ai-ml/t5-model-serving/kubernetes/application.yaml

# Copyright 2023 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

apiVersion: apps/v1
kind: Deployment
metadata:
  name: fastdash
  labels:
    app: fastdash
spec:
  replicas: 1
  selector:
    matchLabels:
      app: fastdash
  template:
    metadata:
      labels:
        app: fastdash
    spec:
      containers:
        - name: main
          image: us-central1-docker.pkg.dev/PROJECT_ID/models/fastdash:latest
          imagePullPolicy: IfNotPresent
          env:
            - name: MODEL_PREDICTION
              value: "http://t5-inference:8080/predictions/t5-small/1.0"
            - name: MODEL_MANAGEMENT
              value: "http://t5-inference:8081/predictions/models/t5-small"
          resources:
            limits:
              cpu: 250m
              memory: 512Mi
              ephemeral-storage: 1Gi
            requests:
              cpu: 250m
              memory: 512Mi
              ephemeral-storage: 1Gi
          ports:
            - containerPort: 8050
              name: http
          readinessProbe:
            httpGet:
              path: /
              port: http
---
apiVersion: v1
kind: Service
metadata:
  name: fastdash
  labels:
    app: fastdash
spec:
  type: ClusterIP
  selector:
    app: fastdash
  ports:
    - port: 8050
      name: http
      targetPort: http