DatriseAI-first ETL

Mailgun to PlanetScale Integration

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

How Datrise loads Mailgun into PlanetScale

Datrise syncs Mailgun's messages, domains, delivery events, bounces, complaints, and mailing lists into PlanetScale as a typed table per source entity. Flexible or custom fields land in JSON columns, and timestamps such as created, updated, and status changes are typed as DATETIME.

Sync is incremental: Datrise uses a watermark on updated-at, applied with INSERT … ON DUPLICATE KEY UPDATE, so re-runs update only what changed. Vitess sharding by tenant or entity key for very large tables. PlanetScale disallows foreign-key constraints by default, so Datrise models relationships by stable id columns rather than enforced FKs.

Ideal for horizontally scalable MySQL apps on Vitess.

Endpoints

Mailgun: Transactional email API with delivery analytics.

PlanetScale: Serverless MySQL platform with safe schema workflows.

How Mailgun entities map to PlanetScale

Mailgun entityPlanetScale objectNotes
messagesmailgun_messagesid PK · custom fields → JSON columns
domainsmailgun_domainsid PK · linked to mailgun_messages
delivery eventsmailgun_delivery_eventsDATETIME events
bouncesmailgun_bouncesid PK · linked to mailgun_messages

FAQ

How does Datrise handle Mailgun's custom fields in PlanetScale?

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

How does the Mailgun to PlanetScale sync stay up to date?

It runs incrementally — Datrise uses a watermark on updated-at, applied with INSERT … ON DUPLICATE KEY UPDATE.

Related pipelines

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