app.yaml

# Copyright 2017, Google, Inc.
# 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
#
#    http://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.
---
# If this is the first Google App Engine Service you are deploying,
# change 'modelserve' to 'default', since the first service must be
# named 'default'.
service: modelserve
runtime: python
env: flex
entrypoint: gunicorn -b :$PORT main:app

runtime_config:
  python_version: 3

manual_scaling:
  instances: 1

endpoints_api_service:
  name: modelserve-dot-PROJECT_ID.appspot.com
  config_id: CONFIG_ID

env_variables:
    # The app will look for the model file at: gs://MODEL_BUCKET/MODEL_FILENAME
    MODEL_BUCKET: BUCKET_NAME
    MODEL_FILENAME: lr.pkl