DatriseAI-first ETL

Import API to Looker Integration

AI-first ETL from Import API into Looker. Governed entities, incremental sync, typed landing tables.

How Datrise loads Import API into Looker

Datrise syncs Import API's records, payloads, batches, schemas, ingest timestamps, and source keys 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

Import API: Direct API push of custom records into a pipeline.

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

How Import API entities map to Looker

Import API entityLooker objectNotes
recordsimport_api_recordsid PK · custom fields → flattened columns (nested fields expanded for modeling)
payloadsimport_api_payloadsid PK · linked to import_api_records
batchesimport_api_batchesid PK · linked to import_api_records
schemasimport_api_schemasid PK · linked to import_api_records

FAQ

How does Datrise handle Import API'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 Import API to Looker sync stay up to date?

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

Related pipelines

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