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    omit cf676fbdeb Bump actions/cache from 3 to 6
     add e0ec40a894 [VL] Fix native SIGSEGV in ~ObjectStore when release() 
races with store destruction (#12740)
     add 839eec4d4e [GLUTEN-12564][CORE] Exclude 
DefaultAllocationManagerFactory from gluten-package shade bundle (#12565)
     add 3abf4c4df5 [GLUTEN-12566][CORE] Propagate keyGroupedPartitioning in 
BatchScanExecTransformer (#12567)
     add 4b49b66566 [GLUTEN-12649][VL] Ban flaky tests in 
GlutenSparkScriptTransformationSuite (#12758)
     add 5442667a99 Bump actions/labeler from 5 to 7 (#12684)
     add 5e30c857d0 Bump scacap/action-surefire-report from 1.8.0 to 1.13.0 
(#12685)
     add 64ff62e5d2 [HOTFIX][GHA] Fix labeler.yml YAML indentation for 
actions/labeler v7 (#12763)
     add 2a8bc38eff [GLUTEN-12748][CORE] Compare transition node name hash 
codes instead of subtracting (#12750)
     add ddca36e75a [VL] Delta: Support Delta CDF scan offload (#12218)
     add 271f146164 Bump org.codehaus.mojo:exec-maven-plugin from 3.1.0 to 
3.6.3 (#12682)
     add 2b2b761680 Bump com.amazonaws:aws-java-sdk-dynamodb from 1.12.262 to 
1.12.797 (#12681)
     add 82da039b7b Bump com.google.jimfs:jimfs from 1.3.0 to 1.3.1 (#12679)
     add 1e762d3a3a [MINOR][CI][DOC] Document the Delta Spark UT pipeline and 
skip it for docs-only changes (#12745)
     add cd22fb88f5 [GLUTEN-6887][VL] Daily Update Velox Version (2026_08_12) 
(#12755)
     add bd02004be1 [MINOR][VL] Avoid bundling Linux UAPI socket header (#12768)
     add 5f4c326a5f [MINOR] Add missing ASF license headers (#12772)
     add 3cc98da864 [INFRA] Cover XML files in license header check and fix 
Dockerfile pattern (#12770)
     add de3b4c40d6 [VL] Fail fast when NativeMemoryManager.hold() is called 
after release() instead of a native SIGSEGV
     add 65dff04b06 [GLUTEN-11524][VL] Support CPU/GPU hybrid task scheduling 
(#12588)
     add 97ed93f7ce [VL][CI] Add gpu image centos-9-jdk17-cuda13.1-cudf (#12690)
     add 3ae572bc27 [GLUTEN-11622][VL] Support cast between TIMESTAMP and 
TIMESTAMP_NTZ (#12654)
     add 32ce0f10c4 [VL] Take Arrow out of the bundle for Spark 4.x and drop 
dead arrow-dataset (#12737)
     add 17d4e039d1 [VL] Enable in-probe bloom filter for left / existence / 
anti joins (#12774)
     add 0c7dcc6333 [VL] Support format_number function (#12754)
     add 5ead48617e [GLUTEN-6887][VL] Daily Update Velox Version (2026_08_14) 
(#12769)
     add 0ca918f8c6 Bump actions/cache from 3 to 6

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Summary of changes:
 .github/labeler.yml                                | 102 +++++------
 .github/workflows/delta_spark_ut.yml               |   3 +
 .github/workflows/docker_image.yml                 |  38 ++--
 .github/workflows/pr_bot.yml                       |   2 +-
 .github/workflows/test_report.yml                  |   2 +-
 .github/workflows/util/delta-spark-ut/README.md    |  28 ++-
 .../util/delta-spark-ut/known-failures.txt         |  13 ++
 .github/workflows/util/license-header.py           |  70 +++++--
 .github/workflows/velox_backend_arm.yml            |   9 +-
 .github/workflows/velox_backend_enhanced.yml       |   8 +-
 .github/workflows/velox_backend_x86.yml            |   6 +-
