbu7+9vbW3dvn2brDfeYafTIXjUDAnIVqtFAAjfmFhY9Nbx8XEkEiEbAkcDZFd+v59nsFqt+Xz+8PBwYWGBtJwIFcEcVCqV1dVVo4Y2m82pVCqdTl+9epVVevz4MQXEX26M8HheXFYE6MGDB0+fPqWtUdLzCEarjFUSqksIimTwWsSvxL/FVxu/TjZcQgj4x0BvfhTwZXF/ESdeUo2SIeITEYNmCE36equWZuALuaS6THojrnDXhMITn8cC4mKHQiGzzgkg6Tlxr9eLPnjppZfQCkK8VFUlRf706dNarXbt2jUKzzabrVAofPTRR7du3YpGo0LXGj1IIUCNRqNQKHQ6HeA04lcEkgcHB+Pj4/SitVotMqUjIyOhUIi3tlgslUrl2bNnS0tLfr9fYPV4eMpKxkwk3w7/JesPL9qNGzd+yZQnzpy4jFZJ07SzszMYR4UrJqRBJK/7ehehpOsM41k368yA4ieyIeFkFC/jphrlXtE7fTHcRtUoGfqf+ArxtyJ2E+8ivvcrn0F74RKvKVAiIo1n3NdisXh4eMgPnz17RqFDhMmqqtZqtf39fdngg4qXNekFsWvXrs3NzT18+PD4+BgLODQ0RDOPyUALdWmheGxQXHa7vdFopNNpcUhQDaOjo0dHRzy5zWaLRCJWq5WaJivZ6/V8Pt/KygrCLRKcsl4oUwz4cvHtLpdL1knbIIk9Pz//ZUOz2DnhJImyg6qqoOhjsZhATYmF1gzlT4JqkY43bp5RdF4UYqM0Gx1wsWpGWUQzCWUpzr1Z7w8WG3bJu5L0xISIGSU9TS90rTE5Im6i6fBG4VoRfMmGsAO6tjfeeOPll1+emJi4ffu2pmlbW1sCxIbtwP+99CRiiVAtIyMjr7766sXFxcOHD8Xrb2xsAN3RXvACxTUYDFwuVzgcho3y4uJC5JZUVcVEnp2dEedCNYVslUolk85m7XQ6V1dXnz59Kkg6xZv+qu8V6rPf7ycSiW63KxP9smTCbwBeoxqAEIuLiz/5yU+ojNKqxuuFw+FWq0XwLPQKoZD8fG+Z0dgphhzsV35ArKb0VWRDQq/QOse3S7q1EjdHROQXzLG4w6XDN9A76zUdDy0KDMIASXrEYFQ2RCF4uN/61re63W42myX18ODBgxs3bmBAebBAIHB8fDw/P3/lyhWsofyC+6HqKbSjo6Pt7e1r1675/f6trS2PxzM7OzswcJ39qm1ut9v5fB6uVPjZBIbs888/HxsbEyxLgA0HgwE0kKpeWshkMufn57du3QIZ9eJDXtoscfw4luZUKtXX2YiNnoesez8mk6ndbkM9Ck20pJ829k/Ra7eyXkkAmWQ28DOLfRW6SuyucPklPYrRnnf4vvKg8BnalIFe8WHRtC10m6CHkAx5VCHWwhUVBksyAE0lgzoU2yn8m4GB3g5LQcUmlUqlUqnV1VXw9ZVKhVKMLMtWq9XpdF67du2f/umf+v3+tWvXCM4v7RDP2e/3JycnXS4X0PUbN26QcHc4HBSPf9U2q6pqs9mCwSAsS3QqEFKoqjo2Nra5uTk6Oirr7MP9fr9UKgn2GyKPaDR6fn6+vr5+9epVVOxXSrD0QhzN0pnBxPGVl5xuse40Yh8cHLzyyivk4sSuX1xcGBPTksE7ptovwJOXclciByF+KMTUKExGSyS9YEP5oRhQAMxcvKGAt4tqtPCZjPJkdJIkPaQwhrGqIe7TdKCseHJZR9zX63W/32+328Ph8OHhIXo0Eonw7pzeXq8HWO/GjRuffvppNBqlom98tWKxuLu76/f7mS0QDofD4bCAJ0HuDdferxIsIeiVSmVvb+/GjRvJZDIWi0GIEo1GqWYKsQgEApAAXFxc0IEnSVKv11taWsrn88a0lrj+eZUpy7JMpsSscwQIKyB2iO0xm833799fWFgYGBqFZVnmwF1yJ41tIQAvyY+b9I4GsSXGBzXKivE4qs/nriSDgpGe1z2EioPnMfUmQ9PpJfGSn098XFo+vEzGJlxyATWd2l/TUWIcpHQ6DUN9Pp8HySnpSkh0WfJ4drv92bNnkUjke9/7ntEgqjoPzCeffNJqteCRJ0eAgNbr9YODA0orYIj/GZerVqvt7u6Oj49XKhWr1SqYtC/9lSzLYGYwjmNjYwK2adG5iv6vgiW26Uvdsbu722634Y5SVZXWNoqgkh4km0wmv99/fHz84Ycfzs7OwtnCXaC3M5q5gd66LjbA7/fTzyk9n6nSDCUasd/K87hQoyvDB6Tnda/2fEGG6rJsKF0LfSlce/5QCLpkMNNCaamq2mg0KM4IqRLG0fgivCaLUK1WQc4ADRUL2O/3Dw8PQTVBUcRtT05Ovv/974tSmPFNcdWhj19aWiITIUmSxWLJ5XKFQgEybeow6vN4HuPSmUymTqdTLpepxtC9N9Ap+YwLBTWyLMvUCcQdvtK70gxtB9LzCE2WyDw7Oys+fXx8DK8rHQE+n48Ikz+As4sHFfcShkPsuvA/hPslGKEvVYWFI/Wi6/OiSEkGTWN8Pe2rshtGaRPnaWBochRLI37CrehKknVcnqpjs/gT2RADipcVi9vv9/F+dnd3FUUB52Qymex2++eff+52uzudzvHxMSphaGiIzrB+v2+knRby7fP56vU6UIKjoyM4UYirAoEArB7kMycnJ43nVryyOOdWqxVa13w+n06nAc9c+pgkSX6/n8R4q9XK5XLULrXnnRDj/176lXCfvnyFbrfLXAnyJS6XCxKtUqmUy+VkQ/Hu4uKC7LZxt/iHYijaSIaADimu1+v5fJ4DQcAs4jXFwO1mVGNG02OUJ0TQZLjMz1+CAVUYF+V58IyoOrOISA+LAASqpV+SAZ0s632OsiEBphiKVMYq9crKCg3saGvkY3Fx0e12Ly4uKoqyu7sLVjOZTPZ0wv5Lp4WOK1VPZACBErsIpwOjXBi98atsomyY5QSiJpvN9gzTe8RlMplI6hLhguERHxNawHhnkwEafulSFEUBsX9xcZHL5Wq1Wjqdpp//4uKC2VrsxPj4OAUfEcUI8RRUWCYDgEl6PpOE8mcySv/5zlhuS7lGZD2MQmaUuUuidkkoTSYTKS5jjlTWKX4GBh4sTe86JF1CzuVS+KLqYbJmyNCKdxe/NVa48Tt5NhwUl8tF0G42m0ulUqfTCQaD/X7/7OxsfHxcNEQY9wzXm5YQTbezhULh/PxcNLBommY2mycnJwOBwPn5OXzmmsF4vahsPB7P8PBwr9fLZDI9ncJTvJSmaRaLBU45LCPoS80QpIs/we7jCGnPB1hcZkVR6CXSNC2fz0NpXKvVBL27pls0r9cbjUYzmQyCLyob5Brod1P12rMwIgJYoigKNGv8rfB4VL0xBlPicDhEpfPSdelwGPdSvLOkZ5VYEWOOQPxqYOjuF/ZOfr6TWNgRgQVVDWQKQviQV1nPzUqGRIxkYG2kke7s7IxC7/z8/L/8l//ygw8++N3f/V1FR3CAiBf2mjp0IpHI5XKi6o9hwSwOdGK00dFRs9l8enrKvBlhrIVMGCMh5Difz9M0KvJBYg3BYnAIi8UigOYX90KWZSp7go5V/OpLB4P96OvTzzhwqVTq4uICTU7vV71ej8Vi1NsXFxdLpZIQXlVnoBMqQVRzxT8sFsvZ2Vm5XF5eXmbpZUPHDvnDgc6qCLeC0CvizImtFTKkGdCC4t14Bk6kUZdIz3f0C3ki2S0OiVE5qTqoX9XzDnyvWW9VNZ4NEcSIfyh6Lu3w8JCxSj//+c+Xl5cnJyeHh4fr9brZbP7GN74BwIZCHpVmHiabzdZqtVgsViwW4Yi36CPEQqEQ6QYhQ2CtoIwf6FA5vGEQEMazVygUqtWq0+mkN18yaDVFUcrlMnMhcfZFNH3pbJ+dnbXb7WAwKCZWiFc2iS4dVVX5MsnQcXUpKe9wOI6Pj71e78LCQjKZbDQaqoElhrMiMJkCryecj1KpBNuYkA9jYl2oOjbV7XYzP8h4GsQWGl+PLxL/K/Ze1PJ4GKMhE9rUqISEMpP0jg+h0gqFgijoCpcFqRX+nMvlIiA1HhtJd+ko3vEnYJF5x2fPnv2Lf/EvWq1WNpuFuj0cDou5LwSA+NH9fj+VSsmyzGQeDIiwlSwmemhiYoKplkgDFTnRoyYkjA42v98/PDx8SeVLkgSUGUz9i0Er/2CKoMlkGhsbM06ZQ7B+abOYZWrSW9H7OoUc/TC4YplMBoIArKHJQM8iqkDsKC8PhAhIu9/vd7lchEWqjlcRUivkhqtWq9VqNTGtDrJ8urT5b1/nzRJoZskAbqFKDahVMOeKtRNyj3skYFhCRsWl6B2wl5Ig/BU/gfUlHo/HYjEMjWqgMWKtiTQVRREIT8z0zMzMxsbG6OhoKBTqdrvBYLDb7R4dHRFE0zKfSCROTk46nQ5shlDoUIo5Pz8f6CCigQ4aRpHIhuS2oig07goBMplMJJXK5XKpVHrR8aeSzVLLzweAxv+V9AkxRsMiG19e07RsNpvJZCRDLcykN8OwT06nc2trq1QqXb16NZPJFItFs4F+g6wuu8u6C3dY0kMzi8WytbW1sLBAJvbSIxoPjdhIzZCQFFJu9GlknSpCNmQNLpnFgT4AVngwiqKI3kZVp14W66sY2tdUnY2DOwunRCylQDsS0qMhsG5iJoNkAIBohlzd3NzcBx988N5770FCyagc5iJ5vV54HHiYtbU1h8MxNzd3cnJSKBQYRdHtdhmhJWjfFEVJpVL1en1yclKgtXDOGo0GKAmh1Pv9/sXFBSRYgkdI0g0i3c+MnpSejy1wkcvlMtwnmqaNjY2Rxf0l8qBSqRCmRSKR6elpUYYUeovsaDAY9Hg8EAeura0RTLFJQmMJdSXrgZKsd6hqhvYvatji9WSdh004ZOgw0SAqXoakALkAspfGfzebTZbP+FvB4MgNNb3SvL29zatphgyC0ORCslW9uiDkjKizVCqRQMHACXAHwE7Yrfx+f7lcFrpZnBPhgfX7fUZRptNpSZKsVuvExMRgMKjVatFotN1un56e9vX+/Vu3bmma9uDBg3g8Pjk5CaEoUefOzg6HnHWjLHh2diZUBkAGt9udzWZJTLCkHAZAVNCFirPK8zBWV9RhxYWsQ4DN2xUKBaFWvrwJyWV8I2ovvV7v+PhYkiSot9gPEn1er9dqtf7Jn/zJ8vKycFzQTxZ9coGkV4H6OtUTJsZut0Orsrq6KjSHpo8CkJ6PxTRD5UcyoFKFnhOgZNmQaBF6+NLdhLlHtZyfn9fr9YWFBVF9F6Gc9nysIE4wl8ViKZVKqVSKHBIUwmi+YrFIO7yqqs1mMxKJiFnrIyMjhO7UM0TWmxfPZrNra2tvvPHGe++9x1unUqlarTYxMYF7JwZ9WyyWo6Ojk5OTmzdvapp2fn5erVYhQc3n8yMjI/F4nE0xmUyHh4cmkwlJ5S1ArGezWbhGhRwwxMtsNo+NjRnL4ZqhNAnA0ChbvAV+s6ZnowKBwC9P6f7+Ph1CBEeIyGAwODs7YyKeoreEg4j1+/0PHz7MZrMvv/wyk9b7eksxwZ3QOgMDoQDfx/hWYwlC/LlkyGILWybMqNE4qjqbjdGySAag3CWwjTE4kCTJYrFsb29PTU1R7ec5xf2NCQXZkFNQ9S6ujY2Nr33ta1euXGE7Sb/BpEIvocPh+OyzzzKZzO3bt+PxOB43E3sGgwEk5OJdYJyCI+mb3/zm7du3+3oH7MXFxdjYmNPpTKVSmqaNjIwoikIH2NbW1tLSksfjSSaT2WyWnDZ8Hkwmw188OzsDR2p0ADqdDtTfYiq9LMvtdvvi4gJWCONx4iEvLi5gATEaEGGC4FHu9/uCaxjBMgPOV1XVarVCSaPog8szmUyj0RgfH3e73ZIkQRPY7/dv3779V3/1V9AGgw/WDOR9IsyUDakUTU+EKgZQg9Ai4rWFnjD+hMv4ViK6kZ4Hyxs1jYj4hLuqGWgaDg8Pxfx6IZ2KYYyFydBOIwx6MBiklIsLwiAnHHYhYblc7tVXXy2Xy/fu3Ts/P79y5cr9+/czmczq6mqr1fpylp/+5Pv7+61Wi05AuhWYEg0hezKZHBoaGh8fLxQK/JsM5+Li4pMnT1ZWVvBsDg8Pa7Xa6OhotVrd3t6m99hkMsXjcUIlkQ5gl8fGxs7Pz/v9figU4gUdDsfY2FjfQINrPOc0XGjPe/dskCgtyDqRmFBsCnMZ6V08Pz/f398/OTlJp9NEkvl8/unTpyR8ZR26GQgEfvM3f7NUKq2vr+OGi3hKZM+NcqPpIC1ZlmFWUQzFH+15nKcQKbH6qp61HxjqwZohCy9yCsIjES+v6PwcyBmOCHPnhS6E31b8yUAnDtH0gJcv8nq9FxcXPp+PBjiomj0eD53EtCOzBxC2fPe7352enk6n03TkHR4ews2s6XkK0t8ul4sBAhMTE2KWbrvddrvdExMTkAMODQ1FIpFyuXxxcQE95NWrVwmkhoaGZmZmwKczyOPg4IBJx4qixGKxfD7Pxqt6ItpkMjGc4uLiQhxFs9ksgAXGBcQBePFXwiB6vV76640+saZpsqqqHAgccJw7EjlmsxnjiLoKhUKhUEjUxuv1+v/4H//jjTfewJHXdHZUsT3C2PHOkJ/g2aTTafiV4VkkrJUMfpJQFUbLKBl8Q+Opkgw5yRcv7fmajMlkomy1tLTEaSGkEiBYo16U9FCR3snNzc3vf//7bHAwGIRyXLwpcgzrQaFQGBsbm56ebrfbf/M3fyPmIdK5wFivvb09j8eDO3Xnzh232y1qSsInMZvN6XRa07TR0VFVVbPZbL/fZwR1KpV68ODBzZs3I5GIwIsq+iDxcDg8PDwsSZJgXBJLp+oZu7OzM2PhyOieGgXLuBpGmRPh18nJCdzVMzMzlJK/zE4x3bTRaGCqqELQAup0OtGr1Wr1+PiYAIT3397e5g0FbMHoshifDO+t0+kAJTs+PobPpNFo7O/vb29vgxbkkIkCn/HpFQP6RSghjJeoZ2uGiw+LvjQ+IKpaxFAQaEmS1G63hVQZUwniUPJGvOlgMBgaGjKbzefn5zs7O0wXFw+AF7W0tDQzM5PNZu/du9dsNr/73e8uLS0tLS0lEgmfzzc2NiZSEiaT6b333vvGN77BRAzeSJIkcm+05NPfTK4I9DDe/cjIyOrq6sXFRTKZtNvtYHLQHIFAgOSRpmk+n89qtSaTSWNMgycK0xWDYY0LaDyT0vOJhq88t4x4Zhl/GWP9+Z//uaIoeGfQMrGXzKXd39/HKbZarcPDw4PBAJHs9/uffvrp66+/ztOTAh3o7O2KofAiHg6WelrqfD7fj3/8Y1jLdnZ2mEEKPbWm9/hregJdMmRiL50toScUnWVEhAVGl47HZufgNDs6OnrzzTc5MMLHEtGo0QiaTCYaql555ZUPP/zwe9/7XqPREFVUPFRGLhjRLyadWCaTyYyMjMRiMXooKOEXi0WmH0xPTwNWEQ7lpV0kYBIVQDxgYC044OgFuspEXyGbnc1mPR5PPB5vNBpnZ2fDw8Oi2VAsXa/Xw8c3AlnFMxgd5a/UWGhri8XCCOBEIjE6OvrlBuVyuadPnwKT0DQtFAphNeHXT6VShIRms9nlcjFwVpKkarX6s5/9DFcDLU0yTBgFzRDtoy1Q49evX5ckyev15vN5zBD1rM8//zwWi4VCIbLGko6gMhnQOCJ8M5o/nLxqtXpxcQEVIp4vNVQYNRqNxtLSUjAYFNQDX3zxxfXr161WK2NwxDkWa0p4L0mS0+l8+vSp0+mkbPXaa6/t7OxYrVbmnUAwxCwJMljG4FRRFNqwWq2WABNj42S9X4pis1lnqTQKFt4IxA2M0MXLxFOEPUbRR8/hAUMGAXIuEomcnJxQFajValRNLgV3ON3n5+c+ny8UCg0MkDVhKyRDTHZJV7EjTqeTWFUIliRJX474zeVyJpPp+Pj4/Py80+mQcYFmBCZWfo7KHRkZwVvc29v727/929dee01RFPbM+MWqYUQlbXHj4+Pvvfce80idTicHCPjs1tbWm2++Wa/X2ZLBYADLNGVp4dVqhukVyHcul4N/MRgMulwuwbcBhTq0O91ud21tjbLSyy+/vL+/T9pmb2/PKElCWDkhmUzG4XCQBb19+/bW1tbrr7/u8/ng58Aw9Xq9VqvFE9ZqtV6vR12FV5BlGcy40+nM5XLItIDm4r+TL4CPlPKL0QUWOqxUKjUaDWZJCFdMMwB7xLIfHR0Vi0WfzwdennTS1NQU2Vr6no3bhAo8Pz8fGRkB/C6+Xfi40guXZoDKoKrJEgQCAX5oZmwwSWpSxsyIkmW5VCplMhmXy0XyCRY8TEkgEBgZGVleXv78888VvTxyyVqJkJBjMTMzUywWz87OZmZmTk5OcrkcMRGx7sHBwd7eHgRJtLVcv34dYCAqATiNLMvQncFWbbPZ0PbQ4AQCAYZKaprGH4II6vV6iUQCLBTV4jt37mxubkqGsNRo/iRJomaHojLSuzPKAdcEpEokEmGUMsJRLBaLxWIwGGSklt1uPzg46Ha7lE3ExEOMO7YMSUUaYIYRAbWke804dkdHR9FoFBKiS6ZTvEgikbDb7alUisJwIpHY398/Ojqanp4WLUyXzr/T6RwZGclkMiaTSYAjLjnyxp01Pp6mE07Nzc0pBnpYeX19negGhkIiIFjCaK+o1+uw2quqarfbA4EATMAOh2N8fPwf//EfB4MBgcklHXtJvFwuV7lcfuWVVwaDAXEEiVpiJWrsVAN7vd4nn3zi9/utVmuhUGg2m3Nzc3t7e8DxXC7X9va23+9/6623EomE0+kUFRvkkrgpk8kcHx/HYrHR0VEcLFmWsfjr6+sTExMUKyQ97rsUh+7s7ExPTwMvZhjpwcHB7/zO7wgGqU6nk8vlMCJQcTLpk3Z1DD0JCI4oIcvU1FQ4HDYWqhFiOBoJyV0uF2VH40FFm8Ja6/P5BALCuODCSdI0DRQytB+yLB8cHPj9/rGxMWMPqvEym80XFxfFYpGxOV+ppYQgItYCwyM/z8/4ZbD1f/7P/2k0Gn6/P5FI4IpGIpFIJNLpdA4ODjqdDqOtSqVSs9mkD5N+CkRQluW/+qu/WllZEXgssVVik9jUXq9XLBbffvttggDYDYk9IfUidcs9JUk6Pj6mbfCnP/0pGdparebz+aanp4FQ41ppmuZwOLgPBQqk1uv1Mk8K/UqiWZZlm812fHz8/vvvLyws9HRqGtlA/Q0Bhqqqs7OzpI6J7WVZ/p3f+Z2uYVoCNY2DgwNFUYaHh+H5YImGh4cZSmOxWJjxLElSqVTa29uz2Wyzs7Ng+i4tVLVaZbQOPReYVOFRaHqa9/j4WFXVqampF/0e2TAAi3nYjBQwmUzb29uhUGh0dBTZelF0TCYTaKhEIvHiB4SmKJfLhNUIBm6D+YWR4fL6+nqr1YKqu9FokFtyOBxwaZ6fn5+fn8s6MokU1MzMzNWrV3O5HPt3//79o6OjN954Q2RHRTuyZICGnZycIK8TExPxeBwhpogr6QOCESlaObjDyMiI1+vd3NyE+JUss8PhYF4elaif/exnz549u3btmizLrVaLhDJsxCRpAMQyFsZut//oRz8CE9fX++WNWh1iPhLWgEYopDQajd///d9HsATGAY1O0oGBsYQI1Wp1ZGTE4/FA20fGnJoPINKxsTGB8ZJ0LAmpc/QHPmIoFBIoI0m3RERCrVbrRfQmF2kwq9Var9fPzs58Ph+NX6hqwDm/KolwcHBgsViYnW78jMhHFAoFYJ4Wi4XBJSIcEZ//slao6uTgHH1JkoAz80DNZvPZs2f5fB4NyXQGv9+/sLBALFatVj///POlpSVq8iJHz3OoqmqxWCBkunXrVqlUAk4JDyBcj0SUaBeINJxOJ3lLq9VKuR54tRgdSw3A5/P5fL6zs7OnT58qisK8l0qlMjw8XC6XbTbb2NgYcwCLxaKiKFeuXCmVSj/84Q/n5uZUA/T00mnL5/OapvE6QqmcnJz87u/+LmT/dN4hu0CsTk5OZFmm7xlMCys2OTnZ6XQymQz0sjTYkM+Eql+YDx5mb2+v0WiIBApk2pf6nlGilUolm83Shjow9JRiHISR6vf7p6en+O+qqq6vr8/OzhIbvihbiqI0m82joyPyq+rzNX4eslqt0jPNbxndremAGXGfL9OhyPjFxQUe3PT09PT0dLfbPTg4kGV5fn4+GAwqihIKhVwuV6PROD8///jjjzc3N+GfEPli0Rcq6i0IsoDYwpB2dnZWrVbJwbRaLZ/PB+iRkB5oV0O/GFpJMGXRh/8O9DabXC5XLpcnJiZCodDIyMjS0tKNGzcYR4unzxBRKoNkqwWOW9NLhGLtZFlWFAWhFN4h2S/k3ufz9Xq909NTVe+pR2QxH51Oh6JboVAg/tre3tY0DSr2arW6v79/cXFhtVpjsZhAXQoPD/siEsWapgHSApcsGaKiRqNBggAM4Iv+uCh/mc3mRCLR7/cPDg5MJtPS0hKdpMbUoPEPXS7XyMhINpvFiIlfCfvDEM2BPk4hn89LhlK9uKe8vr7ucDiIdNinwWAQDAYBUZTLZQpPBMwiVwRlb7fb/drXvlapVB4/fnzr1i3GIcv6uHlVB6nZ7XZiqFAoRM7C6XRWq1W73S5UvabXE3kfpFNRFGFY0V7glTFhoCLp2Eyn00SmGBH+QSNupVIh1KB37dNPP8XFEQGgZJjkY7FYCoVCJpNZWlpSdeY+j8dzenrqdruj0Wg0GrXb7clk0uFwxONxvM9SqRQKhdxu9/HxMTkFpq3w5AS5kUik1+uxhm63e2RkBLWBgkfIOOtQQlLhkHUyQaDlwggIZlEaoyHUUw3Vd5JbAx0XLkkSrEZTU1ONRmN7e/vWrVtfmUpAdg8ODnq93vz8/FdaTFVVk8kkoYaqqtFoVGQZZAGbSaVS+Xze6/X6/X648FWd857FOjo66vf78PKm02lQD2RfyNGVy2Wfz5dIJAaDAWLx5a1lGQffZrNVq1WAOz6fr9lsAq6nBOH3+yORCGKqGYZma3o2nOBUBEHAwvByoEf3er2EWkxPheFSZNUdDkc+nzeZTADTHj16FIvFACaISFBsACsFGFzSQ32Px5PNZhOJRCaTCQQCy8vLJpOJ1HEsFnO73UxHcjqdY2NjZ2dn/X6