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authorDileep Ranganathan <dileep.ranganathan@intel.com>2019-06-03 15:03:41 -0700
committerDileep Ranganathan <dileep.ranganathan@intel.com>2019-06-03 15:05:34 -0700
commitd3aaa31be6005e9fe7446c7fd9a1492aad8a6fd0 (patch)
tree25929e1f6564b0e3501233a50f14dfdcd4823dd8 /vnfs/DAaaS/sample-apps/sample-minio-load-model/build/Dockerfile
parente8abc0fdf80f9c75b8f789cd5eb5dd3e5c4510a8 (diff)
Sample application to load model from Minio
Sample application with helm charts to load from model repo. Change-Id: If8d09e64044bc2587c444efd3ac95a451ec361dd Issue-ID: ONAPARC-460 Signed-off-by: Dileep Ranganathan <dileep.ranganathan@intel.com>
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+# Copyright (c) 2019 Intel Corporation
+# 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 ubuntu:18.04
+
+RUN apt update -yqq
+
+# Install all the essentials
+RUN apt-get update --fix-missing && \
+ apt-get install -y --no-install-recommends wget curl ca-certificates libglib2.0-0 libxext6 libsm6 libxrender1 \
+ git build-essential openssh-server openssh-client && \
+ mkdir -p /var/run/sshd && \
+ apt-get clean && \
+ rm -rf /var/lib/apt/lists/*
+
+ENV PATH /opt/conda/bin:$PATH
+
+# Install miniconda
+RUN wget --quiet https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda.sh && \
+ /bin/bash ~/miniconda.sh -b -p /opt/conda && \
+ rm ~/miniconda.sh && \
+ ln -s /opt/conda/etc/profile.d/conda.sh /etc/profile.d/conda.sh && \
+ echo ". /opt/conda/etc/profile.d/conda.sh" >> ~/.bashrc && \
+ echo "conda activate base" >> ~/.bashrc
+
+# Install python libraries using conda in the virtual_environment:ml_env
+SHELL ["/bin/bash", "-c"]
+RUN conda update -n base -c defaults conda && \
+ conda create -n ml_env
+RUN conda install -n ml_env -y -c anaconda pip
+RUN pwd
+RUN conda install -n ml_env -y -c anaconda h5py
+
+RUN conda install -n ml_env -y -c pytorch pytorch-cpu
+RUN conda install -n ml_env -y -c conda-forge nlopt
+
+RUN echo "conda activate ml_env" >> ~/.bashrc
+RUN source ~/.bashrc
+RUN /opt/conda/envs/ml_env/bin/pip install --no-cache-dir minio
+
+# Install tini
+RUN apt-get install -y --no-install-recommends curl grep sed dpkg && \
+ TINI_VERSION=`curl https://github.com/krallin/tini/releases/latest | grep -o "/v.*\"" | sed 's:^..\(.*\).$:\1:'` && echo ${TINI_VERSION} && \
+ curl -L "https://github.com/krallin/tini/releases/download/v${TINI_VERSION}/tini_${TINI_VERSION}.deb" > tini.deb && \
+ dpkg -i tini.deb && \
+ rm tini.deb && \
+ apt clean
+
+# This is needed to match the original entrypoint.sh file.
+RUN cp /usr/bin/tini /sbin
+
+
+RUN echo "export PATH=/opt/conda/envs/ml_env/bin:$PATH" >> ~/.bashrc
+
+COPY . /app
+WORKDIR /app
+RUN source ~/.bashrc
+RUN conda install -n ml_env -y --file requirements.txt
+
+ENTRYPOINT [ "/app/entrypoint.sh" ]