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CHANGELOG.md

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# Changelog
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<a name="1.6.0"></a>
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## [1.6.0](https://github.com/SeldonIO/MLServer/releases/tag/1.6.0) - 26 Jun 2024
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## Overview
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### Upgrades
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MLServer supports Pydantic V2.
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### Features
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MLServer supports streaming data to and from your models.
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Streaming support is available for both the REST and gRPC servers:
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* for the REST server is limited only to server streaming. This means that the client sends a single request to the server, and the server responds with a stream of data.
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* for the gRPC server is available for both client and server streaming. This means that the client sends a stream of data to the server, and the server responds with a stream of data.
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See our [docs](https://mlserver.readthedocs.io/en/1.6.0/user-guide/streaming.html) and [example](https://mlserver.readthedocs.io/en/1.6.0/examples/streaming/README.html) for more details.
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## What's Changed
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* fix(ci): fix typo in CI name by [@sakoush](https://github.com/sakoush) in https://github.com/SeldonIO/MLServer/pull/1623
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* Update CHANGELOG by [@github-actions](https://github.com/github-actions) in https://github.com/SeldonIO/MLServer/pull/1624
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* Re-generate License Info by [@github-actions](https://github.com/github-actions) in https://github.com/SeldonIO/MLServer/pull/1634
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* Fix mlserver_huggingface settings device type by [@geodavic](https://github.com/geodavic) in https://github.com/SeldonIO/MLServer/pull/1486
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* fix: Adjust HF tests post-merge of PR [#1486](https://github.com/SeldonIO/MLServer/issues/1486) by [@sakoush](https://github.com/sakoush) in https://github.com/SeldonIO/MLServer/pull/1635
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* Update README.md w licensing clarification by [@paulb-seldon](https://github.com/paulb-seldon) in https://github.com/SeldonIO/MLServer/pull/1636
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* Re-generate License Info by [@github-actions](https://github.com/github-actions) in https://github.com/SeldonIO/MLServer/pull/1642
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* fix(ci): optimise disk space for GH workers by [@sakoush](https://github.com/sakoush) in https://github.com/SeldonIO/MLServer/pull/1644
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* build: Update maintainers by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1659
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* fix: Missing f-string directives by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1677
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* build: Add Catboost runtime to Dependabot by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1689
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* Fix JSON input shapes by [@ReveStobinson](https://github.com/ReveStobinson) in https://github.com/SeldonIO/MLServer/pull/1679
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* build(deps): bump alibi-detect from 0.11.5 to 0.12.0 by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1702
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* build(deps): bump alibi from 0.9.5 to 0.9.6 by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1704
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* Docs correction - Updated README.md in mlflow to match column names order by [@vivekk0903](https://github.com/vivekk0903) in https://github.com/SeldonIO/MLServer/pull/1703
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* fix(runtimes): Remove unused Pydantic dependencies by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1725
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* test: Detect generate failures by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1729
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* build: Add granularity in types generation by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1749
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* Migrate to Pydantic v2 by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1748
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* Re-generate License Info by [@github-actions](https://github.com/github-actions) in https://github.com/SeldonIO/MLServer/pull/1753
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* Revert "build(deps): bump uvicorn from 0.28.0 to 0.29.0" by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1758
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* refactor(pydantic): Remaining migrations for deprecated functions by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1757
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* Fixed openapi dataplane.yaml by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1752
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* fix(pandas): Use Pydantic v2 compatible type by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1760
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* Fix Pandas codec decoding from numpy arrays by [@lhnwrk](https://github.com/lhnwrk) in https://github.com/SeldonIO/MLServer/pull/1751
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* build: Bump versions for Read the Docs by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1761
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* docs: Remove quotes around local TOC by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1764
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* Spawn worker in custom environment by [@lhnwrk](https://github.com/lhnwrk) in https://github.com/SeldonIO/MLServer/pull/1739
