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@peterzhuamazon peterzhuamazon released this 17 Mar 18:14
· 44 commits to 1.3 since this release
1.3.0.0
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Learn about vigilant mode.

Compatible with OpenSearch 1.3.0

Features

  • add anomaly localization implementation (#103)
  • refactor ML task data model; add create ML task index method (#116)
  • integration step 1 and 2 for anomaly localization (#113)
  • anomaly localization integration step 3 (#114)
  • support train ML model in either sync or async way (#124)
  • anomaly localization integration step 4 and 5 (#125)
  • add train and predict API (#126)
  • add ML Model get API (#117)
  • integrate tribuo anomaly detection based on libSVM (#96)
  • add ML Delete model API (#136)
  • add fixed in time rcf (#138)
  • Add ML Model Search API (#140)
  • add circuit breaker (#142)
  • add batch RCF for non-time-series data (#145)
  • Add ML Task GET/Delete API (#146)
  • Add Search Task API and Refactor search actions and handlers (#149)
  • add minimum top contributor candidate queue size (#151)
  • add more stats: request/failure/model count on algo/action level (#159)
  • add tasks API in Client (#200)

Enhancements

  • support float type in data frame (#129)
  • support short and long type in data frame (#131)
  • use threadpool in execute task runner (#156)
  • do not return model and task id in response (#171)
  • more strict check on input parameters by applying non-coerce mode (#173)
  • move anomaly localization to the last position to avoid BWC issue (#189)

Bug Fixes

  • use latest version of tribuo to fix modify thread group permission issue (#112)
  • fix jarhell error from SQL build (#137)
  • fix EpochMilli parse error in MLTask (#147)
  • fix permission when accessing ML system indices (#148)
  • fix system index permission issue in train/predict runner (#150)
  • cleanup task cache once task done (#152)
  • fix update task semaphore; don't return task id for sync request (#153)
  • restore context after accessing system index to check user permission on non-system index (#154)
  • fix verbose error message thrown by invalid enum (#167)
  • fix no permission to create model/task index bug;add security IT for train/predict API (#177)

Infrastructure

  • add git ignore file (#92)
  • change common utils to 1.2 snapshot;add more test (#94)
  • Remove jcenter dependency (#121)
  • add integration test for train and predict API (#157)
  • fix build/CI and add backport workflow (#161)
  • publish ml client to maven (#165)
  • Add integ tests for model APIs (#166)
  • add security IT (#168)
  • fix maven group (#170)
  • add more UT for ml-algorithms (#182)
  • add java 8 to CI workflow (#194)
  • add more UT and IT for rest actions (#192)
  • add more UT to client module (#203)
  • add more UT for task manager/runner (#206)
  • create config and workflow files for release note (#209)
  • use 1.3.0 docker to run CI (#212)

Documentation

  • Add support for codeowners to repo (#91)
  • add how to develop new function doc to readme (#95)
  • update license header (#134)

Maintenance

  • Bump version to 1.2 (#90)
  • bump to 1.2.3 (#110)
  • bump to 1.3.0 (#115)

Refactoring

  • Merge develop branch into main branch (#87)
  • refactor API input/output/URL; add execute API for non-model based algorithm (#93)
  • cleanup code and refactor (#106)
  • support registering ML objects; refactor ML engine interface (#108)
  • refactor persisting ML model (#109)
  • refactor transport APIs;fix class cast exception (#127)
  • add ML custom exceptions (#133)
  • rename tribuo AD algorithm name (#144)
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