How to Delete Data Backing a Dataset

asked 2021-04-30T16:31:26.227+00:00
Jeremiah Adams 166 Reputation points

How do I delete the data backing a dataset?

I've got a ton of datasets our data scientist created. Some of these are good, but most are no longer relevant. These are growing and I want to delete these since they cost money to store.

I think these files located in "blobstore-<UUID>/UI" may be backing files. There are *.csv files.
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What are these files located in "blobstore-<UUID>/azureml?
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Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
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  1. answered 2021-05-03T13:45:33.607+00:00
    Ramr-msft 10,061 Reputation points Microsoft Employee

    @Jeremiah Adams Thanks for the question. If you wish to delete the file in Blob storage, you can do that via Azure Storage Explorer/the portal provided you have the appropriate permissions to that storage service.

    This is in fact by design that “unregister” doesn’t actually delete your underlying storage; since an Azure ML Dataset is a reference point to your data in storage, this means we don’t copy your data to your workspace so no extra storage cost is incurred. This also helps safeguard against accidentally deleting files in storage when cleaning up assets in an Azure ML workspace.

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