Bitrix24 → Databricks SQL Warehouse
AI-first ETL from Bitrix24 into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Bitrix24 into Databricks SQL Warehouse
Datrise syncs Bitrix24's leads, deals, contacts, companies, activities, and contact-center events 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
Bitrix24: CRM, contact center, and task automation suite.
Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.
How Bitrix24 entities map to Databricks SQL Warehouse
| Bitrix24 entity | Databricks SQL Warehouse object | Notes |
|---|---|---|
| leads | bitrix24_leads | id PK · custom fields → VARIANT or STRUCT columns |
| deals | bitrix24_deals | id PK · linked to bitrix24_leads |
| contacts | bitrix24_contacts | id PK · linked to bitrix24_leads |
| companies | bitrix24_companies | id PK · linked to bitrix24_leads |
FAQ
How does Datrise handle Bitrix24'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 Bitrix24 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 Bitrix24 to Databricks SQL Warehouse the easy way
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