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main
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combine-te
1
.gitignore
vendored
1
.gitignore
vendored
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__pycache__
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__pycache__
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.DS_Store
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.DS_Store
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file-hash-cache.json
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504
builder/modal-builder/src/main.py
Normal file
504
builder/modal-builder/src/main.py
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@ -0,0 +1,504 @@
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from typing import Union, Optional, Dict, List
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from pydantic import BaseModel, Field, field_validator
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from fastapi import FastAPI, HTTPException, WebSocket, BackgroundTasks, WebSocketDisconnect
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from fastapi.responses import JSONResponse
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from fastapi.logger import logger as fastapi_logger
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import os
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from enum import Enum
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import json
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import subprocess
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import time
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from contextlib import asynccontextmanager
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import asyncio
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import threading
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import signal
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import logging
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from fastapi.logger import logger as fastapi_logger
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import requests
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from urllib.parse import parse_qs
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from starlette.middleware.base import BaseHTTPMiddleware
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from starlette.types import ASGIApp, Scope, Receive, Send
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from concurrent.futures import ThreadPoolExecutor
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# executor = ThreadPoolExecutor(max_workers=5)
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gunicorn_error_logger = logging.getLogger("gunicorn.error")
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gunicorn_logger = logging.getLogger("gunicorn")
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uvicorn_access_logger = logging.getLogger("uvicorn.access")
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uvicorn_access_logger.handlers = gunicorn_error_logger.handlers
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fastapi_logger.handlers = gunicorn_error_logger.handlers
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if __name__ != "__main__":
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fastapi_logger.setLevel(gunicorn_logger.level)
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else:
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fastapi_logger.setLevel(logging.DEBUG)
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logger = logging.getLogger("uvicorn")
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logger.setLevel(logging.INFO)
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last_activity_time = time.time()
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global_timeout = 60 * 4
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machine_id_websocket_dict = {}
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machine_id_status = {}
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fly_instance_id = os.environ.get('FLY_ALLOC_ID', 'local').split('-')[0]
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class FlyReplayMiddleware(BaseHTTPMiddleware):
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"""
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If the wrong instance was picked by the fly.io load balancer we use the fly-replay header
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to repeat the request again on the right instance.
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This only works if the right instance is provided as a query_string parameter.
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"""
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def __init__(self, app: ASGIApp) -> None:
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self.app = app
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async def __call__(self, scope: Scope, receive: Receive, send: Send) -> None:
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query_string = scope.get('query_string', b'').decode()
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query_params = parse_qs(query_string)
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target_instance = query_params.get(
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'fly_instance_id', [fly_instance_id])[0]
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async def send_wrapper(message):
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if target_instance != fly_instance_id:
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if message['type'] == 'websocket.close' and 'Invalid session' in message['reason']:
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# fly.io only seems to look at the fly-replay header if websocket is accepted
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message = {'type': 'websocket.accept'}
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if 'headers' not in message:
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message['headers'] = []
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message['headers'].append(
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[b'fly-replay', f'instance={target_instance}'.encode()])
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await send(message)
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await self.app(scope, receive, send_wrapper)
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async def check_inactivity():
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global last_activity_time
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while True:
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# logger.info("Checking inactivity...")
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if time.time() - last_activity_time > global_timeout:
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if len(machine_id_status) == 0:
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# The application has been inactive for more than 60 seconds.
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# Scale it down to zero here.
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logger.info(
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f"No activity for {global_timeout} seconds, exiting...")
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# os._exit(0)
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os.kill(os.getpid(), signal.SIGINT)
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break
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else:
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pass
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# logger.info(f"Timeout but still in progress")
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await asyncio.sleep(1) # Check every second
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@asynccontextmanager
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async def lifespan(app: FastAPI):
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thread = run_in_new_thread(check_inactivity())
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yield
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logger.info("Cancelling")
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#
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app = FastAPI(lifespan=lifespan)
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app.add_middleware(FlyReplayMiddleware)
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# MODAL_ORG = os.environ.get("MODAL_ORG")
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@app.get("/")
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def read_root():
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global last_activity_time
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last_activity_time = time.time()
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logger.info(f"Extended inactivity time to {global_timeout}")
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return {"Hello": "World"}
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# create a post route called /create takes in a json of example
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# {
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# name: "my first image",
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# deps: {
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# "comfyui": "d0165d819afe76bd4e6bdd710eb5f3e571b6a804",
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# "git_custom_nodes": {
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# "https://github.com/cubiq/ComfyUI_IPAdapter_plus": {
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# "hash": "2ca0c6dd0b2ad64b1c480828638914a564331dcd",
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# "disabled": true
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# },
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# "https://github.com/ltdrdata/ComfyUI-Manager.git": {
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# "hash": "9c86f62b912f4625fe2b929c7fc61deb9d16f6d3",
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# "disabled": false
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# },
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# },
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# "file_custom_nodes": []
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# }
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# }
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class GitCustomNodes(BaseModel):
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hash: str
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disabled: bool
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class FileCustomNodes(BaseModel):
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filename: str
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disabled: bool
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class Snapshot(BaseModel):
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comfyui: str
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git_custom_nodes: Dict[str, GitCustomNodes]
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file_custom_nodes: List[FileCustomNodes]
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class Model(BaseModel):
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name: str
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type: str
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base: str
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save_path: str
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description: str
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reference: str
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filename: str
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url: str
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class GPUType(str, Enum):
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T4 = "T4"
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A10G = "A10G"
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A100 = "A100"
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L4 = "L4"
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class Item(BaseModel):
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machine_id: str
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name: str
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snapshot: Snapshot
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models: List[Model]
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callback_url: str
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gpu: GPUType = Field(default=GPUType.T4)
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@field_validator('gpu')
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@classmethod
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def check_gpu(cls, value):
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if value not in GPUType.__members__:
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raise ValueError(
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f"Invalid GPU option. Choose from: {', '.join(GPUType.__members__.keys())}")
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return GPUType(value)
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@app.websocket("/ws/{machine_id}")
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async def websocket_endpoint(websocket: WebSocket, machine_id: str):
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await websocket.accept()
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machine_id_websocket_dict[machine_id] = websocket
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# Send existing logs
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if machine_id in machine_logs_cache:
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|
combined_logs = "\n".join(
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|
log_entry['logs'] for log_entry in machine_logs_cache[machine_id])
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await websocket.send_text(json.dumps({"event": "LOGS", "data": {
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"machine_id": machine_id,
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"logs": combined_logs,
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"timestamp": time.time()
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}}))
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try:
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while True:
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data = await websocket.receive_text()
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global last_activity_time
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last_activity_time = time.time()
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logger.info(f"Extended inactivity time to {global_timeout}")
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# You can handle received messages here if needed
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|
except WebSocketDisconnect:
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|
if machine_id in machine_id_websocket_dict:
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machine_id_websocket_dict.pop(machine_id)
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|
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||||||
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# @app.get("/test")
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# async def test():
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# machine_id_status["123"] = True
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# global last_activity_time
