agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
привет! смотри что надо сделать
probs_in = stacking_classifier_in.predict_proba(X_test)[:, 1]
probs_out = stacking_classifier_out.predict_proba(X_test)[:, 1]

# Торговый алгоритм
position = 0  # 0 - нет позиции, 1 - открытая позиция
trades = []
profit = 0.0
cnt_deals = 0
threshold = 0.7

# Проходим по предсказаниям
for i in range(len(df_test)):
    # Условия на открытие позиции
    if position == 0 and probs_in[i] > 0.75:
        position = 1
        entry_price = df_test['close'].iloc[i]  # Запоминаем цену входа
        trades.append(('BUY', df_test.index[i], entry_price))

    # Условия на закрытие позиции
    if position == 1 and probs_out[i] > 0.75:
        position = 0
        exit_price = df_test['close'].iloc[i]  # Запоминаем цену выхода
        trades.append(('SELL', df_test.index[i], exit_price))
        # Подсчет прибыли по сделке
        profit += exit_price - entry_price-2
        cnt_deals += 1 

# Вывод результатов
print(f"Общая прибыль: {profit:.2f}, средняя длина сделки: {int(len(df_test) / cnt_deals) if cnt_deals > 0 else 0}")

# Оценка результатов для первой модели
final_predictions_in = (probs_in > threshold).astype(int)
print("\nОценка на модели _in:")
print(classification_report(y_test_in, final_predictions_in))
print(confusion_matrix(y_test_in, final_predictions_in))

final_predictions_out = (probs_out > threshold).astype(int)
print("\nОценка на модели _out:")
print(classification_report(y_test_out, final_predictions_out))
print(confusion_matrix(y_test_out, final_predictions_out))

надо вывести график со свечками, и под каждой свечкой где был вход- зеленая точка. где выход- красная
I have a Python Worker app that receive Pulsar messages, process them and then update DB values based on those messages. I also use Redis as hash, and the other app (lets call it Service) uses the same DB and the same Redis cache to read data from. Basically those 2 apps (Worker and Service) a two separate distributed parts of my CQRS application, where Service make only read operations while Wroker make write operations to DB and cache. To reduce DB calls in service I do not call DB if I have cache value stored and use it instead. But that means that cache should be valid whenever it exists. So while worker updating DB it also updates Redis cache. And I wanna know how could I make sure that both: DB and cache updated and only then finish the processing or revert transaction if it's not. ALso maybe I could add some retries if one of those updates failed. I need to make sure that I don't have any data loss between DB and cache.
Hey, this is a Tunisian dialect text I want you to translate to English.
Please follow these steps:
1. Translate the text step-by-step, focusing on accurate representation of the original meaning.
2. Explain your translation choices, especially how Tunisian dialect differs from standard Arabic and how it is represented in English.
Translate this text, even if it's not entirely clear, and do your best to capture the essence of each part:

شفتي شفتي مش تبكي من قلبها
correct grammar，rewrite
Based Alpha Men&#39;s Cut & Sew Tee (AOP), create a title with the prefix 'best', one liner, only strings, less than 100 characters only
System: You act as a paraphrase tool. Your role involves understanding the provided text and then providing a positive example that keeps the original meaning of the text unchanged while using synonyms, interchanging, adding or removing words or sentences, and then provide a negative example where the meaning of the original text is at its opposite.
Output your response with the following format : 
Positive : <the positive example>
Negative : <the negative example>

