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CHANGELOG.md
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<!-- changelog is partially generated, so it doesn't follow headings and required structure, so we disable it. -->
<!-- markdownlint-disable -->
<a name="unreleased"></a>
# Unreleased
## Documentation
* **homepage:** add SAR documentation ([#6347](https://github.com/aws-powertools/powertools-lambda-python/issues/6347))
## Maintenance
* **ci:** new pre-release 3.9.1a0 ([#6354](https://github.com/aws-powertools/powertools-lambda-python/issues/6354))
* **ci:** new pre-release 3.9.1a1 ([#6356](https://github.com/aws-powertools/powertools-lambda-python/issues/6356))
* **ci:** new pre-release 3.9.1a4 ([#6377](https://github.com/aws-powertools/powertools-lambda-python/issues/6377))
* **ci:** new pre-release 3.9.1a2 ([#6364](https://github.com/aws-powertools/powertools-lambda-python/issues/6364))
* **ci:** new pre-release 3.9.1a3 ([#6369](https://github.com/aws-powertools/powertools-lambda-python/issues/6369))
* **ci:** new pre-release 3.9.1a5 ([#6385](https://github.com/aws-powertools/powertools-lambda-python/issues/6385))
* **deps:** bump aws-encryption-sdk from 4.0.0 to 4.0.1 ([#6360](https://github.com/aws-powertools/powertools-lambda-python/issues/6360))
* **deps:** bump pydantic from 2.10.6 to 2.11.1 ([#6383](https://github.com/aws-powertools/powertools-lambda-python/issues/6383))
* **deps:** bump squidfunk/mkdocs-material from `f226a2d` to `3555052` in /docs ([#6372](https://github.com/aws-powertools/powertools-lambda-python/issues/6372))
* **deps:** bump actions/setup-python from 5.4.0 to 5.5.0 ([#6349](https://github.com/aws-powertools/powertools-lambda-python/issues/6349))
* **deps:** bump actions/dependency-review-action from 4.5.0 to 4.6.0 ([#6380](https://github.com/aws-powertools/powertools-lambda-python/issues/6380))
* **deps:** bump zgosalvez/github-actions-ensure-sha-pinned-actions from 3.0.22 to 3.0.23 ([#6371](https://github.com/aws-powertools/powertools-lambda-python/issues/6371))
* **deps-dev:** bump boto3-stubs from 1.37.19 to 1.37.20 ([#6353](https://github.com/aws-powertools/powertools-lambda-python/issues/6353))
* **deps-dev:** bump mkdocs-material from 9.6.9 to 9.6.10 ([#6375](https://github.com/aws-powertools/powertools-lambda-python/issues/6375))
* **deps-dev:** bump coverage from 7.7.1 to 7.8.0 ([#6376](https://github.com/aws-powertools/powertools-lambda-python/issues/6376))
* **deps-dev:** bump boto3-stubs from 1.37.23 to 1.37.24 ([#6374](https://github.com/aws-powertools/powertools-lambda-python/issues/6374))
* **deps-dev:** bump pytest-cov from 6.0.0 to 6.1.0 ([#6381](https://github.com/aws-powertools/powertools-lambda-python/issues/6381))
* **deps-dev:** bump pytest-asyncio from 0.25.3 to 0.26.0 ([#6352](https://github.com/aws-powertools/powertools-lambda-python/issues/6352))
* **deps-dev:** bump boto3-stubs from 1.37.20 to 1.37.22 ([#6362](https://github.com/aws-powertools/powertools-lambda-python/issues/6362))
* **deps-dev:** bump cfn-lint from 1.32.0 to 1.32.1 ([#6351](https://github.com/aws-powertools/powertools-lambda-python/issues/6351))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.186.0a0 to 2.187.0a0 ([#6382](https://github.com/aws-powertools/powertools-lambda-python/issues/6382))
* **deps-dev:** bump aws-cdk from 2.1005.0 to 2.1006.0 ([#6350](https://github.com/aws-powertools/powertools-lambda-python/issues/6350))
* **deps-dev:** bump boto3-stubs from 1.37.22 to 1.37.23 ([#6366](https://github.com/aws-powertools/powertools-lambda-python/issues/6366))
* **deps-dev:** bump sentry-sdk from 2.24.1 to 2.25.0 ([#6373](https://github.com/aws-powertools/powertools-lambda-python/issues/6373))
* **deps-dev:** bump boto3-stubs from 1.37.24 to 1.37.25 ([#6384](https://github.com/aws-powertools/powertools-lambda-python/issues/6384))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.185.0a0 to 2.186.0a0 ([#6363](https://github.com/aws-powertools/powertools-lambda-python/issues/6363))
<a name="v3.9.0"></a>
## [v3.9.0] - 2025-03-25
## Bug Fixes
* **idempotency:** include sk in error msgs when using composite key ([#6325](https://github.com/aws-powertools/powertools-lambda-python/issues/6325))
* **metrics:** ensure proper type conversion for `DD_FLUSH_TO_LOG` env var ([#6280](https://github.com/aws-powertools/powertools-lambda-python/issues/6280))
## Code Refactoring
* **data_classes:** Add base class with common code ([#6297](https://github.com/aws-powertools/powertools-lambda-python/issues/6297))
* **data_classes:** remove duplicated code ([#6288](https://github.com/aws-powertools/powertools-lambda-python/issues/6288))
* **data_classes:** simplify nested data classes ([#6289](https://github.com/aws-powertools/powertools-lambda-python/issues/6289))
* **tests:** add LambdaContext type in tests ([#6214](https://github.com/aws-powertools/powertools-lambda-python/issues/6214))
## Documentation
* **homepage:** update layer instructions link ([#6242](https://github.com/aws-powertools/powertools-lambda-python/issues/6242))
* **public_reference:** add Guild as a public reference ([#6342](https://github.com/aws-powertools/powertools-lambda-python/issues/6342))
## Features
* **data_classes:** add API Gateway Websocket event ([#6287](https://github.com/aws-powertools/powertools-lambda-python/issues/6287))
* **event_handler:** add custom method for OpenAPI configuration ([#6204](https://github.com/aws-powertools/powertools-lambda-python/issues/6204))
* **event_handler:** add custom response validation in OpenAPI utility ([#6189](https://github.com/aws-powertools/powertools-lambda-python/issues/6189))
* **general:** make logger, tracer and metrics utilities aware of provisioned concurrency ([#6324](https://github.com/aws-powertools/powertools-lambda-python/issues/6324))
* **metrics:** allow change ColdStart function_name dimension ([#6315](https://github.com/aws-powertools/powertools-lambda-python/issues/6315))
## Maintenance
* version bump
* **ci:** new pre-release 3.8.1a8 ([#6307](https://github.com/aws-powertools/powertools-lambda-python/issues/6307))
* **ci:** new pre-release 3.8.1a11 ([#6340](https://github.com/aws-powertools/powertools-lambda-python/issues/6340))
* **ci:** new pre-release 3.8.1a0 ([#6244](https://github.com/aws-powertools/powertools-lambda-python/issues/6244))
* **ci:** new pre-release 3.8.1a10 ([#6332](https://github.com/aws-powertools/powertools-lambda-python/issues/6332))
* **ci:** new pre-release 3.8.1a1 ([#6250](https://github.com/aws-powertools/powertools-lambda-python/issues/6250))
* **ci:** new pre-release 3.8.1a2 ([#6253](https://github.com/aws-powertools/powertools-lambda-python/issues/6253))
* **ci:** new pre-release 3.8.1a9 ([#6322](https://github.com/aws-powertools/powertools-lambda-python/issues/6322))
* **ci:** new pre-release 3.8.1a3 ([#6259](https://github.com/aws-powertools/powertools-lambda-python/issues/6259))
* **ci:** new pre-release 3.8.1a4 ([#6268](https://github.com/aws-powertools/powertools-lambda-python/issues/6268))
* **ci:** Fix SAR pipeline ([#6313](https://github.com/aws-powertools/powertools-lambda-python/issues/6313))
* **ci:** new pre-release 3.8.1a5 ([#6276](https://github.com/aws-powertools/powertools-lambda-python/issues/6276))
* **ci:** new pre-release 3.8.1a6 ([#6290](https://github.com/aws-powertools/powertools-lambda-python/issues/6290))
* **ci:** new pre-release 3.8.1a7 ([#6298](https://github.com/aws-powertools/powertools-lambda-python/issues/6298))
* **deps:** bump actions/setup-go from 5.3.0 to 5.4.0 ([#6304](https://github.com/aws-powertools/powertools-lambda-python/issues/6304))
* **deps:** bump actions/upload-artifact from 4.6.1 to 4.6.2 ([#6302](https://github.com/aws-powertools/powertools-lambda-python/issues/6302))
* **deps:** bump squidfunk/mkdocs-material from `047452c` to `479a06a` in /docs ([#6261](https://github.com/aws-powertools/powertools-lambda-python/issues/6261))
* **deps:** bump squidfunk/mkdocs-material from `479a06a` to `f226a2d` in /docs ([#6279](https://github.com/aws-powertools/powertools-lambda-python/issues/6279))
* **deps:** bump actions/download-artifact from 4.1.9 to 4.2.0 ([#6294](https://github.com/aws-powertools/powertools-lambda-python/issues/6294))
* **deps:** bump actions/download-artifact from 4.2.0 to 4.2.1 ([#6303](https://github.com/aws-powertools/powertools-lambda-python/issues/6303))
* **deps:** bump actions/setup-node from 4.2.0 to 4.3.0 ([#6278](https://github.com/aws-powertools/powertools-lambda-python/issues/6278))
* **deps-dev:** bump mkdocs-material from 9.6.7 to 9.6.8 ([#6264](https://github.com/aws-powertools/powertools-lambda-python/issues/6264))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.296 to 0.1.297 ([#6281](https://github.com/aws-powertools/powertools-lambda-python/issues/6281))
* **deps-dev:** bump boto3-stubs from 1.37.12 to 1.37.14 ([#6282](https://github.com/aws-powertools/powertools-lambda-python/issues/6282))
* **deps-dev:** bump aws-cdk from 2.1004.0 to 2.1005.0 ([#6301](https://github.com/aws-powertools/powertools-lambda-python/issues/6301))
* **deps-dev:** bump boto3-stubs from 1.37.15 to 1.37.16 ([#6305](https://github.com/aws-powertools/powertools-lambda-python/issues/6305))
* **deps-dev:** bump mkdocs-material from 9.6.8 to 9.6.9 ([#6285](https://github.com/aws-powertools/powertools-lambda-python/issues/6285))
* **deps-dev:** bump cfn-lint from 1.31.0 to 1.31.3 ([#6306](https://github.com/aws-powertools/powertools-lambda-python/issues/6306))
* **deps-dev:** bump ruff from 0.9.10 to 0.11.0 ([#6273](https://github.com/aws-powertools/powertools-lambda-python/issues/6273))
* **deps-dev:** bump sentry-sdk from 2.24.0 to 2.24.1 ([#6339](https://github.com/aws-powertools/powertools-lambda-python/issues/6339))
* **deps-dev:** bump aws-cdk-lib from 2.183.0 to 2.184.1 ([#6272](https://github.com/aws-powertools/powertools-lambda-python/issues/6272))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.183.0a0 to 2.184.1a0 ([#6271](https://github.com/aws-powertools/powertools-lambda-python/issues/6271))
* **deps-dev:** bump filelock from 3.17.0 to 3.18.0 ([#6270](https://github.com/aws-powertools/powertools-lambda-python/issues/6270))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.184.1a0 to 2.185.0a0 ([#6317](https://github.com/aws-powertools/powertools-lambda-python/issues/6317))
* **deps-dev:** bump boto3-stubs from 1.37.11 to 1.37.12 ([#6266](https://github.com/aws-powertools/powertools-lambda-python/issues/6266))
* **deps-dev:** bump cfn-lint from 1.31.3 to 1.32.0 ([#6316](https://github.com/aws-powertools/powertools-lambda-python/issues/6316))
* **deps-dev:** bump cfn-lint from 1.30.0 to 1.31.0 ([#6296](https://github.com/aws-powertools/powertools-lambda-python/issues/6296))
* **deps-dev:** bump cfn-lint from 1.29.1 to 1.30.0 ([#6263](https://github.com/aws-powertools/powertools-lambda-python/issues/6263))
* **deps-dev:** bump aws-cdk from 2.1003.0 to 2.1004.0 ([#6262](https://github.com/aws-powertools/powertools-lambda-python/issues/6262))
* **deps-dev:** bump boto3-stubs from 1.37.14 to 1.37.15 ([#6295](https://github.com/aws-powertools/powertools-lambda-python/issues/6295))
* **deps-dev:** bump boto3-stubs from 1.37.8 to 1.37.10 ([#6248](https://github.com/aws-powertools/powertools-lambda-python/issues/6248))
* **deps-dev:** bump mkdocstrings-python from 1.16.6 to 1.16.7 ([#6319](https://github.com/aws-powertools/powertools-lambda-python/issues/6319))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.182.0a0 to 2.183.0a0 ([#6258](https://github.com/aws-powertools/powertools-lambda-python/issues/6258))
* **deps-dev:** bump aws-cdk-lib from 2.182.0 to 2.183.0 ([#6257](https://github.com/aws-powertools/powertools-lambda-python/issues/6257))
* **deps-dev:** bump ruff from 0.11.0 to 0.11.1 ([#6320](https://github.com/aws-powertools/powertools-lambda-python/issues/6320))
* **deps-dev:** bump ruff from 0.11.1 to 0.11.2 ([#6326](https://github.com/aws-powertools/powertools-lambda-python/issues/6326))
* **deps-dev:** bump boto3-stubs from 1.37.10 to 1.37.11 ([#6252](https://github.com/aws-powertools/powertools-lambda-python/issues/6252))
* **deps-dev:** bump coverage from 7.7.0 to 7.7.1 ([#6328](https://github.com/aws-powertools/powertools-lambda-python/issues/6328))
* **deps-dev:** bump cfn-lint from 1.28.0 to 1.29.1 ([#6249](https://github.com/aws-powertools/powertools-lambda-python/issues/6249))
* **deps-dev:** bump boto3-stubs from 1.37.16 to 1.37.18 ([#6327](https://github.com/aws-powertools/powertools-lambda-python/issues/6327))
* **deps-dev:** bump sentry-sdk from 2.23.1 to 2.24.0 ([#6329](https://github.com/aws-powertools/powertools-lambda-python/issues/6329))
* **deps-dev:** bump boto3-stubs from 1.37.18 to 1.37.19 ([#6337](https://github.com/aws-powertools/powertools-lambda-python/issues/6337))
* **deps-dev:** bump mkdocstrings-python from 1.16.7 to 1.16.8 ([#6338](https://github.com/aws-powertools/powertools-lambda-python/issues/6338))
* **deps-dev:** bump ruff from 0.9.9 to 0.9.10 ([#6241](https://github.com/aws-powertools/powertools-lambda-python/issues/6241))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.295 to 0.1.296 ([#6240](https://github.com/aws-powertools/powertools-lambda-python/issues/6240))
* **deps-dev:** bump boto3-stubs from 1.37.7 to 1.37.8 ([#6239](https://github.com/aws-powertools/powertools-lambda-python/issues/6239))
* **deps-dev:** bump coverage from 7.6.12 to 7.7.0 ([#6284](https://github.com/aws-powertools/powertools-lambda-python/issues/6284))
* **documentation:** v2 end of support ([#6343](https://github.com/aws-powertools/powertools-lambda-python/issues/6343))
* **logger:** clear prev request buffers in manual mode ([#6314](https://github.com/aws-powertools/powertools-lambda-python/issues/6314))
<a name="v3.8.0"></a>
## [v3.8.0] - 2025-03-07
## Bug Fixes
* **event_handler:** revert regression when validating response ([#6234](https://github.com/aws-powertools/powertools-lambda-python/issues/6234))
