From ad4233d1ceb0cc79ad9567b5079ec9bdaccc83ff Mon Sep 17 00:00:00 2001
From: Jason Lowe <jlowe@nvidia.com>
Date: Wed, 6 Nov 2024 08:42:53 -0600
Subject: [PATCH 1/5] Fix spark400 build due to LogicalRelation signature
 changes (#11695)

Signed-off-by: Jason Lowe <jlowe@nvidia.com>
---
 .../spark/rapids/shims/LogicalPlanShims.scala | 38 +++++++++++++++++++
 .../sql/rapids/shims/GpuDataSource.scala      |  5 +--
 .../spark/rapids/shims/LogicalPlanShims.scala | 29 ++++++++++++++
 3 files changed, 69 insertions(+), 3 deletions(-)
 create mode 100644 sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/LogicalPlanShims.scala
 create mode 100644 sql-plugin/src/main/spark400/scala/com/nvidia/spark/rapids/shims/LogicalPlanShims.scala

diff --git a/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/LogicalPlanShims.scala b/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/LogicalPlanShims.scala
new file mode 100644
index 00000000000..d0f3d0f7532
--- /dev/null
+++ b/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/LogicalPlanShims.scala
@@ -0,0 +1,38 @@
+/*
+ * Copyright (c) 2024, NVIDIA CORPORATION.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+/*** spark-rapids-shim-json-lines
+{"spark": "332db"}
+{"spark": "340"}
+{"spark": "341"}
+{"spark": "341db"}
+{"spark": "342"}
+{"spark": "343"}
+{"spark": "350"}
+{"spark": "351"}
+{"spark": "352"}
+{"spark": "353"}
+spark-rapids-shim-json-lines ***/
+package com.nvidia.spark.rapids.shims
+
+import org.apache.spark.sql.catalyst.plans.logical.LogicalPlan
+import org.apache.spark.sql.execution.datasources.{FileIndex, HadoopFsRelation, LogicalRelation}
+
+object LogicalPlanShims {
+  def getLocations(plan: LogicalPlan): Seq[FileIndex] = plan.collect {
+    case LogicalRelation(t: HadoopFsRelation, _, _, _) => t.location
+  }
+}
diff --git a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/GpuDataSource.scala b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/GpuDataSource.scala
index 58aa6739bad..05534a39a8c 100644
--- a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/GpuDataSource.scala
+++ b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/GpuDataSource.scala
@@ -29,6 +29,7 @@
 spark-rapids-shim-json-lines ***/
 package org.apache.spark.sql.rapids
 
+import com.nvidia.spark.rapids.shims.LogicalPlanShims
 import org.apache.hadoop.fs.Path
 
 import org.apache.spark.sql._
@@ -83,9 +84,7 @@ case class GpuDataSource(
     PartitioningUtils.validatePartitionColumn(data.schema, partitionColumns, caseSensitive)
 
     val fileIndex = catalogTable.map(_.identifier).map { tableIdent =>
-      sparkSession.table(tableIdent).queryExecution.analyzed.collect {
-        case LogicalRelation(t: HadoopFsRelation, _, _, _) => t.location
-      }.head
+      LogicalPlanShims.getLocations(sparkSession.table(tableIdent).queryExecution.analyzed).head
     }
 
     // For partitioned relation r, r.schema's column ordering can be different from the column
diff --git a/sql-plugin/src/main/spark400/scala/com/nvidia/spark/rapids/shims/LogicalPlanShims.scala b/sql-plugin/src/main/spark400/scala/com/nvidia/spark/rapids/shims/LogicalPlanShims.scala
new file mode 100644
index 00000000000..4379c5e1f1d
--- /dev/null
+++ b/sql-plugin/src/main/spark400/scala/com/nvidia/spark/rapids/shims/LogicalPlanShims.scala
@@ -0,0 +1,29 @@
+/*
+ * Copyright (c) 2024, NVIDIA CORPORATION.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+/*** spark-rapids-shim-json-lines
+{"spark": "400"}
+spark-rapids-shim-json-lines ***/
+package com.nvidia.spark.rapids.shims
+
+import org.apache.spark.sql.catalyst.plans.logical.LogicalPlan
+import org.apache.spark.sql.execution.datasources.{FileIndex, HadoopFsRelation, LogicalRelationWithTable}
+
+object LogicalPlanShims {
+  def getLocations(plan: LogicalPlan): Seq[FileIndex] = plan.collect {
+    case LogicalRelationWithTable(t: HadoopFsRelation, _) => t.location
+  }
+}

From ddbbba350021bbeafa1ebd7f377a063d4d49b1a1 Mon Sep 17 00:00:00 2001
From: Gera Shegalov <gshegalov@nvidia.com>
Date: Wed, 6 Nov 2024 08:46:01 -0800
Subject: [PATCH 2/5] Add Spark 3.4.4 Shim  (#11692)

* Fix shimplify add shim
* Add shim layer for Spark 3.4.4

Signed-off-by: Gera Shegalov <gshegalov@nvidia.com>
---
 aggregator/pom.xml                            |  17 +
 build/shimplify.py                            |  19 +-
 .../sql/tests/datagen/DataGenExprShims.scala  |   1 +
 pom.xml                                       |  21 +
 scala2.13/aggregator/pom.xml                  |  17 +
 scala2.13/pom.xml                             |  21 +
 .../shims/ShimSupportsRuntimeFiltering.java   |   1 +
 .../spark/rapids/RapidsShuffleManager.scala   |   3 +-
 .../nvidia/spark/rapids/shims/AQEUtils.scala  |   1 +
 .../rapids/shims/AggregationTagging.scala     |   1 +
 .../spark/rapids/shims/CudfUnsafeRow.scala    |   1 +
 .../rapids/shims/CudfUnsafeRowBase.scala      |   1 +
 .../rapids/shims/DateTimeUtilsShims.scala     |   1 +
 .../spark/rapids/shims/DeltaLakeUtils.scala   |   1 +
 .../rapids/shims/FileSourceScanExecMeta.scala |   1 +
 .../shims/GpuAggregateInPandasExecMeta.scala  |   1 +
 .../rapids/shims/GpuBatchScanExecBase.scala   |   1 +
 .../shims/GpuFileFormatDataWriterShim.scala   |   1 +
 .../spark/rapids/shims/GpuOrcDataReader.scala |   1 +
 .../shims/GpuOrcDataReader320Plus.scala       |   1 +
 .../rapids/shims/GpuOrcDataReaderBase.scala   |   1 +
 .../spark/rapids/shims/GpuParquetCrypto.scala |   1 +
 .../rapids/shims/GpuWindowInPandasExec.scala  |   1 +
 .../nvidia/spark/rapids/shims/HashUtils.scala |   1 +
 .../shims/LegacyBehaviorPolicyShim.scala      |   1 +
 .../rapids/shims/NullOutputStreamShim.scala   |   1 +
 .../shims/OffsetWindowFunctionMeta.scala      |   1 +
 .../spark/rapids/shims/OrcCastingShims.scala  |   1 +
 .../shims/OrcShims320untilAllBase.scala       |   1 +
 .../spark/rapids/shims/PlanShimsImpl.scala    |   1 +
 .../spark/rapids/shims/PythonUDFShim.scala    |   1 +
 .../spark/rapids/shims/RaiseErrorShim.scala   |   1 +
 .../rapids/shims/RapidsCsvScanMeta.scala      |   1 +
 .../spark/rapids/shims/RebaseShims.scala      |   1 +
 .../rapids/shims/ShimAQEShuffleReadExec.scala |   1 +
 .../rapids/shims/ShimBaseSubqueryExec.scala   |   1 +
 .../shims/ShimBroadcastExchangeLike.scala     |   1 +
 .../spark/rapids/shims/ShimLeafExecNode.scala |   1 +
 .../rapids/shims/ShimPredicateHelper.scala    |   1 +
 .../rapids/shims/Spark320PlusNonDBShims.scala |   1 +
 .../rapids/shims/Spark320PlusShims.scala      |   1 +
 .../rapids/shims/StaticPartitionShims.scala   |   1 +
 .../nvidia/spark/rapids/shims/TreeNode.scala  |   1 +
 .../spark/rapids/shims/TypeSigUtil.scala      |   1 +
 .../spark/rapids/shims/XxHash64Shims.scala    |   1 +
 .../spark/rapids/shims/YearParseUtil.scala    |   1 +
 .../rapids/shims/extractValueShims.scala      |   1 +
 .../spark/rapids/shims/gpuWindows.scala       |   1 +
 .../spark/rapids/v1FallbackWriters.scala      |   1 +
 .../shims/GpuShuffleBlockResolver.scala       |   1 +
 .../rapids/shims/GpuShuffleExchangeExec.scala |   1 +
 .../rapids/shims/ShuffledBatchRDDUtil.scala   |   1 +
 .../shims/storage/ShimDiskBlockManager.scala  |   1 +
 .../rapids/shims/FilePartitionShims.scala     |   1 +
 .../hive/rapids/shims/CommandUtilsShim.scala  |   1 +
 .../hive/rapids/shims/FileSinkDescShim.scala  |   1 +
 .../shims/GpuRowBasedHiveGenericUDFShim.scala |   1 +
 .../rapids/shims/HiveInspectorsShim.scala     |   1 +
 .../apache/spark/sql/nvidia/DFUDFShims.scala  |   1 +
 .../sql/rapids/execution/GpuShuffleMeta.scala |   1 +
 .../execution/GpuSubqueryBroadcastMeta.scala  |   1 +
 .../python/shims/GpuArrowPythonOutput.scala   |   1 +
 .../python/shims/GpuArrowPythonRunner.scala   |   1 +
 .../python/shims/GpuBasePythonRunner.scala    |   1 +
 .../shims/GpuCoGroupedArrowPythonRunner.scala |   1 +
 .../shims/GpuGroupedPythonRunnerFactory.scala |   1 +
 .../python/shims/WritePythonUDFUtils.scala    |   1 +
 .../sql/rapids/shims/ArrowUtilsShim.scala     |   1 +
 .../spark/sql/rapids/shims/AvroUtils.scala    |   1 +
 .../sql/rapids/shims/DataTypeUtilsShim.scala  |   1 +
 .../rapids/shims/GpuMapInPandasExecMeta.scala |   1 +
 .../rapids/shims/RapidsQueryErrorUtils.scala  |   1 +
 .../shims/RapidsShuffleThreadedWriter.scala   |   1 +
 .../sql/rapids/shims/Spark32XShimsUtils.scala |   1 +
 .../rapids/shims/datetimeExpressions.scala    |   1 +
 .../apache/spark/sql/rapids/shims/misc.scala  |   1 +
 .../storage/RapidsPushBasedFetchHelper.scala  |   1 +
 .../RapidsShuffleBlockFetcherIterator.scala   |   1 +
 .../rapids/shims/Spark321PlusShims.scala      |   1 +
 .../spark/sql/rapids/shims/GpuAscii.scala     |   1 +
 .../nvidia/spark/rapids/GpuBloomFilter.scala  |   1 +
 .../rapids/GpuBloomFilterMightContain.scala   |   1 +
 .../spark/rapids/GpuInSubqueryExec.scala      |   1 +
 .../nvidia/spark/rapids/shims/AnsiUtil.scala  |   1 +
 .../spark/rapids/shims/BloomFilterShims.scala |   1 +
 .../rapids/shims/BucketingUtilsShim.scala     |   1 +
 .../rapids/shims/CharVarcharUtilsShims.scala  |   1 +
 .../rapids/shims/DayTimeIntervalShims.scala   |   1 +
 .../spark/rapids/shims/DistributionUtil.scala |   1 +
 .../rapids/shims/FilteredPartitions.scala     |   1 +
 .../spark/rapids/shims/GpuDataSourceRDD.scala |   1 +
 .../rapids/shims/GpuHashPartitioning.scala    |   1 +
 .../spark/rapids/shims/GpuIntervalUtils.scala |   1 +
 .../rapids/shims/GpuIntervalUtilsBase.scala   |   1 +
 .../rapids/shims/GpuRangePartitioning.scala   |   1 +
 .../spark/rapids/shims/GpuTypeShims.scala     |   1 +
 .../spark/rapids/shims/InSubqueryShims.scala  |   1 +
 .../spark/rapids/shims/OrcReadingShims.scala  |   1 +
 .../nvidia/spark/rapids/shims/OrcShims.scala  |   1 +
 .../rapids/shims/ParquetFieldIdShims.scala    |   1 +
 .../rapids/shims/ParquetSchemaClipShims.scala |   1 +
 .../shims/PythonMapInArrowExecShims.scala     |   1 +
 .../shims/RapidsFileSourceMetaUtils.scala     |   1 +
 .../rapids/shims/RapidsOrcScanMeta.scala      |   1 +
 .../rapids/shims/RapidsParquetScanMeta.scala  |   1 +
 .../spark/rapids/shims/RoundingShims.scala    |   1 +
 .../spark/rapids/shims/ScanExecShims.scala    |   1 +
 .../rapids/shims/Spark330PlusNonDBShims.scala |   1 +
 .../rapids/shims/Spark330PlusShims.scala      |   1 +
 .../parquet/ShimCurrentBatchIterator.scala    |   1 +
 .../shims/ShimVectorizedColumnReader.scala    |   1 +
 .../aggregate/GpuBloomFilterAggregate.scala   |   1 +
 .../shims/GpuPythonMapInArrowExec.scala       |   1 +
 .../shims/GpuPythonMapInArrowExecMeta.scala   |   1 +
 .../shims/RapidsErrorUtilsFor330plus.scala    |   1 +
 .../shims/RapidsShuffleThreadedReader.scala   |   1 +
 .../rapids/shims/intervalExpressions.scala    |   1 +
 .../types/shims/PartitionValueCastShims.scala |   1 +
 .../spark/rapids/shims/AnsiCastShim.scala     |   1 +
 .../rapids/shims/CastingConfigShim.scala      |   1 +
 .../shims/ColumnDefaultValuesShims.scala      |   1 +
 .../shims/DecimalArithmeticOverrides.scala    |   1 +
 .../spark/rapids/shims/GetMapValueMeta.scala  |   1 +
 .../spark/rapids/shims/GpuCastShims.scala     |   1 +
 .../rapids/shims/ParquetStringPredShims.scala |   1 +
 .../ShimFilePartitionReaderFactory.scala      |   1 +
 .../spark/rapids/shims/TypeUtilsShims.scala   |   1 +
 .../parquet/rapids/shims/ParquetCVShims.scala |   1 +
 .../rapids/DataSourceStrategyUtils.scala      |   1 +
 .../GpuCheckOverflowInTableInsert.scala       |   1 +
 .../rapids/aggregate/aggregateFunctions.scala |   1 +
 .../apache/spark/sql/rapids/arithmetic.scala  |   1 +
 .../rapids/shims/Spark331PlusNonDBShims.scala |   1 +
 ...aSourceTableAsSelectCommandMetaShims.scala |   1 +
 .../rapids/shims/FileIndexOptionsShims.scala  |   1 +
 .../rapids/shims/GpuInsertIntoHiveTable.scala |   1 +
 .../spark/rapids/shims/GpuKnownNullable.scala |   1 +
 ...dCreateHiveTableAsSelectCommandShims.scala |   1 +
 .../execution/datasources/GpuWriteFiles.scala |   1 +
 .../hive/rapids/shims/CreateFunctions.scala   |   1 +
 .../sql/hive/rapids/shims/HiveFileUtil.scala  |   1 +
 .../rapids/shims/HiveProviderCmdShims.scala   |   1 +
 .../sql/rapids/GpuFileFormatWriter.scala      |   1 +
 ...eDataSourceTableAsSelectCommandShims.scala |   1 +
 .../sql/rapids/shims/GpuDataSource.scala      |   1 +
 .../rapids/shims/SchemaMetadataShims.scala    |   1 +
 .../sql/rapids/shims/SchemaUtilsShims.scala   |   1 +
 .../shims/SparkDateTimeExceptionShims.scala   |   1 +
 .../shims/SparkUpgradeExceptionShims.scala    |   1 +
 .../spark/rapids/shims/GetSequenceSize.scala  |   1 +
 ...eSizeTooLongUnsuccessfulErrorBuilder.scala |   1 +
 .../rapids/shims/BatchScanExecMeta.scala      |   1 +
 .../spark/rapids/shims/CastCheckShims.scala   |   1 +
 .../spark/rapids/shims/GlobalLimitShims.scala |   1 +
 .../spark/rapids/shims/GpuBatchScanExec.scala |   1 +
 .../rapids/shims/GpuBroadcastJoinMeta.scala   |   1 +
 .../shims/KeyGroupedPartitioningShim.scala    |   1 +
 .../rapids/shims/OrcProtoWriterShim.scala     |   1 +
 .../shims/ParquetLegacyNanoAsLongShims.scala  |   1 +
 .../ParquetTimestampAnnotationShims.scala     |   1 +
 .../shims/ParquetTimestampNTZShims.scala      |   1 +
 .../shims/PartitionedFileUtilsShim.scala      |   1 +
 .../shims/PartitionedFileUtilsShimBase.scala  |   1 +
 .../rapids/shims/ShuffleOriginUtil.scala      |   1 +
 .../rapids/shims/Spark340PlusNonDBShims.scala |   1 +
 .../spark/rapids/shims/SparkShims.scala       |   1 +
 .../shims/TagScanForRuntimeFiltering.scala    |   1 +
 .../shuffle/RapidsShuffleIterator.scala       |   1 +
 .../spark/sql/catalyst/csv/GpuCsvUtils.scala  |   1 +
 .../sql/catalyst/json/GpuJsonUtils.scala      |   1 +
 .../GpuAtomicCreateTableAsSelectExec.scala    |   1 +
 .../GpuAtomicReplaceTableAsSelectExec.scala   |   1 +
 .../sql/rapids/RapidsCachingReader.scala      |   1 +
 .../execution/GpuBroadcastHashJoinExec.scala  |   1 +
 .../GpuBroadcastNestedLoopJoinExec.scala      |   1 +
 .../rapids/execution/ShimTrampolineUtil.scala |   1 +
 .../rapids/shims/GpuJsonToStructsShim.scala   |   1 +
 .../shims/RapidsErrorUtils340PlusBase.scala   |   1 +
 .../rapids/shims/DecimalMultiply128.scala     |   1 +
 .../sql/rapids/shims/RapidsErrorUtils.scala   |   1 +
 .../spark344/SparkShimServiceProvider.scala   |  36 +
 .../shims/spark344/SparkShimsSuite.scala      |  35 +
 .../rapids/ConcurrentWriterMetricsSuite.scala |   1 +
 .../spark/rapids/shims/OrcStatisticShim.scala |   1 +
 .../spark/rapids/DynamicPruningSuite.scala    |   1 +
 .../spark/rapids/OrcEncryptionSuite.scala     |   1 +
 .../RapidsShuffleThreadedReaderSuite.scala    |   1 +
 .../RapidsShuffleThreadedWriterSuite.scala    |   1 +
 .../BloomFilterAggregateQuerySuite.scala      |   1 +
 .../rapids/CsvScanForIntervalSuite.scala      |   1 +
 .../spark/rapids/GpuIntervalUtilsTest.scala   |   1 +
 .../rapids/IntervalArithmeticSuite.scala      |   1 +
 .../spark/rapids/IntervalCastSuite.scala      |   1 +
 .../spark/rapids/IntervalDivisionSuite.scala  |   1 +
 .../spark/rapids/IntervalMultiplySuite.scala  |   1 +
 .../nvidia/spark/rapids/IntervalSuite.scala   |   1 +
 .../nvidia/spark/rapids/ParquetUDTSuite.scala |   1 +
 .../com/nvidia/spark/rapids/SampleSuite.scala |   1 +
 .../nvidia/spark/rapids/TimestampSuite.scala  |   1 +
 .../sql/rapids/GpuInSubqueryExecSuite.scala   |   1 +
 .../shuffle/RapidsShuffleTestHelper.scala     |   1 +
 tools/generated_files/344/operatorsScore.csv  | 292 +++++++
 .../344/supportedDataSource.csv               |  13 +
 tools/generated_files/344/supportedExecs.csv  |  56 ++
 tools/generated_files/344/supportedExprs.csv  | 790 ++++++++++++++++++
 205 files changed, 1505 insertions(+), 8 deletions(-)
 create mode 100644 sql-plugin/src/main/spark344/scala/com/nvidia/spark/rapids/shims/spark344/SparkShimServiceProvider.scala
 create mode 100644 sql-plugin/src/test/spark344/scala/com/nvidia/spark/rapids/shims/spark344/SparkShimsSuite.scala
 create mode 100644 tools/generated_files/344/operatorsScore.csv
 create mode 100644 tools/generated_files/344/supportedDataSource.csv
 create mode 100644 tools/generated_files/344/supportedExecs.csv
 create mode 100644 tools/generated_files/344/supportedExprs.csv

diff --git a/aggregator/pom.xml b/aggregator/pom.xml
index 0fa440cee05..c6b962f5c37 100644
--- a/aggregator/pom.xml
+++ b/aggregator/pom.xml
@@ -694,6 +694,23 @@
                 </dependency>
             </dependencies>
         </profile>
+        <profile>
+            <id>release344</id>
+            <activation>
+                <property>
+                    <name>buildver</name>
+                    <value>344</value>
+                </property>
+            </activation>
+            <dependencies>
+                <dependency>
+                    <groupId>com.nvidia</groupId>
+                    <artifactId>rapids-4-spark-delta-24x_${scala.binary.version}</artifactId>
+                    <version>${project.version}</version>
+                    <classifier>${spark.version.classifier}</classifier>
+                </dependency>
+            </dependencies>
+        </profile>
         <profile>
             <id>release350</id>
             <activation>
diff --git a/build/shimplify.py b/build/shimplify.py
index 02083467722..d551d2f3bbd 100644
--- a/build/shimplify.py
+++ b/build/shimplify.py
@@ -478,8 +478,7 @@ def __shimplify_layout():
         for src_type in ['main', 'test']:
             __traverse_source_tree_of_all_shims(
                 src_type,
-                lambda unused_src_type, shim_file_path, build_ver_arr:
-                __update_files2bv(files2bv, shim_file_path, build_ver_arr))
+                partial(__update_files2bv, files2bv=files2bv))
 
     # adding a new shim?
     if __add_shim_buildver is not None:
@@ -508,11 +507,17 @@ def __shimplify_layout():
                     __git_rename_or_copy(shim_file, owner_shim)
 
