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Version 2.0

ClearML Agent 2.0.4​

New Features and Bug Fixes

  • Fix Python 3.6 compatibility
  • Update psutil requirement

ClearML Agent 2.0.3​

New Feature

  • Add support for Azure DevOps Git repositories authentication with Azure PAT and MS Entra Token using the agent.git_use_azure_pat and agent.git_use_ms_entra_token configuration options (and environment variables CLEARML_AGENT_GIT_USE_AZURE_PAT and CLEARML_AGENT_GIT_USE_MS_ENTRA_TOKEN)

Bug Fix

  • Fix null ptr ref when skip Python env enabled (#239)

ClearML Agent 2.0.2​

Bug Fix

  • Fix YAML dump failure causes agent to abort task execution (error log includes expected SCALAR, SEQUENCE-START, MAPPING-START, or ALIAS)

ClearML Agent 2.0.1​

Bug Fix

  • Fix regression issue AttributeError: 'NoneType' object has no attribute 'pending' caused by accessing a non-existing report (#241)

ClearML Agent 2.0.0​

New Features

  • Add command line arguments for k8s_glue_example.py (#196)
  • Add initial support for --break-system-packages version detection, and make sure to use rm /usr/lib/python3.*/EXTERNALLY-MANAGED
  • Integrate docker port mapping to control non network=host port mapping, including port reassigning for multiple agents running on the same machine
  • Add support for container rulebook overrides (force_container_rules: true) and container rulebook task update (update_back_task: true). This allows users to override container arguments forcefully based on task properties (repository, tags, project, user etc.), as well as offer additional defaults based on Python required packages or Python versions
  • Add CLEARML_AGENT_ABORT_CALLBACK_CMD and CLEARML_AGENT_ABORT_CALLBACK_TIMEOUT (default 180 seconds) environment variables to define callback command to be called on abort status change
  • Add support for ${CLEARML_TASK.yyy} as docker arguments parsed based on Task values
  • Add CLEARML_AGENT_QUEUE_POLL_FREQ_SEC and CLEARML_AGENT_STATUS_REPORT_FREQ_SEC environment variables to customize agent behavior
  • Add agent.translate_ssl_replacement_scheme configuration option and CLEARML_AGENT_SSH_URL_REPLACEMENT_SCHEME environment variable to support translating SSH URLs to HTTP instead of HTTPS
  • Set urllib3 log level when connecting to server to WARNING by default to provide visibility on certificate issues (use the CLEARML_AGENT_URLLIB3_CONNECT_LEVEL environment variable to customize this behavior)
  • Optimize dynamic GPU to query only relevant workers (requires ClearML Server v2.0.0 or higher)
  • Bump urllib3 to <3 to support urllib3 v2
  • Add CLEARML_AGENT_CONFIG_VERBOSE for verbose configuration file loading
  • Add default support for dns i.e. rocky/centos/fedora containers
  • Support NVIDIA_VISIBLE_DEVICES containing volume mounts
  • Add better debug logging when task session creation fails
  • Add is_daemon indication in status report
  • Reduce required packages
  • Add SECURITY.md

Bug Fixes

  • Fix UV integration
    • Fix uv_replace_pip feature
    • Fix UV cache based on sync/pip-replacement
    • Fix if UV fails but lock file is missing, revert to UV as pip drop in replacement
    • Fix use UV bin instead of UV python package to avoid nested VIRTUAL_ENV issues
    • Fix UV pip freeze fails
    • Fix UV as pip drop-in replacement print
  • Fix cached venv tries to reinstall priority packages even through they are preinstalled
  • Fix pip freeze dump to comply with YAML fancy print
  • Fix pip requirements print dump should be sorted
  • Fix force the stop command to avoid a potential race
  • Fix failure to kill one child process prevents attempts to terminate remaining processes
  • Fix untitled file based on binary is now py/sh based on requested binary
  • Fix session should retry on any error if send fails
  • Fix potential issue with agent not sending queues in status report
  • Fix task is set to Aborted after already marked as Failed
  • Fix installing venv from the agent's python binary when the selected Python failed
  • Fix fallback to system path python3 if pip is unavailable for selected Python
  • Fix fallback to system python changes the Python bin inside the new virtual environment