Azure Databricks：无法连接到 Azure Data Lake Storage Gen2

Question

I have Storage account kagsa1 with container cont1 inside and need it to accessible (mounted) via Databricks

If I use storage account key in KeyVault it works correctly:

configs = {
    "fs.azure.account.key.kagsa1.blob.core.windows.net":dbutils.secrets.get(scope = "kv-db1", key = "storage-account-access-key")
}

dbutils.fs.mount(
  source = "wasbs://cont1@kagsa1.blob.core.windows.net",
  mount_point = "/mnt/cont1",
  extra_configs = configs)

dbutils.fs.ls("/mnt/cont1")

..but if I'm trying to connect using Azure Active Directory credentials:

configs = {
"fs.azure.account.auth.type": "CustomAccessToken",
"fs.azure.account.custom.token.provider.class": spark.conf.get("spark.databricks.passthrough.adls.gen2.tokenProviderClassName")
}

dbutils.fs.ls("abfss://cont1@kagsa1.dfs.core.windows.net/")

..it fails:

ExecutionError: An error occurred while calling z:com.databricks.backend.daemon.dbutils.FSUtils.ls.
: GET https://kagsa1.dfs.core.windows.net/cont1?resource=filesystem&maxResults=5000&timeout=90&recursive=false
StatusCode=403
StatusDescription=This request is not authorized to perform this operation using this permission.
ErrorCode=AuthorizationPermissionMismatch
ErrorMessage=This request is not authorized to perform this operation using this permission.

Databrics Workspace tier is Premium,
Cluster has Azure Data Lake Storage Credential Passthrough option enabled,
Storage account has hierarchical namespace option enabled,
Filesystem was initialized with

spark.conf.set("fs.azure.createRemoteFileSystemDuringInitialization", "true")
dbutils.fs.ls("abfss://cont1@kagsa1.dfs.core.windows.net/")
spark.conf.set("fs.azure.createRemoteFileSystemDuringInitialization", "false")

and I have full access to container in storage account:

What am I doing wrong?

Answer 1

Note: When performing the steps in the Assign the application to a role, make sure to assign the Storage Blob Data Contributor role to the service principal.

As part of repro, I have provided owner permission to the service principal and tried to run the “ dbutils.fs.ls("mnt/azure/") ”, returned same error message as above.

Now assigned the Storage Blob Data Contributor role to the service principal.

Finally, able to get the output without any error message after assigning Storage Blob Data Contributor role to the service principal.

For more details, refer “ Tutorial: Azure Data Lake Storage Gen2, Azure Databricks & Spark ”.

Reference: Azure Databricks - ADLS Gen2 throws 403 error message .