Azure Blob Storage to PlanetScale Integration
AI-first ETL from Azure Blob Storage into PlanetScale. Governed entities, incremental sync, typed landing tables.
How Datrise loads Azure Blob Storage into PlanetScale
Datrise syncs Azure Blob Storage's containers, blobs, blob metadata, snapshots, access tiers, and blob versions 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
Azure Blob Storage: Object storage for blobs and data lake files on Azure.
PlanetScale: Serverless MySQL platform with safe schema workflows.
How Azure Blob Storage entities map to PlanetScale
| Azure Blob Storage entity | PlanetScale object | Notes |
|---|---|---|
| containers | azureblobstorage_containers | id PK · custom fields → JSON columns |
| blobs | azureblobstorage_blobs | id PK · linked to azureblobstorage_containers |
| blob metadata | azureblobstorage_blob_metadata | id PK · linked to azureblobstorage_containers |
| snapshots | azureblobstorage_snapshots | id PK · linked to azureblobstorage_containers |
FAQ
How does Datrise handle Azure Blob Storage'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 Azure Blob Storage 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 Azure Blob Storage
- Azure Blob Storage → Amazon DynamoDB
- Azure Blob Storage → Looker
- Azure Blob Storage → Looker Studio
- Azure Blob Storage → Microsoft Power BI
- Azure Blob Storage → Tableau
- Azure Blob Storage → Apache Superset
- Azure Blob Storage → Metabase
- Azure Blob Storage → Amazon QuickSight
- Azure Blob Storage → Domo
- Azure Blob Storage → Sisense
- Azure Blob Storage → ThoughtSpot
- Azure Blob Storage → Qlik
More sources for PlanetScale
Early access
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