 
-def __update_files2bv(files2bv, path, buildver_arr):
-    assert path not in files2bv.keys(), "new path %s %s should be "\
-        "encountered only once, current map\n%s" % (path, buildver_arr, files2bv)
-    __log.debug("Adding %s %s to files to shim map", path, buildver_arr)
-    files2bv[path] = buildver_arr
+def __update_files2bv(files2bv,
+                      # TODO an anachronism requirement: that the following two params
+                      # have the same name along generate_symlink_file
+                      shim_file_path,
+                      build_ver_arr,
+                      #
+                      **kwargs):
+    assert shim_file_path not in files2bv.keys(), "new path %s %s should be "\
+        "encountered only once, current map\n%s" % (shim_file_path, build_ver_arr, files2bv)
+    __log.debug("Adding %s %s to files to shim map", shim_file_path, build_ver_arr)
+    files2bv[shim_file_path] = build_ver_arr
 
 
 def __add_new_shim_to_file_map(files2bv):
diff --git a/datagen/src/main/spark320/scala/org/apache/spark/sql/tests/datagen/DataGenExprShims.scala b/datagen/src/main/spark320/scala/org/apache/spark/sql/tests/datagen/DataGenExprShims.scala
index b99d3b43dcf..95009b7f50d 100644
--- a/datagen/src/main/spark320/scala/org/apache/spark/sql/tests/datagen/DataGenExprShims.scala
+++ b/datagen/src/main/spark320/scala/org/apache/spark/sql/tests/datagen/DataGenExprShims.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/pom.xml b/pom.xml
index ebc33b045c0..2142df27db2 100644
--- a/pom.xml
+++ b/pom.xml
@@ -406,6 +406,26 @@
                 <module>delta-lake/delta-24x</module>
             </modules>
         </profile>
+        <profile>
+            <id>release344</id>
+            <activation>
+                <property>
+                    <name>buildver</name>
+                    <value>344</value>
+                </property>
+            </activation>
+            <properties>
+                <buildver>344</buildver>
+                <spark.version>${spark344.version}</spark.version>
+                <spark.test.version>${spark344.version}</spark.test.version>
+                <parquet.hadoop.version>1.12.3</parquet.hadoop.version>
+                <iceberg.version>${spark330.iceberg.version}</iceberg.version>
+                <slf4j.version>2.0.6</slf4j.version>
+            </properties>
+            <modules>
+                <module>delta-lake/delta-24x</module>
+            </modules>
+        </profile>
         <profile>
             <id>release330cdh</id>
             <activation>
@@ -796,6 +816,7 @@
         <spark341.version>3.4.1</spark341.version>
         <spark342.version>3.4.2</spark342.version>
         <spark343.version>3.4.3</spark343.version>
+        <spark344.version>3.4.4</spark344.version>
         <spark330cdh.version>3.3.0.3.3.7180.0-274</spark330cdh.version>
         <spark332cdh.version>3.3.2.3.3.7190.0-91</spark332cdh.version>
         <spark330db.version>3.3.0-databricks</spark330db.version>
diff --git a/scala2.13/aggregator/pom.xml b/scala2.13/aggregator/pom.xml
index 44561701b3c..97521e70b36 100644
--- a/scala2.13/aggregator/pom.xml
+++ b/scala2.13/aggregator/pom.xml
@@ -694,6 +694,23 @@
                 </dependency>
             </dependencies>
         </profile>
+        <profile>
+            <id>release344</id>
+            <activation>
+                <property>
+                    <name>buildver</name>
+                    <value>344</value>
+                </property>
+            </activation>
+            <dependencies>
+                <dependency>
+                    <groupId>com.nvidia</groupId>
+                    <artifactId>rapids-4-spark-delta-24x_${scala.binary.version}</artifactId>
+                    <version>${project.version}</version>
+                    <classifier>${spark.version.classifier}</classifier>
+                </dependency>
+            </dependencies>
+        </profile>
         <profile>
             <id>release350</id>
             <activation>
diff --git a/scala2.13/pom.xml b/scala2.13/pom.xml
index 25bddbebd02..27dcc5a475e 100644
--- a/scala2.13/pom.xml
+++ b/scala2.13/pom.xml
@@ -406,6 +406,26 @@
                 <module>delta-lake/delta-24x</module>
             </modules>
         </profile>
+        <profile>
+            <id>release344</id>
+            <activation>
+                <property>
+                    <name>buildver</name>
+                    <value>344</value>
+                </property>
+            </activation>
+            <properties>
+                <buildver>344</buildver>
+                <spark.version>${spark344.version}</spark.version>
+                <spark.test.version>${spark344.version}</spark.test.version>
+                <parquet.hadoop.version>1.12.3</parquet.hadoop.version>
+                <iceberg.version>${spark330.iceberg.version}</iceberg.version>
+                <slf4j.version>2.0.6</slf4j.version>
+            </properties>
+            <modules>
+                <module>delta-lake/delta-24x</module>
+            </modules>
+        </profile>
         <profile>
             <id>release330cdh</id>
             <activation>
@@ -796,6 +816,7 @@
         <spark341.version>3.4.1</spark341.version>
         <spark342.version>3.4.2</spark342.version>
         <spark343.version>3.4.3</spark343.version>
+        <spark344.version>3.4.4</spark344.version>
         <spark330cdh.version>3.3.0.3.3.7180.0-274</spark330cdh.version>
         <spark332cdh.version>3.3.2.3.3.7190.0-91</spark332cdh.version>
         <spark330db.version>3.3.0-databricks</spark330db.version>
diff --git a/sql-plugin/src/main/spark320/java/com/nvidia/spark/rapids/shims/ShimSupportsRuntimeFiltering.java b/sql-plugin/src/main/spark320/java/com/nvidia/spark/rapids/shims/ShimSupportsRuntimeFiltering.java
index 4f5b31a2546..4caafeca133 100644
--- a/sql-plugin/src/main/spark320/java/com/nvidia/spark/rapids/shims/ShimSupportsRuntimeFiltering.java
+++ b/sql-plugin/src/main/spark320/java/com/nvidia/spark/rapids/shims/ShimSupportsRuntimeFiltering.java
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/RapidsShuffleManager.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/RapidsShuffleManager.scala
index 69bb8bafed4..535a976a652 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/RapidsShuffleManager.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/RapidsShuffleManager.scala
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2021-2023, NVIDIA CORPORATION.
+ * Copyright (c) 2021-2024, NVIDIA CORPORATION.
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "350db"}
 {"spark": "351"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/AQEUtils.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/AQEUtils.scala
index 48a390c5bfe..38fb5e2762f 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/AQEUtils.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/AQEUtils.scala
@@ -32,6 +32,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/AggregationTagging.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/AggregationTagging.scala
index 9a25f535e36..8c22b51fbd4 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/AggregationTagging.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/AggregationTagging.scala
@@ -32,6 +32,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/CudfUnsafeRow.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/CudfUnsafeRow.scala
index 9b344410a75..8ea839792ad 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/CudfUnsafeRow.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/CudfUnsafeRow.scala
@@ -34,6 +34,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/CudfUnsafeRowBase.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/CudfUnsafeRowBase.scala
index 0e90242b834..24f995fd4f9 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/CudfUnsafeRowBase.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/CudfUnsafeRowBase.scala
@@ -34,6 +34,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/DateTimeUtilsShims.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/DateTimeUtilsShims.scala
index 362927d497a..ec6c6d76df9 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/DateTimeUtilsShims.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/DateTimeUtilsShims.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/DeltaLakeUtils.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/DeltaLakeUtils.scala
index 7296a6aad16..245de9ddd1a 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/DeltaLakeUtils.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/DeltaLakeUtils.scala
@@ -32,6 +32,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/FileSourceScanExecMeta.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/FileSourceScanExecMeta.scala
index 807f7cca9d7..4fc5c3efaf2 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/FileSourceScanExecMeta.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/FileSourceScanExecMeta.scala
@@ -32,6 +32,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuAggregateInPandasExecMeta.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuAggregateInPandasExecMeta.scala
index 2752c89463a..563470e9b69 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuAggregateInPandasExecMeta.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuAggregateInPandasExecMeta.scala
@@ -34,6 +34,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids.shims
 
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuBatchScanExecBase.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuBatchScanExecBase.scala
index 6baf3be6953..c05ab4ed2a0 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuBatchScanExecBase.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuBatchScanExecBase.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuFileFormatDataWriterShim.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuFileFormatDataWriterShim.scala
index 7abaa5ba464..859f80820ce 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuFileFormatDataWriterShim.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuFileFormatDataWriterShim.scala
@@ -33,6 +33,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuOrcDataReader.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuOrcDataReader.scala
index f5bddb27efc..b05f570e5b8 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuOrcDataReader.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuOrcDataReader.scala
@@ -31,6 +31,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuOrcDataReader320Plus.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuOrcDataReader320Plus.scala
index 8074f2d07c2..2a795bc5d01 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuOrcDataReader320Plus.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuOrcDataReader320Plus.scala
@@ -31,6 +31,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuOrcDataReaderBase.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuOrcDataReaderBase.scala
index 2b1f2b1497e..015ab7939b1 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuOrcDataReaderBase.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuOrcDataReaderBase.scala
@@ -34,6 +34,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuParquetCrypto.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuParquetCrypto.scala
index 83fdf3dbebf..b8e402eab5c 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuParquetCrypto.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuParquetCrypto.scala
@@ -31,6 +31,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuWindowInPandasExec.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuWindowInPandasExec.scala
index 6c067f21f13..a82a0772131 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuWindowInPandasExec.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/GpuWindowInPandasExec.scala
@@ -32,6 +32,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/HashUtils.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/HashUtils.scala
index 9b8c063d590..514bff6f6c6 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/HashUtils.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/HashUtils.scala
@@ -34,6 +34,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/LegacyBehaviorPolicyShim.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/LegacyBehaviorPolicyShim.scala
index 5c176c48ce2..f467f440e77 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/LegacyBehaviorPolicyShim.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/LegacyBehaviorPolicyShim.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids.shims
 
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/NullOutputStreamShim.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/NullOutputStreamShim.scala
index 1708cf194bb..bced9690751 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/NullOutputStreamShim.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/NullOutputStreamShim.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids.shims
 
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/OffsetWindowFunctionMeta.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/OffsetWindowFunctionMeta.scala
index 0a8387a86a7..22fed9eba49 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/OffsetWindowFunctionMeta.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/OffsetWindowFunctionMeta.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/OrcCastingShims.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/OrcCastingShims.scala
index 093e52e624d..5f46fe77baa 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/OrcCastingShims.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/OrcCastingShims.scala
@@ -32,6 +32,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/OrcShims320untilAllBase.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/OrcShims320untilAllBase.scala
index 55a9d750b36..8533360d1c5 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/OrcShims320untilAllBase.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/OrcShims320untilAllBase.scala
@@ -32,6 +32,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/PlanShimsImpl.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/PlanShimsImpl.scala
index f6bdb8c7e23..493e488e6a3 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/PlanShimsImpl.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/PlanShimsImpl.scala
@@ -34,6 +34,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/PythonUDFShim.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/PythonUDFShim.scala
index 8bed67b6e7b..8f1faf2c77c 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/PythonUDFShim.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/PythonUDFShim.scala
@@ -34,6 +34,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids.shims
 
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/RaiseErrorShim.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/RaiseErrorShim.scala
index d86769cb6f4..331e143ff6b 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/RaiseErrorShim.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/RaiseErrorShim.scala
@@ -34,6 +34,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/RapidsCsvScanMeta.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/RapidsCsvScanMeta.scala
index 28b8ca82624..c24ef8b20ae 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/RapidsCsvScanMeta.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/RapidsCsvScanMeta.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/RebaseShims.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/RebaseShims.scala
index d0f4119bc73..43484bab76b 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/RebaseShims.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/RebaseShims.scala
@@ -34,6 +34,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/ShimAQEShuffleReadExec.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/ShimAQEShuffleReadExec.scala
index 379d824d704..9407ad1dfc1 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/ShimAQEShuffleReadExec.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/ShimAQEShuffleReadExec.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/ShimBaseSubqueryExec.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/ShimBaseSubqueryExec.scala
index 844b0c6c71a..ad5c3f03b51 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/ShimBaseSubqueryExec.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/ShimBaseSubqueryExec.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/ShimBroadcastExchangeLike.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/ShimBroadcastExchangeLike.scala
index 39a383f750c..badfe383018 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/ShimBroadcastExchangeLike.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/ShimBroadcastExchangeLike.scala
@@ -32,6 +32,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/ShimLeafExecNode.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/ShimLeafExecNode.scala
index 9ac395a6ef7..a39aa5eddb7 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/ShimLeafExecNode.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/ShimLeafExecNode.scala
@@ -32,6 +32,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/ShimPredicateHelper.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/ShimPredicateHelper.scala
index 99f0056bdc1..32cffca71b7 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/ShimPredicateHelper.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/ShimPredicateHelper.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/Spark320PlusNonDBShims.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/Spark320PlusNonDBShims.scala
index cabf253b1d7..9bf1dbc4774 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/Spark320PlusNonDBShims.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/Spark320PlusNonDBShims.scala
@@ -31,6 +31,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/Spark320PlusShims.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/Spark320PlusShims.scala
index ede2e559995..1e9b6eaeed3 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/Spark320PlusShims.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/Spark320PlusShims.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/StaticPartitionShims.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/StaticPartitionShims.scala
index 3c03b5de762..a865e0e88c6 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/StaticPartitionShims.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/StaticPartitionShims.scala
@@ -34,6 +34,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/TreeNode.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/TreeNode.scala
index 8f2156aee7d..bf270099a92 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/TreeNode.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/TreeNode.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/TypeSigUtil.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/TypeSigUtil.scala
index 8011c47a83a..0549e1b34a8 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/TypeSigUtil.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/TypeSigUtil.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/XxHash64Shims.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/XxHash64Shims.scala
index 40c4dc5b35b..26e8a65bc7e 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/XxHash64Shims.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/XxHash64Shims.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/YearParseUtil.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/YearParseUtil.scala
index bd5cd924814..6873204df43 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/YearParseUtil.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/YearParseUtil.scala
@@ -34,6 +34,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/extractValueShims.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/extractValueShims.scala
index 60fd06f6c38..96365ee261d 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/extractValueShims.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/extractValueShims.scala
@@ -32,6 +32,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/gpuWindows.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/gpuWindows.scala
index ac20a3911fe..32ebd6ccb16 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/gpuWindows.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/shims/gpuWindows.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/v1FallbackWriters.scala b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/v1FallbackWriters.scala
index 50f36b9aa9d..9c4a5cee68f 100644
--- a/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/v1FallbackWriters.scala
+++ b/sql-plugin/src/main/spark320/scala/com/nvidia/spark/rapids/v1FallbackWriters.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/rapids/shims/GpuShuffleBlockResolver.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/rapids/shims/GpuShuffleBlockResolver.scala
index 943a6a11e56..b7233e56311 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/rapids/shims/GpuShuffleBlockResolver.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/rapids/shims/GpuShuffleBlockResolver.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/rapids/shims/GpuShuffleExchangeExec.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/rapids/shims/GpuShuffleExchangeExec.scala
index 67c6a39dbbe..b4f6246abe1 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/rapids/shims/GpuShuffleExchangeExec.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/rapids/shims/GpuShuffleExchangeExec.scala
@@ -32,6 +32,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/rapids/shims/ShuffledBatchRDDUtil.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/rapids/shims/ShuffledBatchRDDUtil.scala
index ffa9d7ae520..d480316b76a 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/rapids/shims/ShuffledBatchRDDUtil.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/rapids/shims/ShuffledBatchRDDUtil.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/rapids/shims/storage/ShimDiskBlockManager.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/rapids/shims/storage/ShimDiskBlockManager.scala
index 9274ddc79cf..76e4b0f6354 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/rapids/shims/storage/ShimDiskBlockManager.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/rapids/shims/storage/ShimDiskBlockManager.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/execution/rapids/shims/FilePartitionShims.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/execution/rapids/shims/FilePartitionShims.scala
index 8b6e43fe60b..b82fd17a0b8 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/execution/rapids/shims/FilePartitionShims.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/execution/rapids/shims/FilePartitionShims.scala
@@ -35,6 +35,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package org.apache.spark.sql.execution.rapids.shims
 
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/hive/rapids/shims/CommandUtilsShim.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/hive/rapids/shims/CommandUtilsShim.scala
index 928cdc69d22..57de2b26c33 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/hive/rapids/shims/CommandUtilsShim.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/hive/rapids/shims/CommandUtilsShim.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/hive/rapids/shims/FileSinkDescShim.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/hive/rapids/shims/FileSinkDescShim.scala
index be7d74bb82c..cf3a7f58c7a 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/hive/rapids/shims/FileSinkDescShim.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/hive/rapids/shims/FileSinkDescShim.scala
@@ -35,6 +35,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package org.apache.spark.sql.hive.rapids.shims
 
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/hive/rapids/shims/GpuRowBasedHiveGenericUDFShim.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/hive/rapids/shims/GpuRowBasedHiveGenericUDFShim.scala
index 340ef937554..5809d2679ff 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/hive/rapids/shims/GpuRowBasedHiveGenericUDFShim.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/hive/rapids/shims/GpuRowBasedHiveGenericUDFShim.scala
@@ -33,6 +33,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "352"}
 {"spark": "353"}
 {"spark": "400"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/hive/rapids/shims/HiveInspectorsShim.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/hive/rapids/shims/HiveInspectorsShim.scala
index 40de4f6d329..9588ff5ef73 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/hive/rapids/shims/HiveInspectorsShim.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/hive/rapids/shims/HiveInspectorsShim.scala
@@ -35,6 +35,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package org.apache.spark.sql.hive.rapids.shims
 
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/nvidia/DFUDFShims.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/nvidia/DFUDFShims.scala
index 360150f36cc..bcbc137176d 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/nvidia/DFUDFShims.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/nvidia/DFUDFShims.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/GpuShuffleMeta.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/GpuShuffleMeta.scala
index 4cd1aebdd20..7b14be876ad 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/GpuShuffleMeta.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/GpuShuffleMeta.scala
@@ -32,6 +32,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package org.apache.spark.sql.rapids.execution
 
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/GpuSubqueryBroadcastMeta.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/GpuSubqueryBroadcastMeta.scala
index 45e5e6c9c19..01f84cbe1bd 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/GpuSubqueryBroadcastMeta.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/GpuSubqueryBroadcastMeta.scala
@@ -31,6 +31,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/GpuArrowPythonOutput.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/GpuArrowPythonOutput.scala
index 9b483c006d2..119801738c3 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/GpuArrowPythonOutput.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/GpuArrowPythonOutput.scala
@@ -34,6 +34,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/GpuArrowPythonRunner.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/GpuArrowPythonRunner.scala
index 764c8a96838..4858d496966 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/GpuArrowPythonRunner.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/GpuArrowPythonRunner.scala
@@ -34,6 +34,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/GpuBasePythonRunner.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/GpuBasePythonRunner.scala
index 971b0eedd0e..309e7608ff3 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/GpuBasePythonRunner.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/GpuBasePythonRunner.scala
@@ -34,6 +34,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package org.apache.spark.sql.rapids.execution.python.shims
 
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/GpuCoGroupedArrowPythonRunner.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/GpuCoGroupedArrowPythonRunner.scala
index 768c57b749a..8c6e6bccf24 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/GpuCoGroupedArrowPythonRunner.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/GpuCoGroupedArrowPythonRunner.scala
@@ -34,6 +34,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/GpuGroupedPythonRunnerFactory.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/GpuGroupedPythonRunnerFactory.scala
index 5e56f20dc30..9818bcd7efb 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/GpuGroupedPythonRunnerFactory.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/GpuGroupedPythonRunnerFactory.scala
@@ -32,6 +32,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/WritePythonUDFUtils.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/WritePythonUDFUtils.scala
index 31c0bd7e8e0..2f7b03493bc 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/WritePythonUDFUtils.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/execution/python/shims/WritePythonUDFUtils.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/ArrowUtilsShim.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/ArrowUtilsShim.scala
index 8496061dc86..e77fdc81ebf 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/ArrowUtilsShim.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/ArrowUtilsShim.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package org.apache.spark.sql.rapids.shims
 
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/AvroUtils.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/AvroUtils.scala
index 812f82c40df..1e2e42c2491 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/AvroUtils.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/AvroUtils.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/DataTypeUtilsShim.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/DataTypeUtilsShim.scala
index 28839326183..4f7928f69e2 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/DataTypeUtilsShim.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/DataTypeUtilsShim.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package org.apache.spark.sql.rapids.shims
 
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/GpuMapInPandasExecMeta.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/GpuMapInPandasExecMeta.scala
index 9482b8f594f..0f3c25a911f 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/GpuMapInPandasExecMeta.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/GpuMapInPandasExecMeta.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package org.apache.spark.sql.rapids.shims
 
