optimize size and time using "--no-cache-dir"
Using "--no-cache-dir" flag in pip install ,make sure dowloaded packages by pip don't cached on system . This is a best practise which make sure to fetch ftom repo instead of using local cached one . Further , in case of Docker Containers , by restricing caching , we can reduce image size. In term of stats , it depends upon the number of python packages multiplied by their respective size . e.g for heavy packages with a lot of dependencies it reduce a lot by don't caching pip packages. Further , more detail information can be found at https://medium.com/sciforce/strategies-of-docker-images-optimization-2ca9cc5719b6
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@ -3,8 +3,8 @@ FROM tensorflow/tensorflow:1.13.2
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RUN apt-get update \
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&& apt-get install -y git
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RUN git clone --depth 1 https://github.com/aymericdamien/TensorFlow-Examples.git
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RUN python -m pip install -U pip setuptools
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RUN python -m pip install matplotlib
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RUN python -m pip install --no-cache-dir -U pip setuptools
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RUN python -m pip install --no-cache-dir matplotlib
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WORKDIR /TensorFlow-Examples/examples
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@ -2,7 +2,7 @@ FROM fedora:31
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# Install bazel.
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RUN dnf install -y dnf-plugins-core && dnf copr enable -y vbatts/bazel
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RUN dnf install -y git gcc make golang gcc-c++ glibc-devel python3 which python3-pip python3-devel libffi-devel openssl-devel pkg-config glibc-static libstdc++-static patch diffutils
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RUN pip install pycparser
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RUN pip install --no-cache-dir pycparser
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RUN dnf install -y bazel3
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# Install gcloud.
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RUN curl https://dl.google.com/dl/cloudsdk/channels/rapid/downloads/google-cloud-sdk-289.0.0-linux-x86_64.tar.gz | \
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@ -41,7 +41,7 @@ while true; do
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done
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# junitparser is used to merge junit xml files.
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pip install junitparser
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pip install --no-cache-dir junitparser
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# We need a kbuilder user, which may already exist.
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useradd -c "kbuilder user" -m -s /bin/bash kbuilder || true
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