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{
"cells": [
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"import websocket \n",
"import uuid\n",
"import json\n",
"import urllib.request\n",
"import urllib.parse\n",
"\n",
"import json\n",
"\n",
"import glob\n",
"import os\n",
"\n",
"class LP:\n",
" def __init__(self , listen = '127.0.0.1' , port = '8188' , work_path = './workflow/lp.json'):\n",
"\n",
" with open(work_path, \"r\", encoding=\"utf-8\") as f:\n",
" workflow_data = f.read()\n",
" self.lp_workflow = json.loads(workflow_data)\n",
" self.server_address = f'{listen}:{port}'\n",
"\n",
" def queue_prompt(self , prompt , client_id):\n",
" p = {\"prompt\": prompt, \"client_id\": client_id}\n",
" data = json.dumps(p).encode('utf-8')\n",
" req = urllib.request.Request(\"http://{}/prompt\".format(self.server_address), data=data)\n",
" return json.loads(urllib.request.urlopen(req).read())\n",
"\n",
" def get_history(self , prompt_id):\n",
" with urllib.request.urlopen(\"http://{}/history/{}\".format(self.server_address, prompt_id)) as response:\n",
" return json.loads(response.read())\n",
" \n",
"\n",
" def LP(self, image_path, video_path):\n",
" try:\n",
" # Create a copy of the current workflow and generate a unique client_id\n",
" current_workflow = self.lp_workflow.copy()\n",
" client_id = str(uuid.uuid4())\n",
"\n",
" # Update the current workflow with the provided image and video paths\n",
" current_workflow[\"168\"]['inputs']['filename_prefix'] = client_id\n",
" current_workflow['208']['inputs']['image'] = image_path\n",
" current_workflow['202']['inputs']['video'] = video_path\n",
"\n",
" # Try connecting to the WebSocket server\n",
" try:\n",
" ws = websocket.WebSocket()\n",
" ws.connect(\"ws://{}/ws?clientId={}\".format(self.server_address, client_id))\n",
" except Exception as e:\n",
" print(f\"Error connecting to WebSocket server: {e}\")\n",
" return None\n",
"\n",
" # Try getting the output from the WebSocket\n",
" try:\n",
" video_output = self.get_output(ws, current_workflow, client_id)\n",
" except Exception as e:\n",
" print(f\"Error during execution of workflow: {e}\")\n",
" return None\n",
"\n",
" # Search for files generated with the client_id prefix\n",
" try:\n",
" folder_path = '/home/itek/Desktop/ComfyUI/output'\n",
" beginning_string = client_id\n",
" paths = glob.glob(os.path.join(folder_path, beginning_string + '*'))\n",
" except Exception as e:\n",
" print(f\"Error searching for output files: {e}\")\n",
" return None\n",
"\n",
" # Return the video output and paths if everything was successful\n",
" return video_output, paths\n",
"\n",
" except Exception as e:\n",
" # Catch any unforeseen errors\n",
" print(f\"An unexpected error occurred: {e}\")\n",
" return None\n",
"\n",
" def get_output(self, ws, prompt, client_id):\n",
" try:\n",
" # Send the prompt and wait for the response\n",
" prompt_id = self.queue_prompt(prompt, client_id)['prompt_id']\n",
" while True:\n",
" out = ws.recv()\n",
" if isinstance(out, str):\n",
" message = json.loads(out)\n",
" if message['type'] == 'executing':\n",
" data = message['data']\n",
" if data['node'] is None and data['prompt_id'] == prompt_id:\n",
" break\n",
" else:\n",
" continue\n",
"\n",
" # Get the output file from the history\n",
" history = self.get_history(prompt_id)[prompt_id]\n",
" output_file = history['outputs']['168']['gifs'][0]['filename']\n",
"\n",
" return output_file\n",
"\n",
" except Exception as e:\n",
" # Handle errors during WebSocket communication or workflow processing\n",
" print(f\"Error in get_output function: {e}\")\n",
" return None\n",
"\n",
" # def get_output(self , ws , prompt , client_id):\n",
" # prompt_id = self.queue_prompt(prompt , client_id)['prompt_id']\n",
" # while True:\n",
" # out = ws.recv()\n",
" # if isinstance(out, str):\n",
" # message = json.loads(out)\n",
" # if message['type'] == 'executing':\n",
" # data = message['data']\n",
" # if data['node'] is None and data['prompt_id'] == prompt_id:\n",
" # break\n",
" # else:\n",
" # continue\n",
"\n",
" # history = self.get_history(prompt_id)[prompt_id]\n",
" # output_file = history['outputs']['168']['gifs'][0]['filename']\n",
"\n",
" # return output_file\n",
"\n",
" # def LP(self , image_path , video_path):\n",
"\n",
" # current_workflow = self.lp_workflow.copy()\n",
" # client_id = str(uuid.uuid4())\n",
"\n",
" # current_workflow[\"168\"]['inputs']['filename_prefix'] = client_id\n",
