commit
						409ca6f1dd
					
				
							
								
								
									
										78
									
								
								comfy-nodes/external_vid.py
									
									
									
									
									
										Normal file
									
								
							
							
						
						
									
										78
									
								
								comfy-nodes/external_vid.py
									
									
									
									
									
										Normal file
									
								
							@ -0,0 +1,78 @@
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					import os
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					import folder_paths
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					import uuid
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					from tqdm import tqdm
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					video_extensions = ["webm", "mp4", "mkv", "gif"]
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					class ComfyUIDeployExternalVideo:
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					    @classmethod
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					    def INPUT_TYPES(s):
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					        input_dir = folder_paths.get_input_directory()
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					        files = []
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					        for f in os.listdir(input_dir):
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					            if os.path.isfile(os.path.join(input_dir, f)):
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					                file_parts = f.split(".")
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					                if len(file_parts) > 1 and (file_parts[-1] in video_extensions):
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					                    files.append(f)
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					        return {
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					            "required": {
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					                "input_id": (
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					                    "STRING",
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					                    {"multiline": False, "default": "input_video"},
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					                ),
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					            },
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					            "optional": {
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					                "meta_batch": ("VHS_BatchManager",),
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					                "default_value": (sorted(files),),
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					            },
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					        }
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					    CATEGORY = "Video Helper Suite 🎥🅥🅗🅢"
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					    RETURN_TYPES = ("STRING",)
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					    RETURN_NAMES = ("video")
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					    FUNCTION = "load_video"
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					    def load_video(self, input_id, default_value):
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					        input_dir = folder_paths.get_input_directory()
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					        if input_id.startswith("http"):
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					            import requests
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					            print("Fetching video from URL: ", input_id)
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					            response = requests.get(input_id, stream=True)
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					            file_size = int(response.headers.get("Content-Length", 0))
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					            file_extension = input_id.split(".")[-1].split("?")[
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					                0
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					            ]  # Extract extension and handle URLs with parameters
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					            if file_extension not in video_extensions:
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					                file_extension = ".mp4"
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					            unique_filename = str(uuid.uuid4()) + "." + file_extension
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					            video_path = os.path.join(input_dir, unique_filename)
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					            chunk_size = 1024  # 1 Kibibyte
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					            num_bars = int(file_size / chunk_size)
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					            with open(video_path, "wb") as out_file:
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					                for chunk in tqdm(
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					                    response.iter_content(chunk_size=chunk_size),
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					                    total=num_bars,
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					                    unit="KB",
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					                    desc="Downloading",
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					                    leave=True,
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					                ):
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					                    out_file.write(chunk)
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					        else:
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					            video_path = os.path.abspath(os.path.join(input_dir, default_value))
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					        return (video_path,)
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					NODE_CLASS_MAPPINGS = {"ComfyUIDeployExternalVid": ComfyUIDeployExternalVideo}
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					NODE_DISPLAY_NAME_MAPPINGS = {
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					    "ComfyUIDeployExternalVid": "External Video (ComfyUI Deploy) path"
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					}
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@ -19,28 +19,35 @@ import uuid
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import server
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					import server
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from tqdm import tqdm
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					from tqdm import tqdm
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BIGMIN = -(2**53-1)
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					BIGMIN = -(2**53 - 1)
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BIGMAX = (2**53-1)
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					BIGMAX = 2**53 - 1
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DIMMAX = 8192
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					DIMMAX = 8192
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def ffmpeg_suitability(path):
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					def ffmpeg_suitability(path):
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    try:
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					    try:
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        version = subprocess.run([path, "-version"], check=True,
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					        version = subprocess.run(
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                                 capture_output=True).stdout.decode("utf-8")
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					            [path, "-version"], check=True, capture_output=True
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					        ).stdout.decode("utf-8")
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    except:
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					    except:
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        return 0
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					        return 0
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    score = 0
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					    score = 0
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    #rough layout of the importance of various features
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					    # rough layout of the importance of various features
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    simple_criterion = [("libvpx", 20),("264",10), ("265",3),
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					    simple_criterion = [
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                        ("svtav1",5),("libopus", 1)]
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					        ("libvpx", 20),
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					        ("264", 10),
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					        ("265", 3),
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					        ("svtav1", 5),
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					        ("libopus", 1),
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					    ]
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    for criterion in simple_criterion:
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					    for criterion in simple_criterion:
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        if version.find(criterion[0]) >= 0:
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					        if version.find(criterion[0]) >= 0:
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            score += criterion[1]
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					            score += criterion[1]
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    #obtain rough compile year from copyright information
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					    # obtain rough compile year from copyright information
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    copyright_index = version.find('2000-2')
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					    copyright_index = version.find("2000-2")
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    if copyright_index >= 0:
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					    if copyright_index >= 0:
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        copyright_year = version[copyright_index+6:copyright_index+9]
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					        copyright_year = version[copyright_index + 6 : copyright_index + 9]
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        if copyright_year.isnumeric():
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					        if copyright_year.isnumeric():
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            score += int(copyright_year)
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					            score += int(copyright_year)
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    return score
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					    return score
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@ -52,6 +59,7 @@ else:
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    ffmpeg_paths = []
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					    ffmpeg_paths = []
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    try:
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					    try:
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        from imageio_ffmpeg import get_ffmpeg_exe
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					        from imageio_ffmpeg import get_ffmpeg_exe
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        imageio_ffmpeg_path = get_ffmpeg_exe()
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					        imageio_ffmpeg_path = get_ffmpeg_exe()
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        ffmpeg_paths.append(imageio_ffmpeg_path)
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					        ffmpeg_paths.append(imageio_ffmpeg_path)
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    except:
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					    except:
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@ -70,8 +78,8 @@ else:
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        if len(ffmpeg_paths) == 0:
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					        if len(ffmpeg_paths) == 0:
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            ffmpeg_path = None
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					            ffmpeg_path = None
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        elif len(ffmpeg_paths) == 1:
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					        elif len(ffmpeg_paths) == 1:
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            #Evaluation of suitability isn't required, can take sole option
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					            # Evaluation of suitability isn't required, can take sole option
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            #to reduce startup time
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					            # to reduce startup time
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            ffmpeg_path = ffmpeg_paths[0]
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					            ffmpeg_path = ffmpeg_paths[0]
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        else:
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					        else:
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            ffmpeg_path = max(ffmpeg_paths, key=ffmpeg_suitability)
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					            ffmpeg_path = max(ffmpeg_paths, key=ffmpeg_suitability)
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@ -81,7 +89,13 @@ if gifski_path is None:
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    if gifski_path is None:
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					    if gifski_path is None:
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        gifski_path = shutil.which("gifski")
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					        gifski_path = shutil.which("gifski")
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def get_sorted_dir_files_from_directory(directory: str, skip_first_images: int=0, select_every_nth: int=1, extensions: Iterable=None):
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					def get_sorted_dir_files_from_directory(
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					    directory: str,
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					    skip_first_images: int = 0,
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					    select_every_nth: int = 1,
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					    extensions: Iterable = None,
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					):
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    directory = directory.strip()
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					    directory = directory.strip()
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    dir_files = os.listdir(directory)
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					    dir_files = os.listdir(directory)
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    dir_files = sorted(dir_files)
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					    dir_files = sorted(dir_files)
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@ -104,53 +118,64 @@ def get_sorted_dir_files_from_directory(directory: str, skip_first_images: int=0
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# modified from https://stackoverflow.com/questions/22058048/hashing-a-file-in-python
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					# modified from https://stackoverflow.com/questions/22058048/hashing-a-file-in-python
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def calculate_file_hash(filename: str, hash_every_n: int = 1):
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					def calculate_file_hash(filename: str, hash_every_n: int = 1):
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    #Larger video files were taking >.5 seconds to hash even when cached,
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					    # Larger video files were taking >.5 seconds to hash even when cached,
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    #so instead the modified time from the filesystem is used as a hash
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					    # so instead the modified time from the filesystem is used as a hash
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    h = hashlib.sha256()
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					    h = hashlib.sha256()
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    h.update(filename.encode())
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					    h.update(filename.encode())
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    h.update(str(os.path.getmtime(filename)).encode())
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					    h.update(str(os.path.getmtime(filename)).encode())
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    return h.hexdigest()
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					    return h.hexdigest()
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prompt_queue = server.PromptServer.instance.prompt_queue
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					prompt_queue = server.PromptServer.instance.prompt_queue
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def requeue_workflow_unchecked():
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					def requeue_workflow_unchecked():
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    """Requeues the current workflow without checking for multiple requeues"""
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					    """Requeues the current workflow without checking for multiple requeues"""
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    currently_running = prompt_queue.currently_running
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					    currently_running = prompt_queue.currently_running
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    (_, _, prompt, extra_data, outputs_to_execute) = next(iter(currently_running.values()))
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					    (_, _, prompt, extra_data, outputs_to_execute) = next(
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					        iter(currently_running.values())
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					    )
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    #Ensure batch_managers are marked stale
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					    # Ensure batch_managers are marked stale
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    prompt = prompt.copy()
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					    prompt = prompt.copy()
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    for uid in prompt:
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					    for uid in prompt:
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        if prompt[uid]['class_type'] == 'VHS_BatchManager':
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					        if prompt[uid]["class_type"] == "VHS_BatchManager":
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            prompt[uid]['inputs']['requeue'] = prompt[uid]['inputs'].get('requeue',0)+1
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					            prompt[uid]["inputs"]["requeue"] = (
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					                prompt[uid]["inputs"].get("requeue", 0) + 1
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					            )
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    #execution.py has guards for concurrency, but server doesn't.
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					    # execution.py has guards for concurrency, but server doesn't.
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    #TODO: Check that this won't be an issue
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					    # TODO: Check that this won't be an issue
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    number = -server.PromptServer.instance.number
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					    number = -server.PromptServer.instance.number
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    server.PromptServer.instance.number += 1
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					    server.PromptServer.instance.number += 1
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    prompt_id = str(server.uuid.uuid4())
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					    prompt_id = str(server.uuid.uuid4())
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    prompt_queue.put((number, prompt_id, prompt, extra_data, outputs_to_execute))
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					    prompt_queue.put((number, prompt_id, prompt, extra_data, outputs_to_execute))
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 | 
					