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# last_activity_time = time.time()
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# logger.info(f"Extended inactivity time to {global_timeout}")
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# await asyncio.sleep(10)
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# machine_id_status["123"] = False
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# machine_id_status.pop("123")
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# return {"Hello": "World"}
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|
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||||||
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||||||
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@app.post("/create")
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|
async def create_machine(item: Item):
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|
global last_activity_time
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|
last_activity_time = time.time()
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|
logger.info(f"Extended inactivity time to {global_timeout}")
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||||||
|
|
||||||
|
if item.machine_id in machine_id_status and machine_id_status[item.machine_id]:
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|
return JSONResponse(status_code=400, content={"error": "Build already in progress."})
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||||||
|
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||||||
|
# Run the building logic in a separate thread
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||||||
|
# future = executor.submit(build_logic, item)
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|
task = asyncio.create_task(build_logic(item))
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|
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||||||
|
return JSONResponse(status_code=200, content={"message": "Build Queued", "build_machine_instance_id": fly_instance_id})
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||||||
|
|
||||||
|
|
||||||
|
class StopAppItem(BaseModel):
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|
machine_id: str
|
||||||
|
|
||||||
|
|
||||||
|
def find_app_id(app_list, app_name):
|
||||||
|
for app in app_list:
|
||||||
|
if app['Name'] == app_name:
|
||||||
|
return app['App ID']
|
||||||
|
return None
|
||||||
|
|
||||||
|
@app.post("/stop-app")
|
||||||
|
async def stop_app(item: StopAppItem):
|
||||||
|
# cmd = f"modal app list | grep {item.machine_id} | awk -F '│' '{{print $2}}'"
|
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|
cmd = f"modal app list --json"
|
||||||
|
|
||||||
|
env = os.environ.copy()
|
||||||
|
env["COLUMNS"] = "10000" # Set the width to a large value
|
||||||
|
find_id_process = await asyncio.subprocess.create_subprocess_shell(cmd,
|
||||||
|
stdout=asyncio.subprocess.PIPE,
|
||||||
|
stderr=asyncio.subprocess.PIPE,
|
||||||
|
env=env)
|
||||||
|
await find_id_process.wait()
|
||||||
|
|
||||||
|
stdout, stderr = await find_id_process.communicate()
|
||||||
|
if stdout:
|
||||||
|
app_id = stdout.decode().strip()
|
||||||
|
app_list = json.loads(app_id)
|
||||||
|
app_id = find_app_id(app_list, item.machine_id)
|
||||||
|
logger.info(f"cp_process stdout: {app_id}")
|
||||||
|
if stderr:
|
||||||
|
logger.info(f"cp_process stderr: {stderr.decode()}")
|
||||||
|
|
||||||
|
cp_process = await asyncio.subprocess.create_subprocess_exec("modal", "app", "stop", app_id,
|
||||||
|
stdout=asyncio.subprocess.PIPE,
|
||||||
|
stderr=asyncio.subprocess.PIPE,)
|
||||||
|
await cp_process.wait()
|
||||||
|
logger.info(f"Stopping app {item.machine_id}")
|
||||||
|
stdout, stderr = await cp_process.communicate()
|
||||||
|
if stdout:
|
||||||
|
logger.info(f"cp_process stdout: {stdout.decode()}")
|
||||||
|
if stderr:
|
||||||
|
logger.info(f"cp_process stderr: {stderr.decode()}")
|
||||||
|
|
||||||
|
if cp_process.returncode == 0:
|
||||||
|
return JSONResponse(status_code=200, content={"status": "success"})
|
||||||
|
else:
|
||||||
|
return JSONResponse(status_code=500, content={"status": "error", "error": stderr.decode()})
|
||||||
|
|
||||||
|
# Initialize the logs cache
|
||||||
|
machine_logs_cache = {}
|
||||||
|
|
||||||
|
|
||||||
|
async def build_logic(item: Item):
|
||||||
|
# Deploy to modal
|
||||||
|
folder_path = f"/app/builds/{item.machine_id}"
|
||||||
|
machine_id_status[item.machine_id] = True
|
||||||
|
|
||||||
|
# Ensure the os path is same as the current directory
|
||||||
|
# os.chdir(os.path.dirname(os.path.realpath(__file__)))
|
||||||
|
# print(
|
||||||
|
# f"builder - Current working directory: {os.getcwd()}"
|
||||||
|
# )
|
||||||
|
|
||||||
|
# Copy the app template
|
||||||
|
# os.system(f"cp -r template {folder_path}")
|
||||||
|
cp_process = await asyncio.subprocess.create_subprocess_exec("cp", "-r", "/app/src/template", folder_path)
|
||||||
|
await cp_process.wait()
|
||||||
|
|
||||||
|
# Write the config file
|
||||||
|
config = {
|
||||||
|
"name": item.name,
|
||||||
|
"deploy_test": os.environ.get("DEPLOY_TEST_FLAG", "False"),
|
||||||
|
"gpu": item.gpu,
|
||||||
|
"civitai_token": os.environ.get("CIVITAI_TOKEN", "")
|
||||||
|
}
|
||||||
|
with open(f"{folder_path}/config.py", "w") as f:
|
||||||
|
f.write("config = " + json.dumps(config))
|
||||||
|
|
||||||
|
with open(f"{folder_path}/data/snapshot.json", "w") as f:
|
||||||
|
f.write(item.snapshot.json())
|
||||||
|
|
||||||
|
with open(f"{folder_path}/data/models.json", "w") as f:
|
||||||
|
models_json_list = [model.dict() for model in item.models]
|
||||||
|
models_json_string = json.dumps(models_json_list)
|
||||||
|
f.write(models_json_string)
|
||||||
|
|
||||||
|
# os.chdir(folder_path)
|
||||||
|
# process = subprocess.Popen(f"modal deploy {folder_path}/app.py", stdout=subprocess.PIPE, stderr=subprocess.STDOUT, shell=True)
|
||||||
|
process = await asyncio.subprocess.create_subprocess_shell(
|
||||||
|
f"modal deploy app.py",
|
||||||
|
stdout=asyncio.subprocess.PIPE,
|
||||||
|
stderr=asyncio.subprocess.PIPE,
|
||||||
|
cwd=folder_path,
|
||||||
|
env={**os.environ, "COLUMNS": "10000"}
|
||||||
|
)
|
||||||
|
|
||||||
|
url = None
|
||||||
|
|
||||||
|
if item.machine_id not in machine_logs_cache:
|
||||||
|
machine_logs_cache[item.machine_id] = []
|
||||||
|
|
||||||
|
machine_logs = machine_logs_cache[item.machine_id]
|
||||||
|
|
||||||
|
url_queue = asyncio.Queue()
|
||||||
|
|
||||||
|
async def read_stream(stream, isStderr, url_queue: asyncio.Queue):
|
||||||
|
while True:
|
||||||
|
line = await stream.readline()
|
||||||
|
if line:
|
||||||
|
l = line.decode('utf-8').strip()
|
||||||
|
|
||||||
|
if l == "":
|
||||||
|
continue
|
||||||
|
|
||||||
|
if not isStderr:
|
||||||
|
logger.info(l)
|
||||||
|
machine_logs.append({
|
||||||
|
"logs": l,
|
||||||
|
"timestamp": time.time()
|
||||||
|
})
|
||||||
|
|
||||||
|
if item.machine_id in machine_id_websocket_dict:
|
||||||
|
await machine_id_websocket_dict[item.machine_id].send_text(json.dumps({"event": "LOGS", "data": {
|
||||||
|
"machine_id": item.machine_id,
|
||||||
|
"logs": l,
|
||||||
|
"timestamp": time.time()
|
||||||
|
}}))
|
||||||
|
|
||||||
|
if "Created comfyui_api =>" in l or ((l.startswith("https://") or l.startswith("│")) and l.endswith(".modal.run")):
|
||||||
|
if "Created comfyui_api =>" in l:
|
||||||
|
url = l.split("=>")[1].strip()
|
||||||
|
# making sure it is a url
|
||||||
|
elif "comfyui-api" in l:
|
||||||
|
# Some case it only prints the url on a blank line
|
||||||
|
if l.startswith("│"):
|
||||||
|
url = l.split("│")[1].strip()
|
||||||
|
else:
|
||||||
|
url = l
|
||||||
|
|
||||||
|
if url:
|
||||||
|
machine_logs.append({
|
||||||
|
"logs": f"App image built, url: {url}",
|
||||||
|
"timestamp": time.time()
|
||||||
|
})
|
||||||
|
|
||||||
|
await url_queue.put(url)
|
||||||
|
|
||||||
|
if item.machine_id in machine_id_websocket_dict:
|
||||||
|
await machine_id_websocket_dict[item.machine_id].send_text(json.dumps({"event": "LOGS", "data": {
|
||||||
|
"machine_id": item.machine_id,
|
||||||
|
"logs": f"App image built, url: {url}",
|
||||||
|
"timestamp": time.time()
|
||||||
|
}}))
|
||||||
|
await machine_id_websocket_dict[item.machine_id].send_text(json.dumps({"event": "FINISHED", "data": {
|
||||||
|
"status": "succuss",
|
||||||
|
}}))
|
||||||
|
|
||||||
|
else:
|
||||||
|
# is error
|
||||||
|
logger.error(l)
|
||||||
|
machine_logs.append({
|
||||||
|
"logs": l,
|
||||||
|
"timestamp": time.time()
|
||||||
|
})
|
||||||
|
|
||||||
|
if item.machine_id in machine_id_websocket_dict:
|
||||||
|
await machine_id_websocket_dict[item.machine_id].send_text(json.dumps({"event": "LOGS", "data": {
|
||||||
|
"machine_id": item.machine_id,
|
||||||
|
"logs": l,
|
||||||
|
"timestamp": time.time()
|
||||||
|
}}))
|
||||||
|
await machine_id_websocket_dict[item.machine_id].send_text(json.dumps({"event": "FINISHED", "data": {
|
||||||
|
"status": "failed",
|
||||||
|
}}))
|
||||||
|
else:
|
||||||
|
break
|
||||||
|
|
||||||
|
stdout_task = asyncio.create_task(
|
||||||
|
read_stream(process.stdout, False, url_queue))
|
||||||
|
stderr_task = asyncio.create_task(
|
||||||
|
read_stream(process.stderr, True, url_queue))
|
||||||
|
|
||||||
|
await asyncio.wait([stdout_task, stderr_task])
|
||||||
|
|
||||||
|
# Wait for the subprocess to finish
|
||||||
|
await process.wait()
|
||||||
|
|
||||||
|
if not url_queue.empty():
|
||||||
|
# The queue is not empty, you can get an item
|
||||||
|
url = await url_queue.get()
|
||||||
|
|
||||||
|
# Close the ws connection and also pop the item
|
||||||
|
if item.machine_id in machine_id_websocket_dict and machine_id_websocket_dict[item.machine_id] is not None:
|
||||||
|
await machine_id_websocket_dict[item.machine_id].close()
|
||||||
|
|
||||||
|
if item.machine_id in machine_id_websocket_dict:
|
||||||
|
machine_id_websocket_dict.pop(item.machine_id)
|
||||||
|
|
||||||
|
if item.machine_id in machine_id_status:
|
||||||
|
machine_id_status[item.machine_id] = False
|
||||||
|
|
||||||
|
# Check for errors
|
||||||
|
if process.returncode != 0:
|
||||||
|
logger.info("An error occurred.")
|
||||||
|
# Send a post request with the json body machine_id to the callback url
|
||||||
|
machine_logs.append({
|
||||||
|
"logs": "Unable to build the app image.",
|
||||||
|
"timestamp": time.time()
|
||||||
|
})
|
||||||
|
requests.post(item.callback_url, json={
|
||||||
|
"machine_id": item.machine_id, "build_log": json.dumps(machine_logs)})
|
||||||
|
|
||||||
|
if item.machine_id in machine_logs_cache:
|
||||||
|
del machine_logs_cache[item.machine_id]
|
||||||
|
|
||||||
|
return
|
||||||
|
# return JSONResponse(status_code=400, content={"error": "Unable to build the app image."})
|
||||||
|
|
||||||
|
# app_suffix = "comfyui-app"
|
||||||
|
|
||||||
|
if url is None:
|
||||||
|
machine_logs.append({
|
||||||
|
"logs": "App image built, but url is None, unable to parse the url.",
|
||||||
|
"timestamp": time.time()
|
||||||
|
})
|
||||||
|
requests.post(item.callback_url, json={
|
||||||
|
"machine_id": item.machine_id, "build_log": json.dumps(machine_logs)})
|
||||||
|
|
||||||
|
if item.machine_id in machine_logs_cache:
|
||||||
|
del machine_logs_cache[item.machine_id]
|
||||||
|
|
||||||
|
return
|
||||||
|
# return JSONResponse(status_code=400, content={"error": "App image built, but url is None, unable to parse the url."})
|
||||||
|
# example https://bennykok--my-app-comfyui-app.modal.run/
|
||||||
|
# my_url = f"https://{MODAL_ORG}--{item.container_id}-{app_suffix}.modal.run"
|
||||||
|
|
||||||
|
requests.post(item.callback_url, json={
|
||||||
|
"machine_id": item.machine_id, "endpoint": url, "build_log": json.dumps(machine_logs)})
|
||||||
|
if item.machine_id in machine_logs_cache:
|
||||||
|
del machine_logs_cache[item.machine_id]
|
||||||
|
|
||||||
|
logger.info("done")
|
||||||
|
logger.info(url)
|
||||||
|
|
||||||
|
|
||||||
|
def start_loop(loop):
|
||||||
|
asyncio.set_event_loop(loop)
|
||||||
|
loop.run_forever()
|
||||||
|
|
||||||
|
|
||||||
|
def run_in_new_thread(coroutine):
|
||||||
|
new_loop = asyncio.new_event_loop()
|
||||||
|
t = threading.Thread(target=start_loop, args=(new_loop,), daemon=True)
|
||||||
|
t.start()
|
||||||
|
asyncio.run_coroutine_threadsafe(coroutine, new_loop)
|
||||||
|
return t
|
||||||
|
|
||||||
|
|
||||||
|
if __name__ == "__main__":
|
||||||
|
import uvicorn
|
||||||
|
# , log_level="debug"
|
||||||
|
uvicorn.run("main:app", host="0.0.0.0", port=8080, lifespan="on")
|
@ -1,448 +0,0 @@
|
|||||||
import modal
|
|
||||||
from typing import Union, Optional, Dict, List
|
|
||||||
from pydantic import BaseModel, Field, field_validator
|
|
||||||
from fastapi import FastAPI, HTTPException, WebSocket, BackgroundTasks, WebSocketDisconnect
|
|
||||||
from fastapi.responses import JSONResponse
|
|
||||||
from fastapi.logger import logger as fastapi_logger
|
|
||||||
import os
|
|
||||||
from enum import Enum
|
|
||||||
import json
|
|
||||||
import subprocess
|
|
||||||
import time
|
|
||||||
from contextlib import asynccontextmanager
|
|
||||||
import asyncio
|
|
||||||
import threading
|
|
||||||
import signal
|
|
||||||
import logging
|
|
||||||
from fastapi.logger import logger as fastapi_logger
|
|
||||||
import requests
|
|
||||||
from urllib.parse import parse_qs
|
|
||||||
from starlette.middleware.base import BaseHTTPMiddleware
|
|
||||||
from starlette.types import ASGIApp, Scope, Receive, Send
|
|
||||||
|
|
||||||
# Modal应用实例
|
|
||||||
modal_app = modal.App(name="comfyui-deploy")
|
|
||||||
|
|
||||||
gunicorn_error_logger = logging.getLogger("gunicorn.error")
|
|
||||||
gunicorn_logger = logging.getLogger("gunicorn")
|
|
||||||
uvicorn_access_logger = logging.getLogger("uvicorn.access")
|
|
||||||
uvicorn_access_logger.handlers = gunicorn_error_logger.handlers
|
|
||||||
|
|
||||||
fastapi_logger.handlers = gunicorn_error_logger.handlers
|
|
||||||
|
|
||||||
if __name__ != "__main__":
|
|
||||||
fastapi_logger.setLevel(gunicorn_logger.level)
|
|
||||||
else:
|
|
||||||
fastapi_logger.setLevel(logging.DEBUG)
|
|
||||||
|
|
||||||
logger = logging.getLogger("uvicorn")
|
|
||||||
logger.setLevel(logging.INFO)
|
|
||||||
|
|
||||||
last_activity_time = time.time()
|
|
||||||
global_timeout = 60 * 4
|
|
||||||
|
|
||||||
machine_id_websocket_dict = {}
|
|
||||||
machine_id_status = {}
|
|
||||||
machine_logs_cache = {}
|
|
||||||
|
|
||||||
fly_instance_id = os.environ.get('FLY_ALLOC_ID', 'local').split('-')[0]
|
|
||||||
|
|
||||||
class FlyReplayMiddleware(BaseHTTPMiddleware):
|
|
||||||
def __init__(self, app: ASGIApp) -> None:
|
|
||||||
super().__init__(app)
|
|
||||||
|
|
||||||
async def __call__(self, scope: Scope, receive: Receive, send: Send) -> None:
|
|
||||||
query_string = scope.get('query_string', b'').decode()
|
|
||||||
query_params = parse_qs(query_string)
|
|
||||||
target_instance = query_params.get('fly_instance_id', [fly_instance_id])[0]
|
|
||||||
|
|
||||||
async def send_wrapper(message):
|
|
||||||
if target_instance != fly_instance_id:
|
|
||||||
if message['type'] == 'websocket.close' and 'Invalid session' in message.get('reason', ''):
|
|
||||||
message = {'type': 'websocket.accept'}
|
|
||||||
if 'headers' not in message:
|
|
||||||
message['headers'] = []
|
|
||||||
message['headers'].append([b'fly-replay', f'instance={target_instance}'.encode()])
|
|
||||||
await send(message)
|
|
||||||
await self.app(scope, receive, send_wrapper)
|
|
||||||
|
|
||||||
async def check_inactivity():
|
|
||||||
global last_activity_time
|
|
||||||
while True:
|
|
||||||
if time.time() - last_activity_time > global_timeout:
|
|
||||||
if len(machine_id_status) == 0:
|
|
||||||
logger.info(f"No activity for {global_timeout} seconds, exiting...")
