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clearml-docs/docs/release_notes/sdk/open_source/ver_1_14.md
pollfly 8249768619
Refactor Release Notes (#938)
2024-09-26 16:09:25 +03:00

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Version 1.14

ClearML 1.14.4

Bug Fixes

  • Fix AWS S3 configuration secure property not forwarded in StorageHelper (ClearML GitHub PR #1205)
  • Fix NVIDIA_VISIBLE_DEVICES=all env var value will result in no GPU metrics being reported
  • Fix setting output_uri when an AWS S3 config section with secure=false exists raises an error
  • Fix CacheManager attempts to clear cache when file limit has not been reached resulting in slow unnecessary checks

ClearML 1.14.3

New Features and Bug Fixes

  • Add hash check for pickle files (resolves CVE-2024-24590)
  • Fix clearml-task relative paths calculation when --cwd, --folder, and --script are provided (ClearML GitHub issue #1160)
  • Fix regression causing an error when secure is provided in AWS S3 bucket settings

ClearML 1.14.2

New Features and Improvements

  • Report upload/download with tqdm if installed
  • Add support for a PipelineController.version property
  • Add support for specifying an AWS profile when providing bucket storage credentials
  • Add an ignore_remote_overrides argument to Task.connect() and Task.connect_configuration() allowing users to disable overriding values when running remotely
  • Add support for setting a custom certificate path using the CLEARML_API_HOST_VERIFY_CERT environment variable (instead of just allowing the user to disable verification)
  • Add dataset reporting example (ClearML GitHub PR #1180)

Bug Fixes

  • Fix missing component callbacks on multiple step calls (ClearML GitHub PR #1195)
  • Fix unsafe usage of tempfile.mktemp
  • Fix potential path traversal on file download (CVE-2024-24591)
  • Fix Python 3.12 support by not using distutils
  • Fix TaskScheduler does not save local state before running remotely
  • Fix pipeline should continue instead of aborting when PipelineController.abort_on_failure is set to False and a step has been aborted
  • Fix HPO crashes when its corresponding task is initialized with continue_last_task=True

ClearML 1.14.1

Bug Fixes

  • Fix created pipelines do not appear in the UI pipelines section

ClearML 1.14.0

New Features and Improvements

  • Add support for decorated pipeline steps (ClearML GitHub issue #1154)
  • Improve torch.distributed behavior and auto-detect Huggingface accelerate distributed execution
  • Improve jsonargparse integration: allow_config_file_override_from_ui argument added for enabling/disabling overriding configuration file entries
  • Add raise_on_error parameter to Model.update_weights() and Model.update_weights_package()
  • Add HPO multi-objective optimization support by specifying multiple optimization objectives to the HyperParameterOptimizer class
  • Improve pipelines from functions: libraries used by pipeline steps no longer have to be imported in the step itself and can be imported globally instead
  • Support clearing repository details in Task.set_repo()
  • Auto-detect tensorflow-intel as tensorflow
  • Add support for auto-detecting torch and transformers accelerate distributed execution
  • Add tabular data multi-stage pipeline process example

Bug Fixes

  • Fix langchain integration (ClearML GitHub issues #1124 and ClearML GitHub issue #1126)
  • Fix using target_project with TaskScheduler.add_task() corrupts project if used with pipelines (ClearML GitHub issue #1137)
  • Fix PipelineController.add_function_step() fails when adding custom decorated step (ClearML GitHub issue #1154)
  • Fix jsonargparse binding does not capture parameters before Task.init() is called (ClearML GitHub issue #1164)
  • Fix invalid jsonargparse arguments should be deleted
  • Fix handling of appended parameters to Hydra defaults list
  • Fix Task.set_repo() and Task.set_packages() do not wait for automatic asynchronous repository detection
  • Fix active GPU filtering in resource monitor to support GPU ID and not just GPU idx
  • Fix misleading error raised when using the SDK with no configuration file or an invalid configuration file
  • Fix process sometimes hangs issue by improving exit and exception handlers, unregistering signal handling in child processes except for the BackgroundMonitor