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