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import comfy.options

comfy.options.enable_args_parsing()

import os

import importlib.util

import folder_paths

import time

def execute_prestartup_script():

def execute_script(script_path):

module_name = os.path.splitext(script_path)[0]

try:

spec = importlib.util.spec_from_file_location(module_name, script_path)

module = importlib.util.module_from_spec(spec)

spec.loader.exec_module(module)

return True

except Exception as e:

print(f"Failed to execute startup-script: {script_path} / {e}")

return False

node_paths = folder_paths.get_folder_paths("custom_nodes")

for custom_node_path in node_paths:

possible_modules = os.listdir(custom_node_path)

node_prestartup_times = []

for possible_module in possible_modules:

module_path = os.path.join(custom_node_path, possible_module)

if os.path.isfile(module_path) or module_path.endswith(".disabled") or module_path == "__pycache__":

continue

script_path = os.path.join(module_path, "prestartup_script.py")

if os.path.exists(script_path):

time_before = time.perf_counter()

success = execute_script(script_path)

node_prestartup_times.append((time.perf_counter() - time_before, module_path, success))

if len(node_prestartup_times) > 0:

print("\nPrestartup times for custom nodes:")

for n in sorted(node_prestartup_times):

if n[2]:

import_message = ""

else:

import_message = " (PRESTARTUP FAILED)"

print("{:6.1f} seconds{}:".format(n[0], import_message), n[1])

print()

execute_prestartup_script()

# Main code

import asyncio

import itertools

import shutil

import threading

import gc

from comfy.cli_args import args

if os.name == "nt":

import logging

logging.getLogger("xformers").addFilter(lambda record: 'A matching Triton is not available' not in record.getMessage())

if __name__ == "__main__":

if args.cuda_device is not None:

os.environ['CUDA_VISIBLE_DEVICES'] = str(args.cuda_device)

print("Set cuda device to:", args.cuda_device)

import cuda_malloc

import comfy.utils

import yaml

import execution

import server

from server import BinaryEventTypes

from nodes import init_custom_nodes

import comfy.model_management

def cuda_malloc_warning():

device = comfy.model_management.get_torch_device()

device_name = comfy.model_management.get_torch_device_name(device)

cuda_malloc_warning = False

if "cudaMallocAsync" in device_name:

for b in cuda_malloc.blacklist:

if b in device_name:

cuda_malloc_warning = True

if cuda_malloc_warning:

print("\nWARNING: this card most likely does not support cuda-malloc, if you get \"CUDA error\" please run ComfyUI with: --disable-cuda-malloc\n")

def prompt_worker(q, server):

e = execution.PromptExecutor(server)

while True:

item, item_id = q.get()

execution_start_time = time.perf_counter()

prompt_id = item[1]

e.execute(item[2], prompt_id, item[3], item[4])

q.task_done(item_id, e.outputs_ui)

if server.client_id is not None:

server.send_sync("executing", { "node": None, "prompt_id": prompt_id }, server.client_id)

print("Prompt executed in {:.2f} seconds".format(time.perf_counter() - execution_start_time))

gc.collect()

comfy.model_management.soft_empty_cache()

async def run(server, address='', port=8188, verbose=True, call_on_start=None):

await asyncio.gather(server.start(address, port, verbose, call_on_start), server.publish_loop())

def hijack_progress(server):

def hook(value, total, preview_image):

comfy.model_management.throw_exception_if_processing_interrupted()

server.send_sync("progress", {"value": value, "max": total}, server.client_id)

if preview_image is not None:

server.send_sync(BinaryEventTypes.UNENCODED_PREVIEW_IMAGE, preview_image, server.client_id)

comfy.utils.set_progress_bar_global_hook(hook)

def cleanup_temp():

temp_dir = folder_paths.get_temp_directory()

if os.path.exists(temp_dir):

shutil.rmtree(temp_dir, ignore_errors=True)

def load_extra_path_config(yaml_path):

with open(yaml_path, 'r') as stream:

config = yaml.safe_load(stream)

for c in config:

conf = config[c]

if conf is None:

continue

base_path = None

if "base_path" in conf:

base_path = conf.pop("base_path")

for x in conf:

for y in conf[x].split("\n"):

if len(y) == 0:

continue

full_path = y

if base_path is not None:

full_path = os.path.join(base_path, full_path)

print("Adding extra search path", x, full_path)

folder_paths.add_model_folder_path(x, full_path)

if __name__ == "__main__":

if args.temp_directory:

temp_dir = os.path.join(os.path.abspath(args.temp_directory), "temp")

print(f"Setting temp directory to: {temp_dir}")

folder_paths.set_temp_directory(temp_dir)

cleanup_temp()

loop = asyncio.new_event_loop()

asyncio.set_event_loop(loop)

server = server.PromptServer(loop)

q = execution.PromptQueue(server)

extra_model_paths_config_path = os.path.join(os.path.dirname(os.path.realpath(__file__)), "extra_model_paths.yaml")

if os.path.isfile(extra_model_paths_config_path):

load_extra_path_config(extra_model_paths_config_path)

if args.extra_model_paths_config:

for config_path in itertools.chain(*args.extra_model_paths_config):

load_extra_path_config(config_path)

init_custom_nodes()

cuda_malloc_warning()

server.add_routes()

hijack_progress(server)

threading.Thread(target=prompt_worker, daemon=True, args=(q, server,)).start()

if args.output_directory:

output_dir = os.path.abspath(args.output_directory)

print(f"Setting output directory to: {output_dir}")

folder_paths.set_output_directory(output_dir)

#These are the default folders that checkpoints, clip and vae models will be saved to when using CheckpointSave, etc.. nodes

folder_paths.add_model_folder_path("checkpoints", os.path.join(folder_paths.get_output_directory(), "checkpoints"))

folder_paths.add_model_folder_path("clip", os.path.join(folder_paths.get_output_directory(), "clip"))

folder_paths.add_model_folder_path("vae", os.path.join(folder_paths.get_output_directory(), "vae"))

if args.input_directory:

input_dir = os.path.abspath(args.input_directory)

print(f"Setting input directory to: {input_dir}")

folder_paths.set_input_directory(input_dir)

if args.quick_test_for_ci:

exit(0)

call_on_start = None

if args.auto_launch:

def startup_server(address, port):

import webbrowser

if os.name == 'nt' and address == '0.0.0.0':

address = '127.0.0.1'

webbrowser.open(f"http://{address}:{port}")

call_on_start = startup_server

try:

loop.run_until_complete(run(server, address=args.listen, port=args.port, verbose=not args.dont_print_server, call_on_start=call_on_start))

except KeyboardInterrupt:

print("\nStopped server")

cleanup_temp()