DatriseAI-first ETL

ActiveCampaign ClickHouse

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

How Datrise loads ActiveCampaign into ClickHouse

Datrise syncs ActiveCampaign's contacts, automations, campaigns, and sales pipeline updates 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

ActiveCampaign: CRM plus marketing automation and journeys.

ClickHouse: Columnar OLAP engine for fast aggregations.

How ActiveCampaign entities map to ClickHouse

ActiveCampaign entityClickHouse objectNotes
contactsactivecampaign_contactsid PK · custom fields → JSON or Map columns
automationsactivecampaign_automationsid PK · linked to activecampaign_contacts
campaignsactivecampaign_campaignsid PK · linked to activecampaign_contacts
sales pipeline updatesactivecampaign_sales_pipeline_updatesid PK · linked to activecampaign_contacts

FAQ

How does Datrise handle ActiveCampaign'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 ActiveCampaign 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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