SurveySparrow to Azure Synapse Integration
AI-first ETL from SurveySparrow into Azure Synapse. Governed entities, incremental sync, typed landing tables.
How Datrise loads SurveySparrow into Azure Synapse
Datrise syncs SurveySparrow's surveys, responses, questions, contacts, NPS scores, and share links 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
SurveySparrow: Conversational surveys and feedback workflows.
Azure Synapse: Microsoft analytics workspace with SQL pools.
How SurveySparrow entities map to Azure Synapse
| SurveySparrow entity | Azure Synapse object | Notes |
|---|---|---|
| surveys | surveysparrow_surveys | id PK · custom fields → NVARCHAR(MAX) JSON columns |
| responses | surveysparrow_responses | id PK · linked to surveysparrow_surveys |
| questions | surveysparrow_questions | id PK · linked to surveysparrow_surveys |
| contacts | surveysparrow_contacts | id PK · linked to surveysparrow_surveys |
FAQ
How does Datrise handle SurveySparrow'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 SurveySparrow 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 SurveySparrow
- SurveySparrow → Spreadsheets
- SurveySparrow → Airtable
- SurveySparrow → CSV Files
- SurveySparrow → MongoDB
- SurveySparrow → Supabase
- SurveySparrow → Neon
- SurveySparrow → PlanetScale
- SurveySparrow → Amazon DynamoDB
- SurveySparrow → Looker
- SurveySparrow → Looker Studio
- SurveySparrow → Microsoft Power BI
- SurveySparrow → Tableau
More sources for Azure Synapse
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