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Version 1.16

ClearML 1.16.5

New Features

  • Add sdk.development.artifacts.auto_pickle configuration option to support changing the default pickle behavior when uploading artifacts
  • Add silent_on_errors argument to Task.delete_artifacts() (default False)
  • Add support for last change time in triggers using tags
  • Add Task.request_external_endpoint() to request external endpoints on supported backends

Bug Fixes

  • Fix clearml-data search CLI error if dataset version is None (ClearML GitHub issue #1329)
  • Fix maxfile attribute dropped in psutil v6.0.0 causing an error to be printed
  • Fix api.auth.req_token_expiration_sec configuration option to api.auth.request_token_expiration_sec (matches agent setting, keep backwards compatibility)
  • Bump six version due to Python 3.12 issue with six.moves
  • Fix bar charts with only one bar are not reported correctly

ClearML 1.16.4

New Features

  • Add custom task binary support to clearml-task and CreateAndPopulate (allows bash script execution, requires agent version >=1.9.0)
  • Add support for a default extension name when uploading a pandas dataframe artifact (see sdk.development.artifacts.default_pandas_dataframe_extension_name configuration option)
  • Add verify field support for downloadable URL instead of a file path (see sdk.aws.s3 configuration section)

Bug Fix

  • Fix valid model URL might be overridden by an invalid one in case the upload failed

ClearML 1.16.3

New Features and Improvements

  • Add --tags option to clearml-task (ClearML GitHub issue #1284)
  • Add retries parameter to StorageManager.upload_folder() (ClearML GitHub issue #1305)
  • Add clearml-task and CreateAndPopulate support for bash scripts, ipynb, and python modules (requires clearml-agent v1.9+)
  • Add support for HTTP file upload progress reporting
  • Add CLEARML_MULTI_NODE_SINGLE_TASK (values -1, 0, 1, 2) for easier multi-node single Task workloads
  • Add Model.original_task property to models
  • Change Model.task property to return connected task

Bug Fixes

  • Fix Kerastuner framework and examples (ClearML GitHub issue #1279)
  • Fix scalar logging bug with Fire (ClearML GitHub issue #1300)
  • Fix support passing folder to Task.get_script_info() to get the git info
  • Fix Task.launch_multi_node() to enforce the parent of sub-tasks to be the master node 0 task
  • Fix tensorboard numpy 2.0 incompatibility breaks binding
  • Fix Task.launch_multi_node() not supported when used via Pytorch Lightning
  • Fix Jupyter notebook packages and uncommitted changes are sometimes not fetched
  • Fix "can't create new thread at interpreter shutdown" errors (known issue with Python v3.12.0 and other versions)
  • Fix injected task import in Task.populate()
  • Fix dataset with external links will not reuse downloaded data from parents
  • Fix hierarchy for pipeline nodes without args
  • Fix when abort callback is set, set task status to stopped only if running locally, otherwise leave it for the Agent to set it
  • Fix jsonschema / referencing import to include TypeError protection
  • Fix Dataset offline behavior

ClearML 1.16.2

New Features and Improvements

  • Make dataset preview optional (ClearML GitHub issue #1227)
  • Add api.public_ip_ping (default: 8.8.8.8) and api.public_ip_service_urls (default: ["api.ipify.org";, "ident.me";]) configuration settings to detect public IP and network interface

Bug Fixes

  • Fix python-fire integration (ClearML GitHub issue #1268)
  • Fix path substitution for file:// URIs (ClearML GitHub issues #1217 and #1233)
  • Fix numpy 2.0 compatibility (np.NINF removed)
  • Fix no need to recreate reporter if forking and reporting in subprocess
  • Fix forked detection mechanism

ClearML 1.16.1

Bug Fixes

  • Fix pipeline breaks when continue_on_abort is set to true
  • Fix Pycharm Plugin Windows/Linux interoperability

ClearML 1.16.0

New Features

  • Add additional warning instructing on how to install in case we failed detecting a Jupyter notebook with an import error
  • Add Task.get_executed_queue() to get the name/ID of the queue a task was executed in
  • Move Task.set_resource_monitor_iteration_timeout() to a class method, add wait_for_first_iteration_to_start_sec and max_wait_for_first_iteration_to_start_sec arguments (also add sdk.development.worker.wait_for_first_iteration_to_start_sec and sdk.development.worker.max_wait_for_first_iteration_to_start_sec configuration options)
  • Add support for better pipeline continue behavior including control of children using the continue_behaviour argument
  • Add Python 3.12 support

Bug Fixes

  • Fix pytorch-lightning patches (ClearML GitHub issue #1249)
  • Fix parameter overrides are converted to string when using HPO (ClearML GitHub issue #975)
  • Fix FastAI performance (ClearML GitHub issue #1234)
  • Fix MIG GPU support
  • Fix AMD GPU metrics collection
  • Fix Jupyter password might not be used in some protected JupyterLab instances
  • Fix URL substitution was not applied to registered uploaded files when reporting an event