HubSpot CRM → Databricks SQL Warehouse
AI-first ETL from HubSpot CRM into Databricks SQL Warehouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads HubSpot CRM into Databricks SQL Warehouse
Datrise syncs HubSpot CRM's contacts, companies, deals, lifecycle stages, and engagement 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
HubSpot CRM: Inbound CRM with marketing, sales, and service hubs.
Databricks SQL Warehouse: Lakehouse SQL endpoints over Delta tables.
How HubSpot CRM entities map to Databricks SQL Warehouse
| HubSpot CRM entity | Databricks SQL Warehouse object | Notes |
|---|---|---|
| contacts | hubspot_contacts | id PK · custom fields → VARIANT or STRUCT columns |
| companies | hubspot_companies | id PK · linked to hubspot_contacts |
| deals | hubspot_deals | id PK · linked to hubspot_contacts |
| lifecycle stages | hubspot_lifecycle_stages | id PK · linked to hubspot_contacts |
FAQ
How does Datrise handle HubSpot 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 HubSpot 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
More destinations for HubSpot CRM
- HubSpot CRM → ClickHouse
- HubSpot CRM → DuckDB
- HubSpot CRM → Amazon Athena
- HubSpot CRM → Amazon S3 Data Lake
- HubSpot CRM → Azure Data Lake Storage
- HubSpot CRM → Azure Synapse
- HubSpot CRM → Spreadsheets
- HubSpot CRM → Airtable
- HubSpot CRM → CSV Files
- HubSpot CRM → MongoDB
- HubSpot CRM → Supabase
- HubSpot CRM → Neon
More sources for Databricks SQL Warehouse
- Zoho CRM → Databricks SQL Warehouse
- Pipedrive → Databricks SQL Warehouse
- Microsoft Dynamics 365 → Databricks SQL Warehouse
- Freshsales → Databricks SQL Warehouse
- Copper → Databricks SQL Warehouse
- Insightly → Databricks SQL Warehouse
- Google Sheets → Databricks SQL Warehouse
- Close → Databricks SQL Warehouse
- Nimble → Databricks SQL Warehouse
- ActiveCampaign → Databricks SQL Warehouse
- ClickUp → Databricks SQL Warehouse
- Google Ads → Databricks SQL Warehouse
Early access
Connect HubSpot CRM to Databricks SQL Warehouse the easy way
Skip brittle scripts and manual exports. Join the waitlist to get a guided setup, AI-assisted mapping, and reliable incremental sync for this integration.