How to enable / setup OAuth for DBT with Databricks
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05-01-2025 02:43 AM
I tried configure / setup DBT to authenticate with OAuth to Databricks, following the tutorials https://community.databricks.com/t5/technical-blog/using-dbt-core-with-oauth-on-azure-databricks/ba-... and https://docs.databricks.com/aws/en/partners/prep/dbt
But unfortunately `use oauth` was not offered as option in the dbt init dialog - unlike in the tutorial.
Also adding the authentication "
auth_type: oauth
client_id: "9729e77e-ba94-4d53-8cfb-bb609f43f881"
Did not work.
How to debug / analyze / setup to authenticate with OAuth
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05-01-2025 08:36 AM
Here are some things to consider:
Debugging and Setting Up OAuth Authentication with dbt and Databricks
Steps to Analyze and Setup Authentication: 1. Verify Credentials and Configuration: - Double-check the
auth_type: oauth is correctly specified, as well as the client ID. Ensure these are properly formatted. - Ensure sensitive information like secrets and tokens are set as environment variables instead of being hardcoded in the profiles.yml.-
Using OAuth Tokens:
- Databricks recommends using OAuth tokens as the secure method for authentication.
- Confirm that your Databricks instance has OAuth enabled as specified in the documentation.
-
dbt init Dialog:
- If the
use oauthoption is not displayed in thedbt initdialog, it could indicate that either the version ofdbt-databricksis outdated or that the OAuth setup on Databricks is incomplete. - Ensure you are using dbt-databricks version 1.8.0 or greater as recommended.
- If the
-
Testing Connection:
- Use the
dbt debugcommand to confirm that the connection details are correct and the profiles file is valid. - For debugging errors related to authentication, the console output during
dbt debugwill provide insights.
- Use the
-
Environment and Prerequisites:
- Confirm Python 3.7+ is installed along with utilities like
pipenvfor virtual environments. - Ensure correct
hostandhttp_pathsettings in theprofiles.ymlfile, derived from your Databricks workspace (Compute or SQL Warehouse settings).
- Confirm Python 3.7+ is installed along with utilities like
-
External Tutorials:
- The community tutorial you referenced might contain additional steps specific to Azure Databricks. However, since we cannot access its content, ensure your setup aligns with the generic Databricks OAuth process outlined in the Databricks documentation.
Additional Tips: - If you are still unable to authenticate, check the compatibility between your dbt-databricks package and your Databricks workspace. - For further guidance, consult the Connect to dbt Core Databricks documentation.
Hope this helps, Big Roux.