DatriseAI-first ETL

Megaplan to ClickHouse Integration

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

How Datrise loads Megaplan into ClickHouse

Datrise syncs Megaplan's deals, contractors, contacts, tasks, projects, and invoices 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

Megaplan: CRM and task management for CIS sales and service teams.

ClickHouse: Columnar OLAP engine for fast aggregations.

How Megaplan entities map to ClickHouse

Megaplan entityClickHouse objectNotes
dealsmegaplan_dealsid PK · custom fields → JSON or Map columns
contractorsmegaplan_contractorsid PK · linked to megaplan_deals
contactsmegaplan_contactsid PK · linked to megaplan_deals
tasksmegaplan_tasksid PK · linked to megaplan_deals

FAQ

How does Datrise handle Megaplan'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 Megaplan 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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