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requeue_guard = [None, 0, 0, {}]
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					requeue_guard = [None, 0, 0, {}]
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def requeue_workflow(requeue_required=(-1,True)):
 | 
					
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    assert(len(prompt_queue.currently_running) == 1)
 | 
					
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 | 
					def requeue_workflow(requeue_required=(-1, True)):
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 | 
					    assert len(prompt_queue.currently_running) == 1
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    global requeue_guard
 | 
					    global requeue_guard
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    (run_number, _, prompt, _, _) = next(iter(prompt_queue.currently_running.values()))
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					    (run_number, _, prompt, _, _) = next(iter(prompt_queue.currently_running.values()))
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    if requeue_guard[0] != run_number:
 | 
					    if requeue_guard[0] != run_number:
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        #Calculate a count of how many outputs are managed by a batch manager
 | 
					        # Calculate a count of how many outputs are managed by a batch manager
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        managed_outputs=0
 | 
					        managed_outputs = 0
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        for bm_uid in prompt:
 | 
					        for bm_uid in prompt:
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            if prompt[bm_uid]['class_type'] == 'VHS_BatchManager':
 | 
					            if prompt[bm_uid]["class_type"] == "VHS_BatchManager":
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                for output_uid in prompt:
 | 
					                for output_uid in prompt:
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                    if prompt[output_uid]['class_type'] in ["VHS_VideoCombine"]:
 | 
					                    if prompt[output_uid]["class_type"] in ["VHS_VideoCombine"]:
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                        for inp in prompt[output_uid]['inputs'].values():
 | 
					                        for inp in prompt[output_uid]["inputs"].values():
 | 
				
