1496 lines
37 KiB
Python
1496 lines
37 KiB
Python
import fnmatch
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import json
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import random
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import re
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import secrets
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from pathlib import Path
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__version__ = "1.1.0"
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NODE_DIR = Path(__file__).resolve().parent
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WILDCARD_DIR = NODE_DIR / "wildcards"
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INSERT_PLACEHOLDER = "Select wildcard to insert"
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NO_WILDCARDS = "No wildcards found"
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ROOT_GROUP_NAME = "Root"
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HEADER_PREFIX = "• "
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MAX_SEED = 9007199254740991
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MAX_DROPDOWN_ITEMS = 50000
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SUPPORTED_FILE_EXTENSIONS = [".txt", ".json", ".yaml", ".yml"]
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TOKEN_RE = re.compile(r"__([^\r\n]+?)__")
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_CACHE_SIGNATURE = None
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_CACHE_WILDCARDS = None
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_CACHE_DROPDOWN = None
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def ensure_wildcard_dir():
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try:
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WILDCARD_DIR.mkdir(parents=True, exist_ok=True)
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except Exception as error:
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print(f"[ComfyUI Local Wildcards] Could not create wildcards folder: {error}")
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def normalize_wildcard_name(name):
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name = str(name or "").strip()
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name = name.replace("\\", "/")
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while "//" in name:
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name = name.replace("//", "/")
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if name.startswith("__") and name.endswith("__") and len(name) >= 4:
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name = name[2:-2]
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name = name.strip("/")
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name = name.strip()
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lower_name = name.lower()
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for extension in SUPPORTED_FILE_EXTENSIONS:
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if lower_name.endswith(extension):
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name = name[: -len(extension)]
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break
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return name.strip()
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def clean_text_line(line):
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line = str(line).strip()
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if not line:
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return None
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if line.startswith("#"):
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return None
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if line.startswith("//"):
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return None
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return line
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def normalize_relative_name(path):
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try:
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relative = path.relative_to(WILDCARD_DIR)
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no_suffix = relative.with_suffix("")
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return no_suffix.as_posix()
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except Exception:
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return path.stem
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def get_dropdown_directory(path):
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try:
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relative_parent = path.parent.relative_to(WILDCARD_DIR)
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except Exception:
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return ROOT_GROUP_NAME
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if str(relative_parent) in ["", "."]:
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return ROOT_GROUP_NAME
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return relative_parent.as_posix()
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def unique_keep_order(items):
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seen = set()
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output = []
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for item in items:
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item = normalize_wildcard_name(item)
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if not item:
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continue
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key = item.lower()
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if key not in seen:
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seen.add(key)
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output.append(item)
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return output
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def leaf_name(name):
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name = normalize_wildcard_name(name)
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if "/" in name:
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name = name.split("/")[-1]
