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v24.06.0
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@github-actions github-actions released this 12 Jun 20:07
v24.06.0
e8c476b

Packages

Changes

User Tools

  • Add support to Python 3.12 (#1111)
  • user-tools: Update log messages (#1110)
  • Enable xgboost prediction model by default (#1108)
  • Add support to Python3.11 (#1105)
  • Fix nan label issue in training (#1104)
  • Fix qualx app metrics (#1102)
  • clip appDuration to at least Duration (#1096)
  • Fix missing assignment to savings_recommendations (#1098)
  • Handle QualX behaviour when Qual Tool does not generate any outputs (#1095)
  • Fix internal predict CLI and remove preprocessed argument (#1093)
  • Update QualX to return default speedups and fix App Duration for incomplete apps (#1089)
  • fix signature error from overlapping merges (#1084)
  • sync w/ internal repo; update models (#1083)
  • Reduce the maximum number of Java threads in CLI (#1082)
  • Remove using Profiler metrics for QualX and Heuristics (#1080)
  • Port QualX repo and add CLI for train (#1076)
  • User tools fallback to default zone/region (#1054)
  • Handle missing pricing info for user qual tool on Databricks platforms (#1053)
  • Split job and stage level aggregated metrics into different files (#1050)
  • Skip Cluster Inference when CSP CLIs are missing or not configured (#1035)
  • Store Cluster Shape Recommendation in User Tools Qualification Output (#1005)
  • Fix calculation of unsupported operators stage duration percentage (#1006)
  • Update Databricks Azure qual tool to set env variable for ABFS paths (#1016)
  • Add heuristics using stage spill metrics to skip apps (#1002)
  • Fix failure in github workflow's pylint (#1015)
  • Updating qual validation script to directly use top candidate view recommendation (#1001)

Core

  • Fix typo in Profiler class using qual instead of prof (#1113)
  • Fix missing appEndTime in raw_metrics folder (#1092)
  • Sync tools with plugin newly supported operators (#1066)
  • Fix java Qual tool Autotuner output when GPU device is missing (#1085)
  • Update the Qual tool AutoTuner Heuristics against CPU event logs (#1069)
  • Handling FileNotFound exception in AutoTuner (#1065)
  • Handle metric names from legacy spark (#1052)
  • Split job and stage level aggregated metrics into different files (#1050)
  • Refactor ProfileResult classes to implement new interface design and add CSV output to Qual Tool (#1043)
  • Hook up the auto tuner in the qualification tool (#1039)
  • Profiler should identify the delta log ops and generate views for non-delta logs (#1031)
  • Qualification tool - Handle cancelled jobs and stages better and don't skip the app (#1033)
  • [FEA] Generate Status Report for Profiling Tool (#1012)
  • Fix calculation of unsupported operators stage duration percentage (#1006)
  • Fix potential problems and AQE updates in Qual tool (#1021)
  • Sync supported operators with plugin changes and update default score (#1020)
  • Refactor TaskEnd to be accessible by Q/P tools (#1000)

Miscellaneous

  • Bump requests from 2.31.0 to 2.32.2 in /data_validation (#1077)
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