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Version 3.0

ClearML Agent 3.0.3​

New Features and Bug Fixes

  • Fix MD5 hashing compatibility with FIPS-enabled systems on Python 3.6+
  • Add agent.package_manager.uv_run_extra_args configuration option to pass extra arguments to uv run (mirrors uv_sync_extra_args)
  • Add agent.git_fetch_args configuration option to pass extra arguments to git fetch when refreshing cached repositories
  • Add agent.docker_apply_environment_from_vault configuration option to inject task owner's vault environment variables as docker -e args when running in host/docker mode
  • Consolidate k8s-glue Dockerfiles into a single multi-provider build (glue-build)

ClearML Agent 3.0.2​

New Features and Bug Fixes

  • Fix setuptools's pkg_resources deprecation affects Python 3.9 and up
  • Add support for forbidden docker args configuration using the agent.forbidden_docker_args setting to prevent user configuration from interfering with task startup process
  • Add k8s glue support for delayed pod cleanup (for debugging purposes)

ClearML Agent 3.0.1​

New Features

  • Add daemon --check-bootstrap option (with agent.bootstrap.check_for_latest configuration option)

ClearML Agent 3.0.0​

New Features and Bug Fixes

  • New clearml-agent-bootstrap package: when enabled, agent pre-packages compiled Python and Git binaries on the host and mounts them directly into containers at launch, reducing boot time
  • Add agent.package_manager.uv_sync_locked_if_lock_file configuration option (default True) to allow removing uv sync --locked flag even when lockfile exists in repository
  • Add unsafe-best-match to bootstrap uv when used as pip drop-in replacement - necessary when resolving some packages
  • Autodetect ROCM version for torch installs
  • Remove deprecated conda --mkdir command line option
  • Kubernetes glue
    • Support pod auto-eviction for invalid image name errors (as well as on image pull backoff)
    • Add support for better task cleanup and support re-enqueueing tasks whose launch failed
    • Add support for additional mappings in custom template
    • Propagate task data when resolving pod template
    • Fix fractions calculation
  • Add support for an allowed mapped ports range when spinning up a Docker workload
  • Add --podman daemon command line option adding support for launching docker containers with podman
  • Fix requirements should be taken from task, if provided
  • Fix agent might not mount AMD GPUs properly into Docker container
  • Fix URL matching