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Fix invalid exit codes and enhance CLI validation tools

BUILD

CORE

DEPLOY

DOCS

PYTHON

R

Status: Open (in progress).

apache/sparknumber 51797

#51797 In apache/spark;

· manyamittal25 opened on Aug 3, 2025

[SPARK-53083][CORE][SQL][K8S][SS][TESTS] Use Java <code>Files.writeString</code> instead of <code>FileUtils.write</code>

BUILD

CORE

DSTREAM

KUBERNETES

SQL

STRUCTURED STREAMING

Status: Open (in progress).

apache/sparknumber 51795

#51795 In apache/spark;

· dongjoon-hyun opened on Aug 3, 2025

[SPARK-53081][CORE][SQL][CONNECT] Support <code>contentEquals</code> in <code>SparkFileUtils</code>

BUILD

CONNECT

SQL

Status: Open (in progress).

apache/sparknumber 51793

#51793 In apache/spark;

· dongjoon-hyun opened on Aug 2, 2025

[SPARK-53080][CORE][CONNECT] Support <code>cleanDirectory</code> in <code>SparkFileUtils</code> and <code>JavaUtils</code>

BUILD

CONNECT

ML

SQL

Status: Open (in progress).

apache/sparknumber 51792

#51792 In apache/spark;

· dongjoon-hyun opened on Aug 2, 2025

[SPARK-53067][BUILD] Increase GCLockerRetryAllocationCount for SBT

BUILD

Status: Open (in progress).

apache/sparknumber 51780

#51780 In apache/spark;

· pan3793 opened on Aug 1, 2025

[SPARK-52844][PYTHON] Update mlflow to 3.1.0

BUILD

INFRA

Status: Open (in progress).

apache/sparknumber 51774

#51774 In apache/spark;

· eschcam opened on Aug 1, 2025

[SPARK-52844][PYTHON] Update protobuf to 5.29.5

BUILD

INFRA

Status: Open (in progress).

apache/sparknumber 51747

#51747 In apache/spark;

· eschcam opened on Jul 31, 2025

[SPARK-53015][BUILD] Upgrade log4j to 2.25.1

BUILD

Status: Draft (not ready).

apache/sparknumber 51719

#51719 In apache/spark;

· LuciferYang opened on Jul 30, 2025

[SPARK-52996][TESTS] Update brace-expansion to 1.1.12

BUILD

Status: Open (in progress).

apache/sparknumber 51703

#51703 In apache/spark;

· eschcam opened on Jul 29, 2025

[SPARK-52980][PYTHON] Support Arrow Python UDTFs

BUILD

CONNECT

CORE

PYTHON

SQL

Status: Open (in progress).

apache/sparknumber 51692

#51692 In apache/spark;

· allisonwang-db opened on Jul 28, 2025

[SPARK-52844][PYTHON][TESTS] Update black to 24.3.0

BUILD

CONNECT

CORE

DSTREAM

INFRA

ML

MLLIB

PANDAS API ON SPARK

PYTHON

SQL

STRUCTURED STREAMING

Status: Open (in progress).

apache/sparknumber 51687

#51687 In apache/spark;

· eschcam opened on Jul 28, 2025

[SPARK-52942][YARN][BUILD] YARN External Shuffle Service jar should include <code>scala-library</code>

BUILD

Status: Open (in progress).

apache/sparknumber 51650

#51650 In apache/spark;

· pan3793 opened on Jul 24, 2025