mirror of
https://github.com/blakeblackshear/frigate.git
synced 2024-11-21 19:07:46 +01:00
c3b313a70d
* Initial audio classification model implementation * fix mypy * Keep audio labelmap local * Cleanup * Start adding config for audio * Add the detector * Add audio detection process keypoints * Build out base config * Load labelmap correctly * Fix config bugs * Start audio process * Fix startup issues * Try to cleanup restarting * Add ffmpeg input args * Get audio detection working * Save event to db * End events if not heard for 30 seconds * Use not heard config * Stop ffmpeg when shutting down * Fixes * End events correctly * Use api instead of event queue to save audio events * Get events working * Close threads when stop event is sent * remove unused * Only start audio process if at least one camera is enabled * Add const for float * Cleanup labelmap * Add audio icon in frontend * Add ability to toggle audio with mqtt * Set initial audio value * Fix audio enabling * Close logpipe * Isort * Formatting * Fix web tests * Fix web tests * Handle cases where args are a string * Remove log * Cleanup process close * Use correct field * Simplify if statement * Use var for localhost * Add audio detectors docs * Add restream docs to mention audio detection * Add full config docs * Fix links to other docs --------- Co-authored-by: Jason Hunter <hunterjm@gmail.com>
277 lines
8.9 KiB
Docker
277 lines
8.9 KiB
Docker
# syntax=docker/dockerfile:1.2
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# https://askubuntu.com/questions/972516/debian-frontend-environment-variable
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ARG DEBIAN_FRONTEND=noninteractive
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FROM debian:11 AS base
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FROM --platform=linux/amd64 debian:11 AS base_amd64
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FROM debian:11-slim AS slim-base
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FROM slim-base AS wget
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ARG DEBIAN_FRONTEND
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RUN apt-get update \
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&& apt-get install -y wget xz-utils \
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&& rm -rf /var/lib/apt/lists/*
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WORKDIR /rootfs
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FROM base AS nginx
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ARG DEBIAN_FRONTEND
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ENV CCACHE_DIR /root/.ccache
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ENV CCACHE_MAXSIZE 2G
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# bind /var/cache/apt to tmpfs to speed up nginx build
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RUN --mount=type=tmpfs,target=/tmp --mount=type=tmpfs,target=/var/cache/apt \
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--mount=type=bind,source=docker/build_nginx.sh,target=/deps/build_nginx.sh \
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--mount=type=cache,target=/root/.ccache \
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/deps/build_nginx.sh
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FROM wget AS go2rtc
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ARG TARGETARCH
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WORKDIR /rootfs/usr/local/go2rtc/bin
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RUN wget -qO go2rtc "https://github.com/AlexxIT/go2rtc/releases/download/v1.5.0/go2rtc_linux_${TARGETARCH}" \
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&& chmod +x go2rtc
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####
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#
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# OpenVino Support
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#
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# 1. Download and convert a model from Intel's Public Open Model Zoo
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# 2. Build libUSB without udev to handle NCS2 enumeration
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#
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####
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# Download and Convert OpenVino model
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FROM base_amd64 AS ov-converter
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ARG DEBIAN_FRONTEND
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# Install OpenVino Runtime and Dev library
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COPY requirements-ov.txt /requirements-ov.txt
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RUN apt-get -qq update \
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&& apt-get -qq install -y wget python3 python3-distutils \
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&& wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
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&& python3 get-pip.py "pip" \
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&& pip install -r /requirements-ov.txt
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# Get OpenVino Model
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RUN mkdir /models \
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&& cd /models && omz_downloader --name ssdlite_mobilenet_v2 \
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&& cd /models && omz_converter --name ssdlite_mobilenet_v2 --precision FP16
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# libUSB - No Udev
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FROM wget as libusb-build
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ARG TARGETARCH
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ARG DEBIAN_FRONTEND
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ENV CCACHE_DIR /root/.ccache
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ENV CCACHE_MAXSIZE 2G
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# Build libUSB without udev. Needed for Openvino NCS2 support
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WORKDIR /opt
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RUN apt-get update && apt-get install -y unzip build-essential automake libtool ccache
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RUN --mount=type=cache,target=/root/.ccache wget -q https://github.com/libusb/libusb/archive/v1.0.25.zip -O v1.0.25.zip && \
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unzip v1.0.25.zip && cd libusb-1.0.25 && \
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./bootstrap.sh && \
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./configure CC='ccache gcc' CCX='ccache g++' --disable-udev --enable-shared && \
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make -j $(nproc --all)
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RUN apt-get update && \
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apt-get install -y --no-install-recommends libusb-1.0-0-dev && \
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rm -rf /var/lib/apt/lists/*
