allegroai/clearml 0.15.0

PyPI v0.15.0

on GitHub

Features

• Add automation support including hyper-parameters optimization (see example here)
• Task.init() auto_connect_arg_parser argument can accept a dictionary disabling specific keys from the argparser (Trains Slack channel thread)
• Allow worker_id override using TRAINS_WORKER_NAME environment variable (Trains Slack channel thread)
• Support layout configuration for plotly objects using extra_layout argument in all Logger reporting methods #136
• Add Task.execute_remotely() to allow cloning and enqueuing a locally executed task (or stopping and re-enqueuing a remotely executed task) #128
• Add Parquet framework and model type
• Support recursive model folder packaging
• Add Task.get_reported_console_output() and Task.get_reported_scalars() to allow retrieval of reported reported output and scalar metrics
• Add Task.add_requirements() to force requirement package into "installed packages"
• Improve task reuse responsiveness
• Add raise_on_error (default False) argument to Model.get_local_copy() and Artifact.get_local_copy() allegroai/clearml-agent#17
• Support Task.get_task() without project name (i.e. all projects)
• Support using the file calling Task.init() as the task's script in case sys.argv doesn't point to a git repository
• Support detecting and remotely executing code running from a module (i.e. -m module)
• Add callback for framework save/load binding for better integration with pytorch/ignite pytorch/ignite#1056
• Support new task types provided in Trains Server v0.15.0
• Add automation and distributed examples
• Upgrade default pip version to <20.2

Bug Fixes

• Fix exact_match_regex() in case of empty pattern #138
• Address deprecation warning and newer attrs versions in MetricsEventAdapter #134
• Fix issues with plotly support (Trains Slack channel thread and thread)
• Fix default argument behavior to match argparse behavior
• Fix OutputModel with task=None should use current task, if exists
• Fix Task.get_task() to raise proper error on incorrect task_id
• Fix Task.enqueue() to use an exact queue name match
• Fix NaN, Inf and -Inf values display in reported table (not supported by JSON)
• Limit max requirement size to 0.5MB
• Fix issues with repository analysis
• Fix StorageManager should only try to extract .zip files, Model should not auto extract package allegroai/clearml-agent#17