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Issue #1: add containerised build for TFS (not yet tested)
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#FROM alerte/tensorflow-serving-devel as build-env | ||
## patched build env | ||
FROM ubuntu:16.04 as build-env | ||
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RUN apt-get update && apt-get install -y \ | ||
build-essential \ | ||
curl \ | ||
git \ | ||
libfreetype6-dev \ | ||
libpng12-dev \ | ||
libzmq3-dev \ | ||
mlocate \ | ||
pkg-config \ | ||
python-dev \ | ||
python-numpy \ | ||
python-pip \ | ||
software-properties-common \ | ||
swig \ | ||
zip \ | ||
zlib1g-dev \ | ||
libcurl3-dev \ | ||
openjdk-8-jdk\ | ||
openjdk-8-jre-headless \ | ||
wget \ | ||
&& \ | ||
apt-get clean && \ | ||
rm -rf /var/lib/apt/lists/* | ||
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# Set up grpc | ||
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RUN pip install mock grpcio | ||
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# Set up Bazel. | ||
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ENV BAZELRC /root/.bazelrc | ||
# Install the most recent bazel release. | ||
ENV BAZEL_VERSION 0.13.0 | ||
WORKDIR / | ||
RUN mkdir /bazel && \ | ||
cd /bazel && \ | ||
curl -fSsL -O https://github.com/bazelbuild/bazel/releases/download/$BAZEL_VERSION/bazel-$BAZEL_VERSION-installer-linux-x86_64.sh && \ | ||
curl -fSsL -o /bazel/LICENSE.txt https://raw.githubusercontent.com/bazelbuild/bazel/master/LICENSE && \ | ||
chmod +x bazel-*.sh && \ | ||
./bazel-$BAZEL_VERSION-installer-linux-x86_64.sh && \ | ||
cd / && \ | ||
rm -f /bazel/bazel-$BAZEL_VERSION-installer-linux-x86_64.sh | ||
## patched build env | ||
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COPY . /build_dir | ||
WORKDIR /build_dir | ||
RUN bazel build -c opt //tensorflow_serving/model_servers:tensorflow_model_server | ||
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#bazel-bin/tensorflow_serving/model_servers/tensorflow_model_server | ||
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FROM ubuntu:xenial | ||
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# need to add a PPA for libstdc++6 https://github.com/tensorflow/serving/issues/819 | ||
RUN apt-get update | ||
RUN apt-get install -y software-properties-common # if not already installed | ||
RUN add-apt-repository ppa:ubuntu-toolchain-r/test -y | ||
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# Install general packages | ||
RUN apt-get update && apt-get install -y \ | ||
curl \ | ||
libcurl3-dev \ | ||
unzip \ | ||
wget \ | ||
libstdc++6 \ | ||
&& \ | ||
apt-get clean && \ | ||
rm -rf /var/lib/apt/lists/* | ||
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# RUN echo "deb [arch=amd64] http://storage.googleapis.com/tensorflow-serving-apt stable tensorflow-model-server tensorflow-model-server-universal" | tee /etc/apt/sources.list.d/tensorflow-serving.list \ | ||
# && curl https://storage.googleapis.com/tensorflow-serving-apt/tensorflow-serving.release.pub.gpg | apt-key add - \ | ||
# && apt-get update && apt-get install tensorflow-model-server | ||
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COPY --from=build-env /build_dir/bazel-bin/tensorflow_serving/model_servers/tensorflow_model_server /usr/bin | ||
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ENTRYPOINT ["tensorflow_model_server"] | ||
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CMD ["/bin/bash"] |