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                            if inp == [bm_uid, 0]:
 | 
					                            if inp == [bm_uid, 0]:
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                                managed_outputs+=1
 | 
					                                managed_outputs += 1
 | 
				
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        requeue_guard = [run_number, 0, managed_outputs, {}]
 | 
					        requeue_guard = [run_number, 0, managed_outputs, {}]
 | 
				
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    requeue_guard[1] = requeue_guard[1]+1
 | 
					    requeue_guard[1] = requeue_guard[1] + 1
 | 
				
			||||||
    requeue_guard[3][requeue_required[0]] = requeue_required[1]
 | 
					    requeue_guard[3][requeue_required[0]] = requeue_required[1]
 | 
				
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    if requeue_guard[1] == requeue_guard[2] and max(requeue_guard[3].values()):
 | 
					    if requeue_guard[1] == requeue_guard[2] and max(requeue_guard[3].values()):
 | 
				
			||||||
        requeue_workflow_unchecked()
 | 
					        requeue_workflow_unchecked()
 | 
				
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 | 
					
 | 
				
			||||||
 | 
					
 | 
				
			||||||
def get_audio(file, start_time=0, duration=0):
 | 
					def get_audio(file, start_time=0, duration=0):
 | 
				
			||||||
    args = [ffmpeg_path, "-v", "error", "-i", file]
 | 
					    args = [ffmpeg_path, "-v", "error", "-i", file]
 | 
				
			||||||
    if start_time > 0:
 | 
					    if start_time > 0:
 | 
				
			||||||
@ -158,8 +183,9 @@ def get_audio(file, start_time=0, duration=0):
 | 
				
			|||||||
    if duration > 0:
 | 
					    if duration > 0:
 | 
				
			||||||
        args += ["-t", str(duration)]
 | 
					        args += ["-t", str(duration)]
 | 
				
			||||||
    try:
 | 
					    try:
 | 
				
			||||||
        res =  subprocess.run(args + ["-f", "wav", "-"],
 | 
					        res = subprocess.run(
 | 
				
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                              stdout=subprocess.PIPE, check=True).stdout
 | 
					            args + ["-f", "wav", "-"], stdout=subprocess.PIPE, check=True
 | 
				
			||||||
 | 
					        ).stdout
 | 
				
			||||||
    except subprocess.CalledProcessError as e:
 | 
					    except subprocess.CalledProcessError as e:
 | 
				
			||||||
        return False
 | 
					        return False
 | 
				
			||||||
    return res
 | 
					    return res
 | 
				
			||||||
@ -170,90 +196,105 @@ def lazy_eval(func):
 | 
				
			|||||||
        def __init__(self, func):
 | 
					        def __init__(self, func):
 | 
				
			||||||
            self.res = None
 | 
					            self.res = None
 | 
				
			||||||
            self.func = func
 | 
					            self.func = func
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        def get(self):
 | 
					        def get(self):
 | 
				
			||||||
            if self.res is None:
 | 
					            if self.res is None:
 | 
				
			||||||
                self.res = self.func()
 | 
					                self.res = self.func()
 | 
				
			||||||
            return self.res
 | 
					            return self.res
 | 
				
			||||||
 | 
					
 | 
				
			||||||
    cache = Cache(func)
 | 
					    cache = Cache(func)
 | 
				
			||||||
    return lambda : cache.get()
 | 
					    return lambda: cache.get()
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					
 | 
				
			||||||
def is_url(url):
 | 
					def is_url(url):
 | 
				
			||||||
    return url.split("://")[0] in ["http", "https"]
 | 
					    return url.split("://")[0] in ["http", "https"]
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					
 | 
				
			||||||
def validate_sequence(path):
 | 
					def validate_sequence(path):
 | 
				
			||||||
    #Check if path is a valid ffmpeg sequence that points to at least one file
 | 
					    # Check if path is a valid ffmpeg sequence that points to at least one file
 | 
				
			||||||
    (path, file) = os.path.split(path)
 | 
					    (path, file) = os.path.split(path)
 | 
				
			||||||
    if not os.path.isdir(path):
 | 
					    if not os.path.isdir(path):
 | 
				
			||||||
        return False
 | 
					        return False
 | 
				
			||||||
    match = re.search('%0?\d+d', file)
 | 
					    match = re.search("%0?\d+d", file)
 | 
				
			||||||
    if not match:
 | 
					    if not match:
 | 
				
			||||||
        return False
 | 
					        return False
 | 
				
			||||||
    seq = match.group()
 | 
					    seq = match.group()
 | 
				
			||||||
    if seq == '%d':
 | 
					    if seq == "%d":
 | 
				
			||||||
        seq = '\\\\d+'
 | 
					        seq = "\\\\d+"
 | 
				
			||||||
    else:
 | 
					    else:
 | 
				
			||||||
        seq = '\\\\d{%s}' % seq[1:-1]
 | 
					        seq = "\\\\d{%s}" % seq[1:-1]
 | 
				
			||||||
    file_matcher = re.compile(re.sub('%0?\d+d', seq, file))
 | 
					    file_matcher = re.compile(re.sub("%0?\d+d", seq, file))
 | 
				
			||||||
    for file in os.listdir(path):
 | 
					    for file in os.listdir(path):
 | 
				
			||||||
        if file_matcher.fullmatch(file):
 | 
					        if file_matcher.fullmatch(file):
 | 
				
			||||||
            return True
 | 
					            return True
 | 
				
			||||||
    return False
 | 
					    return False
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					
 | 
				
			||||||
def hash_path(path):
 | 
					def hash_path(path):
 | 
				
			||||||
    if path is None:
 | 
					    if path is None:
 | 
				
			||||||
        return "input"
 | 
					        return "input"
 | 
				
			||||||
    if is_url(path):
 | 
					    if is_url(path):
 | 
				
			||||||
        return "url"
 | 
					        return "url"
 | 
				
			||||||
    return calculate_file_hash(path.strip("\""))
 | 
					    return calculate_file_hash(path.strip('"'))
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					
 | 
				
