mirror of
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97 lines
4.9 KiB
Markdown
97 lines
4.9 KiB
Markdown
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---
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title: Version 1.6
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---
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### ClearML 1.6.4
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**Bug Fix**
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* Fix `APIClient` fails when calling `get_all` endpoints with API 2.20 (affects CLI tools such as `clearml-session`)
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### ClearML 1.6.3
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**New Features and Improvements**
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* Add option to specify an endpoint URL when creating S3 resource service ([ClearML GitHub issue #673](https://github.com/allegroai/clearml/issues/673))
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* Add support for providing `ExtraArgs` to boto3 when uploading files using the `sdk.aws.s3.extra_args` configuration option
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* Add support for Server API 2.20
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* Add `Task.get_num_enqueued_tasks()` to get the number of tasks enqueued in a specific queue
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* Add support for updating model metadata using `Model.set_metadata()`, `Model.get_metadata()`, `Model.get_all_metadata()`,
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`Model.get_all_metadata_casted()`, and `Model.set_all_metadata()`
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* Add `Task.get_reported_single_value()`
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* Add a retry mechanism for models and artifacts upload
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* Pipelines with empty configuration takes it from code
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* Add support for running pipeline steps on preemptible instances
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* Datasets
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* Add description to Datasets
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* Add wild-card support in `clearml-data`
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**Bug Fixes**
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* Fix dataset download ([ClearML GitHub issue #713](https://github.com/allegroai/clearml/issues/713))
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* Fix lock is not released after dataset cache is downloaded ([ClearML GitHub issue #671](https://github.com/allegroai/clearml/issues/671))
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* Fix deadlock might occur when using process pool large number processes ([ClearML GitHub issue #674](https://github.com/allegroai/clearml/issues/674))
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* Fix 'series' not appearing on UI when using `logger.report_table()` ([ClearML GitHub issue #684](https://github.com/allegroai/clearml/issues/684))
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* Fix `Task.init()` docstring to include behavior when executing remotely ([ClearML GitHub PR #737](https://github.com/allegroai/clearml/pull/737))
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* Fix `KeyError` when running remotely and no params were passed to click ([ClearML Agent GitHub issue #111](https://github.com/allegroai/clearml-agent/issues/111))
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* Fix full path is stored when uploading a single artifact file
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* Fix passing non-alphanumeric filename in `sdk.development.detect_with_pip_freeze`
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* Fix Python 3.6 and 3.10 support
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* Fix mimetype cannot be `None` when uploading to S3
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* Pipelines
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* Fix pipeline DAG
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* Add support for pipelines with spot instances
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* Fix pipeline proxy object is always resolved in main pipeline logic
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* Fix pipeline steps with empty configuration should try and take it from code
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* Fix wait for jobs based on local/remote pool frequency
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* Fix `UniformIntegerParameterRange.to_list()` ignores min value
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* Fix pipeline component returning a list of length 1
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* Datasets
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* Fix `Dataset.get()` does not respect `auto_create`
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* Fix getting datasets fails with new ClearML Server v1.6
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* Fix datasets can't be queried by project/name alone
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* Fix adding child dataset to older parent dataset without stats
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* Fix error when connecting an input model
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* Fix deadlocks, including:
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* Change thread Event/Lock to a process fork safe threading objects
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* Use file lock instead of process lock to avoid future deadlocks since python process lock is not process safe
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(killing a process holding a lock will Not release the lock)
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* Fix `StorageManager.list()` on a local Windows path
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* Fix model not created in the current project
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* Fix `keras_tuner_cifar` example raises DeprecationWarning and ValueError
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### ClearML 1.6.2
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**Bug Fix**
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* Fix format string construction sometimes causing delayed evaluation errors ([ClearML GitHub issue #706](https://github.com/allegroai/clearml/issues/706))
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### ClearML 1.6.1
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**Bug Fixes**
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* Fix `Task.get_tasks()` fails when sending `search_hidden=False`
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* Fix LightGBM example shows UserWarning
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### ClearML 1.6.0
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**New Features and Improvements**
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* New Hyperparameter Optimization CLI `clearml-param-search`
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* Improvements to ClearML Data
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* Add support for a new ClearML Data UI in the ClearML WebApp
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* Add `clearml-data` new options set-description and rename
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* Add random seed control using `Task.set_random_seed()` allowing to set a new random seed for task initialization or
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to disable it
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* Improve error messages when failing to download an artifact
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* Improve error messages when testing for permissions
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**Bug Fixes**
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* Fix axis range settings when logging plots
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* Fix `Task.get_project()` to return more than 500 entries ([ClearML GitHub issue #612](https://github.com/allegroai/clearml/issues/612))
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* Fix pipeline progress calculation
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* Fix `StorageManager.upload_folder()` returns `None` for both successful and unsuccessful uploads
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* Fix script path capturing stores a relative path and not an absolute path
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* Fix HTML debug samples are saved incorrectly on S3
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* Fix Hydra deprecation warning in examples
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* Fix missing requirement for TensorBoardX example
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**Known Issues**
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* When removing an image from a Dataset, its preview image won't be removed
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* Moving Datasets between projects still shows the Dataset in the old project
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