Releases · NVIDIA/spark-rapids-tools · GitHub

17 Apr 20:02

v26.02.6 Latest

Latest

Packages

Maven Release: https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark-tools_2.12/26.02.6/
PyPI Package: https://pypi.org/project/spark-rapids-user-tools/26.02.6/

Changes

Autotuner

Fix AutoTuner to redistribute freed memory into overhead when executor heap is reduced (#2076)

Assets 3

15 Apr 01:24

v26.02.5

Packages

Maven Release: https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark-tools_2.12/26.02.5/
PyPI Package: https://pypi.org/project/spark-rapids-user-tools/26.02.5/

Changes

User Tools

Improve user-tools path normalization and Hadoop boundary handling (#2073)

Core

Add a UDF-specific JSON report with metadata (#2070)
Mark Pandas execs as unsupported (#2069)

Assets 3

07 Apr 16:38

v26.02.4

Packages

Maven Release: https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark-tools_2.12/26.02.4/
PyPI Package: https://pypi.org/project/spark-rapids-user-tools/26.02.4/

Changes

Core

Fix AutoTuner to skip cluster sizing configs for on-prem in Profiling (#2055)
Parse modifiedConfigs from SQLExecutionStart for accurate AutoTuner input (#2059)

Assets 3

31 Mar 08:27

v26.02.3

Packages

Maven Release: https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark-tools_2.12/26.02.3/
PyPI Package: https://pypi.org/project/spark-rapids-user-tools/26.02.3/

Changes

Build and CI/CD

Bump pygments from 2.19.2 to 2.20.0 in /user_tools (#2062)
Bump requests from 2.32.4 to 2.33.0 in /user_tools (#2061)

Assets 3

24 Mar 08:31

v26.02.2

Packages

Maven Release: https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark-tools_2.12/26.02.2/
PyPI Package: https://pypi.org/project/spark-rapids-user-tools/26.02.2/

Changes

Autotuner

Change columnarExchange adjustment of shuffle partitions to max (#2056)

Assets 3

17 Mar 18:20

v26.02.1

Packages

Maven Release: https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark-tools_2.12/26.02.1/
PyPI Package: https://pypi.org/project/spark-rapids-user-tools/26.02.1/

Changes

Core

Fix AutoTuner to enforce dynamic allocation constraint (#2052)

Assets 3

05 Mar 01:24

v26.02.0

Packages

Maven Release: https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark-tools_2.12/26.02.0/
PyPI Package: https://pypi.org/project/spark-rapids-user-tools/26.02.0/

Changes

Autotuner

Exclude extraJavaOptions recommendations in Databricks, remove spark version rule for THP (#2042)

User Tools

Fix S3 credential resolution by delegating to AWS SDK DefaultAWSCrede… (#2045)

Core

Add Expression Support for Iceberg MERGE INTO Operations (#2031)
Add EMR_STEP_ID to retained system properties (#2049)
Add platformEnabledTuningEntries and disable extraJavaOptions by default (#2048)
Fix case-sensitive GPU device type check (#2041)
Add EMR Transparent Huge Page (THP) disable settings (#2035)

Assets 3

17 Feb 09:32

v25.12.7

Packages

Maven Release: https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark-tools_2.12/25.12.7/
PyPI Package: https://pypi.org/project/spark-rapids-user-tools/25.12.7/

Changes

Core

Fix physicalPlanDescription node lookup to match by name instead of ID (#2037)

Assets 3

10 Feb 10:01

v25.12.6

Packages

Maven Release: https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark-tools_2.12/25.12.6/
PyPI Package: https://pypi.org/project/spark-rapids-user-tools/25.12.6/

Changes

Autotuner

Fix AutoTuner to respect user-enforced executor cores in cluster sizing (#2036)

Assets 3

03 Feb 10:41

v25.12.5

Packages

Maven Release: https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark-tools_2.12/25.12.5/
PyPI Package: https://pypi.org/project/spark-rapids-user-tools/25.12.5/

Changes

Build and CI/CD

Bump urllib3 from 2.6.0 to 2.6.3 in /user_tools (#2023)

Assets 3