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PyPI v0.16.2
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@clearml-bot clearml-bot released this 10 Dec 11:03
· 500 commits to master since this release
0.16.2
dd42423

Features

  • conda
    • Add agent.package_manager.conda_env_as_base_docker allowing "docker_cmd" to contain link to a full pre-packaged conda environment (tar.gz created by conda-pack). Use TRAINS_CONDA_ENV_PACKAGE environment variable to specify conda tar.gz file.
    • Add conda support for read-only pre-built environment (pass conda folder as docker_cmd on Task)
    • Improve trying to find conda executable
  • k8s glue
    • Add support for limited number of services exposing ports
    • Add support for k8s pod custom user properties
    • Allow selecting external trains.conf file for the pod itself
    • Allow providing pod template, extra bash init script, alternate SSH server port, gateway address (k8s ingress/ELB)
  • Allow specifying cudatoolkit version in the "installed packages" section when using conda as package manager clearml/clearml#229
  • Add agent.package_manager.force_repo_requirements_txt. If True, "Installed Packages" on Task are ignored, and only repository requirements.txt is used
  • Pass TRAINS_DOCKER_IMAGE into docker for interactive sessions
  • Add torchcsprng and torchtext to PyTorch resolving

Bug Fixes

  • When logging suppress "\r" when reading a current chunk of a file/stream. Add agent.suppress_carriage_return (default True) to support previous behavior
  • Make sure TRAINS_AGENT_K8S_HOST_MOUNT is used only once per mount
  • Fix k8s glue script to trains-agent default docker script
  • Fix apply git diff from submodule only
  • conda
    • Fix conda pip freeze to be consistent with trains 0.16.3
    • Fix conda environment support for trains 0.16.3 full env. Add agent.package_manager.conda_full_env_update to allow conda to update back the requirements (default False, to preserve previous behavior)
    • Fix running from conda environment - conda.sh not found in first conda PATH match
  • Fix docker mode ubuntu/debian support by making sure not to ask for input (fix tzdata install)
  • Fix repository detection - ignore environment SSH_AUTH_SOCK, only check if git user/pass are configured
  • git diff
    • Fix support for non-ascii diff
    • Fix diff with empty line at the end will cause corrupt diff apply message
    • Allow zero context diffs (useful when blind patching repository)
  • Fix daemon --stop when agent UID cannot be located
  • Fix nvidia docker support on some linux distros (SUSE)
  • Fix nvidia pytorch dockers support
  • Fix torch CUDA 11.1 support
  • Fix requirements dict with null entry in pip should be considered None install from repository's requirements.txt
Assets 3
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