> For the complete documentation index, see [llms.txt](https://docs.tonic.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.tonic.ai/app/setting-up-your-database/databricks/connectors-databricks-process-overview.md).

# Structural process overview for Databricks

The following high-level diagram describes how Tonic Structural data generation is processed for Databricks.

<figure><img src="https://3378426797-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-LSQCLFQ4bslJ-HYc8c3%2Fuploads%2FuC1GIwXy4PwgWnw8089X%2FSparkProcess_Databricks.png?alt=media&amp;token=dba95587-16d2-46ab-8325-f0ce817032d8" alt=""><figcaption><p>Overview diagram of the Tonic process for Databricks</p></figcaption></figure>

For a Databricks workspace, the source data comes from a Databricks database.

The Databricks API coordinates the running of the data generation job on the Databricks cluster.

The destination data is written to either an S3 bucket or to a location in Azure Data Lake Storage Gen2.


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