mirror of
https://github.com/storytold/storyteller-ml.git
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comfy: bump node versions & allow upscaling/FD to work
This commit is contained in:
@@ -3,67 +3,308 @@ import argparse
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import os
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import json
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import time
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from typing import Dict, Any, Optional
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from jsonpath_ng import jsonpath, parse
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import shutil
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from pathlib import Path
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from enum import IntEnum, auto
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SERVER_IP = os.environ.get("SERVER_IP", "127.0.0.1:8188")
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TIMEOUT_SECONDS = int(os.environ.get("TIMEOUT_SECONDS", 1000))
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PROMPT_ENDPOINT = f"http://{SERVER_IP}/prompt"
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V2V_WORKFLOWS_DIRECTORY = os.environ.get("V2V_WORKFLOWS_DIRECTORY",
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"/workflow_configs")
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COMFY_ROOT_DIRECTORY = os.environ.get("COMFY_ROOT_DIRECTORY",
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"/app/ComfyUI")
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MAIN_IPA_WORKFLOW = os.environ.get("MAIN_IPA_WORKFLOW", "ipa_API_03-05-2024/yae_vid2vid_main(+IPA)_03-05_API.json")
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FACE_DETAILER_WORKFLOW = os.environ.get("FACE_DETAILER_WORKFLOW", "yae_vid2vid_FaceDetailer_03-05_API.json")
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UPSCALER_WORKFLOW = os.environ.get("UPSCALER_WORKFLOW", "yae_vid2vid_Upscale_03-05_API.json")
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class PipelineType(IntEnum):
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BASE = auto()
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IPA = auto()
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FACE_DETAILER = auto()
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UPSCALER = auto()
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style_to_filename = {
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"anime_2_5d": "1_2.5d_anime_model.json",
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"anime_2d_flat": "2_2d_flat_anime_model.json",
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"cartoon_3d": "3_3d_cartoon_style.json",
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"comic_book": "4_comic_book_model.json",
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"anime_ghibli": "5_ghibli_anime_model.json",
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"ink_punk": "6_ink_punk.json",
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"ink_splash": "7_ink_splash.json",
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"ink_bw_style": "8_ink_w_and_b_style.json",
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"jojo_style": "9_jojo_style.json",
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"paper_origami": "10_paper_origami.json",
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"pixel_art": "11_pixel_art.json",
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"pop_art": "12_pop_art.json",
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"realistic_1": "13_realistic_1.json",
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"realistic_2": "14_realistic_2.json",
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"anime_retro_neon": "15_retro_neon_anime_90.json",
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"anime_standard": "16_standard_anime_model.json",
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"hr_giger": "17_hr_giger.json",
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"simpsons": "18_simpsons.json",
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"carnage": "19_carnage.json",
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"pastel_cute_anime": "20_pastel_cute_anime.json",
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"bloom_lighting": "21_bloom_lighting.json",
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"25d_horror": "22_25D_Horror.json",
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"creepy": "23_creepy.json",
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"creepy_vhs": "24_creepy_vhs.json",
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"trail_cam_footage": "25_trail_cam_footage.json",
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"old_black_white_movie": "26_old_black_white_movie.json",
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"horror_noir_black_white": "27_horror_noir_black_white.json",
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"techno_noir_black_white": "28_techno_noir_black_white.json",
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"black_white_20s": "29_black_white_20s.json",
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"cyberpunk_anime": "30_cyberpunk_anime.json",
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"dragonball": "31_dragonball.json",
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"realistic_matrix": "32_realistic_matrix.json",
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"realistic_cyberpunk": "33_realistic_cyberpunk.json"
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}
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def ensure_pipeline_input_present():
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left = Path(COMFY_ROOT_DIRECTORY) / "input/input.mp4"
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right = Path(COMFY_ROOT_DIRECTORY) / "ComfyUI" / "input/input.mp4"
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shutil.copy(left, right)
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def convert_pipline_output_to_input(left):
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right = Path(COMFY_ROOT_DIRECTORY) / "input/input.mp4"
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shutil.copy(left, right)
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def restore_last_pipeline_output(left):
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right = Path(COMFY_ROOT_DIRECTORY) / "output" / "vid2vid/SparseUpscaleInterp_00001.mp4"
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shutil.copy(left, right)
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def parse_args():
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parser = argparse.ArgumentParser(description='Run Comfy')
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parser.add_argument('--prompt', type=str, help='location of the prompt json', required=True)
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parser.add_argument('--prompt', type=str, help='location of the prompt json', required=False)
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parser.add_argument('--style', type=str, help='style name', required=False)
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parser.add_argument('--positive_prompt_filename', type=str, help='positive prompt', required=False)
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parser.add_argument('--negative_prompt_filename', type=str, help='negative prompt', required=False)
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parser.add_argument('--pause-between-steps', type=int, help='pause between steps', required=False, default=1)
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parser.add_argument('--face-detailer-enabled', help='face detailer enabled', required=False, default=False, action=argparse.BooleanOptionalAction)
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parser.add_argument('--upscaler-enabled', help='upscale enabled', required=False, default=False, action=argparse.BooleanOptionalAction)
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return parser.parse_args()
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args = parse_args()
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# load prompt json
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file_path = args.prompt
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print(f'Loading prompt json from path: {file_path}')
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prompt = json.load(open(file_path))
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# check the health of the server (5 second timeout)
