DatriseAI-first ETL

GitHub ClickHouse

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

How Datrise loads GitHub into ClickHouse

Datrise syncs GitHub's repositories, issues, pull requests, commits, and workflow runs 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

GitHub: Developer platform for repos, issues, and delivery workflows.

ClickHouse: Columnar OLAP engine for fast aggregations.

How GitHub entities map to ClickHouse

GitHub entityClickHouse objectNotes
repositoriesgithub_repositoriesid PK · custom fields → JSON or Map columns
issuesgithub_issuesid PK · linked to github_repositories
pull requestsgithub_pull_requestsid PK · linked to github_repositories
commitsgithub_commitsid PK · linked to github_repositories

FAQ

How does Datrise handle GitHub'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 GitHub 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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