allegroai/clearml 1.0.3

PyPI v1.0.3 - ClearML

on GitHub

Features

• Use default boto credential chain if no keys are provided in the configuration file or environment variables #342
• Support DummyModel configuration ClearML Slack thread
• Add report_matplotlib_figure(..., report_interactive=False) allowing to upload a matplotlib as a non-interactive (high quality png) plot
• Add Logger.matplotlib_force_report_non_interactive()
• Remove matplotlib axis range (plotly.js auto-range can adjust it in real-time)
• Add object-storage support in cleanup-service
• Add dataset_tags argument to Dataset.create()
• Expose docker_args and docker_bash_setup_script in clearml-task CLI
• Add logging for Nvidia driver and Cuda version
• Add optional ignored packages in script requirements (currently used for pywin32)
• Update examples
  • Increase channel result to support max of 1K channels for finding slack channel and use cursor in Slack Alerts monitoring service
  • Add csv data sample to data_samples
  • Remove deprecated examples

Bug Fixes

• Fix Hydra should not store the full resolved OmegaConf #327
• Fix direct import of keras save/load model functions #355
• Fix run as module #359
• Fix Python 2.7 support #366
• Fix Task.add_requirements() passing package_version starting with @, ; or #
• Fix import keras from TF
• Fix support for Hydra's run_job() change in parameter order by passing config and task_function as keyword arguments
• Fix background upload retries with Google Storage (gs://)
• Fix Python 3.8 race condition in Task.close()
• Fix shutting down a Task immediately after creation might block
• Fix Task.execute_remotely() from Jupyter notebook
• Fix Jupyter Notebook inside VSCode
• Fix support for Dataset.create() argument use_current_task
• Fix Dataset.finalize() can hang in extreme scenario
• Protect against wrong file object type when auto-binding models
• Fix matplotlib date convertor
• Fix automation controller overrides nodes clone