Version 1.9

Bug Fixes

Fix broken Task._get_status(), which was breaking clearml-session in the latest version
Fix path substitution, making it possible to store unsubstituted URL for models ClearML GitHub PR #935

New Features and Improvements

Support parsing queue name when providing execution queue in pipelines code ClearML GitHub PR #857
Ignore None values for keys in the click argument parser ClearML GitHub issue #902
Improve docstrings for Task.mark_completed() and Task.close() - ClearML GitHub PRs #920 and #921
Add pre/post execution callbacks to pipeline steps through @PipelineDecorator.component
Add status-change callback to pipeline steps through PipelineController.add_step(), PipelineController.add_function_step(), and @PipelineDecorator.component

Bug Fixes

Fix missing debug samples when reporting using TensorBoard ClearML GitHub issue #923
Fix wrong Jupyter API token during repository detection ClearML GitHub PR #904
Fix typo in the warning for very large git diffs ClearML GitHub PR #932
Fix pipelines from tasks don't propagate parameter_override values in PipelineController.add_step()
Fix folders and files uploaded to S3 and Azure with StorageManager.upload_file() receive wrong MIME types
Fix the CSV file preview in Datasets
Fix Task.connect_configuration() doesn't work with non-string dictionary keys
Fix lightgbm_example deprecation warning
Fix potential race condition in get_or_create_project()

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

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

New Features and Improvements

Bug Fixes

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

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