frigate/docker/Dockerfile.l4t.base

ARG NGINX_VERSION
FROM blakeblackshear/frigate-nginx-l4t:${NGINX_VERSION} as nginx
FROM frigate-web as web
FROM nvcr.io/nvidia/l4t-tensorflow:r32.6.1-tf2.5-py3 as wheels

ENV DEBIAN_FRONTEND=noninteractive

RUN apt-get -qq update \
    && apt-get -qq install -y \
    python3.8 \
    python3.8-dev \
    wget \
    # opencv dependencies
    build-essential cmake git pkg-config libgtk-3-dev \
    libavcodec-dev libavformat-dev libswscale-dev libv4l-dev \
    libxvidcore-dev libx264-dev libjpeg-dev libpng-dev libtiff-dev \
    gfortran openexr libatlas-base-dev libssl-dev\
    libtbb2 libtbb-dev libdc1394-22-dev libopenexr-dev \
    libgstreamer-plugins-base1.0-dev libgstreamer1.0-dev \
    # scipy dependencies
    gcc gfortran libopenblas-dev liblapack-dev cython

RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
    && python3 get-pip.py

RUN pip3 install scikit-build

RUN pip3 wheel --wheel-dir=/wheels \
    opencv-python-headless \
    numpy \
    imutils \
    scipy \
    psutil \
    Flask \
    paho-mqtt \
    PyYAML \
    matplotlib \
    click \
    setproctitle \
    peewee


FROM nvcr.io/nvidia/l4t-tensorflow:r32.6.1-tf2.5-py3 as base

ENV DEBIAN_FRONTEND=noninteractive
RUN \
    apt-get update && apt-get install -y gnupg
RUN \
    apt-key adv --fetch-key https://repo.download.nvidia.com/jetson/jetson-ota-public.asc && \
    echo "deb https://repo.download.nvidia.com/jetson/ffmpeg main main" | tee -a /etc/apt/sources.list && \
    echo "deb-src https://repo.download.nvidia.com/jetson/ffmpeg main main" | tee -a /etc/apt/sources.list && \
    apt-get -qq update && \
    apt-get -qq install ffmpeg

COPY --from=wheels /wheels/. /wheels/

ENV FLASK_ENV=development
ENV DEBIAN_FRONTEND=noninteractive
RUN apt-get -qq update \
    && apt-get upgrade -y \
    && apt-get -qq install --no-install-recommends -y gnupg wget unzip tzdata libxml2

RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
    && python3 get-pip.py && \
    pip3 install -U /wheels/*.whl


RUN \
    APT_KEY_DONT_WARN_ON_DANGEROUS_USAGE=DontWarn apt-key adv --fetch-keys https://packages.cloud.google.com/apt/doc/apt-key.gpg \
    && echo "deb https://packages.cloud.google.com/apt coral-edgetpu-stable main" > /etc/apt/sources.list.d/coral-edgetpu.list \
    && echo "libedgetpu1-max libedgetpu/accepted-eula select true" | debconf-set-selections \
    && apt-get -qq update

RUN \
    apt-get -qq install --no-install-recommends -y libedgetpu1-max python3-tflite-runtime python3-pycoral \
    && rm -rf /var/lib/apt/lists/* /wheels \
    && (apt-get autoremove -y; apt-get autoclean -y)

RUN pip3 install \
    peewee_migrate \
    pydantic \
    zeroconf \
    ws4py


# setup gstreamer
RUN \
  apt-get update && apt-get install -y software-properties-common && \
  add-apt-repository universe && \
  add-apt-repository multiverse && \
  apt-get update

RUN \
  apt-get install -y gstreamer1.0-tools gstreamer1.0-alsa \
    gstreamer1.0-plugins-base gstreamer1.0-plugins-good \
    gstreamer1.0-plugins-bad gstreamer1.0-plugins-ugly

RUN \
  apt-get install -y git libgstreamer1.0-dev \
    libgstreamer-plugins-base1.0-dev \
    libgstreamer-plugins-good1.0-dev \
    libgstreamer-plugins-bad1.0-dev

ENV LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/lib/aarch64-linux-gnu/tegra

RUN wget -q https://github.com/google-coral/test_data/raw/release-frogfish/ssdlite_mobiledet_coco_qat_postprocess_edgetpu.tflite -O /edgetpu_model.tflite
RUN wget -q https://github.com/google-coral/test_data/raw/release-frogfish/ssdlite_mobiledet_coco_qat_postprocess.tflite -O /cpu_model.tflite


COPY --from=nginx /usr/local/nginx/ /usr/local/nginx/

# s6-overlay
COPY docker/rootfs/ /
ADD https://github.com/just-containers/s6-overlay/releases/download/v2.2.0.3/s6-overlay-aarch64-installer /tmp/
RUN chmod +x /tmp/s6-overlay-aarch64-installer && /tmp/s6-overlay-aarch64-installer /