|
|
||||||
os.kill(os.getpid(), signal.SIGINT)
|
|
||||||
break
|
|
||||||
await asyncio.sleep(1)
|
|
||||||
|
|
||||||
@asynccontextmanager
|
|
||||||
async def lifespan(app: FastAPI):
|
|
||||||
thread = run_in_new_thread(check_inactivity())
|
|
||||||
yield
|
|
||||||
logger.info("Cancelling")
|
|
||||||
|
|
||||||
# FastAPI实例
|
|
||||||
fastapi_app = FastAPI(lifespan=lifespan)
|
|
||||||
fastapi_app.add_middleware(FlyReplayMiddleware)
|
|
||||||
|
|
||||||
class GitCustomNodes(BaseModel):
|
|
||||||
hash: str
|
|
||||||
disabled: bool
|
|
||||||
|
|
||||||
class FileCustomNodes(BaseModel):
|
|
||||||
filename: str
|
|
||||||
disabled: bool
|
|
||||||
|
|
||||||
class Snapshot(BaseModel):
|
|
||||||
comfyui: str
|
|
||||||
git_custom_nodes: Dict[str, GitCustomNodes]
|
|
||||||
file_custom_nodes: List[FileCustomNodes]
|
|
||||||
|
|
||||||
class Model(BaseModel):
|
|
||||||
name: str
|
|
||||||
type: str
|
|
||||||
base: str
|
|
||||||
save_path: str
|
|
||||||
description: str
|
|
||||||
reference: str
|
|
||||||
filename: str
|
|
||||||
url: str
|
|
||||||
|
|
||||||
class GPUType(str, Enum):
|
|
||||||
T4 = "T4"
|
|
||||||
A10G = "A10G"
|
|
||||||
A100 = "A100"
|
|
||||||
L4 = "L4"
|
|
||||||
|
|
||||||
class Item(BaseModel):
|
|
||||||
machine_id: str
|
|
||||||
name: str
|
|
||||||
snapshot: Snapshot
|
|
||||||
models: List[Model]
|
|
||||||
callback_url: str
|
|
||||||
gpu: GPUType = Field(default=GPUType.T4)
|
|
||||||
|
|
||||||
@field_validator('gpu')
|
|
||||||
@classmethod
|
|
||||||
def check_gpu(cls, value):
|
|
||||||
if value not in GPUType.__members__:
|
|
||||||
raise ValueError(f"Invalid GPU option. Choose from: {', '.join(GPUType.__members__.keys())}")
|
|
||||||
return GPUType(value)
|
|
||||||
|
|
||||||
class StopAppItem(BaseModel):
|
|
||||||
machine_id: str
|
|
||||||
|
|
||||||
@fastapi_app.get("/")
|
|
||||||
def read_root():
|
|
||||||
global last_activity_time
|
|
||||||
last_activity_time = time.time()
|
|
||||||
logger.info(f"Extended inactivity time to {global_timeout}")
|
|
||||||
return {"Hello": "World"}
|
|
||||||
|
|
||||||
@fastapi_app.websocket("/ws/{machine_id}")
|
|
||||||
async def websocket_endpoint(websocket: WebSocket, machine_id: str):
|
|
||||||
await websocket.accept()
|
|
||||||
machine_id_websocket_dict[machine_id] = websocket
|
|
||||||
if machine_id in machine_logs_cache:
|
|
||||||
combined_logs = "\n".join(log_entry['logs'] for log_entry in machine_logs_cache[machine_id])
|
|
||||||
await websocket.send_text(json.dumps({
|
|
||||||
"event": "LOGS",
|
|
||||||
"data": {
|
|
||||||
"machine_id": machine_id,
|
|
||||||
"logs": combined_logs,
|
|
||||||
"timestamp": time.time()
|
|
||||||
}
|
|
||||||
}))
|
|
||||||
try:
|
|
||||||
while True:
|
|
||||||
data = await websocket.receive_text()
|
|
||||||
global last_activity_time
|
|
||||||
last_activity_time = time.time()
|
|
||||||
logger.info(f"Extended inactivity time to {global_timeout}")
|
|
||||||
except WebSocketDisconnect:
|
|
||||||
if machine_id in machine_id_websocket_dict:
|
|
||||||
del machine_id_websocket_dict[machine_id]
|
|
||||||
|
|
||||||
@fastapi_app.post("/create")
|
|
||||||
async def create_machine(item: Item):
|
|
||||||
global last_activity_time
|
|
||||||
last_activity_time = time.time()
|
|
||||||
logger.info(f"Extended inactivity time to {global_timeout}")
|
|
||||||
|
|
||||||
if item.machine_id in machine_id_status and machine_id_status[item.machine_id]:
|
|
||||||
return JSONResponse(status_code=400, content={"error": "Build already in progress."})
|
|
||||||
|
|
||||||
task = asyncio.create_task(build_logic(item))
|
|
||||||
return JSONResponse(
|
|
||||||
status_code=200,
|
|
||||||
content={
|
|
||||||
"message": "Build Queued",
|
|
||||||
"build_machine_instance_id": fly_instance_id
|
|
||||||
}
|
|
||||||
)
|
|
||||||
|
|
||||||
def find_app_id(app_list, app_name):
|
|
||||||
for app in app_list:
|
|
||||||
if app['Name'] == app_name:
|
|
||||||
return app['App ID']
|
|
||||||
return None
|
|
||||||
|
|
||||||
@fastapi_app.post("/stop-app")
|
|
||||||
async def stop_app(item: StopAppItem):
|
|
||||||
cmd = f"modal app list --json"
|
|
||||||
env = os.environ.copy()
|
|
||||||
env["COLUMNS"] = "10000"
|
|
||||||
|
|
||||||
find_id_process = await asyncio.subprocess.create_subprocess_shell(
|
|
||||||
cmd,
|
|
||||||
stdout=asyncio.subprocess.PIPE,
|
|
||||||
stderr=asyncio.subprocess.PIPE,
|
|
||||||
env=env
|
|
||||||
)
|
|
||||||
|
|
||||||
stdout, stderr = await find_id_process.communicate()
|
|
||||||
if stdout:
|
|
||||||
app_list = json.loads(stdout.decode().strip())
|
|
||||||
app_id = find_app_id(app_list, item.machine_id)
|
|
||||||
logger.info(f"cp_process stdout: {app_id}")
|
|
||||||
if stderr:
|
|
||||||
logger.info(f"cp_process stderr: {stderr.decode()}")
|
|
||||||
|
|
||||||
cp_process = await asyncio.subprocess.create_subprocess_exec(
|
|
||||||
"modal", "app", "stop", app_id,
|
|
||||||
stdout=asyncio.subprocess.PIPE,
|
|
||||||
stderr=asyncio.subprocess.PIPE,
|
|
||||||
)
|
|
||||||
|
|
||||||
await cp_process.wait()
|
|
||||||
stdout, stderr = await cp_process.communicate()
|
|
||||||
|
|
||||||
if stdout:
|
|
||||||
logger.info(f"cp_process stdout: {stdout.decode()}")
|
|
||||||
if stderr:
|
|
||||||
logger.info(f"cp_process stderr: {stderr.decode()}")
|
|
||||||
|
|
||||||
if cp_process.returncode == 0:
|
|
||||||
return JSONResponse(status_code=200, content={"status": "success"})
|
|
||||||
else:
|
|
||||||
return JSONResponse(
|
|
||||||
status_code=500,
|
|
||||||
content={"status": "error", "error": stderr.decode()}
|
|
||||||
)
|
|
||||||
|
|
||||||
async def build_logic(item: Item):
|
|
||||||
folder_path = f"/app/builds/{item.machine_id}"
|
|
||||||
machine_id_status[item.machine_id] = True
|
|
||||||
|
|
||||||
cp_process = await asyncio.subprocess.create_subprocess_exec(
|
|
||||||
"cp", "-r", "/app/src/template", folder_path
|
|
||||||
)
|
|
||||||
await cp_process.wait()
|
|
||||||
|
|
||||||
config = {
|
|
||||||
"name": item.name,
|
|
||||||
"deploy_test": os.environ.get("DEPLOY_TEST_FLAG", "False"),
|
|
||||||
"gpu": item.gpu,
|
|
||||||
"civitai_token": os.environ.get("CIVITAI_TOKEN", "833b4ded5c7757a06a803763500bab58")
|
|
||||||
}
|
|
||||||
|
|
||||||
with open(f"{folder_path}/config.py", "w") as f:
|
|
||||||
f.write("config = " + json.dumps(config))
|
|
||||||
|
|
||||||
with open(f"{folder_path}/data/snapshot.json", "w") as f:
|
|
||||||
f.write(item.snapshot.json())
|
|
||||||
|
|
||||||
with open(f"{folder_path}/data/models.json", "w") as f:
|
|
||||||
models_json_list = [model.dict() for model in item.models]
|
|
||||||
f.write(json.dumps(models_json_list))
|
|
||||||
|
|
||||||
process = await asyncio.subprocess.create_subprocess_shell(
|
|
||||||
f"modal deploy app.py",
|
|
||||||
stdout=asyncio.subprocess.PIPE,
|
|
||||||
stderr=asyncio.subprocess.PIPE,
|
|
||||||
cwd=folder_path,
|
|
||||||
env={**os.environ, "COLUMNS": "10000"}
|
|
||||||
)
|
|
||||||
|
|
||||||
if item.machine_id not in machine_logs_cache:
|
|
||||||
machine_logs_cache[item.machine_id] = []
|
|
||||||
|
|
||||||
machine_logs = machine_logs_cache[item.machine_id]
|
|
||||||
url_queue = asyncio.Queue()
|
|
||||||
|
|
||||||
async def read_stream(stream, isStderr, url_queue: asyncio.Queue):
|
|
||||||
while True:
|
|
||||||
line = await stream.readline()
|
|
||||||
if not line:
|
|
||||||
break
|
|
||||||
|
|
||||||
l = line.decode('utf-8').strip()
|
|
||||||
if not l:
|
|
||||||
continue
|
|
||||||
|
|
||||||
if not isStderr:
|
|
||||||
logger.info(l)
|
|
||||||
machine_logs.append({
|
|
||||||
"logs": l,
|
|
||||||
"timestamp": time.time()
|
|
||||||
})
|
|
||||||
|
|
||||||
if item.machine_id in machine_id_websocket_dict:
|
|
||||||
await machine_id_websocket_dict[item.machine_id].send_text(
|
|
||||||
json.dumps({
|
|
||||||
"event": "LOGS",
|
|
||||||
"data": {
|
|
||||||
"machine_id": item.machine_id,
|
|
||||||
"logs": l,
|
|
||||||
"timestamp": time.time()
|
|
||||||
}
|
|
||||||
})
|
|
||||||
)
|
|
||||||
|
|
||||||
if "Created comfyui_api =>" in l or ((l.startswith("https://") or l.startswith("│")) and l.endswith(".modal.run")):
|
|
||||||
if "Created comfyui_api =>" in l:
|
|
||||||
url = l.split("=>")[1].strip()
|
|
||||||
elif "comfyui-api" in l:
|
|
||||||
url = l.split("│")[1].strip() if l.startswith("│") else l
|
|
||||||
|
|
||||||
if url:
|
|
||||||
machine_logs.append({
|
|
||||||
"logs": f"App image built, url: {url}",
|
|
||||||
"timestamp": time.time()
|
|
||||||
})
|
|
||||||
|
|
||||||
await url_queue.put(url)
|
|
||||||
|
|
||||||
if item.machine_id in machine_id_websocket_dict:
|
|
||||||
await machine_id_websocket_dict[item.machine_id].send_text(
|
|
||||||
json.dumps({
|
|
||||||
"event": "LOGS",
|
|
||||||
"data": {
|
|
||||||
"machine_id": item.machine_id,
|
|
||||||
"logs": f"App image built, url: {url}",
|
|
||||||
"timestamp": time.time()
|
|
||||||
}
|
|
||||||
})
|
|
||||||
)
|
|
||||||
await machine_id_websocket_dict[item.machine_id].send_text(
|
|
||||||
json.dumps({
|
|
||||||
"event": "FINISHED",
|
|
||||||
"data": {
|
|
||||||
"status": "success",
|
|
||||||
}
|
|
||||||
})
|
|
||||||
)
|
|
||||||
|
|
||||||
else:
|
|
||||||
logger.error(l)
|
|
||||||
machine_logs.append({
|
|
||||||
"logs": l,
|
|
||||||
"timestamp": time.time()
|
|
||||||
})
|
|
||||||
|
|
||||||
if item.machine_id in machine_id_websocket_dict:
|
|
||||||
await machine_id_websocket_dict[item.machine_id].send_text(
|
|
||||||
json.dumps({
|
|
||||||
"event": "LOGS",
|
|
||||||
"data": {
|
|
||||||
"machine_id": item.machine_id,
|
|
||||||
"logs": l,
|
|
||||||
"timestamp": time.time()
|
|
||||||
}
|
|
||||||
})
|
|
||||||
)
|
|
||||||
await machine_id_websocket_dict[item.machine_id].send_text(
|
|
||||||
json.dumps({
|
|
||||||
"event": "FINISHED",
|
|
||||||
"data": {
|
|
||||||
"status": "failed",
|
|
||||||
}
|
|
||||||
})
|
|
||||||
)
|
|
||||||
|
|
||||||
stdout_task = asyncio.create_task(read_stream(process.stdout, False, url_queue))
|
|
||||||
stderr_task = asyncio.create_task(read_stream(process.stderr, True, url_queue))
|
|
||||||
|
|
||||||
await asyncio.wait([stdout_task, stderr_task])
|
|
||||||
await process.wait()
|
|
||||||
|
|
||||||
url = await url_queue.get() if not url_queue.empty() else None
|
|
||||||
|
|
||||||
if item.machine_id in machine_id_websocket_dict and machine_id_websocket_dict[item.machine_id] is not None:
|
|
||||||
await machine_id_websocket_dict[item.machine_id].close()
|
|
||||||
|
|
||||||
if item.machine_id in machine_id_websocket_dict:
|
|
||||||
del machine_id_websocket_dict[item.machine_id]
|
|
||||||
|
|
||||||
if item.machine_id in machine_id_status:
|
|
||||||
machine_id_status[item.machine_id] = False
|
|
||||||
|
|
||||||
if process.returncode != 0:
|
|
||||||
logger.info("An error occurred.")
