Microsoft Azure to PlanetScale Integration
AI-first ETL from Microsoft Azure into PlanetScale. Governed entities, incremental sync, typed landing tables.
How Datrise loads Microsoft Azure into PlanetScale
Datrise syncs Microsoft Azure's subscriptions, resource groups, resources, usage records, costs, and activity logs 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
Microsoft Azure: Azure subscription resources, usage, and billing.
PlanetScale: Serverless MySQL platform with safe schema workflows.
How Microsoft Azure entities map to PlanetScale
| Microsoft Azure entity | PlanetScale object | Notes |
|---|---|---|
| subscriptions | microsoft_azure_subscriptions | id PK · custom fields → JSON columns |
| resource groups | microsoft_azure_resource_groups | id PK · linked to microsoft_azure_subscriptions |
| resources | microsoft_azure_resources | id PK · linked to microsoft_azure_subscriptions |
| usage records | microsoft_azure_usage_records | id PK · linked to microsoft_azure_subscriptions |
FAQ
How does Datrise handle Microsoft Azure'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 Microsoft Azure 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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Early access
Connect Microsoft Azure to PlanetScale the easy way
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