PyPI v1.15.0 - ClearML

New Features

• Add draft option to pipeline steps (#1226, thanks @CharlesFrankum!)
• Add support for custom working directory for pipelines (#1194)
• Add Task.get_requirements() method returning the task’s requirements
• Allow controlling the number of threads used by StorageManager.download_folder() using the max_workers argument
• Update examples dependencies
• Improve auto populate in Task.init()
• Documentation:
  • Add docstrings for model properties
  • Improve docstring for force_requirements_env_freeze
  • Add Task.set_packages() docstring notes

Bug Fixes

• Fix UTF-8 script code encoding issue (#1208, thanks @ae-ae!)
• Fix Colab docs (#1220, thanks @tkukurin!)
• Fix metrics reporting with OutputModel while in offline mode results in an error (#1172)
• Fix task running in Google Colab doesn't properly get the notebook diff (#1204)
• Fix hydra binds break in offline mode (#1215)
• Fix HPO crashes when optimizing for single value scalars (#1221)
• Fix GPU info such as gpu_memory and gpu_type is not being collected in some cases
• Fix clearml-data CLI tool will move non-dataset tasks to a .dataset project if the respective task is not a dataset
• Fix pandas DataFrame artifacts with hierarchical indices get mangled by the CSV round-trip
• Fix urllib3 sends deprecation warning when setting ssl_version
• Fix Task.connect(dict) return value is not dict-compatible
• Fix jsonargparse sub-command config parsing
• Fix Lightning integration crashes when a config entry contains . in its name
• Fix Python 3.5 compatibility