|
|
||||||
machine_logs.append({
|
|
||||||
"logs": "Unable to build the app image.",
|
|
||||||
"timestamp": time.time()
|
|
||||||
})
|
|
||||||
requests.post(
|
|
||||||
item.callback_url,
|
|
||||||
json={
|
|
||||||
"machine_id": item.machine_id,
|
|
||||||
"build_log": json.dumps(machine_logs)
|
|
||||||
}
|
|
||||||
)
|
|
||||||
if item.machine_id in machine_logs_cache:
|
|
||||||
del machine_logs_cache[item.machine_id]
|
|
||||||
return
|
|
||||||
|
|
||||||
if url is None:
|
|
||||||
machine_logs.append({
|
|
||||||
"logs": "App image built, but url is None, unable to parse the url.",
|
|
||||||
"timestamp": time.time()
|
|
||||||
})
|
|
||||||
requests.post(
|
|
||||||
item.callback_url,
|
|
||||||
json={
|
|
||||||
"machine_id": item.machine_id,
|
|
||||||
"build_log": json.dumps(machine_logs)
|
|
||||||
}
|
|
||||||
)
|
|
||||||
if item.machine_id in machine_logs_cache:
|
|
||||||
del machine_logs_cache[item.machine_id]
|
|
||||||
return
|
|
||||||
|
|
||||||
requests.post(
|
|
||||||
item.callback_url,
|
|
||||||
json={
|
|
||||||
"machine_id": item.machine_id,
|
|
||||||
"endpoint": url,
|
|
||||||
"build_log": json.dumps(machine_logs)
|
|
||||||
}
|
|
||||||
)
|
|
||||||
|
|
||||||
if item.machine_id in machine_logs_cache:
|
|
||||||
del machine_logs_cache[item.machine_id]
|
|
||||||
|
|
||||||
logger.info("done")
|
|
||||||
logger.info(url)
|
|
||||||
|
|
||||||
def start_loop(loop):
|
|
||||||
asyncio.set_event_loop(loop)
|
|
||||||
loop.run_forever()
|
|
||||||
|
|
||||||
def run_in_new_thread(coroutine):
|
|
||||||
new_loop = asyncio.new_event_loop()
|
|
||||||
t = threading.Thread(target=start_loop, args=(new_loop,), daemon=True)
|
|
||||||
t.start()
|
|
||||||
asyncio.run_coroutine_threadsafe(coroutine, new_loop)
|
|
||||||
return t
|
|
||||||
|
|
||||||
# Modal endpoint
|
|
||||||
@modal_app.function()
|
|
||||||
@modal.asgi_app()
|
|
||||||
def app():
|
|
||||||
return fastapi_app
|
|
||||||
|
|
||||||
if __name__ == "__main__":
|
|
||||||
import uvicorn
|
|
||||||
uvicorn.run(fastapi_app, host="0.0.0.0", port=8080, lifespan="on")
|
|
@ -307,5 +307,4 @@ def comfyui_app():
|
|||||||
},
|
},
|
||||||
)()
|
)()
|
||||||
|
|
||||||
proxy_app = make_simple_proxy_app(ProxyContext(config)) # Assign to variable
|
return make_simple_proxy_app(ProxyContext(config))
|
||||||
return proxy_app # Return the variable
|
|
@ -1,57 +0,0 @@
|
|||||||
import os
|
|
||||||
import io
|
|
||||||
import torchaudio
|
|
||||||
from folder_paths import get_annotated_filepath
|
|
||||||
|
|
||||||
class ComfyUIDeployExternalAudio:
|
|
||||||
RETURN_TYPES = ("AUDIO",)
|
|
||||||
RETURN_NAMES = ("audio",)
|
|
||||||
FUNCTION = "load_audio"
|
|
||||||
|
|
||||||
@classmethod
|
|
||||||
def INPUT_TYPES(cls):
|
|
||||||
return {
|
|
||||||
"required": {
|
|
||||||
"input_id": (
|
|
||||||
"STRING",
|
|
||||||
{"multiline": False, "default": "input_audio"},
|
|
||||||
),
|
|
||||||
"audio_file": ("STRING", {"default": ""}),
|
|
||||||
},
|
|
||||||
"optional": {
|
|
||||||
"default_value": ("AUDIO",),
|
|
||||||
"display_name": (
|
|
||||||
"STRING",
|
|
||||||
{"multiline": False, "default": ""},
|
|
||||||
),
|
|
||||||
"description": (
|
|
||||||
"STRING",
|
|
||||||
{"multiline": False, "default": ""},
|
|
||||||
),
|
|
||||||
}
|
|
||||||
}
|
|
||||||
|
|
||||||
@classmethod
|
|
||||||
def VALIDATE_INPUTS(s, audio_file, **kwargs):
|
|
||||||
return True
|
|
||||||
|
|
||||||
def load_audio(self, input_id, audio_file, default_value=None, display_name=None, description=None):
|
|
||||||
if audio_file and audio_file != "":
|
|
||||||
if audio_file.startswith(('http://', 'https://')):
|
|
||||||
# Handle URL input
|
|
||||||
import requests
|
|
||||||
response = requests.get(audio_file)
|
|
||||||
audio_data = io.BytesIO(response.content)
|
|
||||||
waveform, sample_rate = torchaudio.load(audio_data)
|
|
||||||
else:
|
|
||||||
# Handle local file
|
|
||||||
audio_path = get_annotated_filepath(audio_file)
|
|
||||||
waveform, sample_rate = torchaudio.load(audio_path)
|
|
||||||
|
|
||||||
audio = {"waveform": waveform.unsqueeze(0), "sample_rate": sample_rate}
|
|
||||||
return (audio,)
|
|
||||||
else:
|
|
||||||
return (default_value,)
|
|
||||||
|
|
||||||
NODE_CLASS_MAPPINGS = {"ComfyUIDeployExternalAudio": ComfyUIDeployExternalAudio}
|
|
||||||
NODE_DISPLAY_NAME_MAPPINGS = {"ComfyUIDeployExternalAudio": "External Audio (ComfyUI Deploy)"}
|
|
@ -21,9 +21,8 @@ class ComfyUIDeployExternalImage:
|
|||||||
),
|
),
|
||||||
"description": (
|
"description": (
|
||||||
"STRING",
|
"STRING",
|
||||||
{"multiline": False, "default": ""},
|
{"multiline": True, "default": ""},
|
||||||
),
|
),
|
||||||
"default_value_url": ("STRING", {"image_preview": True, "default": ""}),
|
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
@ -34,44 +33,32 @@ class ComfyUIDeployExternalImage:
|
|||||||
|
|
||||||
CATEGORY = "image"
|
CATEGORY = "image"
|
||||||
|
|
||||||
def run(self, input_id, default_value=None, display_name=None, description=None, default_value_url=None):
|
def run(self, input_id, default_value=None, display_name=None, description=None):
|
||||||
image = default_value
|
image = default_value
|
||||||
|
try:
|
||||||
|
if input_id.startswith('http'):
|
||||||
|
import requests
|
||||||
|
from io import BytesIO
|
||||||
|
print("Fetching image from url: ", input_id)
|
||||||
|
response = requests.get(input_id)
|
||||||
|
image = Image.open(BytesIO(response.content))
|
||||||
|
elif input_id.startswith('data:image/png;base64,') or input_id.startswith('data:image/jpeg;base64,') or input_id.startswith('data:image/jpg;base64,'):
|
||||||
|
import base64
|
||||||
|
from io import BytesIO
|
||||||
|
print("Decoding base64 image")
|
||||||
|
base64_image = input_id[input_id.find(",")+1:]
|
||||||
|
decoded_image = base64.b64decode(base64_image)
|
||||||
|
image = Image.open(BytesIO(decoded_image))
|
||||||
|
else:
|
||||||
|
raise ValueError("Invalid image url provided.")
|
||||||
|
|
||||||
# Try both input_id and default_value_url
|
image = ImageOps.exif_transpose(image)
|
||||||
urls_to_try = [url for url in [input_id, default_value_url] if url]
|
image = image.convert("RGB")
|
||||||
|
image = np.array(image).astype(np.float32) / 255.0
|
||||||
print(default_value_url)
|
image = torch.from_numpy(image)[None,]
|
||||||
|
return [image]
|
||||||
for url in urls_to_try:
|
except:
|
||||||
try:
|
return [image]
|
||||||
if url.startswith('http'):
|
|
||||||
import requests
|
|
||||||
from io import BytesIO
|
|
||||||
print(f"Fetching image from url: {url}")
|
|
||||||
response = requests.get(url)
|
|
||||||
image = Image.open(BytesIO(response.content))
|
|
||||||
break
|
|
||||||
elif url.startswith(('data:image/png;base64,', 'data:image/jpeg;base64,', 'data:image/jpg;base64,')):
|
|
||||||
import base64
|
|
||||||
from io import BytesIO
|
|
||||||
print("Decoding base64 image")
|
|
||||||
base64_image = url[url.find(",")+1:]
|
|
||||||
decoded_image = base64.b64decode(base64_image)
|
|
||||||
image = Image.open(BytesIO(decoded_image))
|
|
||||||
break
|
|
||||||
except:
|
|
||||||
continue
|
|
||||||
|
|
||||||
if image is not None:
|
|
||||||
try:
|
|
||||||
image = ImageOps.exif_transpose(image)
|
|
||||||
image = image.convert("RGB")
|
|
||||||
image = np.array(image).astype(np.float32) / 255.0
|
|
||||||
image = torch.from_numpy(image)[None,]
|
|
||||||
except:
|
|
||||||
pass
|
|
||||||
|
|
||||||
return [image]
|
|
||||||
|
|
||||||
|
|
||||||
NODE_CLASS_MAPPINGS = {"ComfyUIDeployExternalImage": ComfyUIDeployExternalImage}
|
NODE_CLASS_MAPPINGS = {"ComfyUIDeployExternalImage": ComfyUIDeployExternalImage}
|
||||||
|
@ -1,92 +0,0 @@
|
|||||||
import os
|
|
||||||
import json
|
|
||||||
import numpy as np
|
|
||||||
from PIL import Image
|
|
||||||
from PIL.PngImagePlugin import PngInfo
|
|
||||||
import folder_paths
|
|
||||||
|
|
||||||
|
|
||||||
class ComfyDeployOutputImage:
|
|
||||||
def __init__(self):
|
|
||||||
self.output_dir = folder_paths.get_output_directory()
|
|
||||||
self.type = "output"
|
|
||||||
self.prefix_append = ""
|
|
||||||
self.compress_level = 4
|
|
||||||
|
|
||||||
@classmethod
|
|
||||||
def INPUT_TYPES(s):
|
|
||||||
return {
|
|
||||||
"required": {
|
|
||||||
"images": ("IMAGE", {"tooltip": "The images to save."}),
|
|
||||||
"filename_prefix": (
|
|
||||||
"STRING",
|
|
||||||
{
|
|
||||||
"default": "ComfyUI",
|
|
||||||
"tooltip": "The prefix for the file to save. This may include formatting information such as %date:yyyy-MM-dd% or %Empty Latent Image.width% to include values from nodes.",
|
|
||||||
},
|
|
||||||
),
|
|
||||||
"file_type": (["png", "jpg", "webp"], {"default": "webp"}),
|
|
||||||
"quality": ("INT", {"default": 80, "min": 1, "max": 100, "step": 1}),
|
|
||||||
},
|
|
||||||
"hidden": {"prompt": "PROMPT", "extra_pnginfo": "EXTRA_PNGINFO"},
|
|
||||||
}
|
|
||||||
|
|
||||||
RETURN_TYPES = ()
|
|
||||||
FUNCTION = "run"
|
|
||||||
|
|
||||||
OUTPUT_NODE = True
|
|
||||||
|
|
||||||
CATEGORY = "output"
|
|
||||||
DESCRIPTION = "Saves the input images to your ComfyUI output directory."
