Python Functions

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["API Integration","APIs","AWS","Azure","Blockchain","Chatbots","Cloud Resources","Cloud Storage","Compute","Configuration","Data Handling","Data Pipelines","Data Visualization","Database","Distributed Systems","Email","File Management","Google Cloud","Identity and Access Management","Image Processing","Machine Learning","Mathematical Functions","Microservices","Natural Language Processing","Networking","Project Management","Real-time Systems","Security","Serverless","Speech Recognition","Storage","String Manipulation","Validation","Web Development","Web Scraping"]

[{"func_name":"send_email","func_desc":"Send an email using SMTP with attachments.","func_category":"[\"Email\"]"},{"func_name":"download_file","func_desc":"Download a file from a URL.","func_category":"[\"File Management\"]"},{"func_name":"convert_to_json","func_desc":"Convert a Python dictionary to JSON format.","func_category":"[\"Data Handling\"]"},{"func_name":"read_csv","func_desc":"Read data from a CSV file and return a list.","func_category":"[\"File Management\",\"Data Handling\"]"},{"func_name":"write_csv","func_desc":"Write data to a CSV file.","func_category":"[\"File Management\",\"Data Handling\"]"},{"func_name":"resize_image","func_desc":"Resize an image using Pillow.","func_category":"[\"Image Processing\"]"},{"func_name":"hash_password","func_desc":"Hash a password using bcrypt.","func_category":"[\"Security\"]"},{"func_name":"check_palindrome","func_desc":"Check if a string is a palindrome.","func_category":"[\"String Manipulation\"]"},{"func_name":"calculate_factorial","func_desc":"Calculate the factorial of a number.","func_category":"[\"Mathematical Functions\"]"},{"func_name":"web_scrape","func_desc":"Scrape data from a webpage using BeautifulSoup.","func_category":"[\"Web Scraping\"]"},{"func_name":"generate_uuid","func_desc":"Generate a random UUID.","func_category":"[\"Data Handling\"]"},{"func_name":"send_get_request","func_desc":"Send a GET request and return the response.","func_category":"[\"API Integration\"]"},{"func_name":"send_post_request","func_desc":"Send a POST request with data.","func_category":"[\"API Integration\"]"},{"func_name":"validate_email","func_desc":"Validate an email using a regular expression.","func_category":"[\"Validation\"]"},{"func_name":"find_duplicates_in_list","func_desc":"Find duplicate items in a list.","func_category":"[\"Data Handling\"]"},{"func_name":"merge_dictionaries","func_desc":"Merge two or more dictionaries.","func_category":"[\"Data Handling\"]"},{"func_name":"encrypt_data","func_desc":"Encrypt data using a symmetric encryption algorithm.","func_category":"[\"Security\"]"},{"func_name":"check_prime","func_desc":"Check if a number is prime.","func_category":"[\"Mathematical Functions\"]"},{"func_name":"download_images","func_desc":"Download images from a URL.","func_category":"[\"File Management\"]"},{"func_name":"get_weather_data","func_desc":"Retrieve weather data from an API.","func_category":"[\"API Integration\"]"},{"func_name":"distributed_web_scraper","func_desc":"Build a distributed web scraper that can handle large-scale scraping tasks using multiple threads and asynchronous requests.","func_category":"[\"Web Scraping\",\"Distributed Systems\"]"},{"func_name":"image_recognition_pipeline","func_desc":"Create an image recognition pipeline using TensorFlow or PyTorch to classify images from a given dataset.","func_category":"[\"Machine Learning\",\"Image Processing\"]"},{"func_name":"natural_language_processing_pipeline","func_desc":"Develop a complete natural language processing pipeline for sentiment analysis, text classification, and named entity recognition using spaCy or NLTK.","func_category":"[\"Machine Learning\",\"Natural Language Processing\"]"},{"func_name":"data_pipeline_with_airflow","func_desc":"Build a data pipeline using Apache Airflow to extract, transform, and load (ETL) data from multiple sources into a data warehouse.","func_category":"[\"Data Pipelines\"]"},{"func_name":"time_series_forecasting","func_desc":"Implement time series forecasting using ARIMA, Prophet, or LSTM models to predict future values from a sequence of observations.","func_category":"[\"Machine Learning\"]"},{"func_name":"deep_learning_chatbot","func_desc":"Create a chatbot using a deep learning-based seq2seq model for generating natural language responses based on user input.","func_category":"[\"Machine