fVjlCWkgfXS7X1NRUp9M5OTnhwAQCAWQFUmQIGoRWJo0O2IaiIe68iIeSySQTuZjuNDMzw/GwWq33798/PDx87733nE4n1lzWSZ2r1Sp5n1Qqdf369YGObBYCpOkEbtvb25FIJB6Pg5O+JIL9fp84V1VV6uWyASCpKPo04r29vb29vbGxMdhR5+fnV1ZWPB5PKBSan5+PRqPUm1gFMk/hcBgYSa/Xc7vdpCXhxuBVVVUNBAKjo6N0VMOmSpRE1azValGwOzo6EkzxqVQK30XWaasE4RbvRgsksEYG5xEqM6+BJAW1TggROSRoXHSqaDk0SjDFctQ2KStB3FAul8fHx1dWViwWC26l1Wql5PX//D//D43jMzMznU5nc3MzFou5XK6TkxOTycSISk3T3G53o9HY3NzEZLTbbUSk1WqZTCYoQ7e3t/FHqbfiIAKMQbky8oTHJi45Ozur1+tkag4ODmw2W7lchu5mZ2fnj//4j09PT2FF4w6RSMTv9+/u7lIF397eFhSmQmI4Zow5wSCaDJ0Nmg4VAT7E6vV09iuj5MmEOScnJw8fPgyFQvDJ5PN5ssC5XI4iDzWE8/Nz2vvBURAnnp6eVqvVeDzu9XppA2dMrcvlQj68Xi/NccC0fT4fW1ur1U5PTxOJhCB/gvrm5OQExDdCYLfbM5kM4A3wOQz7IzZE2bhcLgRIlmW3203ltd1uM827Vqvdvn272WweHh4eHh5ev35dpPgEQJmwQ1EUGu6QezyVZDI5NzcH1iOfz0ciEcp8Tqfz0aNHjUZjZWXF6/WazeZkMsmECHINeNbg39HTYK1Yw0gkIjo0rVZrLpdLJpNTU1OBQIAyl/Bd8CPNZjN+lUg91Gq1w8NDhp0wrrtWq/2X//JfcA9orFhZWZmenkb4JEki/5zJZMbHx/f394XoSy+059fr9adPn46OjkJWS2xEtpLIjLVKp9Mo4+fsoCzLe3t7sXjcbrXm8vlHjx6pqvrmm29KkpRMJt1uN+VC9I3NZsvn80+ePOl2u+gS6npWq3V/f5+1MJvNc3NzVDShk6tWqzj4zDrjHPP0YLO2t7fD4fDq6urDhw+bzSZHH593bGxM1IYh3GIKMlgJWNoDgQDRA640p4oiweTkJOdva2tL07QrV67U6/UnT54MDw97PB5MYafTabfbhLokI46PjxcXF8EXwLxF0ebx48eLi4sYpnA4TJw1OjoK/t3tdkPHkM/nSXPLsszQZbQCgkUNiomK9XodXxbLaLPZ6vX65uYmw3aEn6rpvX65XE6SpHA4DBs2aqNQKJydnV29elXVS8L//b//d/zC6enpkZERdPmNGzdmZmZ6+qzKer2eTqcJkoCYGifUSXrFZn9/3+l0xuNxs9m8u7ubSqVeffVVculCEGkA4SaKkbrx3gcfOr2esdlFl1Pp1ktbOyeFQv7WrVvBYDCdTtvtdofDAcvF2NgYBYpcLqfqFWIA/DabjfQxnkcgEIjFYhMTE9RenE5nsVg8OjrCf8I+AjQjZUWhanl5eW1trVgsLi8vE0+Rre10On29gw8jIsgXqaUMDQ3RtK7ptO/UX0ulUjweJ9f17Nmzer0eCoXi8fjFxQVTQ+mzZbiXzWYj1CKGB2iFiVf0FmRyraRPZ2ZmHA6Hz+ebmZmxWq2ZTIYC4sTEhKZpm5ub0MjmcjnR86nqbW20ZzKI1ev1xuNxLCDr8+zZM7PZDFxd8EBb9EmZg8EAYByyRSdwLpdbXV0lEfP+++9PT0//5Cc/SSQSRN8vv/xyJpN55ZVXpqamevp4gVarRdknFotdXFxQFxYwAuF6SjrUGPjd5OTk7OwsvNyoMWBF5l9SpsmSZDbLfTlTzh89e9iVHAsLKyGfs1StZzIZ+h6npqY2NzdhlCsUCpIk0YyGYtd0ogRVVRmlh6fC8CD8pMnJSV6mWq2ur68rikJlrdFoxOPxYDCYTCaBOHo8nsXFRZfLRdw0Nzdns9mePXtWLpdHR0dJvWIWUQ8YO1yuTCYDuTmj5Mk1KIqSTCa/+OILeBaBhJPXfvnll9vt9scff0yKD1gS8GJservd3tzcTKVS3/jGNzRNowBPaq3T6QDNYJ4bdYKpqamRkRFG05hMJmzl7u4u7jkzukU7MpZxb2/P4XCMjIwUi0XcKQaTdDodn8/H9IDx8XGbzUZCv91ue71e9BaFI2SLxOzm5uZgMFhYWDCbzevr65qmMS41nU5PTU3t7OzMzc0dHR195zvfITsqgNfJZBIFzBrCwi0ZCoUi4VIul//hH/6BrH0+n/+jP/ojEsiX/DNsqs1skf9iPfmNhPvk2ZNKxzI5NTk6GkZjl0olWZbD4fDx8TF521KpBPcf5YhGo0GRjkpwv9+v1WqidcdqtQplMDo6SkmYAQczMzP5fJ4witN8cXFxcHAwOztLEabT6ZyenoK4XVtbK5fL0WgUcD0atFgsgoLCjSOZRG8qIAvgqbIsM/oR8v5arRYMBsn437p1S1XVdDq9t7eHw0QIBo8U5eTDw0PmECHNmUzGarWCKZqamvJ4POBn0L5+v390dJQqOxDk8fHx8/NzvIhMJhMOh4lOiGe73e7W1lan01lcXATYE4vF/H5/o9Eol8uxWOzg4ODg4IDKLo89GAzGx8drtdrFxQU90wLMbrFYdnd3o9Goz+d79uzZ+vr6b//2b5dKJQ4PW1CpVGq12ve+9z3N0LlJGkLTtGAwSEMR9vGSv4UD8Jd/+Zd7e3t37tyhnPDv/t2/Uy5jyGRZG1hk7aQuy/+fv3j2+2/M+u3d04v0yelxbGx8enoaBEi9XmfoD0BbMjGM2cRJB+0EMoQONQbzUf4jaiNdnsvl/H4/IBOmM/j9floJJEmanZ0FOTg6OirAaPv7+5OTk/F4/MmTJ5gnXDqz2Tw1NcVOw1wCWgZgidfrJZSbmppCmKBF3NjYGBkZESkAs9nM4MXDw8PNzU2bzRYOhzc3NxlSMjc3d+fOHZPJxG9DodDw8HC326V+QNSysLBw69atjY2NYrEI4S/ZasQRpNTExAQUGLFYDDIVka/CHu3u7ubzeUZrVyoVGt7pyJiamtrf39/Z2VlYWJBlORgMFgqFXq83MzPT7XbhXkM1Yisow3Pm33///a9//et+v59ChdVqpTJBGuX1119H8YgEATRuTqezXq/T6aU9D8VBsH7+859D4/7uu++ur6/bbDboCI19y5I2sFiVB+mW/OToyNYuO1z+kWi8Xi7s7OzB0sycIKAaIyMjOOywYubz+WazSRc2peW9vb1isUjxDj0EMLzX6zmdTqQwlUqNjo46HA70PHEK0qaq6muvvXZ4ePjw4UOYfVj9k5OTcDg8PT29ubkJYxhn3Wq1rq6uZrNZgbglSsVkg1cZDAbEO81mc2Jiwul0Pnv2zOVyhUIhRvV1u92rV6/6/f5kMrm9vc2TIzT5fB4vCqenUqn0+32gaShLm82Wy+WWl5cXFxdPTk4ODw8TiUS73R4dHY1EIrlcjgKGJEmhUIgMczweLxQKLOlAZ+DBZ00mk0tLS/gYVqs1EAiAyk8kEjs7O0dHR2Rrh4aGmPW1uLgItiKfz0ejUfxLgdGw2Wy7u7u7u7tut/vll19mKdgj2DeuX7++sLBgTKyTCeeQq6pKEVP3mb4ULJvNdv/+/Ugk8sknn+ABR6PRX/u1X2MQq/xLZhFNlmWTYpGfPnsy6PedTo/H6w8PDzeajYODA7Dx1EGtVuv29jZ5Xhpt0czFYnF4eBi2CdzVs7MzPm+322dmZsrl8sbGhsPhAJakKAqARgYonpycZDIZwHeyLM/MzMRiMWretGgSpsGWMT09nUwmz87OwuEwKQnsHQ4WCSES7tgy5JVgB4cvGo0ODQ198cUXNpttcXGxXC7v7u42m83R0dGRkREKyTabbXx8vFgsDg0NMRDL6/VCd4bM0U8MYYbb7T47O5uenr558yYJGmRIURSUytnZGVsyMjLCYMHJyUnSucgcQYnf76dmxYkSMMZ6vU72YX9///T0FCyG3+9vNpu1Wm1xcVHTNChDYrGYAJfKOvnPf/7P/3lycvLXfu3XhO+fyWRwAe/fv/97v/d7EGXJOu2KoijtdpvuB3I9Ak6IKbTb7fv7+9VqdXx8/PT09OHDh+12OxaLfec73xH3+VK/mWSTrCjNRjeVutja3F578nhrZ8vlcl27do2CFxkpSZJu3LgB6M/pdPIPvA2WuNlsrq2tjY6O8vKc8uPjY7/fPzk5SZpAkiTqCZqmffzxx81mc3FxcXFxMRaLDQ8Pv/nmmx6Pp1AoxOPx8fFxutcZezw2NlatVk9PT0dHR6empgDrUUAgrRqPxzkAxDvDw8PRaBT9TN8VGTXKoC+//LLZbF5bW7NYLMvLy0tLS7SGUnrf2tra29sjNTo/Pw+859atW5RoyDtwnKLRaLfbXVpaisViPMbCwgIz69vt9pMnT2w2G0lgm812cXHh8XhUVT04OIC9CH1MI/za2lo8HofkKJfLtVotsg8ulysajR4eHs7Ozk5OTuLP5fN52Cg3NjbMZjPGl94KUTZwOByffPIJeD3ZwBIwOjo6PDxsNpudTuf//J//UzNMcUd0wPTabDYKMCIvqumjXEZGRmBYvXHjxquvvrqwsFAqlTiQxry8osmyJMuYm0wms7+/T2pgbm4ukUikUqmDgwNeAzzTgwcParVaIpGgxsIhrlQqFGSOj48BNFerVQGc93q9JycncMTDsodMPH361O12LywsHB8fM0CW6T/UbkulUrFYtFqtk5OT5MMYMBQOh5vNJlaG8p/AR5ANz+VydHW3Wq1yuazonGZer9fhcICHHhkZIaM7OTnJIVtfXyeyY0ja5OTk9va21+udmJhIpVKqqq6urpLaptwL4Wy73S4UCu+99x64SMgavvjiC9oMwZpSy4J4IxgMUh6dnJzkSUj8PHnypN/v3717l2/nCQOBANoCvTU/P7+1tZVOp5mQRVms3W4vLy+D4a5UKviU7Mjf//3fE41+4xvfENPaSPBubGx0Op179+45nc5f//VfF5PokWbyR3SVEvOKvDzYmPX1dQQ0k8kcHR0R7vzmb/6maiC7Q+PKp6en7XabnuZCocBoE7fbffXq1Xq9vre3R1rS7/dHo9HHjx+z9ADrcG6KxSK9crgLVDCWlpaAc2iaBnyM1yZxZbVaHz58SKcUEmy32+fm5lwuVyaTsdvtQ0ND6XQ6m81OTk56vd5MJlOtVuGAlGU5n8+3Wi26hC8uLmj9YLgB2pRwiX5fQOJwBVKsAMleqVRwutvtNvwFrVYrEolwH1JZ3W43nU6XSqWVlRVIPhwOB3oaT5xicCwWI2s/Ojr66NEjtiSXy1EfazQacHAC1UKZkculAXBtba1Wq7322mtnZ2dMZpuZmfH5fICc8FaXlpYeP35cqVToNaX/uN/vMycslUo1m01Y1549e1apVMbGxoLB4Keffnr37l2Kj2T4CoXCxsZGs9l89OjR8vLy2NjYrVu30DSqgeeIDAvIWNnQ1Hp8fFwoFO7cuQM5wGAwePTo0WuvvXbt2jVjQGA2mxWqUScnJ71ez+v1ut3u+fl5TdOIYpaWliRJwnHJZDI3btyYm5tLJpMASqkqYBNPTk6mp6dffvll3pnRc8g7Tfq4LAhuq9V66aWX7Hb71tZWJBJZWVmhxxwHn1MI+83JyUk+n4/H4/By0WQG7z7s+DT+AyqncE41OhqNrqysYBHg1SRDQ3wOxpqRkJ1OJx6PI9YXFxfxeNxmsx0cHLRaLbfbPTk5eeXKlYODg9PTU2iAJiYmwAz6fL4bN25Uq9Uf/OAHlFnOzs6uXLlCHSIajSK+TGL2+Xz5fN7j8QAEoloFLmN1ddXn833yySc8hiRJ2WyW6JV669DQ0Pb29vXr18nsc5h5KXB5QNZ4nXg8vrq6ysFYWFj427/9W+GDi8q3GEmZy+U+//xzSltGlTM+Pm4ymc7Pz5Xnh9P4/f6dnZ1Wq0WrgaZpw8PDv/jFL2q1mlmfCoblldGTFxcX5+fnqBOyhWazGbKAdrtNEhwgTjQaPT4+3t/fx9PkAIF0GAwGZOcpawQCARpwcbzo049EIvl8Hv8A9ot6vQ6C+/j4mDaERCLB3NdoNGoymfb29igsaJpGewUFHEmScrkcdBR0FjmdztPTUxpp7HZ7PB6XZfnw8PDi4iIajXq9Xp4B6Es2m6WQB90UD8bgZHKkqVRqcnIS3kqLxfLo0SO32x2LxYjqJUkSHYUPHjx48ODBd77zHUVRut3u2NjY+vr6lStXzGZzNpsNBAIUYcj9Dg8Po+MpFFarVZbl8ePH3W73zp07Ozs7hULBZrOBfsOwplKpdrudSCQ+/fRT2siYPP3o0aNwOIy9SyaTJpMpFotRtldV1ePx/OhHP+p0Or/xG78BM6Usy41Gg9GTqqrOz89fXFwwfVM1MHHiRezu7vKcfX12oc1me/LkSaPRePXVV0GB5/P5hw8fTkxMcBNhTxW6MUdHR2OxWK1WA5VLwh4Cbbvdvri4iCdBGExeH0Z4hlG3220qJCcnJ6SO6B9cX1+v1+sknWOxmMViubi4GB0dVRQlnU73er2hoSG/3//s2TNN0+bm5mZmZvr9Pu1Z0WgUEs75+fl+v394eIj/GA6HA4EA/YAzMzMTExPtdntkZASKdvqcQqGQ3W6HX2p2djYajWIxl5eXbTYbkSb2iAJftVqlMXBqago+WbvdPjs7S6caDACvvvoqrdsQo7HWtA2+9NJLb7311k9+8hNI/ZlT+vTpU7PZPDIygstItjkSiaBsQLAoioJff3Fxcf36dbvd/uTJk/n5+UAgoKoqr0/6KhaLmUymdDp97do1OpGYu7SysnJ+fg64ngoj5xbDV6/X33333fPz883NTQIUVZ8RQckVnHSlUjEbphAq+oBCQf0gEqGtVmtlZYUo2OFwAEDCL3r8+DGVcmBtisfjoQ+Hhl2yOOS4JUkiz2uxWBYXF4FelUolYmMcFEmSNjY2LDpNpdfrTaVSRNfs+uHhYSqV4qyMj49bLJbz8/NIJOJwOE5OTkg3WCyWjz76qFarCfK3k5MTktEkFKampoaHh9PpNIJOMYRFdLvd4+PjlDKpB09NTaVSKSb3wZtIOXZtba1arS4vL3s8HkRnbm4OL2cwGCCp5PCQOa/XOzs7i8+uaRoQCUVRSIgcHx+fnp4WCoW1tbWdnZ1r16698cYb9+7dA+FdLBanp6cfP37scrkikQhgB4LWSCRSr9eHhobOzs6AY4TD4VqtVi6XYaTZ2trCLtvtdgCM9P9MTEyQbUJAQYyZTKaVlRUBCkVd0WgppCQWi/3gBz+ghs1PqMF7vd5vf/vb3//+95kEJiymqpPFAVeBR0kgINBztJBQFRgaGtrf3/d4PFtbW4IoQKF1mFL88PAwiK1yuUwRhgQjuRyw0t1ut1arpVKphYWFycnJUqlktVoJrGgrxe+u1WpAD0gr4+hJkoTtPzw8DAaDzJeqVqurq6vz8/Offvop5jgajVKWz2azoMtFRy/JDpQ2+U+AX7iNZKEwYbu7u7Isj46OUh6empqKxWJkuhcWFnw+Hzlxav6MUmIpGYqEdY7FYleuXNnZ2QGhlcvlXnvtNU3TGKL05MmTdDpNraZYLK6srNy5c+ezzz5TFIXKdzgcxoAODw8TQEmSNDQ0RHrd7XYfHBywi2NjY8zSvXPnDoVI8BGhUAii0XQ63el05ufns9ksJCsiicMY5s3NTRYBJi0hB5qmMZacyYmUruHJ6ff7lUqFRl9Z7wE2XqqqUpGkSUnVIbXxeLxYLJZKJUiXXC7X+Pi40+nc3t7e2dkhJfslzhOH6eLiwu/3U2ijaEXCvdVqCXoFUBNgJknkVCoVn8+3trZGOyjNZJlMhvJWr9dD36RSKTCiVGRPTk5sNtvk5GQ2mwWfeffu3adPn+7u7iLr4+PjrVbr5OSEzirAspS00+k0JwM26YuLC0nnv5+ZmSkUCrQSbW9v93o9ENytViuRSJAuOj8/d7vdogmHLSRDCEMGITANC5FI5Pr168+ePWOVm80mHWz9fh8eCmjWYeBdWVlZWVnZ2dkJBoOi1XtnZwd5bbVa8BgEg0EcF0CO5AJGRkaOjo5UVb19+/b+/n673UaRxOPxs7MzQr9+v59IJA4PD0WpGIeGhgsyapphnjI178nJyf/wH/4D/e50xADgHhgGxhrlSSBf+GQ0GhUIdbHOJycnP/rRj8xmM5FyuVxOJBLvvPNOOp2GJVm5uLgQKbJSqfTRRx9Vq9WpqSmv10uwja+KyW80GtPT0yCxWq3W2dnZ6uoq/s3w8PDBwYGmabj/gUAAAp1MJgNpGFESuWkInMlNk9dJJpPBYPDrX/96NptlIJnL5ZqYmEBdOZ3OqampZDKZSqXQeYipyWSiNIQaI8s3PT3NcMe5ubmdnR28abz+8fFxn89HWk+SJBaXXDmnqFQqEbJhE6muJBKJW7duoZXxwV977TWm2fh8Pm7V6XTgaLh+/brP57t3757X6wWzxWxcj8cDsoD2V7x+VpJ+BCj1z87OcGrX19ch3+r1erOzsxAOHB8fg544PDw06wOnkZ6FhYVarZZMJikZCfnQdDYYVgNfCn/r/PxceqHX+dKFFg8EAqlUittardZsNgujR7FYBK2lKAqpQY/HA3eQwiCNdrtNfcZkMn322WfpdDoWi2EgIPOg6YWeMtrZ+v1+t9s9OTlZWVlBCfn9frBKIyMjjUbD4/GUSiUSmMfHxzgH+HOcA2RLVdWpqSkw1Far9fXXX5ck6eOPP8b60F10fHw8GAzm5uaKxSJz3rH9HA4SyhD99Pv9oaGhcDhcLpfz+fz09LQI/glOY7FYLBajaoY+BjE3Pz9fq9U0TQNlip8wPDw8NjaWyWRisdjc3BxIqW63S0s36mFycjKXy6EkyNrcvHkTYCAFctBHnU4Hxh6zPnwArjba4fHwxsfH2+12LpcbHh6empra2NiIx+Ng/RYXFxm5e3h4KLqrjbI1GAyWlpa2trZSqdSLrczoPzr5YJkTk54u1ZuNGstoTIkwBN7m+9///m//9m9nMhlGu6F6yKvhRSis1Onp6dnZWTwen5qaAlBwdHQUj8fBSB0cHNRqNRDrNJBQ7QfkRUkrGAxaLBaQongtpABKpRKnH3IsrEM6nZZlORqNOhwOAumJiQmLxXJ6etrr9a5duxaLxe7du8eUPfAh4LuXl5dpkgEIQNxkNpvB2xA0UJ4Dy1Yul+Px+Pb2NpAv0seMK2KELtm4Xq/n8/lIQwcCgb29vYODA4JZskTZbHZqaioajeJDoGlu3boFr8T4+DjbSfTa7/dXV1epsdrtdggENjY2AMxYdCpycJ5jY2NAKVnMRCIB0hzsfDKZnJmZyeVyZrN5fn4+lUqRuPH7/egboz9E2Auk0egwqTrPytTUFE1g6Gk8ZiNwlEvTL/G/5H7JDamqCvEJTi3FPdH4SfO6pmlf5i0GgwGDLijJTU9Pb2xsHB8f8+aRSOT09BTxBLdOWZduRLCgbD+x5MnJiSRJ0WiU9h4aj+LxOIvCuGgCAkFOR0eew+E4Ozsja7C6uvro0SMME4ebeDORSGiahlGAkLhSqQBWBnYny7LD4SBPRokJ2SImH+j0u/QhwqCMgYhGo6Ojo2AG9/b2tre3+TmR/MXFRSKRGBoaooUfN/bOnTv0As3NzZGOp4NDUZSFhQUIeSwWC24rw2kHOjU3MTxWnhiZHuuRkZGTkxPQVzADzM3NHR4eUowHzEjJSzX08ZnNZhrdQEsb+2pkfRAQ6SHQ/WAZZANt5yWpuvRDom/RiscNBaWbSWfXUfVOPgV/XpZll8tVLBaRnrm5uStXrmxubvK24XA4Go2WSqWjoyMCCujbyExKkoSBg9qL1r/T01Pwoli0TCbTarU4uxRt6MpCtjiawI6dTif1BJBDx8fHaG8calJrVAtOT0+BjRcKBXQAmGkUA4TYRE+VSmVmZmZ3dxe4plhrOHOoh5hMJpRTNBqlNH5wcPD48WNq6tjuQqEAiVc2mxWbd/fuXU4Og+OAPvNIKysrlUqFszE7O0s0A4JUGBoeeH5+HqywLMsg2/CWsNSk+/f29kg30r9AYdikD3bjDOfz+bGxMXr4aHxV9MF9WM9YLLa3tydJEoGURZ+Fa1ROA53GQhhESU+AEfgL743qIbH8+++/v7+/LwmWa6fTyWJxr2azSb1venoaIBtZKBwXmoAHg4HP52u3281mMxgM8nqVSqVarYqKAa49+4GSJ052u92jo6Mgy+x2O8OA4DUARmexWFwuF765LMuvvfZap9P54osvSJKhoig3kbjCL8ZottttZiVIOv0BrRZ2u71QKMzPz+/t7aG3BMLE7/ePjIwkk0nwSSxCJBIBxkPnNAgccMzlcjkcDsNmUy6XWd/V1dXDw8NisQhHwfLyMvmzwWCwurp6dnZGJt3r9Z6enpKXIvUgVI4sy/Pz8/B7Y7PA6yITpPh9Ph8cY8xgM5vNFEONaoaUptvtTiaTuH2KTuC7ubm5sbERCoUymYzA2Ajhk3SYQ61We/LkCXxpRispvCujKyZJ0pUrV1gTk8l079490KeDwUAhxCVxRwmJrAnIm1deeQX0t6IogjCYYp+YykSxXdM0AICMsQCXTEk4Ho+TpC4UCpw/aiZEiOhkwWnDAzCvgcW6efOm2+3+5JNPkIOxsTHCH6fT6ff74SgnCUKjC4MeRLsHzY9ut5vGrK2tLWFHWAIOw8nJiZijjqcFyqNQKKyvr5OYoKGSrl3EEZtoMpmuXbt2cHBAVzTp/p2dHbbq6tWr+/v7jCLHdjidzouLCxS20AcWiwVEGraJLIMAS3W7XSB1mUyGhjksOJ6WwMzAZ9HpdEqlEk6PEF8ypVtbWzQl8Fdut1t5nrcC4P/nn39OX//AMOrBqMBknYBpaGiILox33303kUhAvSHLspJOp3d2dqrVKn3fNClo+mid0dHR119/fWtri2mrNONqmgYTrkUnp3M6nVQYOXM+nw/nKZ/Pw41BUJrP50lAk3Ho9/s8BwcIMFCz2XQ4HM1mEx3G0y8uLo6Pj3/88cegokWTD2AVRVHIdtKoU61W+UN8KbxL2rkymcy1a9e2t7cpPrBqg8EAI35+fi6yNUDbpqamZmZmqtXq1taWYAiLRqNED7FYjAwZ+Z7l5eWjoyNyfjh5e3t7iqJwn42NjX6/H4vFqHiCsGBAkqSzd4hwT1EUmpHOz89tOlU4DW0gO+bn51VVxcfFgEr6FCMUBJQh+Ijkuubm5r7//e8T6hLE0WU0MPBsccygbvvpT39qbEGTXrhQ+QA5OQk3b94MBAIoUcXr9VYqFZAFsizjulJ5ZQrPyMjIm2+++fTpU4gxaCulBqLo3BWSJNHBAl2CpmkejwdaxIuLCzAzU1NTaDuqyKQSVFXliCPmoVBIlmWSuegPhl+0Wq2pqamVlZXPPvsM8PHo6CjDdik74MbxkpIk1Wo1qBnReRTXgAXncrnr169vbGygHYVNBBnLnAWzPk/FarWOj4+TaQNYC7orFApR7SbxS46RIUqQp5+cnIRCIYIVSZJY1ePjY1mWFxcXBRSdyEM414PBIBKJkO/tdruTk5PFYhGcCKJDZZ34ZmlpCUYnIF9GAZ2YmOAgDfS5AbIsgw5yu92yLD958gTFKTrCJUNfeCKRWFpa8vv99+/fF1byklQJC04zC/lORR9ApKqqwrwKs9l8enp6dHREnxMFIHygk5MT6POePn0KywCMhv1+n1ZPkaLFy4HpVZIkqKclSaIcgQNbr9dTqRTFImQLqgwMoiRJlNmRBnAj1PWg97x9+/bjx48zmQzteNAeeTwej8fDPtHFIMsyeSxFn3ZBSBGPx5vNZqlUunHjxsbGBrKr6lwacHGhdQSGhM67RCJBMZ9GN5zC4+NjTj/2C7DXzMwMFcCTk5Px8fFcLkfYOD09DWSIM0Y6Q5KkTCZDdoAtgbuaFLnJZBodHSUXKum1YV6kXC6Te4N9mVZpWSf5oFQlcPdoMqfTuba2xpIC3QE9qz1PY4ZqjEajhD60lL6orvi8yWSiymw2mz/88EPK1Th2vyT8g17i6OgIa8VkFdC9NFa8+eabGxsbolhL676YE8T5NpvNzWYT70G4RHSV8G7z8/OZTAZkppAtSZLgqGWPaasFh0PJEvUD6PvVV1/d2tqiUTsWi4EBp7fYbreLUjz9aiw3a4E/ASVGp9O5evUqC60Y5rIwvubk5KSvD8QD4DYyMkInCF4muYl+v0/uVFXV8/NzsjYej4fuSww0VUscvunpadxtysm5XA6vA+y/rJNMR6NRwlskGDIPQbJArgvkAtDtfD7v9/sJC3hmcDiapp2fnwNXdDqd+/v79+7dEyw6r7/+erlcZtpl//lhosgipKkAtb9SsIBVQv1P6EaZjvsokCITguGGn5+fX1xcUN0cGRkJBoPtdvvo6Mjv99+5c2d9fV0QKPKGoCg5KICH6AkTNptgSrD2zs/P06Ys6YMOI5EIXWLoLU3TyEJ1u136j8lDotttNtvdu3cPDg5OTk7gEgIFitIaHx/XNA00I2hPmG2MyzExMQEP5erq6tOnT4lqVX10ABg36BhN+tgfs9lMszzgBXxtgD31ep12Pwgm+KJut+vxeHj4cDhMWhXKAtTb22+/TQcfDhD2FIePAraw1PF4nEKtMfJnjAV0N4o+CxLWLk0fETI9Pc00EJfLtbu7+zd/8zdXr15Fo/d6PbvdvrCwQMh/SWhkvYMoHA539aEhl6RKluVGo/HTn/50fX19c3PT6XS+9NJLqVTq/v37X54BSisAsEwmE61XFPiazabNZoN/G4KNcDh8/fr1tbU1TaclRrZoyMSdB13JirNquMbZbBbC45GRkYmJic3NTbQFskL5CEZGnp6aoKZpTM2A/lXWmyfv3r17cnJyfHwMBhCJNJvNpVIJgAaC6HQ6yc5/GQMrCkpleHh4f3+fBnkB9tB02hnIAZLJJE9CcGS1WnGACGZpsBkaGqKbgLQkMQE+KOB04O3dbhcXlpo9QLSFhQXGTyqKAtZNBHHBYBDfi/455tSLAg5vilLsdDo0AIdCIXh+RPABZXqhUNjd3f3rv/7r1157TZblBw8e7OzsSJLU6/UmJyfxAi91Q2g6vRtWC5/vkmCB+Ds6Orpz587v//7vf+tb35qfn3/33Xez2ez6+rrZbFZgA+d0apoGwQ1WHLg3Woe+FKiOEonEgwcPzGYzjJLT09N2u/38/DwajQLEpgkCvAcbRpNuNpvFjsCpsrW1JY6pkC1wbaRYyFMgLpBEtFottILJZLp7924ymTw9PYWYig5mdPLs7Cz5UjpakS1eUPjIJpMJ7td4PL65uakZcCY2m40BSSICwL+BJOySL6KqKhV0yiz0wkNmQfclgy3Pzs4IeOEEZPNgIDOZTBBRiwwIHRkDnRSYMe+CigPVJbQjerpUKk1NTQHbxEGkcTIUCu3s7Fy9ejWdTtfr9bm5OToyUG+hUIiQ4ivjvsFgAExDjHMy/kqSpD/8wz+8efMmjJAU1996660vUzlYULLYnDaOC52ZHBcSMECdAP09fPiwVCrduXOHxJXVaj06OhoMBrgU8B3SWhOLxUQRI5lMUnUiw3Tv3j2fzydmapLTIrOH149FoPja6XRoCsWg9PShTp9++in1TfJkVPpmZ2clSdre3sZThlM+Eomgj9lUdDBsROl0ulwuz8/PSwa3VEC7sDuyXoe5VEjJ5XJHR0cUMff29kwmUyKRQEV1Oh2PxwPnAumY5eVlqNiMRocYSFT3NL3ao+p0myyvyWQCgiy8afEYVqt1Y2MD1r9sNut2u8ktYUyhoohGo6wqRJgffPDB4eHhO++8k8vlbty4QUr9kkEUcpzNZoFIqAYGUHipVAOvuGTIqCksIhhTSZJarVaj0RgZGYGovt1uF4tFvJ9gMBiJRFqt1vb2NnIKZQi6nW6qZDK5uLhI3AfIjjwbGjESiQBNYRGvXbt2fn5O7YKck9PppMcLVQGqggZou90OxRkSLzzuO3fuHB8fQ1wD5o7kJNEcmESQ+FgxWe85gV+FOBdEPKAGYQhI/QmnGMGCn9J4cMlinJ6emkymaDRKrR16KlmWoakBAIOpom3OaHTwe8gnGbNKFPXp9aVuSFZMCLesX6x/KpWSJAm7OTAMxzObzdevX4eIm6jfZDK9++67s7OzzOYAJC10thAsWacGEaAMk8mEQqpWq3SfG6VKvJTJZJJVVQXvC9wHiSNDA/BNOCvk01OplMCM//SnPwXIC85dURR6bePx+Nra2sjICMcFmAqiTaMVeCxFUTKZzNOnT9944w0OMQ9aLBYLhQIpD4wp3frk1unpY2Yah7vdbt+/f//atWtMN6H/PZVKkQ1PpVKzs7NDQ0M4yIL8E2NBIhQXCsjR2NiY0S5QRSYJJ8syRQhCwi9TzIqSSqVOT085bPv7+8Vi8erVq7wdUSqRL27rrVu3LrFhkw0imoFbpqlfOJeyTrsKTabH4xETN8TeA74DmCUA2cYPaIZBoSK9d+/evUajce3aNeooQrAQDqP0463jJYPEcrvdWDPju4h0g0yDmMvlmpub63Q6WCtFUXDcQK/ivtHDA2qlVCoxduFnP/vZ9evXh4aG4D/p9/s7OzsUjB89ekTiQNM0Qir0FgVp9s9mszHQ8e7du5pO+K4oSj6fB41OrwEZyEajIVqBVR01q+kM6Wtra7du3aKZ0WKxHB0dketbX1/vdDorKyuKolAmAh0q+KiEBkLxsF6ilNFqtfb29qLRKI1l3W6XuSN+v587kPGHYkpRFPq2X3rpJYrfgIJolur1emtra9PT09xKSNVgMICJHh+UWjUcPmQH2WPCQMo1qqoC5DeKjqIoz549SyQSXq/36dOnzEYUMZ0xqBRLTUeGZuCfGRhGdIvErMViSSaTTAqXZZmgqt1uRyKRiYkJxYCP+KVg5XK5/f196h4YHWwThSTyCBRJhPlwu93pdPri4iIWi5nN5vv373/ta1/TNK3b7Q4PDzcaDXhE/H7/48ePSahIkgQNs6ZpBFxOpxPJkGX5k08+GR4eXlpa6uvkaZqmCSyNTecDRmkz3gfoDxNNZZ1T/+Dg4M6dOywcFCuI5pMnT8bGxiYmJgQttBB04UlIusvCypp16ltauMA6U10hBTU5OUkhC6pfIZ39fp/uLha9XC4nk8nBYBCPxwGQoUoFSRUd1VTDCJVefvllUidCYahiQI3+nFQwJyYmJicnhQtrMpn4uuXlZTyWK1euvJjeVA2DgzS90X4wGICuJptI5yav0+/38/k8eVqSXjSgl0olt9u9uLhovLmsjzmWSdDRimO1WmEaoURAAYdz02q10ul0s9l0uVywyqC3pqenLy4uzs7O3nrrLSqygUCAqZlYQHgsqWBAsI4aoFgERrZSqWDL0HmsBc1JJpOJVlVenhQaT6soCk8y0Dmijo6OKpXKtWvX2vpExvX1dQgaGKnqcDja7TbQAEY7C7VPuov8p2xAKWk6PbWqqtAt8cAsESQfvAhFCArzoJ/r9TqUNTi/HO6joyM64VBOhKubm5ter/fll1+GE0q0zQjjJelOj3jZwWDw6aefXr9+XVgxsmsbGxvUMZPJZLVaXVxcFKvxomApOks0AX632wX4CWkAxTSCPiZJidjr7OyMfAKm4EXBUkqlUiQSsVqtFFnRxoImlAIIzk08Hvf7/a1WC0QH3b2Hh4cA9NbX1wOBACUdlB/J6CtXrsDdS2soD+FyueiToa4EhM2YB5ckyWazQZ8EQz+miu3HDx0MBowL5Ch3u92pqSmz2by7u0u0YjKZQCxSlyVDBiSV+OBSOEOMYtapMozqXYCGTSYTGIpnz57Jsnzz5s0rV65Qe+j1erD9ms3mSCTy8ssvX79+/eDgQEwR42ywYeAUqMzA1cZ0vnA4TI8TJ0e4cZfME6wnAOrFihEB4MW3223Y6mgUVZ+Hu8h6Fa7dbieTyWKxKE4+ja+FQiGfz8disRs3bly7du3u3bvf+MY33nvvveXlZUmSTk9Pb9269fbbb9+4ceNXFXyUi4sL0MPCChD4kFUidQTtRKfTgaMRljA6mBkXc+3atVwul06nSdOB0wIrZ7FY5ufnj46OoHeidRNcCvAHngwxXVtbEw9K4YjhJZVKhZ8HAgHBrUAMBZBB1vtVoCiiWgLg2OPxbG9vg7EmiwbREsVETS/mwA6Pfy00GRsGL62maZCW46onEgnoihFxY4ymaRrr5vV6v/71r6NKsSyaphGR4GgSDlcqldXVVYGRSiQS5NWEZMs6G7G48BaAgVwycySMAFpOTU0dHx8bPXEhWIqioMgxEbjh5LTeeuut7373u1//+tcpKLFfeK5zc3OhUOjVV1+dnp4WAnNJpL5EN2BBCYkpLWuaVi6XwbURuwmPh+oHxQoxZEBV1UqlQulNkiQGEdDJ7vF4aCGMxWLHx8ehUAhGDbRlOBxuNBrNZlOWZVrBut3u7u6ugAGRtobqjfwb1ToYf6kZNBqNbDZrDGFowOJRaVnDj8HlV3WWfVVVqcNAsyZJEoqHQr0kSUhqJpM5PT2FiogcOj0FAORFqCWUitEiEBTfvXuX1g82qdPpML8ebDghMB4VWxgMBt1uNx01X5m3FBJM9lh6fqB6r9fDt8OcUVASSkvIK4gmnpmxOZubm/Pz83fu3CEhgtMsPT+PE1gYU4ZMhund4vrhD39IjUHB1aCdC0gWOW50bDgcNpvNJE4ZaCPyEdSJSTWRrAqHw/T+0mqsaRru0cnJCeYyl8sFg0GQooqiWK3WoaEhspdIJKkvfCAORCqVop+WG2I3B4OBYIEOhUK4vYpOaQf+aX19XRQ3lpaWgDvz8JIkEcHhD7HEPA99kUAFie+q1arT6QQ8Mzc3Nzo6uri4ODk5CR2DEKaePhfpkgSQ1Lh169bx8TFZNNqa+UNgbfDYmHXydPq9ILV/UaokvUeB3Mfp6SlKSzUghhVFgbhL07SJiQn69K06u64kSaAhON504Ozu7t69ezcUCrX0GY6XchP8EFT+i4pK0hvwX331VVLiCmRA9E+yW7SEYylUVSU5pigKnO/wyUqSROmawhnMd9FolE2ijQwXm5x4Npudn5+HDJf7kEGgmY4iIPRDMNyBoSDXAKM1vh2KhE5i6gyQe4N1oWZMLOl0Og8PD6mBWq3WaDQqBqdj+Mjmm81mgMvcjWpMuVymeUTTNIoHYlwWfMwkLIymSmQsv1IUbDbb9PQ0wGgm6amqigUwm82rq6vkBYhGEcdYLCbr3ckvmhu+ulQqwVPXaDTM+vAtEsuU4NAOJEKFdoETCqliSsPW1tbdu3fBJl0ymqp+SYZkmKID3S49lcPhAKuo4O4BC4HCQIzysdlsoDT7/T6IZrPZ7HK5Dg8P3W43skXTD7UgsMjj4+Nra2uIY6/XowubNgQIDhlxK3wj0JuYDFVVmWRMDxmPTi673W6HQiGaTnEj6DsFFTM0NBSPx09PT8XB6vV6lO6B4VLPoXwpsgzYNU3TmOwCIkPAnU9PT/Hk4OfA6rG+PINRjDRNs9vtpq+ap4UWoa0PSh9JL7TBJzs+Pk6lBVcasgZ2nSrIi94x8gfqcGlpiemh6+vrAl6GQCQSib29PQrelJugOhLIoqGhoUAgwCxZp9NJLfJSYcfo8nJphrLBi0dIBLBfQv6QkqGhIXpN6cAhzgSVACOAyWRyOp0HBwfoLWw8vUS0XhFyQxcTCoVozWZaM33x0ORFo1FKvLLeqit0OA4jkifLssPhwD6adZJ33gckO3GcpmnMEQXahkQqisLAX5M+0WRubq5cLpPVJCdn1jvERWsGPQ49nb6c4IjKJg+D+hErq+rjZYylmK9ccc4w8FogxVB2U/mRZTmbzW5sbOzu7j579iyZTB4dHa2trdEDc+mGPJvD4XjjjTfIM1mt1tHR0S+++AJrq6oq8kRrtSRJMzMzcJlSvZEkCaQ/fghcVCZ9PJb4FpqvjL6UZpif/c9fijGUBQwEGQGoc5ZSsFhZLBaz2YyVAe9rNpvJdoBAIlVxdHTUbDaR1Gw2C/gTNk6HwwGJD9RC9Xqd84f3OhgMoHXE12k0GsTnNG7DXoRBtFgsEDfQc4LPK8tyoVAw62wZtK0Cf8BEapr22WefMUiWdF+j0WCziQawgJyEfD6fTCb39/e3trYYCXFp7ZB1ynkmw2XWh0AZM2G8CPkRaG0dDgdpkV6vd3JyQqoMFNrp6Wk6nebo0kRutIaaPjhYuPCDwYBxWg8fPiREQG0DfaM5an5+Hpw3PobP55Mk6ejoiFEasiwDEzKqYWhz+HbZ0K/2z5yfXwqWeGhFH18hSRK0VYqiAPrp9/vMGwd/h+FjbqeiKFRRCEMEPenjx48lSQKJgLM1PDwMOSytEEAywJkoz7OjRKNROOMEWpCubdh/SqUSaVKn0wlPBEweAL8YWcBCAAzP5XJnZ2e7u7vMfup2ux988AFElQhBuVxG5ghTCEVnZmaAh8uyDIeFsCBiTfP5/P379z/99NMnT56USiV0MBfkH+LsstNXrlwBCO/1evGuaOhIpVIoBlnnoiVZTQWTdtZLFkooD2F6YKaAEkdELeQLGUzEGab/AH4skLcwSgCvOD09Fe355GUAaSp6k6pRK/8qweKTCmk6SR+Tp+llDZHKoxFZlmVGPDAGGFHAEeEESJKUzWZ5iGAwmM/nd3Z2+Hev1yMTSK8mzCLb29uEBcCURQitqirtqdVqFfQ3oRwdsyDBRRMOPhkQWzZmaGiIyqaqquD8mQc+PT29tLQ0MTHx6quvzszMUHeyWq27u7vZbFbTNIvFgn9DxECefWZmZmpqam5ujuYC6pg0V9Kmh+lJp9O0a4LBqtVqR0dHR0dHRLuqPmXT5XKtrKz89Kc/3dvbg2WUbCo8mqrer0YIgnWbn5/HA7uUyxABoNCIfEBE6CLAXFhY2N3d3dnZYapIu92m2VWSpGazSa8UhxA2MmZ88OeQAMBI/eID8MCSIR9hVGxKv98XnoSst4uQ3JIkCWAdNJiyLHMo0aIwLAJZRLagxgOLDdsOvV/hcJj70w2HkMVisc8++4yMtmgyEfJOCliW5X6/T9MiGCNQD41Gg7gGwVUUBfpNNo+uCorl29vbd+7cCQQCuDV04FCLoJZCZmRzcxP+WbhMOaaSzgnDHDzhM3COo9Ho6urqzZs3V1ZW3n333V//9V/H0CcSCcbGMm1FePS8i9Pp/Nf/+l+rqnr//n0qniQ1yBhxXCk5TE9Pj4+PQ8j7oq4SAZpwekT+AoQgnxwMBjwSo5AASoCPEozlQlYGgwEJVREDIg+iCi7rbTzGBxARsfFSVVXO5XICfo5zTad2q9WKxWInJyfk6xBw5qACDcBhHwwG7Xab76b8Alesz+fb399vNBo3b970+Xxgz0mTDvT5VTs7O6CKGWNEx6Ks11OhwZmYmKDiq+mDzkg9NBqNRCLBC1MGjkQikUiE3A+QURLxlOo2NjbeeustsqaKojDN2mw2b29vQ8D/9OlTVVVnZmZIkVPaIr9v1KZG6yYUBmCEYrH48OHDW7duAc6kR+3FmA4ZXV9fh4x5a2tL7BlnmMqjsDXyCykMzZDmEDqDOJFpjALSI+mMIOAvqGwCcGI9UfPiAWw2G4mb+fl5DrZsKHlh0IWPj3qGvlrcQbh9isfjYSaCpmmtVotuZuBgqAoSaxRYMC7klnBaJUmigxl8PtYTp4EhHxsbG6C1ZFlmYhaar1arMYGINsbz83OarjSdiQV+nHq97nA4AFywtdCmaZpWKBRknYIBJggiRLo5MpkMU/xAdyiKAjYV4aAVGyY74EC3b98GtqVp2tra2ubm5t7e3ubmJubMeEBlfXiu2GAOFXQp9+7dEwwAX5kp6PV6jUbj6tWr0Wj0Jz/5CTEECJaZmZnJyUmhpYz7+n+9VFV1OBy8sihJCb0lSVI0Gp2dnWUpsH2ynjYTQkwzIwGNkb2Nz5dKpePj40ePHj1+/Bhyq7Ozs6OjI/LJl7wuZX19PZ/Pg+xjS0S2EGccwQKqy4Ao+IAajQaBrqZpIyMjlMddLhfRGRHf/Pz8+fm5mG7FwLDJyclOp8OkXRy70dFRxjSIlC4ng8gRnCdDTcbGxmAlDQQCBCxIEh4oRMjkRZeXlwHl4WqsrKzQU8UeADxvtVpzc3Mej4eqPkB4qkyQFqNNjdlnIVuKYegjE1OAsh0dHTGnrv/8DC2jbFkslna7PTMzE4/H6/W6pml+v39hYYHjLRvHh/y/u4TC438FxEq44Zo+YJeKpCRJu7u7YDRI3Atpw6Dfu3fv6OiIqjGh29HR0SeffPLgwYOzs7PT09O9vT3QE4qisAuXfHkzI5Ypd0iShHvOWJVGo8EsKFmWyd15vV6v10tJh9yx2WxGYQwNDT18+DAcDjPzjsR9KBSiKwHhC4fDyWRyenoavo1KpTI0NESMzUCiw8PDmZkZTW95wK/CUG5ubt6+fRsmHKiLTSZTPp8fHR2lzkPugFjk+vXrvV6PeZPoA7/fT58FsHdVVcfGxra3t0F9aHpGAPQp07MDgQAZVLxvDjerJj5PWR3CVWiupqencX6N+VLhAxlDxX6/f/Xq1a2tLQo4wuP+ZwTo0uZd+l9Vb9UUHUF9w3BQTA0vUi6XcY6pQONH0inEAe73++vr65AJgHxhtvnQ0BDnjT5QomwSCAO9cYYHUywWCwNzgOPgmvh8Pkq2rJGmacVike3hzyA+pBelVqtJkuR0Oq9evQraHRQXFVxgDoqipFIp6LWSySRd6oK4gso5bVuibYEvggCTihuUWkNDQ7Ozs9VqVVVVKiSoJWgdmZVFtOXz+Ui1Y7lAxLN5uPl2u31tbU0UMbBoKFcS7ihscZqFj4VS6ff7ECeLyv3p6SmoDcjANEOJ7UWJwc0YGhpCqkDEX8JOXfq8UTFc+l9xUc+BylHTNLvdXq1W9/f3Dw4OCBEYK0RuIhQK0aCRSqUQA953YWEBTU+q5ejoaHFxcWxszOPxMEENCmA4oQG/X3psM74U9LcAnijjgDrCg8MrhxFQqBOUAQMUUqkU83OWl5cfP36MVh8MBihbUsDEnuFwmM2gDxbSZd7B5XJNT08bFwvHLhgMHhwcrKysCEPGqBlSo4VCAVcpGAxubGxcvXqVA0clCtT12NhYu90WXFBCLAQJscARkOAl4yA97zdUKhX8evFseEX4djh5i4uLEKIQKYuoHko01LOkWy6kDeAhAo0chEKhYDCoPo9Al5734r/StRd5DbPZTPt4JBK5f/++JElg6SjZwYEoSRLtVTQSC8ec7DQj1g4PD8fHx9Pp9MLCAuk3SqWqqsJhyQG2Wq3GFC4rbC4UCjAakkTWNA3GFeSAoZgkwek3JJSQJIl8bjAYlCQJrz8YDDLa+cGDB+DzMRa7u7tLS0vBYJAHRcGS4me6PZJhdJDFqqmqypC3SqUCbFzSnSSLxbK/v8/3QokOfouCDLcC2xSJRMQeXNoeGgNFAo9lEhaEj9FngV5UDYgGTdPcbrfH4+GpAD5QMuJWsA3gCTCPSNGpO3q9HvJECZm3Bi2oPI/2lJ4PA4UAXVJUqgHdgElpNpt/93d/ZzKZGFcJpg8QmKyXSgVJhN1uR8cDyTw4OCDef/r06czMjNlshteEBKfIl2LuNjc3wW2replS0zQz6E1N05rN5snJSSAQoOAAapTUDozCrCzPLW5tNpsFFg+KjnQ6PTExcXBwMDMzY7FY7HZ7p9MhimQEciwWIwyEZFdVVYhJyPLLevaZ9RJVJpfLpenJCH7udDoTicTa2trGxobX6z04OIhEIk+fPo3FYog7SSkGI5KJECGx2CfRNKHorXy8lDHTjc/r9/sv/a1koJ7S9MQ9K4OTSp0Y7SWq1JqOmmJYMAG4qk/Pok3D2Gpx6R+XRE1cIoSUdVDXxcXFlStXqHe1222AQwi9yWRqNptUThks4Pf7aZVuNBpQs5L7YKCmxWJBqsQKiMAFiAAqUAReiqKYP/7443A47Pf77969y/CtUql0fn4OVKFSqcAa3e126cUGaUnpRmwM2dEnT57UarXXX38dLCgSxuivYrE4OzuLfQSVtb+/n8vlmCfDrojTJhSDphfFmPsougbE+jJiGEvEXD8maYk2GEVR4LJmdKD0QlqIVeAJW/qIUWIRJr9pmobXcukPL2kRWUflE6vjzmPsTCYTzfhID9GAw+FYWFioVCqwWiiKYjabGWArcg3Gb3nxHy8KlvF/yX3QL1mv16neWq1WsfcQ5p6fnw8NDU1PT1er1S+++OK1116DMh1jOjQ0dOXKFU3ThA9gPPDsfiwWA6FpVAeyLJsBnLRaLawmdhS/mJ9IklSv1xlVrSgK5T/sKzS1+O+08Vy9ehUmj6tXr96/f7/b7cJSRwDC/dPpNHCR4+Njn89nLISphrYZTW8g4Q8vqRmTyVQul2HzJsxhWmSj0YD/CDHCIatUKsxz/8pdAc0iqhYmk4mpITQa4f+p+vCLFwXLuLWdTgciP7SX6Fuk0/+SV0RNAjfI7XYnEglOlKSn4F8UKdmQhPxVEsalKApJDavVyrwuZKXX67ndbpo1BPWLqqq3b99++PDhF198cevWLU3TwLhKksT0BkKZS68v6/VvYzwo6f6fmQT0wcGBmOND8hqaWkmSQL84nU5JkoC6G0v30Nd+/vnnU1NTb731FtG+pml+v//mzZsffvhhPB6/du3a2dmZIOYPh8O5XG5sbCwQCJyentIOL25IcbTT6QQCASYJzM/P03UkP5/7FiVOHqxUKuEjU62jYw4DR8af9IeINyUdGXJ0dMR9PB4P0CVo3EwmE0kWesWM2/aVm4rrPTw8DP0EJWS41Hd3d5m1YX6e2gVDydSdubm5nj4DV7gcqEz0mfxC8eSSZTc+CXqRwwBJDseDnB8TD71eLycH4OT169c/+OCDvb29ubk5r9fL/GkUzSXTbBTuS9ImJMxM97PVat3e3l5aWgJ9hjFutVq1Wo3TL/IOPDG1nUgkMjQ0tLa2NjExcfXqVYZpkTvFVkKGMTIyAooGJJ3H4yERAm06M9++ROAriqZpMMTRtB4Oh/f391HpxqqZpmf8aO6AyYhqQzweJ6oSbhMI0lQq5fF4CGyFPQXar6qq3++H0wyAwNHR0fz8PC7tp59++uqrrwpKXMqOosHcuKOYMwZe9vt9hmUWi8Xj42N6ZeESN7r/vV4PrEG5XMaP6XQ6VEKpFsuyTNlRVVVcEZvNRg0NbWF+gYdI0zsayJ7Dd0fUmc1mf/GLX0D9srS0RGceC9Jut1966aVf/OIXtCJDJ4a3/eIp+mcuntmMX2Wz2fb29lwuF/lP0XpKSzWDd0G487+Uoh0Ox+eff35+fj41NbW1tRUIBGB754ehUGh0dNTj8fzDP/zDd77zncFgcHp6Wi6XQTuRtx0dHT07O2NAPL1TBKcHBwdjY2M3b97UNM3r9W5sbEBeoOk1V02vNWmaViwWeTBVB5eK46UZqvSBQIAmW8WAfqGJQ+SjNU3L5/OZTMbj8RwfH09OTk5NTREc3blzh+QLRQgRPwoTKetAXsJ1zIQkST6fj7FqoK+M3y5cYIwAyepms9ntdq36pExJksBIipeC8QD+Vapql24LBJeaN4wjXq+XeWP5fP7111+nOoLTYvQ9LBbL9evX79+/T90asBPwiku0AMbrkjv/pcZaWlpih6anpzudTiQSYe4yGOVwOFytVontOQQ06PX7fYZX5fN5l8sF4b0kSaT77t+/z1CkGzduwNSDQ82ISgBu8KKI4TZEuXTuX1xc7O7ufutb3+KsWK1WeDs1Q36LA408iXy63W5nwsUlrYBbFgwGASvT3s3dRKhIdhQCReHopNNpu90+PT398ccfo8XREHa7/fDwMBqNXqoWi4iVb+S2gBOBVRkrj0gk6H76p1lYn8+XSCQkSTo8PIS/idQ57hocJJC1ZLNZXAuReJP1Oma9Xp+ensYBheyEAPn27dsU+4WCv+QbdTqd4+Pjcrk8PT1NhPjRRx9985vfhFLgK2VLfLWiT49WFOVL5uBarcaoRZAOKGdwL4lEIhgMwinIhxlLwQmLxWJgiCEfM5lMBwcHZCk//vjjK1euHB0dvf7660+ePGFOBtT74XDY7XYDmKGPilSbJEm0Q7366quA7vH6ITYSTiIpIjzuarVKCwASwE4LL9DoL8uyHA6HC4UCWlnkNTS9E3p3dxeYkKz3CzCvi9Gy8Gnz+mQKSPyI5b4UJ2o67ARDdnZ2xpgx8Uhgk0gNUDbQNG1oaAigMPAKgR9hBZgrQzZEVVW6VLa3t0dGRmAwEKXx+fl5HpVBpGdnZ4xoAGOYzWbhAWVJyQ8TXMMBE4/HmaesKMrGxsY//uM//tZv/dalItWLp1fTJ41LkmSWJGl4eJh5rMvLy5qOKHc6ncyP8Hq9nBtV78iDUG9jY4POk3q9Dk1voVAgAGEaz7vvvkvRkAr3p59++sYbb1DiZYSTz+ejQZSSsMVicblchUKB2RAiIW702dH59Xp9f39fRDooS7jEEbtLeyxe3mq1ejwe5gIJgSDLB2wGxUDmiVlwpIVtNhtgpsFgkEwmBfpDJPQvmQbWinmzyD0BuaIPL4X0QdO0eDwuerKDwSAKm+Mty7LP5wMmZLFYyERomoahxO4zVQRbCZUGXh0x0KNHj9iv+fn5ZDL5/vvvoylLpVIgEJiYmIjFYmAO6Ku+f/8+hYRnz54NDw+zCysrK48fP65Wq5DE/DOhsWoAbH6pYOPx+Pj4OC4OgE/40/DHYb8Qpw3MCYqkWq3S+EBlem5uDujI8PDwyy+/fHBwcHZ2BkLmJz/5CaefNny73W61WgOBAK2knAZ+iKtBRxpPyRQMcD/lcpkxvkLmVFUltYZ6QzKEByN0taQ3CjPm06JPhW21WoeHh7jtHESTyTQ5ORkMBrkhjh0KNZPJEJqQlcBpM5ZfxPGVJIlEjDF5iF2rVqvJZJLyKM20siwHAgGPx3N6eiqc5aGhIZ6BEq1YDZvNtrGxwYwPSZLwSR4/fry6uur3+/FkkN3XX399bGzshz/8IbS/TqdzY2NjdXX1nXfe+eijj/b29v7qr/4qGo0uLy9/8MEHxWLxa1/72ltvvXXz5s3/9t/+28bGxtzcnNVq/fu//3sqg4KB12j3Lx1gYeKVTqfz5MkTwE9ms/nk5GR/f1+W5StXriwuLgJJEABCjL2mablcLhaLFYtFSZI6nc7jx48hvSiVSmtra91u9+2332amF4QOZrP5zTffZPMgsaB0TSeZYFkm6jGbzaK6LPx0GjoqlQp1CfwSQnrqiSDdxDzcSypEXJIkCY+EX5GqEDGvy+VaXFwcHh4mtiIMnJmZwVrxyjj7fr+fYteLGotFn5qampycxL+W9WoYhOSqqhIzisqsLMvMl0N0IpFIOBxmBQZ69z3bdnZ2xvRkYEsPHz7c3d0lxL537x4zqsHHDg8Ps0T/5//8n1Ao9Nprr6XTaavVurm5yTq88847v/mbv/nSSy+98847v/3bv/3OO+/AGPDtb3/76Ojon/7pn/7sz/7Mbre//fbbNKUJsJAQI+1XpNPMHX2CN/XFBw8ezM7OTk1NMbAepBElF/Qwox9feeWVTqcDXcf09PRv/dZvffjhh7g+BwcHf/AHfyAEMZFInJ6ehkIhsqkEaHQjUtWmM4zmHPYVH5ZR0MRWaAjaNxgVaTabsc7EMpqmpVIpKLXI317aaeP/kl4Rm032n2q6zWZjiqwo+RlPIcT/uDLwkZ6enhaLxfHx8UsAYuG6jY6OwmdBlMd6UmtyuVzHx8eYLcposiybzWbmqeBIiaLnLzfMbM5ms9hZpnzfuHGDQa9wnlNw/Na3voVB73a7YBiZa9xsNhlMAp+H1WrtdrvM65MkicN8dHSkKMrc3Fyr1fr2t78NSa6ocmqGROBXuhxf/uTzzz8n98oIQuIFjLrVaoULhGIZUSFB+zvvvHN4eJhOpxnvNjk5mUgkzs7OHj58ePfuXYqAks4QBOX1+Pg4FWWbzdZoNKgeog6BGIADliQpl8uBeYXAjUDs6OgIdw0gKBgPznEymVxYWGBrZ2dnBTTgKy80EElIo9ygAqnA/Kq/TafT9KqTWqSFOpvNUhW9tL6yoT3apHdg7+7uImRUdjc2NlR9PptJZ/wSAyOMkYe40KMHBwe4gLwISXbw4gCkjOVONA0yR3sZNxFSK5xCvgtQ6/r6uqZpq6urxG1GIyhq9pqObxZiJ4laoaiAcp4gFGWTcA7oQ6JGgcbGWqmqmkqlMpnM8vLy8fFxMBj84IMPoKuDrkjk8VdWVtLpNMUpSmYQuEG5RIqFXkoaQqjM2+12GqmDwSCDuCGrgBNb0dG3ZrMZ13VxcZHw7UWpMv5EURR6HCBfkAyn8EU3/NKOwuvHyuDbQWlRq9WQ5ktuhzCvqj7RBJIBq9UKek48Es9D0CeSauJ7L91TURSqy6oODRUJNtZcMkBoJN1wsxeC4E/RMezif8X9iTPef//9t99+25gh+2euS16mJElmAhZYzpB6fu33+0VBlDZAAjdGZ0mSNDY29uMf/xhI4cTExF/8xV+cnp5CqKcoCl1EYK36/X4sFovH45IkiTwv6YZqtUoJxefzQQPJwXW73cS9JAwh7VAUhbCxr5N4I21er/fs7Oz27duhUOhF2yE2SfwcTUPboNiwX+WWivWS9RYmnB5+hYHDMbq0B5f0DQIBX6tooDXpTaehUIgjdynselFdcVsRu1x6eFXnzpSet1MiW/urYroXl+Lf/tt/K8pi2lcVjqTnswySHrN/GRUK9UXeEm1JWwTjiikOCmQBOQiGW9RqtYcPH5pMprm5ucnJyatXr05OTnJf8BiRSMRsNpPDpV4hFC/ORD6fr9frJJGZyQaVg8fjoRQID5iiD3VCRZFo1fTWuXg8Pjs76/f7SeJdqhZfWjvcI/pLqa0aN0z5qmFX/4yvKssy/SO/aukvyQRJeUoxw8PDBHE0AIvFMf7Vi9pX+9UlQumrfB1JN1j/zLNdulgEUUMzFphf/OSvusn/Fz2jZjbuvcgFAAAAAElFTkSuQmCC",
-      "text/plain": [
-       "<PIL.Image.Image image mode=RGB size=200x142>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "images = [downscale_images(image) for image in retrieved_examples[\"image\"]]\n",
-    "# see the closest text and image\n",
-    "print(retrieved_examples[\"image_description\"])\n",
-    "display(images[0])"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "6JEZJlkD8UrZ"
-   },
-   "source": [
-    "## Saving, pushing and loading the embeddings\n",
-    "We can save the dataset with embeddings with `save_faiss_index`.\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "dXrBMAHx8k51"
-   },
-   "outputs": [],
-   "source": [
-    "ds_with_embeddings.save_faiss_index('embeddings', 'embeddings/embeddings.faiss')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "51dgxmGm-c3x"
-   },
-   "outputs": [],
-   "source": [
-    "ds_with_embeddings.save_faiss_index('image_embeddings', 'embeddings/image_embeddings.faiss')"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "xO0i-dkY-nK5"
-   },
-   "source": [
-    "It's a good practice to store the embeddings in a dataset repository, so we will create one and push our embeddings there to pull later.\n",
-    "We will login to Hugging Face Hub, create a dataset repository there and push our indexes there and load using `snapshot_download`."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "ETmGo_KiAiOr"
-   },
-   "outputs": [],
-   "source": [
-    "from huggingface_hub import HfApi, notebook_login, snapshot_download\n",
-    "notebook_login()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "K3hmtWQn-k9O"
-   },
-   "outputs": [],
-   "source": [
-    "from huggingface_hub import HfApi\n",
-    "api = HfApi()\n",
-    "api.create_repo(\"merve/faiss_embeddings\", repo_type=\"dataset\")\n",
-    "api.upload_folder(\n",
-    "    folder_path=\"./embeddings\",\n",
-    "    repo_id=\"merve/faiss_embeddings\",\n",
-    "    repo_type=\"dataset\",\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "UTVoI9LWBp1x"
-   },
-   "outputs": [],
-   "source": [
-    "snapshot_download(repo_id=\"merve/faiss_embeddings\", repo_type=\"dataset\",\n",
-    "                  local_dir=\"downloaded_embeddings\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "HGkYTJsM9BVx"
-   },
-   "source": [
-    "  We can load the embeddings to the dataset with no embeddings using `load_faiss_index`."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "mbPvs8kV8xTy"
-   },
-   "outputs": [],
-   "source": [
-    "ds = ds[\"train\"]\n",
-    "ds.load_faiss_index('embeddings', './downloaded_embeddings/embeddings.faiss')\n",
-    "# infer again\n",
-    "prmt = \"people under the rain\"\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "mc9JmZSG71WZ"
-   },
-   "outputs": [],
-   "source": [
-    "prmt_embedding = model.get_text_features(\n",
-    "                        **tokenizer([prmt], return_tensors=\"pt\", truncation=True)\n",
-    "                        .to(\"cuda\"))[0].detach().cpu().numpy()\n",
-    "\n",
-    "scores, retrieved_examples = ds.get_nearest_examples('embeddings', prmt_embedding, k=1)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 341
-    },
-    "id": "wckNsAX-9zox",
-    "outputId": "8d5008b4-ab8f-4b42-92e7-b29e57c126cb"
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<PIL.JpegImagePlugin.JpegImageFile image mode=L size=500x324>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "display(retrieved_examples[\"image\"][0])"
-   ]
-  }
- ],
- "metadata": {
-  "accelerator": "GPU",
-  "colab": {
-   "machine_shape": "hm",
-   "provenance": []
-  },
-  "kernelspec": {
-   "display_name": "Python 3",
-   "name": "python3"
-  },
-  "language_info": {
-   "name": "python"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 0
-}
diff --git a/src/notebooks/rag_evaluation.qmd b/src/notebooks/rag_evaluation.qmd
deleted file mode 100644
index 2c29f702f273046fba8fee0d10aebb2480f92d5f..0000000000000000000000000000000000000000
--- a/src/notebooks/rag_evaluation.qmd
+++ /dev/null
@@ -1,786 +0,0 @@
----
-title: RAG Evaluation
-jupyter: python3
-eval: false
----
-
-```{python}
-!pip install -q torch transformers transformers langchain sentence-transformers faiss-gpu openpyxl openai
-```
-
-```{python}
-%reload_ext autoreload
-%autoreload 2
-%reload_ext dotenv
-%dotenv
-```
-
-```{python}
-from tqdm.notebook import tqdm
-import pandas as pd
-from typing import Optional, List, Tuple
-from langchain_core.language_models import BaseChatModel
-import json
-import datasets
-
-pd.set_option("display.max_colwidth", None)
-```
-
-### Load your knowledge base
-
-```{python}
-ds = datasets.load_dataset("m-ric/huggingface_doc", split="train")
-```
-
-# 1. Build a synthetic dataset for evaluation
-We first build a synthetic dataset of questions and associated contexts. The method is to get elements from our knowledge base, and ask an LLM to generate questions based on these documents.
-
-Then we setup other LLM agents to act as quality filters for the generated QA couples: each of them will act as the filter for a specific flaw.
-
-### 1.1. Prepare source documents
-
-```{python}
-from langchain.text_splitter import RecursiveCharacterTextSplitter
-from langchain.docstore.document import Document as LangchainDocument
-
-langchain_docs = [
-    LangchainDocument(page_content=doc["text"], metadata={"source": doc["source"]})
-    for doc in tqdm(ds)
-]
-
-
-text_splitter = RecursiveCharacterTextSplitter(
-    chunk_size=2000,
-    chunk_overlap=200,
-    add_start_index=True,
-    separators=["\n\n", "\n", ".", " ", ""],
-)
-
-docs_processed = []
-for doc in langchain_docs:
-    docs_processed += text_splitter.split_documents([doc])
-```
-
-### 1.2. Setup agents for question generation
-
-We use [Mixtral](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1) for QA couple generation because it it has excellent performance in leaderboards such as [Chatbot Arena](https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboard).
-
-```{python}
-from langchain_community.llms import HuggingFaceHub
-
-repo_id = "mistralai/Mixtral-8x7B-Instruct-v0.1"
-
-llm = HuggingFaceHub(
-    repo_id=repo_id,
-    task="text-generation",
-    model_kwargs={
-        "max_new_tokens": 512,
-        "top_k": 30,
