DatriseAI-first ETL

Mailgun to Looker Studio Integration

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

How Datrise loads Mailgun into Looker Studio

Datrise syncs Mailgun's messages, domains, delivery events, bounces, complaints, and mailing lists into Looker Studio as warehouse tables Looker Studio connects to. Flexible or custom fields land in flattened columns for chart fields, and timestamps such as created, updated, and status changes are typed as date dimension columns.

Sync is incremental: Datrise uses incremental refresh of the connected tables, so re-runs update only what changed. Date-partitioned tables to keep extract refresh fast. Looker Studio performs best on pre-aggregated tables, so Datrise lands tidy, report-shaped tables rather than raw API payloads.

Ideal for free, shareable dashboards on Google data sources.

Endpoints

Mailgun: Transactional email API with delivery analytics.

Looker Studio: Google self-service dashboards and reporting (formerly Data Studio).

How Mailgun entities map to Looker Studio

Mailgun entityLooker Studio objectNotes
messagesmailgun_messagesid PK · custom fields → flattened columns for chart fields
domainsmailgun_domainsid PK · linked to mailgun_messages
delivery eventsmailgun_delivery_eventsdate dimension columns events
bouncesmailgun_bouncesid PK · linked to mailgun_messages

FAQ

How does Datrise handle Mailgun's custom fields in Looker Studio?

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

How does the Mailgun to Looker Studio sync stay up to date?

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

Related pipelines

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