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Version 1.5

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