New Features and Improvements
- Add support for single value metric reporting (#400)
- Add support for specifying parameter sections in
PipelineDecorator
(#629) - Add support for parallel uploads and downloads (upload \ download and zip \ unzip of artifacts) (ClearML Slack)
- Add support for specifying execution details (repository, branch, commit, packages, image) in
PipelineDecorator
- Bump PyJWT version due to "Key confusion through non-blocklisted public key formats" vulnerability
- Add support for AWS Session Token (using boto3's
aws_session_token
argument)
Bug Fixes
- Fix
Task.get_projects()
retrieves only the first 500 results (#612) - Fix failure to delete artifacts stored in Azure (#660)
- Fix Process Pool hangs at exit (#674)
- Fix number of unpacked values when syncing a dataset (#682)
- Fix FastAI DeprecationWarning (#683)
- Fix
StorageManager.download_folder()
crash - Fix pipelines can't handle
None
return value - Fix pre-existing pipeline raises an exception
- Fix deprecation warning in the
image_reporting
example - Fix patches are kept binded after
Task.close()
is called - Fix running pipeline code remotely without first running it locally (i.e. no configuration on the Task)
- Fix local task execution with empty working directory
- Fix permission check fails when using local storage folder that does not exist
- Fix pipeline
add_function_step
breaks in remote execution - Fix wrong mimetype used for any file or folder uploaded to S3 using
StorageManager
- Add missing default
default_cache_manager_size
in configuration files