-        "temperature": 0.1,
-        "repetition_penalty": 1.03,
-    },
-)
-```
-
-```{python}
-from langchain_community.chat_models import ChatHuggingFace
-
-chat_model = ChatHuggingFace(llm=llm)
-```
-
-```{python}
-from langchain.prompts import ChatPromptTemplate
-
-QA_generation_prompt = """
-Your task is to write a factoid question and an answer given a context.
-Your factoid question should be answerable with a specific, concise piece of factual information from the context.
-Your factoid question should be formulated in the same style as questions users could ask in a search engine.
-This means that your factoid question MUST NOT mention something like "according to the passage" or "context".
-
-Provide your answer as follows:
-
-Output:::
-Factoid question: (your factoid question)
-Answer: (your answer to the factoid question)
-
-Now here is the context.
-
-Context: {context}\n
-Output:::"""
-
-QA_generation_prompt = ChatPromptTemplate.from_template(QA_generation_prompt)
-QA_generation_agent = QA_generation_prompt | chat_model
-```
-
-Now let's generate our QA couples.
-For this example, we generate only 10 QA couples and will load the rest from the Hub.
-
-But for your specific knowledge base, given that you want to get at least ~100 test samples, and accounting for the fact that we will filter out around half of these with our critique agents later on, you should generate much more, in the >200 samples.
-
-```{python}
-import random
-
-N_GENERATIONS = (
-    10  # We intentionally generate only 10 QA couples here for cost and time considerations
-)
-
-print(f"Generating {N_GENERATIONS} QA couples...")
-outputs = []
-for context in tqdm(random.sample(langchain_docs, N_GENERATIONS)):
-    # Generate QA couple
-    output_QA_couple = QA_generation_agent.invoke({"context": context.page_content}).content
-    try:
-        question = output_QA_couple.split("Factoid question: ")[1].split("Answer: ")[0]
-        answer = output_QA_couple.split("Answer: ")[1]
-        outputs.append(
-            {
-                "context": context.page_content,
-                "question": question,
-                "answer": answer,
-                "source_doc": context.metadata["source"],
-            }
-        )
-    except:
-        continue
-```
-
-```{python}
-display(pd.DataFrame(outputs).head(1))
-```
-
-### 1.3. Setup critique agents
-
-The questions generated by the previous agent can have many flaws: we should do a quality check before validating these questions.
-
-We thus build critique agents that will rate each question on several criteria, given in [this paper](https://huggingface.co/papers/2312.10003):
-- **Groundedness:** can the question be answered from the given context?
-- **Relevance:** is the question relevant to users? For instance, `"What is the date when transformers 4.29.1 was released?"` is not relevant for ML practicioners.
-
-One last failure case we've noticed is when a function is tailored for the particular setting where the question was generated, but undecipherable by itself, like `"What is the name of the function used in this guide?"`.
-We also build a critique agent for this criteria:
-- **Stand-alone**: is the question understandable free of any context, for someone with domain knowledge/Internet access? The opposite of this would be `What is the function used in this article?` for a question generated from a specific blog article.
-
-We systematically score functions with all these agents, and whenever the score is too low for any one of the agents, we eliminate the question from our eval dataset.
-
-💡 ___When asking the agents to output a score, we first ask them to produce its rationale. This will help us verify scores, but most importantly, asking it to first output rationale gives the model more tokens to think and elaborate an answer before summarizing it into a single score token.___
-
-We now build and run these critique agents.
-
-```{python}
-question_groundedness_critique_prompt = """
-You will be given a context and a question.
-Your task is to provide a 'total rating' scoring how well one can answer the given question unambiguously with the given context.
-Give your answer on a scale of 1 to 5, where 1 means that the question is not answerable at all given the context, and 5 means that the question is clearly and unambiguously answerable with the context.
-
-Provide your answer as follows:
-
-Answer:::
-Evaluation: (your rationale for the rating)
-Total rating: (your rating)
-
-Now here are the question and context.
-
-Question: {question}\n
-Context: {context}\n
-Answer::: """
-
-question_relevance_critique_prompt = """
-You will be given a question.
-Your task is to provide a 'total rating' representing how useful this question can be to machine learning developers building NLP applications with the Hugging Face ecosystem.
-Give your answer on a scale of 1 to 5, where 1 means that the question is not useful at all, and 5 means that the question is extremely useful.
-
-Provide your answer as follows:
-
-Answer:::
-Evaluation: (your rationale for the rating)
-Total rating: (your rating)
-
-Now here is the question.
-
-Question: {question}\n
-Answer::: """
-
-question_standalone_critique_prompt = """
-You will be given a question.
-Your task is to provide a 'total rating' representing how context-independant this question is.
-Give your answer on a scale of 1 to 5, where 1 means that the question only makes sense in a specific context, and 5 means that the question makes sense by itself.
-For instance, if the question refers to a particular setting, like 'in the context' or 'in the document', the rating must be 1.
-The questions can contain obscure technical nouns or acronyms like Gradio, Hub, Hugging Face or Space and still be a 5: it must simply be clear to an operator with access to documentation what the question is about.
-
-Provide your answer as follows:
-
-Answer:::
-Evaluation: (your rationale for the rating)
-Total rating: (your rating)
-
-Now here is the question.
-
-Question: {question}\n
-Answer::: """
-
-question_groundedness_critique_prompt = ChatPromptTemplate.from_template(
-    question_groundedness_critique_prompt
-)
-question_groundedness_critique_agent = question_groundedness_critique_prompt | chat_model
-
-question_relevance_critique_prompt = ChatPromptTemplate.from_template(
-    question_relevance_critique_prompt
-)
-question_relevance_critique_agent = question_relevance_critique_prompt | chat_model
-
-question_standalone_critique_prompt = ChatPromptTemplate.from_template(
-    question_standalone_critique_prompt
-)
-question_standalone_critique_agent = question_standalone_critique_prompt | chat_model
-```
-
-```{python}
-print("Generating critique for each QA couple...")
-for output in tqdm(outputs):
-    # Critique the generated QA couple
-    question_groundedness_evaluation = question_groundedness_critique_agent.invoke(
-        {"context": output["context"], "question": output["question"]}
-    ).content
-    question_relevance_evaluation = question_relevance_critique_agent.invoke(
-        {"question": output["question"]}
-    ).content
-    question_standalone_evaluation = question_standalone_critique_agent.invoke(
-        {"question": output["question"]}
-    ).content
-
-    try:
-        groundedness_score = int(question_groundedness_evaluation.split("Total rating: ")[1][0])
-        groundedness_eval = question_groundedness_evaluation.split("Total rating: ")[0].split(
-            "Evaluation: "
-        )[1]
-        relevance_score = int(question_relevance_evaluation.split("Total rating: ")[1][0])
-        relevance_eval = question_relevance_evaluation.split("Total rating: ")[0].split(
-            "Evaluation: "
-        )[1]
-        standalone_score = int(question_standalone_evaluation.split("Total rating: ")[1][0])
-        standalone_eval = question_standalone_evaluation.split("Total rating: ")[0].split(
-            "Evaluation: "
-        )[1]
-        output.update(
-            {
-                "groundedness_score": groundedness_score,
-                "groundedness_eval": groundedness_eval,
-                "relevance_score": relevance_score,
-                "relevance_eval": relevance_eval,
-                "standalone_score": standalone_score,
-                "standalone_eval": standalone_eval,
-            }
-        )
-    except:
-        continue
-```
-
-Now let us filter out bad questions based on our critique agent scores:
-
-```{python}
-import pandas as pd
-
-pd.set_option("display.max_colwidth", None)
-
-generated_questions = pd.DataFrame.from_dict(outputs)
-
-print("Evaluation dataset before filtering:")
-display(
-    generated_questions[
-        ["question", "answer", "groundedness_score", "relevance_score", "standalone_score"]
-    ]
-)
-generated_questions = generated_questions.loc[
-    (generated_questions["groundedness_score"] >= 4)
-    & (generated_questions["relevance_score"] >= 4)
-    & (generated_questions["standalone_score"] >= 4)
-]
-print("============================================")
-print("Final evaluation dataset:")
-display(
-    generated_questions[
-        ["question", "answer", "groundedness_score", "relevance_score", "standalone_score"]
-    ]
-)
-
-eval_dataset = datasets.Dataset.from_pandas(
-    generated_questions, split="train", preserve_index=False
-)
-```
-
-Now our synthetic evaluation dataset is complete! We can evaluate different RAG systems on this evaluation dataset.
-
-We have generated only a few QA couples here to reduce time and cost. But let's kick start the next part by loading a pre-generated dataset:
-
-```{python}
-eval_dataset = datasets.load_dataset("m-ric/huggingface_doc_qa_eval", split="train")
-```
-
-# 2. Build our RAG System
-
-### 2.1. Preprocessing documents to build our vector database
-
-- In this part, __we split the documents from our knowledge base into smaller chunks__: these will be the snippets that are picked by the Retriever, to then be ingested by the Reader LLM as supporting elements for its answer.
-- The goal is to build semantically relevant snippets: not too small to be sufficient for supporting an answer, and not too large too avoid diluting individual ideas.
-
-Many options exist for text splitting:
-- split every `n` words / characters, but this has the risk of cutting in half paragraphs or even sentences
-- split after `n` words / character, but only on sentence boundaries
-- **recursive split** tries to preserve even more of the document structure, by processing it tree-like way, splitting first on the largest units (chapters) then recursively splitting on smaller units (paragraphs, sentences).
-
-To learn more about chunking, I recommend you read [this great notebook](https://github.com/FullStackRetrieval-com/RetrievalTutorials/blob/main/5_Levels_Of_Text_Splitting.ipynb) by Greg Kamradt.
-
-[This space](https://huggingface.co/spaces/m-ric/chunk_visualizer) lets you visualize how different splitting options affect the chunks you get.
-
-> In the following, we use Langchain's `RecursiveCharacterTextSplitter`.
