DatriseAI-first ETL

News API to Databricks SQL Warehouse Integration

AI-first ETL from News API into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.

How Datrise loads News API into Databricks SQL Warehouse

Datrise syncs News API's articles, sources, headlines, publication dates, categories, and search queries into Databricks SQL Warehouse as a Delta Lake table per source entity. Flexible or custom fields land in VARIANT or STRUCT columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP.

Sync is incremental: Datrise uses a Delta MERGE on stable id, with change history available via time travel, so re-runs update only what changed. Delta partitioning by load date with OPTIMIZE/Z-ORDER on query keys. Datrise writes Unity Catalog–governed Delta tables, so lineage and permissions are managed centrally rather than per-notebook.

Ideal for lakehouse analytics and ML feature tables on Databricks.

Endpoints

News API: Aggregated news headlines across publishers.

Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.

How News API entities map to Databricks SQL Warehouse

News API entityDatabricks SQL Warehouse objectNotes
articlesnews_api_articlesid PK · custom fields → VARIANT or STRUCT columns
sourcesnews_api_sourcesid PK · linked to news_api_articles
headlinesnews_api_headlinesid PK · linked to news_api_articles
publication datesnews_api_publication_datesid PK · linked to news_api_articles

FAQ

How does Datrise handle News API's custom fields in Databricks SQL Warehouse?

Flexible values are stored as VARIANT or STRUCT columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Databricks SQL Warehouse types.

How does the News API to Databricks SQL Warehouse sync stay up to date?

It runs incrementally — Datrise uses a Delta MERGE on stable id, with change history available via time travel.

Related pipelines

Early access

Connect News API to Databricks SQL Warehouse the easy way

Skip brittle scripts and manual exports. Join the waitlist to get a guided setup, AI-assisted mapping, and reliable incremental sync for this integration.