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Commits on Oct 31, 2025

• [SPARK-53977][PYTHON] Support logging in UDTFs

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  ueshin

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  HyukjinKwon

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  79f3d74

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• [SPARK-53891][SQL][FOLLOW-UP] Clarify javadocs for case when merge summary metric is not found

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  szehon-ho

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  HyukjinKwon

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• [SPARK-54100][BUILD] Remove `ignore.symbol.file` Javac option

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  dongjoon-hyun

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Commits on Oct 30, 2025

• [SPARK-54094][SQL] Extract common methods to KafkaOffsetReaderBase

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  viirya

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• [SPARK-54067][CORE] Improve `SparkSubmit` to invoke `exitFn` with the root cause instead of `SparkUserAppException`

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  sryza

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  dongjoon-hyun

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• [SPARK-53976][PYTHON] Support logging in Pandas/Arrow UDFs

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  ueshin

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  dongjoon-hyun

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• [SPARK-54078][SS] Deflake StateStoreSuite `SPARK-40492: maintenance before unload`

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  liviazhu

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  anishshri-db

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• [SPARK-54085][CORE] Fix `initialize` to add `CREATE` option additionally in `DriverRunner`

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  EricGao888

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  dongjoon-hyun

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• [SPARK-53535][SQL][TESTS][FOLLOWUP] Remove duplicated tests

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  ZiyaZa

  authored and

  cloud-fan

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  26aa2e4

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• [SPARK-54030][SQL] Add user-friendly assertion message for view metadata corruption

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  ganeshas-db

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  cloud-fan

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• [SPARK-53921][GEO][PYTHON][FOLLOWUP] Add GeographyType and GeometryType to `__all__` in types

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  uros-db

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  zhengruifeng

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• [SPARK-54038][CONNECT] Support getSQLKeywords for SparkConnectDatabaseMetaData

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  pan3793

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  LuciferYang

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• [SPARK-54061] Wrap IllegalArgumentException with proper error code for invalid datetime patterns

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  miland-db

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  cloud-fan

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• [SPARK-53482][SQL] MERGE INTO support for when source has less nested field than target

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  szehon-ho

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  cloud-fan

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• [SPARK-54079][GEO][SQL] Introduce the framework for adding ST expressions in Catalyst

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  uros-db

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  cloud-fan

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• [SPARK-52134][SQL][FOLLOW UP] SQL Script execution code - refactor follow up

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  davidm-db

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  cloud-fan

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Commits on Oct 29, 2025

• [SPARK-54029][SQL] Add detailed error message for table metadata corruption to ease debugging

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  ganeshas-db

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  cloud-fan

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• [SPARK-53573][SQL] Allow coalescing string literals everywhere

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  srielau

  authored and

  ueshin

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• [SPARK-54072][SS] Ensure that we don't upload empty files in RocksDB snapshot

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  micheal-o

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  anishshri-db

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• [SPARK-54002][DEPLOY] Support integrating BeeLine with Connect JDBC driver

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  pan3793

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  dongjoon-hyun

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• [SPARK-53905][SQL] Refactor RelationResolution to enable code reuse

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  aokolnychyi

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  dongjoon-hyun

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• [SPARK-54075][SQL] Make `ResolvedCollation` evaluable

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  mihailoale-db

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  dongjoon-hyun

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• [SPARK-54076][SQL][TESTS] Use `sarutak/oracle-free` image to use `PASSWORD_INIT_TIMEOUT` for `OracleDatabaseOnDocker`

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  sarutak

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  dongjoon-hyun

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  576f9a5

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• [SPARK-54074][SS][TESTS] Remove `kafka.metadata.max.age.ms` from an unavailable offset relevant test in `KafkaMicroBatchV1SourceWithConsumerSuite`

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  sarutak

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  dongjoon-hyun

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• [SPARK-53975][PYTHON] Adds basic Python worker logging support

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  ueshin

  authored and

  dongjoon-hyun

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• [SPARK-54062][SQL] MergeScalarSubqueries code cleanup

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  peter-toth

  authored and

  dongjoon-hyun

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• [SPARK-51658][GEO][SQL] Introduce Geometry and Geography in-memory wrapper formats

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  uros-db

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  cloud-fan

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• [SPARK-53957][GEO][SQL] Support GEOGRAPHY and GEOMETRY in the SpatialReferenceSystemMapper

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  uros-db

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  cloud-fan

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• [SPARK-54041][SQL] Refactor ParameterizedQuery arguments validation

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  mihailoale-db

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  cloud-fan

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• [SPARK-54054][CONNECT] Support row position for SparkConnectResultSet

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  pan3793

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  sarutak

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• [SPARK-53921][GEO][PYTHON][FOLLOWUP] Fix invalid algorithm error for Geography JSON parsing

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  uros-db

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  zhengruifeng

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• [SPARK-53610][PYTHON][TESTS][FOLLOW-UP] Add tests for negative maxRecordsPerBatch

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  zhengruifeng

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• [SPARK-54069][PYTHON][TESTS] Skip `test_to_feather` in Python 3.14

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  dongjoon-hyun

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• [SPARK-54066][PYTHON][TESTS] Skip `test_in_memory_data_source` in Python 3.14

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  dongjoon-hyun

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  3b10407

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• [SPARK-54051][INFRA][PYTHON] Keep coverage data when running pip tests

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  gaogaotiantian

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  zhengruifeng

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