|
|
||||||
|
|
||||||
def run(
|
|
||||||
self,
|
|
||||||
images,
|
|
||||||
filename_prefix="ComfyUI",
|
|
||||||
file_type="png",
|
|
||||||
quality=80,
|
|
||||||
prompt=None,
|
|
||||||
extra_pnginfo=None,
|
|
||||||
):
|
|
||||||
filename_prefix += self.prefix_append
|
|
||||||
full_output_folder, filename, counter, subfolder, filename_prefix = (
|
|
||||||
folder_paths.get_save_image_path(
|
|
||||||
filename_prefix, self.output_dir, images[0].shape[1], images[0].shape[0]
|
|
||||||
)
|
|
||||||
)
|
|
||||||
results = list()
|
|
||||||
for batch_number, image in enumerate(images):
|
|
||||||
i = 255.0 * image.cpu().numpy()
|
|
||||||
img = Image.fromarray(np.clip(i, 0, 255).astype(np.uint8))
|
|
||||||
metadata = PngInfo()
|
|
||||||
if prompt is not None:
|
|
||||||
metadata.add_text("prompt", json.dumps(prompt))
|
|
||||||
if extra_pnginfo is not None:
|
|
||||||
for x in extra_pnginfo:
|
|
||||||
metadata.add_text(x, json.dumps(extra_pnginfo[x]))
|
|
||||||
|
|
||||||
filename_with_batch_num = filename.replace("%batch_num%", str(batch_number))
|
|
||||||
file = f"{filename_with_batch_num}_{counter:05}_.{file_type}"
|
|
||||||
file_path = os.path.join(full_output_folder, file)
|
|
||||||
|
|
||||||
if file_type == "png":
|
|
||||||
img.save(
|
|
||||||
file_path, pnginfo=metadata, compress_level=self.compress_level
|
|
||||||
)
|
|
||||||
elif file_type == "jpg":
|
|
||||||
img.save(file_path, quality=quality, optimize=True)
|
|
||||||
elif file_type == "webp":
|
|
||||||
img.save(file_path, quality=quality)
|
|
||||||
|
|
||||||
results.append(
|
|
||||||
{"filename": file, "subfolder": subfolder, "type": self.type}
|
|
||||||
)
|
|
||||||
counter += 1
|
|
||||||
|
|
||||||
return {"ui": {"images": results}}
|
|
||||||
|
|
||||||
|
|
||||||
NODE_CLASS_MAPPINGS = {"ComfyDeployOutputImage": ComfyDeployOutputImage}
|
|
||||||
NODE_DISPLAY_NAME_MAPPINGS = {
|
|
||||||
"ComfyDeployOutputImage": "Image Output (ComfyDeploy)"
|
|
||||||
}
|
|
215
custom_routes.py
215
custom_routes.py
@ -26,10 +26,7 @@ import copy
|
|||||||
import struct
|
import struct
|
||||||
from aiohttp import web, ClientSession, ClientError, ClientTimeout, ClientResponseError
|
from aiohttp import web, ClientSession, ClientError, ClientTimeout, ClientResponseError
|
||||||
import atexit
|
import atexit
|
||||||
from model_management import get_torch_device
|
|
||||||
import torch
|
|
||||||
import psutil
|
|
||||||
from collections import OrderedDict
|
|
||||||
# Global session
|
# Global session
|
||||||
client_session = None
|
client_session = None
|
||||||
|
|
||||||
@ -386,9 +383,6 @@ def apply_inputs_to_workflow(workflow_api: Any, inputs: Any, sid: str = None):
|
|||||||
if value["class_type"] == "ComfyUIDeployExternalFaceModel":
|
if value["class_type"] == "ComfyUIDeployExternalFaceModel":
|
||||||
value["inputs"]["face_model_url"] = new_value
|
value["inputs"]["face_model_url"] = new_value
|
||||||
|
|
||||||
if value["class_type"] == "ComfyUIDeployExternalAudio":
|
|
||||||
value["inputs"]["audio_file"] = new_value
|
|
||||||
|
|
||||||
|
|
||||||
def send_prompt(sid: str, inputs: StreamingPrompt):
|
def send_prompt(sid: str, inputs: StreamingPrompt):
|
||||||
# workflow_api = inputs.workflow_api
|
# workflow_api = inputs.workflow_api
|
||||||
@ -1126,138 +1120,9 @@ async def proxy_to_comfydeploy(request):
|
|||||||
|
|
||||||
|
|
||||||
prompt_server = server.PromptServer.instance
|
prompt_server = server.PromptServer.instance
|
||||||
|
|
||||||
|
|
||||||
NODE_EXECUTION_TIMES = {} # New dictionary to store node execution times
|
|
||||||
CURRENT_START_EXECUTION_DATA = None
|
|
||||||
|
|
||||||
def get_peak_memory():
|
|
||||||
device = get_torch_device()
|
|
||||||
if device.type == 'cuda':
|
|
||||||
return torch.cuda.max_memory_allocated(device)
|
|
||||||
elif device.type == 'mps':
|
|
||||||
# Return system memory usage for MPS devices
|
|
||||||
return psutil.Process().memory_info().rss
|
|
||||||
return 0
|
|
||||||
|
|
||||||
|
|
||||||
def reset_peak_memory_record():
|
|
||||||
device = get_torch_device()
|
|
||||||
if device.type == 'cuda':
|
|
||||||
torch.cuda.reset_max_memory_allocated(device)
|
|
||||||
# MPS doesn't need reset as we're not tracking its memory
|
|
||||||
|
|
||||||
|
|
||||||
def handle_execute(class_type, last_node_id, prompt_id, server, unique_id):
|
|
||||||
if not CURRENT_START_EXECUTION_DATA:
|
|
||||||
return
|
|
||||||
start_time = CURRENT_START_EXECUTION_DATA["nodes_start_perf_time"].get(unique_id)
|
|
||||||
start_vram = CURRENT_START_EXECUTION_DATA["nodes_start_vram"].get(unique_id)
|
|
||||||
if start_time:
|
|
||||||
end_time = time.perf_counter()
|
|
||||||
execution_time = end_time - start_time
|
|
||||||
|
|
||||||
end_vram = get_peak_memory()
|
|
||||||
vram_used = end_vram - start_vram
|
|
||||||
global NODE_EXECUTION_TIMES
|
|
||||||
# print(f"end_vram - start_vram: {end_vram} - {start_vram} = {vram_used}")
|
|
||||||
NODE_EXECUTION_TIMES[unique_id] = {
|
|
||||||
"time": execution_time,
|
|
||||||
"class_type": class_type,
|
|
||||||
"vram_used": vram_used
|
|
||||||
}
|
|
||||||
# print(f"#{unique_id} [{class_type}]: {execution_time:.2f}s - vram {vram_used}b")
|
|
||||||
|
|
||||||
|
|
||||||
try:
|
|
||||||
origin_execute = execution.execute
|
|
||||||
|
|
||||||
def swizzle_execute(
|
|
||||||
server,
|
|
||||||
dynprompt,
|
|
||||||
caches,
|
|
||||||
current_item,
|
|
||||||
extra_data,
|
|
||||||
executed,
|
|
||||||
prompt_id,
|
|
||||||
execution_list,
|
|
||||||
pending_subgraph_results,
|
|
||||||
):
|
|
||||||
unique_id = current_item
|
|
||||||
class_type = dynprompt.get_node(unique_id)["class_type"]
|
|
||||||
last_node_id = server.last_node_id
|
|
||||||
result = origin_execute(
|
|
||||||
server,
|
|
||||||
dynprompt,
|
|
||||||
caches,
|
|
||||||
current_item,
|
|
||||||
extra_data,
|
|
||||||
executed,
|
|
||||||
prompt_id,
|
|
||||||
execution_list,
|
|
||||||
pending_subgraph_results,
|
|
||||||
)
|
|
||||||
handle_execute(class_type, last_node_id, prompt_id, server, unique_id)
|
|
||||||
return result
|
|
||||||
|
|
||||||
execution.execute = swizzle_execute
|
|
||||||
except Exception as e:
|
|
||||||
pass
|
|
||||||
|
|
||||||
def format_table(headers, data):
|
|
||||||
# Calculate column widths
|
|
||||||
widths = [len(h) for h in headers]
|
|
||||||
for row in data:
|
|
||||||
for i, cell in enumerate(row):
|
|
||||||
widths[i] = max(widths[i], len(str(cell)))
|
|
||||||
|
|
||||||
# Create separator line
|
|
||||||
separator = '+' + '+'.join('-' * (w + 2) for w in widths) + '+'
|
|
||||||
|
|
||||||
# Format header
|
|
||||||
result = [separator]
|
|
||||||
header_row = '|' + '|'.join(f' {h:<{w}} ' for w, h in zip(widths, headers)) + '|'
|
|
||||||
result.append(header_row)
|
|
||||||
result.append(separator)
|
|
||||||
|
|
||||||
# Format data rows
|
|
||||||
for row in data:
|
|
||||||
data_row = '|' + '|'.join(f' {str(cell):<{w}} ' for w, cell in zip(widths, row)) + '|'
|
|
||||||
result.append(data_row)
|
|
||||||
|
|
||||||
result.append(separator)
|
|
||||||
return '\n'.join(result)
|
|
||||||
|
|
||||||
origin_func = server.PromptServer.send_sync
|
|
||||||
def swizzle_send_sync(self, event, data, sid=None):
|
|
||||||
# print(f"swizzle_send_sync, event: {event}, data: {data}")
|
|
||||||
global CURRENT_START_EXECUTION_DATA
|
|
||||||
if event == "execution_start":
|
|
||||||
global NODE_EXECUTION_TIMES
|
|
||||||
NODE_EXECUTION_TIMES = {} # Reset execution times at start
|
|
||||||
CURRENT_START_EXECUTION_DATA = dict(
|
|
||||||
start_perf_time=time.perf_counter(),
|
|
||||||
nodes_start_perf_time={},
|
|
||||||
nodes_start_vram={},
|
|
||||||
)
|
|
||||||
|
|
||||||
origin_func(self, event=event, data=data, sid=sid)
|
|
||||||
|
|
||||||
if event == "executing" and data and CURRENT_START_EXECUTION_DATA:
|
|
||||||
if data.get("node") is not None:
|
|
||||||
node_id = data.get("node")
|
|
||||||
CURRENT_START_EXECUTION_DATA["nodes_start_perf_time"][node_id] = (
|
|
||||||
time.perf_counter()
|
|
||||||
)
|
|
||||||
reset_peak_memory_record()
|
|
||||||
CURRENT_START_EXECUTION_DATA["nodes_start_vram"][node_id] = (
|
|
||||||
get_peak_memory()
|
|
||||||
)
|
|
||||||
|
|
||||||
server.PromptServer.send_sync = swizzle_send_sync
|
|
||||||
|
|
||||||
send_json = prompt_server.send_json
|
send_json = prompt_server.send_json
|
||||||
|
|
||||||
|
|
||||||
async def send_json_override(self, event, data, sid=None):
|
async def send_json_override(self, event, data, sid=None):
|
||||||
# logger.info("INTERNAL:", event, data, sid)
|
# logger.info("INTERNAL:", event, data, sid)
|
||||||
prompt_id = data.get("prompt_id")
|
prompt_id = data.get("prompt_id")
|
||||||
@ -1280,63 +1145,11 @@ async def send_json_override(self, event, data, sid=None):
|
|||||||
asyncio.create_task(update_run_ws_event(prompt_id, event, data))
|
asyncio.create_task(update_run_ws_event(prompt_id, event, data))
|
||||||
|
|
||||||
if event == "execution_start":
|
if event == "execution_start":
|
||||||
|
await update_run(prompt_id, Status.RUNNING)
|
||||||
|
|
||||||
if prompt_id in prompt_metadata:
|
if prompt_id in prompt_metadata:
|
||||||
prompt_metadata[prompt_id].start_time = time.perf_counter()
|
prompt_metadata[prompt_id].start_time = time.perf_counter()
|
||||||
|
|
||||||
logger.info("Executing prompt: " + prompt_id)
|
|
||||||
|
|
||||||
asyncio.create_task(update_run(prompt_id, Status.RUNNING))
|
|
||||||
|
|
||||||
|
|
||||||
if event == "executing" and data and CURRENT_START_EXECUTION_DATA:
|
|
||||||
if data.get("node") is None:
|
|
||||||
start_perf_time = CURRENT_START_EXECUTION_DATA.get("start_perf_time")
|
|
||||||
new_data = data.copy()
|
|
||||||
if start_perf_time is not None:
|
|
||||||
