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Merge branch-25.02 into main [skip ci] (#12295)
Change version to 25.02.1 Note: merge this PR with **Create a merge commit to merge**
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CHANGELOG.md

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# Change log
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Generated on 2025-02-17
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Generated on 2025-03-07
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## Release 25.02
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66
### Features
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|||
88
|:---|:---|
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|[#12225](https://github.com/NVIDIA/spark-rapids/issues/12225)|[FEA] Support Spark 3.5.5|
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|[#11648](https://github.com/NVIDIA/spark-rapids/issues/11648)|[FEA] it would be nice if we could support org.apache.spark.sql.catalyst.expressions.Bin|
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|[#11891](https://github.com/NVIDIA/spark-rapids/issues/11891)|[FEA] Support Spark 3.5.4 release|
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|[#11928](https://github.com/NVIDIA/spark-rapids/issues/11928)|[FEA] make maxCpuBatchSize in GpuPartitioning configurable|
@@ -25,13 +26,18 @@ Generated on 2025-02-17
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### Bugs Fixed
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|||
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|:---|:---|
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|[#12230](https://github.com/NVIDIA/spark-rapids/issues/12230)|[BUG] parquet_test.py::test_many_column_project test fails on GB100 and cuda12.8|
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|[#12231](https://github.com/NVIDIA/spark-rapids/issues/12231)|[BUG] hash_aggregate_test.py::test_hash_multiple_grpby_pivot and row_conversion_test.py::test_row_conversions_fixed_width_wide fails on GB100 and cuda12.8|
31+
|[#12152](https://github.com/NVIDIA/spark-rapids/issues/12152)|[BUG] mvn-verify-check failed cache non-snapshot deps|
32+
|[#11835](https://github.com/NVIDIA/spark-rapids/issues/11835)|[BUG] Intermittent result discrepancy for NDS SF3K query86 on L40S|
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|[#12111](https://github.com/NVIDIA/spark-rapids/issues/12111)|[BUG] Hit velox runtime error when filtering df with timestamp column inside when enabling hybrid|
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|[#12091](https://github.com/NVIDIA/spark-rapids/issues/12091)|[BUG]An assertion error in the sized hash join|
35+
|[#12113](https://github.com/NVIDIA/spark-rapids/issues/12113)|[BUG] HybridParquetScan fails on the `select count(1)` case|
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|[#12096](https://github.com/NVIDIA/spark-rapids/issues/12096)|[BUG] CI_PART1 for DBR 14.3 hangs in the nightly pre-release pipeline|
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|[#12076](https://github.com/NVIDIA/spark-rapids/issues/12076)|[BUG] ExtraPlugins might be loaded duplicated|
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|[#11433](https://github.com/NVIDIA/spark-rapids/issues/11433)|[BUG] Spark UT framework: SPARK-34212 Parquet should read decimals correctly|
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|[#12038](https://github.com/NVIDIA/spark-rapids/issues/12038)|[BUG] spark321 failed core dump in nightly|
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|[#12046](https://github.com/NVIDIA/spark-rapids/issues/12046)|[BUG] orc_test fail non-UTC cases with Part of the plan is not columnar class org.apache.spark.sql.execution.FileSourceScanExec|
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|[#12039](https://github.com/NVIDIA/spark-rapids/issues/12039)|[BUG] HostAllocSuite failed "Maximum pool size exceeded" in nightly UT tests|
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|[#12036](https://github.com/NVIDIA/spark-rapids/issues/12036)|[BUG] The check in assertIsOnTheGpu method to test if a plan is on the GPU is not accurate|
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|[#11989](https://github.com/NVIDIA/spark-rapids/issues/11989)|[BUG] ParquetCachedBatchSerializer does not grab the GPU semaphore and does not have retry blocks|
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|[#11651](https://github.com/NVIDIA/spark-rapids/issues/11651)|[BUG] Parse regular expressions using JDK to make error behavior more consistent between CPU and GPU|
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### PRs
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|||
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|:---|:---|
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|[#12289](https://github.com/NVIDIA/spark-rapids/pull/12289)|Update dependency version JNI, private to 25.02.1|
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|[#12282](https://github.com/NVIDIA/spark-rapids/pull/12282)|[DOC] update the download page for 2502.1 hot release [skip ci]|
