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Version 1.5

ClearML Agent 1.5.2​

New Features and Improvements

  • Switch services agent entrypoint shell from sh to bash ClearML Agent GitHub issue #140
  • Improve poetry support
  • Add poetry cwd support ClearML Agent GitHub issue #138
  • Add agent.package_manager.poetry_install_extra_args configuration option
  • Do not allow request exceptions (keep retrying, throw error only on the initial login call)

Bug Fixes

  • Fix agent update version ClearML Agent GitHub PR #132
  • Fix login uses GET with payload, which breaks when trying to connect a server running in GCP
  • Fix clearml-agent build --docker stuck on certain containers
  • Fix build fails when target is relative path
  • Fix pinging running task (change default to once a minute)
  • Fix _ is allowed in k8s label names
  • Fix k8s glue does not delete pending pods if the tasks they represent were aborted
  • Reintroduce CLEARML_AGENT_SERVICES_DOCKER_RESTART accidentally reverted by a previous merge
  • Fix git+ssh:// links inside installed packages not being converted properly to HTTPS-authenticated links

ClearML Agent 1.5.1​

New Features and Improvements

  • Upgrade requirements for attrs, jsonschema, pyparsing, six, and pyjwt ClearML Agent GitHub issue #129
  • Add default output URI selection to clearml-agent init
  • Add agent.disable_task_docker_override configuration option to disable docker override specified in executing tasks
  • Add CLEARML_AGENT_FORCE_SYSTEM_SITE_PACKAGES env var (default true) to allow overriding default system_site_packages: true behavior when running tasks in containers (docker mode and k8s-glue)

Bug Fixes

  • Fix using deprecated types validator argument raises an error (deprecated even before jsonschema 3.0.0 and unsupported since 4.0.0)
  • Fix pip support allowing multiple pip version constraints (by default, one for < Python 3.10 and one for >= Python 3.10)

ClearML Agent 1.5.0​

New Features and Improvements

  • Add option to crash agent on exception using agent.crash_on_exception configuration setting ClearML Agent GitHub issue #122
  • Improve venv cache disabled message
  • Upgrade packages for better Python 3.10 support
  • Remove future package dependency (Python 2 is not supported for clearml-agent)
  • Change default pip version used to pip<21 for better Python 3.10 support
  • Add support for operator != in package version (mostly for better PyTorch resolving)
  • Add support for PyTorch new extra_index_url repo (find the correct index url based on the cuda version, and let pip do the rest)
  • Make venv caching the default behavior
  • Add support for CLEARML_AGENT_DOCKER_ARGS_HIDE_ENV environment variable (see agent.hide_docker_command_env_vars config option)
  • Ping executing tasks to make sure the server does not consider them stale (set using the agent.task_ping_interval_sec configuration option, defaults to every 120 seconds)

Bug Fixes

  • Fix docker extra arguments showing up in configuration printout
  • Fix an issue with running on Python 3.10 / 3.11
  • Fix cached git token prevents cloning repository (using agent.enable_git_ask_pass forcing the agent to use GIT_ASKPASS for user/password when cloning/fetching repositories)
  • Fix setting CLEARML_API_DEFAULT_REQ_METHOD raises an error
  • Fix get_task_session() may cause an old copy of the APIClient to be used containing a reference to the previous session
  • K8s Glue
    • Fix agent.system_site_packages is not turned on by default in k8s glue
    • Make sure git_user/pass is passed to the task pod
    • Remove support for kubectl run

ClearML SDK 1.5.0​

New Features and Improvements

  • Add support for single value metric reporting ClearML GitHub issue ClearML GitHub issue #400
  • Add support for specifying parameter sections in PipelineDecorator ClearML GitHub issue #629
  • Add support for parallel uploads and downloads (upload / download and zip / unzip of artifacts)
  • Add support for specifying execution details (repository, branch, commit, packages, image) in PipelineDecorator
  • Bump PyJWT version due to "Key confusion through non-blocklisted public key formats" vulnerability
  • Add support for AWS Session Token (using boto3's aws_session_token argument)

Bug Fixes

  • Fix Task.get_projects() retrieves only the first 500 results ClearML GitHub issue #612
  • Fix failure to delete artifacts stored in Azure ClearML GitHub issue #660
  • Fix Process Pool hangs at exit ClearML GitHub issue #674
  • Fix number of unpacked values when syncing a dataset ClearML GitHub issue #682
  • Fix FastAI DeprecationWarning ClearML GitHub PR #683
  • Fix StorageManager.download_folder() crash
  • Fix pipelines can't handle None return value
  • Fix pre-existing pipeline raises an exception
  • Fix deprecation warning in the image_reporting example
  • Fix patches are kept binded after Task.close() is called
  • Fix running pipeline code remotely without first running it locally (i.e. no configuration on the Task)
  • Fix local task execution with empty working directory
  • Fix permission check fails when using local storage folder that does not exist
  • Fix pipeline add_function_step breaks in remote execution
  • Fix wrong mimetype used for any file or folder uploaded to S3 using StorageManager
  • Add missing default default_cache_manager_size in configuration files

ClearML Server 1.5.0​

New Features and Improvements

  • Redesign UI tables info panel:
    • Redesign experiment status banner
    • Display all experiment tabs in single line
    • Move experiment action buttons to the top right
  • Add UI adherence to user specified plot dimensions ClearML GitHub issue #587
  • Add row highlight to experiment textual comparison UI ClearML GitHub issue #581
  • Add UI "Delete" action for Pipelines
  • Add UI indicator for task and pipeline progress
  • Add UI API credentials label "Edit" action
  • Add option to create queues on-the-fly when enqueuing tasks in UI
  • Add "Number of Workers" column to UI queues table
  • Add pipeline results to UI dashboard search

Bug Fixes

  • Fix UI experiment debug samples disappearing after refresh ClearML Server GitHub issue #136
  • Fix deleting tasks sometimes raises errors ClearML GitHub issue #632
  • Fix only partial task log shown when running on ES with multiple shards
  • Fix move task to trash is not thread-safe
  • Fix UI Project overview metric snapshot not showing
  • Fix no progress indicator when performing off-screen selection in UI experiments table
  • Fix removing long pipeline tags doesn't work
  • Fix UI experiment scalar comparison graph titles are cropped with no available tooltips
  • Fix UI model table status column filters incorrectly when multiple statuses are selected.
  • Fix unreadable plot data causes UI to crash
  • Fix UI project cards displaying incorrect task counts
  • Fix hover over system tags doesn't display full tag name
  • Fix .txt file debug sample previews are unreadable
  • Fix UI table/info-panel toggle doesn't update when clicking project breadcrumbs
  • Fix UI experiment debug samples leave artifacts when empty