execution_time = time.perf_counter() - start_perf_time
|
|
||||||
new_data["execution_time"] = int(execution_time * 1000)
|
|
||||||
|
|
||||||
# Replace the print statements with tabulate
|
|
||||||
headers = ["Node ID", "Type", "Time (s)", "VRAM (GB)"]
|
|
||||||
table_data = []
|
|
||||||
node_execution_array = [] # New array to store execution data
|
|
||||||
|
|
||||||
for node_id, node_data in NODE_EXECUTION_TIMES.items():
|
|
||||||
vram_gb = node_data['vram_used'] / (1024**3) # Convert bytes to GB
|
|
||||||
table_data.append([
|
|
||||||
f"#{node_id}",
|
|
||||||
node_data['class_type'],
|
|
||||||
f"{node_data['time']:.2f}",
|
|
||||||
f"{vram_gb:.2f}"
|
|
||||||
])
|
|
||||||
|
|
||||||
# Add to our new array format
|
|
||||||
node_execution_array.append({
|
|
||||||
"id": node_id,
|
|
||||||
**node_data,
|
|
||||||
})
|
|
||||||
|
|
||||||
# Add total execution time as the last row
|
|
||||||
table_data.append([
|
|
||||||
"TOTAL",
|
|
||||||
"-",
|
|
||||||
f"{execution_time:.2f}",
|
|
||||||
"-"
|
|
||||||
])
|
|
||||||
|
|
||||||
prompt_id = data.get("prompt_id")
|
|
||||||
asyncio.create_task(update_run_with_output(
|
|
||||||
prompt_id,
|
|
||||||
node_execution_array, # Send the array instead of the OrderedDict
|
|
||||||
))
|
|
||||||
|
|
||||||
print(node_execution_array)
|
|
||||||
|
|
||||||
# print("\n=== Node Execution Times ===")
|
|
||||||
logger.info("Printing Node Execution Times")
|
|
||||||
logger.info(format_table(headers, table_data))
|
|
||||||
# print("========================\n")
|
|
||||||
|
|
||||||
# the last executing event is none, then the workflow is finished
|
# the last executing event is none, then the workflow is finished
|
||||||
if event == "executing" and data.get("node") is None:
|
if event == "executing" and data.get("node") is None:
|
||||||
mark_prompt_done(prompt_id=prompt_id)
|
mark_prompt_done(prompt_id=prompt_id)
|
||||||
@ -1347,11 +1160,11 @@ async def send_json_override(self, event, data, sid=None):
|
|||||||
if prompt_metadata[prompt_id].start_time is not None:
|
if prompt_metadata[prompt_id].start_time is not None:
|
||||||
elapsed_time = current_time - prompt_metadata[prompt_id].start_time
|
elapsed_time = current_time - prompt_metadata[prompt_id].start_time
|
||||||
logger.info(f"Elapsed time: {elapsed_time} seconds")
|
logger.info(f"Elapsed time: {elapsed_time} seconds")
|
||||||
asyncio.create_task(send(
|
await send(
|
||||||
"elapsed_time",
|
"elapsed_time",
|
||||||
{"prompt_id": prompt_id, "elapsed_time": elapsed_time},
|
{"prompt_id": prompt_id, "elapsed_time": elapsed_time},
|
||||||
sid=sid,
|
sid=sid,
|
||||||
))
|
)
|
||||||
|
|
||||||
if event == "executing" and data.get("node") is not None:
|
if event == "executing" and data.get("node") is not None:
|
||||||
node = data.get("node")
|
node = data.get("node")
|
||||||
@ -1375,7 +1188,7 @@ async def send_json_override(self, event, data, sid=None):
|
|||||||
prompt_metadata[prompt_id].last_updated_node = node
|
prompt_metadata[prompt_id].last_updated_node = node
|
||||||
class_type = prompt_metadata[prompt_id].workflow_api[node]["class_type"]
|
class_type = prompt_metadata[prompt_id].workflow_api[node]["class_type"]
|
||||||
logger.info(f"At: {round(calculated_progress * 100)}% - {class_type}")
|
logger.info(f"At: {round(calculated_progress * 100)}% - {class_type}")
|
||||||
asyncio.create_task(send(
|
await send(
|
||||||
"live_status",
|
"live_status",
|
||||||
{
|
{
|
||||||
"prompt_id": prompt_id,
|
"prompt_id": prompt_id,
|
||||||
@ -1383,10 +1196,10 @@ async def send_json_override(self, event, data, sid=None):
|
|||||||
"progress": calculated_progress,
|
"progress": calculated_progress,
|
||||||
},
|
},
|
||||||
sid=sid,
|
sid=sid,
|
||||||
))
|
)
|
||||||
asyncio.create_task(update_run_live_status(
|
await update_run_live_status(
|
||||||
prompt_id, "Executing " + class_type, calculated_progress
|
prompt_id, "Executing " + class_type, calculated_progress
|
||||||
))
|
)
|
||||||
|
|
||||||
if event == "execution_cached" and data.get("nodes") is not None:
|
if event == "execution_cached" and data.get("nodes") is not None:
|
||||||
if prompt_id in prompt_metadata:
|
if prompt_id in prompt_metadata:
|
||||||
@ -1414,8 +1227,7 @@ async def send_json_override(self, event, data, sid=None):
|
|||||||
"node_class": class_type,
|
"node_class": class_type,
|
||||||
}
|
}
|
||||||
if class_type == "PreviewImage":
|
if class_type == "PreviewImage":
|
||||||
pass
|
logger.info("Skipping preview image")
|
||||||
# logger.info("Skipping preview image")
|
|
||||||
else:
|
else:
|
||||||
await update_run_with_output(
|
await update_run_with_output(
|
||||||
prompt_id,
|
prompt_id,
|
||||||
@ -1427,10 +1239,9 @@ async def send_json_override(self, event, data, sid=None):
|
|||||||
comfy_message_queues[prompt_id].put_nowait(
|
comfy_message_queues[prompt_id].put_nowait(
|
||||||
{"event": "output_ready", "data": data}
|
{"event": "output_ready", "data": data}
|
||||||
)
|
)
|
||||||
# logger.info(f"Executed {class_type} {data}")
|
logger.info(f"Executed {class_type} {data}")
|
||||||
else:
|
else:
|
||||||
pass
|
logger.info(f"Executed {data}")
|
||||||
# logger.info(f"Executed {data}")
|
|
||||||
|
|
||||||
|
|
||||||
# Global variable to keep track of the last read line number
|
# Global variable to keep track of the last read line number
|
||||||
|
@ -2,7 +2,7 @@
|
|||||||
name = "comfyui-deploy"
|
name = "comfyui-deploy"
|
||||||
description = "Open source comfyui deployment platform, a vercel for generative workflow infra."
|
description = "Open source comfyui deployment platform, a vercel for generative workflow infra."
|
||||||
version = "1.1.0"
|
version = "1.1.0"
|
||||||
license = { file = "LICENSE" }
|
license = "LICENSE"
|
||||||
dependencies = ["aiofiles", "pydantic", "opencv-python", "imageio-ffmpeg"]
|
dependencies = ["aiofiles", "pydantic", "opencv-python", "imageio-ffmpeg"]
|
||||||
|
|
||||||
[project.urls]
|
[project.urls]
|
||||||
|
@ -3,5 +3,4 @@ pydantic
|
|||||||
opencv-python
|
opencv-python
|
||||||
imageio-ffmpeg
|
imageio-ffmpeg
|
||||||
brotli
|
brotli
|
||||||
tabulate
|
|
||||||
# logfire
|
# logfire
|
4
web-plugin/api.js
Normal file
4
web-plugin/api.js
Normal file
@ -0,0 +1,4 @@
|
|||||||
|
/** @typedef {import('../../../web/scripts/api.js').api} API*/
|
||||||
|
import { api as _api } from '../../scripts/api.js';
|
||||||
|
/** @type {API} */
|
||||||
|
export const api = _api;
|
4
web-plugin/app.js
Normal file
4
web-plugin/app.js
Normal file
@ -0,0 +1,4 @@
|
|||||||
|
/** @typedef {import('../../../web/scripts/app.js').ComfyApp} ComfyApp*/
|
||||||
|
import { app as _app } from '../../scripts/app.js';
|
||||||
|
/** @type {ComfyApp} */
|
||||||
|
export const app = _app;
|
@ -1,11 +1,8 @@
|
|||||||
import { app } from "../../scripts/app.js";
|
import { app } from "./app.js";
|
||||||
import { api } from "../../scripts/api.js";
|
import { api } from "./api.js";
|
||||||
// import { LGraphNode } from "../../scripts/widgets.js";
|
import { ComfyWidgets, LGraphNode } from "./widgets.js";
|
||||||
LGraphNode = LiteGraph.LGraphNode;
|
|
||||||
import { ComfyDialog, $el } from "../../scripts/ui.js";
|
|
||||||
|
|
||||||
import { generateDependencyGraph } from "https://esm.sh/comfyui-json@0.1.25";
|
import { generateDependencyGraph } from "https://esm.sh/comfyui-json@0.1.25";
|
||||||
import { ComfyDeploy } from "https://esm.sh/comfydeploy@2.0.0-beta.69";
|
import { ComfyDeploy } from "https://esm.sh/comfydeploy@0.0.19-beta.30";
|
||||||
|
|
||||||
const styles = `
|
const styles = `
|
||||||
.comfydeploy-menu-item {
|
.comfydeploy-menu-item {
|
||||||
@ -50,14 +47,6 @@ function sendEventToCD(event, data) {
|
|||||||
window.parent.postMessage(JSON.stringify(message), "*");
|
window.parent.postMessage(JSON.stringify(message), "*");
|
||||||
}
|
}
|
||||||
|
|
||||||
function sendDirectEventToCD(event, data) {
|
|
||||||
const message = {
|
|
||||||
type: event,
|
|
||||||
data: data,
|
|
||||||
};
|
|
||||||
window.parent.postMessage(message, "*");
|
|
||||||
}
|
|
||||||
|
|
||||||
function dispatchAPIEventData(data) {
|
function dispatchAPIEventData(data) {
|
||||||
const msg = JSON.parse(data);
|
const msg = JSON.parse(data);
|
||||||
|
|
||||||
@ -494,13 +483,6 @@ const ext = {
|
|||||||
return r;
|
return r;
|
||||||
};
|
};
|
||||||
|
|
||||||
if (
|
|
||||||
nodeData?.input?.optional?.default_value_url?.[1]?.image_preview === true
|
|
||||||
) {
|
|
||||||
nodeData.input.optional.default_value_url = ["IMAGEPREVIEW"];
|
|
||||||
console.log(nodeData.input.optional.default_value_url);
|
|
||||||
}
|
|
||||||
|
|
||||||
// const origonNodeCreated = nodeType.prototype.onNodeCreated;
|
// const origonNodeCreated = nodeType.prototype.onNodeCreated;
|
||||||
// nodeType.prototype.onNodeCreated = function () {
|
// nodeType.prototype.onNodeCreated = function () {
|
||||||
// const r = origonNodeCreated
|
// const r = origonNodeCreated
|
||||||
@ -627,78 +609,6 @@ const ext = {
|
|||||||
ComfyDeploy.category = "deploy";
|
ComfyDeploy.category = "deploy";
|
||||||
},
|
},
|
||||||
|
|
||||||
getCustomWidgets() {
|
|
||||||
return {
|
|
||||||
IMAGEPREVIEW(node, inputName, inputData) {
|
|
||||||
// Find or create the URL input widget
|
|
||||||
const urlWidget = node.addWidget(
|
|
||||||
"string",
|
|
||||||
inputName,
|
|
||||||
/* value=*/ "",
|
|
||||||
() => {},
|
|
||||||
{ serialize: true },
|
|
||||||
);
|
|
||||||
|
|
||||||
const buttonWidget = node.addWidget(
|
|
||||||
"button",
|
|
||||||
"Open Assets Browser",
|
|
||||||
/* value=*/ "",
|
|
||||||
() => {
|
|
||||||
sendEventToCD("assets", {
|
|
||||||
node: node.id,
|
|
||||||
inputName: inputName,
|
|
||||||
});
|
|
||||||
// console.log("load image");
|
|
||||||
},
|
|
||||||
