pipeline-app.yaml

version: v2-alpha
kind: Application
name: claims-pipeline-app
streaming:
  in-topic: claims-input
  out-topic: claims-output

pipeline:
  1-preprocessing:
    signature: claims
    model:
      name: claims-preprocessing
      version: 1
    runtime:
      name: hydrosphere/serving-runtime-python
      version: 3.6-latest
    environment: cpu

  2-model:
    signature: claims
    monitoring:
      ks:
        input: feature_42
        type: Kolmogorov-Smirnov
        is_healthcheck: true
      gan:
        input: feature
        type: GAN
        app: claims-autoencoder-app
        is_healthcheck: true
      autoencoder:
        input: feature
        type: Autoencoder
        app: claims-autoencoder-app
        is_healthcheck: true
    modelservices:
      simple-xeon:
        model:
          name: claims-model
          version: 1
        runtime:
          name: hydrosphere/serving-runtime-python
          version: 3.6-latest
        environment: xeon
        weight: 80
      test-old:
        model:
          name: claims-model-old
          version: 2
        runtime:
          name: hydrosphere/serving-runtime-python
          version: 3.6-latest
        weight: 20

weights into modelservice