PyPI v1.0.0 - ClearML-Agent

Features

• Add conda and pip environment debug prints (using --debug)
• Add support for PyJWT v2
• Change the default conda channel order, so it pulls the correct pytorch package
• Improve k8s glue support
  • Support k8s glue container env vars merging
  • Add number of pods limit to k8s glue using the max_pods_limit argument (use --max-pods switch in the k8s glue example)
  • Add k8s glue default restartPolicy=Never to template to prevent pods from restarting
• Add --stop switch support for dynamic gpus
• Verify docker command exists when running in docker mode
• Add support for terminating dockers on sig_term in dynamic mode
• Add stopping message on Task process termination
• Add agent.docker_install_opencv_libs configuration option to enable automatic opencv libs install for faster docker spin-up (default: true, see here)
• Add support for new container base setup script feature
• Bump virtualenv dependency version (support v>=16,<21)
• Add support for dynamic gpus opportunistic scheduling (with min/max gpus per queue)
• Deprecate venv_update in configuration (replaced by the more robust venvs_cache)
• Add Python 3.9 to the support table

Bug Fixes

• Fix agent can return non-zero error code and pods will end up restarting forever #56
• Fix poetry support #57
• Fix cuda version from driver does not return minor version
• Fix requirements local path replace back when using cache
• Fix k8s glue
  • Fix broken k8s glue docker args parsing
  • Fix empty env prevents override when merging template
• Fix venv cache crash on bad symbolic links
• Fix no docker arguments provided