--- title: Version 1.5 --- ### ClearML SDK 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 ### ClearML Server 1.5.0 **New Features and Improvements** * Redesign UI tables info panel: * Redesign experiment status banner * Display all experiment tabs in single line * Move experiment action buttons to the top right * Add UI adherence to user specified plot dimensions [ClearML GitHub issue #587](https://github.com/allegroai/clearml/issues/587) * Add row highlight to experiment textual comparison UI [ClearML GitHub issue #581](https://github.com/allegroai/clearml/issues/581) * Add UI "Delete" action for Pipelines * Add UI indicator for task and pipeline progress * Add UI API credentials label "Edit" action * Add option to create queues on-the-fly when enqueuing tasks in UI * Add "Number of Workers" column to UI queues table * Add pipeline results to UI dashboard search **Bug Fixes** * Fix UI experiment debug samples disappearing after refresh [ClearML Server GitHub issue #136](https://github.com/allegroai/clearml-server/issues/136) * Fix deleting tasks sometimes raises errors [ClearML GitHub issue #632](https://github.com/allegroai/clearml/issues/632) * Fix only partial task log shown when running on ES with multiple shards * Fix move task to trash is not thread-safe * Fix UI Project overview metric snapshot not showing * Fix no progress indicator when performing off-screen selection in UI experiments table * Fix removing long pipeline tags doesn't work * Fix UI experiment scalar comparison graph titles are cropped with no available tooltips * Fix UI model table status column filters incorrectly when multiple statuses are selected. * Fix unreadable plot data causes UI to crash * Fix UI project cards displaying incorrect task counts * Fix hover over system tags doesn't display full tag name * Fix `.txt` file debug sample previews are unreadable * Fix UI table/info-panel toggle doesn't update when clicking project breadcrumbs * Fix UI experiment debug samples leave artifacts when empty