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    omit 714418b4b6 Bump actions/cache from 3 to 6
     add 9b15c7de58 [GLUTEN-12668][CORE] Add injectPre hook so rules survive 
whole-stage AQE fallback (#12669)
     add c1f72ca95e [GLUTEN-11524][VL] Fix ColumnarAQEShuffleReadExec (#12691)
     add 13ac7e49d3 [GLUTEN-11828][VL] Add cuda device detection (#11830)
     add 8b28f221a1 [VL] Include Spark 4.1 build in release script (#12695)
     add cfbc08e48e [DOC] Polish wording and fix inaccuracies in docs (#12675)
     add 1e30cbde4e [MINOR][VL] Re-enable the weekday test in 
VeloxStringFunctionsSuite (#12688)
     add 44c6048252 [GLUTEN-12676][CORE] Read MiB-declared Spark memory configs 
with matching accessors (#12677)
     add 198e347083 [Velox] Add S3 limitation (#12713)
     add 40bd5b55d1 [VL] Support regexp_instr function (#12697)
     add 34e70f5ee7 [GLUTEN-12013][VL] Register bloom-filter rewrite at 
injectPre so it survives whole-stage fallback (#12151)
     add d73f608391 [MINOR] Remove redundant Spark resource setup from CI 
(#12715)
     add cf3f904e95 [GLUTEN-12708][VL] Fix LATERAL VIEW OUTER stack not 
consuming Velox marker, causing columnar shuffle field0 to become BOOLEAN and 
crash (#12709)
     add a5859848ed [GLUTEN-12719][VL] Fix ClassCastException in 
ColumnarShuffleReader when Celeborn shuffle falls back to local 
ColumnarShuffleManager (#12721)
     add 5964ac0abc [GLUTEN-6887][VL] Daily Update Velox Version (2026_08_05) 
(#12692)
     add 6273a48a80 [VL] Support dayname and monthname functions (#12725)
     add dcf526c856 [VL][Delta] Add Delta Spark UT pipeline gated against a 
known-failures baseline (#12388)
     add ca82b7721f [GLUTEN-12698][CORE] Add Iceberg read/write offload 
switches (#12699)
     add 413901f9d4 [GLUTEN-12716][CORE] Make AppendableSpillerList safe to 
append during a spill (#12717)
     add eb4951988a [GLUTEN-12722][CH] Support stack function (#12723)
     add b58e654ae1 [VL] Run clang-tidy in the native build job and narrow its 
check list (#12729)
     add cf676fbdeb Bump actions/cache from 3 to 6

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Summary of changes:
 .github/workflows/cpp_clang_tidy.yml               |  83 --
 .github/workflows/delta_spark_ut.yml               | 469 ++++++++++++
 .github/workflows/util/delta-spark-ut/README.md    | 227 ++++++
 .../util/delta-spark-ut/compare-test-results.py    | 841 +++++++++++++++++++++
 .../util/delta-spark-ut/flaky-error-patterns.txt   |  46 ++
 .../workflows/util/delta-spark-ut/flaky-tests.txt  |  24 +
 .../util/delta-spark-ut/java-test-args.sh          |  60 ++
 .../util/delta-spark-ut/known-failures.txt         | 756 ++++++++++++++++++
 .../util/delta-spark-ut/run-delta-tests.sh         | 281 +++++++
 .../workflows/util/delta-spark-ut/setup-delta.sh   | 241 ++++++
 .github/workflows/velox_backend_ansi.yml           |  16 -
 .github/workflows/velox_backend_enhanced.yml       |  11 -
 .github/workflows/velox_backend_x86.yml            |  75 +-
 README.md                                          |  16 +-
 .../org/apache/gluten/utils/CHExpressionUtil.scala |   6 +-
 .../gluten/extension/OffloadIcebergWrite.scala     |  67 +-
 .../execution/enhanced/VeloxIcebergSuite.scala     |  31 +
 .../gluten/backendsapi/velox/VeloxRuleApi.scala    |  17 +-
 .../org/apache/gluten/config/VeloxConfig.scala     |   2 +-
 .../gluten/execution/GenerateExecTransformer.scala |  11 +-
 ...AppendBatchResizeForShuffleInputAndOutput.scala |   4 +-
 .../spark/shuffle/ColumnarShuffleReader.scala      |  24 +-
 .../sql/execution/AdjustStageExecutionMode.scala   |  16 +-
 .../gluten/execution/MiscOperatorSuite.scala       |  86 ++-
 .../gluten/execution/StageExecutionModeSuite.scala |  29 +-
 .../execution/VeloxStringFunctionsSuite.scala      |   2 +-
 .../functions/ScalarFunctionsValidateSuite.scala   |  35 +
 .../sql/GlutenBloomFilterFallbackSuite.scala       | 474 ++++++++++++
 .../spark/shuffle/ColumnarShuffleReaderSuite.scala |  88 +++
 cpp-ch/local-engine/Parser/ExpressionParser.cpp    |  91 +++
 cpp-ch/local-engine/Parser/ExpressionParser.h      |   2 +
 cpp/.clang-tidy                                    |  24 +
 cpp/velox/CMakeLists.txt                           |   5 +
 cpp/velox/compute/VeloxBackend.cc                  |  46 +-
 .../substrait/SubstraitToVeloxPlanValidator.cc     |   2 +-