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if "." in name:
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name = name.split(".")[-1]
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return name.strip()
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def token_contains_glob(token):
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token = str(token)
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return "*" in token or "?" in token or "[" in token
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def to_unicode_bold(text):
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normal_upper = "ABCDEFGHIJKLMNOPQRSTUVWXYZ"
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bold_upper = "𝐀𝐁𝐂𝐃𝐄𝐅𝐆𝐇𝐈𝐉𝐊𝐋𝐌𝐍𝐎𝐏𝐐𝐑𝐒𝐓𝐔𝐕𝐖𝐗𝐘𝐙"
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normal_lower = "abcdefghijklmnopqrstuvwxyz"
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bold_lower = "𝐚𝐛𝐜𝐝𝐞𝐟𝐠𝐡𝐢𝐣𝐤𝐥𝐦𝐧𝐨𝐩𝐪𝐫𝐬𝐭𝐮𝐯𝐰𝐱𝐲𝐳"
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normal_digits = "0123456789"
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bold_digits = "𝟎𝟏𝟐𝟑𝟒𝟓𝟔𝟕𝟖𝟗"
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translation = {}
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for normal, bold in zip(normal_upper, bold_upper):
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translation[ord(normal)] = bold
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for normal, bold in zip(normal_lower, bold_lower):
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translation[ord(normal)] = bold
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for normal, bold in zip(normal_digits, bold_digits):
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translation[ord(normal)] = bold
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return str(text).translate(translation)
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def add_dropdown_name(display_groups, directory_name, wildcard_name):
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directory_name = str(directory_name or ROOT_GROUP_NAME).strip()
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if not directory_name:
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directory_name = ROOT_GROUP_NAME
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wildcard_name = normalize_wildcard_name(wildcard_name)
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if not wildcard_name:
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return
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if directory_name not in display_groups:
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display_groups[directory_name] = set()
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display_groups[directory_name].add(wildcard_name)
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def add_name_to_database(
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wildcards,
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display_groups,
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name,
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choices,
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show_in_dropdown=False,
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dropdown_directory=ROOT_GROUP_NAME,
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):
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name = normalize_wildcard_name(name)
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if not name:
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return
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cleaned_choices = []
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for choice in choices:
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if choice is None:
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continue
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choice = str(choice).strip()
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if choice:
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cleaned_choices.append(choice)
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if not cleaned_choices:
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return
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names_to_add = unique_keep_order(
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[
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name,
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name.lower(),
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]
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)
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for database_name in names_to_add:
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if database_name not in wildcards:
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wildcards[database_name] = []
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wildcards[database_name].extend(cleaned_choices)
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if show_in_dropdown:
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add_dropdown_name(display_groups, dropdown_directory, name)
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def add_choices_with_names(
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wildcards,
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display_groups,
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database_names,
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display_names_to_show,
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choices,
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dropdown_directory=ROOT_GROUP_NAME,
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):
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for name in database_names:
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add_name_to_database(
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wildcards,
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display_groups,
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name,
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choices,
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show_in_dropdown=False,
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dropdown_directory=dropdown_directory,
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)
