Parquet File to PlanetScale Integration
AI-first ETL from Parquet File into PlanetScale. Governed entities, incremental sync, typed landing tables.
How Datrise loads Parquet File into PlanetScale
Datrise syncs Parquet File's row groups, columns, schemas, partitions, file batches, and column statistics 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
Parquet File: Columnar Parquet files from lakes and exports.
PlanetScale: Serverless MySQL platform with safe schema workflows.
How Parquet File entities map to PlanetScale
| Parquet File entity | PlanetScale object | Notes |
|---|---|---|
| row groups | parquet_file_row_groups | id PK · custom fields → JSON columns |
| columns | parquet_file_columns | id PK · linked to parquet_file_row_groups |
| schemas | parquet_file_schemas | id PK · linked to parquet_file_row_groups |
| partitions | parquet_file_partitions | id PK · linked to parquet_file_row_groups |
FAQ
How does Datrise handle Parquet File'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 Parquet File 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
More destinations for Parquet File
- Parquet File → Amazon DynamoDB
- Parquet File → Looker
- Parquet File → Looker Studio
- Parquet File → Microsoft Power BI
- Parquet File → Tableau
- Parquet File → Apache Superset
- Parquet File → Metabase
- Parquet File → Amazon QuickSight
- Parquet File → Domo
- Parquet File → Sisense
- Parquet File → ThoughtSpot
- Parquet File → Qlik
More sources for PlanetScale
- Particle → PlanetScale
- Partnerstack → PlanetScale
- PayPal Transactions → PlanetScale
- Paystack → PlanetScale
- Pepperjam → PlanetScale
- Persistiq → PlanetScale
- Pinterest Ads → PlanetScale
- Pivotal Tracker → PlanetScale
- Plaid → PlanetScale
- Platform Purple → PlanetScale
- Plausible → PlanetScale
- Polygon Stock API → PlanetScale
Early access
Connect Parquet File to PlanetScale the easy way
Skip brittle scripts and manual exports. Join the waitlist to get a guided setup, AI-assisted mapping, and reliable incremental sync for this integration.