DatriseAI-first ETL

Adobe Commerce (Magento) Microsoft SQL Server

AI-first ETL from Adobe Commerce (Magento) into Microsoft SQL Server. Governed entities, incremental sync, typed landing tables.

How Datrise loads Adobe Commerce (Magento) into Microsoft SQL Server

Datrise syncs Adobe Commerce (Magento)'s orders, products, customers, carts, and store views into Microsoft SQL Server 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 a watermark on updated-at, applied with a MERGE statement, so re-runs update only what changed. Optional partitioned tables on a date partition function. SQL Server defaults to a case-insensitive collation, so Datrise preserves original casing in a metadata column to avoid silent key collisions.

Ideal for Microsoft-stack analytics and Power BI Import models.

Endpoints

Adobe Commerce (Magento): Enterprise e-commerce catalog, orders, and customer data.

Microsoft SQL Server: Microsoft relational DB with enterprise features.

How Adobe Commerce (Magento) entities map to Microsoft SQL Server

Adobe Commerce (Magento) entityMicrosoft SQL Server objectNotes
ordersmagento_ordersid PK · custom fields → NVARCHAR(MAX) JSON columns
productsmagento_productsid PK · linked to magento_orders
customersmagento_customersid PK · linked to magento_orders
cartsmagento_cartsid PK · linked to magento_orders

FAQ

How does Datrise handle Adobe Commerce (Magento)'s custom fields in Microsoft SQL Server?

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 Microsoft SQL Server types.

How does the Adobe Commerce (Magento) to Microsoft SQL Server sync stay up to date?

It runs incrementally — Datrise uses a watermark on updated-at, applied with a MERGE statement.

Related pipelines

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