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ComfyUI-Video2Video
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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" && \
	pip install scikit-image && \
	pip install dynamicprompts
	#pip install huggingface_hub["cli"] && \
	#huggingface-cli delete-cache
	
	
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/comfyanonymous/ComfyUI.git . && \
    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 -c 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/ && \
	 wget -c https://civitai.com/api/download/models/128713 -P ./models/checkpoints/ && \
     
	# SD1.5
	#wget -c https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.ckpt -P ./models/checkpoints/ && \
	#wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors -P ./models/checkpoints/ && \
	#wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0/resolve/main/sd_xl_refiner_1.0.safetensors -P ./models/checkpoints/ && \
	#wget -c https://huggingface.co/stabilityai/stable-video-diffusion-img2vid-xt/resolve/main/svd_xt.safetensors -P ./models/checkpoints/ && \
    model_id = "SG161222/Realistic_Vision_V6.0_B1_noVAE"
    pipe = AnimateDiffPipeline.from_pretrained(model_id, motion_adapter=adapter, torch_dtype=torch.float16)
	# SD2
	#wget -c https://huggingface.co/stabilityai/stable-diffusion-2-1-base/resolve/main/v2-1_512-ema-pruned.safetensors -P ./models/checkpoints/ && \
	#wget -c https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.safetensors -P ./models/checkpoints/ && \


	# Some SD1.5 anime style
	#wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix2/AbyssOrangeMix2_hard.safetensors -P ./models/checkpoints/ && \
	#wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A1_orangemixs.safetensors -P ./models/checkpoints/ && \
	#wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A3_orangemixs.safetensors -P ./models/checkpoints/ && \
	#wget -c https://huggingface.co/Linaqruf/anything-v3.0/resolve/main/anything-v3-fp16-pruned.safetensors -P ./models/checkpoints/ && \

	# Waifu Diffusion 1.5 (anime style SD2.x 768-v)
	#wget -c https://huggingface.co/waifu-diffusion/wd-1-5-beta2/resolve/main/checkpoints/wd-1-5-beta2-fp16.safetensors -P ./models/checkpoints/ && \


	# unCLIP models
	#wget -c https://huggingface.co/comfyanonymous/illuminatiDiffusionV1_v11_unCLIP/resolve/main/illuminatiDiffusionV1_v11-unclip-h-fp16.safetensors -P ./models/checkpoints/ && \
	#wget -c https://huggingface.co/comfyanonymous/wd-1.5-beta2_unCLIP/resolve/main/wd-1-5-beta2-aesthetic-unclip-h-fp16.safetensors -P ./models/checkpoints/ && \

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

    # VAE
    #wget -c https://huggingface.co/RedRayz/MyVAE/resolve/main/CleanVAE.safetensors -P ./models/vae/ && \
    wget -c https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors -P ./models/vae/ && \
	#wget -c https://huggingface.co/tuwonga/marblesh/resolve/main/marblesh.safetensors -P ./models/vae/ && \
	#wget -c https://huggingface.co/SimianLuo/LCM_Dreamshaper_v7/blob/main/LCM_Dreamshaper_v7_4k.safetensors -P ./models/vae/ && \
	
    # ControlNet
    # wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_ip2p_fp16.safetensors -P ./models/controlnet/ && \
    # wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_shuffle_fp16.safetensors -P ./models/controlnet/ && \
    #wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_canny_fp16.safetensors -P ./models/controlnet/ && \
    # wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11f1p_sd15_depth_fp16.safetensors -P ./models/controlnet/ && \
    # wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors -P ./models/controlnet/ && \
     wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_lineart_fp16.safetensors -P ./models/controlnet/ && \
    # wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_mlsd_fp16.safetensors -P ./models/controlnet/ && \
     wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_normalbae_fp16.safetensors -P ./models/controlnet/ && \
    # wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_openpose_fp16.safetensors -P ./models/controlnet/ && \
    # wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_scribble_fp16.safetensors -P ./models/controlnet/ && \
    # wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_seg_fp16.safetensors -P ./models/controlnet/ && \
    # wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_softedge_fp16.safetensors -P ./models/controlnet/ && \
     wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors -P ./models/controlnet/ && \
    # wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11u_sd15_tile_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 model
    # wget -c https://huggingface.co/konohashinobi4/4xAnimesharp/resolve/main/4x-AnimeSharp.pth -P ./models/upscale_models/ && \
	# wget -c https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth -P ./models/upscale_models/ && \
	# wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x2.pth -P ./models/upscale_models/ && \
	# wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x4.pth -P ./models/upscale_models/ && \
	