			||||||
def validate_path(path, allow_none=False, allow_url=True):
 | 
					def validate_path(path, allow_none=False, allow_url=True):
 | 
				
			||||||
    if path is None:
 | 
					    if path is None:
 | 
				
			||||||
        return allow_none
 | 
					        return allow_none
 | 
				
			||||||
    if is_url(path):
 | 
					    if is_url(path):
 | 
				
			||||||
        #Probably not feasible to check if url resolves here
 | 
					        # Probably not feasible to check if url resolves here
 | 
				
			||||||
        return True if allow_url else "URLs are unsupported for this path"
 | 
					        return True if allow_url else "URLs are unsupported for this path"
 | 
				
			||||||
    if not os.path.isfile(path.strip("\"")):
 | 
					    if not os.path.isfile(path.strip('"')):
 | 
				
			||||||
        return "Invalid file path: {}".format(path)
 | 
					        return "Invalid file path: {}".format(path)
 | 
				
			||||||
    return True
 | 
					    return True
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					
 | 
				
			||||||
### Utils
 | 
					### Utils
 | 
				
			||||||
 | 
					
 | 
				
			||||||
video_extensions = ['webm', 'mp4', 'mkv', 'gif']
 | 
					video_extensions = ["webm", "mp4", "mkv", "gif"]
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					
 | 
				
			||||||
def is_gif(filename) -> bool:
 | 
					def is_gif(filename) -> bool:
 | 
				
			||||||
    file_parts = filename.split('.')
 | 
					    file_parts = filename.split(".")
 | 
				
			||||||
    return len(file_parts) > 1 and file_parts[-1] == "gif"
 | 
					    return len(file_parts) > 1 and file_parts[-1] == "gif"
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					
 | 
				
			||||||
def target_size(width, height, force_size, custom_width, custom_height) -> tuple[int, int]:
 | 
					def target_size(
 | 
				
			||||||
 | 
					    width, height, force_size, custom_width, custom_height
 | 
				
			||||||
 | 
					) -> tuple[int, int]:
 | 
				
			||||||
    if force_size == "Custom":
 | 
					    if force_size == "Custom":
 | 
				
			||||||
        return (custom_width, custom_height)
 | 
					        return (custom_width, custom_height)
 | 
				
			||||||
    elif force_size == "Custom Height":
 | 
					    elif force_size == "Custom Height":
 | 
				
			||||||
        force_size = "?x"+str(custom_height)
 | 
					        force_size = "?x" + str(custom_height)
 | 
				
			||||||
    elif force_size == "Custom Width":
 | 
					    elif force_size == "Custom Width":
 | 
				
			||||||
        force_size = str(custom_width)+"x?"
 | 
					        force_size = str(custom_width) + "x?"
 | 
				
			||||||
 | 
					
 | 
				
			||||||
    if force_size != "Disabled":
 | 
					    if force_size != "Disabled":
 | 
				
			||||||
        force_size = force_size.split("x")
 | 
					        force_size = force_size.split("x")
 | 
				
			||||||
        if force_size[0] == "?":
 | 
					        if force_size[0] == "?":
 | 
				
			||||||
            width = (width*int(force_size[1]))//height
 | 
					            width = (width * int(force_size[1])) // height
 | 
				
			||||||
            #Limit to a multple of 8 for latent conversion
 | 
					            # Limit to a multple of 8 for latent conversion
 | 
				
			||||||
            width = int(width)+4 & ~7
 | 
					            width = int(width) + 4 & ~7
 | 
				
			||||||
            height = int(force_size[1])
 | 
					            height = int(force_size[1])
 | 
				
			||||||
        elif force_size[1] == "?":
 | 
					        elif force_size[1] == "?":
 | 
				
			||||||
            height = (height*int(force_size[0]))//width
 | 
					            height = (height * int(force_size[0])) // width
 | 
				
			||||||
            height = int(height)+4 & ~7
 | 
					            height = int(height) + 4 & ~7
 | 
				
			||||||
            width = int(force_size[0])
 | 
					            width = int(force_size[0])
 | 
				
			||||||
        else:
 | 
					        else:
 | 
				
			||||||
            width = int(force_size[0])
 | 
					            width = int(force_size[0])
 | 
				
			||||||
            height = int(force_size[1])
 | 
					            height = int(force_size[1])
 | 
				
			||||||
    return (width, height)
 | 
					    return (width, height)
 | 
				
			||||||
 | 
					
 | 
				
			||||||
def cv_frame_generator(video, force_rate, frame_load_cap, skip_first_frames,
 | 
					
 | 
				
			||||||
                       select_every_nth, meta_batch=None, unique_id=None):
 | 
					def cv_frame_generator(
 | 
				
			||||||
 | 
					    video,
 | 
				
			||||||
 | 
					    force_rate,
 | 
				
			||||||
 | 
					    frame_load_cap,
 | 
				
			||||||
 | 
					    skip_first_frames,
 | 
				
			||||||
 | 
					    select_every_nth,
 | 
				
			||||||
 | 
					    meta_batch=None,
 | 
				
			||||||
 | 
					    unique_id=None,
 | 
				
			||||||
 | 
					):
 | 
				
			||||||
    video_cap = cv2.VideoCapture(video)
 | 
					    video_cap = cv2.VideoCapture(video)
 | 
				
			||||||
    if not video_cap.isOpened():
 | 
					    if not video_cap.isOpened():
 | 
				
			||||||
        raise ValueError(f"{video} could not be loaded with cv.")
 | 
					        raise ValueError(f"{video} could not be loaded with cv.")
 | 
				
			||||||
@ -275,11 +316,11 @@ def cv_frame_generator(video, force_rate, frame_load_cap, skip_first_frames,
 | 
				
			|||||||
    if force_rate == 0:
 | 
					    if force_rate == 0:
 | 
				
			||||||
        target_frame_time = base_frame_time
 | 
					        target_frame_time = base_frame_time
 | 
				
			||||||
    else:
 | 
					    else:
 | 
				
			||||||
        target_frame_time = 1/force_rate
 | 
					        target_frame_time = 1 / force_rate
 | 
				
