Dockerfile.Inference

# A image for building paddle binaries
# Use cuda devel base image for both cpu and gpu environment
# When you modify it, please be aware of cudnn-runtime version
FROM nvidia/cuda:10.1-cudnn7-devel-ubuntu16.04
MAINTAINER PaddlePaddle Authors <paddle-dev@baidu.com>

ARG UBUNTU_MIRROR
RUN /bin/bash -c 'if [[ -n ${UBUNTU_MIRROR} ]]; then sed -i 's#http://archive.ubuntu.com/ubuntu#${UBUNTU_MIRROR}#g' /etc/apt/sources.list; fi'

# ENV variables
ARG WITH_GPU
ARG WITH_AVX

ENV WOBOQ OFF
ENV WITH_GPU=${WITH_GPU:-ON}
ENV WITH_AVX=${WITH_AVX:-ON}

ENV HOME /root
# Add bash enhancements
COPY ./paddle/scripts/docker/root/ /root/

# Prepare packages for Python
RUN apt-get update && \
    apt-get install -y make build-essential libssl-dev zlib1g-dev libbz2-dev \
    libreadline-dev libsqlite3-dev wget curl llvm libncurses5-dev libncursesw5-dev \
    xz-utils tk-dev libffi-dev liblzma-dev openmpi-bin openmpi-doc libopenmpi-dev

# Downgrade gcc&&g++
RUN apt-get update
WORKDIR /usr/bin
RUN apt install -y gcc-4.8 g++-4.8
RUN cp gcc gcc.bak
RUN cp g++ g++.bak
RUN rm gcc
RUN rm g++
RUN ln -s gcc-4.8 gcc
RUN ln -s g++-4.8 g++

# Install Python3.6
RUN mkdir -p /root/python_build/ && wget -q https://www.sqlite.org/2018/sqlite-autoconf-3250300.tar.gz && \
    tar -zxf sqlite-autoconf-3250300.tar.gz && cd sqlite-autoconf-3250300 && \
    ./configure -prefix=/usr/local && make -j8 && make install && cd ../ && rm sqlite-autoconf-3250300.tar.gz && \
    wget -q https://www.python.org/ftp/python/3.6.0/Python-3.6.0.tgz && \
    tar -xzf Python-3.6.0.tgz && cd Python-3.6.0 && \
    CFLAGS="-Wformat" ./configure --prefix=/usr/local/ --enable-shared > /dev/null && \
    make -j8 > /dev/null && make altinstall > /dev/null

# Install Python3.7
RUN wget -q https://www.python.org/ftp/python/3.7.0/Python-3.7.0.tgz && \
    tar -xzf Python-3.7.0.tgz && cd Python-3.7.0 && \
    CFLAGS="-Wformat" ./configure --prefix=/usr/local/ --enable-shared > /dev/null && \
    make -j8 > /dev/null && make altinstall > /dev/null

RUN rm -r /root/python_build

RUN apt-get update && \
    apt-get install -y --allow-downgrades --allow-change-held-packages \
    patchelf python3 python3-dev python3-pip \
    git python-pip python-dev python-opencv openssh-server bison \
    libnccl2=2.1.2-1+cuda8.0 libnccl-dev=2.1.2-1+cuda8.0 \
    wget unzip unrar tar xz-utils bzip2 gzip coreutils ntp \
    curl sed grep graphviz libjpeg-dev zlib1g-dev  \
    python-matplotlib gcc-4.8 g++-4.8 \
    automake locales clang-format swig  \
    liblapack-dev liblapacke-dev \
    clang-3.8 llvm-3.8 libclang-3.8-dev \
    net-tools libtool ccache && \
    apt-get clean -y

# install cmake
WORKDIR /home
RUN wget -q https://cmake.org/files/v3.16/cmake-3.16.0-Linux-x86_64.tar.gz
RUN tar -zxvf cmake-3.16.0-Linux-x86_64.tar.gz
RUN rm cmake-3.16.0-Linux-x86_64.tar.gz
ENV PATH=/home/cmake-3.16.0-Linux-x86_64/bin:$PATH

# Install Python2.7.15 to replace original python
WORKDIR /home
ENV version=2.7.15
RUN wget https://www.python.org/ftp/python/$version/Python-$version.tgz
RUN tar -xvf Python-$version.tgz
WORKDIR /home/Python-$version
RUN ./configure --enable-unicode=ucs4 --enable-shared CFLAGS=-fPIC --prefix=/usr/local/python2.7.15
RUN make && make install