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for name in display_names_to_show:
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add_name_to_database(
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wildcards,
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display_groups,
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name,
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choices,
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show_in_dropdown=True,
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dropdown_directory=dropdown_directory,
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)
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def value_to_choices(value):
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choices = []
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if value is None:
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return choices
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if isinstance(value, list):
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for item in value:
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if isinstance(item, str):
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cleaned = item.strip()
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if cleaned:
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choices.append(cleaned)
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elif isinstance(item, (int, float, bool)):
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choices.append(str(item))
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elif isinstance(item, dict):
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if "text" in item:
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choices.append(str(item["text"]))
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elif "value" in item:
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choices.append(str(item["value"]))
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elif "prompt" in item:
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choices.append(str(item["prompt"]))
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elif "name" in item:
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choices.append(str(item["name"]))
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else:
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choices.append(json.dumps(item, ensure_ascii=False))
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else:
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choices.append(str(item))
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elif isinstance(value, str):
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cleaned = value.strip()
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if cleaned:
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choices.append(cleaned)
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elif isinstance(value, (int, float, bool)):
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choices.append(str(value))
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return choices
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def load_txt_file(path, wildcards, display_groups):
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try:
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choices = []
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with open(path, "r", encoding="utf-8") as file:
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for line in file.readlines():
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cleaned = clean_text_line(line)
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if cleaned is not None:
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choices.append(cleaned)
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if not choices:
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return
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relative_name = normalize_relative_name(path)
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simple_name = path.stem
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dropdown_directory = get_dropdown_directory(path)
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database_names = unique_keep_order(
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[
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relative_name,
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simple_name,
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leaf_name(relative_name),
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]
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)
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display_names_to_show = unique_keep_order(
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[
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relative_name,
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]
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)
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add_choices_with_names(
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wildcards,
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display_groups,
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database_names,
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display_names_to_show,
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choices,
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dropdown_directory=dropdown_directory,
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)
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except Exception as error:
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print(f"[ComfyUI Local Wildcards] Could not read TXT file {path}: {error}")
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def data_path_to_dot_name(parts):
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clean_parts = []
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for part in parts:
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part = str(part).strip()
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if part:
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clean_parts.append(part)
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return ".".join(clean_parts)
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def data_path_to_slash_name(parts):