	# motion_lora
	# wget -c https://huggingface.co/guoyww/animatediff/resolve/main/v2_lora_PanLeft.ckpt -P ./models/motion_lora/ && \
	# wget -c https://huggingface.co/guoyww/animatediff/resolve/main/v2_lora_PanRight.ckpt -P ./models/motion_lora/ && \
	# wget -c https://huggingface.co/guoyww/animatediff/resolve/main/v2_lora_RollingAnticlockwise.ckpt -P ./models/motion_lora/ && \
	# wget -c https://huggingface.co/guoyww/animatediff/resolve/main/v2_lora_RollingClockwise.ckpt -P ./models/motion_lora/ && \
	# wget -c https://huggingface.co/guoyww/animatediff/resolve/main/v2_lora_TiltDown.ckpt -P ./models/motion_lora/ && \
	# wget -c https://huggingface.co/guoyww/animatediff/resolve/main/v2_lora_TiltUp.ckpt -P ./models/motion_lora/ && \
	# wget -c https://huggingface.co/guoyww/animatediff/resolve/main/v2_lora_ZoomIn.ckpt -P ./models/motion_lora/ && \
	# wget -c https://huggingface.co/guoyww/animatediff/resolve/main/v2_lora_ZoomOut.ckpt -P ./models/motion_lora/ && \


	# loras
	wget -c https://huggingface.co/stabilityai/control-lora/blob/main/control-LoRAs-rank256/control-lora-canny-rank256.safetensors  -P ./models/loras/ && \
	wget -c https://huggingface.co/latent-consistency/lcm-lora-sdv1-5/blob/main/pytorch_lora_weights.safetensors  -P ./models/loras/ && \
 
	
    # # 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/

    echo "Installing custom nodes..."
	
    # ComfyUI Manager
    RUN cd custom_nodes && git clone https://github.com/ltdrdata/ComfyUI-Manager.git && \
		
	    git clone https://github.com/civitai/civitai_comfy_nodes.git &&\
		git clone https://github.com/Kosinkadink/ComfyUI-VideoHelperSuite.git && \ 
		#!git clone https://github.com/theUpsider/ComfyUI-Logic.git && \
		git clone https://github.com/Fannovel16/comfyui_controlnet_aux.git && \
		#!git clone https://github.com/TinyTerra/ComfyUI_tinyterraNodes.git && \
		git clone https://github.com/FizzleDorf/ComfyUI_FizzNodes.git && \
		git clone https://github.com/Kosinkadink/ComfyUI-Advanced-ControlNet.git && \
		git clone https://github.com/Kosinkadink/ComfyUI-AnimateDiff-Evolved.git && \
		#!git clone https://github.com/WASasquatch/was-node-suite-comfyui.git && \
		#!git clone https://github.com/Fannovel16/ComfyUI-Frame-Interpolation.git && \
		#!git clone https://github.com/ltdrdata/ComfyUI-Impact-Pack.git && \
		#!git clone https://github.com/mav-rik/facerestore_cf.git && \
		git clone https://github.com/Stability-AI/stability-ComfyUI-nodes.git && \
        git clone https://github.com/twri/sdxl_prompt_styler.git && \
		#!git clone https://github.com/Derfuu/Derfuu_ComfyUI_ModdedNodes.git && \
		#!git clone https://github.com/kijai/ComfyUI-KJNodes.git && \
		#!git clone https://github.com/giriss/comfy-image-saver.git && \
		#!git clone https://github.com/shiimizu/ComfyUI_smZNodes.git && \
		#!git clone https://github.com/YMC-GitHub/ymc-node-suite-comfyui.git && \ 
		git clone https://github.com/adieyal/comfyui-dynamicprompts.git && \
		git clone https://github.com/pythongosssss/ComfyUI-Custom-Scripts.git && \ 
		git clone https://github.com/rgthree/rgthree-comfy.git && \
		#!git clone https://github.com/Nuked88/ComfyUI-N-Nodes.git && \
	
