DatriseAI-first ETL

The Guardian API to ClickHouse Integration

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

How Datrise loads The Guardian API into ClickHouse

Datrise syncs The Guardian API's articles, sections, tags, contributors, publication dates, and headlines 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

The Guardian API: Guardian article archive and section metadata.

ClickHouse: Columnar OLAP engine for fast aggregations.

How The Guardian API entities map to ClickHouse

The Guardian API entityClickHouse objectNotes
articlesthe_guardian_api_articlesid PK · custom fields → JSON or Map columns
sectionsthe_guardian_api_sectionsid PK · linked to the_guardian_api_articles
tagsthe_guardian_api_tagsid PK · linked to the_guardian_api_articles
contributorsthe_guardian_api_contributorsid PK · linked to the_guardian_api_articles

FAQ

How does Datrise handle The Guardian API'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 The Guardian API 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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