-
-💡 _To measure chunk length in our Text Splitter, our length function will not be the count of characters, but the count of tokens in the tokenized text: indeed, for subsequent embedder that processes token, measuring length in tokens is more relevant and empirically performs better._
-
-```{python}
-from langchain.docstore.document import Document as LangchainDocument
-
-RAW_KNOWLEDGE_BASE = [
-    LangchainDocument(page_content=doc["text"], metadata={"source": doc["source"]})
-    for doc in tqdm(ds)
-]
-```
-
-```{python}
-from langchain.text_splitter import RecursiveCharacterTextSplitter
-from transformers import AutoTokenizer
-
-
-def split_documents(
-    chunk_size: int,
-    knowledge_base: List[LangchainDocument],
-    tokenizer_name: str,
-) -> List[LangchainDocument]:
-    """
-    Split documents into chunks of size `chunk_size` characters and return a list of documents.
-    """
-    text_splitter = RecursiveCharacterTextSplitter.from_huggingface_tokenizer(
-        AutoTokenizer.from_pretrained(tokenizer_name),
-        chunk_size=chunk_size,
-        chunk_overlap=int(chunk_size / 10),
-        add_start_index=True,
-        strip_whitespace=True,
-        separators=["\n\n", "\n", ".", " ", ""],
-    )
-
-    docs_processed = []
-    for doc in knowledge_base:
-        docs_processed += text_splitter.split_documents([doc])
-
-    # Remove duplicates
-    unique_texts = {}
-    docs_processed_unique = []
-    for doc in docs_processed:
-        if doc.page_content not in unique_texts:
-            unique_texts[doc.page_content] = True
-            docs_processed_unique.append(doc)
-
-    return docs_processed_unique
-```
-
-### 2.2. Retriever - embeddings 🗂️
-The __retriever acts like an internal search engine__: given the user query, it returns the most relevant documents from your knowledge base.
-
-> For the knowledge base, we use Langchain vector databases since __it offers a convenient [FAISS](https://github.com/facebookresearch/faiss) index and allows us to keep document metadata throughout the processing__.
-
-🛠️ __Options included:__
-
-- Tune the chunking method:
-    - Size of the chunks
-    - Method: split on different separators, use [semantic chunking](https://python.langchain.com/docs/modules/data_connection/document_transformers/semantic-chunker)...
-- Change the embedding model
-
-```{python}
-from langchain.vectorstores import FAISS
-from langchain_community.embeddings import HuggingFaceEmbeddings
-from langchain_community.vectorstores.utils import DistanceStrategy
-import os
-
-
-def load_embeddings(
-    langchain_docs: List[LangchainDocument],
-    chunk_size: int,
-    embedding_model_name: Optional[str] = "thenlper/gte-small",
-) -> FAISS:
-    """
-    Creates a FAISS index from the given embedding model and documents. Loads the index directly if it already exists.
-
-    Args:
-        langchain_docs: list of documents
-        chunk_size: size of the chunks to split the documents into
-        embedding_model_name: name of the embedding model to use
-
-    Returns:
-        FAISS index
-    """
-    # load embedding_model
-    embedding_model = HuggingFaceEmbeddings(
-        model_name=embedding_model_name,
-        multi_process=True,
-        model_kwargs={"device": "cuda"},
-        encode_kwargs={"normalize_embeddings": True},  # set True to compute cosine similarity
-    )
-
-    # Check if embeddings already exist on disk
-    index_name = f"index_chunk:{chunk_size}_embeddings:{embedding_model_name.replace('/', '~')}"
-    index_folder_path = f"./data/indexes/{index_name}/"
-    if os.path.isdir(index_folder_path):
-        return FAISS.load_local(
-            index_folder_path,
-            embedding_model,
-            distance_strategy=DistanceStrategy.COSINE,
-        )
-
-    else:
-        print("Index not found, generating it...")
-        docs_processed = split_documents(
-            chunk_size,
-            langchain_docs,
-            embedding_model_name,
-        )
-        knowledge_index = FAISS.from_documents(
-            docs_processed, embedding_model, distance_strategy=DistanceStrategy.COSINE
-        )
-        knowledge_index.save_local(index_folder_path)
-        return knowledge_index
-```
-
-### 2.3. Reader - LLM 💬
-
-In this part, the __LLM Reader reads the retrieved documents to formulate its answer.__
-
-🛠️ Here we tried the following options to improve results:
-- Switch reranking on/off
-- Change the reader model
-
-```{python}
-RAG_PROMPT_TEMPLATE = """
-<|system|>
-Using the information contained in the context,
-give a comprehensive answer to the question.
-Respond only to the question asked, response should be concise and relevant to the question.
-Provide the number of the source document when relevant.
-If the answer cannot be deduced from the context, do not give an answer.</s>
-<|user|>
-Context:
-{context}
----
-Now here is the question you need to answer.
-
-Question: {question}
-</s>
-<|assistant|>
-"""
-```
-
-```{python}
-from langchain_community.llms import HuggingFaceHub
-
-repo_id = "HuggingFaceH4/zephyr-7b-beta"
-READER_MODEL_NAME = "zephyr-7b-beta"
-
-READER_LLM = HuggingFaceHub(
-    repo_id=repo_id,
-    task="text-generation",
-    model_kwargs={
-        "max_new_tokens": 512,
-        "top_k": 30,
-        "temperature": 0.1,
-        "repetition_penalty": 1.03,
-    },
-)
-```
-
-```{python}
-from ragatouille import RAGPretrainedModel
-from langchain_core.vectorstores import VectorStore
-from langchain_core.language_models.llms import LLM
-
-
-def answer_with_rag(
-    question: str,
-    llm: LLM,
-    knowledge_index: VectorStore,
-    reranker: Optional[RAGPretrainedModel] = None,
-    num_retrieved_docs: int = 30,
-    num_docs_final: int = 7,
-) -> Tuple[str, List[LangchainDocument]]:
-    """Answer a question using RAG with the given knowledge index."""
-    # Gather documents with retriever
-    relevant_docs = knowledge_index.similarity_search(query=question, k=num_retrieved_docs)
-    relevant_docs = [doc.page_content for doc in relevant_docs]  # keep only the text
-
-    # Optionally rerank results
-    if reranker:
-        relevant_docs = reranker.rerank(question, relevant_docs, k=num_docs_final)
-        relevant_docs = [doc["content"] for doc in relevant_docs]
-
-    relevant_docs = relevant_docs[:num_docs_final]
-
-    # Build the final prompt
-    context = "\nExtracted documents:\n"
-    context += "".join([f"Document {str(i)}:::\n" + doc for i, doc in enumerate(relevant_docs)])
-
-    final_prompt = RAG_PROMPT_TEMPLATE.format(question=question, context=context)
-
-    # Redact an answer
-    answer = llm(final_prompt)
-
-    return answer, relevant_docs
-```
-
-# 3. Benchmarking the RAG system
-
-The RAG system and the evaluation datasets are now ready. The last step is to judge the RAG system's output on this evlauation dataset.
-
-To this end, __we setup a judge agent__. ⚖️🤖
-
-Out of [the different RAG evaluation metrics](https://docs.ragas.io/en/latest/concepts/metrics/index.html), we choose to focus only on faithfulness since it the best end-to-end metric of our system's performance.
-
-> We use GPT4 as a judge for its empirically good performance, but you could try with other models such as [kaist-ai/prometheus-13b-v1.0](https://huggingface.co/kaist-ai/prometheus-13b-v1.0) or [BAAI/JudgeLM-33B-v1.0](https://huggingface.co/BAAI/JudgeLM-33B-v1.0).
-
-💡 _In the evaluation prompt, we give a detailed description each metric on the scale 1-5, as is done in [Prometheus's prompt template](https://huggingface.co/kaist-ai/prometheus-13b-v1.0): this helps the model ground its metric precisely. If instead you give the judge LLM a vague scale to work with, the outputs will not be consistent enough between different examples._
-
-💡 _Again, prompting the LLM to output rationale before giving its final score gives it more tokens to help it formalize and elaborate a judgement._
-
-```{python}
-def run_rag_tests(
-    eval_dataset: datasets.Dataset,
-    llm: BaseChatModel,
-    knowledge_index: VectorStore,
-    output_file: str,
-    reranker: Optional[RAGPretrainedModel] = None,
-    verbose: Optional[bool] = True,
-    test_settings: Optional[str] = None,  # To document the test settings used
-):
-    """Runs RAG tests on the given dataset and saves the results to the given output file."""
-    try:  # load previous generations if they exist
-        with open(output_file, "r") as f:
-            outputs = json.load(f)
-    except:
-        outputs = []
-
-    for example in tqdm(eval_dataset):
-        question = example["question"]
-        if question in [output["question"] for output in outputs]:
-            continue
-
-        answer, relevant_docs = answer_with_rag(question, llm, knowledge_index, reranker=reranker)
-        if verbose:
-            print("=======================================================")
-            print(f"Question: {question}")
-            print(f"Answer: {answer}")
-            print(f'True answer: {example["answer"]}')
-        result = {
-            "question": question,
-            "true_answer": example["answer"],
-            "source_doc": example["source_doc"],
-            "generated_answer": answer,
-            "retrieved_docs": [doc for doc in relevant_docs],
-        }
-        if test_settings:
-            result["test_settings"] = test_settings
-        outputs.append(result)
-
-        with open(output_file, "w") as f:
-            json.dump(outputs, f)
-```
-
-```{python}
-EVALUATION_PROMPT = """###Task Description:
-An instruction (might include an Input inside it), a response to evaluate, a reference answer that gets a score of 5, and a score rubric representing a evaluation criteria are given.
-1. Write a detailed feedback that assess the quality of the response strictly based on the given score rubric, not evaluating in general.
-2. After writing a feedback, write a score that is an integer between 1 and 5. You should refer to the score rubric.
-3. The output format should look as follows: \"Feedback: {{write a feedback for criteria}} [RESULT] {{an integer number between 1 and 5}}\"
-4. Please do not generate any other opening, closing, and explanations. Be sure to include [RESULT] in your output.
-
-###The instruction to evaluate:
-{instruction}
-
-###Response to evaluate:
-{response}
-
-###Reference Answer (Score 5):
-{reference_answer}
-
-###Score Rubrics:
-[Is the response correct, accurate, and factual based on the reference answer?]
-Score 1: The response is completely incorrect, inaccurate, and/or not factual.
-Score 2: The response is mostly incorrect, inaccurate, and/or not factual.
-Score 3: The response is somewhat correct, accurate, and/or factual.
-Score 4: The response is mostly correct, accurate, and factual.
-Score 5: The response is completely correct, accurate, and factual.
-
-###Feedback:"""
-
-from langchain.prompts.chat import (
-    ChatPromptTemplate,
-    HumanMessagePromptTemplate,
-)
-from langchain.schema import SystemMessage
-
-
-evaluation_prompt_template = ChatPromptTemplate.from_messages(
-    [
-        SystemMessage(content="You are a fair evaluator language model."),
-        HumanMessagePromptTemplate.from_template(EVALUATION_PROMPT),
-    ]
-)
-```
-
-```{python}
-from langchain.chat_models import ChatOpenAI
-
-eval_chat_model = ChatOpenAI(model="gpt-4-1106-preview", temperature=0)
-evaluator_name = "GPT4"
-
-
-def evaluate_answers(
-    answer_path: str,
-    eval_chat_model: BaseChatModel,
-    evaluator_name: str,
-    evaluation_prompt_template: ChatPromptTemplate,
-) -> None:
-    """Evaluates generated answers. Modifies the given answer file in place for better checkpointing."""
-    answers = []
-    if os.path.isfile(answer_path):  # load previous generations if they exist
-        answers = json.load(open(answer_path, "r"))
-
-    for experiment in tqdm(answers):
-        if f"eval_score_{evaluator_name}" in experiment:
-            continue
-
-        eval_prompt = evaluation_prompt_template.format_messages(
-            instruction=experiment["question"],
-            response=experiment["generated_answer"],
-            reference_answer=experiment["true_answer"],
-        )
-        eval_result = eval_chat_model.invoke(eval_prompt)
-        feedback, score = [item.strip() for item in eval_result.content.split("[RESULT]")]
-        experiment[f"eval_score_{evaluator_name}"] = score
-        experiment[f"eval_feedback_{evaluator_name}"] = feedback
-
-        with open(answer_path, "w") as f:
-            json.dump(answers, f)
-```
-
-🚀 Let's run the tests and evaluate answers!👇
-
-```{python}
-if not os.path.exists("./output"):
-    os.mkdir("./output")
-
-for chunk_size in [200]:  # Add other chunk sizes (in tokens) as needed
-    for embeddings in ["thenlper/gte-small"]:  # Add other embeddings as needed
-        for rerank in [True, False]:
-            settings_name = f"chunk:{chunk_size}_embeddings:{embeddings.replace('/', '~')}_rerank:{rerank}_reader-model:{READER_MODEL_NAME}"
-            output_file_name = f"./output/rag_{settings_name}.json"
-
-            print(f"Running evaluation for {settings_name}:")
-
-            print("Loading knowledge base embeddings...")
-            knowledge_index = load_embeddings(
-                RAW_KNOWLEDGE_BASE,
-                chunk_size=chunk_size,
-                embedding_model_name=embeddings,
-            )
-
-            print("Running RAG...")
-            reranker = (
-                RAGPretrainedModel.from_pretrained("colbert-ir/colbertv2.0") if rerank else None
-            )
-            run_rag_tests(
-                eval_dataset=eval_dataset,
-                llm=READER_LLM,
-                knowledge_index=knowledge_index,
-                output_file=output_file_name,
-                reranker=reranker,
-                verbose=False,
-                test_settings=settings_name,
-            )
-
-            print("Running evaluation...")
-            evaluate_answers(
-                output_file_name,
-                eval_chat_model,
-                evaluator_name,
-                evaluation_prompt_template,
-            )
-```
-
-### Inspect results
-
-```{python}
-import glob
-
-outputs = []
-for file in glob.glob("./output/*.json"):
-    output = pd.DataFrame(json.load(open(file, "r")))
-    output["settings"] = file
-    outputs.append(output)
-result = pd.concat(outputs)
-```
-
-```{python}
-result["eval_score_GPT4"] = result["eval_score_GPT4"].apply(
-    lambda x: int(x) if isinstance(x, str) else 1
-)
-result["eval_score_GPT4"] = (result["eval_score_GPT4"] - 1) / 4
-```
-
-```{python}
-average_scores = result.groupby("settings")["eval_score_GPT4"].mean()
-average_scores.sort_values()
-```
-
-## Example results
-
-Let us load the results that I obtained by tweaking the different options available in this notebook.
-For more detail on why these options could work on not, see the notebook on [advanced_RAG](advanced_rag).
-
-As you can see in the graph below, some tweaks do not bring any improvement, some give huge performance boosts.
-
-➡️ ___There is no single good recipe: you should try several different directions when tuning your RAG systems.___
-
-```{python}
-import plotly.express as px
-
-scores = datasets.load_dataset("m-ric/rag_scores_cookbook", split="train")
-scores = pd.Series(scores["score"], index=scores["settings"])
-```
-
-```{python}
-fig = px.bar(
-    scores,
-    color=scores,
-    labels={
-        "value": "Accuracy",
-        "settings": "Configuration",
-    },
-    color_continuous_scale="bluered",
-)
-fig.update_layout(w
-    width=1000,
-    height=600,
-    barmode="group",
-    yaxis_range=[0, 100],
-    title="<b>Accuracy of different RAG configurations</b>",
-    xaxis_title="RAG settings",
-    font=dict(size=15),
-)
-fig.layout.yaxis.ticksuffix = "%"
-fig.update_coloraxes(showscale=False)
-fig.update_traces(texttemplate="%{y:.1f}", textposition="outside")
-fig.show()
-```
-
-<img src="https://huggingface.co/datasets/huggingface/cookbook-images/resolve/main/RAG_settings_accuracy.png" height="500" width="800">
-
-As you can see, these had varying impact on performance. In particular, tuning the chunk size is both easy and very impactful.
-
-But this is our case: your results could be very different: now that you have a robust evaluation pipeline, you can set on to explore other options! 🗺️
-
diff --git a/src/notebooks/rag_zephyr_langchain.qmd b/src/notebooks/rag_zephyr_langchain.qmd
deleted file mode 100644
index 8db9bf70750043f834b3a9c18391ed1189889c27..0000000000000000000000000000000000000000
--- a/src/notebooks/rag_zephyr_langchain.qmd
+++ /dev/null
@@ -1,232 +0,0 @@
----
-title: Simple RAG
-jupyter: python3
-eval: false
-code-annotations: hover
-
----
-
-```{python}
-!pip install -q torch transformers accelerate bitsandbytes transformers sentence-transformers faiss-gpu
-```
-
-```{python}
-!pip install -q langchain
-```
-
-::: callout-note
-If running in Google Colab, you may need to run this cell to make sure you're using UTF-8 locale to install LangChain
-```{python}
-import locale
-locale.getpreferredencoding = lambda: "UTF-8"
-```
-:::
-
-
-## Prepare the data
-
-In this example, we'll load all of the issues (both open and closed) from [PEFT library's repo](https://github.com/huggingface/peft).
-
-First, you need to acquire a [GitHub personal access token](https://github.com/settings/tokens?type=beta) to access the GitHub API.
-
-```{python}
-from getpass import getpass
-
-ACCESS_TOKEN = getpass("YOUR_GITHUB_PERSONAL_TOKEN")  # <1>
-```
-1. You can also use an environment variable to store your token.
-
-Next, we'll load all of the issues in the [huggingface/peft](https://github.com/huggingface/peft) repo:
-- By default, pull requests are considered issues as well, here we chose to exclude them from data with by setting `include_prs=False`
-- Setting `state = "all"` means we will load both open and closed issues.
-
-```{python}
-from langchain.document_loaders import GitHubIssuesLoader
-
-loader = GitHubIssuesLoader(
-    repo="huggingface/peft",
-    access_token=ACCESS_TOKEN,
-    include_prs=False,
-    state="all"
-)
-
-docs = loader.load()
-```
-
-The content of individual GitHub issues may be longer than what an embedding model can take as input. If we want to embed all of the available content, we need to chunk the documents into appropriately sized pieces.
-
-The most common and straightforward approach to chunking is to define a fixed size of chunks and whether there should be any overlap between them. Keeping some overlap between chunks allows us to preserve some semantic context between the chunks.
-
-Other approaches are typically more involved and take into account the documents' structure and context. For example, one may want to split a document based on sentences or paragraphs, or create chunks based on the
-
-The fixed-size chunking, however, works well for most common cases, so that is what we'll do here.
-
-```{python}
-from langchain.text_splitter import CharacterTextSplitter
-
-splitter = CharacterTextSplitter(chunk_size=512, chunk_overlap=30)
-
-chunked_docs = splitter.split_documents(docs)
-```
-
-## Create the embeddings + retriever
-
-Now that the docs are all of the appropriate size, we can create a database with their embeddings.
-
-To create document chunk embeddings we'll use the `HuggingFaceEmbeddings` and the [`BAAI/bge-base-en-v1.5`](https://huggingface.co/BAAI/bge-base-en-v1.5) embeddings model. To create the vector database, we'll use `FAISS`, a library developed by Facebook AI. This library offers efficient similarity search and clustering of dense vectors, which is what we need here. FAISS is currently one of the most used libraries for NN search in massive datasets. 
-
-::: callout-tip
-There are many other embeddings models available on the Hub, and you can keep an eye on the best performing ones by checking the [Massive Text Embedding Benchmark (MTEB) Leaderboard](https://huggingface.co/spaces/mteb/leaderboard).
-:::
-
-We'll access both the embeddings model and FAISS via LangChain API.
-
-```{python}
-from langchain.vectorstores import FAISS
-from langchain.embeddings import HuggingFaceEmbeddings
-
-db = FAISS.from_documents(chunked_docs,
-                          HuggingFaceEmbeddings(model_name='BAAI/bge-base-en-v1.5'))
-```
-
-We need a way to return(retrieve) the documents given an unstructured query. For that, we'll use the `as_retriever` method using the `db` as a backbone:
-- `search_type="similarity"` means we want to perform similarity search between the query and documents
-- `search_kwargs={'k': 4}` instructs the retriever to return top 4 results.
-
-```{python}
-retriever = db.as_retriever(
-    search_type="similarity",            # <1>
-    search_kwargs={'k': 4}               # <1>
-)
-```
-1. The ideal search type is context dependent, and you should experiment to find the best one for your data.
-
-The vector database and retriever are now set up, next we need to set up the next piece of the chain - the model.
-
-## Load quantized model
-
-For this example, we chose [`HuggingFaceH4/zephyr-7b-beta`](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta), a small but powerful model.
-To make inference faster, we will load the quantized version of the model:
-
-:::::: {.callout-tip}
-With many models being released every week, you may want to substitute this model to the latest and greatest. The best way to keep track of open source LLMs is to check the [Open-source LLM leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard).
