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• 2026/08/05 [jira] [Created] (SPARK-58592) Redact secrets in persisted Master recovery state Yuming Wang (Jira)
• 2026/08/05 [jira] [Assigned] (SPARK-58562) Document subplan merging in the SQL performance tuning guide Peter Toth (Jira)
• 2026/08/05 [jira] [Resolved] (SPARK-58562) Document subplan merging in the SQL performance tuning guide Peter Toth (Jira)
• 2026/08/05 [jira] [Updated] (SPARK-58591) Spark Kubernetes Operator: OutOfMemoryError Caused by Thread Leak lifumao (Jira)
• 2026/08/05 [jira] [Updated] (SPARK-58591) Spark Kubernetes Operator: OutOfMemoryError Caused by Thread Leak lifumao (Jira)
• 2026/08/05 [jira] [Created] (SPARK-58591) Spark Kubernetes Operator: OutOfMemoryError Caused by Thread Leak lifumao (Jira)
• 2026/08/05 [jira] [Commented] (SPARK-27052) Using PySpark udf in transform yields NULL values Hyukjin Kwon (Jira)
• 2026/08/05 [jira] [Resolved] (SPARK-58552) Add total task time column to the SQL / DataFrame tab XiDuo You (Jira)
• 2026/08/05 [jira] [Updated] (SPARK-58552) Add total task time column to the SQL / DataFrame tab XiDuo You (Jira)
• 2026/08/05 [jira] [Assigned] (SPARK-58552) Add total task time column to the SQL / DataFrame tab XiDuo You (Jira)
• 2026/08/05 [jira] [Commented] (SPARK-58590) Remove obsolete pandas 0.24.0 version notes from datetime accessor docstrings Jira
• 2026/08/05 [jira] [Created] (SPARK-58590) Remove obsolete pandas 0.24.0 version notes from datetime accessor docstrings Jira
• 2026/08/05 [jira] [Updated] (SPARK-58590) Remove obsolete pandas 0.24.0 version notes from datetime accessor docstrings ASF GitHub Bot (Jira)
• 2026/08/05 [jira] [Commented] (SPARK-58589) Drop redundant .apply on Function1 encoders in StateTypesEncoderUtils Jira
• 2026/08/05 [jira] [Updated] (SPARK-58589) Drop redundant .apply on Function1 encoders in StateTypesEncoderUtils ASF GitHub Bot (Jira)
• 2026/08/05 [jira] [Commented] (SPARK-58589) Drop redundant .apply on Function1 encoders in StateTypesEncoderUtils Jira
• 2026/08/05 [jira] [Created] (SPARK-58589) Drop redundant .apply on Function1 encoders in StateTypesEncoderUtils Jira
• 2026/08/05 [jira] [Updated] (SPARK-58587) Move final IsotonicRegression PAV pass to executor ASF GitHub Bot (Jira)
• 2026/08/05 [jira] (SPARK-58384) OptimizeJoinCondition rewrites the null-safe-equality pattern under NOT, returning wrong rows Vicky Lu (Jira)
• 2026/08/05 [jira] [Updated] (SPARK-58384) OptimizeJoinCondition rewrites the null-safe-equality pattern under NOT, returning wrong rows ASF GitHub Bot (Jira)
• 2026/08/05 [jira] [Updated] (SPARK-58588) Return the broadcast hash join build side from JoinSelectionHelper instead of a Boolean ASF GitHub Bot (Jira)
• 2026/08/05 [jira] [Commented] (SPARK-58384) OptimizeJoinCondition rewrites the null-safe-equality pattern under NOT, returning wrong rows Vicky Lu (Jira)
• 2026/08/05 [jira] [Assigned] (SPARK-58545) Add tests for pa.Array.to_pandas with types_mapper Jira
• 2026/08/05 [jira] [Resolved] (SPARK-58545) Add tests for pa.Array.to_pandas with types_mapper Jira
• 2026/08/05 [jira] [Updated] (SPARK-58578) Mark ApplyFunctionExpression stateful to prevent reusedRow data races under concurrent evaluation ASF GitHub Bot (Jira)
• 2026/08/05 [jira] [Assigned] (SPARK-56573) Bigger default tablesample seed to reduce collision Wenchen Fan (Jira)
• 2026/08/05 [jira] [Resolved] (SPARK-56573) Bigger default tablesample seed to reduce collision Wenchen Fan (Jira)
• 2026/08/05 [jira] [Assigned] (SPARK-58547) Expose Spark Connect operation IDs for end-to-end request attribution Wenchen Fan (Jira)
• 2026/08/05 [jira] [Resolved] (SPARK-58547) Expose Spark Connect operation IDs for end-to-end request attribution Wenchen Fan (Jira)
• 2026/08/05 [jira] [Resolved] (SPARK-49828) Expose Column expressions as developer APIs Peter Toth (Jira)
• 2026/08/05 [jira] [Assigned] (SPARK-49828) Expose Column expressions as developer APIs Peter Toth (Jira)
• 2026/08/05 [jira] [Created] (SPARK-58588) Return the broadcast hash join build side from JoinSelectionHelper instead of a Boolean Yang Jie (Jira)
• 2026/08/05 [jira] [Updated] (SPARK-58587) Move final IsotonicRegression PAV pass to executor Ruifeng Zheng (Jira)
• 2026/08/05 [jira] [Created] (SPARK-58587) Use spillable sort for final IsotonicRegression pass Ruifeng Zheng (Jira)
• 2026/08/05 [jira] [Resolved] (SPARK-58550) Delay GaussianMixture aggregation allocations Jira
• 2026/08/05 [jira] [Assigned] (SPARK-58550) Delay GaussianMixture aggregation allocations Jira
• 2026/08/05 [jira] [Resolved] (SPARK-58576) Add tests for pa.Array.to_pandas with integer_object_nulls Jira
• 2026/08/05 [jira] [Assigned] (SPARK-58576) Add tests for pa.Array.to_pandas with integer_object_nulls Jira
• 2026/08/05 [jira] [Resolved] (SPARK-58583) Construct squared Euclidean silhouette stats on executors Jira
• 2026/08/05 [jira] [Assigned] (SPARK-58583) Construct squared Euclidean silhouette stats on executors Jira
