CSV File to Azure Synapse Integration
AI-first ETL from CSV File into Azure Synapse. Governed entities, incremental sync, typed landing tables.
How Datrise loads CSV File into Azure Synapse
Datrise syncs CSV File's rows, columns, headers, delimiters, file batches, and encodings 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
CSV File: Delimited flat files from exports and drops.
Azure Synapse: Microsoft analytics workspace with SQL pools.
How CSV File entities map to Azure Synapse
| CSV File entity | Azure Synapse object | Notes |
|---|---|---|
| rows | csv_file_rows | id PK · custom fields → NVARCHAR(MAX) JSON columns |
| columns | csv_file_columns | id PK · linked to csv_file_rows |
| headers | csv_file_headers | id PK · linked to csv_file_rows |
| delimiters | csv_file_delimiters | id PK · linked to csv_file_rows |
FAQ
How does Datrise handle CSV File'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 CSV File 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 CSV File
More sources for Azure Synapse
- Customer.io → Azure Synapse
- Datadog → Azure Synapse
- Datascope → Azure Synapse
- IBM IBM Db2 → Azure Synapse
- Deputy → Azure Synapse
- Desk.com → Azure Synapse
- Docker Hub → Azure Synapse
- Campaign Manager 360 → Azure Synapse
- Dremio → Azure Synapse
- Drift → Azure Synapse
- Drip → Azure Synapse
- Elasticsearch → Azure Synapse
Early access
Connect CSV File 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.