## Code Refactoring
* **tracer:** fix capture_lambda_handler return type annotation ([#6197](https://github.com/aws-powertools/powertools-lambda-python/issues/6197))
## Documentation
* **layer:** Fix SSM parameter name for looking up layer ARN ([#6221](https://github.com/aws-powertools/powertools-lambda-python/issues/6221))
## Features
* **logger:** add logger buffer feature ([#6060](https://github.com/aws-powertools/powertools-lambda-python/issues/6060))
* **logger:** add new logic to sample debug logs ([#6142](https://github.com/aws-powertools/powertools-lambda-python/issues/6142))
## Maintenance
* version bump
* **ci:** new pre-release 3.7.1a2 ([#6186](https://github.com/aws-powertools/powertools-lambda-python/issues/6186))
* **ci:** new pre-release 3.7.1a0 ([#6166](https://github.com/aws-powertools/powertools-lambda-python/issues/6166))
* **ci:** new pre-release 3.7.1a6 ([#6229](https://github.com/aws-powertools/powertools-lambda-python/issues/6229))
* **ci:** new pre-release 3.7.1a7 ([#6233](https://github.com/aws-powertools/powertools-lambda-python/issues/6233))
* **ci:** new pre-release 3.7.1a1 ([#6178](https://github.com/aws-powertools/powertools-lambda-python/issues/6178))
* **ci:** enable SAR deployment ([#6104](https://github.com/aws-powertools/powertools-lambda-python/issues/6104))
* **ci:** new pre-release 3.7.1a5 ([#6219](https://github.com/aws-powertools/powertools-lambda-python/issues/6219))
* **ci:** new pre-release 3.7.1a3 ([#6201](https://github.com/aws-powertools/powertools-lambda-python/issues/6201))
* **ci:** new pre-release 3.7.1a4 ([#6211](https://github.com/aws-powertools/powertools-lambda-python/issues/6211))
* **deps:** bump docker/setup-qemu-action from 3.5.0 to 3.6.0 ([#6190](https://github.com/aws-powertools/powertools-lambda-python/issues/6190))
* **deps:** bump actions/download-artifact from 4.1.8 to 4.1.9 ([#6174](https://github.com/aws-powertools/powertools-lambda-python/issues/6174))
* **deps:** bump squidfunk/mkdocs-material from `2615302` to `047452c` in /docs ([#6210](https://github.com/aws-powertools/powertools-lambda-python/issues/6210))
* **deps:** bump docker/setup-qemu-action from 3.4.0 to 3.5.0 ([#6176](https://github.com/aws-powertools/powertools-lambda-python/issues/6176))
* **deps:** bump docker/setup-buildx-action from 3.9.0 to 3.10.0 ([#6175](https://github.com/aws-powertools/powertools-lambda-python/issues/6175))
* **deps:** bump datadog-lambda from 6.105.0 to 6.106.0 ([#6218](https://github.com/aws-powertools/powertools-lambda-python/issues/6218))
* **deps:** bump codecov/codecov-action from 5.3.1 to 5.4.0 ([#6180](https://github.com/aws-powertools/powertools-lambda-python/issues/6180))
* **deps:** bump pydantic-settings from 2.8.0 to 2.8.1 ([#6182](https://github.com/aws-powertools/powertools-lambda-python/issues/6182))
* **deps:** bump jinja2 from 3.1.5 to 3.1.6 in /docs ([#6223](https://github.com/aws-powertools/powertools-lambda-python/issues/6223))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.294 to 0.1.295 ([#6207](https://github.com/aws-powertools/powertools-lambda-python/issues/6207))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.293 to 0.1.294 ([#6193](https://github.com/aws-powertools/powertools-lambda-python/issues/6193))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.181.0a0 to 2.181.1a0 ([#6194](https://github.com/aws-powertools/powertools-lambda-python/issues/6194))
* **deps-dev:** bump ruff from 0.9.8 to 0.9.9 ([#6195](https://github.com/aws-powertools/powertools-lambda-python/issues/6195))
* **deps-dev:** bump aws-cdk-lib from 2.181.1 to 2.182.0 ([#6222](https://github.com/aws-powertools/powertools-lambda-python/issues/6222))
* **deps-dev:** bump testcontainers from 4.9.1 to 4.9.2 ([#6225](https://github.com/aws-powertools/powertools-lambda-python/issues/6225))
* **deps-dev:** bump cfn-lint from 1.26.1 to 1.27.0 ([#6192](https://github.com/aws-powertools/powertools-lambda-python/issues/6192))
* **deps-dev:** bump boto3-stubs from 1.37.2 to 1.37.3 ([#6181](https://github.com/aws-powertools/powertools-lambda-python/issues/6181))
* **deps-dev:** bump isort from 6.0.0 to 6.0.1 ([#6183](https://github.com/aws-powertools/powertools-lambda-python/issues/6183))
* **deps-dev:** bump boto3-stubs from 1.37.5 to 1.37.6 ([#6227](https://github.com/aws-powertools/powertools-lambda-python/issues/6227))
* **deps-dev:** bump ruff from 0.9.7 to 0.9.8 ([#6184](https://github.com/aws-powertools/powertools-lambda-python/issues/6184))
* **deps-dev:** bump boto3-stubs from 1.37.4 to 1.37.5 ([#6217](https://github.com/aws-powertools/powertools-lambda-python/issues/6217))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.181.1a0 to 2.182.0a0 ([#6226](https://github.com/aws-powertools/powertools-lambda-python/issues/6226))
* **deps-dev:** bump cfn-lint from 1.27.0 to 1.28.0 ([#6228](https://github.com/aws-powertools/powertools-lambda-python/issues/6228))
* **deps-dev:** bump pytest from 8.3.4 to 8.3.5 ([#6206](https://github.com/aws-powertools/powertools-lambda-python/issues/6206))
* **deps-dev:** bump boto3-stubs from 1.37.0 to 1.37.1 ([#6170](https://github.com/aws-powertools/powertools-lambda-python/issues/6170))
* **deps-dev:** bump boto3-stubs from 1.37.3 to 1.37.4 ([#6205](https://github.com/aws-powertools/powertools-lambda-python/issues/6205))
* **deps-dev:** bump mkdocs-material from 9.6.5 to 9.6.7 ([#6208](https://github.com/aws-powertools/powertools-lambda-python/issues/6208))
* **deps-dev:** bump aws-cdk from 2.1000.3 to 2.1001.0 ([#6173](https://github.com/aws-powertools/powertools-lambda-python/issues/6173))
* **deps-dev:** bump cfn-lint from 1.26.0 to 1.26.1 ([#6169](https://github.com/aws-powertools/powertools-lambda-python/issues/6169))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.180.0a0 to 2.181.0a0 ([#6172](https://github.com/aws-powertools/powertools-lambda-python/issues/6172))
* **deps-dev:** bump jinja2 from 3.1.5 to 3.1.6 ([#6224](https://github.com/aws-powertools/powertools-lambda-python/issues/6224))
* **deps-dev:** bump aws-cdk from 2.1002.0 to 2.1003.0 ([#6232](https://github.com/aws-powertools/powertools-lambda-python/issues/6232))
* **deps-dev:** bump cfn-lint from 1.25.1 to 1.26.0 ([#6164](https://github.com/aws-powertools/powertools-lambda-python/issues/6164))
* **deps-dev:** bump boto3-stubs from 1.36.26 to 1.37.0 ([#6165](https://github.com/aws-powertools/powertools-lambda-python/issues/6165))
* **deps-dev:** bump mypy-boto3-appconfigdata from 1.36.0 to 1.37.0 in the boto-typing group ([#6163](https://github.com/aws-powertools/powertools-lambda-python/issues/6163))
* **deps-dev:** bump aws-cdk from 2.1000.2 to 2.1000.3 ([#6162](https://github.com/aws-powertools/powertools-lambda-python/issues/6162))
* **deps-dev:** bump boto3-stubs from 1.37.6 to 1.37.7 ([#6231](https://github.com/aws-powertools/powertools-lambda-python/issues/6231))
* **deps-dev:** bump aws-cdk from 2.1001.0 to 2.1002.0 ([#6209](https://github.com/aws-powertools/powertools-lambda-python/issues/6209))
<a name="v3.7.0"></a>
## [v3.7.0] - 2025-02-25
## Bug Fixes
* **logger:** correctly pick powertools or custom handler in custom environments ([#6083](https://github.com/aws-powertools/powertools-lambda-python/issues/6083))
* **openapi:** validate response serialization when falsy ([#6119](https://github.com/aws-powertools/powertools-lambda-python/issues/6119))
* **parser:** fix data types for `sourceIPAddress` and `sequencer` fields in S3RecordModel Model ([#6154](https://github.com/aws-powertools/powertools-lambda-python/issues/6154))
* **parser:** fix EventBridgeModel when working with scheduled events ([#6134](https://github.com/aws-powertools/powertools-lambda-python/issues/6134))
* **security:** fix encryption_context handling in data masking operations ([#6074](https://github.com/aws-powertools/powertools-lambda-python/issues/6074))
## Documentation
* **roadmap:** update roadmap ([#6077](https://github.com/aws-powertools/powertools-lambda-python/issues/6077))
## Features
* **batch:** raise exception for invalid batch event ([#6088](https://github.com/aws-powertools/powertools-lambda-python/issues/6088))
* **event_handler:** add support for defining OpenAPI examples in parameters ([#6086](https://github.com/aws-powertools/powertools-lambda-python/issues/6086))
* **layers:** add new comercial region ap-southeast-7 and mx-central-1 ([#6109](https://github.com/aws-powertools/powertools-lambda-python/issues/6109))
* **parser:** Event source dataclasses for IoT Core Registry Events ([#6123](https://github.com/aws-powertools/powertools-lambda-python/issues/6123))
* **parser:** Add IoT registry events models ([#5892](https://github.com/aws-powertools/powertools-lambda-python/issues/5892))
## Maintenance
* version bump
* **ci:** new pre-release 3.6.1a9 ([#6157](https://github.com/aws-powertools/powertools-lambda-python/issues/6157))
* **ci:** new pre-release 3.6.1a8 ([#6152](https://github.com/aws-powertools/powertools-lambda-python/issues/6152))
* **ci:** new pre-release 3.6.1a4 ([#6120](https://github.com/aws-powertools/powertools-lambda-python/issues/6120))
* **ci:** new pre-release 3.6.1a3 ([#6107](https://github.com/aws-powertools/powertools-lambda-python/issues/6107))
* **ci:** new pre-release 3.6.1a0 ([#6084](https://github.com/aws-powertools/powertools-lambda-python/issues/6084))
* **ci:** new pre-release 3.6.1a5 ([#6124](https://github.com/aws-powertools/powertools-lambda-python/issues/6124))
* **ci:** new pre-release 3.6.1a7 ([#6139](https://github.com/aws-powertools/powertools-lambda-python/issues/6139))
* **ci:** new pre-release 3.6.1a1 ([#6090](https://github.com/aws-powertools/powertools-lambda-python/issues/6090))
* **ci:** new pre-release 3.6.1a6 ([#6132](https://github.com/aws-powertools/powertools-lambda-python/issues/6132))
* **ci:** new pre-release 3.6.1a2 ([#6098](https://github.com/aws-powertools/powertools-lambda-python/issues/6098))
* **ci:** remove python3.8 runtime when bootstrapping a new region ([#6101](https://github.com/aws-powertools/powertools-lambda-python/issues/6101))
* **deps:** bump squidfunk/mkdocs-material from `f5bcec4` to `2615302` in /docs ([#6135](https://github.com/aws-powertools/powertools-lambda-python/issues/6135))
* **deps:** bump squidfunk/mkdocs-material from `c62453b` to `f5bcec4` in /docs ([#6087](https://github.com/aws-powertools/powertools-lambda-python/issues/6087))
* **deps:** bump actions/upload-artifact from 4.6.0 to 4.6.1 ([#6144](https://github.com/aws-powertools/powertools-lambda-python/issues/6144))
* **deps:** bump aws-actions/configure-aws-credentials from 4.0.3 to 4.1.0 ([#6082](https://github.com/aws-powertools/powertools-lambda-python/issues/6082))
* **deps:** bump pydantic-settings from 2.7.1 to 2.8.0 ([#6147](https://github.com/aws-powertools/powertools-lambda-python/issues/6147))
* **deps:** bump ossf/scorecard-action from 2.4.0 to 2.4.1 ([#6143](https://github.com/aws-powertools/powertools-lambda-python/issues/6143))
* **deps:** bump slsa-framework/slsa-github-generator from 2.0.0 to 2.1.0 ([#6155](https://github.com/aws-powertools/powertools-lambda-python/issues/6155))
* **deps:** bump zgosalvez/github-actions-ensure-sha-pinned-actions from 3.0.21 to 3.0.22 ([#6113](https://github.com/aws-powertools/powertools-lambda-python/issues/6113))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.292 to 0.1.293 ([#6129](https://github.com/aws-powertools/powertools-lambda-python/issues/6129))
* **deps-dev:** bump sentry-sdk from 2.21.0 to 2.22.0 ([#6114](https://github.com/aws-powertools/powertools-lambda-python/issues/6114))
* **deps-dev:** bump bandit from 1.8.2 to 1.8.3 ([#6117](https://github.com/aws-powertools/powertools-lambda-python/issues/6117))
* **deps-dev:** bump mkdocstrings-python from 1.15.0 to 1.16.0 ([#6118](https://github.com/aws-powertools/powertools-lambda-python/issues/6118))
* **deps-dev:** bump boto3-stubs from 1.36.19 to 1.36.22 ([#6116](https://github.com/aws-powertools/powertools-lambda-python/issues/6116))
* **deps-dev:** bump cfn-lint from 1.24.0 to 1.25.1 ([#6115](https://github.com/aws-powertools/powertools-lambda-python/issues/6115))
* **deps-dev:** bump mkdocstrings-python from 1.16.0 to 1.16.1 ([#6128](https://github.com/aws-powertools/powertools-lambda-python/issues/6128))
* **deps-dev:** bump boto3-stubs from 1.36.22 to 1.36.24 ([#6131](https://github.com/aws-powertools/powertools-lambda-python/issues/6131))
* **deps-dev:** bump aws-cdk from 2.178.2 to 2.1000.2 ([#6126](https://github.com/aws-powertools/powertools-lambda-python/issues/6126))
* **deps-dev:** bump sentry-sdk from 2.20.0 to 2.21.0 ([#6096](https://github.com/aws-powertools/powertools-lambda-python/issues/6096))
* **deps-dev:** bump mkdocs-material from 9.6.3 to 9.6.4 ([#6097](https://github.com/aws-powertools/powertools-lambda-python/issues/6097))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.178.2a0 to 2.179.0a0 ([#6127](https://github.com/aws-powertools/powertools-lambda-python/issues/6127))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.178.1a0 to 2.178.2a0 ([#6095](https://github.com/aws-powertools/powertools-lambda-python/issues/6095))
* **deps-dev:** bump boto3-stubs from 1.36.17 to 1.36.19 ([#6093](https://github.com/aws-powertools/powertools-lambda-python/issues/6093))
* **deps-dev:** bump aws-cdk-lib from 2.178.2 to 2.179.0 ([#6130](https://github.com/aws-powertools/powertools-lambda-python/issues/6130))
* **deps-dev:** bump ruff from 0.9.6 to 0.9.7 ([#6138](https://github.com/aws-powertools/powertools-lambda-python/issues/6138))
* **deps-dev:** bump aws-cdk from 2.178.1 to 2.178.2 ([#6089](https://github.com/aws-powertools/powertools-lambda-python/issues/6089))
* **deps-dev:** bump mkdocs-material from 9.6.4 to 9.6.5 ([#6136](https://github.com/aws-powertools/powertools-lambda-python/issues/6136))
* **deps-dev:** bump boto3-stubs from 1.36.24 to 1.36.25 ([#6137](https://github.com/aws-powertools/powertools-lambda-python/issues/6137))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.179.0a0 to 2.180.0a0 ([#6145](https://github.com/aws-powertools/powertools-lambda-python/issues/6145))
