allegroai/clearml 0.16.3

PyPI v0.16.3

on GitHub

Features

• Add LightGBM support
• Add initial Hydra support #219
• Add synchronous support for Task.upload_artifact() #231
• Add sdk.development.store_code_diff_from_remote (default false) to store diff from remote HEAD instead of local HEAD #222
• Add sdk.development.detect_with_conda_freeze (default true) for full conda freeze (requires trains-agent >= 16.2)
• Add user properties support using Task.get_user_properties, Task.set_user_properties() and Task.delete_user_properties()
• Add Logger.report_table() support for table as list of lists
• Add support to split DAG and Table in pipeline DAG plot. Pipeline DAG single nodes are now round circles below the DAG graph.
• Add Pipeline/Optimization can be attached to any Task (not just the current task)
• Add force_download flag to StorageManager.get_local_copy()
• Add control over the artifact preview using Task.upload_artifact() preview argument
• Add Logger.report_matplotlib_figure() with examples
• Add Task.set_task_type()
• AWS auto-scaler
  • Add key pair and security groups support
  • Add multi-line support for both extra bash script and extra trains.conf data
• Update examples

Bug Fixes

• Fix Task.update_output_model() wrong argument order #220
• Fix initializing task on argparse parse in remote mode. Do not call Task.init() to avoid auto connect, use Task.get_task() instead
• Fix detected task cwd outside of repository root folder
• Fix Task.connect(dict) to place non-existing entries on the section name instead of General
• Fix Task.clone() support for trains-server < 0.16
• Fix StorageManager cache extract zipped artifacts. Use modified time instead of access time for cached files
• Fix diff command output was stripped
• Make sure local packages with multi-files are marked as package
• Fix Task.set_base_docker() should be skipped when running remotely
• Fix ArgParser binding handling of string argument with boolean default value (affects Pytorch Lightning integration)
• When using detect_with_pip_freeze make sure that package @ file:// lines are replaced with package==x.y.z as local file will probably not be available
• Fix git packages to new pip standard package @ git+
• Improve conda package naming _ and - support
• Do not add specific setuptools version to requirements (pip can't install it anyway)
• Fix image URL quoting when uploading from a file path