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/RapidsQueryErrorUtils.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/RapidsQueryErrorUtils.scala
index 36fc0b97860..016b52e70c4 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/RapidsQueryErrorUtils.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/RapidsQueryErrorUtils.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/RapidsShuffleThreadedWriter.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/RapidsShuffleThreadedWriter.scala
index 7e38b20af06..2914029cee6 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/RapidsShuffleThreadedWriter.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/RapidsShuffleThreadedWriter.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/Spark32XShimsUtils.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/Spark32XShimsUtils.scala
index b1b65faeafb..4a36fe6dd03 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/Spark32XShimsUtils.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/Spark32XShimsUtils.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/datetimeExpressions.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/datetimeExpressions.scala
index e5594f8501b..cd3d5cbd5a4 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/datetimeExpressions.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/datetimeExpressions.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/misc.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/misc.scala
index 9581e40485d..af5d8b000ec 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/misc.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/sql/rapids/shims/misc.scala
@@ -34,6 +34,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/storage/RapidsPushBasedFetchHelper.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/storage/RapidsPushBasedFetchHelper.scala
index fa9e3ad31bb..2338e853476 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/storage/RapidsPushBasedFetchHelper.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/storage/RapidsPushBasedFetchHelper.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark320/scala/org/apache/spark/storage/RapidsShuffleBlockFetcherIterator.scala b/sql-plugin/src/main/spark320/scala/org/apache/spark/storage/RapidsShuffleBlockFetcherIterator.scala
index 8afd6d45983..a3613c3eea6 100644
--- a/sql-plugin/src/main/spark320/scala/org/apache/spark/storage/RapidsShuffleBlockFetcherIterator.scala
+++ b/sql-plugin/src/main/spark320/scala/org/apache/spark/storage/RapidsShuffleBlockFetcherIterator.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark321/scala/com/nvidia/spark/rapids/shims/Spark321PlusShims.scala b/sql-plugin/src/main/spark321/scala/com/nvidia/spark/rapids/shims/Spark321PlusShims.scala
index 9f25dbd8346..0c6a046090c 100644
--- a/sql-plugin/src/main/spark321/scala/com/nvidia/spark/rapids/shims/Spark321PlusShims.scala
+++ b/sql-plugin/src/main/spark321/scala/com/nvidia/spark/rapids/shims/Spark321PlusShims.scala
@@ -34,6 +34,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark323/scala/org/apache/spark/sql/rapids/shims/GpuAscii.scala b/sql-plugin/src/main/spark323/scala/org/apache/spark/sql/rapids/shims/GpuAscii.scala
index f2df6101814..e63fbd0bbbd 100644
--- a/sql-plugin/src/main/spark323/scala/org/apache/spark/sql/rapids/shims/GpuAscii.scala
+++ b/sql-plugin/src/main/spark323/scala/org/apache/spark/sql/rapids/shims/GpuAscii.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/GpuBloomFilter.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/GpuBloomFilter.scala
index bb67b10ab0f..9eacc4084a0 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/GpuBloomFilter.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/GpuBloomFilter.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/GpuBloomFilterMightContain.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/GpuBloomFilterMightContain.scala
index 069d5b54c66..9fc08061cae 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/GpuBloomFilterMightContain.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/GpuBloomFilterMightContain.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/GpuInSubqueryExec.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/GpuInSubqueryExec.scala
index caec8eb0060..c8add7d4538 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/GpuInSubqueryExec.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/GpuInSubqueryExec.scala
@@ -26,6 +26,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/AnsiUtil.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/AnsiUtil.scala
index c7918343e91..1c38c26e88d 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/AnsiUtil.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/AnsiUtil.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/BloomFilterShims.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/BloomFilterShims.scala
index dafd9ddb3c3..be95c2180e5 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/BloomFilterShims.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/BloomFilterShims.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/BucketingUtilsShim.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/BucketingUtilsShim.scala
index 279f663bf35..4de4cc7297d 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/BucketingUtilsShim.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/BucketingUtilsShim.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/CharVarcharUtilsShims.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/CharVarcharUtilsShims.scala
index c34d134e5bd..de1a50a422d 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/CharVarcharUtilsShims.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/CharVarcharUtilsShims.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/DayTimeIntervalShims.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/DayTimeIntervalShims.scala
index e014ede86bf..71800121ed4 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/DayTimeIntervalShims.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/DayTimeIntervalShims.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/DistributionUtil.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/DistributionUtil.scala
index d3e403cb358..088b254d68b 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/DistributionUtil.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/DistributionUtil.scala
@@ -26,6 +26,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/FilteredPartitions.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/FilteredPartitions.scala
index e54dcdb92b4..dbcc1e60048 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/FilteredPartitions.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/FilteredPartitions.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuDataSourceRDD.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuDataSourceRDD.scala
index 100509f0330..e345e3815fb 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuDataSourceRDD.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuDataSourceRDD.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuHashPartitioning.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuHashPartitioning.scala
index b4ad578b182..b3c7f2cbd29 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuHashPartitioning.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuHashPartitioning.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuIntervalUtils.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuIntervalUtils.scala
index 20bcd108bcd..922a99a307f 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuIntervalUtils.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuIntervalUtils.scala
@@ -28,6 +28,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids.shims
 
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuIntervalUtilsBase.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuIntervalUtilsBase.scala
index 7df0bde8fc0..7e9b58ede98 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuIntervalUtilsBase.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuIntervalUtilsBase.scala
@@ -28,6 +28,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuRangePartitioning.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuRangePartitioning.scala
index a876d58a5d2..f13b57e4788 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuRangePartitioning.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuRangePartitioning.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuTypeShims.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuTypeShims.scala
index 58e66879e4c..500b8159fc3 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuTypeShims.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/GpuTypeShims.scala
@@ -28,6 +28,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/InSubqueryShims.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/InSubqueryShims.scala
index f9b3c1801e0..0e7b922c614 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/InSubqueryShims.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/InSubqueryShims.scala
@@ -26,6 +26,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/OrcReadingShims.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/OrcReadingShims.scala
index a434109ae44..d0c70771e2a 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/OrcReadingShims.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/OrcReadingShims.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/OrcShims.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/OrcShims.scala
index 9c089983272..aa1fabfa815 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/OrcShims.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/OrcShims.scala
@@ -26,6 +26,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/ParquetFieldIdShims.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/ParquetFieldIdShims.scala
index b9a26243c4f..90b9906bad4 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/ParquetFieldIdShims.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/ParquetFieldIdShims.scala
@@ -28,6 +28,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/ParquetSchemaClipShims.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/ParquetSchemaClipShims.scala
index 3251f7f6d58..67caa2759c6 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/ParquetSchemaClipShims.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/ParquetSchemaClipShims.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/PythonMapInArrowExecShims.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/PythonMapInArrowExecShims.scala
index c80e7a40942..1f2f8496056 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/PythonMapInArrowExecShims.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/PythonMapInArrowExecShims.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids.shims
 
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/RapidsFileSourceMetaUtils.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/RapidsFileSourceMetaUtils.scala
index 484d82f6fbe..c8e5670e687 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/RapidsFileSourceMetaUtils.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/RapidsFileSourceMetaUtils.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/RapidsOrcScanMeta.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/RapidsOrcScanMeta.scala
index 7a447bcf14a..3d2fc164460 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/RapidsOrcScanMeta.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/RapidsOrcScanMeta.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/RapidsParquetScanMeta.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/RapidsParquetScanMeta.scala
index 249f80cae44..2efda449ac8 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/RapidsParquetScanMeta.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/RapidsParquetScanMeta.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/RoundingShims.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/RoundingShims.scala
index b109ab3e726..97db903e854 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/RoundingShims.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/RoundingShims.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/ScanExecShims.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/ScanExecShims.scala
index 95ed80f1ea9..c5ffff081bf 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/ScanExecShims.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/ScanExecShims.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/Spark330PlusNonDBShims.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/Spark330PlusNonDBShims.scala
index 4bacaf6fc4c..7361b0d512e 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/Spark330PlusNonDBShims.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/Spark330PlusNonDBShims.scala
@@ -26,6 +26,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/Spark330PlusShims.scala b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/Spark330PlusShims.scala
index 3fc5ef6d8f4..f2f0f970c01 100644
--- a/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/Spark330PlusShims.scala
+++ b/sql-plugin/src/main/spark330/scala/com/nvidia/spark/rapids/shims/Spark330PlusShims.scala
@@ -26,6 +26,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/execution/datasources/parquet/ShimCurrentBatchIterator.scala b/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/execution/datasources/parquet/ShimCurrentBatchIterator.scala
index 79b2157501a..e360f1fc121 100644
--- a/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/execution/datasources/parquet/ShimCurrentBatchIterator.scala
+++ b/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/execution/datasources/parquet/ShimCurrentBatchIterator.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/execution/datasources/parquet/rapids/shims/ShimVectorizedColumnReader.scala b/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/execution/datasources/parquet/rapids/shims/ShimVectorizedColumnReader.scala
index 85b17788f41..1d770c9a370 100644
--- a/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/execution/datasources/parquet/rapids/shims/ShimVectorizedColumnReader.scala
+++ b/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/execution/datasources/parquet/rapids/shims/ShimVectorizedColumnReader.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package org.apache.spark.sql.execution.datasources.parquet.rapids.shims
 
diff --git a/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/aggregate/GpuBloomFilterAggregate.scala b/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/aggregate/GpuBloomFilterAggregate.scala
index 7f03e4d4b29..a9ffbe7612f 100644
--- a/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/aggregate/GpuBloomFilterAggregate.scala
+++ b/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/aggregate/GpuBloomFilterAggregate.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/shims/GpuPythonMapInArrowExec.scala b/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/shims/GpuPythonMapInArrowExec.scala
index 999c0f7f6c3..5bf0c24f115 100644
--- a/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/shims/GpuPythonMapInArrowExec.scala
+++ b/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/shims/GpuPythonMapInArrowExec.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/shims/GpuPythonMapInArrowExecMeta.scala b/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/shims/GpuPythonMapInArrowExecMeta.scala
index 4739d3859c4..5d1dbbff359 100644
--- a/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/shims/GpuPythonMapInArrowExecMeta.scala
+++ b/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/shims/GpuPythonMapInArrowExecMeta.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package org.apache.spark.sql.rapids.shims
 
diff --git a/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/shims/RapidsErrorUtilsFor330plus.scala b/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/shims/RapidsErrorUtilsFor330plus.scala
index 76e6f17da77..554cb84f6fa 100644
--- a/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/shims/RapidsErrorUtilsFor330plus.scala
+++ b/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/shims/RapidsErrorUtilsFor330plus.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/shims/RapidsShuffleThreadedReader.scala b/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/shims/RapidsShuffleThreadedReader.scala
index 84fa9066980..28ac1a4fc9b 100644
--- a/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/shims/RapidsShuffleThreadedReader.scala
+++ b/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/shims/RapidsShuffleThreadedReader.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/shims/intervalExpressions.scala b/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/shims/intervalExpressions.scala
index f80d6a247d0..1c054aea714 100644
--- a/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/shims/intervalExpressions.scala
+++ b/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/rapids/shims/intervalExpressions.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/types/shims/PartitionValueCastShims.scala b/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/types/shims/PartitionValueCastShims.scala
index 7081b965ceb..eb32f20d0d8 100644
--- a/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/types/shims/PartitionValueCastShims.scala
+++ b/sql-plugin/src/main/spark330/scala/org/apache/spark/sql/types/shims/PartitionValueCastShims.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/AnsiCastShim.scala b/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/AnsiCastShim.scala
index 7724ebd5fd2..a1486cefb6f 100644
--- a/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/AnsiCastShim.scala
+++ b/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/AnsiCastShim.scala
@@ -21,6 +21,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/CastingConfigShim.scala b/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/CastingConfigShim.scala
index f8920680f11..6297cb99849 100644
--- a/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/CastingConfigShim.scala
+++ b/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/CastingConfigShim.scala
@@ -22,6 +22,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/ColumnDefaultValuesShims.scala b/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/ColumnDefaultValuesShims.scala
index 5c77aee4640..11989dbb1c0 100644
--- a/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/ColumnDefaultValuesShims.scala
+++ b/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/ColumnDefaultValuesShims.scala
@@ -21,6 +21,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/DecimalArithmeticOverrides.scala b/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/DecimalArithmeticOverrides.scala
index 76b1500c7c6..8174ed235a6 100644
--- a/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/DecimalArithmeticOverrides.scala
+++ b/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/DecimalArithmeticOverrides.scala
@@ -22,6 +22,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/GetMapValueMeta.scala b/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/GetMapValueMeta.scala
index 4e51ed75ae3..087c5e76d37 100644
--- a/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/GetMapValueMeta.scala
+++ b/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/GetMapValueMeta.scala
@@ -22,6 +22,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/GpuCastShims.scala b/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/GpuCastShims.scala
index e16787619c9..73bd74f0648 100644
--- a/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/GpuCastShims.scala
+++ b/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/GpuCastShims.scala
@@ -22,6 +22,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/ParquetStringPredShims.scala b/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/ParquetStringPredShims.scala
index 61957a510e7..6f5d567df32 100644
--- a/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/ParquetStringPredShims.scala
+++ b/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/ParquetStringPredShims.scala
@@ -22,6 +22,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/ShimFilePartitionReaderFactory.scala b/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/ShimFilePartitionReaderFactory.scala
index ac75ffe393f..486fcee65a8 100644
--- a/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/ShimFilePartitionReaderFactory.scala
+++ b/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/ShimFilePartitionReaderFactory.scala
@@ -22,6 +22,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/TypeUtilsShims.scala b/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/TypeUtilsShims.scala
index d4d8ad5c5e0..f45f33c05a2 100644
--- a/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/TypeUtilsShims.scala
+++ b/sql-plugin/src/main/spark330db/scala/com/nvidia/spark/rapids/shims/TypeUtilsShims.scala
@@ -22,6 +22,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330db/scala/org/apache/spark/sql/execution/datasources/parquet/rapids/shims/ParquetCVShims.scala b/sql-plugin/src/main/spark330db/scala/org/apache/spark/sql/execution/datasources/parquet/rapids/shims/ParquetCVShims.scala
index dd04d7cfd26..10e322e8990 100644
--- a/sql-plugin/src/main/spark330db/scala/org/apache/spark/sql/execution/datasources/parquet/rapids/shims/ParquetCVShims.scala
+++ b/sql-plugin/src/main/spark330db/scala/org/apache/spark/sql/execution/datasources/parquet/rapids/shims/ParquetCVShims.scala
@@ -22,6 +22,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package org.apache.spark.sql.execution.datasources.parquet
 
diff --git a/sql-plugin/src/main/spark330db/scala/org/apache/spark/sql/execution/datasources/rapids/DataSourceStrategyUtils.scala b/sql-plugin/src/main/spark330db/scala/org/apache/spark/sql/execution/datasources/rapids/DataSourceStrategyUtils.scala
index acf6a48d856..2e1c37459f6 100644
--- a/sql-plugin/src/main/spark330db/scala/org/apache/spark/sql/execution/datasources/rapids/DataSourceStrategyUtils.scala
+++ b/sql-plugin/src/main/spark330db/scala/org/apache/spark/sql/execution/datasources/rapids/DataSourceStrategyUtils.scala
@@ -22,6 +22,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330db/scala/org/apache/spark/sql/rapids/GpuCheckOverflowInTableInsert.scala b/sql-plugin/src/main/spark330db/scala/org/apache/spark/sql/rapids/GpuCheckOverflowInTableInsert.scala
index 70a689208a5..5c864bc1ef2 100644
--- a/sql-plugin/src/main/spark330db/scala/org/apache/spark/sql/rapids/GpuCheckOverflowInTableInsert.scala
+++ b/sql-plugin/src/main/spark330db/scala/org/apache/spark/sql/rapids/GpuCheckOverflowInTableInsert.scala
@@ -27,6 +27,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330db/scala/org/apache/spark/sql/rapids/aggregate/aggregateFunctions.scala b/sql-plugin/src/main/spark330db/scala/org/apache/spark/sql/rapids/aggregate/aggregateFunctions.scala
index 702a8ab66ce..e6e6cff017c 100644
--- a/sql-plugin/src/main/spark330db/scala/org/apache/spark/sql/rapids/aggregate/aggregateFunctions.scala
+++ b/sql-plugin/src/main/spark330db/scala/org/apache/spark/sql/rapids/aggregate/aggregateFunctions.scala
@@ -22,6 +22,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark330db/scala/org/apache/spark/sql/rapids/arithmetic.scala b/sql-plugin/src/main/spark330db/scala/org/apache/spark/sql/rapids/arithmetic.scala
index 1ea8adb6126..1175c8f76b9 100644
--- a/sql-plugin/src/main/spark330db/scala/org/apache/spark/sql/rapids/arithmetic.scala
+++ b/sql-plugin/src/main/spark330db/scala/org/apache/spark/sql/rapids/arithmetic.scala
@@ -22,6 +22,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark331/scala/com/nvidia/spark/rapids/shims/Spark331PlusNonDBShims.scala b/sql-plugin/src/main/spark331/scala/com/nvidia/spark/rapids/shims/Spark331PlusNonDBShims.scala
index 03a77dddbd6..d59b3e33dd6 100644
--- a/sql-plugin/src/main/spark331/scala/com/nvidia/spark/rapids/shims/Spark331PlusNonDBShims.scala
+++ b/sql-plugin/src/main/spark331/scala/com/nvidia/spark/rapids/shims/Spark331PlusNonDBShims.scala
@@ -24,6 +24,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/CreateDataSourceTableAsSelectCommandMetaShims.scala b/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/CreateDataSourceTableAsSelectCommandMetaShims.scala
index 7e4149d383c..b8b8579a0cf 100644
--- a/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/CreateDataSourceTableAsSelectCommandMetaShims.scala
+++ b/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/CreateDataSourceTableAsSelectCommandMetaShims.scala
@@ -21,6 +21,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/FileIndexOptionsShims.scala b/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/FileIndexOptionsShims.scala
index 37c60f1beb8..47563bf4925 100644
--- a/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/FileIndexOptionsShims.scala
+++ b/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/FileIndexOptionsShims.scala
@@ -21,6 +21,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/GpuInsertIntoHiveTable.scala b/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/GpuInsertIntoHiveTable.scala
index 9cdbb7f96ca..71515836297 100644
--- a/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/GpuInsertIntoHiveTable.scala
+++ b/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/GpuInsertIntoHiveTable.scala
@@ -21,6 +21,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/GpuKnownNullable.scala b/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/GpuKnownNullable.scala
index e63bdfb374f..5d1e194c423 100644
--- a/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/GpuKnownNullable.scala
+++ b/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/GpuKnownNullable.scala
@@ -21,6 +21,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/GpuOptimizedCreateHiveTableAsSelectCommandShims.scala b/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/GpuOptimizedCreateHiveTableAsSelectCommandShims.scala
index af3ca1991e4..7af40c39c86 100644
--- a/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/GpuOptimizedCreateHiveTableAsSelectCommandShims.scala
+++ b/sql-plugin/src/main/spark332db/scala/com/nvidia/spark/rapids/shims/GpuOptimizedCreateHiveTableAsSelectCommandShims.scala
@@ -21,6 +21,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/execution/datasources/GpuWriteFiles.scala b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/execution/datasources/GpuWriteFiles.scala
index 7657ec4adfb..8b997672dc9 100644
--- a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/execution/datasources/GpuWriteFiles.scala
+++ b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/execution/datasources/GpuWriteFiles.scala
@@ -21,6 +21,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/hive/rapids/shims/CreateFunctions.scala b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/hive/rapids/shims/CreateFunctions.scala
index 96046aed76c..36e04c5d57b 100644
--- a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/hive/rapids/shims/CreateFunctions.scala
+++ b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/hive/rapids/shims/CreateFunctions.scala
@@ -20,6 +20,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package org.apache.spark.sql.hive.rapids.shims
 
diff --git a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/hive/rapids/shims/HiveFileUtil.scala b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/hive/rapids/shims/HiveFileUtil.scala
index b964235f139..c965d7d13bf 100644
--- a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/hive/rapids/shims/HiveFileUtil.scala
+++ b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/hive/rapids/shims/HiveFileUtil.scala
@@ -22,6 +22,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/hive/rapids/shims/HiveProviderCmdShims.scala b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/hive/rapids/shims/HiveProviderCmdShims.scala
index 4c319d8fd81..7761c65570c 100644
--- a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/hive/rapids/shims/HiveProviderCmdShims.scala
+++ b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/hive/rapids/shims/HiveProviderCmdShims.scala
@@ -21,6 +21,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/GpuFileFormatWriter.scala b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/GpuFileFormatWriter.scala
index 262db11fcd6..561e03b5952 100644
--- a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/GpuFileFormatWriter.scala
+++ b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/GpuFileFormatWriter.scala
@@ -21,6 +21,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/GpuCreateDataSourceTableAsSelectCommandShims.scala b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/GpuCreateDataSourceTableAsSelectCommandShims.scala
index b32cb160a99..2015436e048 100644
--- a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/GpuCreateDataSourceTableAsSelectCommandShims.scala
+++ b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/GpuCreateDataSourceTableAsSelectCommandShims.scala
@@ -21,6 +21,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/GpuDataSource.scala b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/GpuDataSource.scala
index 05534a39a8c..64375b0b89d 100644
--- a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/GpuDataSource.scala
+++ b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/GpuDataSource.scala
@@ -21,6 +21,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/SchemaMetadataShims.scala b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/SchemaMetadataShims.scala
index bff6af379b7..d52d59fecfe 100644
--- a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/SchemaMetadataShims.scala
+++ b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/SchemaMetadataShims.scala
@@ -21,6 +21,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package org.apache.spark.sql.rapids.shims
 
diff --git a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/SchemaUtilsShims.scala b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/SchemaUtilsShims.scala
index 0bba3a66ab2..c41d870507a 100644
--- a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/SchemaUtilsShims.scala
+++ b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/SchemaUtilsShims.scala
@@ -21,6 +21,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/SparkDateTimeExceptionShims.scala b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/SparkDateTimeExceptionShims.scala
index fd34dcfb682..57acb5c4070 100644
--- a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/SparkDateTimeExceptionShims.scala
+++ b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/SparkDateTimeExceptionShims.scala
@@ -21,6 +21,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/SparkUpgradeExceptionShims.scala b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/SparkUpgradeExceptionShims.scala
index 140b45252a4..00eaf260c93 100644
--- a/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/SparkUpgradeExceptionShims.scala
+++ b/sql-plugin/src/main/spark332db/scala/org/apache/spark/sql/rapids/shims/SparkUpgradeExceptionShims.scala
@@ -21,6 +21,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark334/scala/com/nvidia/spark/rapids/shims/GetSequenceSize.scala b/sql-plugin/src/main/spark334/scala/com/nvidia/spark/rapids/shims/GetSequenceSize.scala
index 67ced916e03..07da94bcf07 100644
--- a/sql-plugin/src/main/spark334/scala/com/nvidia/spark/rapids/shims/GetSequenceSize.scala
+++ b/sql-plugin/src/main/spark334/scala/com/nvidia/spark/rapids/shims/GetSequenceSize.scala
@@ -18,6 +18,7 @@
 {"spark": "334"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "351"}
 {"spark": "352"}
 {"spark": "353"}
diff --git a/sql-plugin/src/main/spark334/scala/org/apache/spark/sql/rapids/shims/SequenceSizeTooLongUnsuccessfulErrorBuilder.scala b/sql-plugin/src/main/spark334/scala/org/apache/spark/sql/rapids/shims/SequenceSizeTooLongUnsuccessfulErrorBuilder.scala
index 0b0e5c61656..8d590a54075 100644
--- a/sql-plugin/src/main/spark334/scala/org/apache/spark/sql/rapids/shims/SequenceSizeTooLongUnsuccessfulErrorBuilder.scala
+++ b/sql-plugin/src/main/spark334/scala/org/apache/spark/sql/rapids/shims/SequenceSizeTooLongUnsuccessfulErrorBuilder.scala
@@ -18,6 +18,7 @@
 {"spark": "334"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "351"}
 {"spark": "352"}
 {"spark": "353"}
diff --git a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/BatchScanExecMeta.scala b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/BatchScanExecMeta.scala
index 8e5d64017df..1f1264570b2 100644
--- a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/BatchScanExecMeta.scala
+++ b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/BatchScanExecMeta.scala
@@ -20,6 +20,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids.shims
 
