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@BennyKok
Created July 30, 2024 20:54
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3d pack on modal
import json
import subprocess
import uuid
from pathlib import Path
from typing import Dict
import asyncio
import aiohttp
import modal
# Time to wait between API check attempts in milliseconds
COMFY_API_AVAILABLE_INTERVAL_MS = 50
# Maximum number of API check attempts
COMFY_API_AVAILABLE_MAX_RETRIES = 1000
# Time to wait between poll attempts in milliseconds
COMFY_POLLING_INTERVAL_MS = 250
# Maximum number of poll attempts
COMFY_POLLING_MAX_RETRIES = 1000
# Host where ComfyUI is running
COMFY_HOST = "127.0.0.1:8188"
async def check_server(url, retries=50, delay=500):
# for i in range(retries):
while True:
try:
async with aiohttp.ClientSession() as session:
async with session.get(url) as response:
# If the response status code is 200, the server is up and running
if response.status == 200:
print(f"comfy-modal - API is reachable")
return True
except Exception as e:
# If an exception occurs, the server may not be ready
pass
# Wait for the specified delay before retrying
await asyncio.sleep(delay / 1000)
async def launch_comfy():
server = await asyncio.subprocess.create_subprocess_shell("comfy launch", shell=True)
ok = await check_server(
f"http://{COMFY_HOST}",
COMFY_API_AVAILABLE_MAX_RETRIES,
COMFY_API_AVAILABLE_INTERVAL_MS,
)
server.terminate()
image = ( # build up a Modal Image to run ComfyUI, step by step
# modal.Image.debian_slim( # start from basic Linux with Python
# python_version="3.11"
# )
modal.Image.from_registry("nvidia/cuda:12.1.0-devel-ubuntu22.04", add_python="3.11")
.apt_install("git") # install git to clone ComfyUI
.pip_install("comfy-cli==1.0.33") # install comfy-cli
.run_commands( # use comfy-cli to install the ComfyUI repo and its dependencies
"comfy --skip-prompt install --nvidia",
)
# .run_commands( # download the inpainting model
# "comfy --skip-prompt model download --url https://huggingface.co/stabilityai/stable-diffusion-2-inpainting/resolve/main/512-inpainting-ema.safetensors --relative-path models/checkpoints"
# )
.apt_install(
"git",
"build-essential",
"curl",
"ffmpeg",
"libegl1",
"libegl1-mesa-dev",
"libgl1",
"libglib2.0-0",
"libgl1-mesa-dev",
"libgl1-mesa-glx",
"libgles2",
"libgles2-mesa-dev",
"libglvnd-dev",
"libglvnd0",
"libglx0",
"libsm6",
"libxext6",
"libxrender1",
"ninja-build",
"wget",
)
.env({
"LD_LIBRARY_PATH": "/usr/lib64:$LD_LIBRARY_PATH",
"NVIDIA_VISIBLE_DEVICES": "all",
"NVIDIA_DRIVER_CAPABILITIES": "compute,utility,graphics",
"PYOPENGL_PLATFORM": "egl",
})
.run_commands( # download a custom node
"comfy node install ComfyUI-3D-Pack", gpu="A10G"
)
.run_function(launch_comfy, gpu="A10G")
# can layer additional models and custom node downloads as needed
)
app = modal.App(name="3d-pack", image=image)
@app.function(
allow_concurrent_inputs=10,
concurrency_limit=1,
container_idle_timeout=30,
timeout=3600,
gpu="A10G",
)
@modal.web_server(8000, startup_timeout=60)
def ui():
subprocess.Popen("comfy launch -- --listen 0.0.0.0 --port 8000", shell=True)
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