HubSpot CRM → ClickHouse
AI-first ETL from HubSpot CRM into ClickHouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads HubSpot CRM into ClickHouse
Datrise syncs HubSpot CRM's contacts, companies, deals, lifecycle stages, and engagement events into ClickHouse as a MergeTree table per source entity. Flexible or custom fields land in JSON or Map columns, and timestamps such as created, updated, and status changes are typed as DateTime64.
Sync is incremental: Datrise uses inserts into a ReplacingMergeTree keyed on stable id, so the latest version wins on merge, so re-runs update only what changed. Partition by month and order by (entity id, updated-at) for fast range scans. ClickHouse deduplicates asynchronously on merge, so Datrise uses ReplacingMergeTree and FINAL-safe queries rather than assuming immediate upserts.
Ideal for high-volume event analytics that need sub-second aggregation.
Endpoints
HubSpot CRM: Inbound CRM with marketing, sales, and service hubs.
ClickHouse: Columnar OLAP engine for fast aggregations.
How HubSpot CRM entities map to ClickHouse
| HubSpot CRM entity | ClickHouse object | Notes |
|---|---|---|
| contacts | hubspot_contacts | id PK · custom fields → JSON or Map 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 ClickHouse?
Flexible values are stored as JSON or Map columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native ClickHouse types.
How does the HubSpot CRM to ClickHouse sync stay up to date?
It runs incrementally — Datrise uses inserts into a ReplacingMergeTree keyed on stable id, so the latest version wins on merge.
Related pipelines
More destinations for HubSpot CRM
- 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
- HubSpot CRM → PlanetScale
More sources for ClickHouse
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