Learning\",\"Chatbots\"]"},{"func_name":"distributed_task_queue","func_desc":"Set up a distributed task queue using Celery and RabbitMQ to distribute workload across multiple workers asynchronously.","func_category":"[\"Distributed Systems\"]"},{"func_name":"real_time_stock_data_dashboard","func_desc":"Develop a real-time stock data dashboard using Flask and WebSockets to visualize live financial data from an API.","func_category":"[\"Data Visualization\",\"Real-time Systems\"]"},{"func_name":"automatic_document_summarization","func_desc":"Build a system that performs automatic document summarization using extractive or abstractive techniques with NLP libraries.","func_category":"[\"Natural Language Processing\"]"},{"func_name":"voice_command_recognition","func_desc":"Create a voice command recognition system using speech recognition libraries to detect and respond to specific commands.","func_category":"[\"Speech Recognition\"]"},{"func_name":"recommendation_system","func_desc":"Develop a recommendation system using collaborative filtering and content-based filtering to suggest items to users.","func_category":"[\"Machine Learning\"]"},{"func_name":"reinforcement_learning_agent","func_desc":"Build a reinforcement learning agent using Q-learning or Deep Q Networks to solve tasks in a simulated environment.","func_category":"[\"Machine Learning\"]"},{"func_name":"data_visualization_dashboard","func_desc":"Create an interactive data visualization dashboard using Dash or Plotly to explore and analyze large datasets.","func_category":"[\"Data Visualization\"]"},{"func_name":"face_detection_and_recognition","func_desc":"Implement a face detection and recognition system using OpenCV and deep learning for real-time facial recognition.","func_category":"[\"Image Processing\",\"Machine Learning\"]"},{"func_name":"currency_exchange_rate_predictor","func_desc":"Create a currency exchange rate prediction model using historical data and machine learning techniques like XGBoost or Random Forest.","func_category":"[\"Machine Learning\"]"},{"func_name":"serverless_aws_lambda_function","func_desc":"Build a serverless function using AWS Lambda to trigger an action based on events from an S3 bucket or API Gateway.","func_category":"[\"Serverless\",\"AWS\"]"},{"func_name":"multi_tenant_web_application","func_desc":"Develop a multi-tenant web application using Django to support multiple clients with isolated data and resources.","func_category":"[\"Web Development\"]"},{"func_name":"blockchain_based_ledger","func_desc":"Create a blockchain-based ledger to record transactions in a distributed and tamper-proof manner using Python blockchain libraries.","func_category":"[\"Blockchain\"]"},{"func_name":"image_style_transfer","func_desc":"Build an image style transfer system that applies the artistic style of one image to another using deep learning techniques.","func_category":"[\"Image Processing\",\"Machine Learning\"]"},{"func_name":"microservice_with_flask","func_desc":"Develop a microservice using Flask that handles specific tasks in a distributed system, such as user authentication or data processing.","func_category":"[\"Web Development\",\"Microservices\"]"},{"func_name":"create_s3_bucket","func_desc":"Create a new S3 bucket in AWS using the boto3 library.","func_category":"[\"AWS\",\"Cloud Storage\"]"},{"func_name":"upload_file_to_s3","func_desc":"Upload a local file to a specified S3 bucket using boto3.","func_category":"[\"AWS\",\"Cloud Storage\"]"},{"func_name":"download_file_from_s3","func_desc":"Download a file from an S3 bucket and save it locally using boto3.","func_category":"[\"AWS\",\"Cloud Storage\"]"},{"func_name":"list_s3_buckets","func_desc":"List all S3 buckets in your AWS account using boto3.","func_category":"[\"AWS\",\"Cloud Storage\"]"},{"func_name":"delete_s3_bucket","func_desc":"Delete a specified S3 bucket and its contents using boto3.","func_category":"[\"AWS\",\"Cloud Storage\"]"},{"func_name":"create_ec2_instance","func_desc":"Launch a new EC2 instance in AWS using boto3.","func_category":"[\"AWS\",\"Compute\"]"},{"func_name":"start_ec2_instance","func_desc":"Start an existing EC2 instance in AWS using boto3.","func_category":"[\"AWS\",\"Compute\"]"},{"func_name":"stop_ec2_instance","func_desc":"Stop a running EC2 instance in AWS using boto3.","func_category":"[\"AWS\",\"Compute\"]"},{"func_name":"terminate_ec2_instance","func_desc":"Terminate an EC2 instance in AWS using