clearml-docs/docs/release_notes/ver_1_15.md

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Version 1.15

ClearML Server 1.15.1

Bug Fix

• Fix restarting ClearML Server deletes app credentials ClearML Server GitHub issue #240 and ClearML GitHub issues #1247 & #1262

ClearML SDK 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 SDK 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

ClearML Server 1.15.0

New Features and Improvements

• UI experiment hyperparameter comparison
  • Add Parallel coordinate view support for multiple metrics
  • Add scatter plot mode to UI experiment hyperparameter comparison ClearML GitHub issue #984
• Add model lineage to UI model comparison
• Update nginx version to Fix 1-Byte Memory Overwrite RCE vulnerability ClearML Server GitHub issue #230

Bug Fixes

• Fix Heap Buffer Overflow vulnerability (CVE-2023-38545) ClearML Server GitHub issue #234
• Fix insufficient session expiration vulnerability (CWE-613)
• Fix XSS vulnerability (CWE-79) in UI markdown
• Fix UI reports vulnerable to XSS attack
• Fix UI generating undefined credentials for Jupyter Notebook ClearML Web GitHub issue #67
• Fix "No tags" filter raises an error
• Fix slow loading speed for UI experiment comparison scalars
• Fix some UI experiment sometimes missing plots
• Fix delete not working in batch action bar in UI models tables
• Fix dequeue not working from UI experiment table batch action bar
• Fix UI plots and scalars are displayed in reset experiments
• Fix embedded scalar comparison plot does not display metric variant in maximized view in UI Reports
• Fix "Copy embed code" not working properly in comparison plot
• Fix incorrect plot name is displayed when expanding UI scalar plots
• Fix task IDs not displayed in UI experiment comparison graph titles and legends
• Fix single-value scalar plot not displaying "Download CSV" button when embedded in UI report
• Fix UI dashboard search returns results from team's work when "My Work" filter is enabled.
• Fix UI experiment table compare view does not persist
• Fix UI Workers and Queues displaying incorrect statistics
• Fix UI experiment scalar comparison missing active filter indicator
• Fix UI scalar value comparison sometimes displays empty page
• Fix UI embedded plots missing titles and axis labels
• Fix missing status filter in UI All Models table
• Fix UI pipeline table "No value" selection does not work with version filter
• Fix UI experiment table compare view presents plots from unselected experiments
• Fix using filter causes UI experiment console to jump