--- title: Version 1.7 --- ### ClearML SDK 1.7.2 **New Features and Improvements** * Support running Jupyter Notebook inside a git repository (repository will be referenced without uncommitted changes and Jupyter Notebook will be stored on plain code as uncommitted changes) * Add Jupyter Notebook fail warning * Allow pipeline steps to return string paths without them being treated as a folder artifact and zipped [ClearML GitHub issue #780](https://github.com/allegroai/clearml/issues/780) * Remove `future` from Python 3 requirements **Bug Fixes** * Fix exception raised when using `ThreadPool` [ClearML GitHub issue #790](https://github.com/allegroai/clearml/issues/790) * Fix Pyplot/Matplotlib binding reports incorrect line labels and colors [ClearML GitHub issue #791](https://github.com/allegroai/clearml/issues/791) * Pipelines * Fix crash when running cloned pipeline that invokes a step twice [ClearML GitHub issue #769](https://github.com/allegroai/clearml/issues/769) * Fix pipeline argument becomes `None` if default value is not set * Fix `retry_on_failure` callback does nothing when specified on `PipelineController.add_step()` * Fix pipeline clone logic * Jupyter Notebook * Fix support for multiple Jupyter servers running on the same machine * Fix issue with old/new notebook packages installed * Fix local cache with access rules disabling partial local access * Fix `Task.upload_artifact()` fails uploading pandas `DataFrame` * Fix relative paths in examples [ClearML GitHub PR #787](https://github.com/allegroai/clearml/issues/787) ### ClearML Server 1.7.0 **New Features and Improvements** * Add “Sync comparison” to UI experiment debug samples comparison: Control metric/iteration for all compared experiments [ClearML GitHub issue #691](https://github.com/allegroai/clearml/issues/691) * Support serving UI from a non-root path of the ClearML Server [ClearML Helm Charts issue #101](https://github.com/allegroai/clearml-helm-charts/issues/101) & [ClearML Server issue #135](https://github.com/allegroai/clearml-server/issues/135). * Add UI option for hiding “secret” experiment container arguments [ClearML Server GitHub issue #146](https://github.com/allegroai/clearml-server/issues/146) * Add UI tables switch to detail mode through double-click [ClearML Server GitHub issue #134](https://github.com/allegroai/clearml-server/issues/134) * Add customizable user activity timeout for UI logout * Add UI navigation from experiment comparison back to originating experiment table * Improve UI scalar comparison graph configuration - Persist user’s choice for viewing graph data. * Add model IDs display in UI experiment artifact tab * Add dataset description to UI dataset information display **Bug Fixes** * Fix UI experiment Hyperparameter tab’s inefficient use of screen real estate [ClearML GitHub issue #705](https://github.com/allegroai/clearml/issues/705) * Fix navigating to an archived experiment's configuration causes UI to return to non-archived view [ClearML Server GitHub issue #148](https://github.com/allegroai/clearml-server/issues/148) * Fix metric storage failure when large amount of metrics logged * Fix UI plots downloaded as PNGs don't contain legends * Fix UI plot colors can’t be changed when colors are specified in code * Fix experiment table hyperparameter column sorting fails when hyperparameter includes "." * Fix artifacts aren't deleted when experiment is reset * Fix UI project cards displaying incorrect task counts when "Show Hidden Projects" is enabled * Fix changing UI filter to "My Work" within a project page causes main project to become undefined * Fix clicking project with only hidden sub-projects doesn't navigate to the project's UI page * Fix multiple UI projects can have same name * Fix UI experiment plot legends disappear when plots take up whole row * Fix cloning an experiment into a different project does not navigate to the new project * Fix queue menu automatically opens when UI enqueue modal is opened * Fix can't dequeue experiments from deleted queue. * Fix UI Dataset content previews displays "No preview" message while previews are loading ### ClearML SDK 1.7.1 **New Features and Improvements** * Add callback option for pipeline step retry **Bug Fixes** * Fix Python Fire binding * Fix Dataset failing to load helper packages should not crash * Fix `Dataset.get_local_copy()` is allowed for a non-finalized dataset * Fix `Task.upload_artifact()` does not upload empty lists/tuples * Fix pipeline retry mechanism interface * Fix Python <3.5 compatibility * Fix local cache warning (should be a debug message) ### ClearML SDK 1.7.0 **New Features and Improvements** * ClearML Data: Support providing list of links * Upload artifacts with a custom serializer [ClearML GitHub issue #689](https://github.com/allegroai/clearml/issues/689) * Allow user to specify extension when using custom serializer functions (for artifacts) * Skip server URL verification in `clearml-init` wizard process * When calling `Dataset.get()` without "alias" field, tell user that he can use alias to log it in the UI * Add support for mmcv for logging models * Add support for Azure and GCP storage in `task.setup_upload()` * Support pipeline retrying tasks which are failing on suspected non-stable failures * Better storage (AWS, GCP) internal load balancing and configurations * Add `Task.register_abort_callback` **Bug Fixes** * Allow getting datasets with non-semantic versioning [ClearML GitHub issue #776](https://github.com/allegroai/clearml/issues/776) * Fix interactive plots (instead of a generated png) * Fix Python 2.7 support * Fix clearml datasets `list` functionality * Fix `Dataset.init` to not modify task (to `Dataset.create`) * Fix failure with large files upload on HTTPS * Fix 3d plots with plt shows 2d plot on task results page * Fix uploading files with project's `default_upload_destination` [ClearML GitHub issue #734](https://github.com/allegroai/clearml/issues/734) * Fix broken Matplotlib reporting - using logarithmic scale breaks reporting * Fix wildcard support in `clearml-data` CLI * Fix `report_histogram` - does not show "horizontal" orientation [ClearML GitHub issue 699](https://github.com/allegroai/clearml/issues/699) * Fix table reporting - when using `logger.report_table(title, series, iteration, etc)`, the `series` arg does not appear in UI [ClearML GitHub issue 684](https://github.com/allegroai/clearml/issues/684) * Fix artifacts (and models) use task's original name and not new name * Fix very long filenames from s3 can't be downloaded (with `get_local_copy()`) * Fix overwrite of existing output models on pipeline task with `monitor_models` [ClearML GitHub issue #757](https://github.com/allegroai/clearml/issues/757)