FROM pytorch/pytorch:2.3.1-cuda12.1-cudnn8-runtime

ENV DEBIAN_FRONTEND=noninteractive PIP_PREFER_BINARY=1

RUN --mount=type=cache,target=/var/cache/apt \
  apt-get update && \
  # we need those
  apt-get install -y fonts-dejavu-core rsync git jq moreutils aria2 \
  # extensions needs those
  ffmpeg libglfw3-dev libgles2-mesa-dev pkg-config libcairo2 libcairo2-dev build-essential

WORKDIR /
RUN --mount=type=cache,target=/root/.cache/pip \
  git clone https://github.com/lllyasviel/stable-diffusion-webui-forge.git && \
  cd stable-diffusion-webui-forge && \
  pip install -r requirements_versions.txt

ENV ROOT=/stable-diffusion-webui-forge

COPY --from=download /repositories/ ${ROOT}/repositories/
RUN mkdir ${ROOT}/interrogate && cp ${ROOT}/repositories/clip-interrogator/clip_interrogator/data/* ${ROOT}/interrogate
RUN --mount=type=cache,target=/root/.cache/pip \
  pip install -r ${ROOT}/repositories/CodeFormer/requirements.txt

# Clone and copy huggingface_guess module
RUN git clone https://github.com/lllyasviel/huggingface_guess.git /tmp/huggingface_guess && \
  cp -r /tmp/huggingface_guess/huggingface_guess ${ROOT}/huggingface_guess

# Ensure torchvision is correctly installed
RUN --mount=type=cache,target=/root/.cache/pip \
  pip install --upgrade torchvision

RUN --mount=type=cache,target=/root/.cache/pip \
  pip install pyngrok xformers==0.0.23.post1 \
  git+https://github.com/TencentARC/GFPGAN.git@8d2447a2d918f8eba5a4a01463fd48e45126a379 \
  git+https://github.com/openai/CLIP.git@d50d76daa670286dd6cacf3bcd80b5e4823fc8e1 \
  git+https://github.com/mlfoundations/open_clip.git@v2.20.0

# there seems to be a memory leak (or maybe just memory not being freed fast enough) that is fixed by this version of malloc
# maybe move this up to the dependencies list.
RUN apt-get -y install libgoogle-perftools-dev && apt-get clean
ENV LD_PRELOAD=libtcmalloc.so

COPY . /docker

RUN \
  sed -i 's/in_app_dir = .*/in_app_dir = True/g' /opt/conda/lib/python3.10/site-packages/gradio/routes.py && \
  git config --global --add safe.directory '*'

WORKDIR ${ROOT}
ENV PYTHONPATH=${ROOT}:${PYTHONPATH}
ENV NVIDIA_VISIBLE_DEVICES=all
ENV CLI_ARGS=""
EXPOSE 7860
ENTRYPOINT ["/docker/entrypoint.sh"]
CMD python -u webui.py --listen --port 7860 ${CLI_ARGS}