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A suite of Python utilities for AWS Lambda functions to ease adopting best practices such as tracing, structured logging, custom metrics, and more. ([AWS Lambda Powertools Java](https://github.com/awslabs/aws-lambda-powertools-java) is also available).
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**[📜Documentation](https://awslabs.github.io/aws-lambda-powertools-python/)** | **[🐍PyPi](https://pypi.org/project/aws-lambda-powertools/)** | **[Roadmap](https://github.com/awslabs/aws-lambda-powertools-roadmap/projects/1)** | **[Quick hello world example](https://github.com/aws-samples/cookiecutter-aws-sam-python)** | **[Detailed blog post](https://aws.amazon.com/blogs/opensource/simplifying-serverless-best-practices-with-lambda-powertools/)**
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> **An AWS Developer Acceleration (DevAx) initiative by Specialist Solution Architects | [email protected]**
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## Features
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* **[Tracing](https://awslabs.github.io/aws-lambda-powertools-python/latest/core/tracer/)** - Decorators and utilities to trace Lambda function handlers, and both synchronous and asynchronous functions
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* **[Logging](https://awslabs.github.io/aws-lambda-powertools-python/latest/core/logger/)** - Structured logging made easier, and decorator to enrich structured logging with key Lambda context details
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* **[Metrics](https://awslabs.github.io/aws-lambda-powertools-python/latest/core/metrics/)** - Custom Metrics created asynchronously via CloudWatch Embedded Metric Format (EMF)
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* **[Event handler: AppSync](https://awslabs.github.io/aws-lambda-powertools-python/latest/core/event_handler/appsync/)** - AWS AppSync event handler for Lambda Direct Resolver and Amplify GraphQL Transformer function
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* **[Event handler: API Gateway and ALB](https://awslabs.github.io/aws-lambda-powertools-python/latest/core/event_handler/api_gateway/)** - Amazon API Gateway REST/HTTP API and ALB event handler for Lambda functions invoked using Proxy integration
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* **[Bring your own middleware](https://awslabs.github.io/aws-lambda-powertools-python/latest/utilities/middleware_factory/)** - Decorator factory to create your own middleware to run logic before, and after each Lambda invocation
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* **[Parameters utility](https://awslabs.github.io/aws-lambda-powertools-python/latest/utilities/parameters/)** - Retrieve and cache parameter values from Parameter Store, Secrets Manager, or DynamoDB
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* **[Batch processing](https://awslabs.github.io/aws-lambda-powertools-python/latest/utilities/batch/)** - Handle partial failures for AWS SQS batch processing
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* **[Typing](https://awslabs.github.io/aws-lambda-powertools-python/latest/utilities/typing/)** - Static typing classes to speedup development in your IDE
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* **[Validation](https://awslabs.github.io/aws-lambda-powertools-python/latest/utilities/validation/)** - JSON Schema validator for inbound events and responses
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* **[Event source data classes](https://awslabs.github.io/aws-lambda-powertools-python/latest/utilities/data_classes/)** - Data classes describing the schema of common Lambda event triggers
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* **[Parser](https://awslabs.github.io/aws-lambda-powertools-python/latest/utilities/parser/)** - Data parsing and deep validation using Pydantic
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* **[Idempotency](https://awslabs.github.io/aws-lambda-powertools-python/latest/utilities/idempotency/)** - Convert your Lambda functions into idempotent operations which are safe to retry
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* **[Feature Flags](https://awslabs.github.io/aws-lambda-powertools-python/latest/utilities/feature_flags/)** - A simple rule engine to evaluate when one or multiple features should be enabled depending on the input
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- **[Tracing](https://awslabs.github.io/aws-lambda-powertools-python/latest/core/tracer/)** - Decorators and utilities to trace Lambda function handlers, and both synchronous and asynchronous functions
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- **[Logging](https://awslabs.github.io/aws-lambda-powertools-python/latest/core/logger/)** - Structured logging made easier, and decorator to enrich structured logging with key Lambda context details
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- **[Metrics](https://awslabs.github.io/aws-lambda-powertools-python/latest/core/metrics/)** - Custom Metrics created asynchronously via CloudWatch Embedded Metric Format (EMF)
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- **[Event handler: AppSync](https://awslabs.github.io/aws-lambda-powertools-python/latest/core/event_handler/appsync/)** - AWS AppSync event handler for Lambda Direct Resolver and Amplify GraphQL Transformer function
