Power Query Databricks
Power Query Databricks
Now integrated into Power BI, Power Query offers a seamless way to connect to your Databricks data. Here’s how you can do it:
Methods to connect Power BI to Databricks:
- Databricks Connector (Recommended):
- This is the official and native way to connect. It offers both Import and DirectQuery modes.
- Import Mode: Loads data into Power BI for faster analysis but may not reflect real-time changes in Databricks.
- DirectQuery Mode: Queries data directly from Databricks, ensuring up-to-date results, but can be slower for large datasets.
- Azure Databricks Connector:
- If your Databricks instance is on Azure, use this connector. It functions similarly to the standard Databricks connector.
Steps to Connect using the Databricks Connector:
- Get Data: In Power BI Desktop, click “Get Data” and search for “Databricks.”
- Databricks or Azure Databricks: Choose the appropriate connector based on your Databricks instance location.
- Server Details: Enter the Server Hostname and HTTP Path from your Databricks SQL Warehouse.
- Authentication: Choose your preferred authentication method (username/password, personal access token, or OAuth).
- Navigator: Once connected, the Navigator will display the available data sources in your Databricks warehouse. Select the tables or views you want to import.
- Transform (Optional): Use the Power Query Editor to clean, transform, and shape your data before loading it into Power BI.
- Close & Apply: Load the transformed data into Power BI.
Key Resources:
- Microsoft Documentation:
- Databricks Connector: https://learn.microsoft.com/en-us/power-query/connectors/databricks
- Azure Databricks Connector: https://learn.microsoft.com/en-us/power-query/connectors/databricks-azure
- Databricks Documentation:
- Connect Power BI to Databricks: https://docs.databricks.com/en/partners/bi/power-bi.html
Additional Tips:
- Native Query Support: The Databricks connector supports native SQL queries, giving you more flexibility in retrieving data.
- Custom SQL Queries: Use the “Databricks. Query” function to create custom queries directly within Power Query.
- Performance Optimization: Consider using DirectQuery mode or optimizing your queries to improve performance for large datasets.
Databricks Training Demo Day 1 Video:
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