DatriseAI-first ETL

Amplitude PlanetScale

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

How Datrise loads Amplitude into PlanetScale

Datrise syncs Amplitude's product events, user properties, funnels, cohorts, and retention curves 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

Amplitude: Product analytics source for events, funnels, and cohorts.

PlanetScale: Serverless MySQL platform with safe schema workflows.

How Amplitude entities map to PlanetScale

Amplitude entityPlanetScale objectNotes
product eventsamplitude_product_eventsDATETIME events
user propertiesamplitude_user_propertiesid PK · linked to amplitude_product_events
funnelsamplitude_funnelsid PK · linked to amplitude_product_events
cohortsamplitude_cohortsid PK · linked to amplitude_product_events

FAQ

How does Datrise handle Amplitude'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 Amplitude 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

Early access

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