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clearml-docs/docs/release_notes/sdk/open_source/ver_1_13.md
pollfly 8249768619
Refactor Release Notes (#938)
2024-09-26 16:09:25 +03:00

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Version 1.13

ClearML v1.13.2

New Features and Improvements

  • Support parallel dataset verification (ClearML GitHub issue #1130)
  • Support lightgbm model loading from a string (ClearML GitHub issue #1135)
  • Add support for Hydra command-line syntax for modifying omegaconf
  • Add support for setting output_uri in pipeline decorators and functions
  • Add more visibility when overriding jsonargparse arguments
  • Use StorageManager cache when downloading models
  • Support parsing GS credentials as a JSON string if they do not point to a JSON file
  • Support ignoring default_output_uri on remote runs when Task.init(output_uri=False) was specified and the backend task data has no output_uri specified
  • Add configuration files logging example
  • Support raising LoginError when initializing
  • Add Hugging Face Transformers example (ClearML GitHub PR #1146)
  • Improve docstrings for tag filters
  • Add a security policy file to the repository (ClearML GitHub issue #1148)

Bug Fixes

  • Fix Google Storage subdir path in bucket URL breaks validation (ClearML GitHub PR #1117)
  • Fix jsonschema DeprecationWarning in newer versions (ClearML GitHub PR #1128)
  • Fix task.set_script(diff="") does not clear the uncommitted changes (ClearML GitHub issue #1106)
  • Fix parallel dataset verification fails on older Python versions (ClearML GitHub issue #1144)
  • Fix attrs.__version__ deprecation warning (ClearML GitHub issue #1145)
  • Fix Task.get_parameters_as_dict(cast=True) raises a YAML parser error
  • Fix potential threading issues when setting self.lock to None
  • Fix pipeline version is not displayed in the table view and version list
  • Fix displayed pipeline run time in pipeline components is not the same as that shown in the info tab in full detail
  • Fix Model.connect() in remote execution might result in the wrong model being connected
  • Fix exception raised on ConnectionError (which actually indicates that a read has timed out, and should be retried)
  • Fix missing configuration error not raised in certain cases
  • Fix loading queues containing metadata fails due to an incorrect queue metadata scheme
  • Fix pyjwt requirements for Python < 2.9
  • Fix pipeline examples

ClearML 1.13.1

Bug Fixes

  • Fix Hydra overrides integration (ClearML GitHub issue #1120)
  • Fix GPU memory used reports 0 when memory can not be queried per process (edge case)

ClearML 1.13.0

New Features

  • Add support for recursive list, dict, and tuple ref parsing for PipelineController.add step() parameter overrides (ClearML GitHub issue #1089)
  • Update PyNVML to the latest NVIDIA version for better GPU monitoring
  • Add force_single_script_file argument to Task.create() to avoid git repository auto detection
  • Use os.register_at_fork instead of monkey patching fork for python>3.6
  • Add support to programmatically archive and unarchive models from the model registry using the Model.archive() and Model.unarchive() methods (ClearML GitHub issue #1096)

Bug Fixes

  • Fix model reporting in TensorFlow 2.13 does not work properly (ClearML GitHub issue #1112)
  • Fix GPU memory used reports 0 when memory can not be queried per process
  • Fix FastAI binding not reporting scalars if TensorBoard is installed
  • Fix JSON serialization error does not raise exception
  • Fix OutputModel should prefer connected task name over filename stem
  • Fix dataset zip extraction might fail when creating folders concurrently (with Exception [Errno 17] File exists warning)
  • Fix import sys should not appear in pipeline component auto-detected packages
  • Fix compatibility issue with requests<2.28