FROM nvidia/cuda:12.1.1-cudnn8-devel-ubuntu22.04

ENV DEBIAN_FRONTEND=noninteractive \
    TZ=America/Los_Angeles

ARG USE_PERSISTENT_DATA

RUN apt-get update && apt-get install -y \
    git \
    make build-essential libssl-dev zlib1g-dev \
    libbz2-dev libreadline-dev libsqlite3-dev wget curl llvm \
    libncursesw5-dev xz-utils tk-dev libxml2-dev libxmlsec1-dev libffi-dev liblzma-dev git git-lfs  \
    ffmpeg libsm6 libxext6 cmake libgl1-mesa-glx \
    && rm -rf /var/lib/apt/lists/* \
    && git lfs install

WORKDIR /code

COPY ./requirements.txt /code/requirements.txt

# User
RUN useradd -m -u 1000 user
USER user
ENV HOME=/home/user \
    PATH=/home/user/.local/bin:$PATH

# Pyenv
RUN curl https://pyenv.run | bash
ENV PATH=$HOME/.pyenv/shims:$HOME/.pyenv/bin:$PATH

ARG PYTHON_VERSION=3.10.12
# Python
RUN pyenv install $PYTHON_VERSION && \
    pyenv global $PYTHON_VERSION && \
    pyenv rehash && \
    pip install --no-cache-dir --upgrade pip setuptools wheel && \
    pip install --no-cache-dir \
    datasets \
    huggingface-hub "protobuf<4" "click<8.1"

RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt

# Set the working directory to /data if USE_PERSISTENT_DATA is set, otherwise set to $HOME/app
WORKDIR $HOME/app

# Copy the current directory contents into the container at $HOME/app setting the owner to the user

RUN git clone https://github.com/comfyanonymous/ComfyUI . && git checkout c6951548cfec64c28082e6560c69c59e32729c9c && \
    pip install xformers!=0.0.18 --no-cache-dir -r requirements.txt --extra-index-url https://download.pytorch.org/whl/cu121

# Checkpoints

RUN echo "Downloading checkpoints..."  
RUN wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors -P ./models/checkpoints/ 
RUN wget -c https://huggingface.co/stabilityai/sdxl-turbo/resolve/main/sd_xl_turbo_1.0.safetensors -P ./models/checkpoints/ 

RUN wget -c https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors -P ./models/vae/ 
RUN wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-canny-rank256.safetensors -P ./models/controlnet/ 
RUN wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-depth-rank256.safetensors -P ./models/controlnet/ 
RUN wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-recolor-rank256.safetensors -P ./models/controlnet/ 
RUN wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-sketch-rank256.safetensors -P ./models/controlnet/ 

RUN wget -c https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth -P ./models/upscale_models/ 
RUN wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x2.pth -P ./models/upscale_models/ 
RUN wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x4.pth -P ./models/upscale_models/ 

RUN echo "Done"

# instal custom nodes
RUN echo "Installing custom nodes..." 
# Controlnet Preprocessor nodes by Fannovel16
RUN cd custom_nodes && git clone https://github.com/Fannovel16/comfy_controlnet_preprocessors && cd comfy_controlnet_preprocessors && python install.py --no_download_ckpts 
RUN cd custom_nodes && git clone https://github.com/Fannovel16/comfyui_controlnet_aux && cd comfyui_controlnet_aux && pip install -r requirements.txt
RUN cd custom_nodes && git clone https://github.com/Stability-AI/stability-ComfyUI-nodes && cd stability-ComfyUI-nodes && pip install -r requirements.txt 
RUN cd custom_nodes && git clone https://github.com/EllangoK/ComfyUI-post-processing-nodes

RUN cd custom_nodes && git clone https://github.com/ltdrdata/ComfyUI-Manager.git

RUN echo "Done"

CMD ["python", "main.py", "--listen", "0.0.0.0", "--port", "7860", "--output-directory", "${USE_PERSISTENT_DATA:+/data/}"]