Capsule CRM → ClickHouse
AI-first ETL from Capsule CRM into ClickHouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Capsule CRM into ClickHouse
Datrise syncs Capsule CRM's contacts, opportunities, tracks, and lightweight sales process 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
Capsule CRM: SMB CRM for contacts, opportunities, and lightweight workflows.
ClickHouse: Columnar OLAP engine for fast aggregations.
How Capsule CRM entities map to ClickHouse
| Capsule CRM entity | ClickHouse object | Notes |
|---|---|---|
| contacts | capsule_crm_contacts | id PK · custom fields → JSON or Map columns |
| opportunities | capsule_crm_opportunities | id PK · linked to capsule_crm_contacts |
| tracks | capsule_crm_tracks | id PK · linked to capsule_crm_contacts |
| lightweight sales process data | capsule_crm_lightweight_sales_process_data | id PK · linked to capsule_crm_contacts |
FAQ
How does Datrise handle Capsule 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 Capsule 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 Capsule CRM
- Capsule CRM → DuckDB
- Capsule CRM → Amazon Athena
- Capsule CRM → Amazon S3 Data Lake
- Capsule CRM → Azure Data Lake Storage
- Capsule CRM → Azure Synapse
- Capsule CRM → Spreadsheets
- Capsule CRM → Airtable
- Capsule CRM → CSV Files
- Capsule CRM → MongoDB
- Capsule CRM → Supabase
- Capsule CRM → Neon
- Capsule CRM → PlanetScale
Early access
Connect Capsule CRM to ClickHouse the easy way
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