HubSpot Service Hub → ClickHouse
AI-first ETL from HubSpot Service Hub into ClickHouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads HubSpot Service Hub into ClickHouse
Datrise syncs HubSpot Service Hub's contacts, accounts, deals, activities, and lifecycle 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 Service Hub: Customer service platform with ticket and conversation context.
ClickHouse: Columnar OLAP engine for fast aggregations.
How HubSpot Service Hub entities map to ClickHouse
| HubSpot Service Hub entity | ClickHouse object | Notes |
|---|---|---|
| contacts | hubspot_service_contacts | id PK · custom fields → JSON or Map columns |
| accounts | hubspot_service_accounts | id PK · linked to hubspot_service_contacts |
| deals | hubspot_service_deals | id PK · linked to hubspot_service_contacts |
| activities | hubspot_service_activities | DateTime64 events |
FAQ
How does Datrise handle HubSpot Service Hub'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 Service Hub 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 Service Hub
- HubSpot Service Hub → DuckDB
- HubSpot Service Hub → Amazon Athena
- HubSpot Service Hub → Amazon S3 Data Lake
- HubSpot Service Hub → Azure Data Lake Storage
- HubSpot Service Hub → Azure Synapse
- HubSpot Service Hub → Spreadsheets
- HubSpot Service Hub → Airtable
- HubSpot Service Hub → CSV Files
- HubSpot Service Hub → MongoDB
- HubSpot Service Hub → Supabase
- HubSpot Service Hub → Neon
- HubSpot Service Hub → PlanetScale
Early access
Connect HubSpot Service Hub to ClickHouse 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.