Vincle to Databricks SQL Warehouse Integration
AI-first ETL from Vincle into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Vincle into Databricks SQL Warehouse
Datrise syncs Vincle's customers, visits, orders, product assortments, promotions, and sales routes into Databricks SQL Warehouse as a Delta Lake table per source entity. Flexible or custom fields land in VARIANT or STRUCT columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP.
Sync is incremental: Datrise uses a Delta MERGE on stable id, with change history available via time travel, so re-runs update only what changed. Delta partitioning by load date with OPTIMIZE/Z-ORDER on query keys. Datrise writes Unity Catalog–governed Delta tables, so lineage and permissions are managed centrally rather than per-notebook.
Ideal for lakehouse analytics and ML feature tables on Databricks.
Endpoints
Vincle: Field sales and trade execution for consumer goods.
Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.
How Vincle entities map to Databricks SQL Warehouse
| Vincle entity | Databricks SQL Warehouse object | Notes |
|---|---|---|
| customers | vincle_customers | id PK · custom fields → VARIANT or STRUCT columns |
| visits | vincle_visits | id PK · linked to vincle_customers |
| orders | vincle_orders | id PK · linked to vincle_customers |
| product assortments | vincle_product_assortments | id PK · linked to vincle_customers |
FAQ
How does Datrise handle Vincle's custom fields in Databricks SQL Warehouse?
Flexible values are stored as VARIANT or STRUCT columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Databricks SQL Warehouse types.
How does the Vincle to Databricks SQL Warehouse sync stay up to date?
It runs incrementally — Datrise uses a Delta MERGE on stable id, with change history available via time travel.
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Early access
Connect Vincle to Databricks SQL Warehouse the easy way
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