* **deps-dev:** bump aws-cdk-lib from 2.179.0 to 2.180.0 ([#6148](https://github.com/aws-powertools/powertools-lambda-python/issues/6148))
* **deps-dev:** bump coverage from 7.6.11 to 7.6.12 ([#6080](https://github.com/aws-powertools/powertools-lambda-python/issues/6080))
* **deps-dev:** bump mkdocstrings-python from 1.14.6 to 1.15.0 ([#6079](https://github.com/aws-powertools/powertools-lambda-python/issues/6079))
* **deps-dev:** bump boto3-stubs from 1.36.16 to 1.36.17 ([#6078](https://github.com/aws-powertools/powertools-lambda-python/issues/6078))
* **deps-dev:** bump boto3-stubs from 1.36.25 to 1.36.26 ([#6146](https://github.com/aws-powertools/powertools-lambda-python/issues/6146))
* **docs:** enable sitemap generation ([#6103](https://github.com/aws-powertools/powertools-lambda-python/issues/6103))
<a name="v3.6.0"></a>
## [v3.6.0] - 2025-02-11
## Bug Fixes
* **docs:** typo in a service name in Event Handler ([#5944](https://github.com/aws-powertools/powertools-lambda-python/issues/5944))
* **logger:** child logger must respect log level ([#5950](https://github.com/aws-powertools/powertools-lambda-python/issues/5950))
## Code Refactoring
* **metrics:** Improve type annotations for metrics decorator ([#6000](https://github.com/aws-powertools/powertools-lambda-python/issues/6000))
## Documentation
* **api:** migrating the event handler utility to mkdocstrings ([#6023](https://github.com/aws-powertools/powertools-lambda-python/issues/6023))
* **api:** migrating the metrics utility to mkdocstrings ([#6022](https://github.com/aws-powertools/powertools-lambda-python/issues/6022))
* **api:** migrating the logger utility to mkdocstrings ([#6021](https://github.com/aws-powertools/powertools-lambda-python/issues/6021))
* **api:** migrating the Middleware Factory utility to mkdocstrings ([#6019](https://github.com/aws-powertools/powertools-lambda-python/issues/6019))
* **api:** migrating the tracer utility to mkdocstrings ([#6017](https://github.com/aws-powertools/powertools-lambda-python/issues/6017))
* **api:** migrating the batch utility to mkdocstrings ([#6016](https://github.com/aws-powertools/powertools-lambda-python/issues/6016))
* **api:** migrating the event source data classes utility to mkdocstrings ([#6015](https://github.com/aws-powertools/powertools-lambda-python/issues/6015))
* **api:** migrating the data masking utility to mkdocstrings ([#6013](https://github.com/aws-powertools/powertools-lambda-python/issues/6013))
* **api:** migrating the AppConfig utility to mkdocstrings ([#6008](https://github.com/aws-powertools/powertools-lambda-python/issues/6008))
* **api:** migrating the idempotency utility to mkdocstrings ([#6007](https://github.com/aws-powertools/powertools-lambda-python/issues/6007))
* **api:** migrating the jmespath utility to mkdocstrings ([#6006](https://github.com/aws-powertools/powertools-lambda-python/issues/6006))
* **api:** migrating the parameters utility to mkdocstrings ([#6005](https://github.com/aws-powertools/powertools-lambda-python/issues/6005))
* **api:** migrating the parser utility to mkdocstrings ([#6004](https://github.com/aws-powertools/powertools-lambda-python/issues/6004))
* **api:** migrating the streaming utility to mkdocstrings ([#6003](https://github.com/aws-powertools/powertools-lambda-python/issues/6003))
* **api:** migrating the typing utility to mkdocstrings ([#5996](https://github.com/aws-powertools/powertools-lambda-python/issues/5996))
* **api:** migrating the validation utility to mkdocstrings ([#5972](https://github.com/aws-powertools/powertools-lambda-python/issues/5972))
* **layer:** update layer version number - v3.5.0 ([#5952](https://github.com/aws-powertools/powertools-lambda-python/issues/5952))
## Features
* **data-masking:** add custom mask functionalities ([#5837](https://github.com/aws-powertools/powertools-lambda-python/issues/5837))
* **event_source:** add class APIGatewayAuthorizerResponseWebSocket ([#6058](https://github.com/aws-powertools/powertools-lambda-python/issues/6058))
* **logger:** add clear_state method ([#5956](https://github.com/aws-powertools/powertools-lambda-python/issues/5956))
* **metrics:** disable metrics flush via environment variables ([#6046](https://github.com/aws-powertools/powertools-lambda-python/issues/6046))
* **openapi:** enhance support for tuple return type validation ([#5997](https://github.com/aws-powertools/powertools-lambda-python/issues/5997))
## Maintenance
* version bump
* **ci:** new pre-release 3.5.1a9 ([#6069](https://github.com/aws-powertools/powertools-lambda-python/issues/6069))
* **ci:** new pre-release 3.5.1a0 ([#5945](https://github.com/aws-powertools/powertools-lambda-python/issues/5945))
* **ci:** new pre-release 3.5.1a1 ([#5954](https://github.com/aws-powertools/powertools-lambda-python/issues/5954))
* **ci:** new pre-release 3.5.1a8 ([#6061](https://github.com/aws-powertools/powertools-lambda-python/issues/6061))
* **ci:** install & configure mkdocstrings plugin ([#5959](https://github.com/aws-powertools/powertools-lambda-python/issues/5959))
* **ci:** new pre-release 3.5.1a2 ([#5970](https://github.com/aws-powertools/powertools-lambda-python/issues/5970))
* **ci:** new pre-release 3.5.1a3 ([#5998](https://github.com/aws-powertools/powertools-lambda-python/issues/5998))
* **ci:** new pre-release 3.5.1a7 ([#6044](https://github.com/aws-powertools/powertools-lambda-python/issues/6044))
* **ci:** new pre-release 3.5.1a4 ([#6018](https://github.com/aws-powertools/powertools-lambda-python/issues/6018))
* **ci:** remove pdoc3 library ([#6024](https://github.com/aws-powertools/powertools-lambda-python/issues/6024))
* **ci:** new pre-release 3.5.1a5 ([#6026](https://github.com/aws-powertools/powertools-lambda-python/issues/6026))
* **ci:** add new script to bump Lambda layer version ([#6001](https://github.com/aws-powertools/powertools-lambda-python/issues/6001))
* **ci:** new pre-release 3.5.1a6 ([#6033](https://github.com/aws-powertools/powertools-lambda-python/issues/6033))
* **deps:** bump squidfunk/mkdocs-material from `471695f` to `7e841df` in /docs ([#6012](https://github.com/aws-powertools/powertools-lambda-python/issues/6012))
* **deps:** bump zgosalvez/github-actions-ensure-sha-pinned-actions from 3.0.20 to 3.0.21 ([#6064](https://github.com/aws-powertools/powertools-lambda-python/issues/6064))
* **deps:** bump actions/setup-python from 5.3.0 to 5.4.0 ([#5960](https://github.com/aws-powertools/powertools-lambda-python/issues/5960))
* **deps:** bump docker/setup-qemu-action from 3.2.0 to 3.3.0 ([#5961](https://github.com/aws-powertools/powertools-lambda-python/issues/5961))
* **deps:** bump codecov/codecov-action from 5.1.2 to 5.3.1 ([#5964](https://github.com/aws-powertools/powertools-lambda-python/issues/5964))
* **deps:** bump squidfunk/mkdocs-material from `7e841df` to `c62453b` in /docs ([#6052](https://github.com/aws-powertools/powertools-lambda-python/issues/6052))
* **deps:** bump actions/setup-node from 4.1.0 to 4.2.0 ([#5963](https://github.com/aws-powertools/powertools-lambda-python/issues/5963))
* **deps:** bump actions/upload-artifact from 4.5.0 to 4.6.0 ([#5962](https://github.com/aws-powertools/powertools-lambda-python/issues/5962))
* **deps:** bump release-drafter/release-drafter from 6.0.0 to 6.1.0 ([#5976](https://github.com/aws-powertools/powertools-lambda-python/issues/5976))
* **deps:** bump zgosalvez/github-actions-ensure-sha-pinned-actions from 3.0.18 to 3.0.20 ([#5977](https://github.com/aws-powertools/powertools-lambda-python/issues/5977))
* **deps:** bump pypa/gh-action-pypi-publish from 1.12.3 to 1.12.4 ([#5980](https://github.com/aws-powertools/powertools-lambda-python/issues/5980))
* **deps:** bump docker/setup-buildx-action from 3.8.0 to 3.9.0 ([#6042](https://github.com/aws-powertools/powertools-lambda-python/issues/6042))
* **deps:** bump docker/setup-qemu-action from 3.3.0 to 3.4.0 ([#6043](https://github.com/aws-powertools/powertools-lambda-python/issues/6043))
* **deps:** bump aws-actions/configure-aws-credentials from 4.0.2 to 4.0.3 ([#5975](https://github.com/aws-powertools/powertools-lambda-python/issues/5975))
* **deps:** bump squidfunk/mkdocs-material from `41942f7` to `471695f` in /docs ([#5979](https://github.com/aws-powertools/powertools-lambda-python/issues/5979))
* **deps:** bump actions/setup-go from 5.2.0 to 5.3.0 ([#5978](https://github.com/aws-powertools/powertools-lambda-python/issues/5978))
* **deps-dev:** bump aws-cdk from 2.178.0 to 2.178.1 ([#6053](https://github.com/aws-powertools/powertools-lambda-python/issues/6053))
* **deps-dev:** bump mkdocstrings-python from 1.13.0 to 1.14.2 ([#6011](https://github.com/aws-powertools/powertools-lambda-python/issues/6011))
* **deps-dev:** bump mkdocs-material from 9.6.1 to 9.6.2 ([#6009](https://github.com/aws-powertools/powertools-lambda-python/issues/6009))
* **deps-dev:** bump aws-cdk-lib from 2.178.0 to 2.178.1 ([#6047](https://github.com/aws-powertools/powertools-lambda-python/issues/6047))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.178.0a0 to 2.178.1a0 ([#6048](https://github.com/aws-powertools/powertools-lambda-python/issues/6048))
* **deps-dev:** bump boto3-stubs from 1.36.14 to 1.36.15 ([#6049](https://github.com/aws-powertools/powertools-lambda-python/issues/6049))
* **deps-dev:** bump boto3-stubs from 1.36.10 to 1.36.11 ([#6010](https://github.com/aws-powertools/powertools-lambda-python/issues/6010))
* **deps-dev:** bump boto3-stubs from 1.36.10 to 1.36.12 ([#6014](https://github.com/aws-powertools/powertools-lambda-python/issues/6014))
* **deps-dev:** bump ruff from 0.9.5 to 0.9.6 ([#6066](https://github.com/aws-powertools/powertools-lambda-python/issues/6066))
* **deps-dev:** bump mkdocstrings-python from 1.14.2 to 1.14.4 ([#6025](https://github.com/aws-powertools/powertools-lambda-python/issues/6025))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.177.0a0 to 2.178.0a0 ([#6041](https://github.com/aws-powertools/powertools-lambda-python/issues/6041))
* **deps-dev:** bump mkdocs-material from 9.5.50 to 9.6.1 ([#5966](https://github.com/aws-powertools/powertools-lambda-python/issues/5966))
* **deps-dev:** bump black from 24.10.0 to 25.1.0 ([#5968](https://github.com/aws-powertools/powertools-lambda-python/issues/5968))
* **deps-dev:** bump ruff from 0.9.3 to 0.9.4 ([#5969](https://github.com/aws-powertools/powertools-lambda-python/issues/5969))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.291 to 0.1.292 ([#6051](https://github.com/aws-powertools/powertools-lambda-python/issues/6051))
* **deps-dev:** bump cfn-lint from 1.22.7 to 1.23.1 ([#5967](https://github.com/aws-powertools/powertools-lambda-python/issues/5967))
* **deps-dev:** bump mkdocstrings-python from 1.14.5 to 1.14.6 ([#6050](https://github.com/aws-powertools/powertools-lambda-python/issues/6050))
* **deps-dev:** bump isort from 5.13.2 to 6.0.0 ([#5965](https://github.com/aws-powertools/powertools-lambda-python/issues/5965))
* **deps-dev:** bump ruff from 0.9.4 to 0.9.5 ([#6039](https://github.com/aws-powertools/powertools-lambda-python/issues/6039))
* **deps-dev:** bump aws-cdk-lib from 2.177.0 to 2.178.0 ([#6038](https://github.com/aws-powertools/powertools-lambda-python/issues/6038))
* **deps-dev:** bump mypy from 1.14.1 to 1.15.0 ([#6028](https://github.com/aws-powertools/powertools-lambda-python/issues/6028))
* **deps-dev:** bump mkdocstrings-python from 1.14.4 to 1.14.5 ([#6032](https://github.com/aws-powertools/powertools-lambda-python/issues/6032))
* **deps-dev:** bump cfn-lint from 1.23.1 to 1.24.0 ([#6030](https://github.com/aws-powertools/powertools-lambda-python/issues/6030))
* **deps-dev:** bump boto3-stubs from 1.36.14 to 1.36.16 ([#6057](https://github.com/aws-powertools/powertools-lambda-python/issues/6057))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.290 to 0.1.291 ([#6031](https://github.com/aws-powertools/powertools-lambda-python/issues/6031))
* **deps-dev:** bump boto3-stubs from 1.36.12 to 1.36.14 ([#6029](https://github.com/aws-powertools/powertools-lambda-python/issues/6029))
* **deps-dev:** bump mkdocs-material from 9.6.2 to 9.6.3 ([#6065](https://github.com/aws-powertools/powertools-lambda-python/issues/6065))
* **deps-dev:** bump coverage from 7.6.10 to 7.6.11 ([#6067](https://github.com/aws-powertools/powertools-lambda-python/issues/6067))
* **deps-dev:** bump aws-cdk from 2.177.0 to 2.178.0 ([#6040](https://github.com/aws-powertools/powertools-lambda-python/issues/6040))
* **docs:** enable privacy plugin in docs ([#6036](https://github.com/aws-powertools/powertools-lambda-python/issues/6036))
<a name="v3.5.0"></a>
## [v3.5.0] - 2025-01-28
## Bug Fixes
* **event_handler:** fixes typo in variable name `fronzen_openapi_extensions` ([#5929](https://github.com/aws-powertools/powertools-lambda-python/issues/5929))
* **event_handler:** add tests for PEP 563 compatibility with OpenAPI ([#5886](https://github.com/aws-powertools/powertools-lambda-python/issues/5886))
* **event_handler:** fix forward references resolution in OpenAPI ([#5885](https://github.com/aws-powertools/powertools-lambda-python/issues/5885))
* **parser:** make identitySource optional for ApiGatewayAuthorizerRequestV2 model ([#5880](https://github.com/aws-powertools/powertools-lambda-python/issues/5880))
## Documentation
* **data_classes:** improve Event Source Data Classes documentation ([#5916](https://github.com/aws-powertools/powertools-lambda-python/issues/5916))
* **event_handler:** demonstrate handling optional security routes ([#5895](https://github.com/aws-powertools/powertools-lambda-python/issues/5895))
* **layer:** update layer version number - v3.4.1 ([#5869](https://github.com/aws-powertools/powertools-lambda-python/issues/5869))
* **parser:** improve documentation with Pydantic best practices ([#5925](https://github.com/aws-powertools/powertools-lambda-python/issues/5925))
