title: 'Azure BlobFS Data Connector' sidebar_label: 'Azure BlobFS Data Connector' description: 'Azure BlobFS Data Connector Documentation' tags:
The Azure BlobFS (ABFS) Data Connector enables federated SQL queries on files stored in Azure Blob-compatible endpoints. This includes Azure BlobFS (abfss://) and Azure Data Lake (adl://) endpoints.
When a folder path is provided, all the contained files will be loaded.
File formats are specified using the file_format parameter, as described in Object Store File Formats.
fromDefines the ABFS-compatible URI to a folder or object:
from: abfs://<container>/<path> with the account name configured using abfs_account parameter, orfrom: abfs://<container>@<account_name>.dfs.core.windows.net/<path>nameDefines the dataset name, which is used as the table name within Spice.
Example:
The dataset name cannot be a reserved keyword.
params| Parameter name | Description |
|---|---|
file_format | Specifies the data format. Required if not inferrable from from. Options: parquet, csv. Refer to Object Store File Formats for details. |
abfs_account | Azure storage account name |
abfs_sas_string | SAS (Shared Access Signature) Token to use for authorization |
abfs_endpoint | Storage endpoint, default: https://{account}.blob.core.windows.net |
abfs_use_emulator | Use true or false to connect to a local emulator |
abfs_authority_host | Alternative authority host, default: https://login.microsoftonline.com |
abfs_proxy_url | Proxy URL |
The following parameters are used when authenticating with Azure. Only one of these parameters can be used at a time:
abfs_access_keyabfs_bearer_tokenabfs_client_secretabfs_skip_signatureIf none of these are set the connector will default to using a managed identity
| Parameter name | Description |
|---|---|
abfs_access_key | Secret access key |
abfs_bearer_token | BEARER access token for user authentication. The token can be obtained from the OAuth2 flow (see access token authentication). |
abfs_client_id | Client ID for client authentication flow |
abfs_client_secret | Client Secret to use for client authentication flow |
abfs_tenant_id | Tenant ID to use for client authentication flow |
abfs_skip_signature | Skip credentials and request signing for public containers |
abfs_msi_endpoint | Endpoint for managed identity tokens |
abfs_federated_token_file | File path for federated identity token in Kubernetes |
abfs_use_cli | Set to true to use the Azure CLI to acquire access tokens |
| Parameter name | Description |
|---|---|
abfs_max_retries | Maximum retries |
abfs_retry_timeout | Total timeout for retries (e.g., 5s, 1m) |
abfs_backoff_initial_duration | Initial retry delay (e.g., 5s) |
abfs_backoff_max_duration | Maximum retry delay (e.g., 1m) |
abfs_backoff_base | Exponential backoff base (e.g., 0.1) |
ABFS connector supports three types of authentication, as detailed in the authentication parameters
Configure service principal authentication by setting the abfs_client_secret parameter.
client secret under Certificates & secrets.Access Control (IAM), this can typically be done using the Storage Blob Data Reader built-in role.Configure service principal authentication by setting the abfs_access_key parameter to Azure Storage Account Access Key
Configure access token authentication by setting the abfs_bearer_token parameter, typically obtained through the following the OAuth2 flow with spice login abfs.
API permissions, add the permission: Azure Storage - user_impersonation.Authentication, add http://localhost as Mobile and desktop applications redirect URI.Access Control (IAM), this can typically be done using the Storage Blob Data Reader built-in role.abfs_bearer_token using the following command. The abfs_bearer_token, abfs_client_id, abfs_tenant_id will be automatically filled in environment secret after login. Refere to [spice login(../../cli/reference/login) documentation for more details.Specify the file format using file_format parameter. More details in Object Store File Formats.
Spice integrates with multiple secret stores to help manage sensitive data securely. For detailed information on supported secret stores, refer to the [secret stores documentation(../secret-stores). Additionally, learn how to use referenced secrets in component parameters by visiting the [using referenced secrets guide(../secret-stores#using-secrets).
abfs_proxy_ca_certificate | CA certificate for the proxy |
abfs_proxy_exludes | A list of hosts to exclude from proxy connections |
abfs_disable_tagging | Disable tagging objects. Use this if your backing store doesn't support tags |
allow_http | Allow insecure HTTP connections |
hive_partitioning_enabled | Enable partitioning using hive-style partitioning from the folder structure. Defaults to false |
schema_source_path | Specifies the URL used to infer the dataset schema. Default to the most recently modified file |