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Overview
This repository contains the dbt-runner to run dbt-spark on Databricks through:
- VSCode extension for local development
- Deployed with Databricks Job Clusters using spark session.
Prerequisites
Before setting up, ensure you have the following tools installed:
- Databricks CLI: Installation Guide
- VSCode Databricks Extension: Available via VSCode marketplace.
- uv: Installation Guide
Set-Up Instructions
-
Install this repository with pip/uv
-
Configure Databricks CLI:
- Run
databricks configure --tokenand follow prompts to set up authentication.
- Run
-
Set up DBT profiles:
- Create or update your
~/.dbt/profiles.ymlwith your Databricks connection details.
- Create or update your
-
Run feature preparation pipelines:
- Use
uv run dbt runto execute pipelines. - Use
uv run dbt testto validate models.
- Use
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