clearml-docs/docs/release_notes/ver_1_7.md

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Version 1.7

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
• 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
• 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
• 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
• Fix table reporting - when using logger.report_table(title, series, iteration, etc), the series arg does not appear in UI ClearML GitHub issue 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