" # current_workflow['208']['inputs']['image'] = image_path\n",
" # current_workflow['202']['inputs']['video'] = video_path\n",
"\n",
" # ws = websocket.WebSocket()\n",
" # ws.connect(\"ws://{}/ws?clientId={}\".format(self.server_address, client_id))\n",
" # video_output = self.get_output(ws, current_workflow , client_id)\n",
" \n",
" # folder_path = '/home/itek/Desktop/ComfyUI/output'\n",
" # beginning_string = client_id\n",
" # paths = glob.glob(os.path.join(folder_path, beginning_string + '*'))\n",
"\n",
"\n",
" # return video_output , paths\n",
"\n",
" # def __del__(self):\n",
" # self.model = None\n",
" # self.processor = None\n",
" # del self.model\n",
" # del self.processor\n",
" # torch.cuda.empty_cache()\n",
" # import gc\n",
" # gc.collect()\n"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"import socket\n",
"import time\n",
"import requests\n",
"import subprocess\n",
"import os\n",
"\n",
"class ComfyUI:\n",
" def __init__(self):\n",
" self.process = None\n",
" self.port = None\n",
"\n",
" def is_port_in_use(self , port , host='127.0.0.1'):\n",
" with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:\n",
" s.settimeout(1)\n",
" try:\n",
" s.bind((host, port))\n",
" except socket.error:\n",
" return True \n",
" return False \n",
" \n",
" def is_server_ready(self , url, timeout=30):\n",
" start_time = time.time()\n",
" while True:\n",
" try:\n",
" response = requests.get(url)\n",
" if response.status_code == 200:\n",
" return True\n",
" except requests.RequestException:\n",
" pass\n",
" \n",
" if time.time() - start_time > timeout:\n",
" return False\n",
" time.sleep(1) \n",
" \n",
" def SS(self):\n",
" try:\n",
" port_to_check = 60000\n",
" con_count = 0\n",
" while(True):\n",
" if con_count > 100:\n",
" return False\n",
" if self.is_port_in_use(port_to_check):\n",
" port_to_check = port_to_check + 1\n",
" con_count = con_count + 1\n",
" else:\n",
" break\n",
" \n",
" port_to_check = str(port_to_check)\n",
" script_dir = \"./ComfyUI/ComfyUI\"\n",
" script_dir = os.path.abspath(script_dir)\n",
"\n",
" code_dir = \"./ComfyUI/ComfyUI/main.py\"\n",
" code_dir = os.path.abspath(code_dir)\n",
"\n",
" command = [\"/home/itek/miniconda3/envs/ai/bin/python\", os.path.abspath(code_dir), \"--port\", port_to_check, '--listen' , '127.0.0.1']\n",
" self.process = subprocess.Popen(command, cwd=script_dir , stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)\n",
" self.port = port_to_check\n",
"\n",
" return True\n",
" \n",
" except Exception as e: \n",
" print(e)\n",
" return False\n",
" \n",
" def restart_if_down(self):\n",
"\n",
" if self.port is None:\n",
" return False\n",
" \n",
" server_url = f\"http://127.0.0.1:{self.port}\"\n",
" if not self.is_server_ready(server_url, timeout=5):\n",
" \n",
" if self.process is not None:\n",
" self.process.terminate()\n",
" self.process.kill()\n",
" self.process = None\n",
" self.port = None\n",
"\n",
" return self.SS()\n",
"\n",
" return True\n",
"\n",
" def __del__(self):\n",
" if self.process is not None:\n",
" self.process.terminate()\n",
" self.process.kill()"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"ui = ComfyUI()"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[Errno 2] No such file or directory: '/home/itek/Desktop/api comfyui/scripts/ComfyUI/ComfyUI'\n"
]
},
{
"data": {
"text/plain": [
"False"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ui.SS()"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"lp = LP()"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Error connecting to WebSocket server: [Errno 111] Connection refused\n"
]
}
],
"source": [
"lp.LP('/home/itek/Desktop/api comfyui/121.png' , '/home/itek/Desktop/api comfyui/d0.mp4')"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [],
"source": [
"import time\n",
"import socket\n",
"import subprocess\n",
"import requests"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"port_to_check = 60000\n",
"con_count = 0\n",
"while(True):\n",
" if con_count > 100:\n",
" break\n",
" if is_port_in_use(port_to_check) or (search_port(port_to_check)):\n",
" port_to_check = port_to_check + 1\n",
" con_count = con_count + 1\n",
" else:\n",
" break\n",
"\n",
" port_to_check = str(port_to_check)\n",
" script_dir = \"./subprocess/LivePortrait\"\n",
" script_dir = os.path.abspath(script_dir)\n",
"\n",
" command = [\"/home/itek/miniconda3/envs/ai/bin/python\", script_dir+\"/app.py\", \"--server_port\", port_to_check]\n",