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clean_parts = []
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for part in parts:
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part = str(part).strip()
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if part:
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clean_parts.append(part)
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return "/".join(clean_parts)
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def walk_data(
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value,
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wildcards,
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display_groups,
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file_relative_name,
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file_simple_name,
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data_parts,
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dropdown_directory,
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):
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try:
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current_dot_name = data_path_to_dot_name(data_parts)
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current_slash_name = data_path_to_slash_name(data_parts)
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direct_choice_keys = [
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"choices",
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"options",
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"values",
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"items",
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"wildcards",
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"prompts",
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"list",
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"data",
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]
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if isinstance(value, dict):
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for direct_key in direct_choice_keys:
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if direct_key in value and isinstance(value[direct_key], list):
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choices = value_to_choices(value[direct_key])
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if choices:
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if current_dot_name:
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current_leaf = leaf_name(current_dot_name)
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full_dot_name = f"{file_relative_name}.{current_dot_name}"
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full_slash_name = f"{file_relative_name}/{current_slash_name}"
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database_names = unique_keep_order(
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[
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current_dot_name,
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current_slash_name,
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current_leaf,
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full_dot_name,
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full_slash_name,
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f"{file_simple_name}.{current_dot_name}",
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f"{file_simple_name}/{current_slash_name}",
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]
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)
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display_names_to_show = unique_keep_order(
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[
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full_slash_name,
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]
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)
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else:
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database_names = unique_keep_order(
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[
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file_relative_name,
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file_simple_name,
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leaf_name(file_relative_name),
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]
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)
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display_names_to_show = unique_keep_order(
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[
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file_relative_name,
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]
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)
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add_choices_with_names(
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wildcards,
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display_groups,
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database_names,
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display_names_to_show,
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choices,
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dropdown_directory=dropdown_directory,
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)
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return
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for key, child_value in value.items():
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key = str(key).strip()
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if not key:
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continue
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if key == "__yaml_list__":
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continue
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child_parts = data_parts + [key]
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if isinstance(child_value, dict):
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walk_data(
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child_value,
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wildcards,
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display_groups,
