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df = update ABFS instead of WASB, update your URIs.
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following code examples show how you can use the DataFrames API and Databricks Utilities to interact with a named directory within a container. The directory name is optional, and can specify multiple nested directories relative to the container.
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All WASB driver URIs specify the container and storage account names.
The Apache Spark DataFrame API can use credentials configured at either the notebook or cluster level. (Īccess Azure Blob Storage using the DataFrame API You can use SAS tokens to configure limited access to a single container in a storage account that expires at a specific time. Setting Azure Blob Storage credentials with a Shared Access Signature (SAS) For more information, see Connect to Azure Data Lake Storage Gen2 and Blob Storage.
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You can upgrade account key URIs to use ABFS. While this pattern is useful for prototyping, avoid using it in production to reduce risks associated with granting unrestricted access to production data.
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Setting Azure Blob Storage credentials with a storage account access keyĪ storage account access key grants full access to all containers within a storage account. Credentials passed at the notebook level are available to all users with access to that notebook. To configure notebook-scoped credentials, use (). Credentials set at the cluster level are available to all users with access to that cluster. To configure cluster credentials, set Spark configuration properties when you create the cluster. Use ABFS for the best security and performance when interacting with Azure Blob Storage. Scoped to the cluster in the Spark configurationĭatabricks recommends upgrading all your connections to use ABFS to access Azure Blob Storage, which provides similar access patterns as WASB.Secrets are available to all users with access to the containing secret scope. (If you are reading data from a public storage account, you do not need to configure credentials).ĭatabricks recommends using secrets whenever you need to pass credentials in Azure Databricks. The WASB driver allows you to use either a storage account access key or a Shared Access Signature (SAS). Databricks recommends using ABFS for all connections to Azure Blob Storage. This article provides documentation for maintaining code that uses the WASB driver. ABFS has numerous benefits over WASB see Azure documentation on ABFS. If you'd like help with any issues, please visit vs.co/help to submit a ticket.Microsoft has deprecated the Windows Azure Storage Blob driver (WASB) for Azure Blob Storage in favor of the Azure Blob Filesystem driver (ABFS) see Connect to Azure Data Lake Storage Gen2 and Blob Storage. Your VSCO membership will automatically renew unless cancelled before the end of the trial period. Once the trial is over, you’ll be charged an annual subscription fee.
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