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[branch-51] Update Changelog (apache#18592)
## Which issue does this PR close? - part of apache#17558 ## Rationale for this change Per @xudong963 in apache#18567 (comment), we should update the changelog on `branch-51` to incorporate - apache#18567 ## What changes are included in this PR? Ran ```shell ./dev/release/generate-changelog.py 50.3.0 branch-51 51.0.0 > dev/changelog/51.0.0.md npx prettier@2.7.1 --write '{datafusion,datafusion-cli,datafusion-examples,dev,docs}/**/*.md' '!datafusion/CHANGELOG.md' README.md CONTRIBUTING.md ``` And checked in the results ## Are these changes tested? By CI ## Are there any user-facing changes? New changelog content
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dev/changelog/51.0.0.md

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# Apache DataFusion 51.0.0 Changelog
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This release consists of 531 commits from 128 contributors. See credits at the end of this changelog for more information.
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This release consists of 533 commits from 128 contributors. See credits at the end of this changelog for more information.
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See the [upgrade guide](https://datafusion.apache.org/library-user-guide/upgrading.html) for information on how to upgrade from previous versions.
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- feat: Add `reduction_factor` metric to `AggregateExec` for EXPLAIN ANALYZE [#18455](https://github.com/apache/datafusion/pull/18455) (petern48)
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- feat: support named arguments for aggregate and window udfs [#18389](https://github.com/apache/datafusion/pull/18389) (bubulalabu)
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- feat: Add selectivity metric to NestedLoopJoinExec for EXPLAIN ANALYZE [#18481](https://github.com/apache/datafusion/pull/18481) (petern48)
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- feat: Enhance `array_slice` functionality to support `ListView` and `LargeListView` types [#18432](https://github.com/apache/datafusion/pull/18432) (Weijun-H)
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**Fixed bugs:**
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- Fix instances of "the the" to be "the" in comments/docs [#18478](https://github.com/apache/datafusion/pull/18478) (corasaurus-hex)
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- Update roadmap links for DataFusion Q1 2026 [#18495](https://github.com/apache/datafusion/pull/18495) (alamb)
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- Add a SpillingPool to manage collections of spill files [#18207](https://github.com/apache/datafusion/pull/18207) (adriangb)
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- [branch-51] Update version to 51.0.0, add Changelog [#18551](https://github.com/apache/datafusion/pull/18551) (alamb)
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- [branch-51] Revert rewrite for coalesce, `nvl` and `nvl2` simplification [#18567](https://github.com/apache/datafusion/pull/18567) (alamb)
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**Other:**
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- Add comments to Cargo.toml about workspace overrides [#18526](https://github.com/apache/datafusion/pull/18526) (alamb)
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- minor: Remove inconsistent comment [#18539](https://github.com/apache/datafusion/pull/18539) (2010YOUY01)
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- Refactor `log()` signature to use coercion API + fixes [#18519](https://github.com/apache/datafusion/pull/18519) (Jefffrey)
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- chore(deps): bump taiki-e/install-action from 2.62.46 to 2.62.47 [#18508](https://github.com/apache/datafusion/pull/18508) (dependabot[bot])
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- Consolidate builtin functions examples (#18142) [#18523](https://github.com/apache/datafusion/pull/18523) (cj-zhukov)
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## Credits
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```
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88 dependabot[bot]
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49 Jeffrey Vo
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32 Andrew Lamb
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34 Andrew Lamb
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20 Yongting You
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19 Adrian Garcia Badaracco
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14 Blake Orth

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