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• 2026/07/16 [jira] [Updated] (SPARK-57548) Avoid eager scala.reflect.runtime.universe initialization in ScalaReflection ASF GitHub Bot (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-58169) Use java reflection for finding companions in SparkSession ASF GitHub Bot (Jira)
• 2026/07/16 [jira] [Resolved] (SPARK-57747) Fix translate() to distinguish deletion from literal U+0000 replacement Wenchen Fan (Jira)
• 2026/07/16 [jira] [Assigned] (SPARK-57747) Fix translate() to distinguish deletion from literal U+0000 replacement Wenchen Fan (Jira)
• 2026/07/16 [jira] [Assigned] (SPARK-58139) Improve BIN BY test coverage for DST and bin alignment Wenchen Fan (Jira)
• 2026/07/16 [jira] [Resolved] (SPARK-58139) Improve BIN BY test coverage for DST and bin alignment Wenchen Fan (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-58171) Alias bare top-level OuterReferences in Project and Aggregate outputs ASF GitHub Bot (Jira)
• 2026/07/16 [jira] [Created] (SPARK-58171) Alias bare top-level OuterReferences in Project and Aggregate outputs Mihailo Timotic (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-58152) Avoid logging credentials in Kubernetes client config debug log Dongjoon Hyun (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-58156) Escape the executor removal reason in the timeline tooltip Dongjoon Hyun (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-58158) Escape the executor removal reason in `executorspage.js` Dongjoon Hyun (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-58156) Escape the executor removal reason in the timeline tooltip Dongjoon Hyun (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-58152) Avoid logging credentials in Kubernetes client config debug log Dongjoon Hyun (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-58158) Escape the executor removal reason in `executorspage.js` Dongjoon Hyun (Jira)
• 2026/07/16 [jira] [Assigned] (SPARK-58158) Escape the executor removal reason in `executorspage.js` Dongjoon Hyun (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-58152) Avoid logging credentials in Kubernetes client config debug log Dongjoon Hyun (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-58136) Automate downloads.md and versions.json updates in the release script Dongjoon Hyun (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-58153) Reject JAR entries escaping the extraction directory in `RPackageUtils` Dongjoon Hyun (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-58156) Escape the executor removal reason in the timeline tooltip Dongjoon Hyun (Jira)
• 2026/07/16 [jira] [Resolved] (SPARK-58061) Add variant_array_append expression Wenchen Fan (Jira)
• 2026/07/16 [jira] [Assigned] (SPARK-58061) Add variant_array_append expression Wenchen Fan (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-58158) Escape the executor removal reason in `executorspage.js` Dongjoon Hyun (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-58020) Fix udf logging test for possible 2 abort messages Dongjoon Hyun (Jira)
• 2026/07/16 [jira] [Resolved] (SPARK-58158) Escape the executor removal reason in `executorspage.js` Dongjoon Hyun (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-58170) Provide sql shorthand in SparkSessionProvider interface ASF GitHub Bot (Jira)
• 2026/07/16 [jira] [Created] (SPARK-58170) Provide sql shorthand in SparkSessionProvider interface Jira
• 2026/07/16 [jira] [Created] (SPARK-58169) Use java reflection for finding companions in SparkSession Emil Ejbyfeldt (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-58168) Avoid creating Array[Nothing] in Flatten ASF GitHub Bot (Jira)
• 2026/07/16 [jira] [Created] (SPARK-58168) Avoid creating Array[Nothing] in Flatten Emil Ejbyfeldt (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-57982) percentile function not monotonically increasing Peter Toth (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-57982) percentile function not monotonically increasing Peter Toth (Jira)
• 2026/07/16 [jira] [Resolved] (SPARK-57982) percentile function not monotonically increasing Peter Toth (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-38983) Pyspark throws AnalysisException with incorrect error message when using .grouping() or .groupingId() (AnalysisException: grouping() can only be used with GroupingSets/Cube/Rollup;) ASF GitHub Bot (Jira)
• 2026/07/16 [jira] [Created] (SPARK-58167) Missing LICENSE file in Python and R release files Holden Karau (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-49123) Improve the logging behavior when Spark loaded zero result from Kafka after poll timeout ASF GitHub Bot (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-58166) Replace TypeTag on PhysicalDataType with ClassTag ASF GitHub Bot (Jira)
• 2026/07/16 [jira] [Updated] (SPARK-58166) Replace TypeTag on PhysicalDataType with ClassTag Emil Ejbyfeldt (Jira)