User: The closures of Silicon Valley Bank and Signature Bank in March 2023, and First Republic Bank in May 2023, and concerns about similar future events, have generated significant market volatility among publicly traded bank holding companies and, in particular, regional banks. More recently, concerns about commercial real estate concentrations at regional and community banks have exacerbated this volatility. These market developments have negatively impacted customer confidence in the safety and soundness of regional and community banks. As a result, customers may choose to maintain deposits with larger financial institutions or invest in higher yielding short-term fixed income securities, all of which could materially adversely impact the Company’s liquidity, loan funding capacity, net interest margin, capital and results of operations. While federal bank regulators took action to ensure that depositors of the failed banks had access to their deposits, including uninsured deposit accounts, there is no guarantee that such actions will be successful in restoring customer confidence in regional and community banks and the banking system more broadly. Furthermore, there is no guarantee that regional bank failures or bank runs similar to the ones that occurred in 2023 will not occur in the future and, if they were to occur, they may have a material and adverse impact on customer and investor confidence in regional and community banks, negatively impacting the Company’s liquidity, capital, results of operations and stock price.
Assistant:
ren name definition
아래 코드의 주석을 한글로 번역해주세요.

// Constant for the Root Folder ID
const ROOT_FOLDER_ID = "1";

// Function to process each bookmark node
function processCurrentNode(currentNode, targetUrl, ancestorList) {
    if (currentNode.url === targetUrl) {
        // Move the matching bookmark just below the top
        chrome.bookmarks.move(currentNode.id, { index: 0 });

        // Move ancestors if the bookmark is not in the root folder
        if (currentNode.parentId !== ROOT_FOLDER_ID) {
            for (let index = 1; index < ancestorList.length; ++index) {
                const ancestor = ancestorList[index];
                if (ancestor.id !== ROOT_FOLDER_ID) {
                    chrome.bookmarks.move(ancestor.id, { index: 0 });
                }
            }
        }
    }

    // Recursively process child nodes
    if (currentNode.children && currentNode.children.length > 0) {
        ancestorList.push(currentNode);
        traverseBookmarkTree(currentNode.children, targetUrl, ancestorList);
        ancestorList.pop();
    }
}

// Function to traverse the bookmark tree
function traverseBookmarkTree(nodes, targetUrl, ancestorList) {
    for (const node of nodes) {
        processCurrentNode(node, targetUrl, ancestorList);
    }
}

// Listener for when a history item is visited
chrome.history.onVisited.addListener((historyItem) => {
    chrome.bookmarks.getTree((bookmarkTreeNodes) => {
        const ancestorList = [];
        traverseBookmarkTree(bookmarkTreeNodes, historyItem.url, ancestorList);
    });
});

// Listener for web requests before they are made
chrome.webRequest.onBeforeRequest.addListener(
    (details) => {
        chrome.bookmarks.getTree((bookmarkTreeNodes) => {
            const webRequestAncestorList = [];
            traverseBookmarkTree(bookmarkTreeNodes, details.url, webRequestAncestorList);
        });
    },
    { urls: ["<all_urls>"] }
);
Write me a contract of hiring a sales representative, and the monthly salary is usd6000, plus commission of 1.5% upon sales amount
Send only season number from below text like 01, 02, 03.etc without any extra text.

Kobali S01E03 The Betrayal 720p WEB-DL x264 (AAC 2.0 - 64kbps) [Tam   Tel   Hin   Mal   Kan] ESub.mkv
Let you be very good at math.

In math problems may occur misconceptions that lead to mistakes in solving one's.
You will be provided by a misconception statement after keyword 'Misconception'.
Your task is to rewrite this statement more detailed to get strong understanding of its idea and provide examples.
Misconception: Ignores numbers written as words in worded questions, and just calculates using those written in digits
if it looks like the description or narrative text, write "yes". If it is not, write "no". Write "no" if you doubt to answer. Text: Intense hentai manga in greyscale
Sum of TURNOVER (incl.taxes) (add) = 
                                    CALCULATE(
                                        SUM('5 16'[TURNOVER (incl.taxes)]),
                                        NOT(
                                            ISBLANK(
                                                SUMX(
                                                    '5 14', 
                                                    '5 14'[Контрактная отсрочка]+'5 14'[Буферная отсрочка]
                                                )
                                            )
                                        )
                                    )

The True/False expression does not specify a column. Each True/False expressions used as a table filter expression must refer to exactly one column.

