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Co-authored-by: Prajwal Pandit <prajwalpandit@Prajwals-MacBook-Air.local>
2024-09-02 10:22:51 +05:30

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Databricks /connectors/database/databricks

{% connectorDetailsHeader name="Databricks" stage="PROD" platform="OpenMetadata" availableFeatures=["Metadata", "Query Usage", "Lineage", "Column-level Lineage", "Data Profiler", "Data Quality", "dbt", "Tags"] unavailableFeatures=["Owners", "Stored Procedures"] / %}

{% note %} As per the documentation here, note that we only support metadata tag extraction for databricks version 13.3 version and higher. {% /note %}

In this section, we provide guides and references to use the Databricks connector.

Configure and schedule Databricks metadata and profiler workflows from the OpenMetadata UI:

{% partial file="/v1.5/connectors/ingestion-modes-tiles.md" variables={yamlPath: "/connectors/database/databricks/yaml"} /%}

{% partial file="/v1.5/connectors/external-ingestion-deployment.md" /%}

Unity Catalog

If you are using unity catalog in Databricks, then checkout the Unity Catalog connector.

Metadata Ingestion

{% partial file="/v1.5/connectors/metadata-ingestion-ui.md" variables={ connector: "Databricks", selectServicePath: "/images/v1.5/connectors/databricks/select-service.png", addNewServicePath: "/images/v1.5/connectors/databricks/add-new-service.png", serviceConnectionPath: "/images/v1.5/connectors/databricks/service-connection.png", } /%}

{% stepsContainer %} {% extraContent parentTagName="stepsContainer" %}

Connection Details

  • Host and Port: Enter the fully qualified hostname and port number for your Databricks deployment in the Host and Port field.
  • Token: Generated Token to connect to Databricks.
  • HTTP Path: Databricks compute resources URL.
  • connectionTimeout: The maximum amount of time (in seconds) to wait for a successful connection to the data source. If the connection attempt takes longer than this timeout period, an error will be returned.
  • Catalog: Catalog of the data source(Example: hive_metastore). This is optional parameter, if you would like to restrict the metadata reading to a single catalog. When left blank, OpenMetadata Ingestion attempts to scan all the catalog.
  • DatabaseSchema: databaseSchema of the data source. This is optional parameter, if you would like to restrict the metadata reading to a single databaseSchema. When left blank, OpenMetadata Ingestion attempts to scan all the databaseSchema.

{% partial file="/v1.5/connectors/database/advanced-configuration.md" /%}

{% /extraContent %}

{% partial file="/v1.5/connectors/test-connection.md" /%}

{% partial file="/v1.5/connectors/database/configure-ingestion.md" /%}

{% partial file="/v1.5/connectors/ingestion-schedule-and-deploy.md" /%}

{% /stepsContainer %}

{% partial file="/v1.5/connectors/troubleshooting.md" /%}

{% partial file="/v1.5/connectors/database/related.md" /%}