SugarCRM → ClickHouse
AI-first ETL from SugarCRM into ClickHouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads SugarCRM into ClickHouse
Datrise syncs SugarCRM's enterprise account, opportunity, and customer-service intelligence data 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
SugarCRM: Enterprise CRM platform for sales, service, and account intelligence.
ClickHouse: Columnar OLAP engine for fast aggregations.
How SugarCRM entities map to ClickHouse
| SugarCRM entity | ClickHouse object | Notes |
|---|---|---|
| enterprise account | sugarcrm_enterprise_account | id PK · custom fields → JSON or Map columns |
| opportunity | sugarcrm_opportunity | id PK · linked to sugarcrm_enterprise_account |
| customer-service intelligence data | sugarcrm_customer_service_intelligence_data | id PK · linked to sugarcrm_enterprise_account |
FAQ
How does Datrise handle SugarCRM'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 SugarCRM 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 SugarCRM
Early access
Connect SugarCRM 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.