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FROM tensorflow/tensorflow:latest-gpu
RUN apt-get update
RUN mkdir -p /home/linaro
WORKDIR /home/linaro
# Install git
RUN apt-get install -y git
# Install python 3.8
RUN add-apt-repository -y ppa:deadsnakes/ppa
RUN apt-get install -y python3.8
RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.8 0
RUN update-alternatives --set python3 /usr/bin/python3.8
# Upgrade pip
RUN python -m pip install --user --upgrade pip
# Install python compatibility library
RUN pip install six
#
# Preprocessing dependencies
#
RUN pip install nltk
RUN apt-get install -y python3-enchant
# Install opam
RUN apt-get install -y opam
RUN opam init -y
# Install autogen
RUN apt-get install -y automake
# Install coccinelle 1.0.8
RUN git clone --branch 1.0.8 https://github.com/coccinelle/coccinelle.git
WORKDIR /home/linaro/coccinelle
RUN ./autogen
RUN ./configure
RUN make
RUN make install
WORKDIR /home/linaro/
# Download stopwords from natural language toolkit
RUN python -c "import nltk; nltk.download('stopwords')"
# Install parmap
RUN apt-get install -y libparmap-ocaml-dev
# Install tools to build training sets
RUN git clone https://git.linaro.org/people/mathieu.poirier/tooling.git
ENV PATH="/home/linaro/tooling:${PATH}"
RUN chmod 755 /home/linaro/tooling/*
RUN apt-get install -y parallel
# Install the PatchNet model
RUN git clone https://github.com/Xin-Zhou-smu/PatchNet.git
WORKDIR /home/linaro/PatchNet/preprocessing
RUN make
WORKDIR /home/linaro/
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