• 2026/07/16 [jira] [Created] (SPARK-58166) Replace TypeTag on PhysicalDataType with ClassTag Emil Ejbyfeldt (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-57924) Add bitmap_xor_agg aggregation function ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58165) SubqueryExpression drops nested subquery plans in IN values, breaking IN-over-subquery on Spark Connect Yang Jie (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58163) Extract BroadcastHashJoinExec read-only relation setup into a shared helper ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-57979) Extract the SortExec metric-recording epilogue into a shared helper Gengliang Wang (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-57979) Extract the SortExec metric-recording epilogue into a shared helper Gengliang Wang (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58164) approx_top_k_estimate and approx_top_k_combine fail on sketches whose item type was widened by type coercion Eric Yang (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58164) approx_top_k_estimate and approx_top_k_combine fail on sketches whose item type was widened by type coercion Eric Yang (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58163) Extract BroadcastHashJoinExec read-only relation setup into a shared helper Yang Jie (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58162) Spark Connect client-side unbounded RetryException retry loop in reattach path can hang forever Vinod KC (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58162) Spark Connect client-side unbounded RetryException retry loop in reattach path can hang forever Vinod KC (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58161) [PYTHON] Standardize PySpark UDF row count mismatch error to use RESULT_ROWS_MISMATCH ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58161) [PYTHON] Standardize PySpark UDF row count mismatch error to use RESULT_ROWS_MISMATCH gaurav kumar pandey (Jira)
• 2026/07/15 [jira] [Commented] (SPARK-58160) Add Gateway API HTTPRoute/GRPCRoute support for driver endpoints Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Comment Edited] (SPARK-58160) Add Gateway API HTTPRoute/GRPCRoute support for driver endpoints Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Commented] (SPARK-58160) Add Gateway API HTTPRoute/GRPCRoute support for driver endpoints Chandni Singh (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58160) Add Gateway API HTTPRoute/GRPCRoute support for driver endpoints Chandni Singh (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58159) Support with statement for connect session ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58159) Support with statement for connect session Tian Gao (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58158) Escape the executor removal reason in `executorspage.js` ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58158) Escape the executor removal reason in `executorspage.js` Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-58156) Escape the executor removal reason in the timeline tooltip Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58156) Escape the executor removal reason in the timeline tooltip Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58156) Escape the executor removal reason in the timeline tooltip Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58157) Refactor SQL_TRANSFORM_WITH_STATE_PYTHON_ROW_UDF Yicong Huang (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58095) approx_top_k_combine fails the query with an internal error (MatchError) on empty input ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58132) Reduce memory footprint of grouped-agg UDF batch-slicing tests Hyukjin Kwon (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-58132) Reduce memory footprint of grouped-agg UDF batch-slicing tests Hyukjin Kwon (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58153) Reject JAR entries escaping the extraction directory in `RPackageUtils` Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58153) Reject JAR entries escaping the extraction directory in `RPackageUtils` Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-58153) Reject JAR entries escaping the extraction directory in `RPackageUtils` Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58150) Upgrade Jetty to 12.1.11 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-58150) Upgrade Jetty to 12.1.11 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-58148) Upgrade tink to 1.23.0 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58148) Upgrade tink to 1.23.0 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58156) Escape the executor removal reason in the timeline tooltip ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58156) Escape the executor removal reason in the timeline tooltip Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58152) Avoid logging credentials in Kubernetes client config debug log Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-58152) Avoid logging credentials in Kubernetes client config debug log Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58155) Assign a name to the error condition _LEGACY_ERROR_TEMP_1066 ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-38954) Implement sharing of cloud credentials among driver and executors ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58155) Assign a name to the error condition _LEGACY_ERROR_TEMP_1066 Matthew Ball (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58155) Assign a name to the error condition _LEGACY_ERROR_TEMP_1066 Matthew Ball (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58154) Several expressions hold shared mutable state that is unprotected by the stateful-expression mechanism, corrupting results under concurrent evaluation Josh Rosen (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58154) Several expressions hold shared mutable state that is unprotected by the stateful-expression mechanism, corrupting results under concurrent evaluation Josh Rosen (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58154) Several expressions hold shared mutable state that is unprotected by the stateful-expression mechanism, corrupting results under concurrent evaluation Josh Rosen (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58154) Several expressions hold shared mutable state that is unprotected by the stateful-expression mechanism, corrupting results under concurrent evaluation Josh Rosen (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-58106) Remove stale reference to black Tian Gao (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58106) Remove stale reference to black Tian Gao (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58153) Reject JAR entries escaping the extraction directory in `RPackageUtils` ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58153) Reject JAR entries escaping the extraction directory in `RPackageUtils` Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58152) Avoid logging credentials in Kubernetes client config debug log ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58152) Avoid logging credentials in Kubernetes client config debug log Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-58037) Add DataFrame API golden file test framework for PySpark Daniel Tenedorio (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58037) Add DataFrame API golden file test framework for PySpark Daniel Tenedorio (Jira)
• 2026/07/15 [jira] [Commented] (SPARK-44517) first operator should respect the nullability of child expression as well as ignoreNulls option Josh Rosen (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58151) Publish Apache Spark 4.2.0 to docker registry ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58151) Publish Apache Spark 4.2.0 to docker registry Huaxin Gao (Jira)
• 2026/07/15 [jira] [Commented] (SPARK-47105) Spark Container doesn't have spark group or spark user created Sergei Repnikov (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58150) Upgrade Jetty to 12.1.11 ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58150) Upgrade Jetty to 12.1.11 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58138) Preserve child output partitioning through BIN BY Wenchen Fan (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-58138) Preserve child output partitioning through BIN BY Wenchen Fan (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58148) Upgrade tink to 1.23.0 ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58149) Refactor DataSourceV2DataFrameSuite to use SessionQueryTest Jira
• 2026/07/15 [jira] [Created] (SPARK-58148) Upgrade tink to 1.23.0 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58147) Upgrade SpotBugs to 4.10.3 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-58147) Upgrade SpotBugs to 4.10.3 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58147) Upgrade SpotBugs to 4.10.3 ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58147) Upgrade SpotBugs to 4.10.3 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58146) Upgrade `log4j` to 2.26.1 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-58146) Upgrade `log4j` to 2.26.1 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58146) Upgrade `log4j` to 2.26.1 ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58146) Upgrade `log4j` to 2.26.1 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58138) Preserve child output partitioning through BIN BY Jira
• 2026/07/15 [jira] [Updated] (SPARK-58139) Improve BIN BY test coverage for DST and bin alignment Jira
