Marketo Bulk to ClickHouse Integration
AI-first ETL from Marketo Bulk into ClickHouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Marketo Bulk into ClickHouse
Datrise syncs Marketo Bulk's leads, activities, program memberships, email events, lists, and custom objects 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
Marketo Bulk: Bulk export of Marketo lead and activity history.
ClickHouse: Columnar OLAP engine for fast aggregations.
How Marketo Bulk entities map to ClickHouse
| Marketo Bulk entity | ClickHouse object | Notes |
|---|---|---|
| leads | marketo_bulk_leads | id PK · custom fields → JSON or Map columns |
| activities | marketo_bulk_activities | DateTime64 events |
| program memberships | marketo_bulk_program_memberships | id PK · linked to marketo_bulk_leads |
| email events | marketo_bulk_email_events | DateTime64 events |
FAQ
How does Datrise handle Marketo Bulk'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 Marketo Bulk 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 Marketo Bulk
- Marketo Bulk → DuckDB
- Marketo Bulk → Amazon Athena
- Marketo Bulk → Amazon S3 Data Lake
- Marketo Bulk → Azure Data Lake Storage
- Marketo Bulk → Azure Synapse
- Marketo Bulk → Spreadsheets
- Marketo Bulk → Airtable
- Marketo Bulk → CSV Files
- Marketo Bulk → MongoDB
- Marketo Bulk → Supabase
- Marketo Bulk → Neon
- Marketo Bulk → PlanetScale
More sources for ClickHouse
- Merge → ClickHouse
- Metabase → ClickHouse
- Microsoft Azure → ClickHouse
- Microsoft Dataverse → ClickHouse
- Microsoft SharePoint → ClickHouse
- Microsoft Teams → ClickHouse
- Microsoft SQL Server → ClickHouse
- My Hours → ClickHouse
- n8n → ClickHouse
- NetSuite SuiteAnalytics → ClickHouse
- New York Times → ClickHouse
- News API → ClickHouse
Early access
Connect Marketo Bulk to ClickHouse the easy way
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