--- title: Version 1.7 --- ### ClearML Agent 1.7.0 **New Features** * Add `agent.docker_args_extra_precedes_task` and `agent.protected_docker_extra_args` configuration settings to prevent the same switch to be used by both `agent.extra_docker_args` and a Task's docker args * Add `agent.resource_monitoring.disk_use_path` configuration option to allow monitoring a different volume than the one containing the home folder * Change default `agent.enable_git_ask_pass` to `true` * Add example and support for pre-built containers including services-mode support with overrides `CLEARML_AGENT_FORCE_CODE_DIR` and `CLEARML_AGENT_FORCE_EXEC_SCRIPT` * Add `CLEARML_AGENT_SERVICE_TASK=1` environment variable in case of running a service task * Add `CLEARML_AGENT_TEMP_STDOUT_FILE_DIR` to allow specifying temp dir used for storing agent log files and temporary log files (daemon and execution) * Update GPU stats and pynvml support * Add git clone verbosity using `CLEARML_AGENT_GIT_CLONE_VERBOSE` environment variable * k8s glue * Add status reason when aborting before moving to `k8s_scheduler` queue * When cleaning up pending pods, verify task is still aborted and pod is still pending before deleting the pod * Set worker ID in k8s pod execution **Bug Fixes** * Fix `agent.package_manager.poetry_install_extra_args` are used in all Poetry commands and not just in `install` ([ClearML Agent GitHub issue #173](https://github.com/allegroai/clearml-agent/issues/173)) * Fix if process return code is SIGKILL (-9 or 137) and abort callback was called, do not mark as failed but as aborted * Fix `agent.git_host` setting will cause git@domain URLs to not be replaced by SSH URLs since furl cannot parse them to obtain host * Fix an environment variable that should be set with a numerical value of 0 (i.e. end up as `"0"` or `"0.0"`) is set to an empty string * Fix `agent.package_manager.extra_index_url` URLs are not sanitized in configuration printout * Fix recursion issue when deep-copying a session * k8s glue * Fix k8s glue configuration might be contaminated when changed during apply * Fix `KeyError` if container does not contain the arguments field ### 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) and [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))