			||||||
 | 
					
 | 
				
			||||||
    yield (width, height, fps, duration, total_frames, target_frame_time)
 | 
					    yield (width, height, fps, duration, total_frames, target_frame_time)
 | 
				
			||||||
 | 
					
 | 
				
			||||||
    time_offset=target_frame_time - base_frame_time
 | 
					    time_offset = target_frame_time - base_frame_time
 | 
				
			||||||
    while video_cap.isOpened():
 | 
					    while video_cap.isOpened():
 | 
				
			||||||
        if time_offset < target_frame_time:
 | 
					        if time_offset < target_frame_time:
 | 
				
			||||||
            is_returned = video_cap.grab()
 | 
					            is_returned = video_cap.grab()
 | 
				
			||||||
@ -298,7 +339,7 @@ def cv_frame_generator(video, force_rate, frame_load_cap, skip_first_frames,
 | 
				
			|||||||
            total_frames_evaluated += 1
 | 
					            total_frames_evaluated += 1
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        # if should not be selected, skip doing anything with frame
 | 
					        # if should not be selected, skip doing anything with frame
 | 
				
			||||||
        if total_frames_evaluated%select_every_nth != 0:
 | 
					        if total_frames_evaluated % select_every_nth != 0:
 | 
				
			||||||
            continue
 | 
					            continue
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        # opencv loads images in BGR format (yuck), so need to convert to RGB for ComfyUI use
 | 
					        # opencv loads images in BGR format (yuck), so need to convert to RGB for ComfyUI use
 | 
				
			||||||
@ -312,7 +353,7 @@ def cv_frame_generator(video, force_rate, frame_load_cap, skip_first_frames,
 | 
				
			|||||||
        if prev_frame is not None:
 | 
					        if prev_frame is not None:
 | 
				
			||||||
            inp = yield prev_frame
 | 
					            inp = yield prev_frame
 | 
				
			||||||
            if inp is not None:
 | 
					            if inp is not None:
 | 
				
			||||||
                #ensure the finally block is called
 | 
					                # ensure the finally block is called
 | 
				
			||||||
                return
 | 
					                return
 | 
				
			||||||
        prev_frame = frame
 | 
					        prev_frame = frame
 | 
				
			||||||
        frames_added += 1
 | 
					        frames_added += 1
 | 
				
			||||||
@ -325,39 +366,70 @@ def cv_frame_generator(video, force_rate, frame_load_cap, skip_first_frames,
 | 
				
			|||||||
    if prev_frame is not None:
 | 
					    if prev_frame is not None:
 | 
				
			||||||
        yield prev_frame
 | 
					        yield prev_frame
 | 
				
			||||||
 | 
					
 | 
				
			||||||
def load_video_cv(video: str, force_rate: int, force_size: str,
 | 
					
 | 
				
			||||||
                  custom_width: int,custom_height: int, frame_load_cap: int,
 | 
					def load_video_cv(
 | 
				
			||||||
                  skip_first_frames: int, select_every_nth: int,
 | 
					    video: str,
 | 
				
			||||||
                  meta_batch=None, unique_id=None):
 | 
					    force_rate: int,
 | 
				
			||||||
 | 
					    force_size: str,
 | 
				
			||||||
 | 
					    custom_width: int,
 | 
				
			||||||
 | 
					    custom_height: int,
 | 
				
			||||||
 | 
					    frame_load_cap: int,
 | 
				
			||||||
 | 
					    skip_first_frames: int,
 | 
				
			||||||
 | 
					    select_every_nth: int,
 | 
				
			||||||
 | 
					    meta_batch=None,
 | 
				
			||||||
 | 
					    unique_id=None,
 | 
				
			||||||
 | 
					):
 | 
				
			||||||
    if meta_batch is None or unique_id not in meta_batch.inputs:
 | 
					    if meta_batch is None or unique_id not in meta_batch.inputs:
 | 
				
			||||||
        gen = cv_frame_generator(video, force_rate, frame_load_cap, skip_first_frames,
 | 
					        gen = cv_frame_generator(
 | 
				
			||||||
                                 select_every_nth, meta_batch, unique_id)
 | 
					            video,
 | 
				
			||||||
 | 
					            force_rate,
 | 
				
			||||||
 | 
					            frame_load_cap,
 | 
				
			||||||
 | 
					            skip_first_frames,
 | 
				
			||||||
 | 
					            select_every_nth,
 | 
				
			||||||
 | 
					            meta_batch,
 | 
				
			||||||
 | 
					            unique_id,
 | 
				
			||||||
 | 
					        )
 | 
				
			||||||
        (width, height, fps, duration, total_frames, target_frame_time) = next(gen)
 | 
					        (width, height, fps, duration, total_frames, target_frame_time) = next(gen)
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        if meta_batch is not None:
 | 
					        if meta_batch is not None:
 | 
				
			||||||
            meta_batch.inputs[unique_id] = (gen, width, height, fps, duration, total_frames, target_frame_time)
 | 
					            meta_batch.inputs[unique_id] = (
 | 
				
			||||||
 | 
					                gen,
 | 
				
			||||||
 | 
					                width,
 | 
				
			||||||
 | 
					                height,
 | 
				
			||||||
 | 
					                fps,
 | 
				
			||||||
 | 
					                duration,
 | 
				
			||||||
 | 
					                total_frames,
 | 
				
			||||||
 | 
					                target_frame_time,
 | 
				
			||||||
 | 
					            )
 | 
				
			||||||
 | 
					
 | 
				
			||||||
    else:
 | 
					    else:
 | 
				
			||||||
        (gen, width, height, fps, duration, total_frames, target_frame_time) = meta_batch.inputs[unique_id]
 | 
					        (gen, width, height, fps, duration, total_frames, target_frame_time) = (
 | 
				