diff --git a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/CastCheckShims.scala b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/CastCheckShims.scala
index 6ef5765cf62..2d963beb37d 100644
--- a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/CastCheckShims.scala
+++ b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/CastCheckShims.scala
@@ -21,6 +21,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/GlobalLimitShims.scala b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/GlobalLimitShims.scala
index a1338b6b354..eeabc308b3f 100644
--- a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/GlobalLimitShims.scala
+++ b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/GlobalLimitShims.scala
@@ -20,6 +20,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/GpuBatchScanExec.scala b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/GpuBatchScanExec.scala
index 4bcf0d611a5..a341b145849 100644
--- a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/GpuBatchScanExec.scala
+++ b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/GpuBatchScanExec.scala
@@ -20,6 +20,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/GpuBroadcastJoinMeta.scala b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/GpuBroadcastJoinMeta.scala
index 825435a7154..8f96fddbbb7 100644
--- a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/GpuBroadcastJoinMeta.scala
+++ b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/GpuBroadcastJoinMeta.scala
@@ -18,6 +18,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/KeyGroupedPartitioningShim.scala b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/KeyGroupedPartitioningShim.scala
index 18da13783a3..a134d4dc084 100644
--- a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/KeyGroupedPartitioningShim.scala
+++ b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/KeyGroupedPartitioningShim.scala
@@ -19,6 +19,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids.shims
 
diff --git a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/OrcProtoWriterShim.scala b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/OrcProtoWriterShim.scala
index 4219d939676..06e41559f8e 100644
--- a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/OrcProtoWriterShim.scala
+++ b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/OrcProtoWriterShim.scala
@@ -21,6 +21,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/ParquetLegacyNanoAsLongShims.scala b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/ParquetLegacyNanoAsLongShims.scala
index 8284e4fb1e6..dcb7da07a8b 100644
--- a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/ParquetLegacyNanoAsLongShims.scala
+++ b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/ParquetLegacyNanoAsLongShims.scala
@@ -20,6 +20,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/ParquetTimestampAnnotationShims.scala b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/ParquetTimestampAnnotationShims.scala
index 0067a2ef854..1498164add2 100644
--- a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/ParquetTimestampAnnotationShims.scala
+++ b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/ParquetTimestampAnnotationShims.scala
@@ -20,6 +20,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/ParquetTimestampNTZShims.scala b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/ParquetTimestampNTZShims.scala
index f2da6ec9d29..d6dd9517e00 100644
--- a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/ParquetTimestampNTZShims.scala
+++ b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/ParquetTimestampNTZShims.scala
@@ -20,6 +20,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/PartitionedFileUtilsShim.scala b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/PartitionedFileUtilsShim.scala
index 62fe32ae8db..6ca8b532016 100644
--- a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/PartitionedFileUtilsShim.scala
+++ b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/PartitionedFileUtilsShim.scala
@@ -19,6 +19,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids.shims
 
diff --git a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/PartitionedFileUtilsShimBase.scala b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/PartitionedFileUtilsShimBase.scala
index 41431a4ce01..2cb0af118eb 100644
--- a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/PartitionedFileUtilsShimBase.scala
+++ b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/PartitionedFileUtilsShimBase.scala
@@ -19,6 +19,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/ShuffleOriginUtil.scala b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/ShuffleOriginUtil.scala
index 2c44cdacd3f..bd5c71d40a7 100644
--- a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/ShuffleOriginUtil.scala
+++ b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/ShuffleOriginUtil.scala
@@ -19,6 +19,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/Spark340PlusNonDBShims.scala b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/Spark340PlusNonDBShims.scala
index 4beb80b79d4..f131c1303af 100644
--- a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/Spark340PlusNonDBShims.scala
+++ b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/Spark340PlusNonDBShims.scala
@@ -19,6 +19,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/SparkShims.scala b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/SparkShims.scala
index c2946ca8c1b..4f9a3b541f9 100644
--- a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/SparkShims.scala
+++ b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/SparkShims.scala
@@ -19,6 +19,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids.shims
 
diff --git a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/TagScanForRuntimeFiltering.scala b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/TagScanForRuntimeFiltering.scala
index c304add36ae..0af6caca003 100644
--- a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/TagScanForRuntimeFiltering.scala
+++ b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shims/TagScanForRuntimeFiltering.scala
@@ -20,6 +20,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shuffle/RapidsShuffleIterator.scala b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shuffle/RapidsShuffleIterator.scala
index 55873e8020b..aa5ca4d9ad2 100644
--- a/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shuffle/RapidsShuffleIterator.scala
+++ b/sql-plugin/src/main/spark340/scala/com/nvidia/spark/rapids/shuffle/RapidsShuffleIterator.scala
@@ -20,6 +20,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/catalyst/csv/GpuCsvUtils.scala b/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/catalyst/csv/GpuCsvUtils.scala
index f027f8bacdb..b9fcf8ec0e9 100644
--- a/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/catalyst/csv/GpuCsvUtils.scala
+++ b/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/catalyst/csv/GpuCsvUtils.scala
@@ -20,6 +20,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/catalyst/json/GpuJsonUtils.scala b/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/catalyst/json/GpuJsonUtils.scala
index ced774703be..05da876f0a6 100644
--- a/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/catalyst/json/GpuJsonUtils.scala
+++ b/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/catalyst/json/GpuJsonUtils.scala
@@ -20,6 +20,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/execution/datasources/v2/rapids/GpuAtomicCreateTableAsSelectExec.scala b/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/execution/datasources/v2/rapids/GpuAtomicCreateTableAsSelectExec.scala
index a655a0dc1b2..26646b7247b 100644
--- a/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/execution/datasources/v2/rapids/GpuAtomicCreateTableAsSelectExec.scala
+++ b/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/execution/datasources/v2/rapids/GpuAtomicCreateTableAsSelectExec.scala
@@ -19,6 +19,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package org.apache.spark.sql.execution.datasources.v2.rapids
 
diff --git a/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/execution/datasources/v2/rapids/GpuAtomicReplaceTableAsSelectExec.scala b/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/execution/datasources/v2/rapids/GpuAtomicReplaceTableAsSelectExec.scala
index d22058a3e5e..81b36afda83 100644
--- a/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/execution/datasources/v2/rapids/GpuAtomicReplaceTableAsSelectExec.scala
+++ b/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/execution/datasources/v2/rapids/GpuAtomicReplaceTableAsSelectExec.scala
@@ -19,6 +19,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package org.apache.spark.sql.execution.datasources.v2.rapids
 
diff --git a/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/RapidsCachingReader.scala b/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/RapidsCachingReader.scala
index 4781e649c21..4665587f356 100644
--- a/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/RapidsCachingReader.scala
+++ b/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/RapidsCachingReader.scala
@@ -20,6 +20,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/execution/GpuBroadcastHashJoinExec.scala b/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/execution/GpuBroadcastHashJoinExec.scala
index 17c43914f83..d4531cf5d7f 100644
--- a/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/execution/GpuBroadcastHashJoinExec.scala
+++ b/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/execution/GpuBroadcastHashJoinExec.scala
@@ -19,6 +19,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/execution/GpuBroadcastNestedLoopJoinExec.scala b/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/execution/GpuBroadcastNestedLoopJoinExec.scala
index 2a73ff99f3f..66e1e2d5e4a 100644
--- a/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/execution/GpuBroadcastNestedLoopJoinExec.scala
+++ b/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/execution/GpuBroadcastNestedLoopJoinExec.scala
@@ -19,6 +19,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/execution/ShimTrampolineUtil.scala b/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/execution/ShimTrampolineUtil.scala
index a126cc90249..a88c31e6985 100644
--- a/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/execution/ShimTrampolineUtil.scala
+++ b/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/execution/ShimTrampolineUtil.scala
@@ -19,6 +19,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/shims/GpuJsonToStructsShim.scala b/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/shims/GpuJsonToStructsShim.scala
index 0e3a51dc93e..7a7cef56d64 100644
--- a/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/shims/GpuJsonToStructsShim.scala
+++ b/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/shims/GpuJsonToStructsShim.scala
@@ -19,6 +19,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/shims/RapidsErrorUtils340PlusBase.scala b/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/shims/RapidsErrorUtils340PlusBase.scala
index 13bb18b5a09..c344b3a365c 100644
--- a/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/shims/RapidsErrorUtils340PlusBase.scala
+++ b/sql-plugin/src/main/spark340/scala/org/apache/spark/sql/rapids/shims/RapidsErrorUtils340PlusBase.scala
@@ -19,6 +19,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/sql-plugin/src/main/spark342/scala/com/nvidia/spark/rapids/shims/DecimalMultiply128.scala b/sql-plugin/src/main/spark342/scala/com/nvidia/spark/rapids/shims/DecimalMultiply128.scala
index 17bc9c52a5e..46cecb1484f 100644
--- a/sql-plugin/src/main/spark342/scala/com/nvidia/spark/rapids/shims/DecimalMultiply128.scala
+++ b/sql-plugin/src/main/spark342/scala/com/nvidia/spark/rapids/shims/DecimalMultiply128.scala
@@ -17,6 +17,7 @@
 /*** spark-rapids-shim-json-lines
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "351"}
 {"spark": "352"}
 {"spark": "353"}
diff --git a/sql-plugin/src/main/spark342/scala/org/apache/spark/sql/rapids/shims/RapidsErrorUtils.scala b/sql-plugin/src/main/spark342/scala/org/apache/spark/sql/rapids/shims/RapidsErrorUtils.scala
index b2d795c7f72..d67a0d7aee6 100644
--- a/sql-plugin/src/main/spark342/scala/org/apache/spark/sql/rapids/shims/RapidsErrorUtils.scala
+++ b/sql-plugin/src/main/spark342/scala/org/apache/spark/sql/rapids/shims/RapidsErrorUtils.scala
@@ -17,6 +17,7 @@
 /*** spark-rapids-shim-json-lines
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "351"}
 {"spark": "352"}
 {"spark": "353"}
diff --git a/sql-plugin/src/main/spark344/scala/com/nvidia/spark/rapids/shims/spark344/SparkShimServiceProvider.scala b/sql-plugin/src/main/spark344/scala/com/nvidia/spark/rapids/shims/spark344/SparkShimServiceProvider.scala
new file mode 100644
index 00000000000..80f042e0ee7
--- /dev/null
+++ b/sql-plugin/src/main/spark344/scala/com/nvidia/spark/rapids/shims/spark344/SparkShimServiceProvider.scala
@@ -0,0 +1,36 @@
+/*
+ * Copyright (c) 2024, NVIDIA CORPORATION.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+/*** spark-rapids-shim-json-lines
+{"spark": "344"}
+spark-rapids-shim-json-lines ***/
+package com.nvidia.spark.rapids.shims.spark344
+
+import com.nvidia.spark.rapids.SparkShimVersion
+
+object SparkShimServiceProvider {
+  val VERSION = SparkShimVersion(3, 4, 4)
+  val VERSIONNAMES = Seq(s"$VERSION")
+}
+
+class SparkShimServiceProvider extends com.nvidia.spark.rapids.SparkShimServiceProvider {
+
+  override def getShimVersion: SparkShimVersion = SparkShimServiceProvider.VERSION
+
+  override def matchesVersion(version: String): Boolean = {
+    SparkShimServiceProvider.VERSIONNAMES.contains(version)
+  }
+}
diff --git a/sql-plugin/src/test/spark344/scala/com/nvidia/spark/rapids/shims/spark344/SparkShimsSuite.scala b/sql-plugin/src/test/spark344/scala/com/nvidia/spark/rapids/shims/spark344/SparkShimsSuite.scala
new file mode 100644
index 00000000000..2e871e625c1
--- /dev/null
+++ b/sql-plugin/src/test/spark344/scala/com/nvidia/spark/rapids/shims/spark344/SparkShimsSuite.scala
@@ -0,0 +1,35 @@
+/*
+ * Copyright (c) 2024, NVIDIA CORPORATION.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+/*** spark-rapids-shim-json-lines
+{"spark": "344"}
+spark-rapids-shim-json-lines ***/
+package com.nvidia.spark.rapids.shims.spark344
+
+import com.nvidia.spark.rapids._
+import org.scalatest.funsuite.AnyFunSuite
+
+class SparkShimsSuite extends AnyFunSuite with FQSuiteName {
+  test("spark shims version") {
+    assert(ShimLoader.getShimVersion === SparkShimVersion(3, 4, 4))
+  }
+
+  test("shuffle manager class") {
+    assert(ShimLoader.getRapidsShuffleManagerClass ===
+      classOf[com.nvidia.spark.rapids.spark344.RapidsShuffleManager].getCanonicalName)
+  }
+
+}
diff --git a/tests/src/test/spark320/scala/com/nvidia/spark/rapids/ConcurrentWriterMetricsSuite.scala b/tests/src/test/spark320/scala/com/nvidia/spark/rapids/ConcurrentWriterMetricsSuite.scala
index cad9da2d33a..0dce16a5dbb 100644
--- a/tests/src/test/spark320/scala/com/nvidia/spark/rapids/ConcurrentWriterMetricsSuite.scala
+++ b/tests/src/test/spark320/scala/com/nvidia/spark/rapids/ConcurrentWriterMetricsSuite.scala
@@ -35,6 +35,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids
 
diff --git a/tests/src/test/spark320/scala/com/nvidia/spark/rapids/shims/OrcStatisticShim.scala b/tests/src/test/spark320/scala/com/nvidia/spark/rapids/shims/OrcStatisticShim.scala
index 9f62cd6543a..20db98973f1 100644
--- a/tests/src/test/spark320/scala/com/nvidia/spark/rapids/shims/OrcStatisticShim.scala
+++ b/tests/src/test/spark320/scala/com/nvidia/spark/rapids/shims/OrcStatisticShim.scala
@@ -32,6 +32,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/tests/src/test/spark321/scala/com/nvidia/spark/rapids/DynamicPruningSuite.scala b/tests/src/test/spark321/scala/com/nvidia/spark/rapids/DynamicPruningSuite.scala
index 722e5bb215b..e303c207f63 100644
--- a/tests/src/test/spark321/scala/com/nvidia/spark/rapids/DynamicPruningSuite.scala
+++ b/tests/src/test/spark321/scala/com/nvidia/spark/rapids/DynamicPruningSuite.scala
@@ -28,6 +28,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids
 
diff --git a/tests/src/test/spark321/scala/com/nvidia/spark/rapids/OrcEncryptionSuite.scala b/tests/src/test/spark321/scala/com/nvidia/spark/rapids/OrcEncryptionSuite.scala
index 2fd72a5ac0f..1dc40a9589f 100644
--- a/tests/src/test/spark321/scala/com/nvidia/spark/rapids/OrcEncryptionSuite.scala
+++ b/tests/src/test/spark321/scala/com/nvidia/spark/rapids/OrcEncryptionSuite.scala
@@ -28,6 +28,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids
 
diff --git a/tests/src/test/spark321/scala/org/apache/spark/sql/rapids/RapidsShuffleThreadedReaderSuite.scala b/tests/src/test/spark321/scala/org/apache/spark/sql/rapids/RapidsShuffleThreadedReaderSuite.scala
index ccdd4362dee..e092d1199ea 100644
--- a/tests/src/test/spark321/scala/org/apache/spark/sql/rapids/RapidsShuffleThreadedReaderSuite.scala
+++ b/tests/src/test/spark321/scala/org/apache/spark/sql/rapids/RapidsShuffleThreadedReaderSuite.scala
@@ -28,6 +28,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package org.apache.spark.sql.rapids
 
diff --git a/tests/src/test/spark321/scala/org/apache/spark/sql/rapids/RapidsShuffleThreadedWriterSuite.scala b/tests/src/test/spark321/scala/org/apache/spark/sql/rapids/RapidsShuffleThreadedWriterSuite.scala
index 818aa84bb3b..455b3b670c2 100644
--- a/tests/src/test/spark321/scala/org/apache/spark/sql/rapids/RapidsShuffleThreadedWriterSuite.scala
+++ b/tests/src/test/spark321/scala/org/apache/spark/sql/rapids/RapidsShuffleThreadedWriterSuite.scala
@@ -28,6 +28,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package org.apache.spark.sql.rapids
 
diff --git a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/BloomFilterAggregateQuerySuite.scala b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/BloomFilterAggregateQuerySuite.scala
index 7fc26e76005..6cf35788e27 100644
--- a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/BloomFilterAggregateQuerySuite.scala
+++ b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/BloomFilterAggregateQuerySuite.scala
@@ -29,6 +29,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids
 
diff --git a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/CsvScanForIntervalSuite.scala b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/CsvScanForIntervalSuite.scala
index e812fca9449..6782ff1fba0 100644
--- a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/CsvScanForIntervalSuite.scala
+++ b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/CsvScanForIntervalSuite.scala
@@ -24,6 +24,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids
 
diff --git a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/GpuIntervalUtilsTest.scala b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/GpuIntervalUtilsTest.scala
index f63666c6fee..53844486851 100644
--- a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/GpuIntervalUtilsTest.scala
+++ b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/GpuIntervalUtilsTest.scala
@@ -23,6 +23,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids
 
diff --git a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/IntervalArithmeticSuite.scala b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/IntervalArithmeticSuite.scala
index 0d4fcea4d05..640167a66ff 100644
--- a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/IntervalArithmeticSuite.scala
+++ b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/IntervalArithmeticSuite.scala
@@ -24,6 +24,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids
 
diff --git a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/IntervalCastSuite.scala b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/IntervalCastSuite.scala
index 28654db3036..43d8943ca14 100644
--- a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/IntervalCastSuite.scala
+++ b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/IntervalCastSuite.scala
@@ -23,6 +23,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids
 
diff --git a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/IntervalDivisionSuite.scala b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/IntervalDivisionSuite.scala
index 4a8ad0778ed..4e5756650a4 100644
--- a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/IntervalDivisionSuite.scala
+++ b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/IntervalDivisionSuite.scala
@@ -24,6 +24,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids
 
diff --git a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/IntervalMultiplySuite.scala b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/IntervalMultiplySuite.scala
index b560ec87ecf..1bd7d8e60a4 100644
--- a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/IntervalMultiplySuite.scala
+++ b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/IntervalMultiplySuite.scala
@@ -24,6 +24,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids
 
diff --git a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/IntervalSuite.scala b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/IntervalSuite.scala
index b4e1b9d3e67..b0348cd086a 100644
--- a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/IntervalSuite.scala
+++ b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/IntervalSuite.scala
@@ -23,6 +23,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids
 
diff --git a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/ParquetUDTSuite.scala b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/ParquetUDTSuite.scala
index 448e0260029..ee29a4c8a0c 100644
--- a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/ParquetUDTSuite.scala
+++ b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/ParquetUDTSuite.scala
@@ -24,6 +24,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids
 
diff --git a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/SampleSuite.scala b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/SampleSuite.scala
index bf19779c8a0..2e022fe8e93 100644
--- a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/SampleSuite.scala
+++ b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/SampleSuite.scala
@@ -23,6 +23,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids
 
diff --git a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/TimestampSuite.scala b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/TimestampSuite.scala
index 8b4c73a92d8..06e60b4ec4a 100644
--- a/tests/src/test/spark330/scala/com/nvidia/spark/rapids/TimestampSuite.scala
+++ b/tests/src/test/spark330/scala/com/nvidia/spark/rapids/TimestampSuite.scala
@@ -23,6 +23,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 spark-rapids-shim-json-lines ***/
 package com.nvidia.spark.rapids
 
