allegroai/clearml 0.16.4

PyPI v0.16.4

on GitHub

Features

• Add Hydra support #219
• Add cifar ignite example #237
• Add auto extraction of tar.gz files when using StorageManager #237
• Add Task.init() argument auto_connect_streams controlling stdout/stderr/logging capture #181
• Add carriage return flush support using the sdk.development.worker.console_cr_flush_period configuration setting #181
• Add Task.create_function_task() to allow creating a new task using a function and arguments to be executed remotely #230
• Allow disabling SSL certificates verification using Task.setup_upload() argument verify or AWS S3 bucket configuration verify property #256
• Add StorageManager.get_files_server()
• Add Task.get_project_id() using project name
• Add project_name argument to Task.set_project()
• Add Task.connect() support for class / instance objects
• Add Task get_configuration_object() and Task.set_configuration_object()` for easier automation
• Improve Auto-Scaler - allow extra configurations, key name and security group are now optional, defaults using empty strings
• Use a built-in matplotlib convertor
• Add reporting text as debug sample example

Bug Fixes

• Fix Optuna HPO parameter serializing #254
• Fix connect dictionary '' cast to None #258
• Fix lightgbm binding keyword argument issue #251
• Fix artifact preview if artifact body is remote URI #239
• Fix infinite recursion in StorageManager upload #253
• Fix keras reusing model object only if the filename is the same #252
• Fix running remotely with no configuration should not crash but output a warning #243
• matplotlib
  • Fix matplotlib 3.3.3 support
  • Fix global figure enumeration
  • Fix binding without a title reported a single plot (untitled 00) instead of increasing the counter
• Fix Python 2.7/3.5 support
• Fix quote issue when reporting debug images
• Fix replace quote safe characters in upload file to include ;=@$
• Fix at_exit called from another process should be ignored
• Fix Task.set_tags() for completed / published tasks
• Fix Task.add_tags() not working when running remotely
• Fix Task.set_user_properties() docstring and interface
• Fix preview with JSON (dict) artifacts did not store the artifact
• Fix Logger.report_text() on task created using Task.create() was not supported
• Fix initialization for torch: only call torch get_worker_info if torch was loaded
• Fix flush (wait) on auxiliary task (obtained using Task.get_task()) should wait on all upload events
• Fix server was not updated with the defaults from the code when running remotely and configuration section is missing
• Fix connect dict containing None default values, blocked the remote execution from passing string instead of None
• Fix Task.upload_artifact() argument delete_after_upload=True used in conjunction with wait_for_upload=True was not supported