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|[#12280](https://github.com/NVIDIA/spark-rapids/pull/12280)|Disable hybrid cases for spark35X [skip ci]|
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|[#12259](https://github.com/NVIDIA/spark-rapids/pull/12259)|Add Spark 3.5.5 shim|
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|[#12252](https://github.com/NVIDIA/spark-rapids/pull/12252)|Update dependency version private to 25.02.1-SNAPSHOT|
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|[#12253](https://github.com/NVIDIA/spark-rapids/pull/12253)|Accelerate nightly build [skip ci]|
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|[#12239](https://github.com/NVIDIA/spark-rapids/pull/12239)|Mirror the Cloudera Maven repository|
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|[#12189](https://github.com/NVIDIA/spark-rapids/pull/12189)|Update version to 25.02.1-SNAPSHOT|
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|[#12204](https://github.com/NVIDIA/spark-rapids/pull/12204)|[DOC] address ghpage pr comments [skip ci]|
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|[#12212](https://github.com/NVIDIA/spark-rapids/pull/12212)|Fix deadlock in BounceBufferPool|
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|[#12205](https://github.com/NVIDIA/spark-rapids/pull/12205)|Workaround: tmply disable the HostAllocSuite to unblock CI [skip ci]|
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|[#12188](https://github.com/NVIDIA/spark-rapids/pull/12188)|Update dependency version JNI to 25.02.1-SNAPSHOT|
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|[#12157](https://github.com/NVIDIA/spark-rapids/pull/12157)|Add hybrid sha1 to mvn verify cache key [skip ci]|
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|[#12154](https://github.com/NVIDIA/spark-rapids/pull/12154)|Update latest changelog [skip ci]|
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|[#12129](https://github.com/NVIDIA/spark-rapids/pull/12129)|Update dependency version JNI, private, hybrid to 25.02.0 [skip ci]|
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|[#12102](https://github.com/NVIDIA/spark-rapids/pull/12102)|[DOC] update the download page for 2502 release [skip ci]|
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|[#12112](https://github.com/NVIDIA/spark-rapids/pull/12112)|HybridParquetScan: Fix velox runtime error in hybrid scan when filter timestamp|
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|[#11595](https://github.com/NVIDIA/spark-rapids/pull/11595)|Remove an unused config shuffle.spillThreads|
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|[#11606](https://github.com/NVIDIA/spark-rapids/pull/11606)|Disable regex tests to unblock CI|
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|[#11605](https://github.com/NVIDIA/spark-rapids/pull/11605)|Fix auto merge conflict 11604 [skip ci]|
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|[#11414](https://github.com/NVIDIA/spark-rapids/pull/11414)|Fix `collection_ops_tests` for Spark 4.0|
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|[#11587](https://github.com/NVIDIA/spark-rapids/pull/11587)|avoid long tail tasks due to PrioritySemaphore, remaing part|
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|[#11574](https://github.com/NVIDIA/spark-rapids/pull/11574)|avoid long tail tasks due to PrioritySemaphore|
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|[#11559](https://github.com/NVIDIA/spark-rapids/pull/11559)|[Spark 4.0] Address test failures in cast_test.py|
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|[#11579](https://github.com/NVIDIA/spark-rapids/pull/11579)|Fix merge conflict with branch-24.10|
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|[#11571](https://github.com/NVIDIA/spark-rapids/pull/11571)|Log reconfigure multi-file thread pool only once|
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|[#11564](https://github.com/NVIDIA/spark-rapids/pull/11564)|Disk spill metric|
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|[#11561](https://github.com/NVIDIA/spark-rapids/pull/11561)|Add in a basic plugin for dataframe UDF support in Apache Spark|
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|[#11544](https://github.com/NVIDIA/spark-rapids/pull/11544)|Update test case related to LEACY datetime format to unblock nightly CI|
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|[#11519](https://github.com/NVIDIA/spark-rapids/pull/11519)|Spark 4: Fix parquet_test.py|
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|[#11563](https://github.com/NVIDIA/spark-rapids/pull/11563)|Fix the latest merge conflict in integration tests|
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|[#11542](https://github.com/NVIDIA/spark-rapids/pull/11542)|Update rapids JNI and private dependency to 24.12.0-SNAPSHOT [skip ci]|
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|[#11493](https://github.com/NVIDIA/spark-rapids/pull/11493)|Support legacy mode for yyyymmdd format|