boto3.","func_category":"[\"AWS\",\"Compute\"]"},{"func_name":"list_ec2_instances","func_desc":"List all EC2 instances in a specific AWS region using boto3.","func_category":"[\"AWS\",\"Compute\"]"},{"func_name":"create_dynamodb_table","func_desc":"Create a new DynamoDB table in AWS using boto3.","func_category":"[\"AWS\",\"Database\"]"},{"func_name":"put_item_in_dynamodb","func_desc":"Insert a new item into a DynamoDB table using boto3.","func_category":"[\"AWS\",\"Database\"]"},{"func_name":"get_item_from_dynamodb","func_desc":"Retrieve an item from a DynamoDB table using boto3.","func_category":"[\"AWS\",\"Database\"]"},{"func_name":"delete_item_from_dynamodb","func_desc":"Delete an item from a DynamoDB table using boto3.","func_category":"[\"AWS\",\"Database\"]"},{"func_name":"list_dynamodb_tables","func_desc":"List all DynamoDB tables in your AWS account using boto3.","func_category":"[\"AWS\",\"Database\"]"},{"func_name":"create_lambda_function","func_desc":"Create a new AWS Lambda function using boto3.","func_category":"[\"AWS\",\"Serverless\"]"},{"func_name":"invoke_lambda_function","func_desc":"Invoke an existing AWS Lambda function and get the result using boto3.","func_category":"[\"AWS\",\"Serverless\"]"},{"func_name":"delete_lambda_function","func_desc":"Delete an existing AWS Lambda function using boto3.","func_category":"[\"AWS\",\"Serverless\"]"},{"func_name":"create_iam_role","func_desc":"Create a new IAM role for AWS services using boto3.","func_category":"[\"AWS\",\"Security\"]"},{"func_name":"attach_policy_to_role","func_desc":"Attach an existing policy to an IAM role using boto3.","func_category":"[\"AWS\",\"Security\"]"},{"func_name":"create_resource_group","func_desc":"Create a new resource group in Azure using the azure-mgmt-resource library.","func_category":"[\"Azure\",\"Cloud Resources\"]"},{"func_name":"delete_resource_group","func_desc":"Delete an existing resource group in Azure using the azure-mgmt-resource library.","func_category":"[\"Azure\",\"Cloud Resources\"]"},{"func_name":"list_virtual_machines","func_desc":"List all virtual machines in a specific Azure subscription using the azure-mgmt-compute library.","func_category":"[\"Azure\",\"Compute\"]"},{"func_name":"start_virtual_machine","func_desc":"Start an Azure virtual machine using the azure-mgmt-compute library.","func_category":"[\"Azure\",\"Compute\"]"},{"func_name":"stop_virtual_machine","func_desc":"Stop an Azure virtual machine using the azure-mgmt-compute library.","func_category":"[\"Azure\",\"Compute\"]"},{"func_name":"restart_virtual_machine","func_desc":"Restart an Azure virtual machine using the azure-mgmt-compute library.","func_category":"[\"Azure\",\"Compute\"]"},{"func_name":"create_virtual_machine","func_desc":"Create a new virtual machine in Azure using the azure-mgmt-compute library.","func_category":"[\"Azure\",\"Compute\"]"},{"func_name":"delete_virtual_machine","func_desc":"Delete an existing virtual machine in Azure using the azure-mgmt-compute library.","func_category":"[\"Azure\",\"Compute\"]"},{"func_name":"list_storage_accounts","func_desc":"List all storage accounts in a specific Azure subscription using the azure-mgmt-storage library.","func_category":"[\"Azure\",\"Cloud Storage\"]"},{"func_name":"create_storage_account","func_desc":"Create a new storage account in Azure using the azure-mgmt-storage library.","func_category":"[\"Azure\",\"Cloud Storage\"]"},{"func_name":"delete_storage_account","func_desc":"Delete an existing storage account in Azure using the azure-mgmt-storage library.","func_category":"[\"Azure\",\"Cloud Storage\"]"},{"func_name":"upload_blob_to_storage","func_desc":"Upload a file to Azure Blob Storage using the azure-storage-blob library.","func_category":"[\"Azure\",\"Cloud Storage\"]"},{"func_name":"download_blob_from_storage","func_desc":"Download a blob from Azure Blob Storage using the azure-storage-blob library.","func_category":"[\"Azure\",\"Cloud Storage\"]"},{"func_name":"list_blob_containers","func_desc":"List all containers in a storage account using the azure-storage-blob library.","func_category":"[\"Azure\",\"Cloud Storage\"]"},{"func_name":"create_network_interface","func_desc":"Create a new network interface in Azure using the azure-mgmt-network library.","func_category":"[\"Azure\",\"Networking\"]"},{"func_name":"list_virtual_networks","func_desc":"List all virtual networks in a resource group using the azure-mgmt-network library.","func_category":"[\"Azure\",\"Networking\"]"},{"func_name":"create_virtual_network","func_desc":"Create