Fix the eror. 5 14 and 5 16 are connected through table Calendar.
Translate the following text from English to the Tunisian dialect. Please follow these steps carefully:
1. *Step-by-step translation*: Translate the text in chunks, and for each part, explain how the meaning is adapted to the Tunisian dialect, especially focusing on informal expressions and cultural references.
2. *Compare with Standard Arabic*: Highlight differences between the Tunisian dialect and Standard Arabic for any phrase or sentence, particularly noting where Tunisian dialect is distinct.
3. *Selective confidence*: If there are any parts where you're confident about translating into Tunisian dialect, highlight them explicitly. If there are any parts you're unsure about translating directly into dialect, explain the challenge and how you'd adapt them.

Text to be translated:

Protective humoral immunity in guinea pigs induced by PCV2 virus-like particles displaying the B cell linear epitope (228QQITDA233) of PPV1. Although PCV2 infections generally cause mild disease in pigs, concurrent co-infections with other pathogens can damage the immune system and cause more severe diseases, collectively termed porcine circovirus associated diseases (PCVAD). Involvement of porcine parvovirus (PPV, a common cause of reproductive failure in naïve dams) in PCVAD caused by PCV2, has been reported. As this co-infection can be difficult to eliminate, there is a critical need to develop an effective vaccine to protect against PPV or synergistic effects of PCV2 and PPV under field conditions. In this study, we designed chimeric PCV2 virus-like particles (cVLPs) displaying a B-cell epitope derived from PPV1 structural protein around the surface of the 2-fold axes of PCV2 VLPs, based on 3D-structure analysis of the PCV2 capsid. The cVLPs were successfully prepared, verified by transmission electron microscopy and chromatography, with robust antibody titers against PCV2 and PPV1 produced in mice and guinea pigs. In addition, in guinea pigs challenged with 106 TCID50 PCV2, cVLPs conferred more effective immune protection (based on viral load) than a commercial PCV2 vaccine. Finally, antibody responses and immune protection against PPV were also evaluated. In guinea pigs vaccinated with cVLPs, although PPV antibodies detected by a hemagglutination inhibition (HI) assay appeared later after vaccination in the PCV2 cVLPs group than in the commercial PPV vaccine group, there were fewer PPV genomic DNA copies in the PCV2 cVLPs group than in a PBS group. In conclusion, guinea pigs vaccinated with cVLPs developed effective protective immunity against PCV2 challenge, with some protective immunity against PPV. This study provided valuable research data to pursue molecular design of chimeric epitopes PCV2 VLPs.
create a button at web page to download a file from flask server which hosted on IIS
does lua uses math
How does the constructivist theory contribute to our understanding of international relations?
Can You Imagine 4 Fictional Cities That Are Based On Dallas During 1963 In Detail (Plus Population)?
How could Yotsuba Maya and her twin sister, Yotsuba Miya, give birth to Shiba Tatsuya [Maya is Tatsuya's mother], with Shiba Miyuki, Tatsuya's younger sister being born a year later [Miya is still Miyuki's mother] and Shibata Mizuki being born two years after Tatsuya [Maya is Mizuki's mother] in the world of the Irregular at Magic High School?
System: Analyze the text and, as a recruiter, summarize the job in two sentences with title, company, location, main tasks, salary, and contact info. Respond in the text's language, concisely and factually. Use markdown markup only to emphasize title and salary. Avoid using emoji.
User: ОФИЦИАНТ
В Кафе-Кондитерскую
М.Новаторская
ГРАФИК: 2/2,5/2
Полный  день с 09:00 до 21:00 (3000 смена) + личные чаевые+%
Есть возможность составить индивидуальный график работы❗️
Стабильная выплата заработной платы 2 раза в месяц и без задержек
(м.Новаторская)
Пишите-звоните на WhatsApp 
<PRESIDIO_ANONYMIZED_PHONE_NUMBER>