• 2026/08/05 [jira] [Updated] (SPARK-57785) Support window RANGE frames with offset bounds over a TIME ORDER BY column ASF GitHub Bot (Jira)
• 2026/08/05 [jira] [Commented] (SPARK-58585) Extract a helper for INVALID_EXTERNAL_VALUE errors in CatalystTypeConverters Jira
• 2026/08/05 [jira] [Commented] (SPARK-58586) Use a supported Python version in the RDD guide PYSPARK_PYTHON example Jira
• 2026/08/05 [jira] [Updated] (SPARK-58586) Use a supported Python version in the RDD guide PYSPARK_PYTHON example ASF GitHub Bot (Jira)
• 2026/08/05 [jira] [Updated] (SPARK-58585) Extract a helper for INVALID_EXTERNAL_VALUE errors in CatalystTypeConverters ASF GitHub Bot (Jira)
• 2026/08/05 [jira] [Created] (SPARK-58585) Extract a helper for INVALID_EXTERNAL_VALUE errors in CatalystTypeConverters Jira
• 2026/08/05 [jira] [Created] (SPARK-58586) Use a supported Python version in the RDD guide PYSPARK_PYTHON example Jira
• 2026/08/05 [jira] [Assigned] (SPARK-58566) Add tests for QuotingUtils.quoteIdentifier and escapeSingleQuotedString Jira
• 2026/08/05 [jira] [Resolved] (SPARK-58566) Add tests for QuotingUtils.quoteIdentifier and escapeSingleQuotedString Jira
• 2026/08/05 [jira] [Updated] (SPARK-58582) Use native Spark function for NumPy fmod ASF GitHub Bot (Jira)
• 2026/08/05 [jira] [Updated] (SPARK-58581) Use native Spark function for NumPy floor_divide ASF GitHub Bot (Jira)
• 2026/08/05 [jira] [Resolved] (SPARK-58231) Add regression test for SVD++ aggregateMessages combiner Yicong Huang (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58575) Inline redundant error_class parameter in worker.py verify helpers Yicong Huang (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58575) Inline redundant error_class parameter in worker.py verify helpers Yicong Huang (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58577) Inline wrap_udf into the batched UDF dispatch branch in worker.py Yicong Huang (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58577) Inline wrap_udf into the batched UDF dispatch branch in worker.py Yicong Huang (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58577) Inline wrap_udf into the batched UDF dispatch branch in worker.py Yicong Huang (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58580) Use native Spark function for NumPy ldexp Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58580) Use native Spark function for NumPy ldexp Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58508) Activate pipelined shuffles for Real-Time Mode streaming queries to support Stateful Queries Wenchen Fan (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58508) Activate pipelined shuffles for Real-Time Mode streaming queries to support Stateful Queries Wenchen Fan (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58557) Reuse ML vector data type singleton Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58556) Show ML cache status in Spark Connect UI Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58550) Delay GaussianMixture aggregation allocations Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58583) Construct squared Euclidean silhouette stats on executors Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58584) Optimize ML implementations for Spark Connect server memory usage Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58583) Construct squared Euclidean silhouette stats on executors ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58583) Construct squared Euclidean silhouette stats on executors Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58582) Use native Spark function for NumPy fmod Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58581) Use native Spark function for NumPy floor_divide Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58548) Use native Spark function for NumPy heaviside Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58548) Use native Spark function for NumPy heaviside Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58295) Add to_base32 and from_base32 built-in functions Wenchen Fan (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58295) Add to_base32 and from_base32 built-in functions Wenchen Fan (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58295) Add to_base32 and from_base32 built-in functions Wenchen Fan (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-57487) Support distributed map join for medium-sized build tables via SQL hint Yu Gan (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-57487) Support distributed map join for medium-sized build tables via SQL hint Yu Gan (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-57487) Support distributed map join for medium-sized build tables via SQL hint Yu Gan (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-57487) Support distributed map join for medium-sized build tables via SQL hint Yu Gan (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-57591) [SQL] Read and infer ORC schema from archives Wenchen Fan (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58580) Use native Spark function for NumPy ldexp ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58181) Improve connect ML model size estimation Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58580) Use native Spark function for NumPy ldexp Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58181) Improve connect ML model size estimation Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58248) [SQL] Reuse single line inference path for JSON/XML archive inference Wenchen Fan (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58553) Use native Spark functions for NumPy fmax and fmin Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58553) Use native Spark functions for NumPy fmax and fmin Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58557) Reuse ML vector data type singleton Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58557) Reuse ML vector data type singleton Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58557) Reuse ML vector data type singleton Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58579) Support `TIME` type in `SparkSession.createDataFrame` Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58579) Support `TIME` type in `SparkSession.createDataFrame` ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58579) Support `TIME` type in `SparkSession.createDataFrame` Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58579) Support `TIME` type in `SparkSession.createDataFrame` Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-57937) Improve decimal division performance by dividing at the result scale Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-56677) Propagate filter conditions through Join nodes in PlanMerger Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-40193) Merge subquery plans with different filters Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58578) Mark ApplyFunctionExpression stateful to prevent reusedRow data races under concurrent evaluation Vinod KC (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58577) Inline wrap_udf into the batched UDF dispatch branch in worker.py ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58577) Inline wrap_udf into the batched UDF dispatch branch in worker.py Yicong Huang (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58204) Fix unprotected mutable state in RegExpReplace, RegExpExtractBase, StringTranslate, FormatNumber, and NamedLambdaVariable by marking them stateful Hyukjin Kwon (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58204) Fix unprotected mutable state in RegExpReplace, RegExpExtractBase, StringTranslate, FormatNumber, and NamedLambdaVariable by marking them stateful Hyukjin Kwon (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58205) Mark JSON/CSV/XML expressions stateful to prevent shared-evaluator data races Hyukjin Kwon (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58205) Mark JSON/CSV/XML expressions stateful to prevent shared-evaluator data races Hyukjin Kwon (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58389) Pass all options while loading tables Anton Okolnychyi (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58389) Pass all options while loading tables Anton Okolnychyi (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58576) Add tests for pa.Array.to_pandas with integer_object_nulls ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58576) Add tests for pa.Array.to_pandas with integer_object_nulls Haotian Sun (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58576) Add tests for pa.Array.to_pandas with integer_object_nulls Haotian Sun (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58575) Inline redundant error_class parameter in worker.py verify helpers ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58575) Inline redundant error_class parameter in worker.py verify helpers Yicong Huang (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58575) Inline redundant error_class parameter in worker.py verify helpers Yicong Huang (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58573) Replace defunct Jenkins test grouping with modern GitHub Actions grouping ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58569) Add documentation for Auto CDC (SCD Type 1) ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58574) Support `TIME` type literals in `lit` and SQL parameter binding Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58574) Support `TIME` type literals in `lit` and SQL parameter binding Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58574) Support `TIME` type literals in `lit` and SQL parameter binding ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58574) Support `TIME` type literals in `lit` and SQL parameter binding Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58565) Some operator Helm chart RBAC tests don't run due to misconfiguration Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58565) Some operator Helm chart RBAC tests don't run due to misconfiguration Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58573) Replace defunct Jenkins test grouping with modern GitHub Actions grouping Nicholas Chammas (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58529) Unify RESULT_ROWS_MISMATCH message and consolidate row count verification in worker.py Yicong Huang (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58529) Unify RESULT_ROWS_MISMATCH message and consolidate row count verification in worker.py Yicong Huang (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58567) Use nonEmpty/isEmpty instead of length comparisons in StateDataSource Jira