## Features
* **event_source:** add AWS Transfer Family classes ([#5912](https://github.com/aws-powertools/powertools-lambda-python/issues/5912))
* **idempotency:** add support for custom Idempotency key prefix ([#5898](https://github.com/aws-powertools/powertools-lambda-python/issues/5898))
* **logger:** add context manager for logger keys ([#5883](https://github.com/aws-powertools/powertools-lambda-python/issues/5883))
* **parser:** add AWS Transfer Family model ([#5906](https://github.com/aws-powertools/powertools-lambda-python/issues/5906))
## Maintenance
* version bump
* **ci:** adding poetry export plugin to support v2 ([#5941](https://github.com/aws-powertools/powertools-lambda-python/issues/5941))
* **ci:** adding poetry export plugin to support v2 ([#5938](https://github.com/aws-powertools/powertools-lambda-python/issues/5938))
* **ci:** adjust token permission ([#5867](https://github.com/aws-powertools/powertools-lambda-python/issues/5867))
* **ci:** new pre-release 3.4.2a0 ([#5873](https://github.com/aws-powertools/powertools-lambda-python/issues/5873))
* **ci:** make `pyproject.toml` fully compatible with Poetryv2 ([#5902](https://github.com/aws-powertools/powertools-lambda-python/issues/5902))
* **ci:** drop support for Python 3.8 ([#5896](https://github.com/aws-powertools/powertools-lambda-python/issues/5896))
* **ci:** update poetry version to v2 ([#5936](https://github.com/aws-powertools/powertools-lambda-python/issues/5936))
* **ci:** fix permissions for gh pages ([#5866](https://github.com/aws-powertools/powertools-lambda-python/issues/5866))
* **deps:** bump pydantic from 2.10.5 to 2.10.6 ([#5918](https://github.com/aws-powertools/powertools-lambda-python/issues/5918))
* **deps:** bump squidfunk/mkdocs-material from `ba73db5` to `41942f7` in /docs ([#5890](https://github.com/aws-powertools/powertools-lambda-python/issues/5890))
* **deps-dev:** bump boto3-stubs from 1.36.4 to 1.36.5 ([#5919](https://github.com/aws-powertools/powertools-lambda-python/issues/5919))
* **deps-dev:** bump boto3-stubs from 1.36.4 to 1.36.6 ([#5923](https://github.com/aws-powertools/powertools-lambda-python/issues/5923))
* **deps-dev:** bump cfn-lint from 1.22.6 to 1.22.7 ([#5910](https://github.com/aws-powertools/powertools-lambda-python/issues/5910))
* **deps-dev:** bump testcontainers from 3.7.1 to 4.9.1 ([#5907](https://github.com/aws-powertools/powertools-lambda-python/issues/5907))
* **deps-dev:** bump pytest-benchmark from 4.0.0 to 5.1.0 ([#5909](https://github.com/aws-powertools/powertools-lambda-python/issues/5909))
* **deps-dev:** bump aws-cdk from 2.176.0 to 2.177.0 ([#5930](https://github.com/aws-powertools/powertools-lambda-python/issues/5930))
* **deps-dev:** bump pytest-cov from 5.0.0 to 6.0.0 ([#5908](https://github.com/aws-powertools/powertools-lambda-python/issues/5908))
* **deps-dev:** bump aws-cdk-lib from 2.176.0 to 2.177.0 ([#5931](https://github.com/aws-powertools/powertools-lambda-python/issues/5931))
* **deps-dev:** bump cfn-lint from 1.22.5 to 1.22.6 ([#5900](https://github.com/aws-powertools/powertools-lambda-python/issues/5900))
* **deps-dev:** bump boto3-stubs from 1.36.6 to 1.36.7 ([#5932](https://github.com/aws-powertools/powertools-lambda-python/issues/5932))
* **deps-dev:** bump boto3-stubs from 1.36.2 to 1.36.3 ([#5894](https://github.com/aws-powertools/powertools-lambda-python/issues/5894))
* **deps-dev:** bump pytest-asyncio from 0.24.0 to 0.25.2 ([#5920](https://github.com/aws-powertools/powertools-lambda-python/issues/5920))
* **deps-dev:** bump mkdocs-material from 9.5.49 to 9.5.50 ([#5889](https://github.com/aws-powertools/powertools-lambda-python/issues/5889))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.175.1a0 to 2.176.0a0 ([#5882](https://github.com/aws-powertools/powertools-lambda-python/issues/5882))
* **deps-dev:** bump boto3-stubs from 1.36.1 to 1.36.2 ([#5881](https://github.com/aws-powertools/powertools-lambda-python/issues/5881))
* **deps-dev:** bump aws-cdk from 2.175.1 to 2.176.0 ([#5878](https://github.com/aws-powertools/powertools-lambda-python/issues/5878))
* **deps-dev:** bump ruff from 0.9.1 to 0.9.2 ([#5877](https://github.com/aws-powertools/powertools-lambda-python/issues/5877))
* **deps-dev:** bump aws-cdk-lib from 2.175.1 to 2.176.0 ([#5876](https://github.com/aws-powertools/powertools-lambda-python/issues/5876))
* **deps-dev:** bump mypy-boto3-appconfigdata from 1.35.93 to 1.36.0 in the boto-typing group ([#5875](https://github.com/aws-powertools/powertools-lambda-python/issues/5875))
* **deps-dev:** bump sentry-sdk from 2.19.2 to 2.20.0 ([#5870](https://github.com/aws-powertools/powertools-lambda-python/issues/5870))
* **deps-dev:** bump boto3-stubs from 1.35.97 to 1.35.99 ([#5874](https://github.com/aws-powertools/powertools-lambda-python/issues/5874))
* **deps-dev:** bump cfn-lint from 1.22.4 to 1.22.5 ([#5872](https://github.com/aws-powertools/powertools-lambda-python/issues/5872))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.176.0a0 to 2.177.0a0 ([#5933](https://github.com/aws-powertools/powertools-lambda-python/issues/5933))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.289 to 0.1.290 ([#5917](https://github.com/aws-powertools/powertools-lambda-python/issues/5917))
* **deps-dev:** bump ruff from 0.9.2 to 0.9.3 ([#5911](https://github.com/aws-powertools/powertools-lambda-python/issues/5911))
<a name="v3.4.1"></a>
## [v3.4.1] - 2025-01-14
## Bug Fixes
* **appsync:** enhance consistency for custom resolver field naming in AppSync ([#5801](https://github.com/aws-powertools/powertools-lambda-python/issues/5801))
* **idempotency:** add support for Optional type when serializing output ([#5590](https://github.com/aws-powertools/powertools-lambda-python/issues/5590))
## Documentation
* **community:** data masking blog post ([#5831](https://github.com/aws-powertools/powertools-lambda-python/issues/5831))
* **home:** fix date typo and shorten message. ([#5798](https://github.com/aws-powertools/powertools-lambda-python/issues/5798))
* **layer:** update layer version number - v3.4.0 ([#5785](https://github.com/aws-powertools/powertools-lambda-python/issues/5785))
## Maintenance
* version bump
* **ci:** new pre-release 3.4.1a7 ([#5816](https://github.com/aws-powertools/powertools-lambda-python/issues/5816))
* **ci:** new pre-release 3.4.1a0 ([#5783](https://github.com/aws-powertools/powertools-lambda-python/issues/5783))
* **ci:** change token permissions ([#5862](https://github.com/aws-powertools/powertools-lambda-python/issues/5862))
* **ci:** change token permissions / update aws-credentials action ([#5861](https://github.com/aws-powertools/powertools-lambda-python/issues/5861))
* **ci:** fix dependency resolution ([#5859](https://github.com/aws-powertools/powertools-lambda-python/issues/5859))
* **ci:** fix dependency resolution ([#5858](https://github.com/aws-powertools/powertools-lambda-python/issues/5858))
* **ci:** change token permissions ([#5865](https://github.com/aws-powertools/powertools-lambda-python/issues/5865))
* **ci:** new pre-release 3.4.1a1 ([#5789](https://github.com/aws-powertools/powertools-lambda-python/issues/5789))
* **ci:** new pre-release 3.4.1a2 ([#5791](https://github.com/aws-powertools/powertools-lambda-python/issues/5791))
* **ci:** new pre-release 3.4.1a3 ([#5794](https://github.com/aws-powertools/powertools-lambda-python/issues/5794))
* **ci:** new pre-release 3.4.1a10 ([#5845](https://github.com/aws-powertools/powertools-lambda-python/issues/5845))
* **ci:** new pre-release 3.4.1a4 ([#5796](https://github.com/aws-powertools/powertools-lambda-python/issues/5796))
* **ci:** new pre-release 3.4.1a5 ([#5807](https://github.com/aws-powertools/powertools-lambda-python/issues/5807))
* **ci:** new pre-release 3.4.1a8 ([#5818](https://github.com/aws-powertools/powertools-lambda-python/issues/5818))
* **ci:** new pre-release 3.4.1a6 ([#5813](https://github.com/aws-powertools/powertools-lambda-python/issues/5813))
* **ci:** new pre-release 3.4.1a9 ([#5822](https://github.com/aws-powertools/powertools-lambda-python/issues/5822))
* **deps:** bump pydantic from 2.10.4 to 2.10.5 ([#5848](https://github.com/aws-powertools/powertools-lambda-python/issues/5848))
* **deps:** bump jinja2 from 3.1.4 to 3.1.5 in /docs ([#5787](https://github.com/aws-powertools/powertools-lambda-python/issues/5787))
* **deps:** bump pydantic-settings from 2.7.0 to 2.7.1 ([#5815](https://github.com/aws-powertools/powertools-lambda-python/issues/5815))
* **deps-dev:** bump ruff from 0.8.4 to 0.8.6 ([#5833](https://github.com/aws-powertools/powertools-lambda-python/issues/5833))
* **deps-dev:** bump boto3-stubs from 1.35.90 to 1.35.92 ([#5827](https://github.com/aws-powertools/powertools-lambda-python/issues/5827))
* **deps-dev:** bump aws-cdk from 2.173.4 to 2.174.0 ([#5832](https://github.com/aws-powertools/powertools-lambda-python/issues/5832))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.173.2a0 to 2.173.4a0 ([#5811](https://github.com/aws-powertools/powertools-lambda-python/issues/5811))
* **deps-dev:** bump cfn-lint from 1.22.2 to 1.22.3 ([#5810](https://github.com/aws-powertools/powertools-lambda-python/issues/5810))
* **deps-dev:** bump boto3-stubs from 1.35.89 to 1.35.90 ([#5809](https://github.com/aws-powertools/powertools-lambda-python/issues/5809))
* **deps-dev:** bump mypy from 1.14.0 to 1.14.1 ([#5812](https://github.com/aws-powertools/powertools-lambda-python/issues/5812))
* **deps-dev:** bump boto3-stubs from 1.35.92 to 1.35.93 ([#5835](https://github.com/aws-powertools/powertools-lambda-python/issues/5835))
* **deps-dev:** bump aws-cdk-lib from 2.173.4 to 2.174.1 ([#5838](https://github.com/aws-powertools/powertools-lambda-python/issues/5838))
* **deps-dev:** bump mypy-boto3-appconfigdata from 1.35.0 to 1.35.93 in the boto-typing group ([#5840](https://github.com/aws-powertools/powertools-lambda-python/issues/5840))
* **deps-dev:** bump aws-cdk-lib from 2.173.2 to 2.173.4 ([#5803](https://github.com/aws-powertools/powertools-lambda-python/issues/5803))
* **deps-dev:** bump aws-cdk from 2.173.2 to 2.173.4 ([#5802](https://github.com/aws-powertools/powertools-lambda-python/issues/5802))
* **deps-dev:** bump boto3-stubs from 1.35.87 to 1.35.89 ([#5804](https://github.com/aws-powertools/powertools-lambda-python/issues/5804))
* **deps-dev:** bump jinja2 from 3.1.4 to 3.1.5 ([#5788](https://github.com/aws-powertools/powertools-lambda-python/issues/5788))
* **deps-dev:** bump aws-cdk from 2.174.0 to 2.174.1 ([#5841](https://github.com/aws-powertools/powertools-lambda-python/issues/5841))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.173.4a0 to 2.174.1a0 ([#5842](https://github.com/aws-powertools/powertools-lambda-python/issues/5842))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.287 to 0.1.288 ([#5793](https://github.com/aws-powertools/powertools-lambda-python/issues/5793))
* **deps-dev:** bump boto3-stubs from 1.35.93 to 1.35.94 ([#5844](https://github.com/aws-powertools/powertools-lambda-python/issues/5844))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.288 to 0.1.289 ([#5843](https://github.com/aws-powertools/powertools-lambda-python/issues/5843))
* **deps-dev:** bump boto3-stubs from 1.35.94 to 1.35.95 ([#5847](https://github.com/aws-powertools/powertools-lambda-python/issues/5847))
* **deps-dev:** bump cfn-lint from 1.22.3 to 1.22.4 ([#5849](https://github.com/aws-powertools/powertools-lambda-python/issues/5849))
* **deps-dev:** bump boto3-stubs from 1.35.95 to 1.35.96 ([#5850](https://github.com/aws-powertools/powertools-lambda-python/issues/5850))
* **deps-dev:** bump boto3-stubs from 1.35.96 to 1.35.97 ([#5852](https://github.com/aws-powertools/powertools-lambda-python/issues/5852))
* **deps-dev:** bump boto3-stubs from 1.35.86 to 1.35.87 ([#5786](https://github.com/aws-powertools/powertools-lambda-python/issues/5786))
* **deps-dev:** bump aws-cdk from 2.174.1 to 2.175.0 ([#5854](https://github.com/aws-powertools/powertools-lambda-python/issues/5854))
* **deps-dev:** bump aws-cdk from 2.175.0 to 2.175.1 ([#5863](https://github.com/aws-powertools/powertools-lambda-python/issues/5863))
* **deps-dev:** bump boto3-stubs from 1.35.85 to 1.35.86 ([#5780](https://github.com/aws-powertools/powertools-lambda-python/issues/5780))
* **deps-dev:** bump mypy from 1.13.0 to 1.14.0 ([#5779](https://github.com/aws-powertools/powertools-lambda-python/issues/5779))
* **deps-dev:** bump ruff from 0.8.6 to 0.9.1 ([#5853](https://github.com/aws-powertools/powertools-lambda-python/issues/5853))
* **deps-dev:** bump aws-cdk-lib from 2.174.1 to 2.175.1 ([#5856](https://github.com/aws-powertools/powertools-lambda-python/issues/5856))
<a name="v3.4.0"></a>
## [v3.4.0] - 2024-12-20
## Bug Fixes
* **ci:** add overwrite to SSM workflow ([#5775](https://github.com/aws-powertools/powertools-lambda-python/issues/5775))
* **docs:** typo in homepage extra dependencies command ([#5681](https://github.com/aws-powertools/powertools-lambda-python/issues/5681))
* **openapi:** Allow values of any type in the examples of the Schema Object. ([#5575](https://github.com/aws-powertools/powertools-lambda-python/issues/5575))
* **parser:** remove AttributeError validation from event_parser function ([#5742](https://github.com/aws-powertools/powertools-lambda-python/issues/5742))
* **parser:** remove 'aws:' prefix from SelfManagedKafka model ([#5584](https://github.com/aws-powertools/powertools-lambda-python/issues/5584))
## Code Refactoring
* **event_handler:** add type annotations for router decorators ([#5601](https://github.com/aws-powertools/powertools-lambda-python/issues/5601))
* **event_handler:** add type annotations for `resolve` function ([#5602](https://github.com/aws-powertools/powertools-lambda-python/issues/5602))
## Documentation
* **layer:** update layer version number - v3.3.0 ([#5562](https://github.com/aws-powertools/powertools-lambda-python/issues/5562))
## Features
* **event_handler:** mark API operation as deprecated for OpenAPI documentation ([#5732](https://github.com/aws-powertools/powertools-lambda-python/issues/5732))
