DatriseAI-first ETL

Odoo CRM Databricks SQL Warehouse

AI-first ETL from Odoo CRM into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.

How Datrise loads Odoo CRM into Databricks SQL Warehouse

Datrise syncs Odoo CRM's modular CRM entities, opportunities, and revenue process data 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

Odoo CRM: Modular CRM in the Odoo suite for leads, opportunities, and revenue.

Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.

How Odoo CRM entities map to Databricks SQL Warehouse

Odoo CRM entityDatabricks SQL Warehouse objectNotes
modular CRM entitiesodoo_crm_modular_crm_entitiesid PK · custom fields → VARIANT or STRUCT columns
opportunitiesodoo_crm_opportunitiesid PK · linked to odoo_crm_modular_crm_entities
revenue process dataodoo_crm_revenue_process_dataid PK · linked to odoo_crm_modular_crm_entities

FAQ

How does Datrise handle Odoo CRM'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 Odoo CRM 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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