• 2026/08/04 [jira] [Updated] (SPARK-58545) Add tests for pa.Array.to_pandas with types_mapper ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58567) Use nonEmpty/isEmpty instead of length comparisons in StateDataSource Jira
• 2026/08/04 [jira] [Created] (SPARK-58572) Add Cross-SCD Fuzz Testing Anish Mahto (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58571) Support `TIME` type values in `DataFrame.collect` Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58571) Support `TIME` type values in `DataFrame.collect` Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58571) Support `TIME` type values in `DataFrame.collect` ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58570) Add documentation for Auto CDC (SCD Type 2) Andreas Neumann (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58571) Support `TIME` type values in `DataFrame.collect` Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58569) Add documentation for Auto CDC (SCD Type 1) Andreas Neumann (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58568) Support `TIME` type in `DataType.simpleString` Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58568) Support `TIME` type in `DataType.simpleString` Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58568) Support `TIME` type in `DataType.simpleString` ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58568) Support `TIME` type in `DataType.simpleString` Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58562) Document subplan merging in the SQL performance tuning guide Peter Toth (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58563) Support server-side error chain in `SparkConnectError` via `FetchErrorDetails` Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58518) DataSource.checkAndGlobPathIfNecessary duplicates every input path when globbing is disabled, so an unpartitioned relation returns duplicate rows ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58551) Python Data Sources Limit Pushdown API Ganesha S (Jira)
• 2026/08/04 [jira] [Commented] (SPARK-58567) Use nonEmpty/isEmpty instead of length comparisons in StateDataSource Jira
• 2026/08/04 [jira] [Updated] (SPARK-58567) Use nonEmpty/isEmpty instead of length comparisons in StateDataSource ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58567) Use nonEmpty/isEmpty instead of length comparisons in StateDataSource Jira
• 2026/08/04 [jira] [Created] (SPARK-58566) Add tests for QuotingUtils.quoteIdentifier and escapeSingleQuotedString Jira
• 2026/08/04 [jira] [Updated] (SPARK-58566) Add tests for QuotingUtils.quoteIdentifier and escapeSingleQuotedString ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Commented] (SPARK-58566) Add tests for QuotingUtils.quoteIdentifier and escapeSingleQuotedString Jira
• 2026/08/04 [jira] [Updated] (SPARK-58565) Some operator Helm chart RBAC tests don't run due to misconfiguration ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58562) Document subplan merging in the SQL performance tuning guide ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58435) Use named containsNull argument in KLL sketch ArrayType results Jira
• 2026/08/04 [jira] [Assigned] (SPARK-58435) Use named containsNull argument in KLL sketch ArrayType results Jira
• 2026/08/04 [jira] [Created] (SPARK-58565) Some operator Helm chart RBAC tests don't run due to misconfiguration Nicholas Barton (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58564) Some operator Helm chart RBAC tests don't run due to misconfiguration Nicholas Barton (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58563) Support server-side error chain in `SparkConnectError` via `FetchErrorDetails` Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Closed] (SPARK-51530) Client should support re-attachable execution Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-51530) Client should support re-attachable execution Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58560) Use Apache Spark `4.0.4` and `4.1.3` in CI Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58560) Use Apache Spark `4.0.4` and `4.1.3` in CI Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58557) Reuse ML vector data type singleton ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58563) Support server-side error chain in `SparkConnectError` via `FetchErrorDetails` ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58563) Support server-side error chain in `SparkConnectError` via `FetchErrorDetails` Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58562) Document subplan merging in the SQL performance tuning guide Peter Toth (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58558) Make requireAllClusterKeysForCoPartition check key coverage instead of exact match for SPJ Cheng Pan (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58561) Support backporting a PR merged into a non-default branch ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58561) Support backporting a PR merged into a non-default branch Jira