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file_relative_name,
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file_simple_name,
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child_parts,
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dropdown_directory,
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)
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else:
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child_dot_name = data_path_to_dot_name(child_parts)
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child_slash_name = data_path_to_slash_name(child_parts)
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child_leaf = leaf_name(child_dot_name)
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full_dot_name = f"{file_relative_name}.{child_dot_name}"
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full_slash_name = f"{file_relative_name}/{child_slash_name}"
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choices = value_to_choices(child_value)
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if choices:
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database_names = unique_keep_order(
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[
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child_dot_name,
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child_slash_name,
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child_leaf,
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key,
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full_dot_name,
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full_slash_name,
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f"{file_simple_name}.{child_dot_name}",
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f"{file_simple_name}/{child_slash_name}",
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]
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)
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display_names_to_show = unique_keep_order(
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[
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full_slash_name,
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]
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)
|
|
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add_choices_with_names(
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wildcards,
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display_groups,
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database_names,
|
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display_names_to_show,
|
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choices,
|
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dropdown_directory=dropdown_directory,
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)
|
|
|
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else:
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choices = value_to_choices(value)
|
|
|
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if choices:
|
|
database_names = unique_keep_order(
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[
|
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file_relative_name,
|
|
file_simple_name,
|
|
leaf_name(file_relative_name),
|
|
]
|
|
)
|
|
|
|
display_names_to_show = unique_keep_order(
|
|
[
|
|
file_relative_name,
|
|
]
|
|
)
|
|
|
|
add_choices_with_names(
|
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wildcards,
|
|
display_groups,
|
|
database_names,
|
|
display_names_to_show,
|
|
choices,
|
|
dropdown_directory=dropdown_directory,
|
|
)
|
|
|
|
except Exception as error:
|
|
print(f"[ComfyUI Local Wildcards] Could not walk data in {file_relative_name}: {error}")
|
|
|
|
|
|
def load_json_file(path, wildcards, display_groups):
|
|
try:
|
|
with open(path, "r", encoding="utf-8") as file:
|
|
data = json.load(file)
|
|
|
|
relative_name = normalize_relative_name(path)
|
|
simple_name = path.stem
|
|
dropdown_directory = get_dropdown_directory(path)
|
|
|
|
walk_data(
|
|
data,
|
|
wildcards,
|
|
display_groups,
|
|
relative_name,
|
|
simple_name,
|
|
[],
|
|
dropdown_directory,
|
|
)
|
|
|
|
except Exception as error:
|
|
print(f"[ComfyUI Local Wildcards] Could not read JSON file {path}: {error}")
|
|
|
|
|
|
def count_leading_spaces(text):
|
|
count = 0
|
|
|
|
for character in text:
|
|
if character == " ":
|
|
count += 1
|
|
else:
|
|
break
|
|
|
|
return count
|
|
|
|
|
|
def collect_yaml_block_scalar(lines, start_index, parent_indent, folded=True):
|
|
collected_raw_lines = []
|
|
index = start_index
|
|
|
|
while index < len(lines):
|
|
raw_line = lines[index].rstrip("\r\n")
|
|
stripped = raw_line.strip()
|
|
|
|
if not stripped:
|
|
collected_raw_lines.append("")
|
|
index += 1
|
|
continue
|
|
|
|
indent = count_leading_spaces(raw_line)
|
|
|
|
if indent <= parent_indent:
|
|
break
|
|
|
|
collected_raw_lines.append(raw_line)
|
|
index += 1
|
|
|
|
non_empty_indents = []
|
|
|
|
for raw_line in collected_raw_lines:
|
|
if raw_line.strip():
|
|
non_empty_indents.append(count_leading_spaces(raw_line))
|
|
|
|
if non_empty_indents:
|
|
base_indent = min(non_empty_indents)
|
|
else:
|
|
base_indent = parent_indent + 1
|
|
|
|
cleaned_lines = []
|
|
|
|
for raw_line in collected_raw_lines:
|
|
if raw_line.strip():
|
|
cleaned_lines.append(raw_line[base_indent:].rstrip())
|
|
else:
|
|
cleaned_lines.append("")
|
|
|
|
if folded:
|
|
paragraphs = []
|
|
current_words = []
|
|
|
|
for line in cleaned_lines:
|
|
stripped_line = line.strip()
|
|
|
|
if not stripped_line:
|
|
if current_words:
|
|
paragraphs.append(" ".join(current_words))
|
|
current_words = []
|
|
continue
|
|
|
|
current_words.append(stripped_line)
|
|
|
|
if current_words:
|
|
paragraphs.append(" ".join(current_words))
|
|
|
|
return "\n".join(paragraphs).strip(), index
|
|
|
|
return "\n".join(cleaned_lines).strip(), index
|
|
|
|
|
|
def parse_simple_yaml_lines(lines):
|
|
root = {}
|
|
stack = [(-1, root)]
|
|
index = 0
|
|
|
|
block_markers = [">", "|", ">-", "|-", ">+", "|+"]
|
|
|
|
while index < len(lines):
|
|
line_without_newline = lines[index].rstrip("\r\n")
|
|
stripped = line_without_newline.strip()
|
|
|
|
if not stripped:
|
|
index += 1
|
|
continue
|
|
|
|
if stripped.startswith("#"):
|
|
index += 1
|
|
continue
|
|
|
|
