allegroai/clearml v1.2.0

PyPI v1.2.0 - ClearML

on GitHub

Features

• Add fastai v2 support (#571)
• Add catboost support (#542)
• Add Python Fire support (#550)
• Add new Azure Storage driver support (#548)
• Add requirements file support in Task.add_requirements (#575)
• Allow overriding auto_delete_file in Task.update_output_model() (#554)
• Support artifact_object empty string
• Add skip_zero_size_check to StorageManager.download_folder()
• Add support for extra HTTP retry codes (see here or use CLEARML_API_EXTRA_RETRY_CODES)
• Add Task.get_parameters() cast back to original type
• Add callback support to Task.delete()
• Add autoscaler CPU-only support
• Add AWS autoscaler IAM instance profile support
• Update examples
  • Edit HTML reporting examples (#546)
  • Add model reporting examples (#553)

Bug Fixes

• Fix nargs="?" without type does not properly cast the default value (#531)
• Fix using invalid configurations (#544)
• Fix extra_layout not passed to report_matrix (#559)
• Fix group arguments in click (#561)
• Fix no warning when failing to patch argparse (#576)
• Fix crash in Dataset.upload() when there is nothing to upload (#579)
• Fix requirements, refactor and reformat examples (#567, #573, #582)
• Auto-scaler
  • Change confusing log message
  • Fix AWS tags support
  • Fix instance startup script fails on any command (should only fail on the agent failing to launch)
  • Fix spin down stuck machine, ignore unknown stale workers
• Fix pandas object passed as Task.upload_artifact() preview object
• Fix incorrect timeout used for stale workers
• Fix clearml-task calls Task.init() in the wrong place when a single local file is used
• Fix ArgumentParser SUPPRESS as default should be resolved at remote execution in the same way (i.e. empty string equals SUPPRESS)
• Upgrade six version (in case pathlib2>2.3.7 is installed)
• Fix connected object base class members are not used
• Fix clearml-init changing web host after pasting full credentials
• Fix fileserver upload does not support path in URL
• Fix crash on semaphore acquire error
• Fix docs and docstrings (#558, #560)

Thanks @eugen-ajechiloae-clearml, @pollfly and @Rizwan-Hasan for contributing!