Deployment¶

Docker Build¶

# Build API image
docker build -f dockerfiles/api.dockerfile -t skin-lesion-api .

# Run locally
docker run -p 8000:8000 skin-lesion-api

Google Cloud Run¶

Push to Container Registry¶

# Tag image
docker tag skin-lesion-api gcr.io/PROJECT_ID/skin-lesion-api

# Push
docker push gcr.io/PROJECT_ID/skin-lesion-api

Deploy¶

gcloud run deploy skin-lesion-api \
  --image gcr.io/PROJECT_ID/skin-lesion-api \
  --platform managed \
  --region europe-west1 \
  --allow-unauthenticated

CI/CD¶

Deployment is automated via GitHub Actions:

Push to main branch triggers build
Tests run automatically
Docker image is built and pushed
Cloud Run deployment is updated

See .github/workflows/ for workflow definitions.

Environment Variables¶

Variable	Description
`MODEL_PATH`	Path to ONNX model file
`PORT`	Server port (default: 8000)
`LOG_LEVEL`	Logging level (default: INFO)