PyPI v1.16.3 - ClearML

New Features

• Add --tags option to clearml-task (#1284)
• Add retries parameter to StorageManager.upload_folder() (#1305)
• Add clearml-task and CreateAndPopulate support for bash scripts, ipynb and python modules (requires clearml-agent v1.9+)
• Add support for HTTP file upload progress reporting
• Add CLEARML_MULTI_NODE_SINGLE_TASK (values -1, 0, 1, 2) for easier multi-node single Task workloads
• Add Model.original_task property to models
• Change Model.task property to return connected task
• Update docstring on allowing users to pass packages=False to revert to requirements.txt inside their git repository

Bug Fixes

• Fix Kerastuner framework and examples (#1279)
• Fix scalar logging bug with Fire (#1301, thanks @tvelovraf!)
• Fix support passing folder to Task.get_script_info() to get the git info
• Fix Task.launch_multi_node() to enforce the parent of sub-tasks to be the master node 0 task
• Fix tensorboard numpy 2.0 incompatibility breaks binding
• Fix Task.launch_multi_node() not supported when used via Pytorch Lightning
• Fix Jupyter notebook packages and uncommitted changes are sometimes not fetched
• Fix "can't create new thread at interpreter shutdown" errors (known issue with Python v3.12.0 and other versions)
• Fix injected task import in Task.populate()
• Fix dataset with external links will not reuse downloaded data from parents
• Fix hierarchy for pipeline nodes without args
• Fix when abort callback is set, set task status to stopped only if running locally, otherwise leave it for the Agent to set it
• Fix jsonschema / referencing import to include TypeError protection
• Fix Dataset offline behavior