 cpp/velox/utils/ConfigExtractor.cc                 |  10 +-
 dev/docker/Dockerfile.centos9-dynamic-build        |   2 +
 dev/release/build-release.sh                       |   7 +-
 dev/run-clang-tidy.py                              |  59 +-
 docs/developers/ProfileMemoryOfGlutenWithVelox.md  |   6 +-
 docs/developers/velox-backend-CI.md                |  38 +-
 docs/get-started/Velox.md                          |  38 +-
 docs/get-started/VeloxIceberg.md                   |   8 +
 docs/get-started/VeloxLocalCache.md                |  25 +-
 docs/get-started/VeloxS3.md                        |  17 +
 docs/velox-backend-limitations.md                  |  19 +-
 docs/velox-backend-scalar-function-support.md      |   9 +-
 docs/velox-configuration.md                        |   2 +-
 ep/build-velox/src/get-velox.sh                    |   4 +-
 .../apache/gluten/memory/memtarget/Spillers.java   |  10 +-
 .../scala/org/apache/gluten/GlutenPlugin.scala     |   8 +-
 .../apache/gluten/config/GlutenCoreConfig.scala    |   2 -
 .../columnar/heuristic/HeuristicApplier.scala      |  19 +-
 .../gluten/extension/injector/GlutenInjector.scala |   6 +
 .../org/apache/spark/util/SparkResourceUtil.scala  |  35 +-
 .../gluten/memory/memtarget/SpillersTest.java      | 178 +++++
 .../gluten/GlutenDynamicOffHeapSizingSuite.scala   |  55 ++
 .../apache/spark/util/SparkResourceUtilSuite.scala |  85 +++
 .../apache/gluten/config/GlutenIcebergConfig.scala |  32 +-
 .../gluten/extension/OffloadIcebergScan.scala      |  15 +-
 .../org/apache/gluten/execution/IcebergSuite.scala |  51 ++
 .../gluten/expression/ExpressionConverter.scala    |  16 +-
 .../GlutenAutoAdjustStageResourceProfile.scala     |  50 +-
 .../adaptive/ColumnarAQEShuffleReadExec.scala      |  76 +-
 ...GlutenAutoAdjustStageResourceProfileSuite.scala | 129 ++++
 .../spark/sql/GlutenGeneratorFunctionSuite.scala   |  31 +-
 .../sql/execution/FallbackStrategiesSuite.scala    |   1 +
 .../spark/sql/GlutenGeneratorFunctionSuite.scala   |  31 +-
 .../sql/execution/FallbackStrategiesSuite.scala    |   1 +
 .../spark/sql/GlutenGeneratorFunctionSuite.scala   |  29 +
 .../sql/execution/FallbackStrategiesSuite.scala    |   1 +
 .../spark/sql/GlutenGeneratorFunctionSuite.scala   |  29 +
 .../sql/gluten/GlutenFallbackStrategiesSuite.scala |   1 +
 .../spark/sql/GlutenGeneratorFunctionSuite.scala   |  29 +
 .../sql/gluten/GlutenFallbackStrategiesSuite.scala |   1 +
 .../apache/gluten/expression/ExpressionNames.scala |   3 +
 .../gluten/sql/shims/spark34/Spark34Shims.scala    |   3 +-
 .../gluten/sql/shims/spark35/Spark35Shims.scala    |   3 +-
 .../gluten/sql/shims/spark40/Spark40Shims.scala    |   5 +-
 .../gluten/sql/shims/spark41/Spark41Shims.scala    |   5 +-
 80 files changed, 4938 insertions(+), 454 deletions(-)
 delete mode 100644 .github/workflows/cpp_clang_tidy.yml
 create mode 100644 .github/workflows/delta_spark_ut.yml
 create mode 100644 .github/workflows/util/delta-spark-ut/README.md
 create mode 100644 
.github/workflows/util/delta-spark-ut/compare-test-results.py
 create mode 100644 
.github/workflows/util/delta-spark-ut/flaky-error-patterns.txt
 create mode 100644 .github/workflows/util/delta-spark-ut/flaky-tests.txt
 create mode 100755 .github/workflows/util/delta-spark-ut/java-test-args.sh
 create mode 100644 .github/workflows/util/delta-spark-ut/known-failures.txt
 create mode 100755 .github/workflows/util/delta-spark-ut/run-delta-tests.sh
 create mode 100755 .github/workflows/util/delta-spark-ut/setup-delta.sh
 create mode 100644 
backends-velox/src/test/scala/org/apache/gluten/sql/GlutenBloomFilterFallbackSuite.scala
 create mode 100644 
backends-velox/src/test/scala/org/apache/spark/shuffle/ColumnarShuffleReaderSuite.scala
 create mode 100644 
gluten-core/src/test/java/org/apache/gluten/memory/memtarget/SpillersTest.java
 create mode 100644 
gluten-core/src/test/scala/org/apache/gluten/GlutenDynamicOffHeapSizingSuite.scala
 copy 
backends-velox/src-delta/main/scala/org/apache/gluten/config/VeloxDeltaConfig.scala
 => 
gluten-iceberg/src/main/scala/org/apache/gluten/config/GlutenIcebergConfig.scala
 (50%)
 create mode 100644 
gluten-substrait/src/test/scala/org/apache/spark/sql/execution/GlutenAutoAdjustStageResourceProfileSuite.scala


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