indent = count_leading_spaces(line_without_newline)
|
|
|
|
while len(stack) > 1 and indent <= stack[-1][0]:
|
|
stack.pop()
|
|
|
|
parent = stack[-1][1]
|
|
|
|
if stripped == "-" or stripped.startswith("- "):
|
|
if "__yaml_list__" not in parent:
|
|
parent["__yaml_list__"] = []
|
|
|
|
if stripped == "-":
|
|
item = ""
|
|
else:
|
|
item = stripped[2:].strip()
|
|
|
|
if item in block_markers:
|
|
folded = item.startswith(">")
|
|
block_text, next_index = collect_yaml_block_scalar(
|
|
lines,
|
|
index + 1,
|
|
indent,
|
|
folded=folded,
|
|
)
|
|
|
|
if block_text:
|
|
parent["__yaml_list__"].append(block_text)
|
|
|
|
index = next_index
|
|
continue
|
|
|
|
parent["__yaml_list__"].append(item.strip('"').strip("'"))
|
|
index += 1
|
|
continue
|
|
|
|
if ":" in stripped:
|
|
key, value = stripped.split(":", 1)
|
|
key = key.strip()
|
|
value = value.strip()
|
|
|
|
if not key:
|
|
index += 1
|
|
continue
|
|
|
|
if value in block_markers:
|
|
folded = value.startswith(">")
|
|
block_text, next_index = collect_yaml_block_scalar(
|
|
lines,
|
|
index + 1,
|
|
indent,
|
|
folded=folded,
|
|
)
|
|
|
|
parent[key] = block_text
|
|
index = next_index
|
|
continue
|
|
|
|
if value == "":
|
|
new_dict = {}
|
|
parent[key] = new_dict
|
|
stack.append((indent, new_dict))
|
|
index += 1
|
|
continue
|
|
|
|
if value.startswith("[") and value.endswith("]"):
|
|
inside = value[1:-1].strip()
|
|
items = []
|
|
|
|
if inside:
|
|
for part in inside.split(","):
|
|
cleaned = part.strip().strip('"').strip("'")
|
|
|
|
if cleaned:
|
|
items.append(cleaned)
|
|
|
|
parent[key] = items
|
|
index += 1
|
|
continue
|
|
|
|
parent[key] = value.strip('"').strip("'")
|
|
index += 1
|
|
continue
|
|
|
|
index += 1
|
|
|
|
return root
|
|
|
|
|
|
def fix_simple_yaml_lists(value):
|
|
if isinstance(value, dict):
|
|
if "__yaml_list__" in value and len(value) == 1:
|
|
return value["__yaml_list__"]
|
|
|
|
fixed = {}
|
|
|
|
for key, child_value in value.items():
|
|
if key == "__yaml_list__":
|
|
fixed[key] = child_value
|
|
else:
|
|
fixed[key] = fix_simple_yaml_lists(child_value)
|
|
|
|
return fixed
|
|
|
|
if isinstance(value, list):
|
|
return [fix_simple_yaml_lists(item) for item in value]
|
|
|
|
return value
|
|
|
|
|
|
def load_yaml_file(path, wildcards, display_groups):
|
|
try:
|
|
with open(path, "r", encoding="utf-8") as file:
|
|
text = file.read()
|
|
|
|
data = None
|
|
|
|
try:
|
|
import yaml
|
|
|
|
data = yaml.safe_load(text)
|
|
except Exception:
|
|
data = None
|
|
|
|
if data is None:
|
|
lines = text.splitlines()
|
|
data = parse_simple_yaml_lines(lines)
|
|
data = fix_simple_yaml_lists(data)
|
|
|
|
if not data:
|
|
return
|
|
|
|
relative_name = normalize_relative_name(path)
|
|
simple_name = path.stem
|
|
dropdown_directory = get_dropdown_directory(path)
|
|
|
|
walk_data(
|
|
data,
|
|
wildcards,
|
|
display_groups,
|
|
relative_name,
|
|
simple_name,
|
|
[],
|
|
dropdown_directory,
|
|
)
|
|
|
|
except Exception as error:
|
|
print(f"[ComfyUI Local Wildcards] Could not read YAML file {path}: {error}")
|
|
|
|
|
|
def get_wildcard_file_paths():
|
|
ensure_wildcard_dir()
|
|
|
|
paths = []
|
|
|
|
try:
|
|
for path in WILDCARD_DIR.rglob("*"):
|
|
if path.is_file() and path.suffix.lower() in SUPPORTED_FILE_EXTENSIONS:
|
|
paths.append(path)
|
|
|
|
except Exception as error:
|
|
print(f"[ComfyUI Local Wildcards] Could not scan wildcards folder: {error}")
|
|
|
|
paths = sorted(paths, key=lambda p: p.as_posix().lower())
|
|
|
|
return paths
|
|
|
|
|
|
def get_scan_signature():
|
|
paths = get_wildcard_file_paths()
|
|
|
|
signature = []
|
|
|
|
for path in paths:
|
|
try:
|
|
stat = path.stat()
|
|
relative = path.relative_to(WILDCARD_DIR).as_posix()
|
|
signature.append((relative, stat.st_mtime_ns, stat.st_size))
|
|
|
|
except Exception:
|
|
pass
|
|
|
|
return tuple(signature)
|
|
|
|
|
|
def build_wildcard_database():
|
|
wildcards = {}
|
|
display_groups = {}
|
|
|
|
try:
|
|
paths = get_wildcard_file_paths()
|
|
|
|
for path in paths:
|
|
suffix = path.suffix.lower()
|
|
|
|
if suffix == ".txt":
|
|
load_txt_file(path, wildcards, display_groups)
|
|
|
|
elif suffix == ".json":
|
|
load_json_file(path, wildcards, display_groups)
|
|
|
|
elif suffix in [".yaml", ".yml"]:
|
|
load_yaml_file(path, wildcards, display_groups)
|
|
|
|
except Exception as error:
|
|
print(f"[ComfyUI Local Wildcards] Could not build wildcard database: {error}")
|
|
|
|
return wildcards, display_groups
|
|
|
|
|
|
def build_grouped_dropdown(display_groups):
|
|
dropdown = [INSERT_PLACEHOLDER]
|
|
|
|
try:
|
|
if not display_groups:
|
|
dropdown.append(NO_WILDCARDS)
|
|
return dropdown
|
|
|
|
total_count = 0
|
|
|
|
directories = sorted(
|
|
display_groups.keys(),
|
|
key=lambda x: (x != ROOT_GROUP_NAME, x.lower()),
|
|
)
|
|
|
|
for directory in directories:
|
|
wildcard_names = sorted(display_groups[directory], key=lambda x: x.lower())
|
|
|
|
if not wildcard_names:
|
|
continue
|
|
|
|
bold_directory = to_unicode_bold(directory)
|
|
dropdown.append(f"{HEADER_PREFIX}{bold_directory}")
|
|
|
|
for name in wildcard_names:
|
|
dropdown.append(f" __{name}__")
|
|
total_count += 1
|
|
|
|
if total_count >= MAX_DROPDOWN_ITEMS:
|
|
dropdown.append(
|
|
f"Too many wildcards - showing first {MAX_DROPDOWN_ITEMS}"
|
|
)
|
|
return dropdown
|
|
|
|
except Exception as error:
|
|
print(f"[ComfyUI Local Wildcards] Could not build dropdown: {error}")
|
|
return [INSERT_PLACEHOLDER, NO_WILDCARDS]
|
|
|
|
return dropdown
|
|
|
|
|
|
def get_wildcard_database():
|
|
global _CACHE_SIGNATURE
|
|
global _CACHE_WILDCARDS
|
|
global _CACHE_DROPDOWN
|
|
|
|
try:
|
|
signature = get_scan_signature()
|
|
|
|
if (
|
|
_CACHE_SIGNATURE == signature
|
|
and _CACHE_WILDCARDS is not None
|
|
and _CACHE_DROPDOWN is not None
|
|
):
|
|
return _CACHE_WILDCARDS, _CACHE_DROPDOWN
|
|
|
|
wildcards, display_groups = build_wildcard_database()
|
|
dropdown = build_grouped_dropdown(display_groups)
|
|
|
|
_CACHE_SIGNATURE = signature
|
|
_CACHE_WILDCARDS = wildcards
|
|
_CACHE_DROPDOWN = dropdown
|
|
|
|
total_dropdown_names = 0
|
|
|
|
for names in display_groups.values():
|
|
total_dropdown_names += len(names)
|
|
|
|
print(
|
|
f"[ComfyUI Local Wildcards] Scanned {len(get_wildcard_file_paths())} files, found {total_dropdown_names} dropdown wildcard names in {len(display_groups)} directories."
