Skip to content

PyPI v1.1.0 - ClearML
Compare
Choose a tag to compare
@jkhenning jkhenning released this 19 Sep 16:48
· 1023 commits to master since this release
1.1.0
79dade6

Breaking Changes

  • New PipelineController v2 (note: new constructor is not backwards compatible)
  • Disable default demo server (available by setting the CLEARML_NO_DEFAULT_SERVER=0 environment variable)
  • Deprecate Task.completed() (use Task.mark_completed() instead)

Features

  • Add Task Trigger Scheduler
  • Add Task Cron Scheduler
  • Add PipelineController from function
  • Add PipelineDecorator (PipelineDecorator.pipeline and PipelineDecorator.component decorators for full custom pipeline logic)
  • Add xgboost auto metric logging #381
  • Add sdk.storage.log.report_upload_chunk_size_mb and sdk.storage.log.report_download_chunk_size_mb configuration options to control upload/download log reporting #424
  • Add new optional auto_connect_frameworks argument value to Task.init() (e.g. auto_connect_frameworks={'tfdefines':False}) to allow disabling TF defines #408
  • Add support for CLEARNL_CONFIG_VERBOSE environment variable to allow external control over verbosity of the configuration loading process
  • Add support for uploading artifacts with a list of files using Task.upload_artifcats(name, [Path(), Path()])
  • Add missing clearml-task parameters --docker_args, --docker_bash_setup_script and --output-uri
  • Change CreateAndPopulate will auto list packages imported but not installed locally
  • Add clearml.task.populate.create_task_from_function() to create a Task from a function, wrapping function input arguments into hyper-parameter section as kwargs and storing function results as named artifacts
  • Add support for Task serialization (e.g. for pickle)
  • Add Task.get_configuration_object_as_dict()
  • Add docker_image argument to Task.set_base_docker() (deprecate docker_cmd)
  • Add auto_version_bump argument to PipelineController
  • Add sdk.development.detailed_import_report configuration option to provide a detailed report of all python package imports
  • Set current Task as Dataset parent when creating dataset
  • Add support for deferred configuration
  • Examples
    • Add Pipeline v2 examples
    • Add TaskScheduler and TriggerScheduler examples
    • Add pipeline controller callback example
    • Improve existing examples and docstrings

Bug Fixes

  • Fix poltly plots converting NaN to nan instead of null #373
  • Fix deprecation warning #376
  • Fix plotly multi-index without index names #399
  • Fix click support #437
  • Fix docstring #438
  • Fix passing task-type to clearml-task #422
  • Fix clearml-task --version throws an error #422
  • Fix clearml-task ssh repository links are not detected as remote repositories #423
  • Fix getattr throws an exception #426
  • Fix encoding while saving notebook preview #443
  • Fix poetry toml file without requirements.txt #444
  • Fix PY3.x fails calling SemLock._after_fork with forkserver context, forking while lock is acquired allegroai/clearml-agent#73
  • Fix wrong download path in StorageManager.download_folder()
  • Fix jupyter notebook display(...) convert to print(...)
  • Fix Tensorflow add_image() with description='text'
  • Fix Task.close() should remove current_task() reference
  • Fix TaskScheduler weekdays, change default execute_immediately to False
  • Fix Python2 compatibility
  • Fix clearml-task exit with error when failing to verify output_uri (output warning instead)
  • Fix unsafe Google Storage delete object
  • Fix multi-process spawning wait-for-uploads can create a deadlock in very rare cases
  • Fix task.set_parent() fails when passing Task object
  • Fix PipelineController skipping queued Tasks
  • Remove humanfriendly dependency (unused)
Assets 3