Google Cloud SQL Postgresql → Azure Synapse
AI-first ETL from Google Cloud SQL Postgresql into Azure Synapse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Google Cloud SQL Postgresql into Azure Synapse
Datrise syncs Google Cloud SQL Postgresql's records, events, and configuration objects into Azure Synapse as a typed table per source entity. Flexible or custom fields land in NVARCHAR(MAX) JSON columns, and timestamps such as created, updated, and status changes are typed as datetime2.
Sync is incremental: Datrise uses COPY into staging, then a MERGE on stable id, so re-runs update only what changed. Hash distribution on the join id with date partitioning on facts. Synapse dedicated pools reward good hash-distribution choices, so Datrise distributes on entity ids to avoid data-movement-heavy joins.
Ideal for Azure analytics estates feeding Power BI.
Endpoints
Google Cloud SQL Postgresql: SaaS or API data source for analytics and warehouse sync.
Azure Synapse: Microsoft analytics workspace with SQL pools.
How Google Cloud SQL Postgresql entities map to Azure Synapse
| Google Cloud SQL Postgresql entity | Azure Synapse object | Notes |
|---|---|---|
| records | google_cloud_sql_postgresql_records | id PK · custom fields → NVARCHAR(MAX) JSON columns |
| events | google_cloud_sql_postgresql_events | datetime2 events |
| configuration objects | google_cloud_sql_postgresql_configuration_objects | id PK · linked to google_cloud_sql_postgresql_records |
FAQ
How does Datrise handle Google Cloud SQL Postgresql's custom fields in Azure Synapse?
Flexible values are stored as NVARCHAR(MAX) JSON columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Azure Synapse types.
How does the Google Cloud SQL Postgresql to Azure Synapse sync stay up to date?
It runs incrementally — Datrise uses COPY into staging, then a MERGE on stable id.
Related pipelines
More destinations for Google Cloud SQL Postgresql
- Google Cloud SQL Postgresql → Spreadsheets
- Google Cloud SQL Postgresql → Airtable
- Google Cloud SQL Postgresql → CSV Files
- Google Cloud SQL Postgresql → MongoDB
- Google Cloud SQL Postgresql → Supabase
- Google Cloud SQL Postgresql → Neon
- Google Cloud SQL Postgresql → PlanetScale
- Google Cloud SQL Postgresql → Amazon DynamoDB
- Google Cloud SQL Postgresql → Looker
- Google Cloud SQL Postgresql → Looker Studio
- Google Cloud SQL Postgresql → Microsoft Power BI
- Google Cloud SQL Postgresql → Tableau
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Early access
Connect Google Cloud SQL Postgresql to Azure Synapse 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.