diff --git a/tests/src/test/spark330/scala/org/apache/spark/sql/rapids/GpuInSubqueryExecSuite.scala b/tests/src/test/spark330/scala/org/apache/spark/sql/rapids/GpuInSubqueryExecSuite.scala
index 66b4236d2ea..89262ef5bbe 100644
--- a/tests/src/test/spark330/scala/org/apache/spark/sql/rapids/GpuInSubqueryExecSuite.scala
+++ b/tests/src/test/spark330/scala/org/apache/spark/sql/rapids/GpuInSubqueryExecSuite.scala
@@ -26,6 +26,7 @@
 {"spark": "341"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/tests/src/test/spark340/scala/com/nvidia/spark/rapids/shuffle/RapidsShuffleTestHelper.scala b/tests/src/test/spark340/scala/com/nvidia/spark/rapids/shuffle/RapidsShuffleTestHelper.scala
index b5f0674ca3f..3f3de452ad3 100644
--- a/tests/src/test/spark340/scala/com/nvidia/spark/rapids/shuffle/RapidsShuffleTestHelper.scala
+++ b/tests/src/test/spark340/scala/com/nvidia/spark/rapids/shuffle/RapidsShuffleTestHelper.scala
@@ -20,6 +20,7 @@
 {"spark": "341db"}
 {"spark": "342"}
 {"spark": "343"}
+{"spark": "344"}
 {"spark": "350"}
 {"spark": "351"}
 {"spark": "352"}
diff --git a/tools/generated_files/344/operatorsScore.csv b/tools/generated_files/344/operatorsScore.csv
new file mode 100644
index 00000000000..91b7bad076b
--- /dev/null
+++ b/tools/generated_files/344/operatorsScore.csv
@@ -0,0 +1,292 @@
+CPUOperator,Score
+CoalesceExec,3.0
+CollectLimitExec,3.0
+ExpandExec,3.0
+FileSourceScanExec,3.0
+FilterExec,2.8
+GenerateExec,3.0
+GlobalLimitExec,3.0
+LocalLimitExec,3.0
+ProjectExec,3.0
+RangeExec,3.0
+SampleExec,3.0
+SortExec,8.0
+SubqueryBroadcastExec,3.0
+TakeOrderedAndProjectExec,3.0
+UnionExec,3.0
+AQEShuffleReadExec,3.0
+HashAggregateExec,4.5
+ObjectHashAggregateExec,3.0
+SortAggregateExec,3.0
+InMemoryTableScanExec,3.0
+DataWritingCommandExec,3.0
+ExecutedCommandExec,3.0
+WriteFilesExec,3.0
+AppendDataExecV1,3.0
+AtomicCreateTableAsSelectExec,3.0
+AtomicReplaceTableAsSelectExec,3.0
+BatchScanExec,3.0
+OverwriteByExpressionExecV1,3.0
+BroadcastExchangeExec,3.0
+ShuffleExchangeExec,4.2
+BroadcastHashJoinExec,5.1
+BroadcastNestedLoopJoinExec,3.0
+CartesianProductExec,3.0
+ShuffledHashJoinExec,3.0
+SortMergeJoinExec,22.7
+AggregateInPandasExec,1.2
+ArrowEvalPythonExec,1.2
+FlatMapCoGroupsInPandasExec,3.0
+FlatMapGroupsInPandasExec,1.2
+MapInPandasExec,1.2
+PythonMapInArrowExec,3.0
+WindowInPandasExec,1.2
+WindowExec,3.0
+HiveTableScanExec,3.0
+Abs,4
+Acos,4
+Acosh,4
+Add,4
+AggregateExpression,4
+Alias,4
+And,4
+ApproximatePercentile,4
+ArrayContains,4
+ArrayExcept,4
+ArrayExists,4
+ArrayFilter,4
+ArrayIntersect,4
+ArrayJoin,4
+ArrayMax,4
+ArrayMin,4
+ArrayRemove,4
+ArrayRepeat,4
+ArrayTransform,4
+ArrayUnion,4
+ArraysOverlap,4
+ArraysZip,4
+Ascii,4
+Asin,4
+Asinh,4
+AtLeastNNonNulls,4
+Atan,4
+Atanh,4
+AttributeReference,4
+Average,4
+BRound,4
+BitLength,4
+BitwiseAnd,4
+BitwiseNot,4
+BitwiseOr,4
+BitwiseXor,4
+BloomFilterAggregate,4
+BloomFilterMightContain,4
+BoundReference,4
+CaseWhen,4
+Cbrt,4
+Ceil,4
+CheckOverflowInTableInsert,4
+Coalesce,4
+CollectList,4
+CollectSet,4
+Concat,4
+ConcatWs,4
+Contains,4
+Conv,4
+Cos,4
+Cosh,4
+Cot,4
+Count,4
+CreateArray,4
+CreateMap,4
+CreateNamedStruct,4
+CurrentRow$,4
+DateAdd,4
+DateAddInterval,4
+DateDiff,4
+DateFormatClass,4
+DateSub,4
+DayOfMonth,4
+DayOfWeek,4
+DayOfYear,4
+DenseRank,4
+Divide,4
+DivideDTInterval,4
+DivideYMInterval,4
+DynamicPruningExpression,4
+ElementAt,4
+Empty2Null,4
+EndsWith,4
+EqualNullSafe,4
+EqualTo,4
+Exp,4
+Explode,4
+Expm1,4
+First,4
+Flatten,4
+Floor,4
+FormatNumber,4
+FromUTCTimestamp,4
+FromUnixTime,4
+GetArrayItem,4
+GetArrayStructFields,4
+GetJsonObject,4
+GetMapValue,4
+GetStructField,4
+GetTimestamp,4
+GreaterThan,4
+GreaterThanOrEqual,4
+Greatest,4
+HiveGenericUDF,4
+HiveHash,4
+HiveSimpleUDF,4
+Hour,4
+Hypot,4
+If,4
+In,4
+InSet,4
+InSubqueryExec,4
+InitCap,4
+InputFileBlockLength,4
+InputFileBlockStart,4
+InputFileName,4
+IntegralDivide,4
+IsNaN,4
+IsNotNull,4
+IsNull,4
+JsonToStructs,4
+JsonTuple,4
+KnownFloatingPointNormalized,4
+KnownNotNull,4
+KnownNullable,4
+Lag,4
+LambdaFunction,4
+Last,4
+LastDay,4
+Lead,4
+Least,4
+Length,4
+LessThan,4
+LessThanOrEqual,4
+Like,4
+Literal,4
+Log,4
+Log10,4
+Log1p,4
+Log2,4
+Logarithm,4
+Lower,4
+MakeDecimal,4
+MapConcat,4
+MapEntries,4
+MapFilter,4
+MapFromArrays,4
+MapKeys,4
+MapValues,4
+Max,4
+MaxBy,4
+Md5,4
+MicrosToTimestamp,4
+MillisToTimestamp,4
+Min,4
+MinBy,4
+Minute,4
+MonotonicallyIncreasingID,4
+Month,4
+Multiply,4
+MultiplyDTInterval,4
+MultiplyYMInterval,4
+Murmur3Hash,4
+NaNvl,4
+NamedLambdaVariable,4
+NormalizeNaNAndZero,4
+Not,4
+NthValue,4
+OctetLength,4
+Or,4
+ParseUrl,4
+PercentRank,4
+Percentile,4
+PivotFirst,4
+Pmod,4
+PosExplode,4
+Pow,4
+PreciseTimestampConversion,4
+PythonUDF,4
+Quarter,4
+RLike,4
+RaiseError,4
+Rand,4
+Rank,4
+RegExpExtract,4
+RegExpExtractAll,4
+RegExpReplace,4
+Remainder,4
+ReplicateRows,4
+Reverse,4
+Rint,4
+Round,4
+RoundCeil,4
+RoundFloor,4
+RowNumber,4
+ScalaUDF,4
+ScalarSubquery,4
+Second,4
+SecondsToTimestamp,4
+Sequence,4
+ShiftLeft,4
+ShiftRight,4
+ShiftRightUnsigned,4
+Signum,4
+Sin,4
+Sinh,4
+Size,4
+SortArray,4
+SortOrder,4
+SparkPartitionID,4
+SpecifiedWindowFrame,4
+Sqrt,4
+Stack,4
+StartsWith,4
+StddevPop,4
+StddevSamp,4
+StringInstr,4
+StringLPad,4
+StringLocate,4
+StringRPad,4
+StringRepeat,4
+StringReplace,4
+StringSplit,4
+StringToMap,4
+StringTranslate,4
+StringTrim,4
+StringTrimLeft,4
+StringTrimRight,4
+StructsToJson,4
+Substring,4
+SubstringIndex,4
+Subtract,4
+Sum,4
+Tan,4
+Tanh,4
+TimeAdd,4
+ToDegrees,4
+ToRadians,4
+ToUTCTimestamp,4
+ToUnixTimestamp,4
+TransformKeys,4
+TransformValues,4
+UnaryMinus,4
+UnaryPositive,4
+UnboundedFollowing$,4
+UnboundedPreceding$,4
+UnixTimestamp,4
+UnscaledValue,4
+Upper,4
+VariancePop,4
+VarianceSamp,4
+WeekDay,4
+WindowExpression,4
+WindowSpecDefinition,4
+XxHash64,4
+Year,4
diff --git a/tools/generated_files/344/supportedDataSource.csv b/tools/generated_files/344/supportedDataSource.csv
new file mode 100644
index 00000000000..77f30cbe1de
--- /dev/null
+++ b/tools/generated_files/344/supportedDataSource.csv
@@ -0,0 +1,13 @@
+Format,Direction,BOOLEAN,BYTE,SHORT,INT,LONG,FLOAT,DOUBLE,DATE,TIMESTAMP,STRING,DECIMAL,NULL,BINARY,CALENDAR,ARRAY,MAP,STRUCT,UDT,DAYTIME,YEARMONTH
+Avro,read,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO
+CSV,read,S,S,S,S,S,S,S,S,PS,S,S,NA,NS,NA,NA,NA,NA,NA,NA,NA
+Delta,read,S,S,S,S,S,S,S,S,PS,S,S,NA,S,NA,PS,PS,PS,NS,S,S
+Delta,write,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+HiveText,read,S,S,S,S,S,S,S,S,PS,S,S,NS,NS,NS,NS,NS,NS,NS,NS,NS
+HiveText,write,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Iceberg,read,S,S,S,S,S,S,S,S,PS,S,S,NA,S,NA,PS,PS,PS,NS,S,S
+JSON,read,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO,CO
+ORC,read,S,S,S,S,S,S,S,S,PS,S,S,NA,NS,NA,PS,PS,PS,NS,NA,NA
+ORC,write,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Parquet,read,S,S,S,S,S,S,S,S,PS,S,S,NA,S,NA,PS,PS,PS,NS,S,S
+Parquet,write,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
diff --git a/tools/generated_files/344/supportedExecs.csv b/tools/generated_files/344/supportedExecs.csv
new file mode 100644
index 00000000000..9cd10316f8f
--- /dev/null
+++ b/tools/generated_files/344/supportedExecs.csv
@@ -0,0 +1,56 @@
+Exec,Supported,Notes,Params,BOOLEAN,BYTE,SHORT,INT,LONG,FLOAT,DOUBLE,DATE,TIMESTAMP,STRING,DECIMAL,NULL,BINARY,CALENDAR,ARRAY,MAP,STRUCT,UDT,DAYTIME,YEARMONTH
+CoalesceExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,S,S
+CollectLimitExec,NS,This is disabled by default because Collect Limit replacement can be slower on the GPU; if huge number of rows in a batch it could help by limiting the number of rows transferred from GPU to CPU,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,PS,PS,NS,NS,NS
+ExpandExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,PS,PS,NS,NS,NS
+FileSourceScanExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,S,S
+FilterExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,S,S
+GenerateExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+GlobalLimitExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,PS,PS,NS,NS,NS
+LocalLimitExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,PS,PS,NS,NS,NS
+ProjectExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,S,S
+RangeExec,S,None,Input/Output,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+SampleExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,PS,PS,NS,S,S
+SortExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+SubqueryBroadcastExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+TakeOrderedAndProjectExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,PS,PS,NS,NS,NS
+UnionExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,PS,PS,NS,NS,NS
+AQEShuffleReadExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+HashAggregateExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,PS,NS,PS,PS,PS,NS,NS,NS
+ObjectHashAggregateExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,PS,NS,PS,PS,PS,NS,NS,NS
+SortAggregateExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,PS,NS,PS,PS,PS,NS,NS,NS
+InMemoryTableScanExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,NS,NS,NS,PS,PS,PS,NS,S,S
+DataWritingCommandExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,PS,NS,S,NS,PS,PS,PS,NS,S,S
+ExecutedCommandExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+WriteFilesExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+AppendDataExecV1,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,NS,S,NS,PS,PS,PS,NS,S,S
+AtomicCreateTableAsSelectExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,NS,S,NS,PS,PS,PS,NS,S,S
+AtomicReplaceTableAsSelectExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,NS,S,NS,PS,PS,PS,NS,S,S
+BatchScanExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,NS,S,NS,PS,PS,PS,NS,S,S
+OverwriteByExpressionExecV1,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,NS,S,NS,PS,PS,PS,NS,S,S
+BroadcastExchangeExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+ShuffleExchangeExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,S,S
+BroadcastHashJoinExec,S,None,leftKeys,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,PS,NS,NS,NS
+BroadcastHashJoinExec,S,None,rightKeys,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,PS,NS,NS,NS
+BroadcastHashJoinExec,S,None,condition,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BroadcastHashJoinExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+BroadcastNestedLoopJoinExec,S,None,condition(A non-inner join only is supported if the condition expression can be converted to a GPU AST expression),S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BroadcastNestedLoopJoinExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+CartesianProductExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+ShuffledHashJoinExec,S,None,leftKeys,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,PS,NS,NS,NS
+ShuffledHashJoinExec,S,None,rightKeys,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,PS,NS,NS,NS
+ShuffledHashJoinExec,S,None,condition,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ShuffledHashJoinExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+SortMergeJoinExec,S,None,leftKeys,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,PS,NS,NS,NS
+SortMergeJoinExec,S,None,rightKeys,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,PS,NS,NS,NS
+SortMergeJoinExec,S,None,condition,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+SortMergeJoinExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+AggregateInPandasExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NS,NS,NS,NS,NS,NS,NS
+ArrowEvalPythonExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NS,PS,NS,PS,NS,NS,NS
+FlatMapCoGroupsInPandasExec,NS,This is disabled by default because Performance is not ideal with many small groups,Input/Output,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NS,NS,NS,NS,NS,NS,NS
+FlatMapGroupsInPandasExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NS,NS,NS,NS,NS,NS,NS
+MapInPandasExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NS,PS,NS,PS,NS,NS,NS
+PythonMapInArrowExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NS,PS,NS,PS,NS,NS,NS
+WindowInPandasExec,NS,This is disabled by default because it only supports row based frame for now,Input/Output,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NS,PS,NS,NS,NS,NS,NS
+WindowExec,S,None,partitionSpec,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NS,PS,NS,NS,NS
+WindowExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+HiveTableScanExec,S,None,Input/Output,S,S,S,S,S,S,S,S,PS,S,S,NS,NS,NS,NS,NS,NS,NS,NS,NS
diff --git a/tools/generated_files/344/supportedExprs.csv b/tools/generated_files/344/supportedExprs.csv
new file mode 100644
index 00000000000..77da153357f
--- /dev/null
+++ b/tools/generated_files/344/supportedExprs.csv
@@ -0,0 +1,790 @@
+Expression,Supported,SQL Func,Notes,Context,Params,BOOLEAN,BYTE,SHORT,INT,LONG,FLOAT,DOUBLE,DATE,TIMESTAMP,STRING,DECIMAL,NULL,BINARY,CALENDAR,ARRAY,MAP,STRUCT,UDT,DAYTIME,YEARMONTH
+Abs,S,`abs`,None,project,input,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,S,S
+Abs,S,`abs`,None,project,result,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,S,S
+Abs,S,`abs`,None,AST,input,NA,NS,NS,S,S,S,S,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NS,NS
+Abs,S,`abs`,None,AST,result,NA,NS,NS,S,S,S,S,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NS,NS
+Acos,S,`acos`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Acos,S,`acos`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Acos,S,`acos`,None,AST,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Acos,S,`acos`,None,AST,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Acosh,S,`acosh`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Acosh,S,`acosh`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Acosh,S,`acosh`,None,AST,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Acosh,S,`acosh`,None,AST,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Add,S,`+`,None,project,lhs,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NS,NA,NA,NA,NA,S,S
+Add,S,`+`,None,project,rhs,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NS,NA,NA,NA,NA,S,S
+Add,S,`+`,None,project,result,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NS,NA,NA,NA,NA,S,S
+Add,S,`+`,None,AST,lhs,NA,NS,NS,S,S,S,S,NA,NA,NA,NS,NA,NA,NS,NA,NA,NA,NA,NS,NS
+Add,S,`+`,None,AST,rhs,NA,NS,NS,S,S,S,S,NA,NA,NA,NS,NA,NA,NS,NA,NA,NA,NA,NS,NS
+Add,S,`+`,None,AST,result,NA,NS,NS,S,S,S,S,NA,NA,NA,NS,NA,NA,NS,NA,NA,NA,NA,NS,NS
+Alias,S, ,None,project,input,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,S,S
+Alias,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,S,S
+Alias,S, ,None,AST,input,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NS,NS,NS,NS,NS,S,S
+Alias,S, ,None,AST,result,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NS,NS,NS,NS,NS,S,S
+And,S,`and`,None,project,lhs,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+And,S,`and`,None,project,rhs,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+And,S,`and`,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+And,S,`and`,None,AST,lhs,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+And,S,`and`,None,AST,rhs,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+And,S,`and`,None,AST,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ArrayContains,S,`array_contains`,None,project,array,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArrayContains,S,`array_contains`,None,project,key,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NS,NS,NS,NS,NS,NS,NS
+ArrayContains,S,`array_contains`,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ArrayExcept,S,`array_except`,This is not 100% compatible with the Spark version because the GPU implementation treats -0.0 and 0.0 as equal; but the CPU implementation currently does not (see SPARK-39845). Also; Apache Spark 3.1.3 fixed issue SPARK-36741 where NaNs in these set like operators were not treated as being equal. We have chosen to break with compatibility for the older versions of Spark in this instance and handle NaNs the same as 3.1.3+,project,array1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArrayExcept,S,`array_except`,This is not 100% compatible with the Spark version because the GPU implementation treats -0.0 and 0.0 as equal; but the CPU implementation currently does not (see SPARK-39845). Also; Apache Spark 3.1.3 fixed issue SPARK-36741 where NaNs in these set like operators were not treated as being equal. We have chosen to break with compatibility for the older versions of Spark in this instance and handle NaNs the same as 3.1.3+,project,array2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArrayExcept,S,`array_except`,This is not 100% compatible with the Spark version because the GPU implementation treats -0.0 and 0.0 as equal; but the CPU implementation currently does not (see SPARK-39845). Also; Apache Spark 3.1.3 fixed issue SPARK-36741 where NaNs in these set like operators were not treated as being equal. We have chosen to break with compatibility for the older versions of Spark in this instance and handle NaNs the same as 3.1.3+,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArrayExists,S,`exists`,None,project,argument,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArrayExists,S,`exists`,None,project,function,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ArrayExists,S,`exists`,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ArrayFilter,S,`filter`,None,project,argument,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArrayFilter,S,`filter`,None,project,function,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ArrayFilter,S,`filter`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArrayIntersect,S,`array_intersect`,This is not 100% compatible with the Spark version because the GPU implementation treats -0.0 and 0.0 as equal; but the CPU implementation currently does not (see SPARK-39845). Also; Apache Spark 3.1.3 fixed issue SPARK-36741 where NaNs in these set like operators were not treated as being equal. We have chosen to break with compatibility for the older versions of Spark in this instance and handle NaNs the same as 3.1.3+,project,array1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArrayIntersect,S,`array_intersect`,This is not 100% compatible with the Spark version because the GPU implementation treats -0.0 and 0.0 as equal; but the CPU implementation currently does not (see SPARK-39845). Also; Apache Spark 3.1.3 fixed issue SPARK-36741 where NaNs in these set like operators were not treated as being equal. We have chosen to break with compatibility for the older versions of Spark in this instance and handle NaNs the same as 3.1.3+,project,array2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArrayIntersect,S,`array_intersect`,This is not 100% compatible with the Spark version because the GPU implementation treats -0.0 and 0.0 as equal; but the CPU implementation currently does not (see SPARK-39845). Also; Apache Spark 3.1.3 fixed issue SPARK-36741 where NaNs in these set like operators were not treated as being equal. We have chosen to break with compatibility for the older versions of Spark in this instance and handle NaNs the same as 3.1.3+,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArrayJoin,S,`array_join`,None,project,array,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA
+ArrayJoin,S,`array_join`,None,project,delimiter,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ArrayJoin,S,`array_join`,None,project,nullReplacement,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ArrayJoin,S,`array_join`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ArrayMax,S,`array_max`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArrayMax,S,`array_max`,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,NS,NS,NA,NA
+ArrayMin,S,`array_min`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArrayMin,S,`array_min`,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,NS,NS,NA,NA
+ArrayRemove,S,`array_remove`,None,project,array,NS,NS,NS,NS,NS,NS,NS,NS,NS,NS,NS,NS,NS,NS,PS,NS,NS,NS,NS,NS
+ArrayRemove,S,`array_remove`,None,project,element,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,PS,PS,NS,NS,NS
+ArrayRemove,S,`array_remove`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArrayRepeat,S,`array_repeat`,None,project,left,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,PS,PS,NS,NS,NS
+ArrayRepeat,S,`array_repeat`,None,project,right,NA,S,S,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ArrayRepeat,S,`array_repeat`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArrayTransform,S,`transform`,None,project,argument,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArrayTransform,S,`transform`,None,project,function,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,PS,PS,NS,NS,NS
+ArrayTransform,S,`transform`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArrayUnion,S,`array_union`,This is not 100% compatible with the Spark version because the GPU implementation treats -0.0 and 0.0 as equal; but the CPU implementation currently does not (see SPARK-39845). Also; Apache Spark 3.1.3 fixed issue SPARK-36741 where NaNs in these set like operators were not treated as being equal. We have chosen to break with compatibility for the older versions of Spark in this instance and handle NaNs the same as 3.1.3+,project,array1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArrayUnion,S,`array_union`,This is not 100% compatible with the Spark version because the GPU implementation treats -0.0 and 0.0 as equal; but the CPU implementation currently does not (see SPARK-39845). Also; Apache Spark 3.1.3 fixed issue SPARK-36741 where NaNs in these set like operators were not treated as being equal. We have chosen to break with compatibility for the older versions of Spark in this instance and handle NaNs the same as 3.1.3+,project,array2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArrayUnion,S,`array_union`,This is not 100% compatible with the Spark version because the GPU implementation treats -0.0 and 0.0 as equal; but the CPU implementation currently does not (see SPARK-39845). Also; Apache Spark 3.1.3 fixed issue SPARK-36741 where NaNs in these set like operators were not treated as being equal. We have chosen to break with compatibility for the older versions of Spark in this instance and handle NaNs the same as 3.1.3+,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArraysOverlap,S,`arrays_overlap`,This is not 100% compatible with the Spark version because the GPU implementation treats -0.0 and 0.0 as equal; but the CPU implementation currently does not (see SPARK-39845). Also; Apache Spark 3.1.3 fixed issue SPARK-36741 where NaNs in these set like operators were not treated as being equal. We have chosen to break with compatibility for the older versions of Spark in this instance and handle NaNs the same as 3.1.3+,project,array1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArraysOverlap,S,`arrays_overlap`,This is not 100% compatible with the Spark version because the GPU implementation treats -0.0 and 0.0 as equal; but the CPU implementation currently does not (see SPARK-39845). Also; Apache Spark 3.1.3 fixed issue SPARK-36741 where NaNs in these set like operators were not treated as being equal. We have chosen to break with compatibility for the older versions of Spark in this instance and handle NaNs the same as 3.1.3+,project,array2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArraysOverlap,S,`arrays_overlap`,This is not 100% compatible with the Spark version because the GPU implementation treats -0.0 and 0.0 as equal; but the CPU implementation currently does not (see SPARK-39845). Also; Apache Spark 3.1.3 fixed issue SPARK-36741 where NaNs in these set like operators were not treated as being equal. We have chosen to break with compatibility for the older versions of Spark in this instance and handle NaNs the same as 3.1.3+,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ArraysZip,S,`arrays_zip`,None,project,children,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ArraysZip,S,`arrays_zip`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+Ascii,NS,`ascii`,This is disabled by default because it only supports strings starting with ASCII or Latin-1 characters after Spark 3.2.3; 3.3.1 and 3.4.0. Otherwise the results will not match the CPU.,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Ascii,NS,`ascii`,This is disabled by default because it only supports strings starting with ASCII or Latin-1 characters after Spark 3.2.3; 3.3.1 and 3.4.0. Otherwise the results will not match the CPU.,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Asin,S,`asin`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Asin,S,`asin`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Asin,S,`asin`,None,AST,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Asin,S,`asin`,None,AST,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Asinh,S,`asinh`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Asinh,S,`asinh`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Asinh,S,`asinh`,None,AST,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Asinh,S,`asinh`,None,AST,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+AtLeastNNonNulls,S, ,None,project,input,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+AtLeastNNonNulls,S, ,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Atan,S,`atan`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Atan,S,`atan`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Atan,S,`atan`,None,AST,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Atan,S,`atan`,None,AST,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Atanh,S,`atanh`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Atanh,S,`atanh`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Atanh,S,`atanh`,None,AST,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Atanh,S,`atanh`,None,AST,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+AttributeReference,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,S,S
+AttributeReference,S, ,None,AST,result,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NS,NS,NS,NS,NS,S,S
+BRound,S,`bround`,None,project,value,NA,S,S,S,S,PS,PS,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BRound,S,`bround`,None,project,scale,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BRound,S,`bround`,None,project,result,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitLength,S,`bit_length`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA
+BitLength,S,`bit_length`,None,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseAnd,S,`&`,None,project,lhs,NA,S,S,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseAnd,S,`&`,None,project,rhs,NA,S,S,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseAnd,S,`&`,None,project,result,NA,S,S,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseAnd,S,`&`,None,AST,lhs,NA,NS,NS,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseAnd,S,`&`,None,AST,rhs,NA,NS,NS,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseAnd,S,`&`,None,AST,result,NA,NS,NS,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseNot,S,`~`,None,project,input,NA,S,S,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseNot,S,`~`,None,project,result,NA,S,S,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseNot,S,`~`,None,AST,input,NA,NS,NS,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseNot,S,`~`,None,AST,result,NA,NS,NS,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseOr,S,`\|`,None,project,lhs,NA,S,S,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseOr,S,`\|`,None,project,rhs,NA,S,S,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseOr,S,`\|`,None,project,result,NA,S,S,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseOr,S,`\|`,None,AST,lhs,NA,NS,NS,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseOr,S,`\|`,None,AST,rhs,NA,NS,NS,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseOr,S,`\|`,None,AST,result,NA,NS,NS,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseXor,S,`^`,None,project,lhs,NA,S,S,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseXor,S,`^`,None,project,rhs,NA,S,S,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseXor,S,`^`,None,project,result,NA,S,S,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseXor,S,`^`,None,AST,lhs,NA,NS,NS,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseXor,S,`^`,None,AST,rhs,NA,NS,NS,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BitwiseXor,S,`^`,None,AST,result,NA,NS,NS,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BloomFilterMightContain,S, ,None,project,lhs,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,S,NA,NA,NA,NA,NA,NA,NA
+BloomFilterMightContain,S, ,None,project,rhs,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA
+BloomFilterMightContain,S, ,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BoundReference,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,S,S
+BoundReference,S, ,None,AST,result,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NS,NS,NS,NS,NS,S,S
+CaseWhen,S,`when`,None,project,predicate,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+CaseWhen,S,`when`,None,project,value,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+CaseWhen,S,`when`,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+Cbrt,S,`cbrt`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Cbrt,S,`cbrt`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Cbrt,S,`cbrt`,None,AST,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Cbrt,S,`cbrt`,None,AST,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Ceil,S, ,None,project,input,NA,NA,NA,NA,S,NA,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Ceil,S, ,None,project,result,NA,NA,NA,NA,S,NA,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+CheckOverflowInTableInsert,S, ,None,project,input,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+CheckOverflowInTableInsert,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+Coalesce,S,`coalesce`,None,project,param,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,S,S
+Coalesce,S,`coalesce`,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,S,S
+Concat,S,`concat`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NS,NA,PS,NA,NA,NA,NA,NA
+Concat,S,`concat`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NS,NA,PS,NA,NA,NA,NA,NA
+ConcatWs,S,`concat_ws`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,S,NA,NA,NA,NA,NA
+ConcatWs,S,`concat_ws`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Contains,S, ,None,project,src,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Contains,S, ,None,project,search,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Contains,S, ,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Conv,NS,`conv`,This is disabled by default because GPU implementation is incomplete. We currently only support from/to_base values of 10 and 16. We fall back on CPU if the signed conversion is signalled via a negative to_base. GPU implementation does not check for an 64-bit signed/unsigned int overflow when performing the conversion to return `FFFFFFFFFFFFFFFF` or `18446744073709551615` or to throw an error in the ANSI mode. It is safe to enable if the overflow is not possible or detected externally. For instance decimal strings not longer than 18 characters / hexadecimal strings not longer than 15 characters disregarding the sign cannot cause an overflow.          ,project,num,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Conv,NS,`conv`,This is disabled by default because GPU implementation is incomplete. We currently only support from/to_base values of 10 and 16. We fall back on CPU if the signed conversion is signalled via a negative to_base. GPU implementation does not check for an 64-bit signed/unsigned int overflow when performing the conversion to return `FFFFFFFFFFFFFFFF` or `18446744073709551615` or to throw an error in the ANSI mode. It is safe to enable if the overflow is not possible or detected externally. For instance decimal strings not longer than 18 characters / hexadecimal strings not longer than 15 characters disregarding the sign cannot cause an overflow.          ,project,from_base,NA,PS,PS,PS,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Conv,NS,`conv`,This is disabled by default because GPU implementation is incomplete. We currently only support from/to_base values of 10 and 16. We fall back on CPU if the signed conversion is signalled via a negative to_base. GPU implementation does not check for an 64-bit signed/unsigned int overflow when performing the conversion to return `FFFFFFFFFFFFFFFF` or `18446744073709551615` or to throw an error in the ANSI mode. It is safe to enable if the overflow is not possible or detected externally. For instance decimal strings not longer than 18 characters / hexadecimal strings not longer than 15 characters disregarding the sign cannot cause an overflow.          ,project,to_base,NA,PS,PS,PS,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Conv,NS,`conv`,This is disabled by default because GPU implementation is incomplete. We currently only support from/to_base values of 10 and 16. We fall back on CPU if the signed conversion is signalled via a negative to_base. GPU implementation does not check for an 64-bit signed/unsigned int overflow when performing the conversion to return `FFFFFFFFFFFFFFFF` or `18446744073709551615` or to throw an error in the ANSI mode. It is safe to enable if the overflow is not possible or detected externally. For instance decimal strings not longer than 18 characters / hexadecimal strings not longer than 15 characters disregarding the sign cannot cause an overflow.          ,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Cos,S,`cos`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Cos,S,`cos`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Cos,S,`cos`,None,AST,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Cos,S,`cos`,None,AST,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Cosh,S,`cosh`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Cosh,S,`cosh`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Cosh,S,`cosh`,None,AST,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Cosh,S,`cosh`,None,AST,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Cot,S,`cot`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Cot,S,`cot`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Cot,S,`cot`,None,AST,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Cot,S,`cot`,None,AST,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+CreateArray,S,`array`,None,project,arg,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,NS,PS,NS,NS,NS