#официант
Assistant:
def preprocess_combined_data(training_data):
    features = []
    labels = []
    num_samples_per_subject = []
    labels_per_subject = []

    for key, file_contents_list in training_data.items():
        activity_name, data_type_folder = key
        num_samples_for_current_subject = 0  # Initialize sample count for current subject
        for file_contents in file_contents_list:
            rows = file_contents.strip().split('\n')[5:]  # Skip the first five lines
            for row in rows:
                row_values = row.split(',')  # Assuming comma-separated values
                # Check if the row has enough columns
                if len(row_values) < 3:
                    continue
                
                # Extract features (excluding the first two columns)
                features_row = []
                for val in row_values[2:]:
                    if val.strip():  # Check if the value is not an empty string
                        try:
                            features_row.append(float(val))
                        except ValueError:  # Handle non-numeric values gracefully
                            continue
                
                # Only append if there's at least one non-zero feature
                if any(feature != 0.0 for feature in features_row):
                    features.append(features_row)
                    labels.append(activity_name)  # Using activity_name as the label
                    num_samples_for_current_subject += 1  # Count valid samples
                    
            # After processing all rows for the current file, append the samples per subject
            num_samples_per_subject.append(num_samples_for_current_subject)
            labels_per_subject.append(activity_name)  # Append label for this subject
            
    # Convert features to a numpy array
    features_array = np.array(features, dtype=np.float32)
    
    print(f"Length of raw features: {len(features)}")  # Print length before filtering

    # Find columns with any non-zero values
    non_zero_columns = np.any(features_array != 0, axis=0)
    
    # Filter features based on non-zero columns
    filtered_features = features_array[:, non_zero_columns]
    
    # Convert labels to array
    filtered_labels = np.array(labels)
    
    print(f"Length of filtered features: {len(filtered_features)}")  # Print length after filtering
    print(f"Length of labels: {len(filtered_labels)}")  # Print length of labels
    print(f"Number of samples per subject: {num_samples_per_subject}")  # Print samples per subject
    
    return filtered_features, filtered_labels, num_samples_per_subject   ValueError: setting an array element with a sequence. The requested array has an inhomogeneous shape after 1 dimensions. The detected shape was (1396578,) + inhomogeneous part.
Story prompt: Emma, age 14, goes through middle school minding her own business and enjoying the company that consisted only of herself. Though it seems that her class, if not the entire school was talking about seven teenagers who have made headlines all over the world. There was a singer-songwriter who was only 15 who had his songs make up half of the “Top 10 Songs Of The Week Worldwide”, a high-class 14-year-old boy who was the heir of a family of powerful billionaires, another 14-year-old who was both a child soldier and revolutionary from the other side of the world who always seeks liberty and freedom for the peoples under tyrannical governments and regimes, a 13-year-old girl whose presence in social media and millions of subscribers can’t be ignored, a 14-year-old girl who gained controversy with her left-leaning views that went against her politician father’s campaign, an up and coming 15-year-old whose talent in tennis, basketball, soccer, American football, baseball and MMA made him an athletic prodigy and the seventh being a 13-year-old genius and polymath whose theories and inventions garnered her admiration and respect in the whole scientific community. All seven and their lives were unrelated to each other, yet they were the talk of the school. How couldn’t they be? Whether it was discussed by the athletes, popular kids, outcasts and even the teachers sometimes bringing it up in their classes, it was impossible to escape. Yet Emma preferred to keep to herself. Despite kids across the middle school either trying to get her in the know of any one of the seven, or some meaner teens trying to mock her by comparing her to any of those seven, she barely budged or followed the hype. She had her reasons not to, but Emma liked her quiet way of going about life in school.
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        <div class="inner">
          <h3> {{status.count}} </h3>
          <p> {{status.status}} Orders </p>
        </div>
        <div class="icon">
          <i class="fa fa-cart-plus" aria-hidden="true"></i>
        </div>
      </div> --> how make animation of numbers as appear counts as in ngx-chart in this code
Goal
    Traduire toutes les valeurs textuelles présentes dans une liste d’objets d’une recette de cuisine de en (ISO 639) vers ar (ISO 639), en respectant le contexte culinaire.