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response = requests.get(PROMPT_ENDPOINT, timeout=5)
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if response.status_code == 200:
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print("Server is healthy")
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else:
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print("Server is unhealthy")
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print(f"Status code: {response.status_code}")
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print(f"Response: {response.text}")
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# make sure there are no jobs already
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queue_json = response.json()
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if queue_json["exec_info"]["queue_remaining"]:
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print("There are jobs in the queue already. Exiting...")
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exit(1)
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else:
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print("Queue is empty")
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# Load prompt
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p = {"prompt": prompt}
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data = json.dumps(p).encode('utf-8')
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# Send HTTP post request
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response = requests.post(PROMPT_ENDPOINT, data=data)
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if response.status_code == 200:
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print("Job enqueued successfully")
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else:
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print("Job failed to queue")
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print(f"Status code: {response.status_code}")
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print(f"Response: {response.text}")
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exit(1)
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# Wait for the job to finish
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print(f"Waiting for job to finish (timeout: {TIMEOUT_SECONDS} seconds)")
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start_time = time.time()
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# check queue endpoint in loop
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while True:
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def ensure_server_is_healthy():
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# check the health of the server (5 second timeout)
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response = requests.get(PROMPT_ENDPOINT, timeout=5)
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if response.status_code == 200:
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print("Server is healthy")
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else:
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print("Server is unhealthy")
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print(f"Status code: {response.status_code}")
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print(f"Response: {response.text}")
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# make sure there are no jobs already
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queue_json = response.json()
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if queue_json["exec_info"]["queue_remaining"]:
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pass
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else:
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print("Job is done")
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break
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if time.time() - start_time > TIMEOUT_SECONDS:
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print("Timeout reached and job didn't finish!")
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print("There are jobs in the queue already. Exiting...")
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exit(1)
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time.sleep(1)
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else:
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print("Queue is empty")
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def main():
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ensure_server_is_healthy()
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pipeline_type = PipelineType.BASE
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if args.face_detailer_enabled or args.upscaler_enabled:
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pipeline_type = PipelineType.IPA
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output_index = 0
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file_path = args.prompt
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prompt = None
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if args.style is not None:
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print("Generating prompt json")
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style = args.style
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positive_prompt_filename = args.positive_prompt_filename
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negative_prompt_filename = args.negative_prompt_filename
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positive_prompt = None
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negative_prompt = None
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workflow_filename = None
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if pipeline_type == PipelineType.IPA:
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workflow_filename = MAIN_IPA_WORKFLOW
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if positive_prompt_filename:
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positive_prompt = open(positive_prompt_filename).read()
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if negative_prompt_filename:
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negative_prompt = open(negative_prompt_filename).read()
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validate_style_name(style)
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print("running pipeline" + str(pipeline_type))
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# ensure_pipeline_input_present()
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prompt = generate_prompt_for_style(style, positive_prompt, negative_prompt, workflow_filename)
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enqueue_prompt_and_wait(prompt)
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output_index = output_index + 1
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left = Path(COMFY_ROOT_DIRECTORY) / "output" / f"vid2vid/SparseUpscaleInterp_0000{output_index}.mp4"
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if args.upscaler_enabled:
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# time.sleep(30)
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print("running pipeline" + str(pipeline_type))
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convert_pipline_output_to_input(left)
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workflow_filename = UPSCALER_WORKFLOW
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prompt = generate_prompt_for_style(style, positive_prompt, negative_prompt, workflow_filename, PipelineType.UPSCALER)
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enqueue_prompt_and_wait(prompt)
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output_index = output_index + 1
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left = Path(COMFY_ROOT_DIRECTORY) / "output" / f"vid2vid/SparseUpscaleInterp_0000{output_index}.mp4"
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# time.sleep(30)
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if args.face_detailer_enabled:
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# time.sleep(30)
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print("running pipeline" + str(pipeline_type))
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convert_pipline_output_to_input(left)
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workflow_filename = FACE_DETAILER_WORKFLOW
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prompt = generate_prompt_for_style(style, positive_prompt, negative_prompt, workflow_filename, PipelineType.FACE_DETAILER)
