Salesforce NPSP to ClickHouse Integration
AI-first ETL from Salesforce NPSP into ClickHouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Salesforce NPSP into ClickHouse
Datrise syncs Salesforce NPSP's contacts, households, opportunities, recurring donations, general accounting units, and campaigns 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
Salesforce NPSP: Nonprofit Success Pack for donations and household giving.
ClickHouse: Columnar OLAP engine for fast aggregations.
How Salesforce NPSP entities map to ClickHouse
| Salesforce NPSP entity | ClickHouse object | Notes |
|---|---|---|
| contacts | salesforce_npsp_contacts | id PK · custom fields → JSON or Map columns |
| households | salesforce_npsp_households | id PK · linked to salesforce_npsp_contacts |
| opportunities | salesforce_npsp_opportunities | id PK · linked to salesforce_npsp_contacts |
| recurring donations | salesforce_npsp_recurring_donations | id PK · linked to salesforce_npsp_contacts |
FAQ
How does Datrise handle Salesforce NPSP'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 Salesforce NPSP 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 Salesforce NPSP
- Salesforce NPSP → DuckDB
- Salesforce NPSP → Amazon Athena
- Salesforce NPSP → Amazon S3 Data Lake
- Salesforce NPSP → Azure Data Lake Storage
- Salesforce NPSP → Azure Synapse
- Salesforce NPSP → Spreadsheets
- Salesforce NPSP → Airtable
- Salesforce NPSP → CSV Files
- Salesforce NPSP → MongoDB
- Salesforce NPSP → Supabase
- Salesforce NPSP → Neon
- Salesforce NPSP → PlanetScale
More sources for ClickHouse
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