 .../org/apache/gluten/utils/CHExpressionUtil.scala |   3 +-
 backends-velox/pom.xml                             |  65 ++++++-
 .../gluten/component/VeloxDeltaComponent.scala     |  14 +-
 .../apache/gluten/config/VeloxDeltaConfig.scala    |   9 +
 .../apache/gluten/execution/VeloxDeltaSuite.scala  |  35 +++-
 .../org/apache/gluten/metrics/OperatorMetrics.java |   3 +
 .../gluten/backendsapi/velox/VeloxMetricsApi.scala |   9 +
 .../gluten/backendsapi/velox/VeloxRuleApi.scala    |   4 +-
 .../org/apache/gluten/config/VeloxConfig.scala     |  21 +++
 .../gluten/expression/ExpressionRestrictions.scala |  18 +-
 .../gluten/extension/CudfNodeValidationRule.scala  |   8 +-
 .../apache/gluten/metrics/JoinMetricsUpdater.scala |   6 +
 .../org/apache/gluten/metrics/MetricsUtil.scala    |  15 +-
 .../sql/execution/AdjustStageExecutionMode.scala   |  59 ++++--
 .../org/apache/gluten/fs/ArrowFilesystemTest.java  | 106 -----------
 .../java/org/apache/gluten/fs/CsvWriteSupport.java |  52 ------
 .../java/org/apache/gluten/fs/TestDataset.java     | 117 ------------
 .../org/apache/gluten/fs/TestNativeDataset.java    |  31 ----
 .../HybridExecutionResourceProfileSuite.scala      | 132 ++++++++++++++
 .../gluten/execution/StageExecutionModeSuite.scala |  74 +++++++-
 .../gluten/execution/VeloxHashJoinSuite.scala      |  35 ++++
 .../functions/DateFunctionsValidateSuite.scala     |  46 +++++
 .../functions/ScalarFunctionsValidateSuite.scala   |  30 +++
 cpp/core/utils/ObjectStore.cc                      |   7 +-
 cpp/velox/compute/WholeStageResultIterator.cc      |   4 +
 cpp/velox/compute/delta/DeltaSplitReader.cpp       |   2 +-
 cpp/velox/compute/delta/DeltaSplitReader.h         |   2 +-
 cpp/velox/config/VeloxConfig.h                     |   8 +
 dev/build-helper-functions.sh                      |   1 +
 dev/builddeps-veloxbe.sh                           |  11 +-
 dev/check-arrow-c-shading.sh                       | 162 ++++++++++++++--
 ...velox-buildstatic-centos-7-enhanced-features.sh |   2 +-
 dev/ci-velox-buildstatic-centos-7.sh               |   2 +-
 dev/docker/Dockerfile.centos7-gcc13-static-build   |   4 +-
 ...ile => Dockerfile.centos-9-jdk17-cuda13.1-cudf} |  35 ++--
 dev/{package.sh => install-linux-socket-header.sh} |  29 +--
 dev/intellij-codestyle.xml                         |  16 ++
 docs/Configuration.md                              |  23 ++-
 docs/developers/velox-backend-CI.md                |  28 ++-
 docs/get-started/VeloxDelta.md                     |   6 +
 docs/velox-backend-scalar-function-support.md      |   4 +-
 docs/velox-configuration.md                        |   2 +
 ep/build-velox/src/get-velox.sh                    |   4 +-
 ep/build-velox/src/socket.h                        | 105 -----------
 gluten-arrow/pom.xml                               |  49 +++--
 .../memory/arrow/pool/ArrowNativeMemoryPool.java   |  75 --------
 .../arrow/pool/ArrowReservationListener.java       |  41 -----
 .../apache/gluten/memory/NativeMemoryManager.scala |  10 +-
 .../columnar/transition/TransitionGraph.scala      |   9 +-
 .../transition/TransitionCostModelSuite.scala      |  87 +++++++++
 .../gluten/extension/DeltaCDFRelationHelper.scala  |  44 +++++
 .../gluten/extension/DeltaCDFRelationHelper.scala  |  44 +++++
