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Version 1.9

ClearML SDK 1.9.1

New Features and Improvements

  • Add signature version to boto3 configuration ClearML GitHub issue #883
  • Allow requesting custom token expiration using the api.auth.req_token_expiration_sec configuration setting
  • Add Python 3.11 support

Bug Fixes

  • Fix UniformParameterRange.to_list throws error when step size is not defined ClearML GitHub issue #858
  • Fix StorageManager.list() does not return size metadata ClearML GitHub issue #865
  • Fix storage with path substitutions ClearML GitHub issue #825
  • Fix extras in ClearML installation prevents clearml from being included in requirements ClearML GitHub issue #867
  • Fix metadata set on an uploaded model object is not accessible ClearML GitHub issue #890
  • Fix Azure storage upload not working ClearML GitHub issue #868
  • Fix task.connect list of dicts parsed incorrectly in remote
  • Fix casting None to int fails uploads and permission checks
  • Fix numpy 1.24 support
  • Fix clearml-data previews are saved on file server even when output_uri is specified
  • Fix connecting a dictionary to task sometimes raises an exception
  • Fix authentication headers are not set on substituted fileserver URLs
  • Fix Task.get_project_id() cannot find hidden projects
  • Fix TriggerScheduler docstrings ClearML GitHub issue #881

ClearML Server 1.9.2

Bug Fixes

  • Fix "Unable to load image" error in UI experiment debug samples after entering storage credentials ClearML Web GitHub issue #46
  • Fix incorrect default project name displayed in UI "Clone Experiment" modal ClearML Server GitHub issue #171
  • Fix UI experiment debug sample viewer iteration slider not working
  • Fix UI experiment console log jumps backwards unnecessarily on refresh
  • Fix UI published report is not expandable
  • Fix UI published report's description is not editable
  • Fix UI experiment-reset popup displays incorrect experiment count

ClearML Server 1.9.1

New Features and Improvements

  • Add collapsible description panel for UI reports
  • Add in-app markdown guide for UI reports

Bug Fixes

  • Fix can't generate new pipeline runs from UI ClearML Server GitHub issue #169
  • Fix plot legend texts overlap in UI reports
  • Fix UI embedded plot colors are sometimes obscure
  • Fix ctrl z doesn't undo codeblocks in UI reports
  • Fix "Getting Started" popup wrongfully showing when enqueuing tasks

ClearML SDK 1.9.0

New Features and Improvements

  • Add r prefix to re.match() strings ClearML GitHub issue #834
  • Add path_substitution to clearml.conf example file ClearML GitHub PR #842
  • Clarify deferred_init usage in Task.init() ClearML GitHub issue #855
  • Add pipeline decorator argument to control docker image ClearML GitHub issue #856
  • Add StorageManager.set_report_upload_chunk_size() and StorageManager.set_report_download_chunk_size() to set chunk size for upload and download
  • Add allow_archived argument in Task.get_tasks()
  • Support querying model metadata in Model.query_models()
  • Add Dataset.set_metadata() and Dataset.get_metadata()
  • Add delete_from_storage (default True) to Task.delete_artifacts()

Bug Fixes

  • Fix jsonargparse and pytorch lightning integration broken for remote execution ClearML GitHub issue #403
  • Fix error when using TaskScheduler with limit_execution_time ClearML GitHub issue #648
  • Fix dataset not synced if the changes are only modified files ClearML GitHub issue #822
  • Fix StorageHelper.delete() does not respect path substitutions ClearML GitHub issue #825
  • Fix can't write more than 2 GB to a file
  • Fix StorageManager.get_file_size_bytes() returns ClientError instead of None for invalid S3 links
  • Fix Dataset lineage view is broken with multiple dataset dependencies
  • Fix tensorflow_macos support
  • Fix crash when calling task.flush(wait_for_uploads=True) while executing remotely
  • Fix None values get casted to empty strings when connecting a dictionary

ClearML Server 1.9.0

New Features and Improvements

  • New ClearML Reports UI: Create and share rich MarkDown documents supporting embeddable online content ClearML GitHub issue #839
  • Add user option to not show example content in the UI ClearML GitHub issue #774
  • Add tag filter to UI Pipeline, Dataset, and Hyper-Dataset pages
  • Extend UI experiment comparison up to 100 experiments
  • Allow project default output destination S3 URLs to include dots (.) and hyphens (-)

Bug Fixes

  • Fix long experiment names break UI experiment comparison scalar plot display ClearML GitHub issue #166
  • Fix plot legend definitions set by SDK don't override UI default settings
  • Fix comparing experiments with read-only components causes error
  • Fix UI model link doesn't preserve double spaces, breaking the URI
  • Fix tasks/models/datasets can't be moved to UI root project
  • Fix UI tag color list doesn't display tags
  • Fix UI dashboard search returns results from team’s work when "My Work" filter is enabled
  • Fix UI experiment console does not display complete text when large text is reported