" process = subprocess.Popen(command, cwd=script_dir)"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [],
"source": [
"command = [\"/home/itek/miniconda3/envs/ai/bin/python\", \"/home/itek/Desktop/api comfyui/ComfyUI/ComfyUI/main.py\", \"--port\", '8000' , '--listen' , '127.0.0.1']\n",
"process = subprocess.Popen(command, cwd='/home/itek/Desktop/api comfyui/ComfyUI/ComfyUI' , stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'/home/itek/Desktop/api comfyui/scripts/ComfyUI'"
]
},
"execution_count": 38,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import os\n",
"script_dir = \"./ComfyUI\"\n",
"os.path.abspath(script_dir)"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [],
"source": [
"process.terminate()"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [],
"source": [
"def load_port_lp():\n",
" try:\n",
" if not get_model_port_lp():\n",
" port_to_check = 60000\n",
" con_count = 0\n",
" while(True):\n",
" if con_count > 100:\n",
" break\n",
" if is_port_in_use(port_to_check) or (search_port(port_to_check)):\n",
" port_to_check = port_to_check + 1\n",
" con_count = con_count + 1\n",
" else:\n",
" break\n",
" port_to_check = str(port_to_check)\n",
" script_dir = \"./subprocess/LivePortrait\"\n",
" script_dir = os.path.abspath(script_dir)\n",
"\n",
" command = [\"/home/itek/miniconda3/envs/ai/bin/python\", script_dir+\"/app.py\", \"--server_port\", port_to_check]\n",
" process = subprocess.Popen(command, cwd=script_dir)\n",
"\n",
" global model_port_lp\n",
" model_port_lp = {\"port\":port_to_check , \"pid\":process}\n",
"\n",
" insert_port(port_to_check)\n",
"\n",
" is_server_ready(f'http://127.0.0.1:{port_to_check}/')\n",
"\n",
"\n",
" return True\n",
" except:\n",
" return False"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [],
"source": [
"listen = '127.0.0.1'\n",
"port = '8188'"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"False"
]
},
"execution_count": 30,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"is_server_ready('http://127.0.0.1:8188')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"#model lp \n",
"import time\n",
"import socket\n",
"import subprocess\n",
"import requests\n",
"\n",
"\n",
"def is_port_in_use(port, host='localhost'):\n",
" with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:\n",
" s.settimeout(1)\n",
" try:\n",
" s.bind((host, port))\n",
" except socket.error:\n",
" return True \n",
" return False \n",
" \n",
"def is_server_ready(url, timeout=30):\n",
" start_time = time.time()\n",
" while True:\n",
" try:\n",
" response = requests.get(url)\n",
" if response.status_code == 200:\n",
" return True\n",
" except requests.RequestException:\n",
" pass\n",
" \n",
" if time.time() - start_time > timeout:\n",
" return False\n",
" time.sleep(1) \n",
"\n",
"model_port_lp = None\n",
"\n",
"def load_port_lp():\n",
" try:\n",
" if not get_model_port_lp():\n",
" port_to_check = 60000\n",
" con_count = 0\n",
" while(True):\n",
" if con_count > 100:\n",
" break\n",
" if is_port_in_use(port_to_check) or (search_port(port_to_check)):\n",
" port_to_check = port_to_check + 1\n",
" con_count = con_count + 1\n",
" else:\n",
" break\n",
" port_to_check = str(port_to_check)\n",
" script_dir = \"./subprocess/LivePortrait\"\n",
" script_dir = os.path.abspath(script_dir)\n",
"\n",
" command = [\"/home/itek/miniconda3/envs/ai/bin/python\", script_dir+\"/app.py\", \"--server_port\", port_to_check]\n",
" process = subprocess.Popen(command, cwd=script_dir)\n",
"\n",
" global model_port_lp\n",
" model_port_lp = {\"port\":port_to_check , \"pid\":process}\n",
"\n",
" insert_port(port_to_check)\n",
"\n",
" is_server_ready(f'http://127.0.0.1:{port_to_check}/')\n",
"\n",
"\n",
" return True\n",
" except:\n",
" return False\n",
"\n",
"def unload_port_lp():\n",
" try:\n",
" if get_model_port_lp():\n",
" global model_port_lp\n",
" port = model_port_lp['port']\n",
" remove_port(port)\n",
" pid = model_port_lp['pid']\n",
" pid.terminate()\n",
" pid.kill()\n",
" model_port_lp = None\n",
" return True\n",
" else:\n",
" return True\n",
" except:\n",
" return False\n",
" \n",
"def get_model_port_lp():\n",
" global model_port_lp\n",
" if model_port_lp is None:\n",
" return False\n",
" return True\n"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "ai",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.3"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
|