* **event_handler:** add exception handling mechanism for AppSyncResolver ([#5588](https://github.com/aws-powertools/powertools-lambda-python/issues/5588))
* **event_source:** Extend CodePipeline Artifact Capabilities ([#5448](https://github.com/aws-powertools/powertools-lambda-python/issues/5448))
* **layer:** add new ap-southeast-5 region ([#5769](https://github.com/aws-powertools/powertools-lambda-python/issues/5769))
* **metrics:** warn when overwriting dimension ([#5653](https://github.com/aws-powertools/powertools-lambda-python/issues/5653))
* **parser:** add models for API GW Websockets events ([#5597](https://github.com/aws-powertools/powertools-lambda-python/issues/5597))
* **ssm:** Parameters for resolving to versioned layers ([#5754](https://github.com/aws-powertools/powertools-lambda-python/issues/5754))
## Maintenance
* version bump
* **ci:** new pre-release 3.3.1a14 ([#5713](https://github.com/aws-powertools/powertools-lambda-python/issues/5713))
* **ci:** new pre-release 3.3.1a21 ([#5773](https://github.com/aws-powertools/powertools-lambda-python/issues/5773))
* **ci:** new pre-release 3.3.1a0 ([#5565](https://github.com/aws-powertools/powertools-lambda-python/issues/5565))
* **ci:** new pre-release 3.3.1a1 ([#5577](https://github.com/aws-powertools/powertools-lambda-python/issues/5577))
* **ci:** disable dry run in layer balancing workflow ([#5768](https://github.com/aws-powertools/powertools-lambda-python/issues/5768))
* **ci:** new pre-release 3.3.1a20 ([#5766](https://github.com/aws-powertools/powertools-lambda-python/issues/5766))
* **ci:** new pre-release 3.3.1a10 ([#5679](https://github.com/aws-powertools/powertools-lambda-python/issues/5679))
* **ci:** add workflow to balance layers per region ([#5752](https://github.com/aws-powertools/powertools-lambda-python/issues/5752))
* **ci:** new pre-release 3.3.1a9 ([#5668](https://github.com/aws-powertools/powertools-lambda-python/issues/5668))
* **ci:** new pre-release 3.3.1a19 ([#5757](https://github.com/aws-powertools/powertools-lambda-python/issues/5757))
* **ci:** new pre-release 3.3.1a8 ([#5663](https://github.com/aws-powertools/powertools-lambda-python/issues/5663))
* **ci:** adding missing region in matrix ([#5777](https://github.com/aws-powertools/powertools-lambda-python/issues/5777))
* **ci:** new pre-release 3.3.1a2 ([#5585](https://github.com/aws-powertools/powertools-lambda-python/issues/5585))
* **ci:** new pre-release 3.3.1a11 ([#5688](https://github.com/aws-powertools/powertools-lambda-python/issues/5688))
* **ci:** new pre-release 3.3.1a3 ([#5598](https://github.com/aws-powertools/powertools-lambda-python/issues/5598))
* **ci:** new pre-release 3.3.1a7 ([#5656](https://github.com/aws-powertools/powertools-lambda-python/issues/5656))
* **ci:** new pre-release 3.3.1a6 ([#5650](https://github.com/aws-powertools/powertools-lambda-python/issues/5650))
* **ci:** new pre-release 3.3.1a12 ([#5697](https://github.com/aws-powertools/powertools-lambda-python/issues/5697))
* **ci:** new pre-release 3.3.1a18 ([#5739](https://github.com/aws-powertools/powertools-lambda-python/issues/5739))
* **ci:** replace closed-issue-message action with powertools action ([#5641](https://github.com/aws-powertools/powertools-lambda-python/issues/5641))
* **ci:** new pre-release 3.3.1a17 ([#5733](https://github.com/aws-powertools/powertools-lambda-python/issues/5733))
* **ci:** new pre-release 3.3.1a4 ([#5612](https://github.com/aws-powertools/powertools-lambda-python/issues/5612))
* **ci:** new pre-release 3.3.1a13 ([#5707](https://github.com/aws-powertools/powertools-lambda-python/issues/5707))
* **ci:** new pre-release 3.3.1a16 ([#5725](https://github.com/aws-powertools/powertools-lambda-python/issues/5725))
* **ci:** remove poetry cache in quality check pipeline ([#5626](https://github.com/aws-powertools/powertools-lambda-python/issues/5626))
* **ci:** revert closed issue action update ([#5637](https://github.com/aws-powertools/powertools-lambda-python/issues/5637))
* **ci:** new pre-release 3.3.1a15 ([#5720](https://github.com/aws-powertools/powertools-lambda-python/issues/5720))
* **ci:** new pre-release 3.3.1a5 ([#5639](https://github.com/aws-powertools/powertools-lambda-python/issues/5639))
* **deps:** bump squidfunk/mkdocs-material from `ef0b45e` to `d063d84` in /docs ([#5649](https://github.com/aws-powertools/powertools-lambda-python/issues/5649))
* **deps:** bump pydantic from 2.10.0 to 2.10.1 ([#5632](https://github.com/aws-powertools/powertools-lambda-python/issues/5632))
* **deps:** bump pypa/gh-action-pypi-publish from 1.12.2 to 1.12.3 ([#5709](https://github.com/aws-powertools/powertools-lambda-python/issues/5709))
* **deps:** bump codecov/codecov-action from 5.0.3 to 5.0.7 ([#5617](https://github.com/aws-powertools/powertools-lambda-python/issues/5617))
* **deps:** bump actions/dependency-review-action from 4.4.0 to 4.5.0 ([#5616](https://github.com/aws-powertools/powertools-lambda-python/issues/5616))
* **deps:** bump squidfunk/mkdocs-material from `ce587cb` to `ef0b45e` in /docs ([#5603](https://github.com/aws-powertools/powertools-lambda-python/issues/5603))
* **deps:** bump squidfunk/mkdocs-material from `d063d84` to `3f571e7` in /docs ([#5678](https://github.com/aws-powertools/powertools-lambda-python/issues/5678))
* **deps:** bump redis from 5.2.0 to 5.2.1 ([#5701](https://github.com/aws-powertools/powertools-lambda-python/issues/5701))
* **deps:** bump pydantic-settings from 2.6.1 to 2.7.0 ([#5735](https://github.com/aws-powertools/powertools-lambda-python/issues/5735))
* **deps:** bump aws-actions/closed-issue-message from 80edfc24bdf1283400eb04d20a8a605ae8bf7d48 to 37548691e7cc75ba58f85c9f873f9eee43590449 ([#5606](https://github.com/aws-powertools/powertools-lambda-python/issues/5606))
* **deps:** bump pydantic from 2.9.2 to 2.10.0 ([#5611](https://github.com/aws-powertools/powertools-lambda-python/issues/5611))
* **deps:** bump zgosalvez/github-actions-ensure-sha-pinned-actions from 3.0.17 to 3.0.18 ([#5743](https://github.com/aws-powertools/powertools-lambda-python/issues/5743))
* **deps:** bump zgosalvez/github-actions-ensure-sha-pinned-actions from 3.0.16 to 3.0.17 ([#5643](https://github.com/aws-powertools/powertools-lambda-python/issues/5643))
* **deps:** bump squidfunk/mkdocs-material from `3f571e7` to `d485eb6` in /docs ([#5710](https://github.com/aws-powertools/powertools-lambda-python/issues/5710))
* **deps:** bump codecov/codecov-action from 5.0.7 to 5.1.0 ([#5692](https://github.com/aws-powertools/powertools-lambda-python/issues/5692))
* **deps:** bump pydantic from 2.10.1 to 2.10.2 ([#5654](https://github.com/aws-powertools/powertools-lambda-python/issues/5654))
* **deps:** bump squidfunk/mkdocs-material from `d485eb6` to `ba73db5` in /docs ([#5746](https://github.com/aws-powertools/powertools-lambda-python/issues/5746))
* **deps:** bump docker/setup-buildx-action from 3.7.1 to 3.8.0 ([#5744](https://github.com/aws-powertools/powertools-lambda-python/issues/5744))
* **deps:** bump datadog-lambda from 6.101.0 to 6.102.0 ([#5570](https://github.com/aws-powertools/powertools-lambda-python/issues/5570))
* **deps:** bump pydantic from 2.10.2 to 2.10.3 ([#5682](https://github.com/aws-powertools/powertools-lambda-python/issues/5682))
* **deps:** bump aws-encryption-sdk from 3.3.0 to 4.0.0 ([#5564](https://github.com/aws-powertools/powertools-lambda-python/issues/5564))
* **deps:** bump pydantic from 2.10.3 to 2.10.4 ([#5760](https://github.com/aws-powertools/powertools-lambda-python/issues/5760))
* **deps:** bump actions/upload-artifact from 4.4.3 to 4.5.0 ([#5763](https://github.com/aws-powertools/powertools-lambda-python/issues/5763))
* **deps:** bump codecov/codecov-action from 5.1.1 to 5.1.2 ([#5764](https://github.com/aws-powertools/powertools-lambda-python/issues/5764))
* **deps:** bump codecov/codecov-action from 4.6.0 to 5.0.2 ([#5567](https://github.com/aws-powertools/powertools-lambda-python/issues/5567))
* **deps:** bump fastjsonschema from 2.20.0 to 2.21.1 ([#5676](https://github.com/aws-powertools/powertools-lambda-python/issues/5676))
* **deps:** bump datadog-lambda from 6.102.0 to 6.104.0 ([#5631](https://github.com/aws-powertools/powertools-lambda-python/issues/5631))
* **deps:** bump codecov/codecov-action from 5.1.0 to 5.1.1 ([#5703](https://github.com/aws-powertools/powertools-lambda-python/issues/5703))
* **deps:** bump codecov/codecov-action from 5.0.2 to 5.0.3 ([#5592](https://github.com/aws-powertools/powertools-lambda-python/issues/5592))
* **deps-dev:** bump httpx from 0.27.2 to 0.28.0 ([#5665](https://github.com/aws-powertools/powertools-lambda-python/issues/5665))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.171.0a0 to 2.171.1a0 ([#5666](https://github.com/aws-powertools/powertools-lambda-python/issues/5666))
* **deps-dev:** bump aws-cdk from 2.171.0 to 2.171.1 ([#5662](https://github.com/aws-powertools/powertools-lambda-python/issues/5662))
* **deps-dev:** bump aws-cdk-lib from 2.171.0 to 2.171.1 ([#5661](https://github.com/aws-powertools/powertools-lambda-python/issues/5661))
* **deps-dev:** bump boto3-stubs from 1.35.69 to 1.35.71 ([#5660](https://github.com/aws-powertools/powertools-lambda-python/issues/5660))
* **deps-dev:** bump cfn-lint from 1.20.0 to 1.20.1 ([#5659](https://github.com/aws-powertools/powertools-lambda-python/issues/5659))
* **deps-dev:** bump mkdocs-material from 9.5.46 to 9.5.47 ([#5677](https://github.com/aws-powertools/powertools-lambda-python/issues/5677))
* **deps-dev:** bump cfn-lint from 1.20.1 to 1.20.2 ([#5686](https://github.com/aws-powertools/powertools-lambda-python/issues/5686))
* **deps-dev:** bump boto3-stubs from 1.35.71 to 1.35.74 ([#5691](https://github.com/aws-powertools/powertools-lambda-python/issues/5691))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.284 to 0.1.285 ([#5642](https://github.com/aws-powertools/powertools-lambda-python/issues/5642))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.170.0a0 to 2.171.0a0 ([#5655](https://github.com/aws-powertools/powertools-lambda-python/issues/5655))
* **deps-dev:** bump ruff from 0.8.1 to 0.8.2 ([#5693](https://github.com/aws-powertools/powertools-lambda-python/issues/5693))
* **deps-dev:** bump pytest from 8.3.3 to 8.3.4 ([#5695](https://github.com/aws-powertools/powertools-lambda-python/issues/5695))
* **deps-dev:** bump mkdocs-material from 9.5.45 to 9.5.46 ([#5645](https://github.com/aws-powertools/powertools-lambda-python/issues/5645))
* **deps-dev:** bump sentry-sdk from 2.19.0 to 2.19.1 ([#5694](https://github.com/aws-powertools/powertools-lambda-python/issues/5694))
* **deps-dev:** bump aws-cdk-lib from 2.170.0 to 2.171.0 ([#5647](https://github.com/aws-powertools/powertools-lambda-python/issues/5647))
* **deps-dev:** bump aws-cdk from 2.170.0 to 2.171.0 ([#5648](https://github.com/aws-powertools/powertools-lambda-python/issues/5648))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.285 to 0.1.287 ([#5685](https://github.com/aws-powertools/powertools-lambda-python/issues/5685))
* **deps-dev:** bump boto3-stubs from 1.35.67 to 1.35.69 ([#5652](https://github.com/aws-powertools/powertools-lambda-python/issues/5652))
* **deps-dev:** bump sentry-sdk from 2.19.1 to 2.19.2 ([#5699](https://github.com/aws-powertools/powertools-lambda-python/issues/5699))
* **deps-dev:** bump ruff from 0.7.4 to 0.8.0 ([#5630](https://github.com/aws-powertools/powertools-lambda-python/issues/5630))
* **deps-dev:** bump types-python-dateutil from 2.9.0.20241003 to 2.9.0.20241206 ([#5700](https://github.com/aws-powertools/powertools-lambda-python/issues/5700))
* **deps-dev:** bump httpx from 0.28.0 to 0.28.1 ([#5702](https://github.com/aws-powertools/powertools-lambda-python/issues/5702))
* **deps-dev:** bump aws-cdk from 2.171.1 to 2.172.0 ([#5712](https://github.com/aws-powertools/powertools-lambda-python/issues/5712))
* **deps-dev:** bump cfn-lint from 1.20.2 to 1.21.0 ([#5711](https://github.com/aws-powertools/powertools-lambda-python/issues/5711))
* **deps-dev:** bump boto3-stubs from 1.35.76 to 1.35.77 ([#5716](https://github.com/aws-powertools/powertools-lambda-python/issues/5716))
* **deps-dev:** bump aws-cdk-lib from 2.171.1 to 2.172.0 ([#5719](https://github.com/aws-powertools/powertools-lambda-python/issues/5719))
* **deps-dev:** bump cfn-lint from 1.21.0 to 1.22.0 ([#5718](https://github.com/aws-powertools/powertools-lambda-python/issues/5718))
* **deps-dev:** bump aws-cdk from 2.169.0 to 2.170.0 ([#5628](https://github.com/aws-powertools/powertools-lambda-python/issues/5628))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.167.2a0 to 2.170.0a0 ([#5629](https://github.com/aws-powertools/powertools-lambda-python/issues/5629))
* **deps-dev:** bump boto3-stubs from 1.35.77 to 1.35.78 ([#5723](https://github.com/aws-powertools/powertools-lambda-python/issues/5723))
* **deps-dev:** bump sentry-sdk from 2.18.0 to 2.19.0 ([#5633](https://github.com/aws-powertools/powertools-lambda-python/issues/5633))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.171.1a0 to 2.172.0a0 ([#5724](https://github.com/aws-powertools/powertools-lambda-python/issues/5724))
* **deps-dev:** bump aws-cdk from 2.172.0 to 2.173.0 ([#5727](https://github.com/aws-powertools/powertools-lambda-python/issues/5727))
* **deps-dev:** bump mkdocs-material from 9.5.44 to 9.5.45 ([#5610](https://github.com/aws-powertools/powertools-lambda-python/issues/5610))
* **deps-dev:** bump ruff from 0.8.2 to 0.8.3 ([#5728](https://github.com/aws-powertools/powertools-lambda-python/issues/5728))
* **deps-dev:** bump boto3-stubs from 1.35.64 to 1.35.67 ([#5621](https://github.com/aws-powertools/powertools-lambda-python/issues/5621))
* **deps-dev:** bump aws-cdk-lib from 2.167.2 to 2.170.0 ([#5622](https://github.com/aws-powertools/powertools-lambda-python/issues/5622))
* **deps-dev:** bump cfn-lint from 1.22.0 to 1.22.1 ([#5729](https://github.com/aws-powertools/powertools-lambda-python/issues/5729))
