allegroai/clearml 1.0.0

PyPI v1.0.0 - ClearML

on GitHub

Breaking Changes

• Arguments order changed in Logger.report_line_plot(), Logger.report_plotly() and Logger.report_matplotlib_figure() - please use keywords instead of positional arguments

Features

• Add OS environemt variable CLEARML_DEFAULT_OUTPUT_URI to override default output_uri for automatic models upload #328
• Add Task.force_requirements_env_freeze() forcing pip freeze instead of package analysis #304
• Improve pipeline support
  • Add Task parameters override in ClearmlJob #214
  • Add PipelineController node skip visualization and pre/post-execution callback
• Allow enabling/disabling tensorboard auto-connect using Task.init(auto_connect_frameworks={'tensorboard': True/False}) (default: True)
• Allow to continue running from previous execution iteration
• Support stopping instead of resetting in Task.execute_remotely() when server supports enqueueing stopped tasks
• Add Model query interface using Model.query_models()
• Support storing dict with "." in the keys using Task.connect_configuration
• Add force argument to Task.mark_failed() to allow setting Task status to failed regardless of Task state
• Add docker_args and docker_bash_setup_script arguments to Task.create()
• Change Logger plot iteration argument default to 0 (or None)
• Add task filtering in Task.get_task() using the allow_archived and task_filter arguments
• Add Task.get_configuration_objects() for reteriving configuration object as a blob of text in automation use-cases (instead of using Task.connect_configuration())
• Improved pipeline support
  • Add pipeline step caching
  • Add Pipeline controller caching
  • Improve pipeline plot reporting
  • Add PipelineController into main namespace (use from clearml import PipelineController)
• Add jupyter notebook preview update time stamp
• Change default metric report flushing to every 5 seconds
• Improve Task.artifacts for safer Task multi node use cases
• Support ClearML server API v2.13
• Add Python 3.9 to the support table
• Improve documentation and examples
  • Improve documentation for clearml-data, clearml-task
  • Add multiple_tasks_single_process example script for multiple Tasks created in same code
  • Add using_artifacts_example and execute_remotely_example example scripts
  • Update requirements.txt for KerasTuner example

Bug Fixes

• Fix \r and \n in debug samples title/series #323
• Fix Google API credentials without storage section raises exception on import #331
• Fix Matplotlib automagic export legend not showing series names #337
• Fix Task.set_comment/name() passing None should be equivalent to ''
• Fix Task.set_credentials() uses incorrect config file when both trains.conf and clearml.conf are found
• Fix Task.set_credetnials() should override settings from config file
• Fix Keras h5 model storage
• Fix Task.execute_remotely() with sub process
• Fix Task requirements should conform to strings
• Fix reporting after task closing
• Fix remove deprecation warning with matplotlib 3.1
• Fix dataset create single root plot
• Fix Model.task should return task ID
• Fix code hangs when leaving process
• Fix flushing on CR timeout (default 10sec)
• Wait for subprocess when terminating
• Improve flush behaviour on KeyboardInterrupt exception
• Wait for subprocesses to flush when terminating
• Fix Task.set_credentials() with store_conf_file=True