allegroai/clearml 0.17.3

PyPI v0.17.3 - ClearML

on GitHub

Features

• Add Task.delete() support
• Add Task.debug_simulate_remote_task() to simulate task execution by ClearML Agent
• Add warning on archived Task in pipeline #274
• Add Task.init(..., output_uri=True) will use the default files_server as output uri
• Make clearml-data CLI stateful, remember last dataset ID as default dataset
• Added HyperParameterOptimizer.get_optimizer_top_experiments() for querying post execution optimization pipeline
• Add Task.set_archived() and Task.get_archived()
• Add Task.set_credentials() option to store into credentials file
• Add clearml-data close now auto uploads
• Add HyperParameterOptimizer arguments spawn_task_project and save_top_k_tasks_only

Bug Fixes

• Fix PipelineController running remotely without configuration does not execute the default code pipeline #273
• Fix reusing task after its project was deleted #274
• Fix Task.archived_tag read-only property does not work #274
• Fix argparse support to store consistent str representation of custom objects. Avoid changing default value if remote value matches
• Fix argsparse type as function
• Fix Dataset add single and multiple file(s)
• Fix get project name from parent dataset if not specified
• Fix mpl exporter. Added support for legend
• Fix model upload
• Fix optimizer callback best experiment
• Fix Optuna optimizer failing on tasks with None value in scalar query
• Fix auto python package detection installed directly from URLs
• Fix dataset upload aborted on server watchdog
• Fix dataset genealogy, graph and restoring data
• Fix numpy dependency for python versions