FROM docker.io/rocm/pytorch:rocm5.4_ubuntu20.04_py3.8_pytorch_1.12.1

WORKDIR /onnx-web/api

RUN apt-get -y update \
 && apt-get install -y ffmpeg libsm6 libxext6 \
 && rm -rf /var/lib/apt/lists/*

RUN pip3 install virtualenv --upgrade

RUN python3 -m venv onnx_env

ENV PATH="/onnx-web/api/onnx_env/bin:$PATH"

RUN pip3 install pip --upgrade

# build custom ORT, from https://github.com/microsoft/onnxruntime/blob/v1.13.1/dockerfiles/Dockerfile.rocm
ARG ONNXRUNTIME_REPO=https://github.com/Microsoft/onnxruntime
ARG ONNXRUNTIME_BRANCH=main

WORKDIR /code

ENV PATH /opt/miniconda/bin:/code/cmake-3.24.3-linux-x86_64/bin:${PATH}

# Prepare onnxruntime repository & build onnxruntime
RUN git clone --single-branch --branch ${ONNXRUNTIME_BRANCH} --recursive ${ONNXRUNTIME_REPO} onnxruntime &&\
    /bin/sh onnxruntime/dockerfiles/scripts/install_common_deps.sh &&\
    cd onnxruntime &&\
    /bin/sh ./build.sh --config Release --build_wheel --update --build --parallel --cmake_extra_defines\
            ONNXRUNTIME_VERSION=$(cat ./VERSION_NUMBER) --use_rocm --rocm_home=/opt/rocm &&\
    pip install /code/onnxruntime/build/Linux/Release/dist/*.whl &&\
    cd ..

COPY requirements.txt /onnx-web/api/requirements.txt

RUN pip3 install -r requirements.txt --no-cache-dir

COPY onnx_web/ /onnx-web/api/onnx_web/

COPY launch.sh /onnx-web/launch.sh

COPY params.json /onnx-web/api/params.json

ENV ONNX_WEB_BUNDLE_PATH="/onnx-web/gui"

COPY gui/ /onnx-web/gui/

CMD [ "sh", "-c", "/onnx-web/launch.sh" ]