Oracle CX → Databricks SQL Warehouse
AI-first ETL from Oracle CX into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Oracle CX into Databricks SQL Warehouse
Datrise syncs Oracle CX's enterprise CX entities across sales, service, and customer operations 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
Oracle CX: Enterprise customer experience suite with sales and service data.
Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.
How Oracle CX entities map to Databricks SQL Warehouse
| Oracle CX entity | Databricks SQL Warehouse object | Notes |
|---|---|---|
| enterprise CX entities across sales | oracle_cx_enterprise_cx_entities_across_sales | id PK · custom fields → VARIANT or STRUCT columns |
| service | oracle_cx_service | id PK · linked to oracle_cx_enterprise_cx_entities_across_sales |
| customer operations | oracle_cx_customer_operations | id PK · linked to oracle_cx_enterprise_cx_entities_across_sales |
FAQ
How does Datrise handle Oracle CX'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 Oracle CX 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 Oracle CX to Databricks SQL Warehouse the easy way
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