DatriseAI-first ETL

Google Drive ClickHouse

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

How Datrise loads Google Drive into ClickHouse

Datrise syncs Google Drive's files, folders, permissions, and revision metadata 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

Google Drive: Cloud file storage often used for operational exports.

ClickHouse: Columnar OLAP engine for fast aggregations.

How Google Drive entities map to ClickHouse

Google Drive entityClickHouse objectNotes
filesgoogle_drive_filesid PK · custom fields → JSON or Map columns
foldersgoogle_drive_foldersid PK · linked to google_drive_files
permissionsgoogle_drive_permissionsid PK · linked to google_drive_files
revision metadatagoogle_drive_revision_metadataid PK · linked to google_drive_files

FAQ

How does Datrise handle Google Drive'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 Google Drive 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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