app.py

import spaces
import gradio as gr
import numpy as np
import random
import multiprocessing
import subprocess
import sys
import time
import signal
import json
import os
import requests

from loguru import logger
from decouple import config

from pathlib import Path
from PIL import Image
import io

URL="http://127.0.0.1"
OUTPUT_DIR = config('OUTPUT_DIR')
INPUT_DIR = config('INPUT_DIR')
COMF_PATH = config('COMF_PATH')

import torch



print(f"Is CUDA available: {torch.cuda.is_available()}")
print(f"CUDA device: {torch.cuda.get_device_name(torch.cuda.current_device())}")
print(torch.version.cuda)
device = torch.cuda.get_device_name(torch.cuda.current_device())
print(device)


def wait_for_image_with_prefix(folder, prefix):
 def is_file_ready(file_path):
 initial_size = os.path.getsize(file_path)
 time.sleep(1)
 return initial_size == os.path.getsize(file_path)


 files = os.listdir(folder)
 image_files = [f for f in files if f.lower().startswith(prefix.lower()) and
 f.lower().endswith(('.png', '.jpg', '.jpeg'))]

 if image_files:
 # Sort by modification time to get the latest file
 image_files.sort(key=lambda x: os.path.getmtime(os.path.join(folder, x)), reverse=True)
 latest_image = os.path.join(folder, image_files[0])

 if is_file_ready(latest_image):
 # Wait a bit more to ensure the file is completely written
 time.sleep(3)
 return latest_image

 # If no matching file found, wait before checking again
 return None


def delete_image_file(file_path):
 try:
 if os.path.exists(file_path):
 os.remove(file_path)
 logger.debug(f"file {file_path} deleted")
 else:
 logger.debug(f"file {file_path} is not exist")
 except Exception as e:
 logger.debug(f"error {file_path}: {str(e)}")


def start_queue(prompt_workflow, port):
 p = {"prompt": prompt_workflow}
 data = json.dumps(p).encode('utf-8')
 requests.post(f"{URL}:{port}/prompt", data=data)


def check_server_ready(port):
 try:
 response = requests.get(f"{URL}:{port}/history/123", timeout=5)
 return response.status_code == 200
 except requests.RequestException:
 return False



def generate_image(prompt, image, image2):
 prefix_filename = str(random.randint(0, 999999))
 prompt = prompt.replace('ComfyUI', prefix_filename)
 prompt = json.loads(prompt)

 image = Image.fromarray(image)
 image.save(INPUT_DIR + '/input.png', format='PNG')
 if image2 is not None:
 image2 = Image.fromarray(image2)
 image2.save(INPUT_DIR + '/input2.png', format='PNG')

 process = None
 new_port = str(random.randint(8123, 8200))

 try:
 # Запускаем скрипт как подпроцесс
 process = subprocess.Popen([sys.executable, COMF_PATH, "--listen", "127.0.0.1", "--port", new_port])
 logger.debug(f'Subprocess started with PID: {process.pid}')

 # Ожидание запуска сервера
 for _ in range(30): # Максимум 30 секунд ожидания
 if check_server_ready(new_port):
 break
 time.sleep(1)
 else:
 raise TimeoutError("Server did not start in time")

 start_queue(prompt, new_port)

 # Ожидание нового изображения
 timeout = 360 # Максимальное время ожидания в секундах
 start_time = time.time()
 while time.time() - start_time < timeout:
 latest_image = wait_for_image_with_prefix(OUTPUT_DIR, prefix_filename)
 if latest_image:
 logger.debug(f"file is: {latest_image}")
 try:
 return Image.open(latest_image)
 finally:
 delete_image_file(latest_image)
 delete_image_file(INPUT_DIR + '/input.png')
 if image2 is not None:
 delete_image_file(INPUT_DIR + '/input2.png')
 time.sleep(1)

 raise TimeoutError("New image was not generated in time")

 except Exception as e:
 logger.error(f"Error in generate_image: {e}")

 finally:
 if process and process.poll() is None:
 process.terminate()
 logger.debug("process.terminate()")
 try:
 logger.debug("process.wait(timeout=5)")
 process.wait(timeout=5)
 except subprocess.TimeoutExpired:
 logger.debug("process.kill()")
 process.kill()
 return generate_image(prompt, image, image2)

@spaces.GPU(duration=50)
def generate_image_50(prompt, image, image2):
 return generate_image(prompt, image, image2)

@spaces.GPU(duration=70)
def generate_image_70(prompt, image, image2):
 return generate_image(prompt, image, image2)

@spaces.GPU(duration=90)
def generate_image_90(prompt, image, image2):
 return generate_image(prompt, image, image2)

@spaces.GPU(duration=110)
def generate_image_110(prompt, image, image2):
 return generate_image(prompt, image, image2)

@spaces.GPU(duration=130)
def generate_image_130(prompt, image, image2):
 return generate_image(prompt, image, image2)

@spaces.GPU(duration=150)
def generate_image_150(prompt, image, image2):
 return generate_image(prompt, image, image2)

@spaces.GPU(duration=170)
def generate_image_170(prompt, image, image2):
 return generate_image(prompt, image, image2)

@spaces.GPU(duration=190) 
def generate_image_190(prompt, image, image2):
 return generate_image(prompt, image, image2)

@spaces.GPU(duration=200)
def generate_image_200(prompt, image, image2):
 return generate_image(prompt, image, image2)

@spaces.GPU(duration=210)
def generate_image_210(prompt, image, image2):
 return generate_image(prompt, image, image2)

@spaces.GPU(duration=220)
def generate_image_220(prompt, image, image2):
 return generate_image(prompt, image, image2)

@spaces.GPU(duration=230)
def generate_image_230(prompt, image, image2):
 return generate_image(prompt, image, image2)

@spaces.GPU(duration=240)
def generate_image_240(prompt, image, image2):
 return generate_image(prompt, image, image2)
 
def generate_image_wrapper(prompt, image, image2, duration):
 if duration == "50":
 return generate_image_50(prompt, image, image2)
 elif duration == "70":
 return generate_image_70(prompt, image, image2)
 elif duration == "90":
 return generate_image_90(prompt, image, image2)
 elif duration == "110":
 return generate_image_110(prompt, image, image2)
 elif duration == "130":
 return generate_image_130(prompt, image, image2)
 elif duration == "150":
 return generate_image_150(prompt, image, image2)
 elif duration == "170":
 return generate_image_170(prompt, image, image2)
 elif duration == "190":
 return generate_image_190(prompt, image, image2)
 elif duration == "200":
 return generate_image_200(prompt, image, image2)
 elif duration == "210":
 return generate_image_210(prompt, image, image2)
 elif duration == "220":
 return generate_image_220(prompt, image, image2)
 elif duration == "230":
 return generate_image_230(prompt, image, image2)
 elif duration == "240":
 return generate_image_240(prompt, image, image2)
 else:
 return generate_image_170(prompt, image, image2)

if __name__ == "__main__":
 demo = gr.Interface(fn=generate_image_wrapper,
 inputs=[
 "text",
 gr.Image(image_mode='RGBA', type="numpy"),
 gr.Image(image_mode='RGBA', type="numpy"),
 "text"
 ],
 outputs=[
 gr.Image(type="numpy", image_mode='RGBA')
 ]
 )
 demo.launch(debug=True)
 logger.debug('demo.launch()')

 logger.info("Основной скрипт завершил работу.")