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 themax_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
andgpu_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 settingssl_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