DatriseAI-first ETL

RD Station Marketing to ClickHouse Integration

AI-first ETL from RD Station Marketing into ClickHouse. Governed entities, incremental sync, typed landing tables.

How Datrise loads RD Station Marketing into ClickHouse

Datrise syncs RD Station Marketing's leads, conversions, landing pages, emails, segmentations, and funnel stages 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

RD Station Marketing: Inbound marketing automation for Latin American teams.

ClickHouse: Columnar OLAP engine for fast aggregations.

How RD Station Marketing entities map to ClickHouse

RD Station Marketing entityClickHouse objectNotes
leadsrd_station_marketing_leadsid PK · custom fields → JSON or Map columns
conversionsrd_station_marketing_conversionsid PK · linked to rd_station_marketing_leads
landing pagesrd_station_marketing_landing_pagesid PK · linked to rd_station_marketing_leads
emailsrd_station_marketing_emailsid PK · linked to rd_station_marketing_leads

FAQ

How does Datrise handle RD Station Marketing'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 RD Station Marketing 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

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