 .../gluten/extension/DeltaCDFRelationHelper.scala  |  44 +++++
 .../gluten/extension/DeltaCDFRelationHelper.scala  |  47 +++++
 .../gluten/execution/DeltaScanTransformer.scala    |  25 +++
 .../apache/gluten/extension/DeltaCDFScanRule.scala | 157 ++++++++++++++++
 .../apache/gluten/extension/OffloadDeltaScan.scala |   8 +-
 .../org/apache/gluten/execution/DeltaSuite.scala   | 203 ++++++++++++++++++++-
 .../org/apache/gluten/config/GlutenConfig.scala    |  56 ++++++
 .../execution/BatchScanExecTransformer.scala       |   9 +-
 .../gluten/execution/ScanTransformerFactory.scala  |   2 +
 .../TakeOrderedAndProjectExecTransformer.scala     |   4 +-
 .../gluten/execution/WholeStageTransformer.scala   |   9 +-
 .../gluten/expression/ExpressionMappings.scala     |   1 +
 .../extension/columnar/validator/Validators.scala  |   7 +-
 .../GlutenAutoAdjustStageResourceProfile.scala     | 129 +++++++++----
 .../adaptive/ColumnarAQEShuffleReadExec.scala      |   2 +-
 .../gluten/utils/velox/VeloxTestSettings.scala     |   4 +
 gluten-ut/spark40/pom.xml                          |  16 ++
 .../gluten/utils/velox/VeloxTestSettings.scala     |  13 +-
 gluten-ut/spark41/pom.xml                          |  16 ++
 .../gluten/utils/velox/VeloxTestSettings.scala     |  13 +-
 package/pom.xml                                    |  46 ++++-
 pom.xml                                            |  47 ++++-
 .../apache/gluten/expression/ExpressionNames.scala |   1 +
 tools/gluten-it/package/src/main/assembly.xml      |  16 ++
 87 files changed, 2001 insertions(+), 863 deletions(-)
 delete mode 100644 
backends-velox/src/test/java/org/apache/gluten/fs/ArrowFilesystemTest.java
 delete mode 100644 
backends-velox/src/test/java/org/apache/gluten/fs/CsvWriteSupport.java
 delete mode 100644 
backends-velox/src/test/java/org/apache/gluten/fs/TestDataset.java
 delete mode 100644 
backends-velox/src/test/java/org/apache/gluten/fs/TestNativeDataset.java
 create mode 100644 
backends-velox/src/test/scala/org/apache/gluten/execution/HybridExecutionResourceProfileSuite.scala
 copy dev/docker/cudf/{Dockerfile => Dockerfile.centos-9-jdk17-cuda13.1-cudf} 
(53%)
 copy dev/{package.sh => install-linux-socket-header.sh} (54%)
 mode change 100755 => 100644
 delete mode 100644 ep/build-velox/src/socket.h
 delete mode 100644 
gluten-arrow/src/main/java/org/apache/gluten/memory/arrow/pool/ArrowNativeMemoryPool.java
 delete mode 100644 
gluten-arrow/src/main/java/org/apache/gluten/memory/arrow/pool/ArrowReservationListener.java
 create mode 100644 
gluten-core/src/test/scala/org/apache/gluten/extension/columnar/transition/TransitionCostModelSuite.scala
 create mode 100644 
gluten-delta/src-delta23/main/scala/org/apache/gluten/extension/DeltaCDFRelationHelper.scala
 create mode 100644 
gluten-delta/src-delta24/main/scala/org/apache/gluten/extension/DeltaCDFRelationHelper.scala
 create mode 100644 
gluten-delta/src-delta33/main/scala/org/apache/gluten/extension/DeltaCDFRelationHelper.scala
 create mode 100644 
gluten-delta/src-delta40/main/scala/org/apache/gluten/extension/DeltaCDFRelationHelper.scala
 create mode 100644 
gluten-delta/src/main/scala/org/apache/gluten/extension/DeltaCDFScanRule.scala


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