seldon-deployment-config.yaml

apiVersion: machinelearning.seldon.io/v1
kind: SeldonDeployment
metadata:
  name: osp-seldon
spec:
  name: osp
  annotations:
    seldon.io/rest-timeout: "1000000"
    seldon.io/grpc-timeout: "1000000"
  predictors:
  - componentSpecs:
    - spec:
        containers:
        - image: quay.io/aicoe/optimal-stopping-point:latest
          name: osp-clf
          imagePullPolicy: Always
          resources:
            requests:
              cpu: 100m
              memory: 250Mi
            limits:
              cpu: 500m
              memory: 4Gi
          env:
          - name: GUNICORN_WORKERS
            value: '1'
          - name: GUNICORN_THREADS
            value: '2'
          - name: S3_ENDPOINT
            valueFrom:
              secretKeyRef:
                key: S3_ENDPOINT
                name: github-pr-ttm-secret
          - name: S3_ACCESS_KEY
            valueFrom:
              secretKeyRef:
                key: S3_ACCESS_KEY
                name: github-pr-ttm-secret
          - name: S3_SECRET_KEY
            valueFrom:
              secretKeyRef:
                key: S3_SECRET_KEY
                name: github-pr-ttm-secret
          - name: S3_BUCKET
            valueFrom:
              secretKeyRef:
                key: S3_BUCKET
                name: github-pr-ttm-secret
    svcOrchSpec:
      resources:
        requests:
          cpu: 100m
          memory: 250Mi
        limits:
          cpu: 500m
          memory: 500Mi
    graph:
      children: []
      endpoint:
        type: REST
      name: osp-clf
      type: MODEL
    name: osp-pred
    replicas: 1