|
|
)
|
|
|
|
return wildcards, dropdown
|
|
|
|
except Exception as error:
|
|
print(f"[ComfyUI Local Wildcards] Database error: {error}")
|
|
return {}, [INSERT_PLACEHOLDER, NO_WILDCARDS]
|
|
|
|
|
|
def get_dropdown_wildcards():
|
|
try:
|
|
_wildcards, dropdown = get_wildcard_database()
|
|
return dropdown
|
|
|
|
except Exception as error:
|
|
print(f"[ComfyUI Local Wildcards] Dropdown scan failed: {error}")
|
|
return [INSERT_PLACEHOLDER, NO_WILDCARDS]
|
|
|
|
|
|
def get_glob_matching_keys(wildcards, pattern):
|
|
pattern = normalize_wildcard_name(pattern)
|
|
pattern_lower = pattern.lower()
|
|
|
|
matches = []
|
|
seen = set()
|
|
|
|
for key in wildcards.keys():
|
|
key_text = normalize_wildcard_name(key)
|
|
|
|
if not key_text:
|
|
continue
|
|
|
|
key_lower = key_text.lower()
|
|
key_leaf_lower = leaf_name(key_text).lower()
|
|
|
|
direct_match = fnmatch.fnmatchcase(key_lower, pattern_lower)
|
|
leaf_match = fnmatch.fnmatchcase(key_leaf_lower, pattern_lower)
|
|
|
|
if not direct_match and not leaf_match:
|
|
continue
|
|
|
|
if key_lower in seen:
|
|
continue
|
|
|
|
seen.add(key_lower)
|
|
matches.append(key)
|
|
|
|
return sorted(matches, key=lambda x: str(x).lower())
|
|
|
|
|
|
def get_choices_for_token(wildcards, token, rng=None):
|
|
token = normalize_wildcard_name(token)
|
|
|
|
if not token:
|
|
return None
|
|
|
|
direct_candidates = unique_keep_order(
|
|
[
|
|
token,
|
|
token.lower(),
|
|
]
|
|
)
|
|
|
|
for candidate in direct_candidates:
|
|
if candidate in wildcards:
|
|
return wildcards[candidate]
|
|
|
|
token_leaf = leaf_name(token)
|
|
|
|
leaf_candidates = unique_keep_order(
|
|
[
|
|
token_leaf,
|
|
token_leaf.lower(),
|
|
]
|
|
)
|
|
|
|
for candidate in leaf_candidates:
|
|
if candidate in wildcards:
|
|
return wildcards[candidate]
|
|
|
|
token_lower = token.lower()
|
|
|
|
for key, choices in wildcards.items():
|
|
key_normalized = normalize_wildcard_name(key)
|
|
|
|
if key_normalized.lower() == token_lower:
|
|
return choices
|
|
|
|
if token_contains_glob(token):
|
|
matching_keys = get_glob_matching_keys(wildcards, token)
|
|
|
|
if matching_keys:
|
|
if rng is None:
|
|
selected_key = matching_keys[0]
|
|
else:
|
|
selected_key = rng.choice(matching_keys)
|
|
|
|
return wildcards[selected_key]
|
|
|
|
return None
|
|
|
|
|
|
def unescape_dynamic_prompt_text(text):
|
|
replacements = {
|
|
"\\{": "{",
|
|
"\\}": "}",
|
|
"\\|": "|",
|
|
"\\$": "$",
|
|
"\\_": "_",
|
|
"\\\\": "\\",
|
|
}
|
|
|
|
for source, target in replacements.items():
|
|
text = text.replace(source, target)
|
|
|
|
return text
|
|
|
|
|
|
def split_top_level(text, separator):
|
|
"""
|
|
Splits text by a separator only when not inside nested dynamic prompt braces.
|
|
"""
|
|
text = str(text)
|
|
separator = str(separator)
|
|
|
|
result = []
|
|
current = []
|
|
depth = 0
|
|
escaped = False
|
|
index = 0
|
|
|
|
while index < len(text):
|
|
character = text[index]
|
|
|
|
if escaped:
|
|
current.append(character)
|
|
escaped = False
|
|
index += 1
|
|
continue
|
|
|
|
if character == "\\":
|
|
current.append(character)
|
|
escaped = True
|
|
index += 1
|
|
continue
|
|
|
|
if character == "{":
|
|
depth += 1
|
|
current.append(character)
|
|
index += 1
|
|
continue
|
|
|
|
if character == "}":
|
|
depth = max(0, depth - 1)
|
|
current.append(character)
|
|
index += 1
|
|
continue
|
|
|
|
if depth == 0 and text.startswith(separator, index):
|
|
result.append("".join(current))
|
|
current = []
|
|
index += len(separator)
|
|
continue
|
|
|
|
current.append(character)
|
|
index += 1
|
|
|
|
result.append("".join(current))
|
|
|
|
return result
|
|
|
|
|
|
def find_innermost_dynamic_block(text):
|
|
"""
|
|
Finds the first innermost {...} block.
