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* Add ClearML Server 1.14.1 release notes and update AMIs * Add SDK 1.14.4 release notes * Add ClearML Server 1.15.0 release notes and update AMIs * Add ClearML Server 1.15.0 release notes and update AMIs * Add ClearML 1.15.0 release notes
67 lines
4.3 KiB
Markdown
67 lines
4.3 KiB
Markdown
---
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title: Version 1.15
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---
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### ClearML SDK 1.15.0
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**New Features**
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* Add draft option to pipeline steps [ClearML GitHub PR #1226](https://github.com/allegroai/clearml/pull/1226)
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* Add support for custom working directory for pipelines [ClearML GitHub issue #1194](https://github.com/allegroai/clearml/issues/1194)
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* Add `Task.get_requirements()` method that returns the task's requirements
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* Allow controlling the number of threads used by `StorageManager.download_folder()` using the `max_workers` argument
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* Update examples dependencies
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* Improve auto populate in `Task.init()`
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**Bug Fixes**
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* Fix UTF-8 script code encoding issue [ClearML GitHub issue #1207](https://github.com/allegroai/clearml/issues/1207)
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* Fix Colab docs [ClearML GitHub issue #1204](https://github.com/allegroai/clearml/issues/1204)
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* Fix metrics reporting with `OutputModel` while in offline mode results in an error [ClearML GitHub issue #1172](https://github.com/allegroai/clearml/issues/1172)
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* Fix task running in Google Colab doesn't properly get the notebook diff [ClearML GitHub issue #1204](https://github.com/allegroai/clearml/issues/1204)
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* Fix hydra binds break in offline mode [ClearML GitHub issue #1215](https://github.com/allegroai/clearml/issues/1215)
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* Fix HPO crashes when optimizing for single value scalars [ClearML GitHub issue #1221](https://github.com/allegroai/clearml/issues/1221)
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* Fix GPU info such as `gpu_memory` and `gpu_type` is not being collected in some cases
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* Fix `clearml-data` CLI tool moves non-dataset tasks to a `.dataset` project when the respective task is not a dataset
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* Fix pandas `DataFrame` artifacts with hierarchical indices get mangled by the CSV round-trip
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* Fix `urllib3` sends deprecation warning when setting `ssl_version`
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* Fix `Task.connect(dict)` return value is not dict-compatible
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* Fix `jsonargparse` sub-command config parsing
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* Fix Lightning integration crashes when a config entry contains `.` in its name
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* Fix Python 3.5 compatibility
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### ClearML Server 1.15.0
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**New Features and Improvements**
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* UI experiment hyperparameter comparison
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* Add Parallel coordinate view support for multiple metrics
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* Add scatter plot mode to UI experiment hyperparameter comparison [ClearML GitHub issue #984](https://github.com/allegroai/clearml/issues/984)
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* Add model lineage to UI model comparison
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* Update nginx version to Fix 1-Byte Memory Overwrite RCE vulnerability [ClearML Server GitHub issue #230](https://github.com/allegroai/clearml-server/issues/230)
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**Bug Fixes**
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* Fix Heap Buffer Overflow vulnerability (CVE-2023-38545) [ClearML Server GitHub issue #234](https://github.com/allegroai/clearml-server/issues/234)
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* Fix insufficient session expiration vulnerability (CWE-613)
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* Fix XSS vulnerability (CWE-79) in UI markdown
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* Fix UI reports vulnerable to XSS attack
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* Fix UI generating undefined credentials for Jupyter Notebook [ClearML Web GitHub issue #67](https://github.com/allegroai/clearml-web/issues/67)
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* Fix "No tags" filter raises an error
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* Fix slow loading speed for UI experiment comparison scalars
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* Fix some UI experiment sometimes missing plots
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* Fix delete not working in batch action bar in UI models tables
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* Fix dequeue not working from UI experiment table batch action bar
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* Fix UI plots and scalars are displayed in reset experiments
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* Fix embedded scalar comparison plot does not display metric variant in maximized view in UI Reports
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* Fix "Copy embed code" not working properly in comparison plot
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* Fix incorrect plot name is displayed when expanding UI scalar plots
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* Fix task IDs not displayed in UI experiment comparison graph titles and legends
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* Fix single-value scalar plot not displaying "Download CSV" button when embedded in UI report
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* Fix UI dashboard search returns results from team’s work when "My Work" filter is enabled.
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* Fix UI experiment table compare view does not persist
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* Fix UI Workers and Queues displaying incorrect statistics
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* Fix UI experiment scalar comparison missing active filter indicator
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* Fix UI scalar value comparison sometimes displays empty page
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* Fix UI embedded plots missing titles and axis labels
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* Fix missing status filter in UI All Models table
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* Fix UI pipeline table "No value" selection does not work with version filter
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* Fix UI experiment table compare view presents plots from unselected experiments
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* Fix using filter causes UI experiment console to jump
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