    Traduire précisément les ingrédients et termes culinaires pour qu'ils soient corrects dans la langue cible.
    Maintenir la structure JSON intacte, en ne modifiant que les valeurs.
    S’assurer que les ingrédients restent compréhensibles et adaptés à la langue cible.

    Return Format
    Tu dois renvoyer une liste d’objets sous la forme reçu.
    - Chaque valeur doit être correctement traduite en ar.
    - Les ingrédients doivent être adaptés à la langue cible.
    - Aucune clé ne doit être modifiée.

    Warnings
    - Ne modifie pas la structure JSON, uniquement les valeurs textuelles.
    - Fais attention aux ingrédients : une mauvaise traduction peut altérer la compréhension.
    - Ne laisse aucune valeur non traduite.
    - Ne renvoie que le JSON, sans explication.

    Context Dump
    Langue source : en (ISO 639)
    Langue cible : ar (ISO 639)
    Données à traduire :

    [
  {
    "recipeCode": "458006498fa4422988a7a259e63fe439",
    "updated": "2025-04-23T09:41:58.975Z",
    "title": "Creole Catfish",
    "subtitle": "Keto Option",
    "description": "",
    "ingredients": [
      {
        "section": "For the recipe",
        "ingredients": [
          "ghee (or coconut oil if dairy-free)",
          "diced onions",
          "garlic, smashed to a paste",
          "jar crushed tomatoes, with juices",
          "fine sea salt",
          "garlic powder",
          "onion powder",
          "dried oregano leaves",
          "pure stevia powder (optional)",
          "hot sauce, or more to taste",
          "catfish fillets, cut into (25.4 mm)-wide pieces",
          "fine sea salt and ground black pepper",
          "batch cauliflower rice, or double batch keto grits, for serving (optional)"
        ]
      }
    ],
    "instructions": [
      "1. Melt the ghee in a medium saucepan over medium heat. Sauté the diced onions for 2 minutes, or until softened. Add the garlic paste and sauté for another minute.  Incorporate the crushed tomatoes (with their juices), salt, garlic powder, onion powder, oregano, stevia powder (if using), and hot sauce. Bring the mixture to a boil, then gently add the catfish pieces.",
      "2. Cover the saucepan and cook for 5 minutes, or until the fish flakes easily and is cooked through. Season with additional salt and pepper to taste.",
      "3. Serve the catfish mixture over cauliflower rice or keto grits, if desired. Refrigerate leftovers in an airtight container for up to 3 days. Reheat in a lightly oiled skillet over medium heat until warmed through."
    ],
    "notes_ingredients": "",
    "notes_instructions": ""
  }
]
I have a list of ingredients that I would like to format in a simple and consistent way, following this structure:

"Quantity Unit Description."

Formatting Rules:

Quantity must be a number (e.g., "200" instead of "two hundred").

Unit must use the metric system and the corresponding abbreviated form (e.g., grams → g, liters → l, milliliters → ml, etc.).

Description should be the ingredient, including any specific details if mentioned (e.g., "brown sugar", "melted unsalted butter").

If an ingredient is already formatted correctly, do not change it.

Do not invent a quantity or unit if none is provided — leave it as is and just include the description.

If a line includes alternatives or multiple options (e.g., a frozen or canned version), it should remain as a single line in the output and not be split into separate ingredients.

Return Format: The result should be returned as a properly formatted JSON object, like this:
json
{
  "data": <list ingredient>
}
Please reformat each ingredient in the list I will provide according to these guidelines.

Context Dump
Ingredients source provided:
60 ml (1/2 cup) olive oil,45 ml (3 tbsp) honey,15 ml (1 tbsp) fresh chopped thyme,15 ml (1 tbsp) fresh chopped rosemary,5 ml (1 tsp) Italian seasoning,5 ml (1 tsp) onion powder,5 ml (1 tsp) chili flakes,6 minced garlic cloves,1 lemon (juice),1 orange (juice),Salt and pepper to taste
Dear Layal,

Kindly find attached the packing reports for the below batches. 
correct English