FROM docker.io/python:3.10-buster

WORKDIR /onnx-web/api

RUN pip3 install virtualenv --upgrade

RUN python3 -m venv onnx_env

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

RUN pip3 install pip --upgrade

RUN pip3 install torch torchvision --extra-index-url https://download.pytorch.org/whl/cpu --no-cache-dir --ignore-installed

RUN pip3 install onnxruntime-directml --force-reinstall

RUN pip3 install --extra-index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/ORT-Nightly/pypi/simple/ ort-nightly-directml --force-reinstall

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

ENV ONNX_WEB_BUNDLE_PATH="/onnx-web/gui"

COPY gui/ /onnx-web/gui/

CMD [ "sh", "-c", "python -m onnx_web.convert --diffusion --upscaling --correction --extras && flask --app=onnx_web.serve run --host=0.0.0.0" ]