			||||||
 | 
					            meta_batch.inputs[unique_id]
 | 
				
			||||||
 | 
					        )
 | 
				
			||||||
 | 
					
 | 
				
			||||||
    if meta_batch is not None:
 | 
					    if meta_batch is not None:
 | 
				
			||||||
        gen = itertools.islice(gen, meta_batch.frames_per_batch)
 | 
					        gen = itertools.islice(gen, meta_batch.frames_per_batch)
 | 
				
			||||||
 | 
					
 | 
				
			||||||
    #Some minor wizardry to eliminate a copy and reduce max memory by a factor of ~2
 | 
					    # Some minor wizardry to eliminate a copy and reduce max memory by a factor of ~2
 | 
				
			||||||
    images = torch.from_numpy(np.fromiter(gen, np.dtype((np.float32, (height, width, 3)))))
 | 
					    images = torch.from_numpy(
 | 
				
			||||||
 | 
					        np.fromiter(gen, np.dtype((np.float32, (height, width, 3))))
 | 
				
			||||||
 | 
					    )
 | 
				
			||||||
    if len(images) == 0:
 | 
					    if len(images) == 0:
 | 
				
			||||||
        raise RuntimeError("No frames generated")
 | 
					        raise RuntimeError("No frames generated")
 | 
				
			||||||
    if force_size != "Disabled":
 | 
					    if force_size != "Disabled":
 | 
				
			||||||
        new_size = target_size(width, height, force_size, custom_width, custom_height)
 | 
					        new_size = target_size(width, height, force_size, custom_width, custom_height)
 | 
				
			||||||
        if new_size[0] != width or new_size[1] != height:
 | 
					        if new_size[0] != width or new_size[1] != height:
 | 
				
			||||||
            s = images.movedim(-1,1)
 | 
					            s = images.movedim(-1, 1)
 | 
				
			||||||
            s = common_upscale(s, new_size[0], new_size[1], "lanczos", "center")
 | 
					            s = common_upscale(s, new_size[0], new_size[1], "lanczos", "center")
 | 
				
			||||||
            images = s.movedim(1,-1)
 | 
					            images = s.movedim(1, -1)
 | 
				
			||||||
 | 
					
 | 
				
			||||||
    #Setup lambda for lazy audio capture
 | 
					    # Setup lambda for lazy audio capture
 | 
				
			||||||
    audio = lambda : get_audio(video, skip_first_frames * target_frame_time,
 | 
					    audio = lambda: get_audio(
 | 
				
			||||||
                               frame_load_cap*target_frame_time*select_every_nth)
 | 
					        video,
 | 
				
			||||||
    #Adjust target_frame_time for select_every_nth
 | 
					        skip_first_frames * target_frame_time,
 | 
				
			||||||
 | 
					        frame_load_cap * target_frame_time * select_every_nth,
 | 
				
			||||||
 | 
					    )
 | 
				
			||||||
 | 
					    # Adjust target_frame_time for select_every_nth
 | 
				
			||||||
    target_frame_time *= select_every_nth
 | 
					    target_frame_time *= select_every_nth
 | 
				
			||||||
    video_info = {
 | 
					    video_info = {
 | 
				
			||||||
        "source_fps": fps,
 | 
					        "source_fps": fps,
 | 
				
			||||||
@ -365,7 +437,7 @@ def load_video_cv(video: str, force_rate: int, force_size: str,
 | 
				
			|||||||
        "source_duration": duration,
 | 
					        "source_duration": duration,
 | 
				
			||||||
        "source_width": width,
 | 
					        "source_width": width,
 | 
				
			||||||
        "source_height": height,
 | 
					        "source_height": height,
 | 
				
			||||||
        "loaded_fps": 1/target_frame_time,
 | 
					        "loaded_fps": 1 / target_frame_time,
 | 
				
			||||||
        "loaded_frame_count": len(images),
 | 
					        "loaded_frame_count": len(images),
 | 
				
			||||||
        "loaded_duration": len(images) * target_frame_time,
 | 
					        "loaded_duration": len(images) * target_frame_time,
 | 
				
			||||||
        "loaded_width": images.shape[2],
 | 
					        "loaded_width": images.shape[2],
 | 
				
			||||||
@ -382,60 +454,100 @@ class ComfyUIDeployExternalVideo:
 | 
				
			|||||||
        files = []
 | 
					        files = []
 | 
				
			||||||
        for f in os.listdir(input_dir):
 | 
					        for f in os.listdir(input_dir):
 | 
				
			||||||
            if os.path.isfile(os.path.join(input_dir, f)):
 | 
					            if os.path.isfile(os.path.join(input_dir, f)):
 | 
				
			||||||
                file_parts = f.split('.')
 | 
					                file_parts = f.split(".")
 | 
				
			||||||
                if len(file_parts) > 1 and (file_parts[-1] in video_extensions):
 | 
					                if len(file_parts) > 1 and (file_parts[-1] in video_extensions):
 | 
				
			||||||
                    files.append(f)
 | 
					                    files.append(f)
 | 
				
			||||||
        return {"required": {
 | 
					        return {
 | 
				
			||||||
 | 
					            "required": {
 | 
				
			||||||
                "input_id": (
 | 
					                "input_id": (
 | 
				
			||||||
                    "STRING",
 | 
					                    "STRING",
 | 
				
			||||||
                    {"multiline": False, "default": "input_video"},
 | 
					                    {"multiline": False, "default": "input_video"},
 | 
				
			||||||
                ),
 | 
					                ),
 | 
				
			||||||
                "force_rate": ("INT", {"default": 0, "min": 0, "max": 60, "step": 1}),
 | 
					                "force_rate": ("INT", {"default": 0, "min": 0, "max": 60, "step": 1}),
 | 
				
			||||||
                     "force_size": (["Disabled", "Custom Height", "Custom Width", "Custom", "256x?", "?x256", "256x256", "512x?", "?x512", "512x512"],),
 | 
					                "force_size": (
 | 
				
			||||||
                     "custom_width": ("INT", {"default": 512, "min": 0, "max": DIMMAX, "step": 8}),
 | 
					                    [
 | 
				
