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tg_base_all_machine_learning_deepmask.Dockerfile
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#first build the other one (tg_all_ml_dockerfile)
# nvidia-docker build -t tg/all_machine_learning_deepmask:1 -f tg_all_machine_learning_deepmask.Dockerfile .
#then build this one
# nvidia-docker build -t tg/base_all_machine_learning_deepmask:1 -f tg_base_all_machine_learning_deepmask.Dockerfile .
FROM tg/all_machine_learning_deepmask:1
# To prevent `debconf: unable to initialize frontend: Dialog` error
ENV DEBIAN_FRONTEND=noninteractive
ENV PYTHON_VERSION 2.7
ENV OPENCV_VERSION 3.1.0
ENV NUM_CORES 32
RUN NUM_CORES=$(nproc)
########
#if you run into trouble with i386 requirements do this first: (the libc6 was something i happened to need)
#RUN dpkg --add-architecture i386
#RUN apt-get update
#RUN apt-get install libc6-dbg
#RUN apt-get install libc6-dbg:i386
RUN apt-get update && \
apt-get install -y --no-install-recommends \
ca-certificates \
pkg-config \
build-essential \
libfreetype6-dev \
libpng12-dev \
wget \
python$PYTHON_VERSION-dev \
unzip \
cmake \
git \
ssh \
libatlas-base-dev \
libboost-all-dev \
gfortran \
libtbb2 \
libtbb-dev \
libjasper-dev \
libgtk2.0-dev \
libavcodec-dev \
libavformat-dev \
libswscale-dev \
libjpeg-dev \
libtiff-dev \
libhdf5-dev \
nano \
screen
#OpenCV
WORKDIR /
RUN wget https://github.com/Itseez/opencv/archive/${OPENCV_VERSION}.zip -O opencv3.zip
RUN unzip -q opencv3.zip
RUN mv /opencv-${OPENCV_VERSION} /opencv
RUN rm opencv3.zip
#RUN wget https://github.com/Itseez/opencv_contrib/archive/${OPENCV_VERSION}.zip -O opencv_contrib3.zip
#RUN unzip -q opencv_contrib3.zip
#RUN mv /opencv_contrib-${OPENCV_VERSION} /opencv_contrib
#RUN rm opencv_contrib3.zip
RUN mkdir /opencv/build
WORKDIR /opencv/build
RUN cmake -D CMAKE_BUILD_TYPE=RELEASE \
-D CMAKE_INSTALL_PREFIX=$(python -c "import sys; print(sys.prefix)") \
# -D OPENCV_EXTRA_MODULES_PATH=/opencv_contrib/modules \
-D PYTHON_EXECUTABLE=$(which python) \
-D BUILD_EXAMPLES=OFF \
-D INSTALL_C_EXAMPLES=OFF \
-D INSTALL_PYTHON_EXAMPLES=OFF \
-D INSTALL_TESTS=OFF \
-D BUILD_opencv_java=OFF \
-D WITH_IPP=OFF \
-D WITH_TBB=ON \
-D BUILD_NEW_PYTHON_SUPPORT=ON \
-D WITH_QT=OFF ..
#cmake -D CMAKE_BUILD_TYPE=RELEASE -D CMAKE_INSTALL_PREFIX=$(python -c "import sys; print(sys.prefix)") -D PYTHON_EXECUTABLE=$(which python) -D BUILD_EXAMPLES=OFF -D INSTALL_C_EXAMPLES=OFF -D INSTALL_PYTHON_EXAMPLES=OFF -D INSTALL_TESTS=OFF -D BUILD_opencv_java=OFF -D WITH_IPP=OFF -D WITH_TBB=ON -D BUILD_NEW_PYTHON_SUPPORT=ON -D WITH_QT=OFF ..
RUN make -j24
RUN make install && make clean
RUN ldconfig
#for some reason the cv2.so isnt put anywhere useful.
RUN ln -s /opencv/build/lib/cv2.so /usr/lib/python2.7/dist-packages/
WORKDIR /
COPY requirements.txt .
RUN pip install -r requirements.txt
# Get the maxmind geoip db. TODO: have this auto-update
WORKDIR /usr/local/lib/python2.7/dist-packages/maxminddb
RUN wget http://geolite.maxmind.com/download/geoip/database/GeoLite2-Country.mmdb.gz
RUN gzip -d GeoLite2-Country.mmdb.gz
WORKDIR /
# Make ssh dir
RUN mkdir /root/.ssh/
# Copy over private key, and set permissions
COPY id_rsa /root/.ssh/id_rsa
# Create known_hosts
RUN touch /root/.ssh/known_hosts
# Add bitbucket key
RUN ssh-keyscan bitbucket.org >> /root/.ssh/known_hosts
RUN ssh-keyscan github.com >> /root/.ssh/known_hosts
RUN chmod 400 ~/.ssh/id_rsa
#hitting host key verification failed in following line
RUN git clone git@bitbucket.org:trendiGuru/rq-tg.git && pip install -e rq-tg
RUN git clone git@github.com:trendiguru/core.git /usr/lib/python2.7/dist-packages/trendi
#things that didnt come up in requirements.txt for whatever reason
RUN apt-get update
#jeremy convenience
RUN echo "0,20,40 * * * * /usr/lib/python2.7/trendi/classifier_stuff/auto_progress_plots.sh" >> /var/spool/cron/crontabs/root
#RUN ln -s /usr/lib/python2.7/dist-packages/trendi/classifier_stuff/caffe_nns/jrlayers.py /root/caffe/python
RUN ln -s /usr/lib/python2.7/dist-packages/trendi/classifier_stuff/caffe_nns/jrlayers2.py /root/caffe/python
#RUN ln -s /usr/lib/python2.7/dist-packacges/trendi/classifier_stuff/caffe_nns/surgery.py /root/caffe/python
#RUN ln -s /usr/lib/python2.7/dist-packages/trendi/classifier_stuff/caffe_nns/score.py /root/caffe/python
RUN echo "alias gp='git -C /usr/lib/python2.7/dist-packages/trendi pull'" >> /root/.bashrc
RUN echo "alias tgnn='/usr/lib/python2.7/dist-packages/trendi/classifier_stuff/caffe_nns'" >> /root/.bashrc
CMD ["bash"]