Outreach → ClickHouse
AI-first ETL from Outreach into ClickHouse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Outreach into ClickHouse
Datrise syncs Outreach's sequence activity, pipeline execution metrics, and sales engagement events 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
Outreach: Sales execution platform for sequence activity and pipeline outcomes.
ClickHouse: Columnar OLAP engine for fast aggregations.
How Outreach entities map to ClickHouse
| Outreach entity | ClickHouse object | Notes |
|---|---|---|
| sequence activity | outreach_sequence_activity | DateTime64 events |
| pipeline execution metrics | outreach_pipeline_execution_metrics | id PK · linked to outreach_sequence_activity |
| sales engagement events | outreach_sales_engagement_events | DateTime64 events |
FAQ
How does Datrise handle Outreach'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 Outreach 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 Outreach
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