-:::
-
-```{python}
-import torch
-from transformers import AutoTokenizer, AutoModelForCausalLM, BitsAndBytesConfig
-
-model_name = 'HuggingFaceH4/zephyr-7b-beta'
-
-bnb_config = BitsAndBytesConfig(
-    load_in_4bit=True,
-    bnb_4bit_use_double_quant=True,
-    bnb_4bit_quant_type="nf4",
-    bnb_4bit_compute_dtype=torch.bfloat16
-)
-
-model = AutoModelForCausalLM.from_pretrained(model_name, quantization_config=bnb_config)
-tokenizer = AutoTokenizer.from_pretrained(model_name)
-```
-
-## Setup the LLM chain
-
-Finally, we have all the pieces we need to set up the LLM chain.
-
-First, create a text_generation pipeline using the loaded model and its tokenizer.
-
-Next, create a prompt template - this should follow the format of the model, so if you substitute the model checkpoint, make sure to use the appropriate formatting.
-
-```{python}
-from langchain.llms import HuggingFacePipeline
-from langchain.prompts import PromptTemplate
-from transformers import pipeline
-from langchain_core.output_parsers import StrOutputParser
-
-text_generation_pipeline = pipeline(
-    model=model,                # <1> 
-    tokenizer=tokenizer,        # <2> 
-    task="text-generation",     # <3> 
-    temperature=0.2,            # <4> 
-    do_sample=True,             # <5> 
-    repetition_penalty=1.1,     # <6> 
-    return_full_text=True,      # <7> 
-    max_new_tokens=400,         # <8> 
-)
-
-llm = HuggingFacePipeline(pipeline=text_generation_pipeline)
-
-prompt_template = """
-<|system|>
-Answer the question based on your knowledge. Use the following context to help:
-
-{context}
-
-</s>
-<|user|>
-{question}
-</s>
-<|assistant|>
-
- """
-
-prompt = PromptTemplate(
-    input_variables=["context", "question"],
-    template=prompt_template,
-)
-
-llm_chain = prompt | llm | StrOutputParser()
-```
-
-1. The pre-trained model for text generation.
-2. Tokenizer to preprocess input text and postprocess generated output.
-3. Specifies the task as text generation.
-4. Controls the randomness in the output generation. Lower values make the output more deterministic.
-5. Enables sampling to introduce randomness in the output generation.
-6. Penalizes repetition in the output to encourage diversity.
-7. Returns the full generated text including the input prompt.
-8. Limits the maximum number of new tokens generated.
-
-Note: _You can also use `tokenizer.apply_chat_template` to convert a list of messages (as dicts: `{'role': 'user', 'content': '(...)'}`) into a string with the appropriate chat format._
-
-
-Finally, we need to combine the `llm_chain` with the retriever to create a RAG chain. We pass the original question through to the final generation step, as well as the retrieved context docs:
-
-```{python}
-from langchain_core.runnables import RunnablePassthrough
-
-retriever = db.as_retriever()
-
-rag_chain = (
- {"context": retriever, "question": RunnablePassthrough()}
-    | llm_chain
-)
-```
-
-## Compare the results
-
-Let's see the difference RAG makes in generating answers to the library-specific questions.
-
-```{python}
-question = "How do you combine multiple adapters?"
-```
-
-First, let's see what kind of answer we can get with just the model itself, no context added:
-
-```{python}
-#| colab: {base_uri: 'https://localhost:8080/', height: 125}
-llm_chain.invoke({"context":"", "question": question})
-```
-
-As you can see, the model interpreted the question as one about physical computer adapters, while in the context of PEFT, "adapters" refer to LoRA adapters.
-Let's see if adding context from GitHub issues helps the model give a more relevant answer:
-
-```{python}
-#| colab: {base_uri: 'https://localhost:8080/', height: 125}
-rag_chain.invoke(question)
-```
-
-As we can see, the added context, really helps the exact same model, provide a much more relevant and informed answer to the library-specific question.
-
-Notably, combining multiple adapters for inference has been added to the library, and one can find this information in the documentation, so for the next iteration of this RAG it may be worth including documentation embeddings.
-
diff --git a/src/notebooks/single_gpu.ipynb b/src/notebooks/single_gpu.ipynb
deleted file mode 100644
index f59a9ad16e3388b316c89121ab19a4126a02e35a..0000000000000000000000000000000000000000
--- a/src/notebooks/single_gpu.ipynb
+++ /dev/null
@@ -1,1129 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "FNdZ-kD0l78P"
-   },
-   "source": [
-    "---\n",
-    "title: Single GPU Fine-tuning\n",
-    "---\n",
-    "\n",
-    "# Fine-tuning a Code LLM on Custom Code on a single GPU\n",
-    "\n",
-    "_Authored by: [Maria Khalusova](https://github.com/MKhalusova)_\n",
-    "\n",
-    "Publicly available code LLMs such as Codex, StarCoder, and Code Llama are great at generating code that adheres to general programming principles and syntax, but they may not align with an organization's internal conventions, or be aware of proprietary libraries.\n",
-    "\n",
-    "In this notebook, we'll see show how you can fine-tune a code LLM on private code bases to enhance its contextual awareness and improve a model's usefulness to your organization's needs. Since the code LLMs are quite large, fine-tuning them in a traditional manner can be resource-draining. Worry not! We will show how you can optimize fine-tuning to fit on a single GPU.\n",
-    "\n",
-    "\n",
-    "## Dataset\n",
-    "\n",
-    "For this example, we picked the top 10 Hugging Face public repositories on GitHub. We have excluded non-code files from the data, such as images, audio files, presentations, and so on. For Jupyter notebooks, we've kept only cells containing code. The resulting code is stored as a dataset that you can find on the Hugging Face Hub under [`smangrul/hf-stack-v1`](https://huggingface.co/datasets/smangrul/hf-stack-v1). It contains repo id, file path, and file content.\n",
-    "\n",
-    "\n",
-    "## Model\n",
-    "\n",
-    "We'll finetune [`bigcode/starcoderbase-1b`](https://huggingface.co/bigcode/starcoderbase-1b), which is a 1B parameter model trained on 80+ programming languages. This is a gated model, so if you plan to run this notebook with this exact model, you'll need to gain access to it on the model's page. Log in to your Hugging Face account to do so:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "bPlCJYDK6vrF"
-   },
-   "outputs": [],
-   "source": [
-    "from huggingface_hub import notebook_login\n",
-    "\n",
-    "notebook_login()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "WMVe_c8q43Qo"
-   },
-   "source": [
-    "To get started, let's install all the necessary libraries. As you can see, in addition to `transformers` and `datasets`, we'll be using `peft`, `bitsandbytes`, and `flash-attn` to optimize the training.\n",
-    "\n",
-    "By employing parameter-efficient training techniques, we can run this notebook on a single A100 High-RAM GPU."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "Fp7i8WMCjKJG"
-   },
-   "outputs": [],
-   "source": [
-    "!pip install -q transformers datasets peft bitsandbytes flash-attn"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "16EdABzt3_Ig"
-   },
-   "source": [
-    "Let's define some variables now. Feel free to play with these."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "hru3G-CLmqis"
-   },
-   "outputs": [],
-   "source": [
-    "MODEL=\"bigcode/starcoderbase-1b\" # Model checkpoint on the Hugging Face Hub\n",
-    "DATASET=\"smangrul/hf-stack-v1\"   # Dataset on the Hugging Face Hub\n",
-    "DATA_COLUMN=\"content\"            # Column name containing the code content\n",
-    "\n",
-    "SEQ_LENGTH=2048                  # Sequence length\n",
-    "\n",
-    "# Training arguments\n",
-    "MAX_STEPS=2000                   # max_steps\n",
-    "BATCH_SIZE=16                    # batch_size\n",
-    "GR_ACC_STEPS=1                   # gradient_accumulation_steps\n",
-    "LR=5e-4                          # learning_rate\n",
-    "LR_SCHEDULER_TYPE=\"cosine\"       # lr_scheduler_type\n",
-    "WEIGHT_DECAY=0.01                # weight_decay\n",
-    "NUM_WARMUP_STEPS=30              # num_warmup_steps\n",
-    "EVAL_FREQ=100                    # eval_freq\n",
-    "SAVE_FREQ=100                    # save_freq\n",
-    "LOG_FREQ=25                      # log_freq\n",
-    "OUTPUT_DIR=\"peft-starcoder-lora-a100\" # output_dir\n",
-    "BF16=True                        # bf16\n",
-    "FP16=False                       # no_fp16\n",
-    "\n",
-    "# FIM trasformations arguments\n",
-    "FIM_RATE=0.5                     # fim_rate\n",
-    "FIM_SPM_RATE=0.5                 # fim_spm_rate\n",
-    "\n",
-    "# LORA\n",
-    "LORA_R=8                         # lora_r\n",
-    "LORA_ALPHA=32                    # lora_alpha\n",
-    "LORA_DROPOUT=0.0                 # lora_dropout\n",
-    "LORA_TARGET_MODULES=\"c_proj,c_attn,q_attn,c_fc,c_proj\"    # lora_target_modules\n",
-    "\n",
-    "# bitsandbytes config\n",
-    "USE_NESTED_QUANT=True            # use_nested_quant\n",
-    "BNB_4BIT_COMPUTE_DTYPE=\"bfloat16\"# bnb_4bit_compute_dtype\n",
-    "\n",
-    "SEED=0"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "FyZSXTbJrcnC"
-   },
-   "outputs": [],
-   "source": [
-    "from transformers import (\n",
-    "    AutoModelForCausalLM,\n",
-    "    AutoTokenizer,\n",
-    "    Trainer,\n",
-    "    TrainingArguments,\n",
-    "    logging,\n",
-    "    set_seed,\n",
-    "    BitsAndBytesConfig,\n",
-    ")\n",
-    "\n",
-    "set_seed(SEED)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "pO7F5L5AtKo1"
-   },
-   "source": [
-    "## Prepare the data"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "1LmrIZqP0oUE"
-   },
-   "source": [
-    "Begin by loading the data. As the dataset is likely to be quite large, make sure to enable the streaming mode. Streaming allows us to load the data progressively as we iterate over the dataset instead of downloading the whole dataset at once.\n",
-    "\n",
-    "We'll reserve the first 4000 examples as the validation set, and everything else will be the training data."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "4oJZvZb-1J88"
-   },
-   "outputs": [],
-   "source": [
-    "from datasets import load_dataset\n",
-    "import torch\n",
-    "from tqdm import tqdm\n",
-    "\n",
-    "\n",
-    "dataset = load_dataset(\n",
-    "    DATASET,\n",
-    "    data_dir=\"data\",\n",
-    "    split=\"train\",\n",
-    "    streaming=True,\n",
-    ")\n",
-    "\n",
-    "valid_data = dataset.take(4000)\n",
-    "train_data = dataset.skip(4000)\n",
-    "train_data = train_data.shuffle(buffer_size=5000, seed=SEED)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "sLQ8t0LM2GR6"
-   },
-   "source": [
-    "At this step, the dataset still contains raw data with code of arbitraty length. For training, we need inputs of fixed length. Let's create an Iterable dataset that would return constant-length chunks of tokens from a stream of text files.\n",
-    "\n",
-    "First, let's estimate the average number of characters per token in the dataset, which will help us later estimate the number of tokens in the text buffer later. By default, we'll only take 400 examples (`nb_examples`) from the dataset. Using only a subset of the entire dataset will reduce computational cost while still providing a reasonable estimate of the overall character-to-token ratio."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "id": "KCiAvydztNsu",
-    "outputId": "cabf7fd0-a922-4371-cbc6-60ee99ef7469"
-   },
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "100%|██████████| 400/400 [00:10<00:00, 39.87it/s] "
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "The character to token ratio of the dataset is: 2.43\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "tokenizer = AutoTokenizer.from_pretrained(MODEL, trust_remote_code=True)\n",
-    "\n",
-    "def chars_token_ratio(dataset, tokenizer, data_column, nb_examples=400):\n",
-    "    \"\"\"\n",
-    "    Estimate the average number of characters per token in the dataset.\n",
-    "    \"\"\"\n",
-    "\n",
-    "    total_characters, total_tokens = 0, 0\n",
-    "    for _, example in tqdm(zip(range(nb_examples), iter(dataset)), total=nb_examples):\n",
-    "        total_characters += len(example[data_column])\n",
-    "        total_tokens += len(tokenizer(example[data_column]).tokens())\n",
-    "\n",
-    "    return total_characters / total_tokens\n",
-    "\n",
-    "\n",
-    "chars_per_token = chars_token_ratio(train_data, tokenizer, DATA_COLUMN)\n",
-    "print(f\"The character to token ratio of the dataset is: {chars_per_token:.2f}\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "6F13VGobB3Ma"
-   },
-   "source": [
-    "The character-to-token ratio can also be used as an indicator of the quality of text tokenization. For instance, a character-to-token ratio of 1.0 would mean that each character is represented with a token, which is not very meaningful. This would indicate poor tokenization. In standard English text, one token is typically equivalent to approximately four characters, meaning the character-to-token ratio is around 4.0. We can expect a lower ratio in the code dataset, but generally speaking, a number between 2.0 and 3.5 can be considered good enough."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "rcwYFRPpwxea"
-   },
-   "source": [
-    "**Optional FIM transformations**\n",
-    "\n",
-    "\n",
-    "Autoregressive language models typically generate sequences from left to right. By applying the FIM transformations, the model can also learn to infill text.  Check out [\"Efficient Training of Language Models to Fill in the Middle\" paper](https://arxiv.org/pdf/2207.14255.pdf) to learn more about the technique.\n",
-    "We'll define the FIM transformations here and will use them when creating the Iterable Dataset. However, if you want to omit transformations, feel free to set `fim_rate` to 0."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "zmejYvEKw1E-"
-   },
-   "outputs": [],
-   "source": [
-    "import functools\n",
-    "import numpy as np\n",
-    "\n",
-    "\n",
-    "# Helper function to get token ids of the special tokens for prefix, suffix and middle for FIM transformations.\n",
-    "@functools.lru_cache(maxsize=None)\n",
-    "def get_fim_token_ids(tokenizer):\n",
-    "    try:\n",
-    "        FIM_PREFIX, FIM_MIDDLE, FIM_SUFFIX, FIM_PAD = tokenizer.special_tokens_map[\"additional_special_tokens\"][1:5]\n",
-    "        suffix_tok_id, prefix_tok_id, middle_tok_id, pad_tok_id = (\n",
-    "            tokenizer.vocab[tok] for tok in [FIM_SUFFIX, FIM_PREFIX, FIM_MIDDLE, FIM_PAD]\n",
-    "        )\n",
-    "    except KeyError:\n",
-    "        suffix_tok_id, prefix_tok_id, middle_tok_id, pad_tok_id = None, None, None, None\n",
-    "    return suffix_tok_id, prefix_tok_id, middle_tok_id, pad_tok_id\n",
-    "\n",
-    "\n",
-    "## Adapted from https://github.com/bigcode-project/Megatron-LM/blob/6c4bf908df8fd86b4977f54bf5b8bd4b521003d1/megatron/data/gpt_dataset.py\n",
-    "def permute(\n",
-    "    sample,\n",
-    "    np_rng,\n",
-    "    suffix_tok_id,\n",
-    "    prefix_tok_id,\n",
-    "    middle_tok_id,\n",
-    "    pad_tok_id,\n",
-    "    fim_rate=0.5,\n",
-    "    fim_spm_rate=0.5,\n",
-    "    truncate_or_pad=False,\n",
-    "):\n",
-    "    \"\"\"\n",
-    "    Take in a sample (list of tokens) and perform a FIM transformation on it with a probability of fim_rate, using two FIM modes:\n",
-    "    PSM and SPM (with a probability of fim_spm_rate).\n",
-    "    \"\"\"\n",
-    "\n",
-    "    # The if condition will trigger with the probability of fim_rate\n",
-    "    # This means FIM transformations will apply to samples with a probability of fim_rate\n",
-    "    if np_rng.binomial(1, fim_rate):\n",
-    "\n",
-    "        # Split the sample into prefix, middle, and suffix, based on randomly generated indices stored in the boundaries list.\n",
-    "        boundaries = list(np_rng.randint(low=0, high=len(sample) + 1, size=2))\n",
-    "        boundaries.sort()\n",
-    "\n",
-    "        prefix = np.array(sample[: boundaries[0]], dtype=np.int64)\n",
-    "        middle = np.array(sample[boundaries[0] : boundaries[1]], dtype=np.int64)\n",
-    "        suffix = np.array(sample[boundaries[1] :], dtype=np.int64)\n",
-    "\n",
-    "        if truncate_or_pad:\n",
-    "            # calculate the new total length of the sample, taking into account tokens indicating prefix, middle, and suffix\n",
-    "            new_length = suffix.shape[0] + prefix.shape[0] + middle.shape[0] + 3\n",
-    "            diff = new_length - len(sample)\n",
-    "\n",
-    "            # trancate or pad if there's a difference in length between the new length and the original\n",
-    "            if diff > 0:\n",
-    "                if suffix.shape[0] <= diff:\n",
-    "                    return sample, np_rng\n",
-    "                suffix = suffix[: suffix.shape[0] - diff]\n",
-    "            elif diff < 0:\n",
-    "                suffix = np.concatenate([suffix, np.full((-1 * diff), pad_tok_id)])\n",
-    "\n",
-    "        # With the probability of fim_spm_rateapply SPM variant of FIM transformations\n",
-    "        # SPM: suffix, prefix, middle\n",
-    "        if np_rng.binomial(1, fim_spm_rate):\n",
-    "            new_sample = np.concatenate(\n",
-    "                [\n",
-    "                    [prefix_tok_id, suffix_tok_id],\n",
-    "                    suffix,\n",
-    "                    [middle_tok_id],\n",
-    "                    prefix,\n",
-    "                    middle,\n",
-    "                ]\n",
-    "            )\n",
-    "        # Otherwise, apply the PSM variant of FIM transformations\n",
-    "        # PSM: prefix, suffix, middle\n",
-    "        else:\n",
-    "\n",
-    "            new_sample = np.concatenate(\n",
-    "                [\n",
-    "                    [prefix_tok_id],\n",
-    "                    prefix,\n",
-    "                    [suffix_tok_id],\n",
-    "                    suffix,\n",
-    "                    [middle_tok_id],\n",
-    "                    middle,\n",
-    "                ]\n",
-    "            )\n",
-    "    else:\n",
-    "        # don't apply FIM transformations\n",
-    "        new_sample = sample\n",
-    "\n",
-    "    return list(new_sample), np_rng\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "AwW5FviD9xBH"
-   },
-   "source": [
-    "Let's define the `ConstantLengthDataset`, an Iterable dataset that will return constant-length chunks of tokens. To do so, we'll read a buffer of text from the original dataset until we hit the size limits and then apply tokenizer to convert the raw text into tokenized inputs. Optionally, we'll perform FIM transformations on some sequences (the proportion of sequences affected is controlled by `fim_rate`).\n",
-    "\n",
-    "Once defined, we can create instances of the `ConstantLengthDataset` from both training and validation data."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "AgDW-692wzOl"
-   },
-   "outputs": [],
-   "source": [
-    "from torch.utils.data import IterableDataset\n",
-    "from torch.utils.data.dataloader import DataLoader\n",
-    "import random\n",
-    "\n",
-    "# Create an Iterable dataset that returns constant-length chunks of tokens from a stream of text files.\n",
-    "\n",
-    "class ConstantLengthDataset(IterableDataset):\n",
-    "    \"\"\"\n",
-    "    Iterable dataset that returns constant length chunks of tokens from stream of text files.\n",
-    "        Args:\n",
-    "            tokenizer (Tokenizer): The processor used for proccessing the data.\n",
-    "            dataset (dataset.Dataset): Dataset with text files.\n",
-    "            infinite (bool): If True the iterator is reset after dataset reaches end else stops.\n",
-    "            seq_length (int): Length of token sequences to return.\n",
-    "            num_of_sequences (int): Number of token sequences to keep in buffer.\n",
-    "            chars_per_token (int): Number of characters per token used to estimate number of tokens in text buffer.\n",
-    "            fim_rate (float): Rate (0.0 to 1.0) that sample will be permuted with FIM.\n",
-    "            fim_spm_rate (float): Rate (0.0 to 1.0) of FIM permuations that will use SPM.\n",
-    "            seed (int): Seed for random number generator.\n",
-    "    \"\"\"\n",
-    "\n",
-    "    def __init__(\n",
-    "        self,\n",
-    "        tokenizer,\n",
-    "        dataset,\n",
-    "        infinite=False,\n",
-    "        seq_length=1024,\n",
-    "        num_of_sequences=1024,\n",
-    "        chars_per_token=3.6,\n",
-    "        content_field=\"content\",\n",
-    "        fim_rate=0.5,\n",
-    "        fim_spm_rate=0.5,\n",
-    "        seed=0,\n",
-    "    ):\n",
-    "        self.tokenizer = tokenizer\n",
-    "        self.concat_token_id = tokenizer.eos_token_id\n",
-    "        self.dataset = dataset\n",
-    "        self.seq_length = seq_length\n",
-    "        self.infinite = infinite\n",
