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Version 2.0

ClearML 2.0.2​

New Features and Bug Fixes

  • Add py.typed to support PEP 561 type checking (#1411)
  • Handle unsafe links inside safe_extract()
  • Update task models list when reloading a model
  • Add static routes support

ClearML 2.0.1​

New Features and Improvements

  • Add support for grouping pipeline steps by stage
  • Add warning when calling Task.force_requirements_env_freeze() / Task.force_store_standalone_script() after Task.init() (#1425)

Bug Fixes

  • Fix access to default output destination when project can't be loaded. Add warning message but do not fail
  • Fix inaccessible or unavailable project causes task startup to fail. Add warning

ClearML 2.0.0​

New Features

  • Clean up exception handling in cleanup_service.py (#1386)
  • Add support for clearml-task command line options --force-no-requirements, --skip-repo-detection, and --skip-python-env-install
  • Allow calling the same pipeline step multiple times with inputs that originate from tasks/controller
  • Add Task.upload_artifact() argument sort_keys to allow disabling sorting yaml/json keys when uploading artifacts
  • Add Python annotations to all methods
  • Update pyjwt constraint version

Bug Fixes

  • Fix local file uploads without scheme (#1313)
  • Fix argument order mismatch in PipelineController (#1406)
  • Fix _logger property might be None in Session (#1412)
  • Fix unhandled None value in project IDs when listing all datasets (#1413)
  • Fix typo in config exception string (#1418)
  • Fix experiments are created twice during HPO (#644)
  • Fix clearml-task-run HPO breaks up (#1151)
  • Fix oversized event reports cause subsequent events to be lost (#1316)
  • Fix downloading datasets with multiple parents might not work (#1398)
  • Fix GPU reporting fails to detect GPU when the NVIDIA_VISIBLE_DEVICES env var contains a directory reference
  • Fix verify configuration option for S3 storage (boto3) is not used when testing buckets
  • Fix PipelineDecorator.component() ignores *args and crashes with **kwargs
  • Fix Pipelines run via clearml-task do not appear in the UI
  • Fix task log URL print for API v2.31 should show "/tasks/{}/output/log"
  • Fix tqdm upload/download reporting, remove warning
  • Fix pipeline from CLI with no args fails
  • Fix pillow constraint for Python<=3.7
  • Fix requests constraint for Python<3.8