+CreateArray,S,`array`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+CreateMap,S,`map`,None,project,key,S,S,S,S,S,S,S,S,PS,S,S,S,NA,NA,PS,NA,PS,NA,NA,NA
+CreateMap,S,`map`,None,project,value,S,S,S,S,S,S,S,S,PS,S,S,S,NA,NA,PS,PS,PS,NA,NA,NA
+CreateNamedStruct,S,`named_struct`; `struct`,None,project,name,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+CreateNamedStruct,S,`named_struct`; `struct`,None,project,value,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+CreateNamedStruct,S,`named_struct`; `struct`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA
+CurrentRow$,S, ,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA
+DateAdd,S,`date_add`; `dateadd`,None,project,startDate,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DateAdd,S,`date_add`; `dateadd`,None,project,days,NA,S,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DateAdd,S,`date_add`; `dateadd`,None,project,result,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DateAddInterval,S, ,None,project,start,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DateAddInterval,S, ,None,project,interval,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA
+DateAddInterval,S, ,None,project,result,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DateDiff,S,`date_diff`; `datediff`,None,project,lhs,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DateDiff,S,`date_diff`; `datediff`,None,project,rhs,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DateDiff,S,`date_diff`; `datediff`,None,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DateFormatClass,S,`date_format`,None,project,timestamp,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DateFormatClass,S,`date_format`,None,project,strfmt,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DateFormatClass,S,`date_format`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DateSub,S,`date_sub`,None,project,startDate,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DateSub,S,`date_sub`,None,project,days,NA,S,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DateSub,S,`date_sub`,None,project,result,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DayOfMonth,S,`day`; `dayofmonth`,None,project,input,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DayOfMonth,S,`day`; `dayofmonth`,None,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DayOfWeek,S,`dayofweek`,None,project,input,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DayOfWeek,S,`dayofweek`,None,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DayOfYear,S,`dayofyear`,None,project,input,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DayOfYear,S,`dayofyear`,None,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DenseRank,S,`dense_rank`,None,window,ordering,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NS,NS,NS,NS,NS
+DenseRank,S,`dense_rank`,None,window,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Divide,S,`/`,None,project,lhs,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Divide,S,`/`,None,project,rhs,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Divide,S,`/`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DivideDTInterval,S, ,None,project,lhs,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA
+DivideDTInterval,S, ,None,project,rhs,NA,S,S,S,S,S,S,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DivideDTInterval,S, ,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA
+DivideYMInterval,S, ,None,project,lhs,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,S
+DivideYMInterval,S, ,None,project,rhs,NA,S,S,S,S,S,S,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DivideYMInterval,S, ,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,S
+DynamicPruningExpression,S, ,None,project,input,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+DynamicPruningExpression,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+ElementAt,S,`element_at`,None,project,array/map,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,PS,NA,NA,NA,NA
+ElementAt,S,`element_at`,None,project,index/key,PS,PS,PS,S,PS,PS,PS,PS,PS,PS,PS,NS,NS,NS,NS,NS,NS,NS,NS,NS
+ElementAt,S,`element_at`,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+Empty2Null,S, ,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Empty2Null,S, ,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+EndsWith,S, ,None,project,src,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+EndsWith,S, ,None,project,search,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+EndsWith,S, ,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+EqualNullSafe,S,`<=>`,None,project,lhs,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,PS,NS,NA,NA
+EqualNullSafe,S,`<=>`,None,project,rhs,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,PS,NS,NA,NA
+EqualNullSafe,S,`<=>`,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+EqualTo,S,`==`; `=`,None,project,lhs,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,PS,NS,NA,NA
+EqualTo,S,`==`; `=`,None,project,rhs,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,PS,NS,NA,NA
+EqualTo,S,`==`; `=`,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+EqualTo,S,`==`; `=`,None,AST,lhs,S,S,S,S,S,NS,NS,S,PS,S,NS,NS,NS,NS,NS,NA,NS,NS,NA,NA
+EqualTo,S,`==`; `=`,None,AST,rhs,S,S,S,S,S,NS,NS,S,PS,S,NS,NS,NS,NS,NS,NA,NS,NS,NA,NA
+EqualTo,S,`==`; `=`,None,AST,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Exp,S,`exp`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Exp,S,`exp`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Exp,S,`exp`,None,AST,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Exp,S,`exp`,None,AST,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Explode,S,`explode_outer`; `explode`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,PS,NA,NA,NA,NA
+Explode,S,`explode_outer`; `explode`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+Expm1,S,`expm1`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Expm1,S,`expm1`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Expm1,S,`expm1`,None,AST,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Expm1,S,`expm1`,None,AST,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Flatten,S,`flatten`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+Flatten,S,`flatten`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+Floor,S, ,None,project,input,NA,NA,NA,NA,S,NA,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Floor,S, ,None,project,result,NA,NA,NA,NA,S,NA,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+FormatNumber,S,`format_number`,None,project,x,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+FormatNumber,S,`format_number`,None,project,d,NA,NA,NA,PS,NA,NA,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+FormatNumber,S,`format_number`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+FromUTCTimestamp,S,`from_utc_timestamp`,None,project,timestamp,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+FromUTCTimestamp,S,`from_utc_timestamp`,None,project,timezone,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+FromUTCTimestamp,S,`from_utc_timestamp`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+FromUnixTime,S,`from_unixtime`,None,project,sec,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+FromUnixTime,S,`from_unixtime`,None,project,format,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+FromUnixTime,S,`from_unixtime`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+GetArrayItem,S, ,None,project,array,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+GetArrayItem,S, ,None,project,ordinal,NA,S,S,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+GetArrayItem,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+GetArrayStructFields,S, ,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+GetArrayStructFields,S, ,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+GetJsonObject,S,`get_json_object`,None,project,json,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+GetJsonObject,S,`get_json_object`,None,project,path,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+GetJsonObject,S,`get_json_object`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+GetMapValue,S, ,None,project,map,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA
+GetMapValue,S, ,None,project,key,S,S,S,S,S,S,S,S,PS,S,S,NS,NS,NS,NS,NS,NS,NS,NS,NS
+GetMapValue,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+GetStructField,S, ,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA
+GetStructField,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+GetTimestamp,S, ,None,project,timeExp,NA,NA,NA,NA,NA,NA,NA,S,PS,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+GetTimestamp,S, ,None,project,format,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+GetTimestamp,S, ,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+GreaterThan,S,`>`,None,project,lhs,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,PS,NS,NA,NA
+GreaterThan,S,`>`,None,project,rhs,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,PS,NS,NA,NA
+GreaterThan,S,`>`,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+GreaterThan,S,`>`,None,AST,lhs,S,S,S,S,S,NS,NS,S,PS,S,NS,NS,NS,NS,NS,NA,NS,NS,NA,NA
+GreaterThan,S,`>`,None,AST,rhs,S,S,S,S,S,NS,NS,S,PS,S,NS,NS,NS,NS,NS,NA,NS,NS,NA,NA
+GreaterThan,S,`>`,None,AST,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+GreaterThanOrEqual,S,`>=`,None,project,lhs,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,PS,NS,NA,NA
+GreaterThanOrEqual,S,`>=`,None,project,rhs,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,PS,NS,NA,NA
+GreaterThanOrEqual,S,`>=`,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+GreaterThanOrEqual,S,`>=`,None,AST,lhs,S,S,S,S,S,NS,NS,S,PS,S,NS,NS,NS,NS,NS,NA,NS,NS,NA,NA
+GreaterThanOrEqual,S,`>=`,None,AST,rhs,S,S,S,S,S,NS,NS,S,PS,S,NS,NS,NS,NS,NS,NA,NS,NS,NA,NA
+GreaterThanOrEqual,S,`>=`,None,AST,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Greatest,S,`greatest`,None,project,param,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,NS,NS,NA,NA
+Greatest,S,`greatest`,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,NS,NS,NA,NA
+HiveHash,S, ,None,project,input,S,S,S,S,S,S,S,S,PS,S,NS,S,NS,NS,NS,NS,NS,NS,NS,NS
+HiveHash,S, ,None,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Hour,S,`hour`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Hour,S,`hour`,None,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Hypot,S,`hypot`,None,project,lhs,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Hypot,S,`hypot`,None,project,rhs,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Hypot,S,`hypot`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+If,S,`if`,None,project,predicate,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+If,S,`if`,None,project,trueValue,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,S,S
+If,S,`if`,None,project,falseValue,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,S,S
+If,S,`if`,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,S,S
+In,S,`in`,None,project,value,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,NS,NS,NA,NA
+In,S,`in`,None,project,list,PS,PS,PS,PS,PS,PS,PS,PS,PS,PS,PS,NS,NS,NS,NS,NA,NS,NS,NA,NA
+In,S,`in`,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+InSet,S, ,None,project,input,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,NS,NS,NA,NA
+InSet,S, ,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+InitCap,S,`initcap`,This is not 100% compatible with the Spark version because the Unicode version used by cuDF and the JVM may differ; resulting in some corner-case characters not changing case correctly.,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+InitCap,S,`initcap`,This is not 100% compatible with the Spark version because the Unicode version used by cuDF and the JVM may differ; resulting in some corner-case characters not changing case correctly.,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+InputFileBlockLength,S,`input_file_block_length`,None,project,result,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+InputFileBlockStart,S,`input_file_block_start`,None,project,result,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+InputFileName,S,`input_file_name`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+IntegralDivide,S,`div`,None,project,lhs,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+IntegralDivide,S,`div`,None,project,rhs,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+IntegralDivide,S,`div`,None,project,result,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+IsNaN,S,`isnan`,None,project,input,NA,NA,NA,NA,NA,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+IsNaN,S,`isnan`,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+IsNotNull,S,`isnotnull`,None,project,input,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,S,NS
+IsNotNull,S,`isnotnull`,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+IsNull,S,`isnull`,None,project,input,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,S,NS
+IsNull,S,`isnull`,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+JsonToStructs,NS,`from_json`,This is disabled by default because it is currently in beta and undergoes continuous enhancements. Please consult the [compatibility documentation](../compatibility.md#json-supporting-types) to determine whether you can enable this configuration for your use case,project,jsonStr,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+JsonToStructs,NS,`from_json`,This is disabled by default because it is currently in beta and undergoes continuous enhancements. Please consult the [compatibility documentation](../compatibility.md#json-supporting-types) to determine whether you can enable this configuration for your use case,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NS,PS,PS,NA,NA,NA
+JsonTuple,NS,`json_tuple`,This is disabled by default because Experimental feature that could be unstable or have performance issues.,project,json,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+JsonTuple,NS,`json_tuple`,This is disabled by default because Experimental feature that could be unstable or have performance issues.,project,field,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+JsonTuple,NS,`json_tuple`,This is disabled by default because Experimental feature that could be unstable or have performance issues.,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA
+KnownFloatingPointNormalized,S, ,None,project,input,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+KnownFloatingPointNormalized,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+KnownNotNull,S, ,None,project,input,S,S,S,S,S,S,S,S,PS,S,S,NS,S,S,PS,PS,PS,NS,NS,NS
+KnownNotNull,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,NS,S,S,PS,PS,PS,NS,NS,NS
+KnownNullable,S, ,None,project,input,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+KnownNullable,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+Lag,S,`lag`,None,window,input,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NS,PS,NS,NS,NS
+Lag,S,`lag`,None,window,offset,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Lag,S,`lag`,None,window,default,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NS,PS,NS,NS,NS
+Lag,S,`lag`,None,window,result,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NS,PS,NS,NS,NS
+LambdaFunction,S, ,None,project,function,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,PS,PS,NS,NS,NS
+LambdaFunction,S, ,None,project,arguments,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,PS,PS,NS,NS,NS
+LambdaFunction,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,PS,PS,NS,NS,NS
+LastDay,S,`last_day`,None,project,input,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+LastDay,S,`last_day`,None,project,result,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Lead,S,`lead`,None,window,input,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NS,PS,NS,NS,NS
+Lead,S,`lead`,None,window,offset,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Lead,S,`lead`,None,window,default,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NS,PS,NS,NS,NS
+Lead,S,`lead`,None,window,result,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NS,PS,NS,NS,NS
+Least,S,`least`,None,project,param,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,NS,NS,NA,NA
+Least,S,`least`,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,NS,NS,NA,NA
+Length,S,`char_length`; `character_length`; `len`; `length`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA
+Length,S,`char_length`; `character_length`; `len`; `length`,None,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+LessThan,S,`<`,None,project,lhs,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,PS,NS,NA,NA
+LessThan,S,`<`,None,project,rhs,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,PS,NS,NA,NA
+LessThan,S,`<`,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+LessThan,S,`<`,None,AST,lhs,S,S,S,S,S,NS,NS,S,PS,S,NS,NS,NS,NS,NS,NA,NS,NS,NA,NA
+LessThan,S,`<`,None,AST,rhs,S,S,S,S,S,NS,NS,S,PS,S,NS,NS,NS,NS,NS,NA,NS,NS,NA,NA
+LessThan,S,`<`,None,AST,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+LessThanOrEqual,S,`<=`,None,project,lhs,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,PS,NS,NA,NA
+LessThanOrEqual,S,`<=`,None,project,rhs,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,PS,NS,NA,NA
+LessThanOrEqual,S,`<=`,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+LessThanOrEqual,S,`<=`,None,AST,lhs,S,S,S,S,S,NS,NS,S,PS,S,NS,NS,NS,NS,NS,NA,NS,NS,NA,NA
+LessThanOrEqual,S,`<=`,None,AST,rhs,S,S,S,S,S,NS,NS,S,PS,S,NS,NS,NS,NS,NS,NA,NS,NS,NA,NA
+LessThanOrEqual,S,`<=`,None,AST,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Like,S,`like`,None,project,src,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Like,S,`like`,None,project,search,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Like,S,`like`,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Literal,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,NS,S,S
+Literal,S, ,None,AST,result,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NS,NS,NS,NS,NS,NS,NS
+Log,S,`ln`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Log,S,`ln`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Log10,S,`log10`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Log10,S,`log10`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Log1p,S,`log1p`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Log1p,S,`log1p`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Log2,S,`log2`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Log2,S,`log2`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Logarithm,S,`log`,None,project,value,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Logarithm,S,`log`,None,project,base,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Logarithm,S,`log`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Lower,S,`lcase`; `lower`,This is not 100% compatible with the Spark version because the Unicode version used by cuDF and the JVM may differ; resulting in some corner-case characters not changing case correctly.,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Lower,S,`lcase`; `lower`,This is not 100% compatible with the Spark version because the Unicode version used by cuDF and the JVM may differ; resulting in some corner-case characters not changing case correctly.,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+MakeDecimal,S, ,None,project,input,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+MakeDecimal,S, ,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA
+MapConcat,S,`map_concat`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA
+MapConcat,S,`map_concat`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA
+MapEntries,S,`map_entries`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA
+MapEntries,S,`map_entries`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+MapFilter,S,`map_filter`,None,project,argument,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA
+MapFilter,S,`map_filter`,None,project,function,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+MapFilter,S,`map_filter`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA
+MapFromArrays,S,`map_from_arrays`,None,project,keys,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+MapFromArrays,S,`map_from_arrays`,None,project,values,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+MapFromArrays,S,`map_from_arrays`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA
+MapKeys,S,`map_keys`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA
+MapKeys,S,`map_keys`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+MapValues,S,`map_values`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA
+MapValues,S,`map_values`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+Md5,S,`md5`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA
+Md5,S,`md5`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+MicrosToTimestamp,S,`timestamp_micros`,None,project,input,NA,S,S,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+MicrosToTimestamp,S,`timestamp_micros`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+MillisToTimestamp,S,`timestamp_millis`,None,project,input,NA,S,S,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+MillisToTimestamp,S,`timestamp_millis`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Minute,S,`minute`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Minute,S,`minute`,None,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+MonotonicallyIncreasingID,S,`monotonically_increasing_id`,None,project,result,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Month,S,`month`,None,project,input,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Month,S,`month`,None,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Multiply,S,`*`,None,project,lhs,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Multiply,S,`*`,None,project,rhs,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Multiply,S,`*`,None,project,result,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Multiply,S,`*`,None,AST,lhs,NA,NS,NS,S,S,S,S,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Multiply,S,`*`,None,AST,rhs,NA,NS,NS,S,S,S,S,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Multiply,S,`*`,None,AST,result,NA,NS,NS,S,S,S,S,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA
+MultiplyDTInterval,S, ,None,project,lhs,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA
+MultiplyDTInterval,S, ,None,project,rhs,NA,S,S,S,S,S,S,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA
+MultiplyDTInterval,S, ,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA
+MultiplyYMInterval,S, ,None,project,lhs,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,S
+MultiplyYMInterval,S, ,None,project,rhs,NA,S,S,S,S,S,S,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA
+MultiplyYMInterval,S, ,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,S
+Murmur3Hash,S,`hash`,None,project,input,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NS,PS,NS,NS,NS
+Murmur3Hash,S,`hash`,None,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+NaNvl,S,`nanvl`,None,project,lhs,NA,NA,NA,NA,NA,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+NaNvl,S,`nanvl`,None,project,rhs,NA,NA,NA,NA,NA,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+NaNvl,S,`nanvl`,None,project,result,NA,NA,NA,NA,NA,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+NamedLambdaVariable,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,PS,PS,NS,NS,NS
+Not,S,`!`; `not`,None,project,input,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Not,S,`!`; `not`,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Not,S,`!`; `not`,None,AST,input,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Not,S,`!`; `not`,None,AST,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+NthValue,S,`nth_value`,None,window,input,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+NthValue,S,`nth_value`,None,window,offset,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+NthValue,S,`nth_value`,None,window,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+OctetLength,S,`octet_length`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA
+OctetLength,S,`octet_length`,None,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Or,S,`or`,None,project,lhs,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Or,S,`or`,None,project,rhs,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Or,S,`or`,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Or,S,`or`,None,AST,lhs,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Or,S,`or`,None,AST,rhs,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Or,S,`or`,None,AST,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ParseUrl,S,`parse_url`,None,project,url,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ParseUrl,S,`parse_url`,None,project,partToExtract,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ParseUrl,S,`parse_url`,None,project,key,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ParseUrl,S,`parse_url`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+PercentRank,S,`percent_rank`,None,window,ordering,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NS,NS,NS,NS,NS
+PercentRank,S,`percent_rank`,None,window,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Pmod,S,`pmod`,None,project,lhs,NA,S,S,S,S,S,S,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Pmod,S,`pmod`,None,project,rhs,NA,S,S,S,S,S,S,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Pmod,S,`pmod`,None,project,result,NA,S,S,S,S,S,S,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA
+PosExplode,S,`posexplode_outer`; `posexplode`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,PS,NA,NA,NA,NA
+PosExplode,S,`posexplode_outer`; `posexplode`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+Pow,S,`pow`; `power`,None,project,lhs,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Pow,S,`pow`; `power`,None,project,rhs,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Pow,S,`pow`; `power`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Pow,S,`pow`; `power`,None,AST,lhs,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Pow,S,`pow`; `power`,None,AST,rhs,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Pow,S,`pow`; `power`,None,AST,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+PreciseTimestampConversion,S, ,None,project,input,NA,NA,NA,NA,S,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+PreciseTimestampConversion,S, ,None,project,result,NA,NA,NA,NA,S,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+PythonUDF,S, ,None,aggregation,param,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NS,PS,NS,PS,NS,NS,NS
+PythonUDF,S, ,None,aggregation,result,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NA,PS,NS,PS,NA,NA,NA
+PythonUDF,S, ,None,reduction,param,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NS,PS,NS,PS,NS,NS,NS
+PythonUDF,S, ,None,reduction,result,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NA,PS,NS,PS,NA,NA,NA
+PythonUDF,S, ,None,window,param,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NS,PS,NS,PS,NS,NS,NS
+PythonUDF,S, ,None,window,result,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NA,PS,NS,PS,NA,NA,NA
+PythonUDF,S, ,None,project,param,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NS,PS,NS,PS,NS,NS,NS
+PythonUDF,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,NS,NS,NS,NA,PS,NS,PS,NA,NA,NA
+Quarter,S,`quarter`,None,project,input,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Quarter,S,`quarter`,None,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RLike,S,`regexp_like`; `regexp`; `rlike`,None,project,str,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RLike,S,`regexp_like`; `regexp`; `rlike`,None,project,regexp,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RLike,S,`regexp_like`; `regexp`; `rlike`,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RaiseError,S,`raise_error`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RaiseError,S,`raise_error`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA
+Rand,S,`rand`; `random`,None,project,seed,NA,NA,NA,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Rand,S,`rand`; `random`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Rank,S,`rank`,None,window,ordering,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NS,NS,NS,NS,NS
+Rank,S,`rank`,None,window,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RegExpExtract,S,`regexp_extract`,None,project,str,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RegExpExtract,S,`regexp_extract`,None,project,regexp,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RegExpExtract,S,`regexp_extract`,None,project,idx,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RegExpExtract,S,`regexp_extract`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RegExpExtractAll,S,`regexp_extract_all`,None,project,str,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RegExpExtractAll,S,`regexp_extract_all`,None,project,regexp,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RegExpExtractAll,S,`regexp_extract_all`,None,project,idx,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RegExpExtractAll,S,`regexp_extract_all`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA
+RegExpReplace,S,`regexp_replace`,None,project,regex,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RegExpReplace,S,`regexp_replace`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RegExpReplace,S,`regexp_replace`,None,project,pos,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RegExpReplace,S,`regexp_replace`,None,project,str,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RegExpReplace,S,`regexp_replace`,None,project,rep,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Remainder,S,`%`; `mod`,None,project,lhs,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Remainder,S,`%`; `mod`,None,project,rhs,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Remainder,S,`%`; `mod`,None,project,result,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ReplicateRows,S, ,None,project,input,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NS,PS,NS,NS,NS
+ReplicateRows,S, ,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+Reverse,S,`reverse`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+Reverse,S,`reverse`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+Rint,S,`rint`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Rint,S,`rint`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Rint,S,`rint`,None,AST,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Rint,S,`rint`,None,AST,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Round,S,`round`,None,project,value,NA,S,S,S,S,PS,PS,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Round,S,`round`,None,project,scale,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Round,S,`round`,None,project,result,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RoundCeil,S, ,None,project,value,NA,S,S,S,S,PS,PS,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RoundCeil,S, ,None,project,scale,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RoundCeil,S, ,None,project,result,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RoundFloor,S, ,None,project,value,NA,S,S,S,S,PS,PS,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RoundFloor,S, ,None,project,scale,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RoundFloor,S, ,None,project,result,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+RowNumber,S,`row_number`,None,window,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ScalaUDF,S, ,None,project,param,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,NS,NS,NS