* **deps-dev:** bump aws-cdk from 2.167.2 to 2.169.0 ([#5618](https://github.com/aws-powertools/powertools-lambda-python/issues/5618))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.282 to 0.1.284 ([#5607](https://github.com/aws-powertools/powertools-lambda-python/issues/5607))
* **deps-dev:** bump boto3-stubs from 1.35.78 to 1.35.80 ([#5730](https://github.com/aws-powertools/powertools-lambda-python/issues/5730))
* **deps-dev:** bump aws-cdk-lib from 2.172.0 to 2.173.0 ([#5731](https://github.com/aws-powertools/powertools-lambda-python/issues/5731))
* **deps-dev:** bump mkdocs-material from 9.5.47 to 9.5.48 ([#5717](https://github.com/aws-powertools/powertools-lambda-python/issues/5717))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.172.0a0 to 2.173.0a0 ([#5736](https://github.com/aws-powertools/powertools-lambda-python/issues/5736))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.167.1a0 to 2.167.2a0 ([#5619](https://github.com/aws-powertools/powertools-lambda-python/issues/5619))
* **deps-dev:** bump boto3-stubs from 1.35.80 to 1.35.81 ([#5750](https://github.com/aws-powertools/powertools-lambda-python/issues/5750))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.281 to 0.1.282 ([#5594](https://github.com/aws-powertools/powertools-lambda-python/issues/5594))
* **deps-dev:** bump cfn-lint from 1.19.0 to 1.20.0 ([#5595](https://github.com/aws-powertools/powertools-lambda-python/issues/5595))
* **deps-dev:** bump aws-cdk from 2.167.1 to 2.167.2 ([#5593](https://github.com/aws-powertools/powertools-lambda-python/issues/5593))
* **deps-dev:** bump cfn-lint from 1.22.1 to 1.22.2 ([#5749](https://github.com/aws-powertools/powertools-lambda-python/issues/5749))
* **deps-dev:** bump aws-cdk-lib from 2.167.1 to 2.167.2 ([#5596](https://github.com/aws-powertools/powertools-lambda-python/issues/5596))
* **deps-dev:** bump aws-cdk from 2.173.0 to 2.173.1 ([#5745](https://github.com/aws-powertools/powertools-lambda-python/issues/5745))
* **deps-dev:** bump boto3-stubs from 1.35.63 to 1.35.64 ([#5582](https://github.com/aws-powertools/powertools-lambda-python/issues/5582))
* **deps-dev:** bump mkdocs-material from 9.5.48 to 9.5.49 ([#5748](https://github.com/aws-powertools/powertools-lambda-python/issues/5748))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.167.0a0 to 2.167.1a0 ([#5583](https://github.com/aws-powertools/powertools-lambda-python/issues/5583))
* **deps-dev:** bump aws-cdk-lib from 2.173.0 to 2.173.1 ([#5747](https://github.com/aws-powertools/powertools-lambda-python/issues/5747))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.173.0a0 to 2.173.1a0 ([#5755](https://github.com/aws-powertools/powertools-lambda-python/issues/5755))
* **deps-dev:** bump aws-cdk from 2.173.1 to 2.173.2 ([#5762](https://github.com/aws-powertools/powertools-lambda-python/issues/5762))
* **deps-dev:** bump boto3-stubs from 1.35.81 to 1.35.84 ([#5765](https://github.com/aws-powertools/powertools-lambda-python/issues/5765))
* **deps-dev:** bump boto3-stubs from 1.35.60 to 1.35.63 ([#5581](https://github.com/aws-powertools/powertools-lambda-python/issues/5581))
* **deps-dev:** bump ruff from 0.8.0 to 0.8.1 ([#5671](https://github.com/aws-powertools/powertools-lambda-python/issues/5671))
* **deps-dev:** bump aws-cdk from 2.167.0 to 2.167.1 ([#5572](https://github.com/aws-powertools/powertools-lambda-python/issues/5572))
* **deps-dev:** bump boto3-stubs from 1.35.84 to 1.35.85 ([#5770](https://github.com/aws-powertools/powertools-lambda-python/issues/5770))
* **deps-dev:** bump ruff from 0.7.3 to 0.7.4 ([#5569](https://github.com/aws-powertools/powertools-lambda-python/issues/5569))
* **deps-dev:** bump aws-cdk-lib from 2.167.0 to 2.167.1 ([#5568](https://github.com/aws-powertools/powertools-lambda-python/issues/5568))
* **deps-dev:** bump ruff from 0.8.3 to 0.8.4 ([#5772](https://github.com/aws-powertools/powertools-lambda-python/issues/5772))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.173.1a0 to 2.173.2a0 ([#5771](https://github.com/aws-powertools/powertools-lambda-python/issues/5771))
* **deps-dev:** bump aws-cdk-lib from 2.173.1 to 2.173.2 ([#5759](https://github.com/aws-powertools/powertools-lambda-python/issues/5759))
* **layers:** balance Python 3.13 layers in GovCloud partition ([#5579](https://github.com/aws-powertools/powertools-lambda-python/issues/5579))
<a name="v3.3.0"></a>
## [v3.3.0] - 2024-11-14
## Bug Fixes
* **appsync:** make contextual data accessible for async functions ([#5317](https://github.com/aws-powertools/powertools-lambda-python/issues/5317))
* **ci:** Update output to something easily copy/pasteable ([#5435](https://github.com/aws-powertools/powertools-lambda-python/issues/5435))
* **ci:** remove space ([#5433](https://github.com/aws-powertools/powertools-lambda-python/issues/5433))
* **metrics:** add warning for invalid dimension values; prevent their addition to EMF blobs ([#5542](https://github.com/aws-powertools/powertools-lambda-python/issues/5542))
* **parameters:** fix force_fetch feature when working with get_parameters ([#5515](https://github.com/aws-powertools/powertools-lambda-python/issues/5515))
* **parser:** support TypeAdapter instances as models ([#5535](https://github.com/aws-powertools/powertools-lambda-python/issues/5535))
## Documentation
* **layer:** update layer version number - v3.2.0 ([#5426](https://github.com/aws-powertools/powertools-lambda-python/issues/5426))
* **parser:** change parser documentation ([#5262](https://github.com/aws-powertools/powertools-lambda-python/issues/5262))
## Features
* **event_handler:** mutualTLS Security Scheme for OpenAPI ([#5484](https://github.com/aws-powertools/powertools-lambda-python/issues/5484))
* **layers:** introduce new CDK Python constructor for Powertools Lambda Layer ([#5320](https://github.com/aws-powertools/powertools-lambda-python/issues/5320))
* **runtime:** add Python 3.13 support ([#5527](https://github.com/aws-powertools/powertools-lambda-python/issues/5527))
## Maintenance
* version bump
* **ci:** Bump CDK version to build layers and fix imports ([#5555](https://github.com/aws-powertools/powertools-lambda-python/issues/5555))
* **ci:** new pre-release 3.2.1a0 ([#5434](https://github.com/aws-powertools/powertools-lambda-python/issues/5434))
* **ci:** new pre-release 3.2.1a15 ([#5551](https://github.com/aws-powertools/powertools-lambda-python/issues/5551))
* **ci:** new pre-release 3.2.1a14 ([#5545](https://github.com/aws-powertools/powertools-lambda-python/issues/5545))
* **ci:** fix imports to build Lambda layer ([#5557](https://github.com/aws-powertools/powertools-lambda-python/issues/5557))
* **ci:** new pre-release 3.2.1a1 ([#5443](https://github.com/aws-powertools/powertools-lambda-python/issues/5443))
* **ci:** bump minimum required pydantic version ([#5446](https://github.com/aws-powertools/powertools-lambda-python/issues/5446))
* **ci:** new pre-release 3.2.1a2 ([#5456](https://github.com/aws-powertools/powertools-lambda-python/issues/5456))
* **ci:** new pre-release 3.2.1a12 ([#5524](https://github.com/aws-powertools/powertools-lambda-python/issues/5524))
* **ci:** new pre-release 3.2.1a3 ([#5465](https://github.com/aws-powertools/powertools-lambda-python/issues/5465))
* **ci:** new pre-release 3.2.1a4 ([#5470](https://github.com/aws-powertools/powertools-lambda-python/issues/5470))
* **ci:** new pre-release 3.2.1a5 ([#5473](https://github.com/aws-powertools/powertools-lambda-python/issues/5473))
* **ci:** new pre-release 3.2.1a11 ([#5517](https://github.com/aws-powertools/powertools-lambda-python/issues/5517))
* **ci:** new pre-release 3.2.1a6 ([#5480](https://github.com/aws-powertools/powertools-lambda-python/issues/5480))
* **ci:** new pre-release 3.2.1a7 ([#5488](https://github.com/aws-powertools/powertools-lambda-python/issues/5488))
* **ci:** new pre-release 3.2.1a10 ([#5509](https://github.com/aws-powertools/powertools-lambda-python/issues/5509))
* **ci:** new pre-release 3.2.1a8 ([#5497](https://github.com/aws-powertools/powertools-lambda-python/issues/5497))
* **ci:** new pre-release 3.2.1a9 ([#5504](https://github.com/aws-powertools/powertools-lambda-python/issues/5504))
* **ci:** new pre-release 3.2.1a13 ([#5537](https://github.com/aws-powertools/powertools-lambda-python/issues/5537))
* **deps:** bump pypa/gh-action-pypi-publish from 1.10.3 to 1.11.0 ([#5477](https://github.com/aws-powertools/powertools-lambda-python/issues/5477))
* **deps:** bump zgosalvez/github-actions-ensure-sha-pinned-actions from 3.0.15 to 3.0.16 ([#5499](https://github.com/aws-powertools/powertools-lambda-python/issues/5499))
* **deps:** bump actions/dependency-review-action from 4.3.4 to 4.3.5 ([#5431](https://github.com/aws-powertools/powertools-lambda-python/issues/5431))
* **deps:** bump actions/setup-python from 5.2.0 to 5.3.0 ([#5529](https://github.com/aws-powertools/powertools-lambda-python/issues/5529))
* **deps:** bump datadog-lambda from 6.99.0 to 6.100.0 ([#5491](https://github.com/aws-powertools/powertools-lambda-python/issues/5491))
* **deps:** bump actions/checkout from 4.2.1 to 4.2.2 ([#5438](https://github.com/aws-powertools/powertools-lambda-python/issues/5438))
* **deps:** bump actions/checkout from 4.2.0 to 4.2.2 ([#5531](https://github.com/aws-powertools/powertools-lambda-python/issues/5531))
* **deps:** bump actions/setup-node from 4.0.4 to 4.1.0 ([#5450](https://github.com/aws-powertools/powertools-lambda-python/issues/5450))
* **deps:** bump squidfunk/mkdocs-material from `2c2802b` to `ce587cb` in /docs ([#5507](https://github.com/aws-powertools/powertools-lambda-python/issues/5507))
* **deps:** bump actions/setup-python from 5.2.0 to 5.3.0 ([#5449](https://github.com/aws-powertools/powertools-lambda-python/issues/5449))
* **deps:** bump redis from 5.1.1 to 5.2.0 ([#5454](https://github.com/aws-powertools/powertools-lambda-python/issues/5454))
* **deps:** bump docker/setup-buildx-action from 2.4.1 to 3.7.1 ([#5530](https://github.com/aws-powertools/powertools-lambda-python/issues/5530))
* **deps:** bump squidfunk/mkdocs-material from `31eb7f7` to `2c2802b` in /docs ([#5487](https://github.com/aws-powertools/powertools-lambda-python/issues/5487))
* **deps:** bump docker/setup-qemu-action from 2.1.0 to 3.2.0 ([#5528](https://github.com/aws-powertools/powertools-lambda-python/issues/5528))
* **deps:** bump actions/dependency-review-action from 4.3.5 to 4.4.0 ([#5469](https://github.com/aws-powertools/powertools-lambda-python/issues/5469))
* **deps:** bump datadog-lambda from 6.100.0 to 6.101.0 ([#5513](https://github.com/aws-powertools/powertools-lambda-python/issues/5513))
* **deps:** bump pypa/gh-action-pypi-publish from 1.11.0 to 1.12.1 ([#5514](https://github.com/aws-powertools/powertools-lambda-python/issues/5514))
* **deps:** bump pypa/gh-action-pypi-publish from 1.12.1 to 1.12.2 ([#5519](https://github.com/aws-powertools/powertools-lambda-python/issues/5519))
* **deps-dev:** bump sentry-sdk from 2.17.0 to 2.18.0 ([#5502](https://github.com/aws-powertools/powertools-lambda-python/issues/5502))
* **deps-dev:** bump boto3-stubs from 1.35.51 to 1.35.52 ([#5478](https://github.com/aws-powertools/powertools-lambda-python/issues/5478))
* **deps-dev:** bump mkdocs-material from 9.5.43 to 9.5.44 ([#5506](https://github.com/aws-powertools/powertools-lambda-python/issues/5506))
* **deps-dev:** bump cfn-lint from 1.18.2 to 1.18.3 ([#5479](https://github.com/aws-powertools/powertools-lambda-python/issues/5479))
* **deps-dev:** bump boto3-stubs from 1.35.49 to 1.35.51 ([#5472](https://github.com/aws-powertools/powertools-lambda-python/issues/5472))
* **deps-dev:** bump aws-cdk from 2.165.0 to 2.166.0 ([#5520](https://github.com/aws-powertools/powertools-lambda-python/issues/5520))
* **deps-dev:** bump aws-cdk-lib from 2.165.0 to 2.166.0 ([#5522](https://github.com/aws-powertools/powertools-lambda-python/issues/5522))
* **deps-dev:** bump boto3-stubs from 1.35.52 to 1.35.53 ([#5485](https://github.com/aws-powertools/powertools-lambda-python/issues/5485))
* **deps-dev:** bump cfn-lint from 1.18.1 to 1.18.2 ([#5468](https://github.com/aws-powertools/powertools-lambda-python/issues/5468))
* **deps-dev:** bump boto3-stubs from 1.35.54 to 1.35.56 ([#5523](https://github.com/aws-powertools/powertools-lambda-python/issues/5523))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.163.1a0 to 2.164.1a0 ([#5467](https://github.com/aws-powertools/powertools-lambda-python/issues/5467))
* **deps-dev:** bump mkdocs-material from 9.5.42 to 9.5.43 ([#5486](https://github.com/aws-powertools/powertools-lambda-python/issues/5486))
* **deps-dev:** bump aws-cdk from 2.164.0 to 2.164.1 ([#5462](https://github.com/aws-powertools/powertools-lambda-python/issues/5462))
* **deps-dev:** bump boto3-stubs from 1.35.46 to 1.35.49 ([#5460](https://github.com/aws-powertools/powertools-lambda-python/issues/5460))
* **deps-dev:** bump aws-cdk-lib from 2.164.0 to 2.164.1 ([#5459](https://github.com/aws-powertools/powertools-lambda-python/issues/5459))
* **deps-dev:** bump ruff from 0.7.0 to 0.7.1 ([#5451](https://github.com/aws-powertools/powertools-lambda-python/issues/5451))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.278 to 0.1.279 ([#5512](https://github.com/aws-powertools/powertools-lambda-python/issues/5512))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.165.0a0 to 2.166.0a0 ([#5533](https://github.com/aws-powertools/powertools-lambda-python/issues/5533))
* **deps-dev:** bump aws-cdk-lib from 2.163.1 to 2.164.0 ([#5453](https://github.com/aws-powertools/powertools-lambda-python/issues/5453))
* **deps-dev:** bump aws-cdk from 2.163.1 to 2.164.0 ([#5452](https://github.com/aws-powertools/powertools-lambda-python/issues/5452))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.279 to 0.1.281 ([#5548](https://github.com/aws-powertools/powertools-lambda-python/issues/5548))
* **deps-dev:** bump aws-cdk-lib from 2.164.1 to 2.165.0 ([#5490](https://github.com/aws-powertools/powertools-lambda-python/issues/5490))
* **deps-dev:** bump boto3-stubs from 1.35.53 to 1.35.54 ([#5493](https://github.com/aws-powertools/powertools-lambda-python/issues/5493))