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enqueue_prompt_and_wait(prompt)
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output_index = output_index + 1
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left = Path(COMFY_ROOT_DIRECTORY) / "output" / f"vid2vid/SparseUpscaleInterp_0000{output_index}.mp4"
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# time.sleep(30)
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restore_last_pipeline_output(left)
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else:
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print(f'Loading prompt json from path: {file_path}')
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prompt_workflow = json.load(open(file_path))
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prompt = {"prompt": prompt_workflow}
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enqueue_prompt_and_wait(prompt)
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def enqueue_prompt_and_wait(prompt):
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data = json.dumps(prompt).encode('utf-8')
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# Send HTTP post request
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response = requests.post(PROMPT_ENDPOINT, data=data)
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if response.status_code == 200:
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print("Job enqueued successfully")
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else:
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print("Job failed to queue")
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print(f"Status code: {response.status_code}")
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print(f"Response: {response.text}")
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exit(1)
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# Wait for the job to finish
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print(f"Waiting for job to finish (timeout: {TIMEOUT_SECONDS} seconds)")
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start_time = time.time()
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# check queue endpoint in loop
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while True:
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response = requests.get(PROMPT_ENDPOINT, timeout=5)
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queue_json = response.json()
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if queue_json["exec_info"]["queue_remaining"]:
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pass
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else:
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print("Job is done")
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break
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if time.time() - start_time > TIMEOUT_SECONDS:
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print("Timeout reached and job didn't finish!")
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exit(1)
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time.sleep(1)
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def generate_prompt_for_style(style_name, positive_prompt, negative_prompt, workflow_filename=None, pipeline_type = PipelineType.BASE) -> Path:
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styles_directory = Path(V2V_WORKFLOWS_DIRECTORY) / "styles"
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workflow_directory = Path(V2V_WORKFLOWS_DIRECTORY) / "workflows"
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mappings_directory = Path(V2V_WORKFLOWS_DIRECTORY) / "mappings"
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style_filename = style_to_filename[style_name]
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style_json = json.load(open(styles_directory / style_filename))
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workflow_json_filename = style_json["workflow_api_name"]
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mapping_json_filename = "mapping_one.json"
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if workflow_filename:
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workflow_json_filename = workflow_filename
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workflow_json = json.load(open(workflow_directory / workflow_json_filename))
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mapping_json = json.load(open(mappings_directory / mapping_json_filename))
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json_mods = style_json["modifications"]
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jsonpath_mods = get_jsonpath_mods(json_mods, mapping_json, pos_in=positive_prompt, neg_in=negative_prompt, pipeline_type=pipeline_type)
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print(*jsonpath_mods.items(), sep="\n")
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json_prompt = apply_jsonpath_mods(jsonpath_mods, workflow_json)
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p = {"prompt": json_prompt}
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return p
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def get_jsonpath_mods(style_mods: Dict[str, Any], mapping_json: Dict[str, Any], pos_in: Optional[str] = None,
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neg_in: Optional[str] = None, pipeline_type = PipelineType.BASE) -> Dict[str, Any]:
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modifications = {}
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new_mod_json = style_mods.copy()
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# Process "loras" differently
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loras = new_mod_json.get("loras", [])
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if len(loras) > 8:
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raise ValueError("Too many loras, max is 8")
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for index, lora in enumerate(loras):
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if "name" in lora and "strength" in lora:
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lora_strength = lora["strength"]
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if pipeline_type == PipelineType.FACE_DETAILER:
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lora_strength = 0.5
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new_mod_json[f"lora_{index + 1}_strength"] = lora_strength
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new_mod_json[f"lora_{index + 1}_name"] = lora["name"]
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# Exclude "loras" from further processing
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new_mod_json.pop("loras", None)
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# Handling positive and negative prompts
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if pos_in:
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new_mod_json["positive_prompt"] = f"{new_mod_json.get('positive_prompt', '')}, {pos_in}"
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if neg_in:
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new_mod_json["negative_prompt"] = f"{new_mod_json.get('negative_prompt', '')}, {neg_in}"
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for key, value in new_mod_json.items():
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mapping_key = f"$.{key}"
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jsonpath_expr = parse(mapping_key)
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# Finding matches using jsonpath_ng
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matches = [match.value for match in jsonpath_expr.find(mapping_json)]
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if matches:
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mapping_value = matches[0]
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modifications[mapping_value] = value
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else:
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print(f"No mapping found for key '{key}'")
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return modifications
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def apply_jsonpath_mods(jsonpath_mods: Dict[str, Any], workflow_json: Dict[str, Any]) -> Dict[str, Any]:
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for key, value in jsonpath_mods.items():
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# jsonpath-ng expects numbers to be wrapped in quotes
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parts = key.split(".")
