Access Live Databricks Data in TIBCO Data Virtualization

TIBCO Data Virtualization (TDV) is an enterprise data virtualization solution that orchestrates access to multiple and varied data sources. When paired with the CData TIBCO DV Adapter for Databricks, you get federated access to live Databricks data directly within TIBCO Data Virtualization. This article walks through deploying an adapter and creating a new data source based on Databricks.

With built-in optimized data processing, the CData TIBCO DV Adapter offers unmatched performance for interacting with live Databricks data. When you issue complex SQL queries to Databricks, the adapter pushes supported SQL operations, like filters and aggregations, directly to Databricks. Its built-in dynamic metadata querying allows you to work with and analyze Databricks data using native data types.

Deploy the Databricks TIBCO DV Adapter

1. In a console, navigate to the bin folder in the TDV Server installation directory. If there is a current version of the adapter installed, you will need to undeploy it.

   .\server_util.bat -server localhost -user admin -password ******** -undeploy -version 1 -name Databricks
   

2. Extract the CData TIBCO DV Adapter to a local folder and deploy the JAR file (tdv.databricks.jar) to the server from the extract location.

   .\server_util.bat -server localhost -user admin -password ******** -deploy -package /PATH/TO/tdv.databricks.jar
   

You may need to restart the server to ensure the new JAR file is loaded properly, which can be accomplished by running the composite.bat script located at: C:\Program Files\TIBCO\TDV Server <version>\bin. Note that reauthenticating to the TDV Studio is required after restarting the server.

Sample Restart Call

.\composite.bat monitor restart

Create a Databricks Data Source in TDV Studio

With the CData TIBCO DV Adapter for Databricks, you can easily create a data source for Databricks and introspect the data source to add resources to TDV.

Create the Data Source

1. Right-click on the folder you wish to add the data source to and select New -> New Data Source.
2. Scroll until you find the adapter (e.g. Databricks) and click Next.
3. Name the data source (e.g. CData Databricks Source).

4. Fill in the required connection properties.

   To connect to a Databricks cluster, set the properties as described below.

   Note: The needed values can be found in your Databricks instance by navigating to Clusters, and selecting the desired cluster, and selecting the JDBC/ODBC tab under Advanced Options.

   • Server: Set to the Server Hostname of your Databricks cluster.
   • HTTPPath: Set to the HTTP Path of your Databricks cluster.
   • Token: Set to your personal access token (this value can be obtained by navigating to the User Settings page of your Databricks instance and selecting the Access Tokens tab).
5. Click Create & Close.

Introspect the Data Source

Once the data source is created, you can introspect the data source by right-clicking and selecting Open. In the dashboard, click Add/Remove Resources and select the Tables, Views, and Stored Procedures to include as part of the data source. Click Next and Finish to add the selected Databricks tables, views, and stored procedures as resources.

After creating and introspecting the data source, you are ready to work with Databricks data in TIBCO Data Virtualization just like you would any other relational data source. You can create views, query using SQL, publish the data source, and more.