* **deps-dev:** bump aws-cdk from 2.164.1 to 2.165.0 ([#5494](https://github.com/aws-powertools/powertools-lambda-python/issues/5494))
* **deps-dev:** bump mypy from 1.11.2 to 1.13.0 ([#5440](https://github.com/aws-powertools/powertools-lambda-python/issues/5440))
* **deps-dev:** bump ruff from 0.7.2 to 0.7.3 ([#5532](https://github.com/aws-powertools/powertools-lambda-python/issues/5532))
* **deps-dev:** bump boto3-stubs from 1.35.56 to 1.35.58 ([#5540](https://github.com/aws-powertools/powertools-lambda-python/issues/5540))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.162.1a0 to 2.163.1a0 ([#5441](https://github.com/aws-powertools/powertools-lambda-python/issues/5441))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.277 to 0.1.278 ([#5439](https://github.com/aws-powertools/powertools-lambda-python/issues/5439))
* **deps-dev:** bump cfn-lint from 1.18.3 to 1.18.4 ([#5501](https://github.com/aws-powertools/powertools-lambda-python/issues/5501))
* **deps-dev:** bump cfn-lint from 1.18.4 to 1.19.0 ([#5544](https://github.com/aws-powertools/powertools-lambda-python/issues/5544))
* **deps-dev:** bump ruff from 0.7.1 to 0.7.2 ([#5492](https://github.com/aws-powertools/powertools-lambda-python/issues/5492))
* **deps-dev:** bump aws-cdk-lib from 2.162.1 to 2.163.1 ([#5429](https://github.com/aws-powertools/powertools-lambda-python/issues/5429))
* **deps-dev:** bump boto3-stubs from 1.35.45 to 1.35.46 ([#5430](https://github.com/aws-powertools/powertools-lambda-python/issues/5430))
* **deps-dev:** bump aws-cdk from 2.162.1 to 2.163.1 ([#5432](https://github.com/aws-powertools/powertools-lambda-python/issues/5432))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.164.1a0 to 2.165.0a0 ([#5500](https://github.com/aws-powertools/powertools-lambda-python/issues/5500))
* **deps-dev:** bump xenon from 0.9.1 to 0.9.3 ([#5428](https://github.com/aws-powertools/powertools-lambda-python/issues/5428))
* **deps-dev:** bump boto3-stubs from 1.35.58 to 1.35.59 ([#5549](https://github.com/aws-powertools/powertools-lambda-python/issues/5549))
* **layers:** add pydantic-settings package to v3 Layer ([#5516](https://github.com/aws-powertools/powertools-lambda-python/issues/5516))
<a name="v3.2.0"></a>
## [v3.2.0] - 2024-10-22
## Bug Fixes
* test command in verify step ([#5381](https://github.com/aws-powertools/powertools-lambda-python/issues/5381))
* **ci:** Tables are nicer ([#5416](https://github.com/aws-powertools/powertools-lambda-python/issues/5416))
* **ci:** GovCloud layer verification ([#5382](https://github.com/aws-powertools/powertools-lambda-python/issues/5382))
* **ci:** Update partition name ([#5380](https://github.com/aws-powertools/powertools-lambda-python/issues/5380))
* **layer:** update partition name in the GovCloud workflow ([#5379](https://github.com/aws-powertools/powertools-lambda-python/issues/5379))
## Documentation
* Add GovCloud layer info ([#5414](https://github.com/aws-powertools/powertools-lambda-python/issues/5414))
* **event_handler:** add Terraform payload info for API Gateway HTTP API ([#5351](https://github.com/aws-powertools/powertools-lambda-python/issues/5351))
* **examples:** temporarily fix SAR version to v2.x ([#5360](https://github.com/aws-powertools/powertools-lambda-python/issues/5360))
* **layer:** update layer version number ([#5344](https://github.com/aws-powertools/powertools-lambda-python/issues/5344))
* **upgrade_guide:** update Lambda layer name ([#5347](https://github.com/aws-powertools/powertools-lambda-python/issues/5347))
## Features
* **ci:** GovCloud Layer Workflow ([#5261](https://github.com/aws-powertools/powertools-lambda-python/issues/5261))
* **logger:** add thread safe logging keys ([#5141](https://github.com/aws-powertools/powertools-lambda-python/issues/5141))
## Maintenance
* version bump
* **ci:** new pre-release 3.1.1a0 ([#5353](https://github.com/aws-powertools/powertools-lambda-python/issues/5353))
* **ci:** Add dump of govcloud layer info in verify step ([#5415](https://github.com/aws-powertools/powertools-lambda-python/issues/5415))
* **deps:** bump squidfunk/mkdocs-material from `f9cb76d` to `0d4e687` in /docs ([#5395](https://github.com/aws-powertools/powertools-lambda-python/issues/5395))
* **deps:** bump actions/upload-artifact from 4.4.1 to 4.4.3 ([#5357](https://github.com/aws-powertools/powertools-lambda-python/issues/5357))
* **deps:** bump squidfunk/mkdocs-material from `8e8b333` to `f9cb76d` in /docs ([#5366](https://github.com/aws-powertools/powertools-lambda-python/issues/5366))
* **deps:** bump zgosalvez/github-actions-ensure-sha-pinned-actions from 3.0.14 to 3.0.15 ([#5418](https://github.com/aws-powertools/powertools-lambda-python/issues/5418))
* **deps:** bump jsonpath-ng from 1.6.1 to 1.7.0 ([#5369](https://github.com/aws-powertools/powertools-lambda-python/issues/5369))
* **deps:** bump squidfunk/mkdocs-material from `0d4e687` to `31eb7f7` in /docs ([#5417](https://github.com/aws-powertools/powertools-lambda-python/issues/5417))
* **deps:** bump actions/upload-artifact from 4.4.0 to 4.4.3 ([#5373](https://github.com/aws-powertools/powertools-lambda-python/issues/5373))
* **deps-dev:** bump boto3-stubs from 1.35.38 to 1.35.39 ([#5370](https://github.com/aws-powertools/powertools-lambda-python/issues/5370))
* **deps-dev:** bump boto3-stubs from 1.35.39 to 1.35.41 ([#5392](https://github.com/aws-powertools/powertools-lambda-python/issues/5392))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.161.1a0 to 2.162.1a0 ([#5386](https://github.com/aws-powertools/powertools-lambda-python/issues/5386))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.274 to 0.1.275 ([#5406](https://github.com/aws-powertools/powertools-lambda-python/issues/5406))
* **deps-dev:** bump boto3-stubs from 1.35.43 to 1.35.44 ([#5407](https://github.com/aws-powertools/powertools-lambda-python/issues/5407))
* **deps-dev:** bump cfn-lint from 1.17.2 to 1.18.1 ([#5423](https://github.com/aws-powertools/powertools-lambda-python/issues/5423))
* **deps-dev:** bump cfn-lint from 1.17.1 to 1.17.2 ([#5408](https://github.com/aws-powertools/powertools-lambda-python/issues/5408))
* **deps-dev:** bump aws-cdk-lib from 2.161.1 to 2.162.1 ([#5371](https://github.com/aws-powertools/powertools-lambda-python/issues/5371))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.273 to 0.1.274 ([#5394](https://github.com/aws-powertools/powertools-lambda-python/issues/5394))
* **deps-dev:** bump aws-cdk from 2.161.1 to 2.162.1 ([#5372](https://github.com/aws-powertools/powertools-lambda-python/issues/5372))
* **deps-dev:** bump boto3-stubs from 1.35.41 to 1.35.42 ([#5397](https://github.com/aws-powertools/powertools-lambda-python/issues/5397))
* **deps-dev:** bump cfn-lint from 1.16.1 to 1.17.1 ([#5404](https://github.com/aws-powertools/powertools-lambda-python/issues/5404))
* **deps-dev:** bump mkdocs-material from 9.5.40 to 9.5.41 ([#5393](https://github.com/aws-powertools/powertools-lambda-python/issues/5393))
* **deps-dev:** bump cfn-lint from 1.16.0 to 1.16.1 ([#5363](https://github.com/aws-powertools/powertools-lambda-python/issues/5363))
* **deps-dev:** bump boto3-stubs from 1.35.37 to 1.35.38 ([#5364](https://github.com/aws-powertools/powertools-lambda-python/issues/5364))
* **deps-dev:** bump mkdocs-material from 9.5.39 to 9.5.40 ([#5365](https://github.com/aws-powertools/powertools-lambda-python/issues/5365))
* **deps-dev:** bump ruff from 0.6.9 to 0.7.0 ([#5403](https://github.com/aws-powertools/powertools-lambda-python/issues/5403))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.275 to 0.1.277 ([#5419](https://github.com/aws-powertools/powertools-lambda-python/issues/5419))
* **deps-dev:** bump boto3-stubs from 1.35.42 to 1.35.43 ([#5402](https://github.com/aws-powertools/powertools-lambda-python/issues/5402))
* **deps-dev:** bump boto3-stubs from 1.35.36 to 1.35.37 ([#5356](https://github.com/aws-powertools/powertools-lambda-python/issues/5356))
* **deps-dev:** bump nox from 2024.4.15 to 2024.10.9 ([#5355](https://github.com/aws-powertools/powertools-lambda-python/issues/5355))
* **deps-dev:** bump mkdocs-material from 9.5.41 to 9.5.42 ([#5420](https://github.com/aws-powertools/powertools-lambda-python/issues/5420))
* **deps-dev:** bump boto3-stubs from 1.35.44 to 1.35.45 ([#5421](https://github.com/aws-powertools/powertools-lambda-python/issues/5421))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.161.0a0 to 2.161.1a0 ([#5349](https://github.com/aws-powertools/powertools-lambda-python/issues/5349))
* **deps-dev:** bump boto3-stubs from 1.35.35 to 1.35.36 ([#5350](https://github.com/aws-powertools/powertools-lambda-python/issues/5350))
* **deps-dev:** bump sentry-sdk from 2.15.0 to 2.16.0 ([#5348](https://github.com/aws-powertools/powertools-lambda-python/issues/5348))
* **deps-dev:** bump sentry-sdk from 2.16.0 to 2.17.0 ([#5400](https://github.com/aws-powertools/powertools-lambda-python/issues/5400))
* **docs:** remove layer callout from data masking docs ([#5377](https://github.com/aws-powertools/powertools-lambda-python/issues/5377))
<a name="v3.1.0"></a>
## [v3.1.0] - 2024-10-08
## Bug Fixes
* **ci:** Layer Rename Fix ([#5291](https://github.com/aws-powertools/powertools-lambda-python/issues/5291))
* **ci:** layer rename ([#5283](https://github.com/aws-powertools/powertools-lambda-python/issues/5283))
* **idempotency:** fix response hook invocation when function returns None ([#5251](https://github.com/aws-powertools/powertools-lambda-python/issues/5251))
* **layer:** reverting SSM parameter name ([#5340](https://github.com/aws-powertools/powertools-lambda-python/issues/5340))
* **layers:** rename Lambda layer name from x86 to x86_64 ([#5226](https://github.com/aws-powertools/powertools-lambda-python/issues/5226))
* **parser:** fallback to `validate_python` when using `type[Model]` and nested models ([#5313](https://github.com/aws-powertools/powertools-lambda-python/issues/5313))
* **parser:** revert a regression in v3 when raising ValidationError ([#5259](https://github.com/aws-powertools/powertools-lambda-python/issues/5259))
* **parser:** make size and etag optional for LifecycleExpiration events in S3 ([#5250](https://github.com/aws-powertools/powertools-lambda-python/issues/5250))
## Code Refactoring
* **examples:** fix issues reported by SonarCloud and Scorecard ([#5315](https://github.com/aws-powertools/powertools-lambda-python/issues/5315))
## Documentation
* **idempotency:** fix description in `Advanced` table ([#5191](https://github.com/aws-powertools/powertools-lambda-python/issues/5191))
* **metrics:** fix test references ([#5265](https://github.com/aws-powertools/powertools-lambda-python/issues/5265))
* **public_reference:** add Flyweight as a public reference ([#5322](https://github.com/aws-powertools/powertools-lambda-python/issues/5322))
* **upgrade_guide:** update upgrade guide with Pydantic information ([#5316](https://github.com/aws-powertools/powertools-lambda-python/issues/5316))
* **v3:** fix small things in the documentation ([#5224](https://github.com/aws-powertools/powertools-lambda-python/issues/5224))
* **versioning:** add v2 maintainance mode banner ([#5240](https://github.com/aws-powertools/powertools-lambda-python/issues/5240))
## Features
* **event_source:** add CodeDeploy Lifecycle Hook event ([#5219](https://github.com/aws-powertools/powertools-lambda-python/issues/5219))
* **openapi:** enable direct list input in Examples model ([#5318](https://github.com/aws-powertools/powertools-lambda-python/issues/5318))
## Maintenance
* version bump
* **ci:** new pre-release 3.0.1a7 ([#5299](https://github.com/aws-powertools/powertools-lambda-python/issues/5299))
* **ci:** new pre-release 3.0.1a3 ([#5270](https://github.com/aws-powertools/powertools-lambda-python/issues/5270))
* **ci:** new pre-release 3.0.1a4 ([#5277](https://github.com/aws-powertools/powertools-lambda-python/issues/5277))
* **ci:** new pre-release 3.0.1a2 ([#5258](https://github.com/aws-powertools/powertools-lambda-python/issues/5258))
* **ci:** new pre-release 3.0.1a5 ([#5288](https://github.com/aws-powertools/powertools-lambda-python/issues/5288))
* **ci:** new pre-release 3.0.1a9 ([#5337](https://github.com/aws-powertools/powertools-lambda-python/issues/5337))
* **ci:** new pre-release 3.0.1a8 ([#5323](https://github.com/aws-powertools/powertools-lambda-python/issues/5323))
* **ci:** new pre-release 3.0.1a0 ([#5220](https://github.com/aws-powertools/powertools-lambda-python/issues/5220))
* **ci:** new pre-release 3.0.1a1 ([#5247](https://github.com/aws-powertools/powertools-lambda-python/issues/5247))
* **ci:** new pre-release 3.0.1a6 ([#5293](https://github.com/aws-powertools/powertools-lambda-python/issues/5293))
* **deps:** bump actions/download-artifact from 4.1.7 to 4.1.8 ([#5203](https://github.com/aws-powertools/powertools-lambda-python/issues/5203))
* **deps:** bump squidfunk/mkdocs-material from `22a429f` to `08fbf58` in /docs ([#5243](https://github.com/aws-powertools/powertools-lambda-python/issues/5243))
* **deps:** bump docker/setup-buildx-action from 3.6.1 to 3.7.0 ([#5298](https://github.com/aws-powertools/powertools-lambda-python/issues/5298))
* **deps:** bump actions/checkout from 4.1.7 to 4.2.0 ([#5244](https://github.com/aws-powertools/powertools-lambda-python/issues/5244))
* **deps:** bump actions/setup-node from 4.0.3 to 4.0.4 ([#5186](https://github.com/aws-powertools/powertools-lambda-python/issues/5186))
* **deps:** bump docker/setup-buildx-action from 3.7.0 to 3.7.1 ([#5310](https://github.com/aws-powertools/powertools-lambda-python/issues/5310))
* **deps:** bump pypa/gh-action-pypi-publish from 1.10.2 to 1.10.3 ([#5311](https://github.com/aws-powertools/powertools-lambda-python/issues/5311))
* **deps:** bump squidfunk/mkdocs-material from `a2e3a31` to `22a429f` in /docs ([#5201](https://github.com/aws-powertools/powertools-lambda-python/issues/5201))
