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115 lines
7.0 KiB
Markdown
115 lines
7.0 KiB
Markdown
---
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title: Version 1.14
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---
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### ClearML SDK 1.14.4
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**Bug Fixes**
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* Fix AWS S3 configuration `secure` property not forwarded in `StorageHelper` ([ClearML GitHub PR #1205](https://github.com/allegroai/clearml/pull/1205))
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* Fix `NVIDIA_VISIBLE_DEVICES=all` env var value will result in no GPU metrics being reported
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* Fix setting `output_uri` when an AWS S3 config section with `secure=false` exists raises an error
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* Fix `CacheManager` attempts to clear cache when file limit has not been reached resulting in slow unnecessary checks
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### ClearML Server 1.14.1
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**New Features and Improvements**
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* Add support for serving UI from a subpath
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* Change default cookie `SameSite` setting to `Lax`
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**Bug Fixes**
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* Fix clicking on UI Metric Snapshot datapoint does not navigate to experiment ([ClearML Server GitHub issue #228](https://github.com/allegroai/clearml-server/issues/228))
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* Fix some APIs not sanitizing query parameters
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* Fix downloading UI experiment console log sometimes returns an older file
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* Fix UI experiment plot comparison displays duplicates of image plots
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* Fix missing experiment labels in UI experiment plot comparison
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* Fix starting time not updating for some tasks
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### ClearML SDK 1.14.3
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**New Features and Bug Fixes**
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* Add hash check for pickle files (resolves [CVE-2024-24590](https://github.com/advisories/GHSA-cpcw-9h9m-wqw9))
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* Fix `clearml-task` relative paths calculation when `--cwd`, `--folder`, and `--script` are provided ([ClearML GitHub issue #1160](https://github.com/allegroai/clearml/issues/1160))
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* Fix regression causing an error when `secure` is provided in AWS S3 bucket settings
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### ClearML SDK 1.14.2
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**New Features and Improvements**
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* Report upload/download with `tqdm` if installed
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* Add support for a `PipelineController.version` property
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* Add support for specifying an AWS profile when providing bucket storage credentials
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* Add an `ignore_remote_overrides` argument to `Task.connect()` and `Task.connect_configuration()` allowing users to
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disable overriding values when running remotely
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* Add support for setting a custom certificate path using the `CLEARML_API_HOST_VERIFY_CERT` environment variable
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(instead of just allowing the user to disable verification)
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* Add dataset reporting example ([ClearML GitHub PR #1180](https://github.com/allegroai/clearml/pull/1180))
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**Bug Fixes**
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* Fix missing component callbacks on multiple step calls ([ClearML GitHub PR #1195](https://github.com/allegroai/clearml/pull/1195))
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* Fix unsafe usage of `tempfile.mktemp`
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* Fix potential path traversal on file download ([CVE-2024-24591](https://github.com/advisories/GHSA-m95h-p4gg-wfw3))
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* Fix Python 3.12 support by not using `distutils`
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* Fix `TaskScheduler` does not save local state before running remotely
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* Fix pipeline should continue instead of aborting when `PipelineController.abort_on_failure` is set to `False` and a
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step has been aborted
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* Fix HPO crashes when its corresponding task is initialized with `continue_last_task=True`
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### ClearML SDK 1.14.1
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**Bug Fixes**
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* Fix created pipelines do not appear in the UI pipelines section
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### ClearML SDK 1.14.0
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**New Features and Improvements**
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* Add support for decorated pipeline steps ([ClearML GitHub issue #1154](https://github.com/allegroai/clearml/issues/1154))
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* Improve `torch.distributed` behavior and auto-detect Huggingface accelerate distributed execution
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* Improve `jsonargparse` integration: `allow_config_file_override_from_ui` argument added for enabling/disabling
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overriding configuration file entries
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* Add `raise_on_error` parameter to `Model.update_weights()` and `Model.update_weights_package()`
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* Add HPO multi-objective optimization support by specifying multiple optimization objectives to the HyperParameterOptimizer class
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* Improve pipelines from functions: libraries used by pipeline steps no longer have to be imported in the step itself
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and can be imported globally instead
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* Support clearing repository details in `Task.set_repo()`
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* Auto-detect `tensorflow-intel` as `tensorflow`
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* Add support for auto-detecting `torch` and transformers `accelerate` distributed execution
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* Add tabular data multi-stage pipeline process example
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**Bug Fixes**
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* Fix `langchain` integration ([ClearML GitHub issues #1124](https://github.com/allegroai/clearml/issues/1124) and [ClearML GitHub issue #1126](https://github.com/allegroai/clearml/issues/1126))
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* Fix using `target_project` with `TaskScheduler.add_task()` corrupts project if used with pipelines ([ClearML GitHub issue #1137](https://github.com/allegroai/clearml/issues/1137))
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* Fix `PipelineController.add_function_step()` fails when adding custom decorated step ([ClearML GitHub issue #1154](https://github.com/allegroai/clearml/issues/1154))
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* Fix `jsonargparse` binding does not capture parameters before `Task.init()` is called ([ClearML GitHub issue #1164](https://github.com/allegroai/clearml/issues/1164))
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* Fix invalid `jsonargparse` arguments should be deleted
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* Fix handling of appended parameters to Hydra defaults list
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* Fix `Task.set_repo()` and `Task.set_packages()` do not wait for automatic asynchronous repository detection
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* Fix active GPU filtering in resource monitor to support GPU ID and not just GPU idx
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* Fix misleading error raised when using the SDK with no configuration file or an invalid configuration file
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* Fix process sometimes hangs issue by improving exit and exception handlers, unregistering signal handling in child
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processes except for the `BackgroundMonitor`
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### ClearML Server 1.14.0
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**New Features and Improvements**
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* New UI experiment table comparative view: compare plots and scalars of all selected experiments
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* Add UI experiment display of original python requirements along with actual packages used ([ClearML GitHub issue #793](https://github.com/allegroai/clearml/issues/793))
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* Add UI project metric snapshot support for multiple metrics
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* Add compressed UI experiment table info panel mode displaying only experiment name and status
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* Add "x unified" hover mode to UI plots
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* Add experiment hyperparameter UI section dataset IDs link to datasets page
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* Make all URLs clickable in UI experiment artifacts
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* Redesign WebApp tabs: tabs now appear in UI header
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* Add option to force setting original task as clone's parent when cloning a task
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**Bug Fixes**
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* Fix CVE-2023-45133 Web App vulnerability
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* Fix "select all" in UI dataset archive displays count of all archived and unarchived experiments
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* Fix hyperparameter keys with dots in their names displayed incorrectly in UI experiment table and task info
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* Fix UI experiment scalar comparison raising error
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* Fix "Project" column redundantly appears inside a specific project's model table
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* Fix UI models with many labels slowing down web app
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* Fix simple UI plots (scatter, bar, etc.) in experiment comparisons not merging by experiment
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* Fix UI pipeline details panel does not display information
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* Fix UI plot "Show/hide" legend button sometimes disappears
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* Fix can't select root project in UI report creation modal when workspace has no projects
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* Fix "load more" button displayed unnecessarily in UI object tables
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* Fix archive action in UI dataset table archives unselected datasets
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