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* Re-generate License Info by [@github-actions](https://github.com/github-actions) in https://github.com/SeldonIO/MLServer/pull/1767
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* basic contributing guide on contributing and opening a PR by [@bohemia420](https://github.com/bohemia420) in https://github.com/SeldonIO/MLServer/pull/1773
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* Inference streaming support by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1750
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* Re-generate License Info by [@github-actions](https://github.com/github-actions) in https://github.com/SeldonIO/MLServer/pull/1779
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* build: Lock GitHub runners' OS by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1765
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* Removed text-model form benchmarking by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1790
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* Bumped mlflow to 2.13.1 and gunicorn to 22.0.0 by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1791
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* Build(deps): Update to poetry version 1.8.3 in docker build by [@sakoush](https://github.com/sakoush) in https://github.com/SeldonIO/MLServer/pull/1792
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* Bumped werkzeug to 3.0.3 by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1793
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* Docs streaming by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1789
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* Bump uvicorn 0.30.1 by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1795
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* Fixes for all-runtimes by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1794
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* Fix BaseSettings import for pydantic v2 by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1798
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* Bumped preflight version to 1.9.7 by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1797
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* build: Install dependencies only in Tox environments by [@jesse-c](https://github.com/jesse-c) in https://github.com/SeldonIO/MLServer/pull/1785
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* Bumped to 1.6.0.dev2 by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1803
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* Fix CI/CD macos-huggingface by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1805
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* Fixed macos kafka CI by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1807
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* Update poetry lock by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1808
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* Re-generate License Info by [@github-actions](https://github.com/github-actions) in https://github.com/SeldonIO/MLServer/pull/1813
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* Fix/macos all runtimes by [@RobertSamoilescu](https://github.com/RobertSamoilescu) in https://github.com/SeldonIO/MLServer/pull/1823
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* fix: Update stale reviewer in licenses.yml workflow by [@sakoush](https://github.com/sakoush) in https://github.com/SeldonIO/MLServer/pull/1824
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* ci: Merge changes from master to release branch by [@sakoush](https://github.com/sakoush) in https://github.com/SeldonIO/MLServer/pull/1825
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## New Contributors
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* [@paulb-seldon](https://github.com/paulb-seldon) made their first contribution in https://github.com/SeldonIO/MLServer/pull/1636
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* [@ReveStobinson](https://github.com/ReveStobinson) made their first contribution in https://github.com/SeldonIO/MLServer/pull/1679
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* [@vivekk0903](https://github.com/vivekk0903) made their first contribution in https://github.com/SeldonIO/MLServer/pull/1703
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* [@RobertSamoilescu](https://github.com/RobertSamoilescu) made their first contribution in https://github.com/SeldonIO/MLServer/pull/1752
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* [@lhnwrk](https://github.com/lhnwrk) made their first contribution in https://github.com/SeldonIO/MLServer/pull/1751
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* [@bohemia420](https://github.com/bohemia420) made their first contribution in https://github.com/SeldonIO/MLServer/pull/1773
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**Full Changelog**: https://github.com/SeldonIO/MLServer/compare/1.5.0...1.6.0
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[Changes][1.6.0]
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<a name="1.5.0"></a>
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## [1.5.0](https://github.com/SeldonIO/MLServer/releases/tag/1.5.0) - 05 Mar 2024
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<!-- Release notes generated using configuration in .github/release.yml at 1.5.0 -->
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## What's Changed
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* Update CHANGELOG by [@github-actions](https://github.com/github-actions) in https://github.com/SeldonIO/MLServer/pull/1592
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[Changes][1.1.0]
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[1.6.0]: https://github.com/SeldonIO/MLServer/compare/1.5.0...1.6.0
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[1.5.0]: https://github.com/SeldonIO/MLServer/compare/1.4.0...1.5.0
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[1.4.0]: https://github.com/SeldonIO/MLServer/compare/1.3.5...1.4.0
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[1.3.5]: https://github.com/SeldonIO/MLServer/compare/1.3.4...1.3.5

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