a new virtual network in Azure using the azure-mgmt-network library.","func_category":"[\"Azure\",\"Networking\"]"},{"func_name":"delete_virtual_network","func_desc":"Delete an existing virtual network in Azure using the azure-mgmt-network library.","func_category":"[\"Azure\",\"Networking\"]"},{"func_name":"create_sql_database","func_desc":"Create a new Azure SQL Database using the azure-mgmt-sql library.","func_category":"[\"Azure\",\"Database\"]"},{"func_name":"delete_sql_database","func_desc":"Delete an existing Azure SQL Database using the azure-mgmt-sql library.","func_category":"[\"Azure\",\"Database\"]"},{"func_name":"list_gcp_vm_instances","func_desc":"List all virtual machine instances in a specific Google Cloud project using the GCP Compute API.","func_category":"[\"Google Cloud\",\"Compute\"]"},{"func_name":"create_gcp_vm_instance","func_desc":"Create a new virtual machine instance in Google Cloud using the GCP Compute API.","func_category":"[\"Google Cloud\",\"Compute\"]"},{"func_name":"start_gcp_vm_instance","func_desc":"Start an existing virtual machine instance in Google Cloud using the GCP Compute API.","func_category":"[\"Google Cloud\",\"Compute\"]"},{"func_name":"stop_gcp_vm_instance","func_desc":"Stop a running virtual machine instance in Google Cloud using the GCP Compute API.","func_category":"[\"Google Cloud\",\"Compute\"]"},{"func_name":"delete_gcp_vm_instance","func_desc":"Delete a virtual machine instance from Google Cloud using the GCP Compute API.","func_category":"[\"Google Cloud\",\"Compute\"]"},{"func_name":"list_gcp_buckets","func_desc":"List all Google Cloud Storage buckets in a specific project using the GCP Storage API.","func_category":"[\"Google Cloud\",\"Storage\"]"},{"func_name":"create_gcp_bucket","func_desc":"Create a new Google Cloud Storage bucket using the GCP Storage API.","func_category":"[\"Google Cloud\",\"Storage\"]"},{"func_name":"upload_file_to_gcp_bucket","func_desc":"Upload a file to a Google Cloud Storage bucket using the GCP Storage API.","func_category":"[\"Google Cloud\",\"Storage\"]"},{"func_name":"download_file_from_gcp_bucket","func_desc":"Download a file from a Google Cloud Storage bucket using the GCP Storage API.","func_category":"[\"Google Cloud\",\"Storage\"]"},{"func_name":"delete_gcp_bucket","func_desc":"Delete a Google Cloud Storage bucket using the GCP Storage API.","func_category":"[\"Google Cloud\",\"Storage\"]"},{"func_name":"set_gcp_bucket_permissions","func_desc":"Set permissions for a Google Cloud Storage bucket using the GCP IAM API.","func_category":"[\"Google Cloud\",\"Storage\",\"Security\"]"},{"func_name":"create_gcp_service_account","func_desc":"Create a new service account in Google Cloud using the GCP IAM API.","func_category":"[\"Google Cloud\",\"Identity and Access Management\",\"Security\"]"},{"func_name":"assign_role_to_gcp_service_account","func_desc":"Assign a role to a service account in GCP using the IAM API.","func_category":"[\"Google Cloud\",\"Identity and Access Management\",\"Security\"]"},{"func_name":"generate_gcp_service_account_key","func_desc":"Generate a new key for a service account in Google Cloud using the GCP IAM API.","func_category":"[\"Google Cloud\",\"Identity and Access Management\",\"Security\"]"},{"func_name":"list_gcp_service_accounts","func_desc":"List all service accounts in a specific Google Cloud project using the GCP IAM API.","func_category":"[\"Google Cloud\",\"Identity and Access Management\",\"Security\"]"},{"func_name":"enable_gcp_apis","func_desc":"Enable specific Google Cloud APIs in a project using the GCP API Management service.","func_category":"[\"Google Cloud\",\"APIs\",\"Configuration\"]"},{"func_name":"list_gcp_projects","func_desc":"List all Google Cloud projects accessible by the user using the GCP Resource Manager API.","func_category":"[\"Google Cloud\",\"Project Management\"]"},{"func_name":"create_gcp_project","func_desc":"Create a new project in Google Cloud using the GCP Resource Manager API.","func_category":"[\"Google Cloud\",\"Project Management\"]"},{"func_name":"delete_gcp_project","func_desc":"Delete an existing Google Cloud project using the GCP Resource Manager API.","func_category":"[\"Google Cloud\",\"Project Management\"]"},{"func_name":"create_gcp_sql_instance","func_desc":"Create a new Cloud SQL instance in Google Cloud using the GCP SQL Admin API.","func_category":"[\"Google Cloud\",\"Database\"]"}]