DatriseAI-first ETL

Firebase Realtime Database to Looker Integration

AI-first ETL from Firebase Realtime Database into Looker. Governed entities, incremental sync, typed landing tables.

How Datrise loads Firebase Realtime Database into Looker

Datrise syncs Firebase Realtime Database's nodes, child paths, JSON values, write events, references, and security rules into Looker as governed warehouse tables with LookML-ready naming. Flexible or custom fields land in flattened columns (nested fields expanded for modeling), and timestamps such as created, updated, and status changes are typed as date/time dimension columns.

Sync is incremental: Datrise uses incremental refresh of the underlying warehouse tables Looker explores, so re-runs update only what changed. Date-partitioned fact tables for PDT performance. Looker models live in LookML on top of SQL, so Datrise lands clean, stable column names rather than churn that would break your views.

Ideal for governed, version-controlled BI on a warehouse.

Endpoints

Firebase Realtime Database: JSON tree database with realtime synchronization.

Looker: Google Cloud BI with LookML semantic models and governed dashboards.

How Firebase Realtime Database entities map to Looker

Firebase Realtime Database entityLooker objectNotes
nodesfirebase_realtime_database_nodesid PK · custom fields → flattened columns (nested fields expanded for modeling)
child pathsfirebase_realtime_database_child_pathsid PK · linked to firebase_realtime_database_nodes
JSON valuesfirebase_realtime_database_json_valuesid PK · linked to firebase_realtime_database_nodes
write eventsfirebase_realtime_database_write_eventsdate/time dimension columns events

FAQ

How does Datrise handle Firebase Realtime Database's custom fields in Looker?

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

How does the Firebase Realtime Database to Looker sync stay up to date?

It runs incrementally — Datrise uses incremental refresh of the underlying warehouse tables Looker explores.

Related pipelines

Early access

Connect Firebase Realtime Database to Looker 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.