HubSpot CRM → DuckDB
AI-first ETL from HubSpot CRM into DuckDB. Governed entities, incremental sync, typed landing tables.
How Datrise loads HubSpot CRM into DuckDB
Datrise syncs HubSpot CRM's contacts, companies, deals, lifecycle stages, and engagement events into DuckDB as a typed table per source entity in a DuckDB file. Flexible or custom fields land in JSON or STRUCT columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP WITH TIME ZONE.
Sync is incremental: Datrise uses rewrites changed entities into the local database (or Parquet) on each run, so re-runs update only what changed. Hive-partitioned Parquet by load date when exporting. DuckDB is single-writer and embedded, so Datrise produces a consistent file snapshot rather than concurrent streaming writes.
Ideal for local and notebook analytics without standing up a server.
Endpoints
HubSpot CRM: Inbound CRM with marketing, sales, and service hubs.
DuckDB: In-process analytics database for fast local OLAP.
How HubSpot CRM entities map to DuckDB
| HubSpot CRM entity | DuckDB object | Notes |
|---|---|---|
| contacts | hubspot_contacts | id PK · custom fields → JSON 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 DuckDB?
Flexible values are stored as JSON or STRUCT columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native DuckDB types.
How does the HubSpot CRM to DuckDB sync stay up to date?
It runs incrementally — Datrise uses rewrites changed entities into the local database (or Parquet) on each run.
Related pipelines
More destinations for HubSpot CRM
- 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
- HubSpot CRM → PlanetScale
- HubSpot CRM → Amazon DynamoDB
Early access
Connect HubSpot CRM to DuckDB 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.