deploymnet.yaml

---
apiVersion: machinelearning.seldon.io/v1alpha2
kind: SeldonDeployment
metadata:
  labels:
    app: seldon
  name: "seldon-deployment"
  namespace: seldon
spec:
  annotations:
    project_name: NLP Pipeline
    deployment_version: v1
  name: "seldon-deployment"
  predictors:
    - componentSpecs:
        - spec:
            containers:
              - image: tokenizeserving:1.0.0
                imagePullPolicy: IfNotPresent
                name: tokenizeserving
              - image: vecotrizeserving:1.0.0
                imagePullPolicy: IfNotPresent
                name: vecotrizeserving
              - image: lrserving:0.1
                imagePullPolicy: IfNotPresent
                name: lrserving
            terminationGracePeriodSeconds: 20
      graph:
        children:
          - name: vecotrizeserving
            endpoint:
              type: REST
            type: MODEL
            modelName: src.steps.tfidftransformer.TFIDFTransformer
            children:
              - name: lrserving
                endpoint:
                  type: REST
                type: MODEL
                modelName: src.steps.lrclassifier.LRClassifier
                children: []
        name: tokenizeserving
        endpoint:
          type: REST
        type: MODEL
        modelName: src.steps.tokenize.Tokenize
      name: single-model
      replicas: 1
      annotations:
        predictor_version: v1