RUN echo "export PATH=/usr/local/python2.7.15/include:${PATH}" >> ~/.bashrc
RUN echo "export PATH=/usr/local/python2.7.15/bin:${PATH}" >> ~/.bashrc
RUN echo "export LD_LIBRARY_PATH=/usr/local/python2.7.15/lib:${LD_LIBRARY_PATH}" >> ~/.bashrc
RUN echo "export CPLUS_INCLUDE_PATH=/usr/local/python2.7.15/include/python2.7:$CPLUS_INCLUDE_PATH" >> ~/.bashrc
ENV PATH=/usr/local/python2.7.15/include:${PATH}
ENV PATH=/usr/local/python2.7.15/bin:${PATH}
ENV LD_LIBRARY_PATH=/usr/local/python2.7.15/lib:${LD_LIBRARY_PATH}
ENV CPLUS_INCLUDE_PATH=/usr/local/python2.7.15/include/python2.7:$CPLUS_INCLUDE_PATH
RUN mv /usr/bin/python /usr/bin/python.bak
RUN ln -s /usr/local/python2.7.15/bin/python2.7 /usr/local/bin/python
RUN ln -s /usr/local/python2.7.15/bin/python2.7 /usr/bin/python
WORKDIR /home
RUN wget https://files.pythonhosted.org/packages/b0/d1/8acb42f391cba52e35b131e442e80deffbb8d0676b93261d761b1f0ef8fb/setuptools-40.6.2.zip
RUN apt-get -y install unzip
RUN unzip setuptools-40.6.2.zip
WORKDIR /home/setuptools-40.6.2
RUN python setup.py build
RUN python setup.py install
WORKDIR /home

RUN wget https://files.pythonhosted.org/packages/69/81/52b68d0a4de760a2f1979b0931ba7889202f302072cc7a0d614211bc7579/pip-18.0.tar.gz
RUN tar -zxvf pip-18.0.tar.gz
WORKDIR pip-18.0
RUN python setup.py install && \
    python3 setup.py install

WORKDIR /home
RUN rm Python-$version.tgz setuptools-40.6.2.zip pip-18.0.tar.gz && \
    rm -r Python-$version setuptools-40.6.2 pip-18.0

# Install Go and glide
RUN wget -qO- https://storage.googleapis.com/golang/go1.8.1.linux-amd64.tar.gz | \
    tar -xz -C /usr/local && \
    mkdir /root/gopath && \
    mkdir /root/gopath/bin && \
    mkdir /root/gopath/src
ENV GOROOT=/usr/local/go GOPATH=/root/gopath
# should not be in the same line with GOROOT definition, otherwise docker build could not find GOROOT.
ENV PATH=${PATH}:${GOROOT}/bin:${GOPATH}/bin
# install glide
RUN curl -s -q https://glide.sh/get | sh

# Install TensorRT
# following TensorRT.tar.gz is not the default official one, we do two miny changes:
# 1. Remove the unnecessary files to make the library small. TensorRT.tar.gz only contains include and lib now,
#    and its size is only one-third of the official one.
# 2. Manually add ~IPluginFactory() in IPluginFactory class of NvInfer.h, otherwise, it couldn't work in paddle.
#    See https://github.com/PaddlePaddle/Paddle/issues/10129 for details.

RUN wget -q https://paddlepaddledeps.cdn.bcebos.com/TensorRT-6.0.1.5.Ubuntu-16.04.x86_64-gnu.cuda-10.1.cudnn7.6.tar.gz --no-check-certificate && \
    tar -zxf TensorRT-6.0.1.5.Ubuntu-16.04.x86_64-gnu.cuda-10.1.cudnn7.6.tar.gz -C /usr/local && \
    cp -rf /usr/local/TensorRT-6.0.1.5/include/* /usr/include/ && cp -rf /usr/local/TensorRT-6.0.1.5/lib/* /usr/lib/ 

# git credential to skip password typing
RUN git config --global credential.helper store

# Fix locales to en_US.UTF-8
RUN localedef -i en_US -f UTF-8 en_US.UTF-8

# FIXME: due to temporary ipykernel dependency issue, specify ipykernel jupyter
# version util jupyter fixes this issue.

# specify sphinx version as 1.5.6 and remove -U option for [pip install -U
# sphinx-rtd-theme] since -U option will cause sphinx being updated to newest
# version(1.7.1 for now), which causes building documentation failed.
RUN pip3 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
    pip3 --no-cache-dir install -U docopt PyYAML sphinx==1.5.6 && \
    pip3 --no-cache-dir install sphinx-rtd-theme==0.1.9 recommonmark && \
    pip3.6 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
    pip3.6 --no-cache-dir install -U docopt PyYAML sphinx==1.5.6 && \
    pip3.6 --no-cache-dir install sphinx-rtd-theme==0.1.9 recommonmark && \
    pip3.7 --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
    pip3.7 --no-cache-dir install -U docopt PyYAML sphinx==1.5.6 && \
    pip3.7 --no-cache-dir install sphinx-rtd-theme==0.1.9 recommonmark && \
    pip --no-cache-dir install -U wheel py-cpuinfo==5.0.0 && \
    pip --no-cache-dir install -U docopt PyYAML sphinx==1.5.6 && \
    pip --no-cache-dir install sphinx-rtd-theme==0.1.9 recommonmark

