[SPARK-45781][BUILD] Upgrade Arrow to 14.0.0 #43650
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Test first |
yaooqinn
approved these changes
Nov 4, 2023
beliefer
approved these changes
Nov 4, 2023
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Merged to master for Apache Spark 4.0.0! Thank you, @LuciferYang and all! |
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What changes were proposed in this pull request?
This pr upgrade Apache Arrow from 13.0.0 to 14.0.0.
Why are the changes needed?
The Apache Arrow 14.0.0 release brings a number of enhancements and bug fixes.
In terms of bug fixes, the release addresses several critical issues that were causing failures in integration jobs with Spark(GH-36332) and problems with importing empty data arrays(GH-37056). It also optimizes the process of appending variable length vectors(GH-37829) and includes C++ libraries for MacOS AARCH 64 in Java-Jars(GH-38076).
The new features and improvements focus on enhancing the handling and manipulation of data. This includes the introduction of DefaultVectorComparators for large types(GH-25659), support for extended expressions in ScannerBuilder(GH-34252), and the exposure of the VectorAppender class(GH-37246).
The release also brings enhancements to the development and testing process, with the CI environment now using JDK 21(GH-36994). In addition, the release introduces vector validation consistent with C++, ensuring consistency across different languages(GH-37702).
Furthermore, the usability of VarChar writers and binary writers has been improved with the addition of extra input methods(GH-37705), and VarCharWriter now supports writing from
TextandString(GH-37706). The release also adds typed getters for StructVector, improving the ease of accessing data(GH-37863).The full release notes as follows:
Does this PR introduce any user-facing change?
No
How was this patch tested?
Pass GitHub Actions
Was this patch authored or co-authored using generative AI tooling?
No