Docker Hub to Looker Integration
AI-first ETL from Docker Hub into Looker. Governed entities, incremental sync, typed landing tables.
How Datrise loads Docker Hub into Looker
Datrise syncs Docker Hub's repositories, images, tags, pull counts, image manifests, and organizations into Looker as governed warehouse tables with LookML-ready naming. Flexible or custom fields land in flattened columns (nested fields expanded for modeling), and timestamps such as created, updated, and status changes are typed as date/time dimension columns.
Sync is incremental: Datrise uses incremental refresh of the underlying warehouse tables Looker explores, so re-runs update only what changed. Date-partitioned fact tables for PDT performance. Looker models live in LookML on top of SQL, so Datrise lands clean, stable column names rather than churn that would break your views.
Ideal for governed, version-controlled BI on a warehouse.
Endpoints
Docker Hub: Container image registry and distribution.
Looker: Google Cloud BI with LookML semantic models and governed dashboards.
How Docker Hub entities map to Looker
| Docker Hub entity | Looker object | Notes |
|---|---|---|
| repositories | dockerhub_repositories | id PK · custom fields → flattened columns (nested fields expanded for modeling) |
| images | dockerhub_images | id PK · linked to dockerhub_repositories |
| tags | dockerhub_tags | id PK · linked to dockerhub_repositories |
| pull counts | dockerhub_pull_counts | id PK · linked to dockerhub_repositories |
FAQ
How does Datrise handle Docker Hub's custom fields in Looker?
Flexible values are stored as flattened columns (nested fields expanded for modeling), so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Looker types.
How does the Docker Hub to Looker sync stay up to date?
It runs incrementally — Datrise uses incremental refresh of the underlying warehouse tables Looker explores.
Related pipelines
More destinations for Docker Hub
Early access
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