frigate/docker/Dockerfile.l4t.base
2022-01-20 14:01:56 +03:00

220 lines
7.0 KiB
Docker

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