| # Licensed to the Apache Software Foundation (ASF) under one or more |
| # contributor license agreements. See the NOTICE file distributed with |
| # this work for additional information regarding copyright ownership. |
| # The ASF licenses this file to You 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. |
| |
| FROM python:3.7-slim |
| |
| RUN apt-get update && apt-get -y install --no-install-recommends default-libmysqlclient-dev libpq-dev build-essential wget |
| |
| # We temporarily downgrade the protobuf version under 3.20.x. |
| # Reference: https://developers.google.com/protocol-buffers/docs/news/2022-05-06#python-updates |
| RUN pip install --no-cache-dir greenlet==1.1.3 mlflow==1.15.0 sqlalchemy==1.4.11 boto3==1.17.58 pymysql==0.9.3 "protobuf<3.20" && pip cache purge |
| |
| COPY start.sh /usr/local/bin |
| |
| WORKDIR /usr/local/bin |
| |
| ENV MLFLOW_S3_ENDPOINT_URL http://submarine-minio-service:9000 |
| ENV AWS_ACCESS_KEY_ID submarine_minio |
| ENV AWS_SECRET_ACCESS_KEY submarine_minio |
| ENV BACKEND_URI mysql+pymysql://mlflow:password@submarine-database:3306/mlflowdb |
| |
| |
| EXPOSE 5000 |
| |
| CMD ./start.sh |
