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Duplicate from anzhir2011/SentenceSimilarity-Quran-v2

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.gitattributes ADDED
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+ *.rar filter=lfs diff=lfs merge=lfs -text
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+ *.safetensors filter=lfs diff=lfs merge=lfs -text
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+ *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ Dataset-Verse-by-Verse.xlsx filter=lfs diff=lfs merge=lfs -text
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+ aravec_model/vocab/key2row filter=lfs diff=lfs merge=lfs -text
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+ aravec_model/vocab/strings.json filter=lfs diff=lfs merge=lfs -text
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+ aravec_model/vocab/vectors filter=lfs diff=lfs merge=lfs -text
Dataset-Verse-by-Verse.xlsx ADDED
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README.md ADDED
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+ ---
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+ title: SentenceSimilarity Quran V2
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+ emoji: 😻
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+ colorFrom: purple
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+ colorTo: pink
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+ sdk: gradio
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+ sdk_version: 3.7
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+ app_file: app.py
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+ pinned: false
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+ license: creativeml-openrail-m
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+ duplicated_from: anzhir2011/SentenceSimilarity-Quran-v2
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+ ---
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+
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+ Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
app.py ADDED
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+ import pandas as pd
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+ import spacy
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+ import gradio as gr
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+ import re
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+
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+
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+ dataset = pd.read_excel('Dataset-Verse-by-Verse.xlsx')
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+ dataset.rename(columns={'ArabicText': 'text'}, inplace=True)
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+ nlp = spacy.load('aravec_model')
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+ all_docs = [nlp(doc) for doc in dataset['text']]
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+
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+ def clean_text(text):
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+ # remove tashkeel
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+ text = re.sub('[~ًٌٍَُِّْ]', '', text)
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+ text = re.sub('[ًٌٍَُِّْـ]', '', text)
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+ # ozbot el alef
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+ text = re.sub('إ', 'ا', text)
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+ text = re.sub('أ', 'ا', text)
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+ text = re.sub('آ', 'ا', text)
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+ # remove longation
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+ text = re.sub(r'(.)\1+', r'\1\1', text)
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+ # remove extra spaces
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+ text = re.sub(' +', ' ', text)
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+ text = text.strip()
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+ text = re.sub('[\s]+', ' ', text)
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+ # remove punctuations
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+ text = re.sub(r'[^\w\s]', '', text)
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+ return text
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+
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+ def get_similar_sentences(text):
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+ text = clean_text(text)
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+ ref_sentence = nlp(text)
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+ similar_sentences = []
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+ for i,doc in enumerate(all_docs):
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+ similar_sentences.append((doc, ref_sentence.similarity(doc) , i))
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+ similar_sentences.sort(key=lambda x: x[1], reverse=True)
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+ top_10 = similar_sentences[:10]
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+ # add the surahnamearabic to text
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+ return dict(zip([' [ ' + dataset['SurahNameArabic'][i] + ' ] ' + doc.text for doc, _, i in top_10], [similarity for _, similarity, _ in top_10]))
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+
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+ text_input = gr.inputs.Textbox(lines = 1 , label = "Enter a Quran Verse" )
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+
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+ label = gr.outputs.Label()
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+ examples = ['الحمدلله رب العالمين',
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+ 'مثلهم كمثل الذي استوقد نارًا فلما أضاءت ما حوله ذهب الله بنورهم وتركهم في ظلماتٍ لا يبصرون',
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+ 'إن الذين كفروا سواء عليهم أأنذرتهم أم لم تنذرهم لا يؤمنون',
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+ 'ونادى أصحاب الجنة أصحاب النار أن قد وجدنا ما وعدنا ربنا حقا فهل وجدتم ما وعد ربكم حقا ۖ قالوا نعم ۚ فأذن مؤذن بينهم أن لعنة الله على الظالمين'
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+ ]
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+
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+ intf = gr.Interface(fn = get_similar_sentences , inputs = text_input , outputs = label , examples=examples )
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+ intf.launch()
aravec_model/New Text Document.txt ADDED
File without changes
aravec_model/config.cfg ADDED
@@ -0,0 +1,91 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ [paths]
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+ train = null
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+ dev = null
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+ vectors = null
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+ init_tok2vec = null
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+
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+ [system]
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+ seed = 0
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+ gpu_allocator = null
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+
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+ [nlp]
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+ lang = "ar"
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+ pipeline = []
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+ disabled = []
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+ before_creation = null
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+ after_creation = null
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+ after_pipeline_creation = null
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+ batch_size = 1000
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+ tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
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+
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+ [components]
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+
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+ [corpora]
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+
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+ [corpora.dev]
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+ @readers = "spacy.Corpus.v1"
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+ path = ${paths.dev}
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+ gold_preproc = false
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+ max_length = 0
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+ limit = 0
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+ augmenter = null
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+
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+ [corpora.train]
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+ @readers = "spacy.Corpus.v1"
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+ path = ${paths.train}
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+ gold_preproc = false
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+ max_length = 0
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+ limit = 0
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+ augmenter = null
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+
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+ [training]
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+ seed = ${system.seed}
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+ gpu_allocator = ${system.gpu_allocator}
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+ dropout = 0.1
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+ accumulate_gradient = 1
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+ patience = 1600
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+ max_epochs = 0
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+ max_steps = 20000
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+ eval_frequency = 200
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+ frozen_components = []
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+ annotating_components = []
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+ dev_corpus = "corpora.dev"
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+ train_corpus = "corpora.train"
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+ before_to_disk = null
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+ logger = {"@loggers":"spacy.ConsoleLogger.v1"}
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+
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+ [training.batcher]
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+ @batchers = "spacy.batch_by_words.v1"
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+ discard_oversize = false
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+ tolerance = 0.2
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+
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+ [training.batcher.size]
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+ @schedules = "compounding.v1"
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+ start = 100
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+ stop = 1000
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+ compound = 1.001
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+
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+ [training.optimizer]
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+ @optimizers = "Adam.v1"
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+ beta1 = 0.9
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+ beta2 = 0.999
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+ L2_is_weight_decay = true
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+ L2 = 0.01
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+ grad_clip = 1.0
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+ use_averages = false
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+ eps = 0.00000001
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+ learn_rate = 0.001
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+
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+ [training.score_weights]
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+
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+ [initialize]
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+ vectors = ${paths.vectors}
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+ init_tok2vec = ${paths.init_tok2vec}
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+ vocab_data = null
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+ lookups = null
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+ before_init = null
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+ after_init = null
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+
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+ [initialize.components]
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+
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+ [initialize.tokenizer]
aravec_model/meta.json ADDED
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+ {
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+ "lang":"ar",
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+ "name":"pipeline",
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+ "version":"0.0.0",
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+ "spacy_version":">=3.4.0,<3.5.0",
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+ "description":"",
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+ "author":"",
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+ "email":"",
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+ "url":"",
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+ "license":"",
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+ "spacy_git_version":"d583626a8",
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+ "vectors":{
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+ "width":100,
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+ "vectors":1278244,
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+ "keys":1278244,
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+ "name":"ar_pipeline.vectors",
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+ "mode":"default"
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+ },
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+ "labels":{
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+
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+ },
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+ "pipeline":[
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+
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+ ],
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+ "components":[
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+
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+ ],
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+ "disabled":[
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+
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+ ]
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+ }
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