Notable Changes ⚠️

• AWS SDK for pandas now supports Python 3.13! 🎉
• Python 3.8 is no longer supported (reached end-of-life Oct 7 2024) 🚫
• AWS Lambda Layers: pyarrow was upgraded to 18.1.0
• AWS Lambda Layers: numpy was upgraded to 2.2.1

Features / Enhancements 🚀

• add support for Python 3.13 & deprecate Python 3.8 by @kukushking in #3045
• return opensearch aggregation top hits by @kukushking in #3059

Bugfixes 🐛

• fix: layers - add gcc10 to AL2 build image; build numpy and pandas from source by @kukushking in #3069

Security / Dependency Updates 🛡️

• update pyarrow to 18.1.0 in lambda layers by @kukushking in #3065
• unpin numpy in lambda layers (allow numpy 2.x) by @kukushking in #3068
• chore(deps): bump the production-dependencies group with 2 updates by @dependabot in #3039
• chore(deps-dev): bump the development-dependencies group with 4 updates by @dependabot in #3040
• chore(deps): bump the production-dependencies group with 3 updates by @dependabot in #3043
• chore(deps-dev): bump the development-dependencies group across 1 directory with 5 updates by @dependabot in #3047
• chore(deps): bump jinja2 from 3.1.4 to 3.1.5 by @dependabot in #3055
• chore(deps-dev): bump the development-dependencies group across 1 directory with 11 updates by @dependabot in #3057
• chore(deps): bump the production-dependencies group across 1 directory with 2 updates by @dependabot in #3064

Documentation / Workflows 📚

• exclude py3.13 windows minimal test by @jaidisido in #3058
• prepare 3.11.0 release by @kukushking in #3062
• chore: update layers.rst by @kukushking in #3070

Full Changelog: 3.10.1...3.11.0