CONTRIBUTING.md

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Verify that shim-specific classes are hidden from a conventional classloader.
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```bash
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$ javap -cp dist/target/rapids-4-spark_2.12-25.02.0-cuda11.jar com.nvidia.spark.rapids.shims.SparkShimImpl
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$ javap -cp dist/target/rapids-4-spark_2.12-25.02.1-cuda11.jar com.nvidia.spark.rapids.shims.SparkShimImpl
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Error: class not found: com.nvidia.spark.rapids.shims.SparkShimImpl
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```
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However, its bytecode can be loaded if prefixed with `spark3XY` not contained in the package name
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```bash
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$ javap -cp dist/target/rapids-4-spark_2.12-25.02.0-cuda11.jar spark320.com.nvidia.spark.rapids.shims.SparkShimImpl | head -2
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Warning: File dist/target/rapids-4-spark_2.12-25.02.0-cuda11.jar(/spark320/com/nvidia/spark/rapids/shims/SparkShimImpl.class) does not contain class spark320.com.nvidia.spark.rapids.shims.SparkShimImpl
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$ javap -cp dist/target/rapids-4-spark_2.12-25.02.1-cuda11.jar spark320.com.nvidia.spark.rapids.shims.SparkShimImpl | head -2
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Warning: File dist/target/rapids-4-spark_2.12-25.02.1-cuda11.jar(/spark320/com/nvidia/spark/rapids/shims/SparkShimImpl.class) does not contain class spark320.com.nvidia.spark.rapids.shims.SparkShimImpl
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Compiled from "SparkShims.scala"
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public final class com.nvidia.spark.rapids.shims.SparkShimImpl {
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```
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$ javap -cp dist/target/rapids-4-spark_2.12-25.02.1-cuda11.jar com.nvidia.spark.rapids.shims.SparkShimImpl | head -2
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```

README.md

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<version>25.02.0</version>
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<version>25.02.1</version>
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<scope>provided</scope>
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</dependency>
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```

aggregator/pom.xml

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<artifactId>rapids-4-spark-jdk-profiles_2.12</artifactId>
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<version>25.02.0</version>
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<version>25.02.1</version>
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<relativePath>../jdk-profiles/pom.xml</relativePath>
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</parent>
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<artifactId>rapids-4-spark-aggregator_2.12</artifactId>
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<name>RAPIDS Accelerator for Apache Spark Aggregator</name>
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<description>Creates an aggregated shaded package of the RAPIDS plugin for Apache Spark</description>
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<version>25.02.0</version>
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api_validation/pom.xml

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<artifactId>rapids-4-spark-shim-deps-parent_2.12</artifactId>
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<version>25.02.0</version>
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<version>25.02.1</version>
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<relativePath>../shim-deps/pom.xml</relativePath>
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<artifactId>rapids-4-spark-api-validation_2.12</artifactId>
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datagen/README.md

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After this the jar should be at
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for example a Spark 3.3.0 jar for the 25.02.1 release would be
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`target/datagen_2.12-25.02.1-spark330.jar`
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spark-shell --jars target/datagen_2.12-25.02.1-spark330.jar
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datagen/ScaleTest.md

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datagen/pom.xml

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<name>Data Generator</name>
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<description>Tools for generating large amounts of data</description>
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<target.classifier/>

datagen/src/main/spark320/scala/org/apache/spark/sql/tests/datagen/DataGenExprShims.scala

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{"spark": "352"}
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{"spark": "355"}
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spark-rapids-shim-json-lines ***/
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delta-lake/delta-20x/pom.xml

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<description>Delta Lake 2.0.x support for the RAPIDS Accelerator for Apache Spark</description>
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delta-lake/delta-21x/pom.xml

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<description>Delta Lake 2.1.x support for the RAPIDS Accelerator for Apache Spark</description>
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delta-lake/delta-22x/pom.xml