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new_parts = [f"'{part}'" if part.isdigit() else part for part in parts]
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key = ".".join(new_parts)
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jsonpath_expr = parse(key)
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matches = jsonpath_expr.find(workflow_json)
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if matches:
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parent = matches[0].context.value
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if isinstance(parent, dict):
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last_part = new_parts[-1].strip("'")
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parent[last_part] = value
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elif isinstance(parent, list):
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index = int(new_parts[-1].strip("'"))
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if 0 <= index < len(parent):
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parent[index] = value
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else:
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print(f"Index {index} is out of bounds for key '{key}'")
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else:
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print(f"No mapping found for key '{key}'")
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return workflow_json
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def validate_style_name(style):
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if style not in style_to_filename:
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print(f"Invalid style: {args.style}")
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print(f"Valid styles: {', '.join(style_to_filename.keys())}")
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exit(1)
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if __name__ == "__main__":
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main()
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@@ -57,15 +57,13 @@ COPY ./pip.conf /root/.config/pip/pip.conf
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WORKDIR /app
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# Copy files to container
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COPY --chown=appuser:appgroup initialize_comfy_extensions.py /app/initialize_comfy_extensions.py
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COPY --chown=appuser:appgroup ComfyLauncher /app/ComfyLauncher
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COPY --chown=appuser:appgroup format_video.py /app/format_video.py
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COPY --chown=appuser:appgroup install.py /app/install.py
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COPY --chown=appuser:appgroup list-repos.sh /app/list-repos.sh
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RUN chmod -R 777 /app
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# download & install comfy ui and its dependencies
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RUN python3 install.py --comfy-ui-url https://github.com/comfyanonymous/ComfyUI.git --comfy-ui-commit eda87043862f743b0a0467735f8531f7c4709b3a
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RUN python3 install.py --comfy-ui-url https://github.com/comfyanonymous/ComfyUI.git --comfy-ui-commit ece5acb8e8025d8ca26aa880f604d971d245475d
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RUN python3 -m venv ComfyUI/venv