• 2026/08/04 [jira] [Commented] (SPARK-58561) Support backporting a PR merged into a non-default branch in merge_spark_pr.py Jira
• 2026/08/04 [jira] [Created] (SPARK-58561) Support backporting a PR merged into a non-default branch in merge_spark_pr.py Jira
• 2026/08/04 [jira] [Updated] (SPARK-58560) Use Apache Spark `4.0.4` and `4.1.3` in CI ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58560) Use Apache Spark `4.0.4` and `4.1.3` in CI Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58543) Support reattachable execution with `ReattachExecute` and `ReleaseExecute` Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Reopened] (SPARK-58404) Support bypassing partial WindowGroupLimit Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58404) Support bypassing partial WindowGroupLimit Dongjoon Hyun (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58559) Package all of sbin in PySpark classic ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Commented] (SPARK-58502) Make in-limit SQL test deterministic Jira
• 2026/08/04 [jira] [Created] (SPARK-58559) Package all of sbin in PySpark classic Nicholas Chammas (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58558) Remove requireAllClusterKeysForCoPartition as a gate for SPJ ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58558) Remove requireAllClusterKeysForCoPartition as a gate for SPJ Cheng Pan (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58558) Remove requireAllClusterKeysForCoPartition as a gate for SPJ Cheng Pan (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58546) Avoid redundant StringIndexer label lookups Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58546) Avoid redundant StringIndexer label lookups Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58394) [SQL] Use ZipFile instead of ZipArchiveInputStream Wenchen Fan (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58366) [SQL] Support JSON_TABLE table-valued function Wenchen Fan (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58366) [SQL] Support JSON_TABLE table-valued function Wenchen Fan (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58538) Add branch-4.3 CI scheduler and release integration Jungtaek Lim (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58538) Add branch-4.3 CI scheduler and release integration Jungtaek Lim (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58537) Scheduled Maven workflows on branch-4.x build master instead of the branch Jungtaek Lim (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58537) Scheduled Maven workflows on branch-4.x build master instead of the branch Jungtaek Lim (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58554) Syntax error when pushing CAST to DOUBLE via MariaDB Wenchen Fan (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58554) Syntax error when pushing CAST to DOUBLE via MariaDB ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58554) Syntax error when pushing CAST to DOUBLE via MariaDB Wenchen Fan (Jira)
• 2026/08/04 [jira] [Resolved] (SPARK-58359) Require the arguments field in built-in function documentation Hyukjin Kwon (Jira)
• 2026/08/04 [jira] [Assigned] (SPARK-58359) Require the arguments field in built-in function documentation Hyukjin Kwon (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58556) Show ML cache status in Spark Connect UI Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58557) Reuse ML vector data type singleton Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58556) Show ML cache status in Spark Connect UI Ruifeng Zheng (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58555) Add additional tests for JDBC data source join pushdown ASF GitHub Bot (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58555) Add additional tests for JDBC data source join pushdown Uros Stankovic (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58555) Add additional tests for JDBC data source join pushdown Uros Stankovic (Jira)
• 2026/08/04 [jira] [Created] (SPARK-58554) Syntax error when pushing CAST to DOUBLE via MariaDB Alek Jarmov (Jira)
• 2026/08/04 [jira] [Updated] (SPARK-58553) Use native Spark functions for NumPy fmax and fmin ASF GitHub Bot (Jira)

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