clearml-docs/docs/release_notes/sdk/open_source/ver_1_15.md

title
Version 1.15

ClearML 1.15.1

Bug Fixes

• Fix autoscaler should recheck that the worker is still idle before shutting it down (ClearML GitHub issue #1202)
• Fix resource monitor fails to get GPU stats in some edge cases

ClearML 1.15.0

New Features

• Add draft option to pipeline steps (ClearML GitHub PR #1226)
• Add support for custom working directory for pipelines (ClearML GitHub issue #1194)
• Add Task.get_requirements() method that returns the task's requirements
• Allow controlling the number of threads used by StorageManager.download_folder() using the max_workers argument
• Update examples dependencies
• Improve auto populate in Task.init()

Bug Fixes

• Fix UTF-8 script code encoding issue (ClearML GitHub issue #1207)
• Fix Colab docs (ClearML GitHub issue #1204)
• Fix metrics reporting with OutputModel while in offline mode results in an error (ClearML GitHub issue #1172)
• Fix task running in Google Colab doesn't properly get the notebook diff (ClearML GitHub issue #1204)
• Fix hydra binds break in offline mode (ClearML GitHub issue #1215)
• Fix HPO crashes when optimizing for single value scalars (ClearML GitHub issue #1221)
• Fix GPU info such as gpu_memory and gpu_type is not being collected in some cases
• Fix clearml-data CLI tool moves non-dataset tasks to a .dataset project when the respective task is not a dataset
• Fix pandas DataFrame artifacts with hierarchical indices get mangled by the CSV round-trip
• Fix urllib3 sends deprecation warning when setting ssl_version
• Fix Task.connect(dict) return value is not dict-compatible
• Fix jsonargparse sub-command config parsing
• Fix Lightning integration crashes when a config entry contains . in its name
• Fix Python 3.5 compatibility