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RUN ComfyUI/venv/bin/python -m pip install -r ComfyUI/requirements.txt --extra-index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/onnxruntime-cuda-12/pypi/simple/ && \
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ComfyUI/venv/bin/python -m pip cache purge
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@@ -82,5 +80,9 @@ RUN python3 install.py --repos-json repos.json
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COPY --chown=appuser:appgroup dependencies.json /app/dependencies.json
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COPY --chown=appuser:appgroup server_requirements.txt /app/server_requirements.txt
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COPY --chown=appuser:appgroup initialize_comfy_extensions.py /app/initialize_comfy_extensions.py
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COPY --chown=appuser:appgroup ComfyLauncher /app/ComfyLauncher
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COPY --chown=appuser:appgroup format_video.py /app/format_video.py
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# protobuf use python implementation (weird error without)
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ENV PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION=python
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+28
-18
@@ -6,22 +6,22 @@
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},
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{
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"folder": "ComfyUI/custom_nodes/ComfyUI_FizzNodes",
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"commit": "2ad19c1c3ad424b732fa0bc16ffb02284676a5da",
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"commit": "0e05436071d18db18900a6e796c1358a4e9b10a3",
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"url": "https://github.com/FizzleDorf/ComfyUI_FizzNodes.git"
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},
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{
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||||
"folder": "ComfyUI/custom_nodes/ComfyUI-VideoHelperSuite",
|
||||
"commit": "f94597739f20dac331f9918a245149b6b00a60f2",
|
||||
"commit": "47e56f3e42c3ab4fb33f1407c2c40b5391226621",
|
||||
"url": "https://github.com/Kosinkadink/ComfyUI-VideoHelperSuite.git"
|
||||
},
|
||||
{
|
||||
"folder": "ComfyUI/custom_nodes/ComfyUI-Custom-Scripts",
|
||||
"commit": "b4a9cebf24b50c4b538945ae86c17a9dc24052a8",
|
||||
"commit": "3f2c021e50be2fed3c9d1552ee8dcaae06ad1fe5",
|
||||
"url": "https://github.com/pythongosssss/ComfyUI-Custom-Scripts.git"
|
||||
},
|
||||
{
|
||||
"folder": "ComfyUI/custom_nodes/ComfyUI-Advanced-ControlNet",
|
||||
"commit": "98768c7c3c45ac1e803071c5ad8e675e360e9e73",
|
||||
"commit": "33d9884b76e8d7a2024691c5d98308e7e61bf38d",
|
||||
"url": "https://github.com/Kosinkadink/ComfyUI-Advanced-ControlNet.git"
|
||||
},
|
||||
{
|
||||
@@ -31,22 +31,22 @@
|
||||
},
|
||||
{
|
||||
"folder": "ComfyUI/custom_nodes/ComfyUI-AnimateDiff-Evolved",
|
||||
"commit": "9ccea911a63e2119778fa91b2692a8470a48e9da",
|
||||
"commit": "b693c681731202152cd8dd45714bb7bc34a4ca6b",
|
||||
"url": "https://github.com/Kosinkadink/ComfyUI-AnimateDiff-Evolved.git"
|
||||
},
|
||||
{
|
||||
"folder": "ComfyUI/custom_nodes/ComfyUI-Impact-Pack",
|
||||
"commit": "e374bd304a4a5b44d0deae2b2afaf4d5faad4810",
|
||||
"commit": "a7076b39685bcb3bf9d5c7180f5e538839c2ccb0",
|
||||
"url": "https://github.com/ltdrdata/ComfyUI-Impact-Pack.git"
|
||||
},
|
||||
{
|
||||
"folder": "ComfyUI/custom_nodes/ComfyUI-Video-Matting",
|
||||
"commit": "178bf956ddb817d065b1b073ec04582ad60335bb",
|
||||
"commit": "940fcc5a56d4b47a6c3507d827c56b083c388f3e",
|
||||