-    "        self.current_size = 0\n",
-    "        self.max_buffer_size = seq_length * chars_per_token * num_of_sequences\n",
-    "        self.content_field = content_field\n",
-    "        self.fim_rate = fim_rate\n",
-    "        self.fim_spm_rate = fim_spm_rate\n",
-    "        self.seed = seed\n",
-    "\n",
-    "        (\n",
-    "            self.suffix_tok_id,\n",
-    "            self.prefix_tok_id,\n",
-    "            self.middle_tok_id,\n",
-    "            self.pad_tok_id,\n",
-    "        ) = get_fim_token_ids(self.tokenizer)\n",
-    "        if not self.suffix_tok_id and self.fim_rate > 0:\n",
-    "            print(\"FIM is not supported by tokenizer, disabling FIM\")\n",
-    "            self.fim_rate = 0\n",
-    "\n",
-    "    def __iter__(self):\n",
-    "        iterator = iter(self.dataset)\n",
-    "        more_examples = True\n",
-    "        np_rng = np.random.RandomState(seed=self.seed)\n",
-    "        while more_examples:\n",
-    "            buffer, buffer_len = [], 0\n",
-    "            while True:\n",
-    "                if buffer_len >= self.max_buffer_size:\n",
-    "                    break\n",
-    "                try:\n",
-    "                    buffer.append(next(iterator)[self.content_field])\n",
-    "                    buffer_len += len(buffer[-1])\n",
-    "                except StopIteration:\n",
-    "                    if self.infinite:\n",
-    "                        iterator = iter(self.dataset)\n",
-    "                    else:\n",
-    "                        more_examples = False\n",
-    "                        break\n",
-    "            tokenized_inputs = self.tokenizer(buffer, truncation=False)[\"input_ids\"]\n",
-    "            all_token_ids = []\n",
-    "\n",
-    "            for tokenized_input in tokenized_inputs:\n",
-    "                # optionally do FIM permutations\n",
-    "                if self.fim_rate > 0:\n",
-    "                    tokenized_input, np_rng = permute(\n",
-    "                        tokenized_input,\n",
-    "                        np_rng,\n",
-    "                        self.suffix_tok_id,\n",
-    "                        self.prefix_tok_id,\n",
-    "                        self.middle_tok_id,\n",
-    "                        self.pad_tok_id,\n",
-    "                        fim_rate=self.fim_rate,\n",
-    "                        fim_spm_rate=self.fim_spm_rate,\n",
-    "                        truncate_or_pad=False,\n",
-    "                    )\n",
-    "\n",
-    "                all_token_ids.extend(tokenized_input + [self.concat_token_id])\n",
-    "            examples = []\n",
-    "            for i in range(0, len(all_token_ids), self.seq_length):\n",
-    "                input_ids = all_token_ids[i : i + self.seq_length]\n",
-    "                if len(input_ids) == self.seq_length:\n",
-    "                    examples.append(input_ids)\n",
-    "            random.shuffle(examples)\n",
-    "            for example in examples:\n",
-    "                self.current_size += 1\n",
-    "                yield {\n",
-    "                    \"input_ids\": torch.LongTensor(example),\n",
-    "                    \"labels\": torch.LongTensor(example),\n",
-    "                }\n",
-    "\n",
-    "\n",
-    "train_dataset = ConstantLengthDataset(\n",
-    "        tokenizer,\n",
-    "        train_data,\n",
-    "        infinite=True,\n",
-    "        seq_length=SEQ_LENGTH,\n",
-    "        chars_per_token=chars_per_token,\n",
-    "        content_field=DATA_COLUMN,\n",
-    "        fim_rate=FIM_RATE,\n",
-    "        fim_spm_rate=FIM_SPM_RATE,\n",
-    "        seed=SEED,\n",
-    ")\n",
-    "eval_dataset = ConstantLengthDataset(\n",
-    "        tokenizer,\n",
-    "        valid_data,\n",
-    "        infinite=False,\n",
-    "        seq_length=SEQ_LENGTH,\n",
-    "        chars_per_token=chars_per_token,\n",
-    "        content_field=DATA_COLUMN,\n",
-    "        fim_rate=FIM_RATE,\n",
-    "        fim_spm_rate=FIM_SPM_RATE,\n",
-    "        seed=SEED,\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "rxev1sk6tRW9"
-   },
-   "source": [
-    "## Prepare the model"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "UCtWV-U42Eq_"
-   },
-   "source": [
-    "Now that the data is prepared, it's time to load the model! We're going to load the quantized version of the model.\n",
-    "\n",
-    "This will allow us to reduce memory usage, as quantization represents data with fewer bits. We'll use the `bitsandbytes` library to quantize the model, as it has a nice integration with `transformers`. All we need to do is define a `bitsandbytes` config, and then use it when loading the model.\n",
-    "\n",
-    "There are different variants of 4bit quantization, but generally, we recommend using NF4 quantization for better performance (`bnb_4bit_quant_type=\"nf4\"`).\n",
-    "\n",
-    "The `bnb_4bit_use_double_quant` option adds a second quantization after the first one to save an additional 0.4 bits per parameter.\n",
-    "\n",
-    "To learn more about quantization, check out the [\"Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA\" blog post](https://huggingface.co/blog/4bit-transformers-bitsandbytes).\n",
-    "\n",
-    "Once defined, pass the config to the `from_pretrained` method to load the quantized version of the model."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "XuwoX6U2DUvK"
-   },
-   "outputs": [],
-   "source": [
-    "from peft import LoraConfig, get_peft_model, prepare_model_for_kbit_training\n",
-    "from peft.tuners.lora import LoraLayer\n",
-    "\n",
-    "load_in_8bit = False\n",
-    "\n",
-    "# 4-bit quantization\n",
-    "compute_dtype = getattr(torch, BNB_4BIT_COMPUTE_DTYPE)\n",
-    "\n",
-    "bnb_config = BitsAndBytesConfig(\n",
-    "    load_in_4bit=True,\n",
-    "    bnb_4bit_quant_type=\"nf4\",\n",
-    "    bnb_4bit_compute_dtype=compute_dtype,\n",
-    "    bnb_4bit_use_double_quant=USE_NESTED_QUANT,\n",
-    ")\n",
-    "\n",
-    "device_map = {\"\": 0}\n",
-    "\n",
-    "model = AutoModelForCausalLM.from_pretrained(\n",
-    "        MODEL,\n",
-    "        load_in_8bit=load_in_8bit,\n",
-    "        quantization_config=bnb_config,\n",
-    "        device_map=device_map,\n",
-    "        use_cache=False,  # We will be using gradient checkpointing\n",
-    "        trust_remote_code=True,\n",
-    "        use_flash_attention_2=True,\n",
-    ")\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "bO9e2FV8D8ZF"
-   },
-   "source": [
-    "When using a quantized model for training, you need to call the `prepare_model_for_kbit_training()` function to preprocess the quantized model for training."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "Qb_eB4xzEDBk"
-   },
-   "outputs": [],
-   "source": [
-    "model = prepare_model_for_kbit_training(model)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "lmnLjPZpDVtg"
-   },
-   "source": [
-    "Now that the quantized model is ready, we can set up a LoRA configuration. LoRA makes fine-tuning more efficient by drastically reducing the number of trainable parameters.\n",
-    "\n",
-    "To train a model using LoRA technique, we need to wrap the base model as a `PeftModel`. This involves definign LoRA configuration with `LoraConfig`, and wrapping the original model with `get_peft_model()` using the `LoraConfig`.\n",
-    "\n",
-    "To learn more about LoRA and its parameters, refer to [PEFT documentation](https://huggingface.co/docs/peft/conceptual_guides/lora)."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "id": "_pAUU2FR2Gey",
-    "outputId": "63328c2b-e693-49b1-ce0a-3ca8722f852a"
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "trainable params: 5,554,176 || all params: 1,142,761,472 || trainable%: 0.4860310866343243\n"
-     ]
-    }
-   ],
-   "source": [
-    "# Set up lora\n",
-    "peft_config = LoraConfig(\n",
-    "    lora_alpha=LORA_ALPHA,\n",
-    "    lora_dropout=LORA_DROPOUT,\n",
-    "    r=LORA_R,\n",
-    "    bias=\"none\",\n",
-    "    task_type=\"CAUSAL_LM\",\n",
-    "    target_modules=LORA_TARGET_MODULES.split(\",\"),\n",
-    ")\n",
-    "\n",
-    "model = get_peft_model(model, peft_config)\n",
-    "model.print_trainable_parameters()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "tHe7AElXzXVV"
-   },
-   "source": [
-    "As you can see, by applying LoRA technique we will now need to train less than 1% of the parameters."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "T_CqVydc40IM"
-   },
-   "source": [
-    "## Train the model"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "Q_iN2khjrbD3"
-   },
-   "source": [
-    "Now that we have prepared the data, and optimized the model, we are ready to bring everything together to start the training.\n",
-    "\n",
-    "To instantiate a `Trainer`, you need to define the training configuration. The most important is the `TrainingArguments`, which is a class that contains all the attributes to configure the training.\n",
-    "\n",
-    "These are similar to any other kind of model training you may run, so we won't go into detail here."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "65QHS8l1tKQe"
-   },
-   "outputs": [],
-   "source": [
-    "train_data.start_iteration = 0\n",
-    "\n",
-    "\n",
-    "training_args = TrainingArguments(\n",
-    "    output_dir=f\"Your_HF_username/{OUTPUT_DIR}\",\n",
-    "    dataloader_drop_last=True,\n",
-    "    evaluation_strategy=\"steps\",\n",
-    "    save_strategy=\"steps\",\n",
-    "    max_steps=MAX_STEPS,\n",
-    "    eval_steps=EVAL_FREQ,\n",
-    "    save_steps=SAVE_FREQ,\n",
-    "    logging_steps=LOG_FREQ,\n",
-    "    per_device_train_batch_size=BATCH_SIZE,\n",
-    "    per_device_eval_batch_size=BATCH_SIZE,\n",
-    "    learning_rate=LR,\n",
-    "    lr_scheduler_type=LR_SCHEDULER_TYPE,\n",
-    "    warmup_steps=NUM_WARMUP_STEPS,\n",
-    "    gradient_accumulation_steps=GR_ACC_STEPS,\n",
-    "    gradient_checkpointing=True,\n",
-    "    fp16=FP16,\n",
-    "    bf16=BF16,\n",
-    "    weight_decay=WEIGHT_DECAY,\n",
-    "    push_to_hub=True,\n",
-    "    include_tokens_per_second=True,\n",
-    ")\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "kB_fLRex09ut"
-   },
-   "source": [
-    "As a final step, instantiate the `Trainer` and call the `train` method.   "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/",
-     "height": 1000
-    },
-    "id": "rS3nVwhUC69O",
-    "outputId": "61a5bdb2-b7d0-4aed-8290-4bf20c2ccd38"
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Training...\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "    <div>\n",
-       "      \n",
-       "      <progress value='2000' max='2000' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
-       "      [2000/2000 4:16:10, Epoch 1/9223372036854775807]\n",
-       "    </div>\n",
-       "    <table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       " <tr style=\"text-align: left;\">\n",
-       "      <th>Step</th>\n",
-       "      <th>Training Loss</th>\n",
-       "      <th>Validation Loss</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <td>100</td>\n",
-       "      <td>5.524600</td>\n",
-       "      <td>7.456872</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>200</td>\n",
-       "      <td>5.617800</td>\n",
-       "      <td>7.262190</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>300</td>\n",
-       "      <td>5.129100</td>\n",
-       "      <td>6.410039</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>400</td>\n",
-       "      <td>5.052200</td>\n",
-       "      <td>6.306774</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>500</td>\n",
-       "      <td>5.202900</td>\n",
-       "      <td>6.117062</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>600</td>\n",
-       "      <td>4.654100</td>\n",
-       "      <td>6.018349</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>700</td>\n",
-       "      <td>5.100200</td>\n",
-       "      <td>6.000355</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>800</td>\n",
-       "      <td>5.049800</td>\n",
-       "      <td>5.889457</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>900</td>\n",
-       "      <td>4.541200</td>\n",
-       "      <td>5.813823</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>1000</td>\n",
-       "      <td>5.000700</td>\n",
-       "      <td>5.834208</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>1100</td>\n",
-       "      <td>5.026500</td>\n",
-       "      <td>5.781939</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>1200</td>\n",
-       "      <td>4.411800</td>\n",
-       "      <td>5.720596</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>1300</td>\n",
-       "      <td>4.782500</td>\n",
-       "      <td>5.736376</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>1400</td>\n",
-       "      <td>4.980200</td>\n",
-       "      <td>5.712276</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>1500</td>\n",
-       "      <td>4.368700</td>\n",
-       "      <td>5.689637</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>1600</td>\n",
-       "      <td>4.884700</td>\n",
-       "      <td>5.675920</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>1700</td>\n",
-       "      <td>4.914400</td>\n",
-       "      <td>5.662421</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>1800</td>\n",
-       "      <td>4.248700</td>\n",
-       "      <td>5.660122</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>1900</td>\n",
-       "      <td>4.798400</td>\n",
-       "      <td>5.664026</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <td>2000</td>\n",
-       "      <td>4.704200</td>\n",
-       "      <td>5.655665</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table><p>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.HTML object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/plain": [
-       "TrainOutput(global_step=2000, training_loss=4.885598585128784, metrics={'train_runtime': 15380.3075, 'train_samples_per_second': 2.081, 'train_steps_per_second': 0.13, 'train_tokens_per_second': 4261.033, 'total_flos': 4.0317260660736e+17, 'train_loss': 4.885598585128784, 'epoch': 1.0})"
-      ]
-     },
-     "execution_count": 19,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "trainer = Trainer(\n",
-    "    model=model, args=training_args, train_dataset=train_dataset, eval_dataset=eval_dataset\n",
-    ")\n",
-    "\n",
-    "print(\"Training...\")\n",
-    "trainer.train()\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "aAERlCnt1PEW"
-   },
-   "source": [
-    "Finally, you can push the fine-tuned model to your Hub repository to share with your team."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "1h7_AUTTDwE1"
-   },
-   "outputs": [],
-   "source": [
-    "trainer.push_to_hub()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "KBVH7uFOM_UF"
-   },
-   "source": [
-    "## Inference\n",
-    "\n",
-    "Once the model is uploaded to Hub, we can use it for inference. To do so we first initialize the original base model and its tokenizer. Next, we need to merge the fine-duned weights with the base model."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "jtL37piINBFe"
-   },
-   "outputs": [],
-   "source": [
-    "from peft import PeftModel\n",
-    "import torch\n",
-    "\n",
-    "# load the original model first\n",
-    "tokenizer = AutoTokenizer.from_pretrained(MODEL, trust_remote_code=True)\n",
-    "base_model = AutoModelForCausalLM.from_pretrained(\n",
-    "    MODEL,\n",
-    "    quantization_config=None,\n",
-    "    device_map=None,\n",
-    "    trust_remote_code=True,\n",
-    "    torch_dtype=torch.bfloat16,\n",
-    ").cuda()\n",
-    "\n",
-    "# merge fine-tuned weights with the base model\n",
-    "peft_model_id = f\"Your_HF_username/{OUTPUT_DIR}\"\n",
-    "model = PeftModel.from_pretrained(base_model, peft_model_id)\n",
-    "model.merge_and_unload()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "3USQ2suvDi9M"
-   },
-   "source": [
-    "Now we can use the merged model for inference. For convenience, we'll define a `get_code_completion` - feel free to experiment with text generation parameters!"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "id": "RoTGpNbjDeWI"
-   },
-   "outputs": [],
-   "source": [
-    "def get_code_completion(prefix, suffix):\n",
-    "    text = prompt = f\"\"\"<fim_prefix>{prefix}<fim_suffix>{suffix}<fim_middle>\"\"\"\n",
-    "    model.eval()\n",
-    "    outputs = model.generate(\n",
-    "        input_ids=tokenizer(text, return_tensors=\"pt\").input_ids.cuda(),\n",
-    "        max_new_tokens=128,\n",
-    "        temperature=0.2,\n",
-    "        top_k=50,\n",
-    "        top_p=0.95,\n",
-    "        do_sample=True,\n",
-    "        repetition_penalty=1.0,\n",
-    "    )\n",
-    "    return tokenizer.batch_decode(outputs, skip_special_tokens=True)[0]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "0kMJiGDfDrBf"
-   },
-   "source": [
-    "Now all we need to do to get code completion is call the `get_code_complete` function and pass the first few lines that we want to be completed as a prefix, and an empty string as a suffix."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "id": "nXlco2_-YcvM",
-    "outputId": "41c411ad-b7dc-4277-f975-c173888234bb"
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "from peft import LoraConfig, TaskType, get_peft_model\n",
-      "from transformers import AutoModelForCausalLM\n",
-      "peft_config = LoraConfig(\n",
-      "    task_type=TaskType.CAUSAL_LM,\n",
-      "    r=8,\n",
-      "    lora_alpha=32,\n",
-      "    target_modules=[\"q_proj\", \"v_proj\"],\n",
-      "    lora_dropout=0.1,\n",
-      "    bias=\"none\",\n",
-      "    modules_to_save=[\"q_proj\", \"v_proj\"],\n",
-      "    inference_mode=False,\n",
-      ")\n",
-      "model = AutoModelForCausalLM.from_pretrained(\"gpt2\")\n",
-      "model = get_peft_model(model, peft_config)\n",
-      "model.print_trainable_parameters()\n"
-     ]
-    }
-   ],
-   "source": [
-    "prefix = \"\"\"from peft import LoraConfig, TaskType, get_peft_model\n",
-    "from transformers import AutoModelForCausalLM\n",
-    "peft_config = LoraConfig(\n",
-    "\"\"\"\n",
-    "suffix =\"\"\"\"\"\"\n",
-    "\n",
-    "print(get_code_completion(prefix, suffix))"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "Ql2563kGlnmu"
-   },
-   "source": [
-    "As someone who has just used the PEFT library earlier in this notebook, you can see that the generated result for creating a `LoraConfig` is rather good!\n",
-    "\n",
-    "If you go back to the cell where we instantiate the model for inference, and comment out the lines where we merge the fine-tuned weights, you can see what the original model would've generated for the exact same prefix:"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "colab": {
-     "base_uri": "https://localhost:8080/"
-    },
-    "id": "29xxp1eHTgJ9",
-    "outputId": "c6d597a2-01da-4d25-a32f-3a551212c5b4"
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "from peft import LoraConfig, TaskType, get_peft_model\n",
-      "from transformers import AutoModelForCausalLM\n",
-      "peft_config = LoraConfig(\n",
-      "    model_name_or_path=\"facebook/wav2vec2-base-960h\",\n",
-      "    num_labels=1,\n",
-      "    num_features=1,\n",
-      "    num_hidden_layers=1,\n",
-      "    num_attention_heads=1,\n",
-      "    num_hidden_layers_per_attention_head=1,\n",
-      "    num_attention_heads_per_hidden_layer=1,\n",
-      "    hidden_size=1024,\n",
-      "    hidden_dropout_prob=0.1,\n",
-      "    hidden_act=\"gelu\",\n",
-      "    hidden_act_dropout_prob=0.1,\n",
-      "    hidden\n"
-     ]
-    }
-   ],
-   "source": [
-    "prefix = \"\"\"from peft import LoraConfig, TaskType, get_peft_model\n",
-    "from transformers import AutoModelForCausalLM\n",
-    "peft_config = LoraConfig(\n",
-    "\"\"\"\n",
-    "suffix =\"\"\"\"\"\"\n",
-    "\n",
-    "print(get_code_completion(prefix, suffix))"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "Pwy2ZC7U8Ema"
-   },
-   "source": [
-    "While it is Python syntax, you can see that the original model has no understanding of what a `LoraConfig` should be doing."
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "id": "CATYE8pp2drQ"
-   },
-   "source": [
-    "To learn how this kind of fine-tuning compares to full fine-tuning, and how to use a model like this as your copilot in VS Code via Inference Endpoints, or locally, check out the [\"Personal Copilot: Train Your Own Coding Assistant\" blog post](https://huggingface.co/blog/personal-copilot). This notebook complements the original blog post.\n"
-   ]
-  }
- ],
- "metadata": {
-  "accelerator": "GPU",
-  "colab": {
-   "gpuType": "A100",
-   "machine_shape": "hm",
-   "provenance": []
-  },
-  "kernelspec": {
-   "display_name": "Python 3",
-   "name": "python3"
-  },
-  "language_info": {
-   "name": "python"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 0
-}