3PL Central to Databricks SQL Warehouse Integration
AI-first ETL from 3PL Central into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads 3PL Central into Databricks SQL Warehouse
Datrise syncs 3PL Central's orders, receipts, inventory levels, items, customers, and warehouses 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
3PL Central: Third-party logistics warehouse and order operations.
Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.
How 3PL Central entities map to Databricks SQL Warehouse
| 3PL Central entity | Databricks SQL Warehouse object | Notes |
|---|---|---|
| orders | tplcentral_orders | id PK · custom fields → VARIANT or STRUCT columns |
| receipts | tplcentral_receipts | id PK · linked to tplcentral_orders |
| inventory levels | tplcentral_inventory_levels | id PK · linked to tplcentral_orders |
| items | tplcentral_items | id PK · linked to tplcentral_orders |
FAQ
How does Datrise handle 3PL Central'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 3PL Central 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.
Related pipelines
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Early access
Connect 3PL Central to Databricks SQL Warehouse the easy way
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