Azure Table Storage to Azure Synapse Integration
AI-first ETL from Azure Table Storage into Azure Synapse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Azure Table Storage into Azure Synapse
Datrise syncs Azure Table Storage's tables, entities, partition keys, row keys, properties, and timestamps 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
Azure Table Storage: Key-value NoSQL store on Azure.
Azure Synapse: Microsoft analytics workspace with SQL pools.
How Azure Table Storage entities map to Azure Synapse
| Azure Table Storage entity | Azure Synapse object | Notes |
|---|---|---|
| tables | azure_table_storage_tables | id PK · custom fields → NVARCHAR(MAX) JSON columns |
| entities | azure_table_storage_entities | id PK · linked to azure_table_storage_tables |
| partition keys | azure_table_storage_partition_keys | id PK · linked to azure_table_storage_tables |
| row keys | azure_table_storage_row_keys | id PK · linked to azure_table_storage_tables |
FAQ
How does Datrise handle Azure Table Storage'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 Azure Table Storage 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 Azure Table Storage
- Azure Table Storage → Spreadsheets
- Azure Table Storage → Airtable
- Azure Table Storage → CSV Files
- Azure Table Storage → MongoDB
- Azure Table Storage → Supabase
- Azure Table Storage → Neon
- Azure Table Storage → PlanetScale
- Azure Table Storage → Amazon DynamoDB
- Azure Table Storage → Looker
- Azure Table Storage → Looker Studio
- Azure Table Storage → Microsoft Power BI
- Azure Table Storage → Tableau
More sources for Azure Synapse
- Azure Blob Storage → Azure Synapse
- Babelforce → Azure Synapse
- BigCommerce → Azure Synapse
- Google BigQuery → Azure Synapse
- Branch → Azure Synapse
- Braze → Azure Synapse
- Bronto → Azure Synapse
- CallRail → Azure Synapse
- Campaign Monitor → Azure Synapse
- Cart → Azure Synapse
- ChartMogul → Azure Synapse
- CircleCI → Azure Synapse
Early access
Connect Azure Table Storage 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.