			||||||
                     "custom_height": ("INT", {"default": 512, "min": 0, "max": DIMMAX, "step": 8}),
 | 
					                        "Disabled",
 | 
				
			||||||
                     "frame_load_cap": ("INT", {"default": 0, "min": 0, "max": BIGMAX, "step": 1}),
 | 
					                        "Custom Height",
 | 
				
			||||||
                     "skip_first_frames": ("INT", {"default": 0, "min": 0, "max": BIGMAX, "step": 1}),
 | 
					                        "Custom Width",
 | 
				
			||||||
                     "select_every_nth": ("INT", {"default": 1, "min": 1, "max": BIGMAX, "step": 1}),
 | 
					                        "Custom",
 | 
				
			||||||
 | 
					                        "256x?",
 | 
				
			||||||
 | 
					                        "?x256",
 | 
				
			||||||
 | 
					                        "256x256",
 | 
				
			||||||
 | 
					                        "512x?",
 | 
				
			||||||
 | 
					                        "?x512",
 | 
				
			||||||
 | 
					                        "512x512",
 | 
				
			||||||
 | 
					                    ],
 | 
				
			||||||
 | 
					                ),
 | 
				
			||||||
 | 
					                "custom_width": (
 | 
				
			||||||
 | 
					                    "INT",
 | 
				
			||||||
 | 
					                    {"default": 512, "min": 0, "max": DIMMAX, "step": 8},
 | 
				
			||||||
 | 
					                ),
 | 
				
			||||||
 | 
					                "custom_height": (
 | 
				
			||||||
 | 
					                    "INT",
 | 
				
			||||||
 | 
					                    {"default": 512, "min": 0, "max": DIMMAX, "step": 8},
 | 
				
			||||||
 | 
					                ),
 | 
				
			||||||
 | 
					                "frame_load_cap": (
 | 
				
			||||||
 | 
					                    "INT",
 | 
				
			||||||
 | 
					                    {"default": 0, "min": 0, "max": BIGMAX, "step": 1},
 | 
				
			||||||
 | 
					                ),
 | 
				
			||||||
 | 
					                "skip_first_frames": (
 | 
				
			||||||
 | 
					                    "INT",
 | 
				
			||||||
 | 
					                    {"default": 0, "min": 0, "max": BIGMAX, "step": 1},
 | 
				
			||||||
 | 
					                ),
 | 
				
			||||||
 | 
					                "select_every_nth": (
 | 
				
			||||||
 | 
					                    "INT",
 | 
				
			||||||
 | 
					                    {"default": 1, "min": 1, "max": BIGMAX, "step": 1},
 | 
				
			||||||
 | 
					                ),
 | 
				
			||||||
            },
 | 
					            },
 | 
				
			||||||
            "optional": {
 | 
					            "optional": {
 | 
				
			||||||
                "meta_batch": ("VHS_BatchManager",),
 | 
					                "meta_batch": ("VHS_BatchManager",),
 | 
				
			||||||
                "default_value": (sorted(files),),
 | 
					                "default_value": (sorted(files),),
 | 
				
			||||||
            },
 | 
					            },
 | 
				
			||||||
                "hidden": {
 | 
					            "hidden": {"unique_id": "UNIQUE_ID"},
 | 
				
			||||||
                    "unique_id": "UNIQUE_ID"
 | 
					 | 
				
			||||||
                },
 | 
					 | 
				
			||||||
        }
 | 
					        }
 | 
				
			||||||
 | 
					
 | 
				
			||||||
    CATEGORY = "Video Helper Suite 🎥🅥🅗🅢"
 | 
					    CATEGORY = "Video Helper Suite 🎥🅥🅗🅢"
 | 
				
			||||||
 | 
					
 | 
				
			||||||
    RETURN_TYPES = ("IMAGE", "INT", "VHS_AUDIO", "VHS_VIDEOINFO",)
 | 
					    RETURN_TYPES = (
 | 
				
			||||||
    RETURN_NAMES = ("IMAGE", "frame_count", "audio", "video_info",)
 | 
					        "IMAGE",
 | 
				
			||||||
 | 
					        "INT",
 | 
				
			||||||
 | 
					        "VHS_AUDIO",
 | 
				
			||||||
 | 
					        "VHS_VIDEOINFO",
 | 
				
			||||||
 | 
					    )
 | 
				
			||||||
 | 
					    RETURN_NAMES = (
 | 
				
			||||||
 | 
					        "IMAGE",
 | 
				
			||||||
 | 
					        "frame_count",
 | 
				
			||||||
 | 
					        "audio",
 | 
				
			||||||
 | 
					        "video_info",
 | 
				
			||||||
 | 
					    )
 | 
				
			||||||
 | 
					
 | 
				
			||||||
    FUNCTION = "load_video"
 | 
					    FUNCTION = "load_video"
 | 
				
			||||||
 | 
					
 | 
				
			||||||
    def load_video(self, **kwargs):
 | 
					    def load_video(self, **kwargs):
 | 
				
			||||||
        input_id = kwargs.get('input_id')
 | 
					        input_id = kwargs.get("input_id")
 | 
				
			||||||
        force_rate = kwargs.get('force_rate')
 | 
					        force_rate = kwargs.get("force_rate")
 | 
				
			||||||
        force_size = kwargs.get('force_size', "Disabled")
 | 
					        force_size = kwargs.get("force_size", "Disabled")
 | 
				
			||||||
        custom_width = kwargs.get('custom_width')
 | 
					        custom_width = kwargs.get("custom_width")
 | 
				
			||||||
        custom_height = kwargs.get('custom_height')
 | 
					        custom_height = kwargs.get("custom_height")
 | 
				
			||||||
        frame_load_cap = kwargs.get('frame_load_cap')
 | 
					        frame_load_cap = kwargs.get("frame_load_cap")
 | 
				
			||||||
        skip_first_frames = kwargs.get('skip_first_frames')
 | 
					        skip_first_frames = kwargs.get("skip_first_frames")
 | 
				
