DatriseAI-first ETL

SendGrid PlanetScale

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

How Datrise loads SendGrid into PlanetScale

Datrise syncs SendGrid's messages, templates, suppressions, bounces, and engagement events 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

SendGrid: Transactional and marketing email delivery platform.

PlanetScale: Serverless MySQL platform with safe schema workflows.

How SendGrid entities map to PlanetScale

SendGrid entityPlanetScale objectNotes
messagessendgrid_messagesid PK · custom fields → JSON columns
templatessendgrid_templatesid PK · linked to sendgrid_messages
suppressionssendgrid_suppressionsid PK · linked to sendgrid_messages
bouncessendgrid_bouncesid PK · linked to sendgrid_messages

FAQ

How does Datrise handle SendGrid'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 SendGrid 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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