FROM nvidia/cuda:11.8.0-cudnn8-runtime-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-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=3.9.17
# 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

# Clone the ComfyUI repo (fork with restart button)
RUN git clone https://github.com/ThisModernDay/ComfyUI . && \
    pip install --no-cache-dir -r requirements.txt 

# Checkpoints
RUN echo "Downloading checkpoints..." && \ 
    # Kybalico Models
    # wget -c https://huggingface.co/Kybalico/CandyApple/resolve/main/candyApple_v12.safetensors -P ./models/checkpoints/ && \
    wget -cq https://huggingface.co/Kybalico/CalicoMix/resolve/main/calicoMix_v75.safetensors -P ./models/checkpoints/ && \
    # wget -c https://huggingface.co/Kybalico/CalicoMixDC/resolve/main/calicomix_dcV30.safetensors -P ./models/checkpoints/ && \
    # wget -c https://huggingface.co/Kybalico/AnmitsuMimimi/resolve/main/anmitsuMimimi_v10.safetensors -P ./models/checkpoints/ && \

    # TechnoByte Models
    wget -cq https://huggingface.co/TechnoByte/MilkyWonderland/resolve/main/milkyWonderland_v20.safetensors -P ./models/checkpoints/ && \

    # VAE
    rm -rf ./models/vae && \
    git clone https://huggingface.co/Kefasu/sd-vae-collection ./models/vae/ --depth=1 && \
    wget -cq https://huggingface.co/RedRayz/MyVAE/resolve/main/CleanVAE.safetensors -P ./models/vae/ && \
    
    # ControlNet
    # wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors -P ./models/controlnet/ && \

    # GLIGEN
    # wget -c https://huggingface.co/comfyanonymous/GLIGEN_pruned_safetensors/resolve/main/gligen_sd14_textbox_pruned_fp16.safetensors -P ./models/gligen/ && \ 
    
    # ESRGAN upscale models
    rm -rf ./models/upscale_models && \
    git clone https://huggingface.co/utnah/esrgan ./models/upscale_models/ --depth=1 && \

    # Aesthetic scorer models
    mkdir ./models/aesthetic && \
    wget -c https://github.com/grexzen/SD-Chad/raw/main/chadscorer.pth -P ./models/aesthetic/ && \
    wget -c https://github.com/christophschuhmann/improved-aesthetic-predictor/raw/main/ava+logos-l14-linearMSE.pth -P ./models/aesthetic/ && \

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

    # Install custom nodes
    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 --depth 1
    RUN cd custom_nodes && git clone https://github.com/TinyTerra/ComfyUI_tinyterraNodes --depth 1
    RUN cd custom_nodes && git clone https://github.com/ltdrdata/ComfyUI-Impact-Pack --depth 1 && cd ComfyUI-Impact-Pack && python install.py
    RUN cd custom_nodes && git clone https://github.com/TechnoByteJS/comfy-aesthetic-nodes --depth 1 && cd comfy-aesthetic-nodes && pip install -r requirements.txt
    # RUN cd custom_nodes && git clone https://github.com/rgthree/rgthree-comfy --depth 1
    
    RUN echo "Done"

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