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WORKDIR /opt/libusb-1.0.25/libusb
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RUN /bin/mkdir -p '/usr/local/lib' && \
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/bin/bash ../libtool --mode=install /usr/bin/install -c libusb-1.0.la '/usr/local/lib' && \
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/bin/mkdir -p '/usr/local/include/libusb-1.0' && \
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/usr/bin/install -c -m 644 libusb.h '/usr/local/include/libusb-1.0' && \
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/bin/mkdir -p '/usr/local/lib/pkgconfig' && \
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cd /opt/libusb-1.0.25/ && \
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/usr/bin/install -c -m 644 libusb-1.0.pc '/usr/local/lib/pkgconfig' && \
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ldconfig
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FROM wget AS models
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# Get model and labels
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RUN wget -qO edgetpu_model.tflite https://github.com/google-coral/test_data/raw/release-frogfish/ssdlite_mobiledet_coco_qat_postprocess_edgetpu.tflite
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RUN wget -qO cpu_model.tflite https://github.com/google-coral/test_data/raw/release-frogfish/ssdlite_mobiledet_coco_qat_postprocess.tflite
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COPY labelmap.txt .
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# Copy OpenVino model
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COPY --from=ov-converter /models/public/ssdlite_mobilenet_v2/FP16 openvino-model
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RUN wget -q https://github.com/openvinotoolkit/open_model_zoo/raw/master/data/dataset_classes/coco_91cl_bkgr.txt -O openvino-model/coco_91cl_bkgr.txt && \
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sed -i 's/truck/car/g' openvino-model/coco_91cl_bkgr.txt
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# Get Audio Model and labels
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RUN wget -qO cpu_audio_model.tflite https://tfhub.dev/google/lite-model/yamnet/classification/tflite/1?lite-format=tflite
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COPY audio-labelmap.txt .
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FROM wget AS s6-overlay
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ARG TARGETARCH
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RUN --mount=type=bind,source=docker/install_s6_overlay.sh,target=/deps/install_s6_overlay.sh \
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/deps/install_s6_overlay.sh
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FROM base AS wheels
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ARG DEBIAN_FRONTEND
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ARG TARGETARCH
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# Use a separate container to build wheels to prevent build dependencies in final image
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RUN apt-get -qq update \
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&& apt-get -qq install -y \
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apt-transport-https \
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gnupg \
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wget \
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&& apt-key adv --keyserver keyserver.ubuntu.com --recv-keys 9165938D90FDDD2E \
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&& echo "deb http://raspbian.raspberrypi.org/raspbian/ bullseye main contrib non-free rpi" | tee /etc/apt/sources.list.d/raspi.list \
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&& apt-get -qq update \
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&& apt-get -qq install -y \
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python3 \
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python3-dev \
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wget \
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# opencv dependencies
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build-essential cmake git pkg-config libgtk-3-dev \
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libavcodec-dev libavformat-dev libswscale-dev libv4l-dev \
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libxvidcore-dev libx264-dev libjpeg-dev libpng-dev libtiff-dev \
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gfortran openexr libatlas-base-dev libssl-dev\
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libtbb2 libtbb-dev libdc1394-22-dev libopenexr-dev \
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libgstreamer-plugins-base1.0-dev libgstreamer1.0-dev \
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# scipy dependencies
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gcc gfortran libopenblas-dev liblapack-dev \
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# faster-fifo dependencies
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g++ cython3 && \
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rm -rf /var/lib/apt/lists/*
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RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
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&& python3 get-pip.py "pip"
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COPY requirements.txt /requirements.txt
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RUN pip3 install -r requirements.txt
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COPY requirements-wheels.txt /requirements-wheels.txt
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RUN pip3 wheel --wheel-dir=/wheels -r requirements-wheels.txt
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# Make this a separate target so it can be built/cached optionally
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FROM wheels as trt-wheels
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ARG DEBIAN_FRONTEND
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ARG TARGETARCH
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# Add TensorRT wheels to another folder
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COPY requirements-tensorrt.txt /requirements-tensorrt.txt
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RUN mkdir -p /trt-wheels && pip3 wheel --wheel-dir=/trt-wheels -r requirements-tensorrt.txt
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# Collect deps in a single layer
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FROM scratch AS deps-rootfs
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COPY --from=nginx /usr/local/nginx/ /usr/local/nginx/
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COPY --from=go2rtc /rootfs/ /
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COPY --from=libusb-build /usr/local/lib /usr/local/lib
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COPY --from=s6-overlay /rootfs/ /
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COPY --from=models /rootfs/ /
