--- title: Version 1.5 --- ### ClearML 1.5.0 **New Features and Improvements** * Add support for single value metric reporting ClearML GitHub issue ([ClearML GitHub issue #400](https://github.com/allegroai/clearml/issues/400)) * Add support for specifying parameter sections in `PipelineDecorator` ([ClearML GitHub issue #629](https://github.com/allegroai/clearml/issues/629)) * Add support for parallel uploads and downloads (upload / download and zip / unzip of artifacts) * Add support for specifying execution details (repository, branch, commit, packages, image) in `PipelineDecorator` * Bump PyJWT version due to "*Key confusion through non-blocklisted public key formats*" vulnerability * Add support for AWS Session Token (using boto3's `aws_session_token` argument) **Bug Fixes** * Fix `Task.get_projects()` retrieves only the first 500 results ([ClearML GitHub issue #612](https://github.com/allegroai/clearml/issues/612)) * Fix failure to delete artifacts stored in Azure ([ClearML GitHub issue #660](https://github.com/allegroai/clearml/issues/660)) * Fix Process Pool hangs at exit ([ClearML GitHub issue #674](https://github.com/allegroai/clearml/issues/674)) * Fix number of unpacked values when syncing a dataset ([ClearML GitHub issue #682](https://github.com/allegroai/clearml/issues/682)) * Fix FastAI DeprecationWarning ([ClearML GitHub PR #683](https://github.com/allegroai/clearml/issues/683)) * Fix `StorageManager.download_folder()` crash * Fix pipelines can't handle `None` return value * Fix pre-existing pipeline raises an exception * Fix deprecation warning in the `image_reporting` example * Fix patches are kept binded after `Task.close()` is called * Fix running pipeline code remotely without first running it locally (i.e. no configuration on the Task) * Fix local task execution with empty working directory * Fix permission check fails when using local storage folder that does not exist * Fix pipeline `add_function_step` breaks in remote execution * Fix wrong mimetype used for any file or folder uploaded to S3 using `StorageManager` * Add missing default `default_cache_manager_size` in configuration files