COPY --from=web /opt/frigate/build web/

# Backports
RUN pip3 install shared-memory38

WORKDIR /opt/frigate/
ADD frigate frigate/
ADD migrations migrations/
COPY labelmap.txt /labelmap.txt


EXPOSE 5000
EXPOSE 1935

ENTRYPOINT ["/init"]
CMD ["python3", "-u", "-m", "frigate"]
COPY frigate frigate/










# # glibc-2.29
# RUN     apt-get -qq update && \
#         apt-get -qq install gawk bison
# RUN \
#         mkdir -p /opt/glibc-2.29/etc && cd /opt/glibc-2.29/etc && sh -c "echo '/opt/lib' >> ld.so.conf" && \
#         DIR=/tmp/glibc && \
#         mkdir -p ${DIR} && \
#         cd ${DIR} && \
#         curl -L http://ftp.gnu.org/gnu/glibc/glibc-2.29.tar.gz | tar xvz && \
#         ./glibc-2.29/configure --prefix=/opt/glibc-2.29 && \
#         make && \
#         make install && \
#         rm -rf ${DIR}


# RUN     apt-get install -y openssl libssl-dev

# RUN \
#         DIR=/tmp/cmake && \
#         mkdir -p ${DIR} && \
#         cd ${DIR} && \
#         curl -L https://github.com/Kitware/CMake/releases/download/v3.22.0/cmake-3.22.0.tar.gz | tar xvz && cd cmake-3.22.0 && \
#         ./bootstrap -- -DCMAKE_USE_OPENSSL=ON && \
#         make && \
#         make install && \
#         rm -rf ${DIR}


# RUN \
#     git clone https://github.com/tensorflow/tensorflow.git tensorflow_src

# RUN \
#     apt-get install -y curl && \
#     mkdir tflite_build && cd tflite_build && \
#     cmake ../tensorflow_src/tensorflow/lite -DTFLITE_ENABLE_GPU=ON && \
#     cmake --build . -j && pwd


# # RUN \
# #     DIR=/${HOME}/tensorflow && \
# #     mkdir -p ${DIR} && \
# #     cd ${DIR} && \
# #     curl -LO https://storage.googleapis.com/mirror.tensorflow.org/developer.arm.com/media/Files/downloads/gnu-a/8.3-2019.03/binrel/gcc-arm-8.3-2019.03-x86_64-aarch64-linux-gnu.tar.xz && \
# #     mkdir -p ${DIR}/toolchains && \
# #     tar xvf gcc-arm-8.3-2019.03-x86_64-aarch64-linux-gnu.tar.xz -C ${DIR}/toolchains

# # RUN \
# #     DIR=/${HOME}/tensorflow && \
# #     cd ${DIR} && \
# #     ARMCC_PREFIX=${DIR}/toolchains/gcc-arm-8.3-2019.03-x86_64-aarch64-linux-gnu/bin/aarch64-linux-gnu-  && \
# #     ARMCC_FLAGS="-funsafe-math-optimizations"  && \
# #         cmake -DCMAKE_C_COMPILER=${ARMCC_PREFIX}gcc \
# #         -DCMAKE_CXX_COMPILER=${ARMCC_PREFIX}g++ \
# #         -DCMAKE_C_FLAGS="${ARMCC_FLAGS}" \
# #         -DCMAKE_CXX_FLAGS="${ARMCC_FLAGS}" \
# #         -DCMAKE_VERBOSE_MAKEFILE:BOOL=ON \
# #         -DCMAKE_SYSTEM_NAME=Linux \
# #         -DCMAKE_SYSTEM_PROCESSOR=aarch64 \
# #         ../tensorflow/lite/

# # RUN \
# #         DIR=/tmp/tflite_runtime && \
# #         mkdir -p ${DIR} && \
# #         wget -q https://github.com/google-coral/pycoral/releases/download/v1.0.1/tflite_runtime-2.5.0-cp38-cp38-linux_aarch64.whl -O ${DIR}/tflite_runtime-2.5.0.post1-cp38-cp38-linux_aarch64.whl && \
# #         pip3 install -U ${DIR}/*.whl && \
# #         rm -rf ${DIR}

# # RUN \
# #         DIR=/tmp/pycoral && \
# #         mkdir -p ${DIR} && \
# #         wget -q https://github.com/google-coral/pycoral/releases/download/v2.0.0/pycoral-2.0.0-cp38-cp38-linux_aarch64.whl -O ${DIR}/pycoral-2.0.0-cp38-cp38-linux_aarch64.whl && \
# #         pip3 install -U ${DIR}/*.whl && \
# #         rm -rf ${DIR}

# FROM scratch

# COPY --from=build /wheels /wheels