{ serialize: false },
|
|
||||||
);
|
|
||||||
|
|
||||||
console.log(node.widgets);
|
|
||||||
|
|
||||||
console.log("urlWidget", urlWidget);
|
|
||||||
|
|
||||||
// Add image preview functionality
|
|
||||||
function showImage(url) {
|
|
||||||
const img = new Image();
|
|
||||||
img.onload = () => {
|
|
||||||
node.imgs = [img];
|
|
||||||
app.graph.setDirtyCanvas(true);
|
|
||||||
node.setSizeForImage?.();
|
|
||||||
};
|
|
||||||
img.onerror = () => {
|
|
||||||
node.imgs = [];
|
|
||||||
app.graph.setDirtyCanvas(true);
|
|
||||||
};
|
|
||||||
img.src = url;
|
|
||||||
}
|
|
||||||
|
|
||||||
// Set up URL widget value handling
|
|
||||||
let default_value = urlWidget.value;
|
|
||||||
Object.defineProperty(urlWidget, "value", {
|
|
||||||
set: function (value) {
|
|
||||||
this._real_value = value;
|
|
||||||
// Preview image when URL changes
|
|
||||||
if (value) {
|
|
||||||
showImage(value);
|
|
||||||
}
|
|
||||||
},
|
|
||||||
get: function () {
|
|
||||||
return this._real_value || default_value;
|
|
||||||
},
|
|
||||||
});
|
|
||||||
|
|
||||||
// Show initial image if URL exists
|
|
||||||
requestAnimationFrame(() => {
|
|
||||||
if (urlWidget.value) {
|
|
||||||
showImage(urlWidget.value);
|
|
||||||
}
|
|
||||||
});
|
|
||||||
|
|
||||||
return { widget: urlWidget };
|
|
||||||
},
|
|
||||||
};
|
|
||||||
},
|
|
||||||
|
|
||||||
async setup() {
|
async setup() {
|
||||||
// const graphCanvas = document.getElementById("graph-canvas");
|
// const graphCanvas = document.getElementById("graph-canvas");
|
||||||
|
|
||||||
@ -726,7 +636,6 @@ const ext = {
|
|||||||
}
|
}
|
||||||
console.log("loadGraphData");
|
console.log("loadGraphData");
|
||||||
app.loadGraphData(comfyUIWorkflow);
|
app.loadGraphData(comfyUIWorkflow);
|
||||||
sendEventToCD("graph_loaded");
|
|
||||||
}
|
}
|
||||||
} else if (message.type === "deploy") {
|
} else if (message.type === "deploy") {
|
||||||
// deployWorkflow();
|
// deployWorkflow();
|
||||||
@ -741,35 +650,11 @@ const ext = {
|
|||||||
console.warn("api.handlePromptGenerated is not a function");
|
console.warn("api.handlePromptGenerated is not a function");
|
||||||
}
|
}
|
||||||
sendEventToCD("cd_plugin_onQueuePrompt", prompt);
|
sendEventToCD("cd_plugin_onQueuePrompt", prompt);
|
||||||
} else if (message.type === "configure_queue_buttons") {
|
|
||||||
addQueueButtons(message.data);
|
|
||||||
} else if (message.type === "configure_menu_right_buttons") {
|
|
||||||
addMenuRightButtons(message.data);
|
|
||||||
} else if (message.type === "configure_menu_buttons") {
|
|
||||||
addMenuButtons(message.data);
|
|
||||||
} else if (message.type === "get_prompt") {
|
} else if (message.type === "get_prompt") {
|
||||||
const prompt = await app.graphToPrompt();
|
const prompt = await app.graphToPrompt();
|
||||||
sendEventToCD("cd_plugin_onGetPrompt", prompt);
|
sendEventToCD("cd_plugin_onGetPrompt", prompt);
|
||||||
} else if (message.type === "event") {
|
} else if (message.type === "event") {
|
||||||
dispatchAPIEventData(message.data);
|
dispatchAPIEventData(message.data);
|
||||||
} else if (message.type === "update_widget") {
|
|
||||||
// New handler for updating widget values
|
|
||||||
const { nodeId, widgetName, value } = message.data;
|
|
||||||
const node = app.graph.getNodeById(nodeId);
|
|
||||||
|
|
||||||
if (!node) {
|
|
||||||
console.warn(`Node with ID ${nodeId} not found`);
|
|
||||||
return;
|
|
||||||
}
|
|
||||||
|
|
||||||
const widget = node.widgets?.find((w) => w.name === widgetName);
|
|
||||||
if (!widget) {
|
|
||||||
console.warn(`Widget ${widgetName} not found in node ${nodeId}`);
|
|
||||||
return;
|
|
||||||
}
|
|
||||||
|
|
||||||
widget.value = value;
|
|
||||||
app.graph.setDirtyCanvas(true);
|
|
||||||
} else if (message.type === "add_node") {
|
} else if (message.type === "add_node") {
|
||||||
console.log("add node", message.data);
|
console.log("add node", message.data);
|
||||||
app.graph.beforeChange();
|
app.graph.beforeChange();
|
||||||
@ -867,9 +752,9 @@ const ext = {
|
|||||||
);
|
);
|
||||||
await app.ui.settings.setSettingValueAsync(
|
await app.ui.settings.setSettingValueAsync(
|
||||||
"Comfy.Sidebar.Location",
|
"Comfy.Sidebar.Location",
|
||||||
"left",
|
"right",
|
||||||
);
|
);
|
||||||
// localStorage.setItem("Comfy.MenuPosition.Docked", "true");
|
localStorage.setItem("Comfy.MenuPosition.Docked", "true");
|
||||||
console.log("native mode manmanman");
|
console.log("native mode manmanman");
|
||||||
} catch (error) {
|
} catch (error) {
|
||||||
console.error("Error setting validation to false", error);
|
console.error("Error setting validation to false", error);
|
||||||
@ -1402,6 +1287,8 @@ function addButton() {
|
|||||||
|
|
||||||
app.registerExtension(ext);
|
app.registerExtension(ext);
|
||||||
|
|
||||||
|
import { ComfyDialog, $el } from "../../scripts/ui.js";
|
||||||
|
|
||||||
export class InfoDialog extends ComfyDialog {
|
export class InfoDialog extends ComfyDialog {
|
||||||
constructor() {
|
constructor() {
|
||||||
super();
|
super();
|
||||||
@ -1872,7 +1759,7 @@ app.extensionManager.registerSidebarTab({
|
|||||||
<div style="padding: 20px;">
|
<div style="padding: 20px;">
|
||||||
<h3>Comfy Deploy</h3>
|
<h3>Comfy Deploy</h3>
|
||||||
<div id="deploy-container" style="margin-bottom: 20px;"></div>
|
<div id="deploy-container" style="margin-bottom: 20px;"></div>
|
||||||
<div id="workflows-container" style="display: none;">
|
<div id="workflows-container">
|
||||||
<h4>Your Workflows</h4>
|
<h4>Your Workflows</h4>
|
||||||
<div id="workflows-loading" style="display: flex; justify-content: center; align-items: center; height: 100px;">
|
<div id="workflows-loading" style="display: flex; justify-content: center; align-items: center; height: 100px;">
|
||||||
${loadingIcon}
|
${loadingIcon}
|
||||||
@ -1972,16 +1859,10 @@ async function loadWorkflowApi(versionId) {
|
|||||||
|
|
||||||
const orginal_fetch_api = api.fetchApi;
|
const orginal_fetch_api = api.fetchApi;
|
||||||
api.fetchApi = async (route, options) => {
|
api.fetchApi = async (route, options) => {
|
||||||
// console.log("Fetch API called with args:", route, options, ext.native_mode);
|
console.log("Fetch API called with args:", route, options, ext.native_mode);
|
||||||
|
|
||||||
if (route.startsWith("/prompt") && ext.native_mode) {
|
if (route.startsWith("/prompt") && ext.native_mode) {
|
||||||
const info = await getSelectedWorkflowInfo();
|
const info = await getSelectedWorkflowInfo();
|
||||||
|
|
||||||
if (!info.workflow_id) {
|
|
||||||
console.log("No workflow id found, fallback to original fetch");
|
|
||||||
return await orginal_fetch_api.call(api, route, options);
|
|
||||||
}
|
|
||||||
|
|
||||||
console.log("info", info);
|
console.log("info", info);
|
||||||
if (info) {
|
if (info) {
|
||||||
const body = JSON.parse(options.body);
|
const body = JSON.parse(options.body);
|
||||||
@ -1995,7 +1876,6 @@ api.fetchApi = async (route, options) => {
|
|||||||
workflow_id: info.workflow_id,
|
workflow_id: info.workflow_id,
|
||||||
native_run_api_endpoint: info.native_run_api_endpoint,
|
native_run_api_endpoint: info.native_run_api_endpoint,
|
||||||
gpu_event_id: info.gpu_event_id,
|
gpu_event_id: info.gpu_event_id,
|
||||||
gpu: info.gpu,
|
|
||||||
};
|
};
|
||||||
|
|
||||||
return await fetch("/comfyui-deploy/run", {
|
return await fetch("/comfyui-deploy/run", {
|
||||||
@ -2011,306 +1891,3 @@ api.fetchApi = async (route, options) => {
|
|||||||
|
|
||||||
return await orginal_fetch_api.call(api, route, options);
|
return await orginal_fetch_api.call(api, route, options);
|
||||||
};
|
};
|
||||||
|
|
||||||
// Intercept window drag and drop events
|
|
||||||
const originalDropHandler = document.ondrop;
|
|
||||||
document.ondrop = async (e) => {
|
|
||||||
console.log("Drop event intercepted:", e);
|
|
||||||
|
|
||||||
// Prevent default browser behavior
|
|
||||||
e.preventDefault();
|
|
||||||
|
|
||||||
// Handle files if present
|
|
||||||
if (e.dataTransfer?.files?.length > 0) {
|
|
||||||
const files = Array.from(e.dataTransfer.files);
|
|
||||||
|
|
||||||
// Send file data to parent directly as JSON
|
|
||||||
sendDirectEventToCD("file_drop", {
|
|
||||||
files: files,
|
|
||||||
x: e.clientX,
|
|
||||||
y: e.clientY,
|
|
||||||
timestamp: Date.now(),
|
|
||||||
});
|
|
||||||
}
|
|
||||||
|
|
||||||
// Call original handler if exists
|
|
||||||
if (originalDropHandler) {
|
|
||||||
originalDropHandler(e);
|
|
||||||
}
|
|
||||||
};
|
|
||||||
|
|
||||||
const originalDragEnterHandler = document.ondragenter;
|
|
||||||
document.ondragenter = (e) => {
|
|
||||||
// Prevent default to allow drop
|
|
||||||
e.preventDefault();
|
|
||||||
|
|
||||||
// Send dragenter event to parent directly as JSON
|
|
||||||
sendDirectEventToCD("file_dragenter", {
|
|
||||||
x: e.clientX,
|
|
||||||
y: e.clientY,
|
|
||||||
timestamp: Date.now(),
|
|
||||||
});
|
|
||||||
|
|
||||||
if (originalDragEnterHandler) {
|
|
||||||
originalDragEnterHandler(e);
|
|
||||||
}
|
|
||||||
};
|
|
||||||
|
|
||||||
const originalDragLeaveHandler = document.ondragleave;
|
|
||||||
document.ondragleave = (e) => {
|
|
||||||
// Prevent default to allow drop
|
|
||||||
e.preventDefault();
|
|
||||||
|
|
||||||
// Send dragleave event to parent directly as JSON
|
|
||||||
sendDirectEventToCD("file_dragleave", {
|
|
||||||
x: e.clientX,
|
|
||||||
y: e.clientY,
|
|
||||||
timestamp: Date.now(),
|
|
||||||
});
|
|
||||||
|
|
||||||
if (originalDragLeaveHandler) {
|
|
||||||
originalDragLeaveHandler(e);
|
|
||||||
}
|
|
||||||
};
|
|
||||||
|
|
||||||
const originalDragOverHandler = document.ondragover;
|
|
||||||
document.ondragover = (e) => {
|
|
||||||
// Prevent default to allow drop
|
|
