Salesforce Marketing Cloud to ClickHouse Integration
AI-first ETL from Salesforce Marketing Cloud into ClickHouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Salesforce Marketing Cloud into ClickHouse
Datrise syncs Salesforce Marketing Cloud's subscribers, data extensions, journeys, sends, email events, and lists 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 Marketing Cloud: Enterprise email, journeys, and cross-channel messaging.
ClickHouse: Columnar OLAP engine for fast aggregations.
How Salesforce Marketing Cloud entities map to ClickHouse
| Salesforce Marketing Cloud entity | ClickHouse object | Notes |
|---|---|---|
| subscribers | salesforce_marketing_cloud_subscribers | id PK · custom fields → JSON or Map columns |
| data extensions | salesforce_marketing_cloud_data_extensions | id PK · linked to salesforce_marketing_cloud_subscribers |
| journeys | salesforce_marketing_cloud_journeys | id PK · linked to salesforce_marketing_cloud_subscribers |
| sends | salesforce_marketing_cloud_sends | id PK · linked to salesforce_marketing_cloud_subscribers |
FAQ
How does Datrise handle Salesforce Marketing Cloud'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 Marketing Cloud 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 Marketing Cloud
- Salesforce Marketing Cloud → DuckDB
- Salesforce Marketing Cloud → Amazon Athena
- Salesforce Marketing Cloud → Amazon S3 Data Lake
- Salesforce Marketing Cloud → Azure Data Lake Storage
- Salesforce Marketing Cloud → Azure Synapse
- Salesforce Marketing Cloud → Spreadsheets
- Salesforce Marketing Cloud → Airtable
- Salesforce Marketing Cloud → CSV Files
- Salesforce Marketing Cloud → MongoDB
- Salesforce Marketing Cloud → Supabase
- Salesforce Marketing Cloud → Neon
- Salesforce Marketing Cloud → PlanetScale
Early access
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