wf-exec-ml.yaml

apiVersion: argoproj.io/v1alpha1
kind: Workflow
metadata:
  generateName: wf-exec-ml-
spec:
  entrypoint: exec-ml
  volumes:
  - name: google-cloud-key
    secret:
      secretName: btc-prediction-key
  templates:
  - name: btc-collector
    container:
      image: gcr.io/koduki-docker-test-001-1083/collector
  - name: btc-predictor-dtree
    container:
      image: gcr.io/koduki-docker-test-001-1083/predictor_dtree
      volumeMounts:
      - name: google-cloud-key
        mountPath: /var/secrets/google
      env:
      - name: GOOGLE_APPLICATION_CREDENTIALS
        value: /var/secrets/google/key.json
  - name: btc-predictor-knn
    container:
      image: gcr.io/koduki-docker-test-001-1083/predictor_knn
      volumeMounts:
      - name: google-cloud-key
        mountPath: /var/secrets/google
      env:
      - name: GOOGLE_APPLICATION_CREDENTIALS
        value: /var/secrets/google/key.json
  - name: btc-scoring
    container:
      image: gcr.io/koduki-docker-test-001-1083/scoring
      volumeMounts:
      - name: google-cloud-key
        mountPath: /var/secrets/google
      env:
      - name: GOOGLE_APPLICATION_CREDENTIALS
        value: /var/secrets/google/key.json
  - name: exec-ml
    dag:
      tasks:
      - name: step-btc-collector
        template: btc-collector
      - name: step-btc-predictor-dtree
        dependencies: [step-btc-collector]
        template: btc-predictor-dtree
      - name: step-btc-predictor-knn
        dependencies: [step-btc-collector]
        template: btc-predictor-knn
      - name: step-btc-scoring
        dependencies: [step-btc-predictor-dtree, step-btc-predictor-knn]
        template: btc-scoring