• 2026/07/15 [jira] [Resolved] (SPARK-58144) Add `verification-metadata.xml` regeneration guide to `AGENTS.md` and fix `README.md` Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58144) Add `verification-metadata.xml` regeneration guide to `AGENTS.md` and fix `README.md` Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58139) Improve BIN BY test coverage for DST and bin alignment ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-58145) Upgrade `Apache Celeborn` to 0.6.3 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58145) Upgrade `Apache Celeborn` to 0.6.3 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-58122) ASOF JOIN: Parser + error conditions Daniel Tenedorio (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-57804) Add variant_set expression Wenchen Fan (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58122) ASOF JOIN: Parser + error conditions Daniel Tenedorio (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-57804) Add variant_set expression Wenchen Fan (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58145) Upgrade `Apache Celeborn` to 0.6.3 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58145) Upgrade `Apache Celeborn` to 0.6.3 ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58124) AS OF JOIN: Physical execution ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58139) Improve BIN BY test coverage for DST and bin alignment Jira
• 2026/07/15 [jira] [Updated] (SPARK-58144) Add `verification-metadata.xml` regeneration guide to `AGENTS.md` and fix `README.md` ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58144) Add `verification-metadata.xml` regeneration guide to `AGENTS.md` and fix `README.md` Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58143) Upgrade `spotbugs-gradle-plugin` to 6.5.9 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-58143) Upgrade `spotbugs-gradle-plugin` to 6.5.9 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58142) Upgrade JUnit to 6.1.2 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-58142) Upgrade JUnit to 6.1.2 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58143) Upgrade `spotbugs-gradle-plugin` to 6.5.9 ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58143) Upgrade `spotbugs-gradle-plugin` to 6.5.9 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58142) Upgrade JUnit to 6.1.2 ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58142) Upgrade JUnit to 6.1.2 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58141) Use Apache Spark 4.2.0 for Spark 4.2 integration tests Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-58141) Use Apache Spark 4.2.0 for Spark 4.2 integration tests Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-58140) Upgrade Spark to 4.2.0 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58140) Upgrade Spark to 4.2.0 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58113) Support publishNotReadyAddresses in driver service Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58113) Support publishNotReadyAddresses in driver service Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-58113) [K8S] Support publishNotReadyAddresses in driver service Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58113) [K8S] Support publishNotReadyAddresses in driver service Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58141) Use Apache Spark 4.2.0 for Spark 4.2 integration tests ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58141) Use Apache Spark 4.2.0 for Spark 4.2 integration tests Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58140) Upgrade Spark to 4.2.0 Dongjoon Hyun (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58140) Upgrade Spark to 4.2.0 ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Commented] (SPARK-45557) Spark Connect can not be started because of missing user home dir in Docker container Niels Pardon (Jira)
• 2026/07/15 [jira] [Commented] (SPARK-45557) Spark Connect can not be started because of missing user home dir in Docker container Sergei Repnikov (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58139) Add BIN BY DST fall-back test coverage Jira
• 2026/07/15 [jira] [Created] (SPARK-58139) Add BIN BY DST fall-back test coverage Jira
• 2026/07/15 [jira] [Updated] (SPARK-58138) Preserve child output partitioning through BIN BY Jira
• 2026/07/15 [jira] [Updated] (SPARK-58138) Preserve child output partitioning through BIN BY Jira
• 2026/07/15 [jira] [Updated] (SPARK-58138) Preserve child output partitioning through BIN BY Jira
• 2026/07/15 [jira] [Updated] (SPARK-58138) Preserve child output partitioning through BIN BY ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Created] (SPARK-58138) Preserve child output partitioning through BIN BY Jira
• 2026/07/15 [jira] [Resolved] (SPARK-58069) approx_top_k silently returns incorrect results (internal collation sort keys / garbage bytes) for collated string columns Wenchen Fan (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-57232) Add additional e2e testing for streaming shuffle (part 7) Jungtaek Lim (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-57232) Add additional e2e testing for streaming shuffle (part 7) Jungtaek Lim (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-57232) Add additional e2e testing for streaming shuffle (part 7) ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-57782) Make pages.yml reuse the doc image Ruifeng Zheng (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-57782) Make pages.yml reuse the doc image ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-57782) Make pages.yml reuse the doc image Ruifeng Zheng (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-58135) Consolidate VALUE_NOT_TRUE into VALUE_NOT_ALLOWED Ruifeng Zheng (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58135) Consolidate VALUE_NOT_TRUE into VALUE_NOT_ALLOWED Ruifeng Zheng (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58135) Consolidate VALUE_NOT_TRUE into VALUE_NOT_ALLOWED ASF GitHub Bot (Jira)
