BUG: Fix renaming of outputs folders in Azure ML #258
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dccastro
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mebristo
approved these changes
Mar 22, 2022
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Adds a
health_azure.utils.replace_directory()function to enable "renaming" folders in AML runs (in practice: clear destination, copy contents, delete originals). The special logic is necessary because blob storage does not allow directly moving/renaming files.This change should fix an issue with
DeepMILOutputsHandlerrunning in AML, whereby it needs to move previous-best validation outputs to a temporary folder to avoid partial overwrites.