DatriseAI-first ETL

EmailOctopus to Looker Integration

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

How Datrise loads EmailOctopus into Looker

Datrise syncs EmailOctopus's contacts, lists, campaigns, email events, tags, and automations 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

EmailOctopus: Lightweight email campaigns and list management.

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

How EmailOctopus entities map to Looker

EmailOctopus entityLooker objectNotes
contactsemailoctopus_contactsid PK · custom fields → flattened columns (nested fields expanded for modeling)
listsemailoctopus_listsid PK · linked to emailoctopus_contacts
campaignsemailoctopus_campaignsid PK · linked to emailoctopus_contacts
email eventsemailoctopus_email_eventsdate/time dimension columns events

FAQ

How does Datrise handle EmailOctopus'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 EmailOctopus 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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