list style

pipeline-app-list-style.yaml

kind: Application
name: claims-pipeline-app
streaming:
  in-topic: claims-input
  out-topic: claims-output

pipeline:
  -
    signature: claims
    model: claims-preprocessing:1
    runtime: hydrosphere/serving-runtime-python:3.6-latest
    environment: cpu
  -
    signature: claims
    monitoring:
      -
        name: ks
        input: feature_42
        type: Kolmogorov-Smirnov
        healthcheck:
          enabled: true
          treshold: 69
      -
        name: gan
        input: feature
        type: GAN
        app: claims-autoencoder-app
        healthcheck:
          enabled: true
          treshold: 69
      -
        name: autoencoder
        input: feature
        type: Autoencoder
        app: claims-autoencoder-app
        healthcheck:
          enabled: true
          treshold: 69
    modelservices:
      -
        model: claims-model:1
        runtime: hydrosphere/serving-runtime-python:3.6-latest
        environment: xeon
        weight: 80
      -
        model: claims-model-old:2
        runtime: hydrosphere/serving-runtime-python:3.6-latest
        weight: 20

monitoring:
  - name: ks
    input: feature_42