ClearML Files

New Features

• Clean up exception handeling in cleanup_service.py (#1387, thanks @PixelWelt!)
• 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 (#1326, thanks @d-vignesh!)
• Fix argument order mismatch in PipelineController (#1407, thanks @rashboldb!)
• Fix _logger property might be None in Session (#1412, thanks @AH-Merii!)
• Fix unhandled None value in project IDs when listing all datasets (#1413, thanks @AH-Merii!)
• Fix typo in config exception string (#1418, thanks @AH-Merii!)
• 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 ran 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