||||||
e.preventDefault();
|
|
||||||
|
|
||||||
// Send dragover event to parent directly as JSON
|
|
||||||
sendDirectEventToCD("file_dragover", {
|
|
||||||
x: e.clientX,
|
|
||||||
y: e.clientY,
|
|
||||||
timestamp: Date.now(),
|
|
||||||
});
|
|
||||||
|
|
||||||
if (originalDragOverHandler) {
|
|
||||||
originalDragOverHandler(e);
|
|
||||||
}
|
|
||||||
};
|
|
||||||
|
|
||||||
// Function to create a single button
|
|
||||||
function createQueueButton(config) {
|
|
||||||
const button = document.createElement("button");
|
|
||||||
button.id = `cd-button-${config.id}`;
|
|
||||||
button.className =
|
|
||||||
"p-button p-component p-button-icon-only p-button-secondary p-button-text";
|
|
||||||
button.innerHTML = `
|
|
||||||
<span class="p-button-icon pi ${config.icon}"></span>
|
|
||||||
<span class="p-button-label"> </span>
|
|
||||||
`;
|
|
||||||
button.onclick = () => {
|
|
||||||
const eventData =
|
|
||||||
typeof config.eventData === "function"
|
|
||||||
? config.eventData()
|
|
||||||
: config.eventData || {};
|
|
||||||
sendEventToCD(config.event, eventData);
|
|
||||||
};
|
|
||||||
button.setAttribute("data-pd-tooltip", config.tooltip);
|
|
||||||
return button;
|
|
||||||
}
|
|
||||||
|
|
||||||
// Function to add buttons to queue group
|
|
||||||
function addQueueButtons(buttonConfigs = DEFAULT_BUTTONS) {
|
|
||||||
const queueButtonGroup = document.querySelector(".queue-button-group.flex");
|
|
||||||
if (!queueButtonGroup) return;
|
|
||||||
|
|
||||||
// Remove any existing CD buttons
|
|
||||||
const existingButtons =
|
|
||||||
queueButtonGroup.querySelectorAll('[id^="cd-button-"]');
|
|
||||||
existingButtons.forEach((button) => button.remove());
|
|
||||||
|
|
||||||
// Add new buttons
|
|
||||||
buttonConfigs.forEach((config) => {
|
|
||||||
const button = createQueueButton(config);
|
|
||||||
queueButtonGroup.appendChild(button);
|
|
||||||
});
|
|
||||||
}
|
|
||||||
|
|
||||||
// addMenuRightButtons([
|
|
||||||
// {
|
|
||||||
// id: "cd-button-save-image",
|
|
||||||
// icon: "pi-save",
|
|
||||||
// label: "Snapshot",
|
|
||||||
// tooltip: "Save the current image to your output directory.",
|
|
||||||
// event: "save_image",
|
|
||||||
// eventData: () => ({}),
|
|
||||||
// },
|
|
||||||
// ]);
|
|
||||||
|
|
||||||
// addMenuLeftButtons([
|
|
||||||
// {
|
|
||||||
// id: "cd-button-back",
|
|
||||||
// icon: `<svg width="16" height="16" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
|
|
||||||
// <path d="M15 18L9 12L15 6" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
|
|
||||||
// </svg>`,
|
|
||||||
// tooltip: "Go back to the previous page.",
|
|
||||||
// event: "back",
|
|
||||||
// eventData: () => ({}),
|
|
||||||
// },
|
|
||||||
// ]);
|
|
||||||
|
|
||||||
// addMenuButtons({
|
|
||||||
// containerSelector: "body > div.comfyui-body-top > div",
|
|
||||||
// buttonConfigs: [
|
|
||||||
// {
|
|
||||||
// id: "cd-button-workflow-1",
|
|
||||||
// icon: `<svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24"><path fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="m16 3l4 4l-4 4m-6-4h10M8 13l-4 4l4 4m-4-4h9"/></svg>`,
|
|
||||||
// label: "Workflow",
|
|
||||||
// tooltip: "Go to Workflow 1",
|
|
||||||
// event: "workflow_1",
|
|
||||||
// // btnClasses: "",
|
|
||||||
// eventData: () => ({}),
|
|
||||||
// },
|
|
||||||
// {
|
|
||||||
// id: "cd-button-workflow-3",
|
|
||||||
// // icon: `<svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24"><path fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="m16 3l4 4l-4 4m-6-4h10M8 13l-4 4l4 4m-4-4h9"/></svg>`,
|
|
||||||
// label: "v1",
|
|
||||||
// tooltip: "Go to Workflow 1",
|
|
||||||
// event: "workflow_1",
|
|
||||||
// // btnClasses: "",
|
|
||||||
// eventData: () => ({}),
|
|
||||||
// },
|
|
||||||
// {
|
|
||||||
// id: "cd-button-workflow-2",
|
|
||||||
// icon: `<svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24"><g fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"><path d="M12 3v6"/><circle cx="12" cy="12" r="3"/><path d="M12 15v6"/></g></svg>`,
|
|
||||||
// label: "Commit",
|
|
||||||
// tooltip: "Commit the current workflow",
|
|
||||||
// event: "commit",
|
|
||||||
// style: {
|
|
||||||
// backgroundColor: "oklch(.476 .114 61.907)",
|
|
||||||
// },
|
|
||||||
// eventData: () => ({}),
|
|
||||||
// },
|
|
||||||
// ],
|
|
||||||
// buttonIdPrefix: "cd-button-workflow-",
|
|
||||||
// insertBefore:
|
|
||||||
// "body > div.comfyui-body-top > div > div.flex-grow.min-w-0.app-drag.h-full",
|
|
||||||
// // containerStyle: { order: "3" }
|
|
||||||
// });
|
|
||||||
|
|
||||||
// addMenuButtons({
|
|
||||||
// containerSelector:
|
|
||||||
// "body > div.comfyui-body-top > div > div.flex-grow.min-w-0.app-drag.h-full",
|
|
||||||
// clearContainer: true,
|
|
||||||
// buttonConfigs: [],
|
|
||||||
// buttonIdPrefix: "cd-button-p-",
|
|
||||||
// containerStyle: { order: "-1" },
|
|
||||||
// });
|
|
||||||
|
|
||||||
// Function to add buttons to a menu container
|
|
||||||
function addMenuButtons(options) {
|
|
||||||
const {
|
|
||||||
containerSelector,
|
|
||||||
buttonConfigs,
|
|
||||||
buttonIdPrefix = "cd-button-",
|
|
||||||
containerClass = "comfyui-button-group",
|
|
||||||
containerStyle = {},
|
|
||||||
clearContainer = false,
|
|
||||||
insertBefore = null, // New option to specify selector for insertion point
|
|
||||||
} = options;
|
|
||||||
|
|
||||||
const menuContainer = document.querySelector(containerSelector);
|
|
||||||
|
|
||||||
if (!menuContainer) return;
|
|
||||||
|
|
||||||
// Remove any existing CD buttons
|
|
||||||
const existingButtons = document.querySelectorAll(
|
|
||||||
`[id^="${buttonIdPrefix}"]`,
|
|
||||||
);
|
|
||||||
existingButtons.forEach((button) => button.remove());
|
|
||||||
|
|
||||||
const container = document.createElement("div");
|
|
||||||
container.className = containerClass;
|
|
||||||
|
|
||||||
// Apply container styles
|
|
||||||
Object.assign(container.style, containerStyle);
|
|
||||||
|
|
||||||
// Clear existing content if specified
|
|
||||||
if (clearContainer) {
|
|
||||||
menuContainer.innerHTML = "";
|
|
||||||
}
|
|
||||||
|
|
||||||
// Create and add buttons
|
|
||||||
buttonConfigs.forEach((config) => {
|
|
||||||
const button = createMenuButton({
|
|
||||||
...config,
|
|
||||||
idPrefix: buttonIdPrefix,
|
|
||||||
});
|
|
||||||
container.appendChild(button);
|
|
||||||
});
|
|
||||||
|
|
||||||
// Insert before specified element if provided, otherwise append
|
|
||||||
if (insertBefore) {
|
|
||||||
const targetElement = menuContainer.querySelector(insertBefore);
|
|
||||||
if (targetElement) {
|
|
||||||
menuContainer.insertBefore(container, targetElement);
|
|
||||||
} else {
|
|
||||||
menuContainer.appendChild(container);
|
|
||||||
}
|
|
||||||
} else {
|
|
||||||
menuContainer.appendChild(container);
|
|
||||||
}
|
|
||||||
}
|
|
||||||
|
|
||||||
function createMenuButton(config) {
|
|
||||||
const {
|
|
||||||
id,
|
|
||||||
icon,
|
|
||||||
label,
|
|
||||||
btnClasses = "",
|
|
||||||
tooltip,
|
|
||||||
event,
|
|
||||||
eventData,
|
|
||||||
idPrefix,
|
|
||||||
style = {},
|
|
||||||
} = config;
|
|
||||||
|
|
||||||
const button = document.createElement("button");
|
|
||||||
button.id = `${idPrefix}${id}`;
|
|
||||||
button.className = `comfyui-button ${btnClasses}`;
|
|
||||||
Object.assign(button.style, style);
|
|
||||||
|
|
||||||
// Only add icon if provided
|
|
||||||
const iconHtml = icon
|
|
||||||
? icon.startsWith("<svg")
|
|
||||||
? icon
|
|
||||||
: `<span class="p-button-icon pi ${icon}"></span>`
|
|
||||||
: "";
|
|
||||||
|
|
||||||
button.innerHTML = `
|
|
||||||
${iconHtml}
|
|
||||||
${label ? `<span class="p-button-label text-sm">${label}</span>` : ""}
|
|
||||||
`;
|
|
||||||
|
|
||||||
button.onclick = () => {
|
|
||||||
const data =
|
|
||||||
typeof eventData === "function" ? eventData() : eventData || {};
|
|
||||||
sendEventToCD(event, data);
|
|
||||||
};
|
|
||||||
|
|
||||||
if (tooltip) {
|
|
||||||
button.setAttribute("data-pd-tooltip", tooltip);
|
|
||||||
}
|
|
||||||
return button;
|
|
||||||
}
|
|
||||||
|
|
||||||
// Refactored menu button functions
|
|
||||||
function addMenuLeftButtons(buttonConfigs) {
|
|
||||||
addMenuButtons({
|
|
||||||
containerSelector: "body > div.comfyui-body-top > div",
|
|
||||||
buttonConfigs,
|
|
||||||
buttonIdPrefix: "cd-button-left-",
|
|
||||||
containerStyle: { order: "-1" },
|
|
||||||
});
|
|
||||||
}
|
|
||||||
|
|
||||||
function addMenuRightButtons(buttonConfigs) {
|
|
||||||
addMenuButtons({
|
|
||||||
containerSelector: ".comfyui-menu-right .flex",
|
|
||||||
buttonConfigs,
|
|
||||||
buttonIdPrefix: "cd-button-",
|
|
||||||
containerStyle: {},
|
|
||||||
});
|
|
||||||
}
|
|
||||||
|
18
web-plugin/widgets.js
Normal file
18
web-plugin/widgets.js
Normal file
@ -0,0 +1,18 @@
|
|||||||
|
// /** @typedef {import('../../../web/scripts/api.js').api} API*/
|
||||||
|
// import { api as _api } from "../../scripts/api.js";
|
||||||
|
// /** @type {API} */
|
||||||
|
// export const api = _api;
|
||||||
|
|
||||||
|
/** @typedef {typeof import('../../../web/scripts/widgets.js').ComfyWidgets} Widgets*/
|
||||||
|
import { ComfyWidgets as _ComfyWidgets } from "../../scripts/widgets.js";
|
||||||
|
|
||||||
|
/**
|
||||||
|
* @type {Widgets}
|
||||||
|
*/
|
||||||
|
export const ComfyWidgets = _ComfyWidgets;
|
||||||
|
|
||||||
|
// import { LGraphNode as _LGraphNode } from "../../types/litegraph.js";
|
||||||
|
|
||||||
|
/** @typedef {typeof import('../../../web/types/litegraph.js').LGraphNode} LGraphNode*/
|
||||||
|
/** @type {LGraphNode}*/
|
||||||
|
export const LGraphNode = LiteGraph.LGraphNode;
|
Loading…
x
Reference in New Issue
Block a user