    # Install custom nodes
    echo "Installing custom nodes..."
    
    # Controlnet Preprocessor nodes by Fannovel16
    # RUN 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/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/TechnoByteJS/comfy-aesthetic-nodes --depth 1 && cd comfy-aesthetic-nodes && pip install -r requirements.txt
    # RUN cd custom_nodes && git clone https://github.com/0xbitches/ComfyUI-LCM.git --depth 1 
	# RUN cd custom_nodes && echo "#Plz don't delete this file, just edit it when neccessary." > ComfyUI-LCM/config.yaml 
	# RUN cd custom_nodes && echo 'ckpts_path: "./ckpts"' >> ComfyUI-LCM/config.yaml
	# RUN cd custom_nodes && echo 'ops_backend: "taichi" #Either "taichi" or "cupy"' >> ComfyUI-LCM/config.yaml
	# RUN cd custom_nodes && cd ComfyUI-LCM/ && pip install -r requirements.txt
	
	# RUN cd custom_nodes && git clone https://github.com/WASasquatch/PowerNoiseSuite.git
	# RUN cd custom_nodes && git clone https://github.com/YMC-GitHub/ymc-node-suite-comfyui.git && cd ymc-node-suite-comfyui && pip install -r requirements.txt

	# RUN cd custom_nodes && wget -c https://huggingface.co/guoyww/animatediff/resolve/main/mm_sd_v15_v2.ckpt -P ./ComfyUI-AnimateDiff-Evolved/models/
	# RUN cd custom_nodes && wget -c https://huggingface.co/guoyww/animatediff/resolve/main/mm_sd_v15.ckpt -P ./ComfyUI-AnimateDiff-Evolved/models/

	# RUN cd custom_nodes && wget -c https://huggingface.co/guoyww/animatediff/resolve/main/v2_lora_PanLeft.ckpt -P ./custom_nodes/ComfyUI-AnimateDiff-Evolved/motion_lora/
	# RUN cd custom_nodes && wget -c https://huggingface.co/guoyww/animatediff/resolve/main/v2_lora_PanRight.ckpt -P ./custom_nodes/ComfyUI-AnimateDiff-Evolved/motion_lora/
	# RUN cd custom_nodes && wget -c https://huggingface.co/guoyww/animatediff/resolve/main/v2_lora_RollingAnticlockwise.ckpt -P ./custom_nodes/ComfyUI-AnimateDiff-Evolved/motion_lora/
	# RUN cd custom_nodes && wget -c https://huggingface.co/guoyww/animatediff/resolve/main/v2_lora_RollingClockwise.ckpt -P ./custom_nodes/ComfyUI-AnimateDiff-Evolved/motion_lora/
	# RUN cd custom_nodes && wget -c https://huggingface.co/guoyww/animatediff/resolve/main/v2_lora_TiltDown.ckpt -P ./custom_nodes/ComfyUI-AnimateDiff-Evolved/motion_lora/
	# RUN cd custom_nodes && wget -c https://huggingface.co/guoyww/animatediff/resolve/main/v2_lora_TiltUp.ckpt -P ./custom_nodes/ComfyUI-AnimateDiff-Evolved/motion_lora/
	# RUN cd custom_nodes && wget -c https://huggingface.co/guoyww/animatediff/resolve/main/v2_lora_ZoomIn.ckpt -P ./custom_nodes/ComfyUI-AnimateDiff-Evolved/motion_lora/
	# RUN cd custom_nodes && wget -c https://huggingface.co/guoyww/animatediff/resolve/main/v2_lora_ZoomOut.ckpt -P ./custom_nodes/ComfyUI-AnimateDiff-Evolved/motion_lora/
  
    RUN echo "Done"

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