replace pip3 with uv

docker/hailo8l/Dockerfile

@@ -30,8 +30,8 @@ COPY --from=hailort /hailo-wheels /deps/hailo-wheels
 COPY --from=hailort /rootfs/ /
 
 # Install the wheels
-RUN pip3 install -U /deps/h8l-wheels/*.whl
+RUN uv pip install --system -U /deps/h8l-wheels/*.whl
-RUN pip3 install -U /deps/hailo-wheels/*.whl
+RUN uv pip install --system -U /deps/hailo-wheels/*.whl
 
 # Copy base files from the rootfs stage
 COPY --from=rootfs / /

docker/main/Dockerfile

@@ -166,17 +166,19 @@ RUN apt-get -qq update \
 # Ensure python3 defaults to python3.9
 RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.9 1
 
-RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
+# install uv
-    && python3 get-pip.py "pip"
+COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/
 
+# install required python deps
 COPY docker/main/requirements.txt /requirements.txt
-RUN pip3 install -r /requirements.txt
+RUN uv pip install --system -r /requirements.txt
 
 # Build pysqlite3 from source
 COPY docker/main/build_pysqlite3.sh /build_pysqlite3.sh
 RUN /build_pysqlite3.sh
 
 COPY docker/main/requirements-wheels.txt /requirements-wheels.txt
+# we still have to use pip to build wheel
 RUN pip3 wheel --wheel-dir=/wheels -r /requirements-wheels.txt
 
 
@@ -269,7 +271,7 @@ RUN apt-get update \
     && rm -rf /var/lib/apt/lists/*
 
 RUN --mount=type=bind,source=./docker/main/requirements-dev.txt,target=/workspace/frigate/requirements-dev.txt \
-    pip3 install -r requirements-dev.txt
+    uv pip install --system -r requirements-dev.txt
 
 HEALTHCHECK NONE
 

docker/rockchip/Dockerfile

@@ -7,13 +7,14 @@ FROM wheels as rk-wheels
 COPY docker/main/requirements-wheels.txt /requirements-wheels.txt
 COPY docker/rockchip/requirements-wheels-rk.txt /requirements-wheels-rk.txt
 RUN sed -i "/https:\/\//d" /requirements-wheels.txt
+# we have to use pip to build wheel
 RUN pip3 wheel --wheel-dir=/rk-wheels -c /requirements-wheels.txt -r /requirements-wheels-rk.txt
 
 FROM deps AS rk-frigate
 ARG TARGETARCH
 
 RUN --mount=type=bind,from=rk-wheels,source=/rk-wheels,target=/deps/rk-wheels \
-    pip3 install -U /deps/rk-wheels/*.whl
+    uv pip install -U /deps/rk-wheels/*.whl
 
 WORKDIR /opt/frigate/
 COPY --from=rootfs / /

docker/rocm/Dockerfile

@@ -70,7 +70,10 @@ RUN apt-get -y install libnuma1
 WORKDIR /opt/frigate/
 COPY --from=rootfs / /
 
+# install uv
 COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/
+
+# install required rocm deps
 COPY docker/rocm/requirements-wheels-rocm.txt /requirements.txt
 RUN uv pip uninstall --system -y onnxruntime-openvino \
     && uv pip install --system -r /requirements.txt

docker/tensorrt/Dockerfile.amd64

@@ -10,6 +10,7 @@ ARG TARGETARCH
 
 # Add TensorRT wheels to another folder
 COPY docker/tensorrt/requirements-amd64.txt /requirements-tensorrt.txt
+# we have to use pip here to build full dependency
 RUN mkdir -p /trt-wheels && pip3 wheel --wheel-dir=/trt-wheels -r /requirements-tensorrt.txt
 
 # Build CuDNN
@@ -29,7 +30,7 @@ RUN wget https://developer.download.nvidia.com/compute/cuda/repos/debian11/x86_6
 FROM tensorrt-base AS frigate-tensorrt
 ENV TRT_VER=8.5.3
 RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \
-    pip3 install -U /deps/trt-wheels/*.whl && \
+    uv pip install --system -U /deps/trt-wheels/*.whl && \
     ldconfig
 COPY --from=cudnn-deps /usr/local/cuda-12.6 /usr/local/cuda
 
@@ -46,4 +47,4 @@ COPY --from=cudnn-deps /usr/local/cuda-12.6 /usr/local/cuda
 COPY docker/tensorrt/detector/rootfs/ /
 COPY --from=trt-deps /usr/local/lib/libyolo_layer.so /usr/local/lib/libyolo_layer.so
 RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \
-    pip3 install -U /deps/trt-wheels/*.whl
+    uv pip install --system -U /deps/trt-wheels/*.whl

docker/tensorrt/Dockerfile.arm64

@@ -43,9 +43,9 @@ RUN --mount=type=bind,source=docker/tensorrt/detector/build_python_tensorrt.sh,t
 COPY docker/tensorrt/requirements-arm64.txt /requirements-tensorrt.txt
 ADD https://nvidia.box.com/shared/static/9aemm4grzbbkfaesg5l7fplgjtmswhj8.whl /tmp/onnxruntime_gpu-1.15.1-cp39-cp39-linux_aarch64.whl
 
-RUN pip3 uninstall -y onnxruntime-openvino \
+RUN uv pip uninstall --system -y onnxruntime-openvino \
     && pip3 wheel --wheel-dir=/trt-wheels -r /requirements-tensorrt.txt \
-    && pip3 install --no-deps /tmp/onnxruntime_gpu-1.15.1-cp39-cp39-linux_aarch64.whl
+    && uv pip install --system --no-deps /tmp/onnxruntime_gpu-1.15.1-cp39-cp39-linux_aarch64.whl
 
 FROM build-wheels AS trt-model-wheels
 ARG DEBIAN_FRONTEND
@@ -76,7 +76,7 @@ COPY --from=jetson-ffmpeg /rootfs /
 COPY --from=trt-wheels /etc/TENSORRT_VER /etc/TENSORRT_VER
 RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \
     --mount=type=bind,from=trt-model-wheels,source=/trt-model-wheels,target=/deps/trt-model-wheels \
-    pip3 install -U /deps/trt-wheels/*.whl /deps/trt-model-wheels/*.whl \
+    uv pip install --system -U /deps/trt-wheels/*.whl /deps/trt-model-wheels/*.whl \
     && ldconfig
 
 WORKDIR /opt/frigate/

docker/tensorrt/detector/build_python_tensorrt.sh

@@ -16,7 +16,7 @@ if [[ "${TARGETARCH}" == "arm64" ]]; then
 
   # Collect dependencies
   EXT_PATH=/workspace/external && mkdir -p $EXT_PATH
-  pip3 install pybind11 && ln -s /usr/local/lib/python3.9/dist-packages/pybind11 $EXT_PATH/pybind11
+  uv pip install --system pybind11 && ln -s /usr/local/lib/python3.9/dist-packages/pybind11 $EXT_PATH/pybind11
   ln -s /usr/include/python3.9 $EXT_PATH/python3.9
   ln -s /usr/include/aarch64-linux-gnu/NvOnnxParser.h /workspace/TensorRT/parsers/onnx/