v23.08.2

Packages

• Maven Release: https://repo1.maven.org/maven2/com/nvidia/rapids-4-spark-tools_2.12/23.08.2/
• PyPI Package: https://pypi.org/project/spark-rapids-user-tools/23.08.2/

Changes

User Tools

• Add unit tests for Dataproc GKE with mock GKE cluster (#618)
• Add support in user tools for running qualification on Dataproc GKE (#612)
• [BUG] Update user tools to use latest Databricks CLI version 0.200+ (#614)
• Add argprocessor unit test for checking error messages for onprem with no eventlogs (#605)
• Updating docs for custom speedup factors for scale factor (#604)
• [FEA] Add qualification user tool options to support external pricing (#595)
• [DOC] Add documentation for qualification user tool pricing discount options (#596)
• [FEA] Add user qualification tool options for specifying pricing discounts for CPU or GPU cluster, or both (#583)
• Add diagnostic capabilities for Databricks (AWS/Azure) environments (#533)
• Add verbose option to the CLI (#550)
• [FEA] Remove URLs from pydantic error messages (#560)
• Rename and change pyrapids to spark_rapids_tools (#570)
• Fix sdk_monitor exception thrown by abfs protocol (#569)

Core

• Generating speedup factors for Dataproc GKE L4 GPU instances (#617)
• Qualification tool: Add penalty for row conversions (#471)
• Add support in core tools for running qualification on Dataproc GKE (#613)
• Sync up remaining updated execs and exprs from rapids-plugin (#602)
• Adding speedup factors for Dataproc Serverless and docs fix (#603)
• Add xxhash64 function as supported in qualification tools (#597)
• Fix ProjectExecParser to include digits in expression names (#592)
• [FEA] Add json_tuple function as supported in qualification tool (#589)
• [FEA] Add flatten function as supported in qualification tool (#587)
• [FEA] Sync up conv function with rapids-plugin resources (#573)

Miscellaneous

• Bump urllib3 from 1.26.17 to 1.26.18 in /data_validation (#622)
• Bump urllib3 from 1.26.14 to 1.26.17 in /data_validation (#606)
• Ignore pylint errors to fix python tests (#611)