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Version 1.7

ClearML SDK 1.7.1#

New Features and Improvements

  • Add callback option for pipeline step retry

Bug Fixes

  • Fix Python Fire binding
  • Fix Dataset failing to load helper packages should not crash
  • Fix Dataset.get_local_copy() is allowed for a non-finalized dataset
  • Fix Task.upload_artifact() does not upload empty lists/tuples
  • Fix pipeline retry mechanism interface
  • Fix Python <3.5 compatibility
  • Fix local cache warning (should be a debug message)

ClearML SDK 1.7.0#

New Features and Improvements

  • ClearML Data: Support providing list of links
  • Upload artifacts with a custom serializer ClearML GitHub issue #689
  • Allow user to specify extension when using custom serializer functions (for artifacts)
  • Skip server URL verification in clearml-init wizard process
  • When calling Dataset.get() without "alias" field, tell user that he can use alias to log it in the UI
  • Add support for mmcv for logging models
  • Add support for Azure and GCP storage in task.setup_upload()
  • Support pipeline retrying tasks which are failing on suspected non-stable failures
  • Better storage (AWS, GCP) internal load balancing and configurations
  • Add Task.register_abort_callback

Bug Fixes

  • Allow getting datasets with non-semantic versioning ClearML GitHub issue #776
  • Fix interactive plots (instead of a generated png)
  • Fix Python 2.7 support
  • Fix clearml datasets list functionality
  • Fix Dataset.init to not modify task (to Dataset.create)
  • Fix failure with large files upload on HTTPS
  • Fix 3d plots with plt shows 2d plot on task results page
  • Fix uploading files with project's default_upload_destination ClearML GitHub issue #734
  • Fix broken Matplotlib reporting - using logarithmic scale breaks reporting
  • Fix wildcard support in clearml-data CLI
  • Fix report_histogram - does not show "horizontal" orientation ClearML GitHub issue 699
  • Fix table reporting - when using logger.report_table(title, series, iteration, etc), the series arg does not appear in UI ClearML GitHub issue 684
  • Fix artifacts (and models) use task's original name and not new name
  • Fix very long filenames from s3 can't be downloaded (with get_local_copy())
  • Fix overwrite of existing output models on pipeline task with monitor_models ClearML GitHub issue #757