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