clearml-docs/docs/release_notes/sdk/open_source/ver_2_0.md

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Version 2.0

ClearML 2.0.0

New Features

• Clean up exception handling in cleanup_service.py (ClearML GitHub issue #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 (ClearML GitHub issue #1313)
• Fix argument order mismatch in PipelineController (ClearML GitHub PR #1406)
• Fix _logger property might be None in Session (ClearML GitHub PR #1412)
• Fix unhandled None value in project IDs when listing all datasets (ClearML GitHub PR #1413)
• Fix typo in config exception string (ClearML GitHub PR #1418)
• Fix experiments are created twice during HPO (ClearML GitHub issue #644)
• Fix clearml-task-run HPO breaks up (ClearML GitHub issue #1151)
• Fix oversized event reports cause subsequent events to be lost (ClearML GitHub issue #1316)
• Fix downloading datasets with multiple parents might not work (ClearML GitHub issue #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