• 2026/07/15 [jira] [Assigned] (SPARK-58121) Assign a name to the error condition _LEGACY_ERROR_TEMP_0012 Yang Jie (Jira)
• 2026/07/15 [jira] [Resolved] (SPARK-58121) Assign a name to the error condition _LEGACY_ERROR_TEMP_0012 Yang Jie (Jira)
• 2026/07/15 [jira] [Commented] (SPARK-45557) Spark Connect can not be started because of missing user home dir in Docker container Niels Pardon (Jira)
• 2026/07/15 [jira] [Updated] (SPARK-58137) Optimize hasAttemptOnHost from O(m) linear scan to O(1) HashSet lookup to avoid taskSetLock timeout ASF GitHub Bot (Jira)
• 2026/07/14 [jira] [Assigned] (SPARK-58099) Remove the local sort dangling below the shuffle added by skew join optimization XiDuo You (Jira)
• 2026/07/14 [jira] [Resolved] (SPARK-58099) Remove the local sort dangling below the shuffle added by skew join optimization XiDuo You (Jira)
• 2026/07/14 [jira] [Assigned] (SPARK-32750) Add code-gen for SortAggregateExec XiDuo You (Jira)
• 2026/07/14 [jira] [Resolved] (SPARK-32750) Add code-gen for SortAggregateExec XiDuo You (Jira)
• 2026/07/14 [jira] [Assigned] (SPARK-58084) Support converting sort merge join to shuffled hash join in AQE physical plan XiDuo You (Jira)
• 2026/07/14 [jira] [Resolved] (SPARK-58084) Support converting sort merge join to shuffled hash join in AQE physical plan XiDuo You (Jira)
• 2026/07/14 [jira] [Updated] (SPARK-58130) Refactor legacy SQL_ARROW_TABLE_UDF pandas path and remove ArrowStreamPandasUDTFSerializer ASF GitHub Bot (Jira)
• 2026/07/14 [jira] [Created] (SPARK-58137) Optimize hasAttemptOnHost from O(m) linear scan to O(1) HashSet lookup to avoid taskSetLock timeout Yuming Wang (Jira)
• 2026/07/14 [jira] [Updated] (SPARK-58096) approx_top_k returns wrong counts for ICU-collated string columns (distinct non-ASCII values merged) ASF GitHub Bot (Jira)
• 2026/07/14 [jira] [Resolved] (SPARK-58136) Automate downloads.md and versions.json updates in the release script Hyukjin Kwon (Jira)
• 2026/07/14 [jira] [Resolved] (SPARK-58102) SQLLastAttemptAccumulator.extractStageRDDScopes does not handle ReusedSubqueryExec Wenchen Fan (Jira)
• 2026/07/14 [jira] [Assigned] (SPARK-58102) SQLLastAttemptAccumulator.extractStageRDDScopes does not handle ReusedSubqueryExec Wenchen Fan (Jira)
• 2026/07/14 [jira] [Updated] (SPARK-58136) Automate downloads.md and versions.json updates in the release script ASF GitHub Bot (Jira)
• 2026/07/14 [jira] [Created] (SPARK-58136) Automate downloads.md and versions.json updates in the release script Hyukjin Kwon (Jira)
• 2026/07/14 [jira] [Resolved] (SPARK-58107) LocalCheckpoint can be inconsistent because local executor BMs can store inconsistent blocks from task/stage retries Wenchen Fan (Jira)
• 2026/07/14 [jira] [Assigned] (SPARK-58107) LocalCheckpoint can be inconsistent because local executor BMs can store inconsistent blocks from task/stage retries Wenchen Fan (Jira)
• 2026/07/14 [jira] [Assigned] (SPARK-57993) Support advisory partition size in rebalance hint Wenchen Fan (Jira)
• 2026/07/14 [jira] [Resolved] (SPARK-57993) Support advisory partition size in rebalance hint Wenchen Fan (Jira)
• 2026/07/14 [jira] [Resolved] (SPARK-58100) CPU burn in PartitioningUtils.resolvePartitions for large numbers of partition directories Cheng Pan (Jira)
• 2026/07/14 [jira] [Assigned] (SPARK-58094) Blocking RPCs hang forever when the connection dies mid-wait (no gRPC keepalive / no client-side deadline) Wenchen Fan (Jira)
• 2026/07/14 [jira] [Resolved] (SPARK-58094) Blocking RPCs hang forever when the connection dies mid-wait (no gRPC keepalive / no client-side deadline) Wenchen Fan (Jira)
• 2026/07/14 [jira] [Created] (SPARK-58135) Consolidate VALUE_NOT_TRUE into VALUE_NOT_ALLOWED Ruifeng Zheng (Jira)
• 2026/07/14 [jira] [Updated] (SPARK-58132) Reduce memory footprint of grouped-agg UDF batch-slicing tests ASF GitHub Bot (Jira)
• 2026/07/14 [jira] [Resolved] (SPARK-58003) Add physical execution for BIN BY Wenchen Fan (Jira)
• 2026/07/14 [jira] [Assigned] (SPARK-58003) Add physical execution for BIN BY Wenchen Fan (Jira)
• 2026/07/14 [jira] [Updated] (SPARK-58134) Upgrade janino to 3.1.12 ASF GitHub Bot (Jira)
• 2026/07/14 [jira] [Created] (SPARK-58134) Upgrade janino to 3.1.12 Mingliang Zhu (Jira)
• 2026/07/14 [jira] [Updated] (SPARK-58133) XML schema inference must not skip empty values, avoiding data loss for empty-and-numeric columns ASF GitHub Bot (Jira)
• 2026/07/14 [jira] [Created] (SPARK-58133) XML schema inference must not skip empty values, avoiding data loss for empty-and-numeric columns Wenchen Fan (Jira)

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