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Update website/docs/reference/resource-configs/databricks-configs.md
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runleonarun authored Oct 25, 2024
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Expand Up @@ -74,7 +74,10 @@ In dbt v1.9 and higher, or in [Versionless](/docs/dbt-versions/versionless-cloud
* `all_purpose_cluster`: execute the python model either directly using the [command api](https://docs.databricks.com/api/workspace/commandexecution) or by uploading a notebook and creating a one-off job run
* `job_cluster`: creates a new job cluster to execute an uploaded notebook as a one-off job run
* `serverless_cluster`: uses a [serverless cluster](https://docs.databricks.com/en/jobs/run-serverless-jobs.html) to execute an uploaded notebook as a one-off job run
* `workflow_job`: creates/updates a reusable workflow and uploaded notebook, for execution on all-purpose, job, or serverless clusters. :::caution This approach gives you maximum flexibility, but will create persistent artifacts in Databricks (the workflow) that users could run outside of dbt.
* `workflow_job`: creates/updates a reusable workflow and uploaded notebook, for execution on all-purpose, job, or serverless clusters. :
::caution
This approach gives you maximum flexibility, but will create persistent artifacts in Databricks (the workflow) that users could run outside of dbt.
:::

We are currently in a transitionary period where there is a disconnect between old submission methods (which were grouped by compute), and the logically distinct submission methods (command, job run, workflow).
As such, the supported config matrix is somewhat complicated:
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