			||||||
        select_every_nth = kwargs.get('select_every_nth')
 | 
					        select_every_nth = kwargs.get("select_every_nth")
 | 
				
			||||||
        meta_batch = kwargs.get('meta_batch')
 | 
					        meta_batch = kwargs.get("meta_batch")
 | 
				
			||||||
        unique_id = kwargs.get('unique_id')
 | 
					        unique_id = kwargs.get("unique_id")
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        video = kwargs.get('default_value')
 | 
					        video = kwargs.get("default_value")
 | 
				
			||||||
        video_path = folder_paths.get_annotated_filepath(video.strip("\""))
 | 
					        video_path = folder_paths.get_annotated_filepath(video.strip('"'))
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        input_dir = folder_paths.get_input_directory()
 | 
					        input_dir = folder_paths.get_input_directory()
 | 
				
			||||||
        if input_id.startswith('http'):
 | 
					        if input_id.startswith("http"):
 | 
				
			||||||
            import requests
 | 
					            import requests
 | 
				
			||||||
 | 
					
 | 
				
			||||||
            print("Fetching video from URL: ", input_id)
 | 
					            print("Fetching video from URL: ", input_id)
 | 
				
			||||||
            response = requests.get(input_id, stream=True)
 | 
					            response = requests.get(input_id, stream=True)
 | 
				
			||||||
            file_size = int(response.headers.get('Content-Length', 0))
 | 
					            file_size = int(response.headers.get("Content-Length", 0))
 | 
				
			||||||
            file_extension = input_id.split('.')[-1].split('?')[0]  # Extract extension and handle URLs with parameters
 | 
					            file_extension = input_id.split(".")[-1].split("?")[
 | 
				
			||||||
 | 
					                0
 | 
				
			||||||
 | 
					            ]  # Extract extension and handle URLs with parameters
 | 
				
			||||||
            if file_extension not in video_extensions:
 | 
					            if file_extension not in video_extensions:
 | 
				
			||||||
                file_extension = ".mp4"
 | 
					                file_extension = ".mp4"
 | 
				
			||||||
 | 
					
 | 
				
			||||||
@ -445,27 +557,38 @@ class ComfyUIDeployExternalVideo:
 | 
				
			|||||||
 | 
					
 | 
				
			||||||
            num_bars = int(file_size / chunk_size)
 | 
					            num_bars = int(file_size / chunk_size)
 | 
				
			||||||
 | 
					
 | 
				
			||||||
            with open(video_path, 'wb') as out_file:
 | 
					            with open(video_path, "wb") as out_file:
 | 
				
			||||||
                for chunk in tqdm(
 | 
					                for chunk in tqdm(
 | 
				
			||||||
                    response.iter_content(chunk_size=chunk_size),
 | 
					                    response.iter_content(chunk_size=chunk_size),
 | 
				
			||||||
                    total=num_bars,
 | 
					                    total=num_bars,
 | 
				
			||||||
                    unit='KB',
 | 
					                    unit="KB",
 | 
				
			||||||
                    desc="Downloading",
 | 
					                    desc="Downloading",
 | 
				
			||||||
                    leave=True 
 | 
					                    leave=True,
 | 
				
			||||||
                ):
 | 
					                ):
 | 
				
			||||||
                    out_file.write(chunk)
 | 
					                    out_file.write(chunk)
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        print("video path: ", video_path)
 | 
					        print("video path: ", video_path)
 | 
				
			||||||
 | 
					
 | 
				
			||||||
        return load_video_cv(video=video_path, force_rate=force_rate, force_size=force_size,
 | 
					        return load_video_cv(
 | 
				
			||||||
                             custom_width=custom_width, custom_height=custom_height, frame_load_cap=frame_load_cap,
 | 
					            video=video_path,
 | 
				
			||||||
                             skip_first_frames=skip_first_frames, select_every_nth=select_every_nth,
 | 
					            force_rate=force_rate,
 | 
				
			||||||
                             meta_batch=meta_batch, unique_id=unique_id)
 | 
					            force_size=force_size,
 | 
				
			||||||
 | 
					            custom_width=custom_width,
 | 
				
			||||||
 | 
					            custom_height=custom_height,
 | 
				
			||||||
 | 
					            frame_load_cap=frame_load_cap,
 | 
				
			||||||
 | 
					            skip_first_frames=skip_first_frames,
 | 
				
			||||||
 | 
					            select_every_nth=select_every_nth,
 | 
				
			||||||
 | 
					            meta_batch=meta_batch,
 | 
				
			||||||
 | 
					            unique_id=unique_id,
 | 
				
			||||||
 | 
					        )
 | 
				
			||||||
 | 
					
 | 
				
			||||||
    @classmethod
 | 
					    @classmethod
 | 
				
			||||||
    def IS_CHANGED(s, video, **kwargs):
 | 
					    def IS_CHANGED(s, video, **kwargs):
 | 
				
			||||||
        image_path = folder_paths.get_annotated_filepath(video)
 | 
					        image_path = folder_paths.get_annotated_filepath(video)
 | 
				
			||||||
        return calculate_file_hash(image_path)
 | 
					        return calculate_file_hash(image_path)
 | 
				
			||||||
 | 
					
 | 
				
			||||||
 | 
					
 | 
				
			||||||
NODE_CLASS_MAPPINGS = {"ComfyUIDeployExternalVideo": ComfyUIDeployExternalVideo}
 | 
					NODE_CLASS_MAPPINGS = {"ComfyUIDeployExternalVideo": ComfyUIDeployExternalVideo}
 | 
				
			||||||
NODE_DISPLAY_NAME_MAPPINGS = {"ComfyUIDeployExternalVideo": "External Video (ComfyUI Deploy)"}
 | 
					NODE_DISPLAY_NAME_MAPPINGS = {
 | 
				
			||||||
 | 
					    "ComfyUIDeployExternalVideo": "External Video (ComfyUI Deploy x VHS)"
 | 
				
			||||||
 | 
					}
 | 
				
			||||||
 | 
				
			|||||||
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		Reference in New Issue
	
	Block a user