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<name>RAPIDS Accelerator for Apache Spark Delta Lake 2.2.x Support</name>
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<description>Delta Lake 2.2.x support for the RAPIDS Accelerator for Apache Spark</description>
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delta-lake/delta-23x/pom.xml

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<name>RAPIDS Accelerator for Apache Spark Delta Lake 2.3.x Support</name>
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delta-lake/delta-24x/pom.xml

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<artifactId>rapids-4-spark-delta-24x_2.12</artifactId>
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<name>RAPIDS Accelerator for Apache Spark Delta Lake 2.4.x Support</name>
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<properties>
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delta-lake/delta-spark330db/pom.xml

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<name>RAPIDS Accelerator for Apache Spark Databricks 11.3 Delta Lake Support</name>
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<description>Databricks 11.3 Delta Lake support for the RAPIDS Accelerator for Apache Spark</description>
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delta-lake/delta-spark332db/pom.xml

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<artifactId>rapids-4-spark-delta-spark332db_2.12</artifactId>
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<name>RAPIDS Accelerator for Apache Spark Databricks 12.2 Delta Lake Support</name>
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<description>Databricks 12.2 Delta Lake support for the RAPIDS Accelerator for Apache Spark</description>
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<version>25.02.0</version>
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<version>25.02.1</version>
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<properties>
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delta-lake/delta-spark341db/pom.xml

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<artifactId>rapids-4-spark-delta-spark341db_2.12</artifactId>
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<name>RAPIDS Accelerator for Apache Spark Databricks 13.3 Delta Lake Support</name>
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<description>Databricks 13.3 Delta Lake support for the RAPIDS Accelerator for Apache Spark</description>
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<version>25.02.0</version>
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<version>25.02.1</version>
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<properties>
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<rapids.compressed.artifact>false</rapids.compressed.artifact>

delta-lake/delta-spark350db143/pom.xml

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<parent>
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<groupId>com.nvidia</groupId>
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<artifactId>rapids-4-spark-shim-deps-parent_2.12</artifactId>
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<version>25.02.0</version>
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<version>25.02.1</version>
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<relativePath>../../shim-deps/pom.xml</relativePath>
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</parent>
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<artifactId>rapids-4-spark-delta-spark350db143_2.12</artifactId>
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<name>RAPIDS Accelerator for Apache Spark Databricks 13.3 Delta Lake Support</name>
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<description>Databricks 13.3 Delta Lake support for the RAPIDS Accelerator for Apache Spark</description>
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<version>25.02.0</version>
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<version>25.02.1</version>
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<properties>
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<rapids.compressed.artifact>false</rapids.compressed.artifact>

delta-lake/delta-stub/pom.xml

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<parent>
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<groupId>com.nvidia</groupId>
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<artifactId>rapids-4-spark-jdk-profiles_2.12</artifactId>
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<version>25.02.0</version>
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<version>25.02.1</version>
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<relativePath>../../jdk-profiles/pom.xml</relativePath>
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</parent>
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<artifactId>rapids-4-spark-delta-stub_2.12</artifactId>
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<name>RAPIDS Accelerator for Apache Spark Delta Lake Stub</name>
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<description>Delta Lake stub for the RAPIDS Accelerator for Apache Spark</description>
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<version>25.02.0</version>
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<version>25.02.1</version>
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<properties>
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<rapids.module>../delta-lake/delta-stub</rapids.module>

dist/pom.xml

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<parent>
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<groupId>com.nvidia</groupId>
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<artifactId>rapids-4-spark-jdk-profiles_2.12</artifactId>
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<version>25.02.0</version>
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<version>25.02.1</version>
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<relativePath>../jdk-profiles/pom.xml</relativePath>
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</parent>
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<artifactId>rapids-4-spark_2.12</artifactId>
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<name>RAPIDS Accelerator for Apache Spark Distribution</name>
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<description>Creates the distribution package of the RAPIDS plugin for Apache Spark</description>
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<version>25.02.0</version>
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<version>25.02.1</version>
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<dependencies>
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<dependency>
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<groupId>com.nvidia</groupId>

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