DatriseAI-first ETL

Vantage to Apache Superset Integration

AI-first ETL from Vantage into Apache Superset. Governed entities, incremental sync, typed landing tables.

How Datrise loads Vantage into Apache Superset

Datrise syncs Vantage's costs, resources, providers, cost reports, tags, and budget alerts into Apache Superset as governed SQL tables Superset queries directly. Flexible or custom fields land in flattened columns for the explore UI, and timestamps such as created, updated, and status changes are typed as temporal columns for time-series charts.

Sync is incremental: Datrise uses incremental refresh of the queried tables, so re-runs update only what changed. Date-partitioned tables to keep dashboards responsive. Superset charts run live SQL, so Datrise lands query-friendly, indexed tables rather than wide raw payloads.

Ideal for open-source dashboards over your own database.

Endpoints

Vantage: Cloud cost visibility and spend allocation.

Apache Superset: Open-source BI for SQL exploration, charts, and dashboard publishing.

How Vantage entities map to Apache Superset

Vantage entityApache Superset objectNotes
costsvantage_costsid PK · custom fields → flattened columns for the explore UI
resourcesvantage_resourcesid PK · linked to vantage_costs
providersvantage_providersid PK · linked to vantage_costs
cost reportsvantage_cost_reportsid PK · linked to vantage_costs

FAQ

How does Datrise handle Vantage's custom fields in Apache Superset?

Flexible values are stored as flattened columns for the explore UI, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Apache Superset types.

How does the Vantage to Apache Superset sync stay up to date?

It runs incrementally — Datrise uses incremental refresh of the queried tables.

Related pipelines

Early access

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