mirror of https://github.com/kubeflow/examples.git
39 lines
1.1 KiB
Docker
39 lines
1.1 KiB
Docker
# Copyright 2018 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
|
|
#
|
|
# 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.
|
|
|
|
# Use an official Ubuntu 18.04 as parent image
|
|
FROM ubuntu:18.04
|
|
|
|
# Install python 2.7.
|
|
FROM python:2.7
|
|
|
|
RUN apt-get update
|
|
RUN apt-get install -y git make g++
|
|
|
|
# Download the training set and code.
|
|
COPY ames_dataset/ ./ames_dataset
|
|
COPY housing.py ./housing.py
|
|
|
|
# Install Kubeflow seldon_serve component.
|
|
COPY seldon_serve/ ./seldon_serve
|
|
RUN pip install -r seldon_serve/requirements.txt
|
|
|
|
# Build XGBoost.
|
|
RUN git clone --recursive https://github.com/dmlc/xgboost && \
|
|
cd xgboost && \
|
|
make -j4 && \
|
|
cd python-package; python setup.py install
|
|
|
|
ENTRYPOINT ["python", "housing.py"]
|