v24.12.1

Packages

• Maven Release: https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark-tools_2.12/24.12.1/
• PyPI Package: https://pypi.org/project/spark-rapids-user-tools/24.12.1/

Changes

User Tools

• Add compute_precision_recall utility function (#1500)
• Fix additional FutureWarning issues (#1499)
• Qualx model updates from weekly KPI run 2025-01-10 (#1495)
• Fix future warnings for pandas>=2.2 (#1494)
• Pin scikit-learn dependency for shap (#1491)
• Make spill heuristic 1 TB by default (#1488)
• Support Python 3.9-3.12 (#1486)
• Update models for latest code/datasets (#1485)

Core

• Improve scalastyle rules to detect spaces (#1493)
• Improve shuffle manager recommendation in AutoTuner with version validation (#1483)
• Support group-limit optimization for ROW_NUMBER in Qualification (#1487)
• Bump minimum Spark version to 3.2.0 and improve AutoTuner unit tests for multiple Spark versions (#1482)
• Fix inconsistent shuffle write time sum results in Profiler output (#1450)
• Refine Qualification AutoTuner recommendations for shuffle partitions for CPU event logs (#1479)
• Split AutoTuner for Profiling and Qualification and Override BATCH_SIZE_BYTES (#1471)