import json
import subprocess
import uuid
from pathlib import Path
from typing import Dict

import modal

image = (  # build up a Modal Image to run ComfyUI, step by step
    modal.Image.debian_slim(  # start from basic Linux with Python
        python_version="3.10"
    )
    .apt_install("git")  # install git to clone ComfyUI
    .pip_install("fastapi[standard]==0.115.4")  # install web dependencies
    .pip_install("comfy-cli==1.3.5")  # install comfy-cli
    .pip_install("cos-python-sdk-v5")
    .pip_install("sqlalchemy")
    .pip_install("ultralytics")
    .pip_install("tencentcloud-sdk-python")
    .pip_install("pymysql")
    .pip_install("Pillow")
    .pip_install("ffmpy")
    .pip_install("opencv-python")
    .run_commands(  # use comfy-cli to install ComfyUI and its dependencies
        "comfy --skip-prompt install --nvidia --version 0.3.10"
    ).add_local_file("snapshot.json","/root/snapshot.json", copy=True)
)

image = (
    image.run_commands("comfy node install https://github.com/M1kep/ComfyLiterals")
    .run_commands("comfy node install https://github.com/evanspearman/ComfyMath")
    .run_commands("comfy node install https://github.com/Kosinkadink/ComfyUI-AnimateDiff-Evolved")
    .run_commands("comfy node install https://e.coding.net/g-ldyi2063/dev/ComfyUI-Bowong.git")
    .run_commands("comfy node install https://github.com/crystian/ComfyUI-Crystools")
    .run_commands("comfy node install https://github.com/pythongosssss/ComfyUI-Custom-Scripts")
    .run_commands("comfy node install https://e.coding.net/g-ldyi2063/dev/ComfyUI-CustomNode.git")
    .run_commands("comfy node install https://github.com/BennyKok/comfyui-deploy")
    .run_commands("comfy node install https://github.com/yolain/ComfyUI-Easy-Use")
    .run_commands("comfy node install https://e.coding.net/g-ldyi2063/dev/ComfyUI-LatentSync-Node.git")
    .run_commands("comfy node install https://e.coding.net/g-ldyi2063/dev/ComfyUI-VideoHelperSuite.git")
    .run_commands("comfy node install https://e.coding.net/g-ldyi2063/dev/CosyVoice-ComfyUI.git")
    .run_commands("comfy node install https://github.com/jags111/efficiency-nodes-comfyui")
    .run_commands("comfy node install https://github.com/WASasquatch/was-node-suite-comfyui")
    .run_commands("comfy node install https://github.com/rgthree/rgthree-comfy")
    .run_commands("comfy node install https://github.com/cubiq/ComfyUI_essentials")
    .run_commands("comfy node install https://github.com/melMass/comfy_mtb")
    .run_commands(
        "mkdir -p /root/comfy/ComfyUI/models/ComfyUI-CustomNode/model && rm -rf /root/comfy/ComfyUI/custom_nodes/ComfyUI-CustomNode/model && ln -s /root/comfy/ComfyUI/models/ComfyUI-CustomNode/model /root/comfy/ComfyUI/custom_nodes/ComfyUI-CustomNode/model"
    ).run_commands(
        "mkdir -p /root/comfy/ComfyUI/models/ComfyUI-LatentSync-Node/checkpoints && rm -rf /root/comfy/ComfyUI/custom_nodes/ComfyUI-LatentSync-Node/checkpoints && ln -s /root/comfy/ComfyUI/models/ComfyUI-LatentSync-Node/checkpoints /root/comfy/ComfyUI/custom_nodes/ComfyUI-LatentSync-Node/checkpoints"
    ).run_commands(
        "mkdir -p /root/comfy/ComfyUI/models/CosyVoice-ComfyUI/pretrained_models/CosyVoice-300M-SFT && mkdir -p /root/comfy/ComfyUI/custom_nodes/CosyVoice-ComfyUI/pretrained_models/CosyVoice-300M-SFT && rm -rf /root/comfy/ComfyUI/custom_nodes/CosyVoice-ComfyUI/pretrained_models/CosyVoice-300M-SFT && ln -s /root/comfy/ComfyUI/models/CosyVoice-ComfyUI/pretrained_models/CosyVoice-300M-SFT /root/comfy/ComfyUI/custom_nodes/CosyVoice-ComfyUI/pretrained_models/CosyVoice-300M-SFT"
    ).run_commands(
        "mkdir -p /root/comfy/ComfyUI/models/.cache/torch/hub/checkpoints && mkdir -p /root/.cache/torch/hub/checkpoints && rm -rf /root/.cache/torch/hub/checkpoints && ln -s /root/comfy/ComfyUI/models/.cache/torch/hub/checkpoints /root/.cache/torch/hub/checkpoints"
    ).run_commands(
        "mkdir -p /root/comfy/ComfyUI/models/stabilityai && ln -s /root/comfy/ComfyUI/models/stabilityai /root/comfy/ComfyUI/stabilityai"
    ).run_commands(
        "rm -rf /root/comfy/ComfyUI/models"
    ).run_commands(
        "apt update && apt install -y ffmpeg && ffmpeg -version"
    ).pip_install("av")
    # Add .run_commands(...) calls for any other custom nodes you want to download
)

image = image.add_local_file(
    "highlight_v0.113_api.json", "/root/workflow_api.json"
)

app = modal.App(name="highlight-comfyui", image=image)
vol = modal.Volume.from_name("comfyui-model", create_if_missing=True)

@app.function(
    allow_concurrent_inputs=10,  # required for UI startup process which runs several API calls concurrently
    concurrency_limit=1,  # limit interactive session to 1 container
    gpu="T4",  # good starter GPU for inference
    volumes={"/root/comfy/ComfyUI/models": vol},  # mounts our cached models
)
@modal.web_server(8000, startup_timeout=60)
def ui():
    subprocess.Popen("comfy launch -- --listen 0.0.0.0 --port 8000", shell=True)