AWS Lambda Powertools
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This document discusses AWS Lambda Powertools, a Python library that simplifies implementing serverless best practices for structured logging, distributed tracing, and metrics collection. It provides utilities and pre-built solutions for collecting and managing logs, traces, and metrics that help build observability into serverless applications. The document outlines how AWS Lambda Powertools can help standardize logs, automatically collect traces across functions and services, and publish metrics to CloudWatch, making it easier to monitor and troubleshoot serverless applications.
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[INFO] <timestamp> <msg>
Structured
Logging
Recap
Raw
Semi-structured
Structured
[INFO] ... {“message”: <msg> }
{“level”: “INFO”, “message”: <msg> }
Canonical [timestamp] <operation> meta=data
timestamp | operation | key=value |…
SampleType](https://image.slidesharecdn.com/serverlesspowertools-devaxconnect-200722202548/85/AWS-Lambda-Powertools-9-320.jpg)
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[INFO] 2020-01-31T22:.. 1c8df7d3… Hello world
Result
Structured
Logging
Before](https://image.slidesharecdn.com/serverlesspowertools-devaxconnect-200722202548/85/AWS-Lambda-Powertools-10-320.jpg)
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[INFO] … {“message”: “Hello world”}
Result
Structured
Logging
Before](https://image.slidesharecdn.com/serverlesspowertools-devaxconnect-200722202548/85/AWS-Lambda-Powertools-11-320.jpg)
AWS Lambda Powertools
- 1. connect DevAx connect DevAx AWS Lambda Powertools Simplifying Serverless best practices @heitor_lessa Heitor Lessa Principal Solutions Architect
- 3. connect DevAx AWS operational responsibility models On-Premises Cloud Less More Compute Virtual Machine Amazon EC2 AWS Elastic Beanstalk AWS LambdaAWS Fargate Databases DB MySQL on EC2 Amazon RDS MySQL Amazon Aurora Aurora Serverless Storage Storage Amazon S3 Messaging ESBs Amazon MQ Amazon Kinesis Analytics Hadoop on EC2 Amazon EMR Amazon Elasticsearch Service Amazon Athena Amazon QLDB / DynamoDB Amazon Event Bridge / SNS / SQS Amazon Elastic File System Insights AWS GlueAmazon Redshift Amazon MSK
- 5. connect DevAx Serverless Lens in AWS Well-Architected Tool N ew
- 6. connect DevAx Serverless Lens in AWS Well-Architected Tool
- 7. connect DevAx AWS Lambda Powertools Logger Metrics Tracer + Utilities awslabs / aws-lambda-powertools-python
- 9. connect DevAx [INFO] <timestamp> <msg> Structured Logging Recap Raw Semi-structured Structured [INFO] ... {“message”: <msg> } {“level”: “INFO”, “message”: <msg> } Canonical [timestamp] <operation> meta=data timestamp | operation | key=value |… SampleType
- 10. connect DevAx [INFO] 2020-01-31T22:.. 1c8df7d3… Hello world Result Structured Logging Before
- 11. connect DevAx [INFO] … {“message”: “Hello world”} Result Structured Logging Before
- 12. connect DevAx Structured Logging Before { "asctime": "2020-07-12...", "levelname": "INFO", "name": "root", "message": "Aha!" } Result
- 13. connect DevAx Structured Logging After { "timestamp": "2020-07-14...", "level": "INFO", "location": "collect.handler:5", "service": "payment", "sampling_rate": 0.0, "message": ”Aha!” } Result
- 14. connect DevAx Structured Logging After { … "lambda_function_name":.., "lambda_function_memory_size": 128, "lambda_function_arn": ”…", "lambda_request_id": "52fd..", "cold_start": true, } Result
- 15. connect DevAx
- 16. connect DevAx Tracing Recap Trace Segment Sub-segment API Gateway Lambda Fargate DynamoDB API Gateway S3 bucket Type Key Value Namespace Annotation UserId a1c8k... Metadata Cart {….} Checkout Legend Trace metadata
- 25. connect DevAx
- 36. connect DevAx Logger Tracer Metrics All-in-one Environment variable Value POWERTOOLS_SERVICE_NAME shopping-cart POWERTOOLS_METRICS_NAMESPACE e-commerce-app LOG_LEVEL INFO
- 37. connect DevAx
- 39. connect DevAx Demo examples aws-samples / aws-serverless-airline aws-samples / aws-serverless-shopping-cart aws-samples / serverless-ecommerce-platform
- 40. Thank you! connect DevAx Heitor Lessa Principal Solutions Architect @heitor_lessa