cancerag/cloudbuild.yaml at main · omicscodeathon/cancerag · GitHub

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# Google Cloud Build configuration for CancerAg Inference App
# This file automates building and deploying to Cloud Run

steps:
  # Build the Docker image
  - name: 'gcr.io/cloud-builders/docker'
    args:
      - 'build'
      - '-f'
      - 'inference_app/Dockerfile'
      - '-t'
      - 'gcr.io/$PROJECT_ID/cancerag-inference:$COMMIT_SHA'
      - '-t'
      - 'gcr.io/$PROJECT_ID/cancerag-inference:latest'
      - '.'
    timeout: 1800s  # 30 minutes for building (model files are large)

  # Push the image to Google Container Registry
  - name: 'gcr.io/cloud-builders/docker'
    args:
      - 'push'
      - 'gcr.io/$PROJECT_ID/cancerag-inference:$COMMIT_SHA'

  - name: 'gcr.io/cloud-builders/docker'
    args:
      - 'push'
      - 'gcr.io/$PROJECT_ID/cancerag-inference:latest'

  # Deploy to Cloud Run
  - name: 'gcr.io/google.com/cloudsdktool/cloud-sdk'
    entrypoint: gcloud
    args:
      - 'run'
      - 'deploy'
      - 'cancerag-inference'
      - '--image'
      - 'gcr.io/$PROJECT_ID/cancerag-inference:$COMMIT_SHA'
      - '--region'
      - 'us-central1'  # Change to your preferred region
      - '--platform'
      - 'managed'
      - '--allow-unauthenticated'  # Makes the service publicly accessible
      - '--memory'
      - '4Gi'  # 4GB RAM (needed for docking)
      - '--cpu'
      - '2'  # 2 vCPUs for better performance
      - '--timeout'
      - '3600'  # 1 hour timeout (for slow docking operations)
      - '--concurrency'
      - '80'  # Max concurrent requests per instance
      - '--max-instances'
      - '10'  # Max number of instances
      - '--min-instances'
      - '0'  # Scale to zero when idle (saves cost)
      - '--port'
      - '8080'

# Build timeout (total time allowed for all steps)
timeout: 3600s

# Image to store
images:
  - 'gcr.io/$PROJECT_ID/cancerag-inference:$COMMIT_SHA'
  - 'gcr.io/$PROJECT_ID/cancerag-inference:latest'

# Build options
options:
  machineType: 'E2_HIGHCPU_8'  # Use powerful machine for faster builds
  diskSizeGb: 100
  logging: CLOUD_LOGGING_ONLY