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Version 1.7

ClearML Agent 1.7.0

New Features

  • Add agent.docker_args_extra_precedes_task and agent.protected_docker_extra_args configuration settings to prevent the same switch to be used by both agent.extra_docker_args and a Task's docker args
  • Add agent.resource_monitoring.disk_use_path configuration option to allow monitoring a different volume than the one containing the home folder
  • Change default agent.enable_git_ask_pass to true
  • Add example and support for pre-built containers including services-mode support with overrides CLEARML_AGENT_FORCE_CODE_DIR and CLEARML_AGENT_FORCE_EXEC_SCRIPT
  • Add CLEARML_AGENT_SERVICE_TASK=1 environment variable in case of running a service task
  • Add CLEARML_AGENT_TEMP_STDOUT_FILE_DIR to allow specifying temp dir used for storing agent log files and temporary log files (daemon and execution)
  • Update GPU stats and pynvml support
  • Add git clone verbosity using CLEARML_AGENT_GIT_CLONE_VERBOSE environment variable
  • k8s glue
    • Add status reason when aborting before moving to k8s_scheduler queue
    • When cleaning up pending pods, verify task is still aborted and pod is still pending before deleting the pod
    • Set worker ID in k8s pod execution

Bug Fixes

  • Fix agent.package_manager.poetry_install_extra_args are used in all Poetry commands and not just in install (ClearML Agent GitHub issue #173)
  • Fix if process return code is SIGKILL (-9 or 137) and abort callback was called, do not mark as failed but as aborted
  • Fix agent.git_host setting will cause git@domain URLs to not be replaced by SSH URLs since furl cannot parse them to obtain host
  • Fix an environment variable that should be set with a numerical value of 0 (i.e. end up as "0" or "0.0") is set to an empty string
  • Fix agent.package_manager.extra_index_url URLs are not sanitized in configuration printout
  • Fix recursion issue when deep-copying a session
  • k8s glue
    • Fix k8s glue configuration might be contaminated when changed during apply
    • Fix KeyError if container does not contain the arguments field