Salesforce Pardot to ClickHouse Integration
AI-first ETL from Salesforce Pardot into ClickHouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Salesforce Pardot into ClickHouse
Datrise syncs Salesforce Pardot's prospects, campaigns, list emails, forms, lead scores, and engagement history 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 Pardot: B2B marketing automation scoring and nurturing leads.
ClickHouse: Columnar OLAP engine for fast aggregations.
How Salesforce Pardot entities map to ClickHouse
| Salesforce Pardot entity | ClickHouse object | Notes |
|---|---|---|
| prospects | salesforce_pardot_prospects | id PK · custom fields → JSON or Map columns |
| campaigns | salesforce_pardot_campaigns | id PK · linked to salesforce_pardot_prospects |
| list emails | salesforce_pardot_list_emails | id PK · linked to salesforce_pardot_prospects |
| forms | salesforce_pardot_forms | id PK · linked to salesforce_pardot_prospects |
FAQ
How does Datrise handle Salesforce Pardot'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 Pardot 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 Pardot
- Salesforce Pardot → DuckDB
- Salesforce Pardot → Amazon Athena
- Salesforce Pardot → Amazon S3 Data Lake
- Salesforce Pardot → Azure Data Lake Storage
- Salesforce Pardot → Azure Synapse
- Salesforce Pardot → Spreadsheets
- Salesforce Pardot → Airtable
- Salesforce Pardot → CSV Files
- Salesforce Pardot → MongoDB
- Salesforce Pardot → Supabase
- Salesforce Pardot → Neon
- Salesforce Pardot → PlanetScale
More sources for ClickHouse
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