DatriseAI-first ETL

Pepperjam to PlanetScale Integration

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

How Datrise loads Pepperjam into PlanetScale

Datrise syncs Pepperjam's publishers, transactions, clicks, commissions, creatives, and programs 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

Pepperjam: Affiliate network performance and publisher payouts.

PlanetScale: Serverless MySQL platform with safe schema workflows.

How Pepperjam entities map to PlanetScale

Pepperjam entityPlanetScale objectNotes
publisherspepperjam_publishersid PK · custom fields → JSON columns
transactionspepperjam_transactionsid PK · linked to pepperjam_publishers
clickspepperjam_clicksid PK · linked to pepperjam_publishers
commissionspepperjam_commissionsid PK · linked to pepperjam_publishers

FAQ

How does Datrise handle Pepperjam'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 Pepperjam 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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