examples/financial_time_series/tensorflow_model/CPU/Dockerfile

34 lines
1.2 KiB
Docker

# Copyright 2018 The Kubeflow Authors All rights reserved.
#
# 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.
FROM tensorflow/tensorflow:1.15.0-py3
# install gcloud
RUN apt-get update && apt-get install -y jq
RUN curl https://dl.google.com/dl/cloudsdk/release/google-cloud-sdk.tar.gz > /tmp/google-cloud-sdk.tar.gz
RUN mkdir -p /usr/local/gcloud
RUN tar -C /usr/local/gcloud -xvf /tmp/google-cloud-sdk.tar.gz
RUN /usr/local/gcloud/google-cloud-sdk/install.sh
ENV PATH $PATH:/usr/local/gcloud/google-cloud-sdk/bin
# install python packages
RUN pip3 install google-cloud-storage==1.17.0 \
google-cloud-bigquery==1.6.0 \
pandas==0.23.4
COPY . /opt/workdir
WORKDIR /opt/workdir