Master Incremental Refresh in Dataflow Gen2

Struggling with lengthy data refreshes? Incremental Refresh in Dataflow Gen2 is the game-changer you need! 🚀

Why It’s Awesome


  • Refresh only new or updated data—save time and resources.

  • Perfect for large datasets and near real-time updates.


How to Set It Up


  1. Prepare Your Dataflow: Include a date column for filtering.

  2. Enable Incremental Refresh:Choose a date column and time period (e.g., last 7 days).Set bucket size (day, week, month) and change detection field.

  3. Schedule Refreshes: Use Data Pipelines for custom intervals as short as 5 minutes!


Though still in preview, Incremental Refresh offers a fast, efficient way to keep your data fresh without full refreshes.

For details, watch the video


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