Firebase to Holistics Integration

How Datrise loads Firebase into Holistics

Datrise syncs Firebase's users, collections, documents, auth events, app events, and security rules into Holistics as warehouse tables modeled in Holistics. Flexible or custom fields land in flattened columns for the modeling layer, and timestamps such as created, updated, and status changes are typed as date/time dimensions.

Sync is incremental: Datrise uses incremental refresh of the modeled tables, so re-runs update only what changed. Date-partitioned facts for fast aggregates. Holistics models data as code on top of SQL, so Datrise lands stable column names to keep your models from drifting.

Ideal for as-code BI modeling on a warehouse.

Endpoints

Firebase: App backend with auth, storage, and analytics.

Holistics: Self-service BI with modeling layers and scheduled report delivery.

How Firebase entities map to Holistics

Firebase entity	Holistics object	Notes
users	`firebase_users`	id PK · custom fields → flattened columns for the modeling layer
collections	`firebase_collections`	id PK · linked to firebase_users
documents	`firebase_documents`	id PK · linked to firebase_users
auth events	`firebase_auth_events`	date/time dimensions events

FAQ

How does Datrise handle Firebase's custom fields in Holistics?

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

How does the Firebase to Holistics sync stay up to date?

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

Related pipelines

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