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- **[Event handler: API Gateway and ALB](https://awslabs.github.io/aws-lambda-powertools-python/latest/core/event_handler/api_gateway/)** - Amazon API Gateway REST/HTTP API and ALB event handler for Lambda functions invoked using Proxy integration
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- **[Bring your own middleware](https://awslabs.github.io/aws-lambda-powertools-python/latest/utilities/middleware_factory/)** - Decorator factory to create your own middleware to run logic before, and after each Lambda invocation
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- **[Parameters utility](https://awslabs.github.io/aws-lambda-powertools-python/latest/utilities/parameters/)** - Retrieve and cache parameter values from Parameter Store, Secrets Manager, or DynamoDB
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- **[Batch processing](https://awslabs.github.io/aws-lambda-powertools-python/latest/utilities/batch/)** - Handle partial failures for AWS SQS batch processing
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- **[Typing](https://awslabs.github.io/aws-lambda-powertools-python/latest/utilities/typing/)** - Static typing classes to speedup development in your IDE
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- **[Validation](https://awslabs.github.io/aws-lambda-powertools-python/latest/utilities/validation/)** - JSON Schema validator for inbound events and responses
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- **[Event source data classes](https://awslabs.github.io/aws-lambda-powertools-python/latest/utilities/data_classes/)** - Data classes describing the schema of common Lambda event triggers
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- **[Parser](https://awslabs.github.io/aws-lambda-powertools-python/latest/utilities/parser/)** - Data parsing and deep validation using Pydantic
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- **[Idempotency](https://awslabs.github.io/aws-lambda-powertools-python/latest/utilities/idempotency/)** - Convert your Lambda functions into idempotent operations which are safe to retry
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- **[Feature Flags](https://awslabs.github.io/aws-lambda-powertools-python/latest/utilities/feature_flags/)** - A simple rule engine to evaluate when one or multiple features should be enabled depending on the input
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### Installation
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With [pip](https://pip.pypa.io/en/latest/index.html) installed, run: ``pip install aws-lambda-powertools``
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With [pip](https://pip.pypa.io/en/latest/index.html) installed, run: `pip install aws-lambda-powertools`
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## Examples
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* [Serverless Shopping cart](https://github.com/aws-samples/aws-serverless-shopping-cart)
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* [Serverless Airline](https://github.com/aws-samples/aws-serverless-airline-booking)
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* [Serverless E-commerce platform](https://github.com/aws-samples/aws-serverless-ecommerce-platform)
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- [Serverless Shopping cart](https://github.com/aws-samples/aws-serverless-shopping-cart)
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- [Serverless Airline](https://github.com/aws-samples/aws-serverless-airline-booking)
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- [Serverless E-commerce platform](https://github.com/aws-samples/aws-serverless-ecommerce-platform)
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- [Serverless GraphQL Nanny Booking Api](https://github.com/trey-rosius/babysitter_api)
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## Credits
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* Structured logging initial implementation from [aws-lambda-logging](https://gitlab.com/hadrien/aws_lambda_logging)
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* Powertools idea [DAZN Powertools](https://github.com/getndazn/dazn-lambda-powertools/)
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- Structured logging initial implementation from [aws-lambda-logging](https://gitlab.com/hadrien/aws_lambda_logging)
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- Powertools idea [DAZN Powertools](https://github.com/getndazn/dazn-lambda-powertools/)
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## Connect
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* **AWS Developers Slack**: `#lambda-powertools`** - **[Invite, if you don't have an account](https://join.slack.com/t/awsdevelopers/shared_invite/zt-yryddays-C9fkWrmguDv0h2EEDzCqvw)**
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* **Email**: [email protected]
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- **AWS Developers Slack**: `#lambda-powertools`** - **[Invite, if you don't have an account](https://join.slack.com/t/awsdevelopers/shared_invite/zt-yryddays-C9fkWrmguDv0h2EEDzCqvw)\*\*
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- **Email**: [email protected]
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## License
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