Explanation Box 1: register_azure_blob_container Register an Azure Blob Container to the datastore. Box 2: create_if_not_exists = False Create the file share if it does not exists, defaults to False. Reference: https://docs.microsoft.com/en-us/python/api/azureml-core/azureml.core.datastore.datastore