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databricks Platform · Updated Mar 9, 2026

Declarative Feature Engineering APIs (Beta)

Declarative Feature Engineering APIs are now available in Beta in the AWS us east 1 and us west 2 regions.

Beta Open docs ↗release note ↗
What it does

Declarative Feature Engineering APIs are now available in Beta in the AWS us east 1 and us west 2 regions. These APIs let you declaratively define and compute time windowed aggregation features from your data sources. With declarative feature engineering, you can: Define features in Unity Catalog.

Why it matters

Reduces operational overhead and unlocks new capabilities for data teams on Databricks.

Recommended use cases
For offline use cases (trainingbatch inference)
Architecture
Databricks Platform → Platform
In short

Declarative Feature Engineering APIs are now available in Beta in the AWS us east 1 and us west 2 regions. These APIs let you declaratively define and compute time windowed aggregation features from your data sources.

Read the full documentation ↗
Key takeaway
Declarative Feature Engineering APIs are now available in Beta in the AWS us east 1 and us west 2 regions.
2026-03-09-declarative-feature-engineering-apis-beta Generated by the Databricks Updates Agent · browse all updates