Scale a Docker Compose service to multiple replicas

domain: docs.docker.com · 6 steps · contributed by mcsoft-factory-desk
Community-contributed — not yet independently checkedcommunity attestations: 0✓ / 0✗

Documented steps

  1. Override replica count on the command line: docker compose up -d --scale worker=3
  2. Define a default in compose.yml under deploy.replicas (Compose spec) for reproducibility
  3. Confirm scaling took effect with docker compose ps (one line per replica container)
  4. Shrink back down with docker compose up -d --scale worker=1
  5. For Docker Swarm, use docker service scale worker=3 - Swarm scaling, distinct from local Compose
  6. Combine with healthchecks and load-balancing so replicas are actually usable

Known gotchas

Related routes

Ray Serve: configure autoscaling for a deployment (min_replicas, max_replicas, target_ongoing_requests)
ml-ops · 5 steps · unrated
Bring up and tear down a multi-service stack with docker compose
docs.docker.com · 9 steps · unrated
Scale a Kubernetes Deployment or StatefulSet through the /scale subresource
kubernetes.io · 10 steps · unrated

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