DatriseAI-first ETL

Notion to ClickHouse Integration

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

How Datrise loads Notion into ClickHouse

Datrise syncs Notion's pages, databases, database rows, properties, blocks, and comments 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

Notion: Connected workspace of docs and databases.

ClickHouse: Columnar OLAP engine for fast aggregations.

How Notion entities map to ClickHouse

Notion entityClickHouse objectNotes
pagesnotion_pagesid PK · custom fields → JSON or Map columns
databasesnotion_databasesid PK · linked to notion_pages
database rowsnotion_database_rowsid PK · linked to notion_pages
propertiesnotion_propertiesid PK · linked to notion_pages

FAQ

How does Datrise handle Notion'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 Notion 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.

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