RUN pip3 --no-cache-dir install pre-commit==1.10.4 ipython==5.3.0 && \
    pip3 --no-cache-dir install ipykernel==4.6.0 jupyter==1.0.0 && \
    pip3 --no-cache-dir install opencv-python==3.1.0.0 && \
    pip3.6 --no-cache-dir install pre-commit==1.10.4 ipython==5.3.0 && \
    pip3.6 --no-cache-dir install ipykernel==4.6.0 jupyter==1.0.0 && \
    pip3.6 --no-cache-dir install opencv-python==4.2.0.32 && \
    pip3.7 --no-cache-dir install pre-commit==1.10.4 ipython==5.3.0 && \
    pip3.7 --no-cache-dir install ipykernel==4.6.0 jupyter==1.0.0 && \
    pip3.7 --no-cache-dir install opencv-python==4.2.0.32 && \
    pip --no-cache-dir install pre-commit==1.10.4 ipython==5.3.0 && \
    pip --no-cache-dir install ipykernel==4.6.0 jupyter==1.0.0 && \
    pip --no-cache-dir install opencv-python==3.1.0.0

#For docstring checker
RUN pip3 --no-cache-dir install pylint pytest astroid isort
RUN pip3.6 --no-cache-dir install pylint pytest astroid isort
RUN pip3.7 --no-cache-dir install pylint pytest astroid isort
RUN pip --no-cache-dir install pylint pytest astroid isort LinkChecker

RUN pip3 --no-cache-dir install coverage                
RUN pip3.6 --no-cache-dir install coverage             
RUN pip3.7 --no-cache-dir install coverage            
RUN pip --no-cache-dir install coverage

COPY ./python/requirements.txt /root/
RUN pip3 --no-cache-dir install -r /root/requirements.txt
RUN pip3.6 --no-cache-dir install -r /root/requirements.txt
RUN pip3.7 --no-cache-dir install -r /root/requirements.txt
RUN pip --no-cache-dir install -r /root/requirements.txt

# To fix https://github.com/PaddlePaddle/Paddle/issues/1954, we use
# the solution in https://urllib3.readthedocs.io/en/latest/user-guide.html#ssl-py2
RUN apt-get install -y libssl-dev libffi-dev && apt-get clean -y
RUN pip3 --no-cache-dir install certifi urllib3[secure]
RUN pip3.6 --no-cache-dir install certifi urllib3[secure]
RUN pip3.7 --no-cache-dir install certifi urllib3[secure]
RUN pip --no-cache-dir install certifi urllib3[secure]


# Install woboq_codebrowser to /woboq
RUN git clone https://github.com/woboq/woboq_codebrowser /woboq && \
    (cd /woboq \
     cmake -DLLVM_CONFIG_EXECUTABLE=/usr/bin/llvm-config-3.8 \
           -DCMAKE_BUILD_TYPE=Release . \
     make)

# Install hadoop
RUN wget --no-check-certificate  -q https://paddle-edl.bj.bcebos.com/hadoop-2.7.7.tar.gz && \
     tar -xzf  hadoop-2.7.7.tar.gz && mv hadoop-2.7.7 /usr/local/

# ar mishandles 4GB files
# https://sourceware.org/bugzilla/show_bug.cgi?id=14625
# remove them when apt-get support 2.27 and higher version
RUN wget -q https://launchpad.net/ubuntu/+archive/primary/+sourcefiles/binutils/2.27-9ubuntu1/binutils_2.27.orig.tar.gz && \
    tar -xzf binutils_2.27.orig.tar.gz && \
    cd binutils-2.27 && \
    ./configure && make -j && make install && cd .. && rm -rf binutils-2.27 binutils_2.27.orig.tar.gz

RUN pip --no-cache-dir install -U netifaces==0.10.9

# Configure OpenSSH server. c.f. https://docs.docker.com/engine/examples/running_ssh_service
RUN mkdir /var/run/sshd
RUN echo 'root:root' | chpasswd
RUN sed -ri 's/^PermitRootLogin\s+.*/PermitRootLogin yes/' /etc/ssh/sshd_config
RUN sed -ri 's/UsePAM yes/#UsePAM yes/g' /etc/ssh/sshd_config
CMD source ~/.bashrc
EXPOSE 22