+ScalaUDF,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,NS,NS,NS
+Second,S,`second`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Second,S,`second`,None,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+SecondsToTimestamp,S,`timestamp_seconds`,None,project,input,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+SecondsToTimestamp,S,`timestamp_seconds`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Sequence,S,`sequence`,None,project,start,NA,S,S,S,S,NA,NA,NS,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Sequence,S,`sequence`,None,project,stop,NA,S,S,S,S,NA,NA,NS,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Sequence,S,`sequence`,None,project,step,NA,S,S,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA
+Sequence,S,`sequence`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ShiftLeft,S,`shiftleft`,None,project,value,NA,NA,NA,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ShiftLeft,S,`shiftleft`,None,project,amount,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ShiftLeft,S,`shiftleft`,None,project,result,NA,NA,NA,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ShiftRight,S,`shiftright`,None,project,value,NA,NA,NA,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ShiftRight,S,`shiftright`,None,project,amount,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ShiftRight,S,`shiftright`,None,project,result,NA,NA,NA,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ShiftRightUnsigned,S,`shiftrightunsigned`,None,project,value,NA,NA,NA,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ShiftRightUnsigned,S,`shiftrightunsigned`,None,project,amount,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ShiftRightUnsigned,S,`shiftrightunsigned`,None,project,result,NA,NA,NA,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Signum,S,`sign`; `signum`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Signum,S,`sign`; `signum`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Sin,S,`sin`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Sin,S,`sin`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Sin,S,`sin`,None,AST,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Sin,S,`sin`,None,AST,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Sinh,S,`sinh`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Sinh,S,`sinh`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Sinh,S,`sinh`,None,AST,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Sinh,S,`sinh`,None,AST,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Size,S,`cardinality`; `size`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,PS,NA,NA,NA,NA
+Size,S,`cardinality`; `size`,None,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+SortArray,S,`sort_array`,None,project,array,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+SortArray,S,`sort_array`,None,project,ascendingOrder,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+SortArray,S,`sort_array`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+SortOrder,S, ,None,project,input,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NA,PS,NS,NA,NA
+SortOrder,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NA,PS,NS,NA,NA
+SparkPartitionID,S,`spark_partition_id`,None,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+SpecifiedWindowFrame,S, ,None,project,lower,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,S,NA,NA,NA,NA,S,NS
+SpecifiedWindowFrame,S, ,None,project,upper,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,S,NA,NA,NA,NA,S,NS
+SpecifiedWindowFrame,S, ,None,project,result,NA,S,S,S,S,NS,NS,NA,NA,NA,NS,NA,NA,S,NA,NA,NA,NA,S,NS
+Sqrt,S,`sqrt`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Sqrt,S,`sqrt`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Sqrt,S,`sqrt`,None,AST,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Sqrt,S,`sqrt`,None,AST,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Stack,S,`stack`,None,project,n,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Stack,S,`stack`,None,project,expr,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,PS,PS,NS,NS,NS
+Stack,S,`stack`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+StartsWith,S, ,None,project,src,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StartsWith,S, ,None,project,search,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StartsWith,S, ,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringInstr,S,`instr`,None,project,str,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringInstr,S,`instr`,None,project,substr,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringInstr,S,`instr`,None,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringLPad,S, ,None,project,str,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringLPad,S, ,None,project,len,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringLPad,S, ,None,project,pad,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringLPad,S, ,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringLocate,S,`locate`; `position`,None,project,substr,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringLocate,S,`locate`; `position`,None,project,str,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringLocate,S,`locate`; `position`,None,project,start,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringLocate,S,`locate`; `position`,None,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringRPad,S, ,None,project,str,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringRPad,S, ,None,project,len,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringRPad,S, ,None,project,pad,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringRPad,S, ,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringRepeat,S,`repeat`,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringRepeat,S,`repeat`,None,project,repeatTimes,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringRepeat,S,`repeat`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringReplace,S,`replace`,None,project,src,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringReplace,S,`replace`,None,project,search,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringReplace,S,`replace`,None,project,replace,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringReplace,S,`replace`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringSplit,S,`split`,None,project,str,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringSplit,S,`split`,None,project,regexp,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringSplit,S,`split`,None,project,limit,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringSplit,S,`split`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA
+StringToMap,S,`str_to_map`,None,project,str,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringToMap,S,`str_to_map`,None,project,pairDelim,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringToMap,S,`str_to_map`,None,project,keyValueDelim,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringToMap,S,`str_to_map`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA
+StringTranslate,S,`translate`,This is not 100% compatible with the Spark version because the GPU implementation supports all unicode code points. In Spark versions < 3.2.0; translate() does not support unicode characters with code point >= U+10000 (See SPARK-34094),project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringTranslate,S,`translate`,This is not 100% compatible with the Spark version because the GPU implementation supports all unicode code points. In Spark versions < 3.2.0; translate() does not support unicode characters with code point >= U+10000 (See SPARK-34094),project,from,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringTranslate,S,`translate`,This is not 100% compatible with the Spark version because the GPU implementation supports all unicode code points. In Spark versions < 3.2.0; translate() does not support unicode characters with code point >= U+10000 (See SPARK-34094),project,to,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringTranslate,S,`translate`,This is not 100% compatible with the Spark version because the GPU implementation supports all unicode code points. In Spark versions < 3.2.0; translate() does not support unicode characters with code point >= U+10000 (See SPARK-34094),project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringTrim,S,`trim`,None,project,src,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringTrim,S,`trim`,None,project,trimStr,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringTrim,S,`trim`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringTrimLeft,S,`ltrim`,None,project,src,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringTrimLeft,S,`ltrim`,None,project,trimStr,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringTrimLeft,S,`ltrim`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringTrimRight,S,`rtrim`,None,project,src,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringTrimRight,S,`rtrim`,None,project,trimStr,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StringTrimRight,S,`rtrim`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StructsToJson,NS,`to_json`,This is disabled by default because it is currently in beta and undergoes continuous enhancements. Please consult the [compatibility documentation](../compatibility.md#json-supporting-types) to determine whether you can enable this configuration for your use case,project,struct,S,S,S,S,S,S,S,S,PS,S,S,NA,NA,NA,PS,PS,PS,NA,NA,NA
+StructsToJson,NS,`to_json`,This is disabled by default because it is currently in beta and undergoes continuous enhancements. Please consult the [compatibility documentation](../compatibility.md#json-supporting-types) to determine whether you can enable this configuration for your use case,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Substring,S,`substr`; `substring`,None,project,str,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA
+Substring,S,`substr`; `substring`,None,project,pos,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Substring,S,`substr`; `substring`,None,project,len,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Substring,S,`substr`; `substring`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA
+SubstringIndex,S,`substring_index`,None,project,str,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+SubstringIndex,S,`substring_index`,None,project,delim,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+SubstringIndex,S,`substring_index`,None,project,count,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+SubstringIndex,S,`substring_index`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Subtract,S,`-`,None,project,lhs,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NS,NA,NA,NA,NA,S,S
+Subtract,S,`-`,None,project,rhs,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NS,NA,NA,NA,NA,S,S
+Subtract,S,`-`,None,project,result,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NS,NA,NA,NA,NA,S,S
+Subtract,S,`-`,None,AST,lhs,NA,NS,NS,S,S,S,S,NA,NA,NA,NS,NA,NA,NS,NA,NA,NA,NA,NS,NS
+Subtract,S,`-`,None,AST,rhs,NA,NS,NS,S,S,S,S,NA,NA,NA,NS,NA,NA,NS,NA,NA,NA,NA,NS,NS
+Subtract,S,`-`,None,AST,result,NA,NS,NS,S,S,S,S,NA,NA,NA,NS,NA,NA,NS,NA,NA,NA,NA,NS,NS
+Tan,S,`tan`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Tan,S,`tan`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Tan,S,`tan`,None,AST,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Tan,S,`tan`,None,AST,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Tanh,S,`tanh`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Tanh,S,`tanh`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Tanh,S,`tanh`,None,AST,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Tanh,S,`tanh`,None,AST,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+TimeAdd,S, ,None,project,start,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+TimeAdd,S, ,None,project,interval,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,S,NA
+TimeAdd,S, ,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ToDegrees,S,`degrees`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ToDegrees,S,`degrees`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ToRadians,S,`radians`,None,project,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ToRadians,S,`radians`,None,project,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ToUTCTimestamp,S,`to_utc_timestamp`,None,project,timestamp,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ToUTCTimestamp,S,`to_utc_timestamp`,None,project,timezone,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ToUTCTimestamp,S,`to_utc_timestamp`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ToUnixTimestamp,S,`to_unix_timestamp`,None,project,timeExp,NA,NA,NA,NA,NA,NA,NA,S,PS,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ToUnixTimestamp,S,`to_unix_timestamp`,None,project,format,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ToUnixTimestamp,S,`to_unix_timestamp`,None,project,result,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+TransformKeys,S,`transform_keys`,None,project,argument,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA
+TransformKeys,S,`transform_keys`,None,project,function,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,NS,NS,NS,NS
+TransformKeys,S,`transform_keys`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA
+TransformValues,S,`transform_values`,None,project,argument,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA
+TransformValues,S,`transform_values`,None,project,function,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,PS,PS,NS,NS,NS
+TransformValues,S,`transform_values`,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA
+UnaryMinus,S,`negative`,None,project,input,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NS,NA,NA,NA,NA,S,S
+UnaryMinus,S,`negative`,None,project,result,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NS,NA,NA,NA,NA,S,S
+UnaryMinus,S,`negative`,None,AST,input,NA,NS,NS,S,S,S,S,NA,NA,NA,NS,NA,NA,NS,NA,NA,NA,NA,NS,NS
+UnaryMinus,S,`negative`,None,AST,result,NA,NS,NS,S,S,S,S,NA,NA,NA,NS,NA,NA,NS,NA,NA,NA,NA,NS,NS
+UnaryPositive,S,`positive`,None,project,input,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NS,NA,NA,NA,NA,S,S
+UnaryPositive,S,`positive`,None,project,result,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NS,NA,NA,NA,NA,S,S
+UnaryPositive,S,`positive`,None,AST,input,NA,S,S,S,S,S,S,NA,NA,NA,NS,NA,NA,NS,NA,NA,NA,NA,S,S
+UnaryPositive,S,`positive`,None,AST,result,NA,S,S,S,S,S,S,NA,NA,NA,NS,NA,NA,NS,NA,NA,NA,NA,S,S
+UnboundedFollowing$,S, ,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA
+UnboundedPreceding$,S, ,None,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA
+UnixTimestamp,S,`unix_timestamp`,None,project,timeExp,NA,NA,NA,NA,NA,NA,NA,S,PS,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+UnixTimestamp,S,`unix_timestamp`,None,project,format,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+UnixTimestamp,S,`unix_timestamp`,None,project,result,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+UnscaledValue,S, ,None,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,NA,NA
+UnscaledValue,S, ,None,project,result,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Upper,S,`ucase`; `upper`,This is not 100% compatible with the Spark version because the Unicode version used by cuDF and the JVM may differ; resulting in some corner-case characters not changing case correctly.,project,input,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Upper,S,`ucase`; `upper`,This is not 100% compatible with the Spark version because the Unicode version used by cuDF and the JVM may differ; resulting in some corner-case characters not changing case correctly.,project,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+WeekDay,S,`weekday`,None,project,input,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+WeekDay,S,`weekday`,None,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+WindowExpression,S, ,None,window,windowFunction,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+WindowExpression,S, ,None,window,windowSpec,NA,S,S,S,S,NS,NS,NA,NA,NA,PS,NA,NA,S,NA,NA,NA,NA,S,NS
+WindowExpression,S, ,None,window,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+WindowSpecDefinition,S, ,None,project,partition,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NS,PS,NS,NS,NS
+WindowSpecDefinition,S, ,None,project,value,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NS,PS,NS,NS,NS
+WindowSpecDefinition,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NS,PS,NS,NS,NS
+XxHash64,S,`xxhash64`,None,project,input,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NS,NS,NS,NS,NS
+XxHash64,S,`xxhash64`,None,project,result,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Year,S,`year`,None,project,input,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Year,S,`year`,None,project,result,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+AggregateExpression,S, ,None,aggregation,aggFunc,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+AggregateExpression,S, ,None,aggregation,filter,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+AggregateExpression,S, ,None,aggregation,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+AggregateExpression,S, ,None,reduction,aggFunc,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+AggregateExpression,S, ,None,reduction,filter,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+AggregateExpression,S, ,None,reduction,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+AggregateExpression,S, ,None,window,aggFunc,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+AggregateExpression,S, ,None,window,filter,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+AggregateExpression,S, ,None,window,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+ApproximatePercentile,S,`approx_percentile`; `percentile_approx`,This is not 100% compatible with the Spark version because the GPU implementation of approx_percentile is not bit-for-bit compatible with Apache Spark,aggregation,input,NA,S,S,S,S,S,S,NS,NS,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ApproximatePercentile,S,`approx_percentile`; `percentile_approx`,This is not 100% compatible with the Spark version because the GPU implementation of approx_percentile is not bit-for-bit compatible with Apache Spark,aggregation,percentage,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA
+ApproximatePercentile,S,`approx_percentile`; `percentile_approx`,This is not 100% compatible with the Spark version because the GPU implementation of approx_percentile is not bit-for-bit compatible with Apache Spark,aggregation,accuracy,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ApproximatePercentile,S,`approx_percentile`; `percentile_approx`,This is not 100% compatible with the Spark version because the GPU implementation of approx_percentile is not bit-for-bit compatible with Apache Spark,aggregation,result,NA,S,S,S,S,S,S,NS,NS,NA,S,NA,NA,NA,PS,NA,NA,NA,NA,NA
+ApproximatePercentile,S,`approx_percentile`; `percentile_approx`,This is not 100% compatible with the Spark version because the GPU implementation of approx_percentile is not bit-for-bit compatible with Apache Spark,reduction,input,NA,S,S,S,S,S,S,NS,NS,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ApproximatePercentile,S,`approx_percentile`; `percentile_approx`,This is not 100% compatible with the Spark version because the GPU implementation of approx_percentile is not bit-for-bit compatible with Apache Spark,reduction,percentage,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA
+ApproximatePercentile,S,`approx_percentile`; `percentile_approx`,This is not 100% compatible with the Spark version because the GPU implementation of approx_percentile is not bit-for-bit compatible with Apache Spark,reduction,accuracy,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ApproximatePercentile,S,`approx_percentile`; `percentile_approx`,This is not 100% compatible with the Spark version because the GPU implementation of approx_percentile is not bit-for-bit compatible with Apache Spark,reduction,result,NA,S,S,S,S,S,S,NS,NS,NA,S,NA,NA,NA,PS,NA,NA,NA,NA,NA
+Average,S,`avg`; `mean`,None,aggregation,input,NA,S,S,S,S,S,S,NA,NA,NA,S,S,NA,NS,NA,NA,NA,NA,NS,NS
+Average,S,`avg`; `mean`,None,aggregation,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Average,S,`avg`; `mean`,None,reduction,input,NA,S,S,S,S,S,S,NA,NA,NA,S,S,NA,NS,NA,NA,NA,NA,NS,NS
+Average,S,`avg`; `mean`,None,reduction,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Average,S,`avg`; `mean`,None,window,input,NA,S,S,S,S,S,S,NA,NA,NA,S,S,NA,NS,NA,NA,NA,NA,NS,NS
+Average,S,`avg`; `mean`,None,window,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BloomFilterAggregate,S, ,None,reduction,child,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BloomFilterAggregate,S, ,None,reduction,estimatedItems,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BloomFilterAggregate,S, ,None,reduction,numBits,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+BloomFilterAggregate,S, ,None,reduction,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA
+CollectList,S,`array_agg`; `collect_list`,None,aggregation,input,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+CollectList,S,`array_agg`; `collect_list`,None,aggregation,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+CollectList,S,`array_agg`; `collect_list`,None,reduction,input,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+CollectList,S,`array_agg`; `collect_list`,None,reduction,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+CollectList,S,`array_agg`; `collect_list`,None,window,input,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+CollectList,S,`array_agg`; `collect_list`,None,window,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+CollectSet,S,`collect_set`,None,aggregation,input,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NS,PS,NS,NS,NS
+CollectSet,S,`collect_set`,None,aggregation,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+CollectSet,S,`collect_set`,None,reduction,input,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NS,PS,NS,NS,NS
+CollectSet,S,`collect_set`,None,reduction,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+CollectSet,S,`collect_set`,None,window,input,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NS,PS,NS,NS,NS
+CollectSet,S,`collect_set`,None,window,result,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA
+Count,S,`count`,None,aggregation,input,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+Count,S,`count`,None,aggregation,result,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Count,S,`count`,None,reduction,input,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+Count,S,`count`,None,reduction,result,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Count,S,`count`,None,window,input,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,S,S,S
+Count,S,`count`,None,window,result,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+First,S,`first_value`; `first`,None,aggregation,input,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+First,S,`first_value`; `first`,None,aggregation,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+First,S,`first_value`; `first`,None,reduction,input,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+First,S,`first_value`; `first`,None,reduction,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+First,S,`first_value`; `first`,None,window,input,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+First,S,`first_value`; `first`,None,window,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+Last,S,`last_value`; `last`,None,aggregation,input,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+Last,S,`last_value`; `last`,None,aggregation,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+Last,S,`last_value`; `last`,None,reduction,input,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+Last,S,`last_value`; `last`,None,reduction,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+Last,S,`last_value`; `last`,None,window,input,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+Last,S,`last_value`; `last`,None,window,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+Max,S,`max`,None,aggregation,input,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NA,PS,NS,NA,NA
+Max,S,`max`,None,aggregation,result,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NA,PS,NS,NA,NA
+Max,S,`max`,None,reduction,input,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NA,PS,NS,NA,NA
+Max,S,`max`,None,reduction,result,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NA,PS,NS,NA,NA
+Max,S,`max`,None,window,input,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,NS,NS,NA,NA
+Max,S,`max`,None,window,result,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,NS,NS,NA,NA
+MaxBy,S,`max_by`,None,aggregation,value,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+MaxBy,S,`max_by`,None,aggregation,ordering,S,S,S,S,S,NS,NS,S,PS,S,S,S,NS,NS,PS,NA,PS,NS,NA,NA
+MaxBy,S,`max_by`,None,aggregation,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+MaxBy,S,`max_by`,None,reduction,value,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+MaxBy,S,`max_by`,None,reduction,ordering,S,S,S,S,S,NS,NS,S,PS,S,S,S,NS,NS,PS,NA,PS,NS,NA,NA
+MaxBy,S,`max_by`,None,reduction,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+Min,S,`min`,None,aggregation,input,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NA,PS,NS,NA,NA
+Min,S,`min`,None,aggregation,result,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NA,PS,NS,NA,NA
+Min,S,`min`,None,reduction,input,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NA,PS,NS,NA,NA
+Min,S,`min`,None,reduction,result,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NA,PS,NS,NA,NA
+Min,S,`min`,None,window,input,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,NS,NS,NA,NA
+Min,S,`min`,None,window,result,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,NS,NS,NA,NA
+MinBy,S,`min_by`,None,aggregation,value,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+MinBy,S,`min_by`,None,aggregation,ordering,S,S,S,S,S,NS,NS,S,PS,S,S,S,NS,NS,PS,NA,PS,NS,NA,NA
+MinBy,S,`min_by`,None,aggregation,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+MinBy,S,`min_by`,None,reduction,value,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+MinBy,S,`min_by`,None,reduction,ordering,S,S,S,S,S,NS,NS,S,PS,S,S,S,NS,NS,PS,NA,PS,NS,NA,NA
+MinBy,S,`min_by`,None,reduction,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+Percentile,S,`percentile`,None,aggregation,input,NA,S,S,S,S,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Percentile,S,`percentile`,None,aggregation,percentage,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA
+Percentile,S,`percentile`,None,aggregation,frequency,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA
+Percentile,S,`percentile`,None,aggregation,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA
+Percentile,S,`percentile`,None,reduction,input,NA,S,S,S,S,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Percentile,S,`percentile`,None,reduction,percentage,NA,NA,NA,NA,NA,NA,PS,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA
+Percentile,S,`percentile`,None,reduction,frequency,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA
+Percentile,S,`percentile`,None,reduction,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA
+PivotFirst,S, ,None,aggregation,pivotColumn,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NS,NS,NS,NS,NS
+PivotFirst,S, ,None,aggregation,valueColumn,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NS,NS,NS,NS,NS
+PivotFirst,S, ,None,aggregation,result,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NS,NS,NS,NS,NS
+PivotFirst,S, ,None,reduction,pivotColumn,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NS,NS,NS,NS,NS
+PivotFirst,S, ,None,reduction,valueColumn,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NS,NS,NS,NS,NS
+PivotFirst,S, ,None,reduction,result,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,PS,NS,NS,NS,NS,NS
+StddevPop,S,`stddev_pop`,None,reduction,input,NA,NA,NA,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StddevPop,S,`stddev_pop`,None,reduction,result,NA,NA,NA,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StddevPop,S,`stddev_pop`,None,aggregation,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StddevPop,S,`stddev_pop`,None,aggregation,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StddevPop,S,`stddev_pop`,None,window,input,NA,NA,NA,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StddevPop,S,`stddev_pop`,None,window,result,NA,NA,NA,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StddevSamp,S,`std`; `stddev_samp`; `stddev`,None,aggregation,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StddevSamp,S,`std`; `stddev_samp`; `stddev`,None,aggregation,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StddevSamp,S,`std`; `stddev_samp`; `stddev`,None,reduction,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StddevSamp,S,`std`; `stddev_samp`; `stddev`,None,reduction,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StddevSamp,S,`std`; `stddev_samp`; `stddev`,None,window,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+StddevSamp,S,`std`; `stddev_samp`; `stddev`,None,window,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Sum,S,`sum`,None,aggregation,input,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Sum,S,`sum`,None,aggregation,result,NA,NA,NA,NA,S,NA,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Sum,S,`sum`,None,reduction,input,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Sum,S,`sum`,None,reduction,result,NA,NA,NA,NA,S,NA,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Sum,S,`sum`,None,window,input,NA,S,S,S,S,S,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+Sum,S,`sum`,None,window,result,NA,NA,NA,NA,S,NA,S,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA
+VariancePop,S,`var_pop`,None,reduction,input,NA,NA,NA,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+VariancePop,S,`var_pop`,None,reduction,result,NA,NA,NA,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+VariancePop,S,`var_pop`,None,aggregation,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+VariancePop,S,`var_pop`,None,aggregation,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+VariancePop,S,`var_pop`,None,window,input,NA,NA,NA,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+VariancePop,S,`var_pop`,None,window,result,NA,NA,NA,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+VarianceSamp,S,`var_samp`; `variance`,None,reduction,input,NA,NA,NA,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+VarianceSamp,S,`var_samp`; `variance`,None,reduction,result,NA,NA,NA,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+VarianceSamp,S,`var_samp`; `variance`,None,aggregation,input,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+VarianceSamp,S,`var_samp`; `variance`,None,aggregation,result,NA,NA,NA,NA,NA,NA,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+VarianceSamp,S,`var_samp`; `variance`,None,window,input,NA,NA,NA,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+VarianceSamp,S,`var_samp`; `variance`,None,window,result,NA,NA,NA,NA,NA,NA,NS,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+NormalizeNaNAndZero,S, ,None,project,input,NA,NA,NA,NA,NA,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+NormalizeNaNAndZero,S, ,None,project,result,NA,NA,NA,NA,NA,S,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+InSubqueryExec,S, ,None,project,input,S,S,S,S,S,S,S,S,PS,S,S,S,NS,NS,NS,NA,NS,NS,NA,NA
+InSubqueryExec,S, ,None,project,result,S,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+ScalarSubquery,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,NS,PS,PS,PS,NS,NS,NS
+HiveGenericUDF,S, ,None,project,param,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,NS,NS,NS
+HiveGenericUDF,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,NS,NS,NS
+HiveSimpleUDF,S, ,None,project,param,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,NS,NS,NS
+HiveSimpleUDF,S, ,None,project,result,S,S,S,S,S,S,S,S,PS,S,S,S,S,S,PS,PS,PS,NS,NS,NS

