Propertybase to Databricks SQL Warehouse Integration
AI-first ETL from Propertybase into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Propertybase into Databricks SQL Warehouse
Datrise syncs Propertybase's leads, contacts, listings, opportunities, showings, and brokerage offices 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
Propertybase: Salesforce-based real estate CRM for brokerages.
Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.
How Propertybase entities map to Databricks SQL Warehouse
| Propertybase entity | Databricks SQL Warehouse object | Notes |
|---|---|---|
| leads | propertybase_leads | id PK · custom fields → VARIANT or STRUCT columns |
| contacts | propertybase_contacts | id PK · linked to propertybase_leads |
| listings | propertybase_listings | id PK · linked to propertybase_leads |
| opportunities | propertybase_opportunities | id PK · linked to propertybase_leads |
FAQ
How does Datrise handle Propertybase'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 Propertybase 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
More destinations for Propertybase
- Propertybase → ClickHouse
- Propertybase → DuckDB
- Propertybase → Amazon Athena
- Propertybase → Amazon S3 Data Lake
- Propertybase → Azure Data Lake Storage
- Propertybase → Azure Synapse
- Propertybase → Spreadsheets
- Propertybase → Airtable
- Propertybase → CSV Files
- Propertybase → MongoDB
- Propertybase → Supabase
- Propertybase → Neon
More sources for Databricks SQL Warehouse
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- Real Geeks → Databricks SQL Warehouse
- Sierra Interactive → Databricks SQL Warehouse
- Bullhorn → Databricks SQL Warehouse
- JobAdder → Databricks SQL Warehouse
- Vincere → Databricks SQL Warehouse
- PCRecruiter → Databricks SQL Warehouse
- Crelate → Databricks SQL Warehouse
- Manatal → Databricks SQL Warehouse
- Wealthbox → Databricks SQL Warehouse
- Redtail CRM → Databricks SQL Warehouse
- Practifi → Databricks SQL Warehouse
Early access
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