* **deps:** bump pypa/gh-action-pypi-publish from 1.10.1 to 1.10.2 ([#5202](https://github.com/aws-powertools/powertools-lambda-python/issues/5202))
* **deps:** bump actions/checkout from 4.2.0 to 4.2.1 ([#5329](https://github.com/aws-powertools/powertools-lambda-python/issues/5329))
* **deps:** bump squidfunk/mkdocs-material from `08fbf58` to `7aea359` in /docs ([#5253](https://github.com/aws-powertools/powertools-lambda-python/issues/5253))
* **deps:** bump actions/setup-python from 5.1.0 to 5.2.0 ([#5204](https://github.com/aws-powertools/powertools-lambda-python/issues/5204))
* **deps:** bump codecov/codecov-action from 4.5.0 to 4.6.0 ([#5287](https://github.com/aws-powertools/powertools-lambda-python/issues/5287))
* **deps:** bump redis from 5.1.0 to 5.1.1 ([#5331](https://github.com/aws-powertools/powertools-lambda-python/issues/5331))
* **deps:** bump actions/checkout from 4.1.6 to 4.1.7 ([#5206](https://github.com/aws-powertools/powertools-lambda-python/issues/5206))
* **deps:** bump actions/upload-artifact from 4.4.0 to 4.4.1 ([#5328](https://github.com/aws-powertools/powertools-lambda-python/issues/5328))
* **deps:** bump actions/upload-artifact from 4.3.3 to 4.4.0 ([#5217](https://github.com/aws-powertools/powertools-lambda-python/issues/5217))
* **deps:** bump zgosalvez/github-actions-ensure-sha-pinned-actions from 3.0.12 to 3.0.13 ([#5276](https://github.com/aws-powertools/powertools-lambda-python/issues/5276))
* **deps:** bump redis from 5.0.8 to 5.1.0 ([#5264](https://github.com/aws-powertools/powertools-lambda-python/issues/5264))
* **deps:** bump datadog-lambda from 6.98.0 to 6.99.0 ([#5333](https://github.com/aws-powertools/powertools-lambda-python/issues/5333))
* **deps:** bump squidfunk/mkdocs-material from `7aea359` to `8e8b333` in /docs ([#5272](https://github.com/aws-powertools/powertools-lambda-python/issues/5272))
* **deps:** bump zgosalvez/github-actions-ensure-sha-pinned-actions from 3.0.13 to 3.0.14 ([#5330](https://github.com/aws-powertools/powertools-lambda-python/issues/5330))
* **deps:** bump docker/setup-qemu-action from 3.0.0 to 3.2.0 ([#5205](https://github.com/aws-powertools/powertools-lambda-python/issues/5205))
* **deps-dev:** bump mkdocs-material from 9.5.38 to 9.5.39 ([#5273](https://github.com/aws-powertools/powertools-lambda-python/issues/5273))
* **deps-dev:** bump cfn-lint from 1.15.1 to 1.15.2 ([#5274](https://github.com/aws-powertools/powertools-lambda-python/issues/5274))
* **deps-dev:** bump boto3-stubs from 1.35.28 to 1.35.29 ([#5263](https://github.com/aws-powertools/powertools-lambda-python/issues/5263))
* **deps-dev:** bump boto3-stubs from 1.35.34 to 1.35.35 ([#5334](https://github.com/aws-powertools/powertools-lambda-python/issues/5334))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.270 to 0.1.271 ([#5284](https://github.com/aws-powertools/powertools-lambda-python/issues/5284))
* **deps-dev:** bump mkdocs-material from 9.5.37 to 9.5.38 ([#5255](https://github.com/aws-powertools/powertools-lambda-python/issues/5255))
* **deps-dev:** bump ruff from 0.6.7 to 0.6.8 ([#5254](https://github.com/aws-powertools/powertools-lambda-python/issues/5254))
* **deps-dev:** bump boto3-stubs from 1.35.27 to 1.35.28 ([#5256](https://github.com/aws-powertools/powertools-lambda-python/issues/5256))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.269 to 0.1.270 ([#5257](https://github.com/aws-powertools/powertools-lambda-python/issues/5257))
* **deps-dev:** bump sentry-sdk from 2.14.0 to 2.15.0 ([#5285](https://github.com/aws-powertools/powertools-lambda-python/issues/5285))
* **deps-dev:** bump boto3-stubs from 1.35.29 to 1.35.31 ([#5286](https://github.com/aws-powertools/powertools-lambda-python/issues/5286))
* **deps-dev:** bump boto3-stubs from 1.35.31 to 1.35.32 ([#5292](https://github.com/aws-powertools/powertools-lambda-python/issues/5292))
* **deps-dev:** bump aws-cdk-lib from 2.161.0 to 2.161.1 ([#5335](https://github.com/aws-powertools/powertools-lambda-python/issues/5335))
* **deps-dev:** bump boto3-stubs from 1.35.32 to 1.35.33 ([#5295](https://github.com/aws-powertools/powertools-lambda-python/issues/5295))
* **deps-dev:** bump types-python-dateutil from 2.9.0.20240906 to 2.9.0.20241003 ([#5296](https://github.com/aws-powertools/powertools-lambda-python/issues/5296))
* **deps-dev:** bump boto3-stubs from 1.35.26 to 1.35.27 ([#5242](https://github.com/aws-powertools/powertools-lambda-python/issues/5242))
* **deps-dev:** bump mkdocs-material from 9.5.36 to 9.5.37 ([#5241](https://github.com/aws-powertools/powertools-lambda-python/issues/5241))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.271 to 0.1.272 ([#5297](https://github.com/aws-powertools/powertools-lambda-python/issues/5297))
* **deps-dev:** bump boto3-stubs from 1.35.25 to 1.35.26 ([#5234](https://github.com/aws-powertools/powertools-lambda-python/issues/5234))
* **deps-dev:** bump aws-cdk from 2.159.1 to 2.160.0 ([#5233](https://github.com/aws-powertools/powertools-lambda-python/issues/5233))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.159.1a0 to 2.160.0a0 ([#5235](https://github.com/aws-powertools/powertools-lambda-python/issues/5235))
* **deps-dev:** bump aws-cdk-lib from 2.159.1 to 2.160.0 ([#5230](https://github.com/aws-powertools/powertools-lambda-python/issues/5230))
* **deps-dev:** bump cfn-lint from 1.15.0 to 1.15.1 ([#5232](https://github.com/aws-powertools/powertools-lambda-python/issues/5232))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.158.0a0 to 2.159.1a0 ([#5231](https://github.com/aws-powertools/powertools-lambda-python/issues/5231))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.268 to 0.1.269 ([#5229](https://github.com/aws-powertools/powertools-lambda-python/issues/5229))
* **deps-dev:** bump aws-cdk-lib from 2.160.0 to 2.161.0 ([#5304](https://github.com/aws-powertools/powertools-lambda-python/issues/5304))
* **deps-dev:** bump boto3-stubs from 1.35.33 to 1.35.34 ([#5306](https://github.com/aws-powertools/powertools-lambda-python/issues/5306))
* **deps-dev:** bump types-redis from 4.6.0.20240903 to 4.6.0.20241004 ([#5307](https://github.com/aws-powertools/powertools-lambda-python/issues/5307))
* **deps-dev:** bump aws-cdk-lib from 2.158.0 to 2.159.1 ([#5208](https://github.com/aws-powertools/powertools-lambda-python/issues/5208))
* **deps-dev:** bump ruff from 0.6.4 to 0.6.7 ([#5207](https://github.com/aws-powertools/powertools-lambda-python/issues/5207))
* **deps-dev:** bump aws-cdk from 2.157.0 to 2.159.1 ([#5194](https://github.com/aws-powertools/powertools-lambda-python/issues/5194))
* **deps-dev:** bump aws-cdk from 2.160.0 to 2.161.0 ([#5309](https://github.com/aws-powertools/powertools-lambda-python/issues/5309))
* **deps-dev:** bump ruff from 0.6.8 to 0.6.9 ([#5308](https://github.com/aws-powertools/powertools-lambda-python/issues/5308))
* **deps-dev:** bump cfn-lint from 1.15.2 to 1.16.0 ([#5305](https://github.com/aws-powertools/powertools-lambda-python/issues/5305))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.160.0a0 to 2.161.0a0 ([#5332](https://github.com/aws-powertools/powertools-lambda-python/issues/5332))
* **deps-dev:** bump aws-cdk from 2.161.0 to 2.161.1 ([#5327](https://github.com/aws-powertools/powertools-lambda-python/issues/5327))
* **deps-dev:** bump mkdocs-material from 9.5.34 to 9.5.36 ([#5210](https://github.com/aws-powertools/powertools-lambda-python/issues/5210))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.272 to 0.1.273 ([#5336](https://github.com/aws-powertools/powertools-lambda-python/issues/5336))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.264 to 0.1.268 ([#5216](https://github.com/aws-powertools/powertools-lambda-python/issues/5216))
* **deps-dev:** bump multiprocess from 0.70.16 to 0.70.17 ([#5275](https://github.com/aws-powertools/powertools-lambda-python/issues/5275))
* **deps-dev:** bump boto3-stubs from 1.35.17 to 1.35.25 ([#5218](https://github.com/aws-powertools/powertools-lambda-python/issues/5218))
* **deps-dev:** bump bandit from 1.7.9 to 1.7.10 ([#5214](https://github.com/aws-powertools/powertools-lambda-python/issues/5214))
* **deps-dev:** bump cfn-lint from 1.12.4 to 1.15.0 ([#5215](https://github.com/aws-powertools/powertools-lambda-python/issues/5215))
* **docs:** recreate requirements.txt file for mkdocs container ([#5246](https://github.com/aws-powertools/powertools-lambda-python/issues/5246))
* **tests:** fix e2e tests in Idempotency utility ([#5280](https://github.com/aws-powertools/powertools-lambda-python/issues/5280))
<a name="v3.0.0"></a>
## [v3.0.0] - 2024-09-23
## Bug Fixes
* **v3:** revert unnecessary changes that impacts v3 ([#5087](https://github.com/aws-powertools/powertools-lambda-python/issues/5087))
## Code Refactoring
* **batch:** add from __future__ import annotations ([#4993](https://github.com/aws-powertools/powertools-lambda-python/issues/4993))
* **batch_processing:** mark batch_processor and async_batch_processor as deprecated ([#4910](https://github.com/aws-powertools/powertools-lambda-python/issues/4910))
* **data_classes:** add from __future__ import annotations ([#4939](https://github.com/aws-powertools/powertools-lambda-python/issues/4939))
* **data_masking:** add from __future__ import annotations ([#4945](https://github.com/aws-powertools/powertools-lambda-python/issues/4945))
* **event_handler:** add from __future__ import annotations ([#4992](https://github.com/aws-powertools/powertools-lambda-python/issues/4992))
* **event_handler:** add from __future__ import annotations in the Middlewares ([#4975](https://github.com/aws-powertools/powertools-lambda-python/issues/4975))
* **feature_flags:** add from __future__ import annotations ([#4960](https://github.com/aws-powertools/powertools-lambda-python/issues/4960))
* **general:** drop pydantic v1 ([#4305](https://github.com/aws-powertools/powertools-lambda-python/issues/4305))
* **idempotency:** add from __future__ import annotations ([#4961](https://github.com/aws-powertools/powertools-lambda-python/issues/4961))
* **jmespath_utils:** deprecate extract_data_from_envelope in favor of query ([#4907](https://github.com/aws-powertools/powertools-lambda-python/issues/4907))
* **jmespath_utils:** add from __future__ import annotations ([#4962](https://github.com/aws-powertools/powertools-lambda-python/issues/4962))
* **logging:** add from __future__ import annotations ([#4940](https://github.com/aws-powertools/powertools-lambda-python/issues/4940))
* **metrics:** add from __future__ import annotations ([#4944](https://github.com/aws-powertools/powertools-lambda-python/issues/4944))
* **middleware_factory:** add from __future__ import annotations ([#4941](https://github.com/aws-powertools/powertools-lambda-python/issues/4941))
* **openapi:** add from __future__ import annotations ([#4990](https://github.com/aws-powertools/powertools-lambda-python/issues/4990))
* **parameters:** deprecate the config parameter in favor of boto_config ([#4893](https://github.com/aws-powertools/powertools-lambda-python/issues/4893))
* **parameters:** add top-level get_multiple method in SSMProvider class ([#4785](https://github.com/aws-powertools/powertools-lambda-python/issues/4785))
* **parameters:** add from __future__ import annotations ([#4976](https://github.com/aws-powertools/powertools-lambda-python/issues/4976))
* **parameters:** increase default max_age (cache) to 5 minutes ([#4279](https://github.com/aws-powertools/powertools-lambda-python/issues/4279))
* **parser:** add from __future__ import annotations ([#4977](https://github.com/aws-powertools/powertools-lambda-python/issues/4977))
* **parser:** add from __future__ import annotations ([#4983](https://github.com/aws-powertools/powertools-lambda-python/issues/4983))
* **shared:** add from __future__ import annotations ([#4942](https://github.com/aws-powertools/powertools-lambda-python/issues/4942))
* **streaming:** add from __future__ import annotations ([#4987](https://github.com/aws-powertools/powertools-lambda-python/issues/4987))
* **tracing:** add from __future__ import annotations ([#4943](https://github.com/aws-powertools/powertools-lambda-python/issues/4943))
* **typing:** add from __future__ import annotations ([#4985](https://github.com/aws-powertools/powertools-lambda-python/issues/4985))
* **typing:** enable TCH, UP and FA100 ruff rules ([#5017](https://github.com/aws-powertools/powertools-lambda-python/issues/5017))
* **typing:** reduce aws_lambda_powertools.shared.types usage ([#4896](https://github.com/aws-powertools/powertools-lambda-python/issues/4896))
* **typing:** enable boto3 implicit type annotations ([#4692](https://github.com/aws-powertools/powertools-lambda-python/issues/4692))
* **typing:** move more types into TYPE_CHECKING ([#5088](https://github.com/aws-powertools/powertools-lambda-python/issues/5088))
* **validation:** add from __future__ import annotations ([#4984](https://github.com/aws-powertools/powertools-lambda-python/issues/4984))
## Documentation
* **upgrade_guide:** create upgrade guide from v2 to v3 ([#5028](https://github.com/aws-powertools/powertools-lambda-python/issues/5028))
## Features
* **data_classes:** return empty dict or list instead of None ([#4606](https://github.com/aws-powertools/powertools-lambda-python/issues/4606))
* **event_handler:** Ensure Bedrock Agents resolver works with Pydantic v2 ([#5156](https://github.com/aws-powertools/powertools-lambda-python/issues/5156))
* **idempotency:** simplify access to expiration time in `DataRecord` class ([#5082](https://github.com/aws-powertools/powertools-lambda-python/issues/5082))
* **lambda-layer:** add pipeline to build Lambda layer in v3 ([#4826](https://github.com/aws-powertools/powertools-lambda-python/issues/4826))
* **parser:** Adds DDB deserialization to DynamoDBStreamChangedRecordModel ([#4401](https://github.com/aws-powertools/powertools-lambda-python/issues/4401))
* **parser:** Allow primitive data types to be parsed using TypeAdapter ([#4502](https://github.com/aws-powertools/powertools-lambda-python/issues/4502))