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Add release notes SDK 1.6.3 (#304)
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title: Version 1.6
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---
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### ClearML SDK 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/708)
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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 Server 1.6.0
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**New Features and Improvements**
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* New ClearML Datasets UI pages for tracking dataset versions and exploring version lineage and contents
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