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COPY docker/rootfs/ /
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# Frigate deps (ffmpeg, python, nginx, go2rtc, s6-overlay, etc)
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FROM slim-base AS deps
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ARG TARGETARCH
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ARG DEBIAN_FRONTEND
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# http://stackoverflow.com/questions/48162574/ddg#49462622
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ARG APT_KEY_DONT_WARN_ON_DANGEROUS_USAGE=DontWarn
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# https://github.com/NVIDIA/nvidia-docker/wiki/Installation-(Native-GPU-Support)
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ENV NVIDIA_VISIBLE_DEVICES=all
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ENV NVIDIA_DRIVER_CAPABILITIES="compute,video,utility"
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ENV PATH="/usr/lib/btbn-ffmpeg/bin:/usr/local/go2rtc/bin:/usr/local/nginx/sbin:${PATH}"
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# Install dependencies
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RUN --mount=type=bind,source=docker/install_deps.sh,target=/deps/install_deps.sh \
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/deps/install_deps.sh
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RUN --mount=type=bind,from=wheels,source=/wheels,target=/deps/wheels \
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pip3 install -U /deps/wheels/*.whl
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COPY --from=deps-rootfs / /
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RUN ldconfig
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EXPOSE 5000
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EXPOSE 1935
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EXPOSE 8554
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EXPOSE 8555/tcp 8555/udp
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# Configure logging to prepend timestamps, log to stdout, keep 0 archives and rotate on 10MB
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ENV S6_LOGGING_SCRIPT="T 1 n0 s10000000 T"
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ENTRYPOINT ["/init"]
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CMD []
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# Frigate deps with Node.js and NPM for devcontainer
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FROM deps AS devcontainer
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# Do not start the actual Frigate service on devcontainer as it will be started by VSCode
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# But start a fake service for simulating the logs
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COPY docker/fake_frigate_run /etc/s6-overlay/s6-rc.d/frigate/run
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# Create symbolic link to the frigate source code, as go2rtc's create_config.sh uses it
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RUN mkdir -p /opt/frigate \
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&& ln -svf /workspace/frigate/frigate /opt/frigate/frigate
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# Install Node 16
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RUN apt-get update \
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&& apt-get install wget -y \
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&& wget -qO- https://deb.nodesource.com/setup_16.x | bash - \
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&& apt-get install -y nodejs \
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&& rm -rf /var/lib/apt/lists/* \
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&& npm install -g npm@9
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WORKDIR /workspace/frigate
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RUN apt-get update \
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&& apt-get install make -y \
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&& rm -rf /var/lib/apt/lists/*
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RUN --mount=type=bind,source=./requirements-dev.txt,target=/workspace/frigate/requirements-dev.txt \
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pip3 install -r requirements-dev.txt
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CMD ["sleep", "infinity"]
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# Frigate web build
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# This should be architecture agnostic, so speed up the build on multiarch by not using QEMU.
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FROM --platform=$BUILDPLATFORM node:16 AS web-build
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WORKDIR /work
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COPY web/package.json web/package-lock.json ./
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RUN npm install
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COPY web/ ./
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RUN npm run build \
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&& mv dist/BASE_PATH/monacoeditorwork/* dist/assets/ \
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&& rm -rf dist/BASE_PATH
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# Collect final files in a single layer
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FROM scratch AS rootfs
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WORKDIR /opt/frigate/
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COPY frigate frigate/
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COPY migrations migrations/
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COPY --from=web-build /work/dist/ web/
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# Frigate final container
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FROM deps AS frigate
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WORKDIR /opt/frigate/
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COPY --from=rootfs / /
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# Frigate w/ TensorRT Support as separate image
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FROM frigate AS frigate-tensorrt
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RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \
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pip3 install -U /deps/trt-wheels/*.whl && \
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ln -s libnvrtc.so.11.2 /usr/local/lib/python3.9/dist-packages/nvidia/cuda_nvrtc/lib/libnvrtc.so && \
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ldconfig
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# Dev Container w/ TRT
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FROM devcontainer AS devcontainer-trt
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RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \
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pip3 install -U /deps/trt-wheels/*.whl
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