"url": "https://github.com/Fannovel16/ComfyUI-Video-Matting.git"
|
||||
},
|
||||
{
|
||||
"folder": "ComfyUI/custom_nodes/comfyui_segment_anything",
|
||||
"commit": "681d977c2cc244de729fd9e08145ff365c609262",
|
||||
"commit": "ab6395596399d5048639cdab7e44ec9fae857a93",
|
||||
"url": "https://github.com/storyicon/comfyui_segment_anything.git"
|
||||
},
|
||||
{
|
||||
@@ -56,7 +56,7 @@
|
||||
},
|
||||
{
|
||||
"folder": "ComfyUI/custom_nodes/ComfyUI_IPAdapter_plus",
|
||||
"commit": "6a411dcb2c6c3b91a3aac97adfb080a77ade7d38",
|
||||
"commit": "20125bf9394b1bc98ef3228277a31a3a52c72fc2",
|
||||
"url": "https://github.com/cubiq/ComfyUI_IPAdapter_plus.git"
|
||||
},
|
||||
{
|
||||
@@ -66,32 +66,32 @@
|
||||
},
|
||||
{
|
||||
"folder": "ComfyUI/custom_nodes/ComfyUI_essentials",
|
||||
"commit": "0283ce45272fc0737e3420c0aa2c5c30a74f7a36",
|
||||
"commit": "84d25b99c2e3e82142c2de6656fcda55e5ce1318",
|
||||
"url": "https://github.com/cubiq/ComfyUI_essentials.git"
|
||||
},
|
||||
{
|
||||
"folder": "ComfyUI/custom_nodes/efficiency-nodes-comfyui",
|
||||
"commit": "f6d01dc5449e2cc6e29da92b3b337e49c0dce112",
|
||||
"commit": "3b7e89d969c02b80ff3662f34813679167b835fa",
|
||||
"url": "https://github.com/jags111/efficiency-nodes-comfyui.git"
|
||||
},
|
||||
{
|
||||
"folder": "ComfyUI/custom_nodes/rgthree-comfy",
|
||||
"commit": "9021670e9ff887d40e031334fc9f3e92c599d161",
|
||||
"commit": "017a1595cdfb75d34d91f4d8abceab89202d0c81",
|
||||
"url": "https://github.com/rgthree/rgthree-comfy.git"
|
||||
},
|
||||
{
|
||||
"folder": "ComfyUI/custom_nodes/ComfyUI-Frame-Interpolation",
|
||||
"commit": "5e11679995c68f33891c306a393915feefe234b5",
|
||||
"commit": "1c4c4b4f9a99e7e6eb7c5a5f3fdc7c9dfd319357",
|
||||
"url": "https://github.com/Fannovel16/ComfyUI-Frame-Interpolation.git"
|
||||
},
|
||||
{
|
||||
"folder": "ComfyUI/custom_nodes/comfyui_controlnet_aux",
|
||||
"commit": "33d6e86b65c40e5f97052262c6900f413684ccde",
|
||||
"commit": "ac8702cc38feb6cf3fe4f8e11d2792a86cb56cc4",
|
||||
"url": "https://github.com/Fannovel16/comfyui_controlnet_aux.git"
|
||||
},
|
||||
{
|
||||
"folder": "ComfyUI/custom_nodes/ComfyUI-Manager",
|
||||
"commit": "6c553d1228978352767f4914c4dd7787b00f6769",
|
||||
"commit": "1758f4b3dfed65db813a52cc87d72dcd5088d1fb",
|
||||
"url": "https://github.com/ltdrdata/ComfyUI-Manager.git"
|
||||
},
|
||||
{
|
||||
@@ -106,17 +106,27 @@
|
||||
},
|
||||
{
|
||||
"folder": "ComfyUI/custom_nodes/ComfyUI-Crystools",
|
||||
"commit": "8c257748b98f59357ac20cebd4b4b67c0a9e53fe",
|
||||
"commit": "bfbfd121a245d04ce7d06ccc36acdb9873c47d9d",
|
||||
"url": "https://github.com/crystian/ComfyUI-Crystools.git"
|
||||
},
|
||||
{
|
||||
"folder": "ComfyUI/custom_nodes/ComfyUI-KJNodes",
|
||||
"commit": "df86fd77ac7f832b35ddaa748e4cf421ce9bf9e1",
|
||||
"commit": "b2d5ab3fcdc81c807f4049255abb65d38b608992",
|
||||
"url": "https://github.com/kijai/ComfyUI-KJNodes.git"
|
||||
},
|
||||
{
|
||||
"folder": "ComfyUI/custom_nodes/comfy_mtb",
|
||||
"commit": "54ff6583ded0ed4054f8e5d7fadf0b2350259dce",
|
||||
"commit": "f9d2ebf91d09fc214fecf7501a5490b33c30aca2",
|
||||
"url": "https://github.com/melMass/comfy_mtb.git"
|
||||
},
|
||||
{
|
||||
"folder": "ComfyUI/custom_nodes/comfyui-art-venture",
|
||||
"commit": "c33412288fbdcd132265c9029a38001fd9696aa5",
|
||||
"url": "https://github.com/sipherxyz/comfyui-art-venture.git"
|
||||
},
|
||||
{
|
||||
"folder": "ComfyUI/custom_nodes/ComfyMath",
|
||||
"commit": "be9beab9923ccf5c5e4132dc1653bcdfa773ed70",
|
||||
"url": "https://github.com/evanspearman/ComfyMath"
|
||||
}
|
||||
]
|
||||
@@ -12,3 +12,4 @@ addict
|
||||
yapf
|
||||
deepdiff
|
||||
pynvml
|
||||
pydantic
|
||||
Reference in New Issue
Block a user