forked from GoogleCloudPlatform/training-data-analyst
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Dockerfile
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/
Dockerfile
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# Copyright 2018 The Kubeflow Authors
#
# 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 gcr.io/ml-pipeline/ml-pipeline-kubeflow-trainer:0.0.18
#FROM tensorflow/tensorflow:1.11.0-py3
RUN apt-get update -y && apt-get install --no-install-recommends -y -q ca-certificates python-dev python-setuptools wget unzip git
RUN easy_install pip
RUN pip install google-api-python-client
RUN cd / && \
wget -nv https://dl.google.com/dl/cloudsdk/release/google-cloud-sdk.zip && \
unzip -qq google-cloud-sdk.zip -d tools && \
rm google-cloud-sdk.zip && \
tools/google-cloud-sdk/install.sh --usage-reporting=false \
--path-update=false --bash-completion=false \
--disable-installation-options && \
tools/google-cloud-sdk/bin/gcloud -q components update \
gcloud core gsutil && \
tools/google-cloud-sdk/bin/gcloud config set component_manager/disable_update_check true && \
touch /tools/google-cloud-sdk/lib/third_party/google.py
ENV PATH $PATH:/tools/node/bin:/tools/google-cloud-sdk/bin
RUN mkdir -p /babyweight/src && \
cd /babyweight/src && \
git clone https://github.com/GoogleCloudPlatform/training-data-analyst && \
rm -rf /ml/trainer
COPY train.sh ./
ENTRYPOINT ["bash", "./train.sh"]