From 610033441fade74cad42aeabce53a498d4715838 Mon Sep 17 00:00:00 2001
From: MithunR <mithunr@nvidia.com>
Date: Wed, 6 Nov 2024 10:07:49 -0800
Subject: [PATCH 3/5] Fix `string_test` for [databricks] 14.3 (#11669)

* Fix string_test for [databricks] 14.3

Fixes #11535.

This commit fixes the failure of `test_startswith`
and `test_endswith` in `string_test.py` on Databricks 14.3.

This is, in effect, a follow-on to the changes introduced in #11247,
where `test_endswith` was skipped for Databricks 4.0, on account of
https://issues.apache.org/jira/browse/SPARK-48995.  It appears that
that bug afflicts Databricks 14.3 as well.

This commit handles both `test_startswith` and `test_endswith` for
Databricks 14.3 and Apache Spark 4.0.

Signed-off-by: MithunR <mithunr@nvidia.com>
---
 integration_tests/src/main/python/string_test.py | 15 ++++++++-------
 1 file changed, 8 insertions(+), 7 deletions(-)

diff --git a/integration_tests/src/main/python/string_test.py b/integration_tests/src/main/python/string_test.py
index 7099436f608..03c022bb201 100644
--- a/integration_tests/src/main/python/string_test.py
+++ b/integration_tests/src/main/python/string_test.py
@@ -23,7 +23,7 @@
 from pyspark.sql.types import *
 import pyspark.sql.utils
 import pyspark.sql.functions as f
-from spark_session import with_cpu_session, with_gpu_session, is_databricks104_or_later, is_before_spark_320, is_before_spark_400
+from spark_session import with_cpu_session, with_gpu_session, is_databricks104_or_later, is_databricks_version_or_later, is_before_spark_320, is_spark_400_or_later
 
 _regexp_conf = { 'spark.rapids.sql.regexp.enabled': 'true' }
 
@@ -104,10 +104,6 @@ def test_substring_index(data_gen,delim):
 
 
 @allow_non_gpu('ProjectExec')
-@pytest.mark.skipif(condition=not is_before_spark_400(),
-                    reason="Bug in Apache Spark 4.0 causes NumberFormatExceptions from substring_index(), "
-                           "if called with index==null. For further information, see: "
-                           "https://issues.apache.org/jira/browse/SPARK-48989.")
 @pytest.mark.parametrize('data_gen', [mk_str_gen('([ABC]{0,3}_?){0,7}')], ids=idfn)
 def test_unsupported_fallback_substring_index(data_gen):
     delim_gen = StringGen(pattern="_")
@@ -327,6 +323,10 @@ def test_rtrim(data_gen):
                 'TRIM(TRAILING NULL FROM a)',
                 'TRIM(TRAILING "" FROM a)'))
 
+@pytest.mark.skipif(condition=is_spark_400_or_later() or is_databricks_version_or_later(14, 3),
+                    reason="startsWith(None)/endswith(None) seems to cause an NPE in Column.fn() on Apache Spark 4.0, "
+                           "and Databricks 14.3."
+                           "See https://issues.apache.org/jira/browse/SPARK-48995.")
 def test_startswith():
     gen = mk_str_gen('[Ab\ud720]{3}A.{0,3}Z[Ab\ud720]{3}')
     assert_gpu_and_cpu_are_equal_collect(
@@ -351,8 +351,9 @@ def assert_gpu_did_fallback(op):
     assert_gpu_did_fallback(f.col("a").startswith(f.col("a")))
 
 
-@pytest.mark.skipif(condition=not is_before_spark_400(),
-                    reason="endswith(None) seems to cause an NPE in Column.fn() on Apache Spark 4.0. "
+@pytest.mark.skipif(condition=is_spark_400_or_later() or is_databricks_version_or_later(14, 3),
+                    reason="startsWith(None)/endswith(None) seems to cause an NPE in Column.fn() on Apache Spark 4.0, "
+                           "and Databricks 14.3."
                            "See https://issues.apache.org/jira/browse/SPARK-48995.")
 def test_endswith():
     gen = mk_str_gen('[Ab\ud720]{3}A.{0,3}Z[Ab\ud720]{3}')

From 61acf56de3fdf71e3c6c0cedde0939b138211818 Mon Sep 17 00:00:00 2001
From: MithunR <mithunr@nvidia.com>
Date: Wed, 6 Nov 2024 10:09:37 -0800
Subject: [PATCH 4/5] Fix Parquet Writer tests on [databricks] 14.3 (#11673)

* Fix Parquet Writer tests on Databricks 14.3

Fixes #11534.

This commit fixes the test failures in `parquet_write_test.py`, as
listed on #11534.

This is an extension of the changes made in #11615, which attempted to
address similar failures on Apache Spark 4.

Most of the test failures pertain to legacy Parquet writer settings and
conf keys which were removed on Spark 4.  A stray test involves a change
in how the test gleans description strings from exceptions.

Signed-off-by: MithunR <mithunr@nvidia.com>
---
 .../src/main/python/parquet_write_test.py     | 38 ++++++++++---------
 1 file changed, 20 insertions(+), 18 deletions(-)

diff --git a/integration_tests/src/main/python/parquet_write_test.py b/integration_tests/src/main/python/parquet_write_test.py
index 2acf3984f64..775b4a9d1cb 100644
--- a/integration_tests/src/main/python/parquet_write_test.py
+++ b/integration_tests/src/main/python/parquet_write_test.py
@@ -29,6 +29,11 @@
 
 pytestmark = pytest.mark.nightly_resource_consuming_test
 
+conf_key_parquet_datetimeRebaseModeInWrite = 'spark.sql.parquet.datetimeRebaseModeInWrite'
+conf_key_parquet_int96RebaseModeInWrite = 'spark.sql.parquet.int96RebaseModeInWrite'
+conf_key_parquet_datetimeRebaseModeInRead = 'spark.sql.parquet.datetimeRebaseModeInRead'
+conf_key_parquet_int96RebaseModeInRead = 'spark.sql.parquet.int96RebaseModeInRead'
+
 # test with original parquet file reader, the multi-file parallel reader for cloud, and coalesce file reader for
 # non-cloud
 original_parquet_file_reader_conf={'spark.rapids.sql.format.parquet.reader.type': 'PERFILE'}
@@ -37,11 +42,8 @@
 reader_opt_confs = [original_parquet_file_reader_conf, multithreaded_parquet_file_reader_conf,
         coalesce_parquet_file_reader_conf]
 parquet_decimal_struct_gen= StructGen([['child'+str(ind), sub_gen] for ind, sub_gen in enumerate(decimal_gens)])
-legacy_parquet_datetimeRebaseModeInWrite='spark.sql.parquet.datetimeRebaseModeInWrite' if is_spark_400_or_later() else 'spark.sql.legacy.parquet.datetimeRebaseModeInWrite'
-legacy_parquet_int96RebaseModeInWrite='spark.sql.parquet.int96RebaseModeInWrite' if is_spark_400_or_later() else 'spark.sql.legacy.parquet.int96RebaseModeInWrite'
-legacy_parquet_int96RebaseModeInRead='spark.sql.parquet.int96RebaseModeInRead' if is_spark_400_or_later() else 'spark.sql.legacy.parquet.int96RebaseModeInRead'
-writer_confs={legacy_parquet_datetimeRebaseModeInWrite: 'CORRECTED',
-              legacy_parquet_int96RebaseModeInWrite: 'CORRECTED'}
+writer_confs={conf_key_parquet_datetimeRebaseModeInWrite: 'CORRECTED',
+              conf_key_parquet_int96RebaseModeInWrite: 'CORRECTED'}
 
 parquet_basic_gen =[byte_gen, short_gen, int_gen, long_gen, float_gen, double_gen,
                     string_gen, boolean_gen, date_gen, TimestampGen(), binary_gen]
@@ -161,8 +163,8 @@ def test_write_ts_millis(spark_tmp_path, ts_type, ts_rebase):
         lambda spark, path: unary_op_df(spark, gen).write.parquet(path),
         lambda spark, path: spark.read.parquet(path),
         data_path,
-        conf={legacy_parquet_datetimeRebaseModeInWrite: ts_rebase,
-              legacy_parquet_int96RebaseModeInWrite: ts_rebase,
+        conf={conf_key_parquet_datetimeRebaseModeInWrite: ts_rebase,
+              conf_key_parquet_int96RebaseModeInWrite: ts_rebase,
               'spark.sql.parquet.outputTimestampType': ts_type})
 
 
@@ -288,8 +290,8 @@ def test_write_sql_save_table(spark_tmp_path, parquet_gens, spark_tmp_table_fact
 
 def writeParquetUpgradeCatchException(spark, df, data_path, spark_tmp_table_factory, int96_rebase, datetime_rebase, ts_write):
     spark.conf.set('spark.sql.parquet.outputTimestampType', ts_write)
-    spark.conf.set(legacy_parquet_datetimeRebaseModeInWrite, datetime_rebase)
-    spark.conf.set(legacy_parquet_int96RebaseModeInWrite, int96_rebase) # for spark 310
+    spark.conf.set(conf_key_parquet_datetimeRebaseModeInWrite, datetime_rebase)
+    spark.conf.set(conf_key_parquet_int96RebaseModeInWrite, int96_rebase) # for spark 310
     with pytest.raises(Exception) as e_info:
         df.coalesce(1).write.format("parquet").mode('overwrite').option("path", data_path).saveAsTable(spark_tmp_table_factory.get())
     assert e_info.match(r".*SparkUpgradeException.*")
@@ -547,8 +549,8 @@ def generate_map_with_empty_validity(spark, path):
 def test_parquet_write_fails_legacy_datetime(spark_tmp_path, data_gen, ts_write, ts_rebase_write):
     data_path = spark_tmp_path + '/PARQUET_DATA'
     all_confs = {'spark.sql.parquet.outputTimestampType': ts_write,
-                 legacy_parquet_datetimeRebaseModeInWrite: ts_rebase_write,
-                 legacy_parquet_int96RebaseModeInWrite: ts_rebase_write}
+                 conf_key_parquet_datetimeRebaseModeInWrite: ts_rebase_write,
+                 conf_key_parquet_int96RebaseModeInWrite: ts_rebase_write}
     def writeParquetCatchException(spark, data_gen, data_path):
         with pytest.raises(Exception) as e_info:
             unary_op_df(spark, data_gen).coalesce(1).write.parquet(data_path)
@@ -566,12 +568,12 @@ def test_parquet_write_roundtrip_datetime_with_legacy_rebase(spark_tmp_path, dat
                                                              ts_rebase_write, ts_rebase_read):
     data_path = spark_tmp_path + '/PARQUET_DATA'
     all_confs = {'spark.sql.parquet.outputTimestampType': ts_write,
-                 legacy_parquet_datetimeRebaseModeInWrite: ts_rebase_write[0],
-                 legacy_parquet_int96RebaseModeInWrite: ts_rebase_write[1],
+                 conf_key_parquet_datetimeRebaseModeInWrite: ts_rebase_write[0],
+                 conf_key_parquet_int96RebaseModeInWrite: ts_rebase_write[1],
                  # The rebase modes in read configs should be ignored and overridden by the same
                  # modes in write configs, which are retrieved from the written files.
-                 'spark.sql.legacy.parquet.datetimeRebaseModeInRead': ts_rebase_read[0],
-                 legacy_parquet_int96RebaseModeInRead: ts_rebase_read[1]}
+                 conf_key_parquet_datetimeRebaseModeInRead: ts_rebase_read[0],
+                 conf_key_parquet_int96RebaseModeInRead: ts_rebase_read[1]}
     assert_gpu_and_cpu_writes_are_equal_collect(
         lambda spark, path: unary_op_df(spark, data_gen).coalesce(1).write.parquet(path),
         lambda spark, path: spark.read.parquet(path),
@@ -600,7 +602,7 @@ def test_it(spark):
             spark.sql("CREATE TABLE {} LOCATION '{}/ctas' AS SELECT * FROM {}".format(
                 ctas_with_existing_name, data_path, src_name))
         except pyspark.sql.utils.AnalysisException as e:
-            description = e._desc if is_spark_400_or_later() else e.desc
+            description = e._desc if (is_spark_400_or_later() or is_databricks_version_or_later(14, 3)) else e.desc
             if allow_non_empty or description.find('non-empty directory') == -1:
                 raise e
     with_gpu_session(test_it, conf)
@@ -829,8 +831,8 @@ def write_partitions(spark, table_path):
     )
 
 def hive_timestamp_value(spark_tmp_table_factory, spark_tmp_path, ts_rebase, func):
-    conf={legacy_parquet_datetimeRebaseModeInWrite: ts_rebase,
-          legacy_parquet_int96RebaseModeInWrite: ts_rebase}
+    conf={conf_key_parquet_datetimeRebaseModeInWrite: ts_rebase,
+          conf_key_parquet_int96RebaseModeInWrite: ts_rebase}
 
     def create_table(spark, path):
         tmp_table = spark_tmp_table_factory.get()

From e13cd555d6e9514e765e79b6492912b87fec5263 Mon Sep 17 00:00:00 2001
From: Liangcai Li <firestarmanllc@gmail.com>
Date: Fri, 8 Nov 2024 01:06:14 +0800
Subject: [PATCH 5/5] Add retry in sub hash join (#11706)

Signed-off-by: Firestarman <firestarmanllc@gmail.com>
---
 .../execution/GpuSubPartitionHashJoin.scala      | 16 +++++++++++++---
 1 file changed, 13 insertions(+), 3 deletions(-)

diff --git a/sql-plugin/src/main/scala/org/apache/spark/sql/rapids/execution/GpuSubPartitionHashJoin.scala b/sql-plugin/src/main/scala/org/apache/spark/sql/rapids/execution/GpuSubPartitionHashJoin.scala
index fc4ad412dcc..0fea22356a2 100644
--- a/sql-plugin/src/main/scala/org/apache/spark/sql/rapids/execution/GpuSubPartitionHashJoin.scala
+++ b/sql-plugin/src/main/scala/org/apache/spark/sql/rapids/execution/GpuSubPartitionHashJoin.scala
@@ -18,7 +18,7 @@ package org.apache.spark.sql.rapids.execution
 import scala.collection.mutable
 import scala.collection.mutable.ArrayBuffer
 
-import com.nvidia.spark.rapids.{GpuBatchUtils, GpuColumnVector, GpuExpression, GpuHashPartitioningBase, GpuMetric, SpillableColumnarBatch, SpillPriorities, TaskAutoCloseableResource}
+import com.nvidia.spark.rapids.{GpuBatchUtils, GpuColumnVector, GpuExpression, GpuHashPartitioningBase, GpuMetric, RmmRapidsRetryIterator, SpillableColumnarBatch, SpillPriorities, TaskAutoCloseableResource}
 import com.nvidia.spark.rapids.Arm.{closeOnExcept, withResource}
 import com.nvidia.spark.rapids.RapidsPluginImplicits._
 
@@ -179,9 +179,19 @@ class GpuBatchSubPartitioner(
         // 1) Hash partition on the batch
         val partedTable = GpuHashPartitioningBase.hashPartitionAndClose(
           gpuBatch, inputBoundKeys, realNumPartitions, "Sub-Hash Calculate", hashSeed)
+        val (spillBatch, partitions) = withResource(partedTable) { _ =>
+          // Convert to SpillableColumnarBatch for the following retry.
+          (SpillableColumnarBatch(GpuColumnVector.from(partedTable.getTable, types),
+            SpillPriorities.ACTIVE_BATCHING_PRIORITY),
+            partedTable.getPartitions)
+        }
         // 2) Split into smaller tables according to partitions
-        val subTables = withResource(partedTable) { _ =>
-          partedTable.getTable.contiguousSplit(partedTable.getPartitions.tail: _*)
+        val subTables = RmmRapidsRetryIterator.withRetryNoSplit(spillBatch) { _ =>
+          withResource(spillBatch.getColumnarBatch()) { cb =>
+            withResource(GpuColumnVector.from(cb)) { tbl =>
+              tbl.contiguousSplit(partitions.tail: _*)
+            }
+          }
         }
         // 3) Make each smaller table spillable and cache them in the queue
         withResource(subTables) { _ =>