Dockerfile.cpu

FROM ubuntu:20.04

MAINTAINER "Ammar Yasir Niach   email:ammar.naich@gmail.com"

ARG PYTHON_VERSION=3.8
ARG OPENCV_VERSION=4.5.0

# Needed for string substitution
SHELL ["/bin/bash", "-c"]
# https://techoverflow.net/2019/05/18/how-to-fix-configuring-tzdata-interactive-input-when-building-docker-images/
ENV DEBIAN_FRONTEND=noninteractive
ENV TZ=Europe/London



COPY cpu_requirements.txt ./

# add sources for older pythons
 RUN apt-get update && \
    apt-get install -y --no-install-recommends software-properties-common && \
    add-apt-repository ppa:deadsnakes/ppa && \

# Install all dependencies for OpenCV
    apt-get -y update -qq --fix-missing && \
    apt-get -y install --no-install-recommends \
        python${PYTHON_VERSION} \
        python${PYTHON_VERSION}-dev \
        $( [ ${PYTHON_VERSION%%.*} -ge 3 ] && echo "python${PYTHON_VERSION%%.*}-distutils" ) \
        wget \
        unzip \
        cmake \
        ffmpeg \
        libtbb2 \
        gfortran \
        apt-utils \
        pkg-config \
        checkinstall \
        qt5-default \
        build-essential \
        libopenblas-base \
        libopenblas-dev \
        liblapack-dev \
        libatlas-base-dev \
        #libgtk-3-dev \
        #libavcodec58 \
        libavcodec-dev \
        #libavformat58 \
        libavformat-dev \
        libavutil-dev \
        #libswscale5 \
        libswscale-dev \
        libjpeg8-dev \
        libpng-dev \
        libtiff5-dev \
        #libdc1394-22 \
        libdc1394-22-dev \
        libxine2-dev \
        libv4l-dev \
        libgstreamer1.0 \
        libgstreamer1.0-dev \
        libgstreamer-plugins-base1.0-0 \
        libgstreamer-plugins-base1.0-dev \
        libglew-dev \
        libpostproc-dev \
        libeigen3-dev \
        libtbb-dev \
        zlib1g-dev \
        libsm6 \
        libxext6 \
        libxrender1 


# install python dependencies
    # sysctl -w net.ipv4.ip_forward=1 && \
RUN wget https://bootstrap.pypa.io/get-pip.py --progress=bar:force:noscroll && \
    python${PYTHON_VERSION} get-pip.py && \
    rm get-pip.py && \
    pip${PYTHON_VERSION} install numpy==1.19.4 \
    pandas==1.1.5 \
    scikit-learn==0.23.2\
    matplotlib==3.3.3 \
    seaborn==0.11.1 \
    pyyaml==5.3.1 \
    #h5py==3.1.0\
    tensorflow==2.4.0\
    keras==2.4.3 \ 
    mxnet \
    chainer \
    theano==1.0.5 \
    jupyterlab \
    nltk==3.5

EXPOSE 8888

  
# Opening port for Tensorboard
EXPOSE 6006

## install pytoch  
RUN pip${PYTHON_VERSION} install torch==1.7.1+cpu torchvision==0.8.2+cpu torchaudio==0.7.2 -f https://download.pytorch.org/whl/torch_stable.html

#Java
#
# Install JDK (Java Development Kit), which includes JRE (Java Runtime
# Environment). Or, if you just want to run Java apps, you can install
# JRE only using: apt install default-jre
RUN apt-get install -y --no-install-recommends default-jdk



# Install OpenCV
RUN wget https://github.com/opencv/opencv/archive/$OPENCV_VERSION.zip -O opencv.zip --progress=bar:force:noscroll && \
    unzip -q opencv.zip && \
    mv /opencv-$OPENCV_VERSION /opencv && \
    rm opencv.zip && \
    wget https://github.com/opencv/opencv_contrib/archive/$OPENCV_VERSION.zip -O opencv_contrib.zip --progress=bar:force:noscroll && \
    unzip -q opencv_contrib.zip && \
    mv /opencv_contrib-$OPENCV_VERSION /opencv_contrib && \
    rm opencv_contrib.zip && \

# Prepare build
    mkdir /opencv/build && \
    cd /opencv/build && \
    cmake \
      -D CMAKE_BUILD_TYPE=RELEASE \
      -D BUILD_PYTHON_SUPPORT=ON \
      -D BUILD_DOCS=ON \
      -D BUILD_PERF_TESTS=OFF \
      -D BUILD_TESTS=OFF \
      -D CMAKE_INSTALL_PREFIX=/usr/local \
      -D OPENCV_EXTRA_MODULES_PATH=/opencv_contrib/modules \
      -D BUILD_opencv_python3=$( [ ${PYTHON_VERSION%%.*} -ge 3 ] && echo "ON" || echo "OFF" ) \
      -D BUILD_opencv_python2=$( [ ${PYTHON_VERSION%%.*} -lt 3 ] && echo "ON" || echo "OFF" ) \
      -D PYTHON${PYTHON_VERSION%%.*}_EXECUTABLE=$(which python${PYTHON_VERSION}) \
      -D PYTHON_DEFAULT_EXECUTABLE=$(which python${PYTHON_VERSION}) \
      -D BUILD_EXAMPLES=OFF \
      -D WITH_IPP=OFF \
      -D WITH_FFMPEG=ON \
      -D WITH_GSTREAMER=ON \
      -D WITH_V4L=ON \
      -D WITH_LIBV4L=ON \
      -D WITH_TBB=ON \
      -D WITH_QT=ON \
      -D WITH_OPENGL=ON \
      -D WITH_LAPACK=ON \
      #-D WITH_HPX=ON \
      -D ENABLE_PRECOMPILED_HEADERS=OFF \
      .. \
    && \
# Build, Test and Install
    cd /opencv/build && \
    make -j$(nproc) && \
    make install && \
    ldconfig && \

# cleaning
   apt-get -y remove \
        unzip \
        cmake \
        gfortran \
        apt-utils \
        pkg-config \
        checkinstall \
        build-essential \
        libopenblas-dev \
        liblapack-dev \
        libatlas-base-dev \
        #libgtk-3-dev \
        libavcodec-dev \
        libavformat-dev \
        libavutil-dev \
        libswscale-dev \
        libjpeg8-dev \
        libpng12-dev \
        libtiff5-dev \
        libdc1394-22-dev \
        libxine2-dev \
        libv4l-dev \
        libgstreamer1.0-dev \
        libgstreamer-plugins-base1.0-dev \
        libglew-dev \
        libpostproc-dev \
        libeigen3-dev \
        libtbb-dev \
        zlib1g-dev \
    && \

    ### cleanup
    apt-get autoremove -y && \
    apt-get clean && \
    rm -rf /var/lib/apt/lists/* /tmp/* ~/* && \
    rm -rf /opencv /opencv_contrib /var/lib/apt/lists/* && \

# Set the default python and install PIP packages
    update-alternatives --install /usr/bin/python${PYTHON_VERSION%%.*} python${PYTHON_VERSION%%.*} /usr/bin/python${PYTHON_VERSION} 1 && \
    update-alternatives --install /usr/bin/python python /usr/bin/python${PYTHON_VERSION} 1 && \

# Call default command.
    ffmpeg -version && \
    #ldd `which ffmpeg` && \
    python --version && \
    python -c "import cv2 ; print(cv2.__version__)"


WORKDIR "/root/"

#ENTRYPOINT ["/bin/bash"]
CMD ["jupyter","notebook","--port=8888","--ip=0.0.0.0","--allow-root","--no-browser"]