|
|
"""
|
|
stack = []
|
|
escaped = False
|
|
|
|
for index, character in enumerate(text):
|
|
if escaped:
|
|
escaped = False
|
|
continue
|
|
|
|
if character == "\\":
|
|
escaped = True
|
|
continue
|
|
|
|
if character == "{":
|
|
stack.append(index)
|
|
continue
|
|
|
|
if character == "}" and stack:
|
|
start = stack.pop()
|
|
end = index
|
|
content = text[start + 1:end]
|
|
return start, end, content
|
|
|
|
return None
|
|
|
|
|
|
def parse_dynamic_count(count_text):
|
|
"""
|
|
Supports:
|
|
2
|
|
1-3
|
|
"""
|
|
count_text = str(count_text or "").strip()
|
|
|
|
range_match = re.fullmatch(r"(\d+)\s*-\s*(\d+)", count_text)
|
|
|
|
if range_match:
|
|
low = int(range_match.group(1))
|
|
high = int(range_match.group(2))
|
|
|
|
if high < low:
|
|
low, high = high, low
|
|
|
|
return low, high
|
|
|
|
exact_match = re.fullmatch(r"\d+", count_text)
|
|
|
|
if exact_match:
|
|
value = int(count_text)
|
|
return value, value
|
|
|
|
return None
|
|
|
|
|
|
def parse_weighted_option(option):
|
|
"""
|
|
Supports:
|
|
red::0.2
|
|
blue::0.8
|
|
"""
|
|
option = str(option).strip()
|
|
|
|
if "::" not in option:
|
|
return option, 1.0
|
|
|
|
left, right = option.rsplit("::", 1)
|
|
right = right.strip()
|
|
|
|
try:
|
|
weight = float(right)
|
|
return left.strip(), max(weight, 0.0)
|
|
except Exception:
|
|
return option, 1.0
|
|
|
|
|
|
def weighted_choice(options, rng):
|
|
cleaned_options = []
|
|
|
|
for option in options:
|
|
option = str(option).strip()
|
|
|
|
if option:
|
|
cleaned_options.append(option)
|
|
|
|
if not cleaned_options:
|
|
return ""
|
|
|
|
parsed = [parse_weighted_option(option) for option in cleaned_options]
|
|
values = [item[0] for item in parsed]
|
|
weights = [item[1] for item in parsed]
|
|
|
|
if not values:
|
|
return ""
|
|
|
|
if sum(weights) <= 0:
|
|
return rng.choice(values)
|
|
|
|
return rng.choices(values, weights=weights, k=1)[0]
|
|
|
|
|
|
def weighted_sample_without_replacement(options, count, rng):
|
|
available = []
|
|
|
|
for option in options:
|
|
option = str(option).strip()
|
|
|
|
if option:
|
|
available.append(option)
|
|
|
|
selected = []
|
|
|
|
if count <= 0 or not available:
|
|
return selected
|
|
|
|
count = min(count, len(available))
|
|
|
|
for _ in range(count):
|
|
choice = weighted_choice(available, rng)
|
|
|
|
if not choice:
|
|
break
|
|
|
|
selected.append(choice)
|
|
|
|
remaining = []
|
|
removed = False
|
|
|
|
for option in available:
|
|
option_text, _weight = parse_weighted_option(option)
|
|
|
|
if not removed and option_text == choice:
|
|
removed = True
|
|
continue
|
|
|
|
remaining.append(option)
|
|
|
|
available = remaining
|
|
|
|
if not available:
|
|
break
|
|
|
|
return selected
|
|
|
|
|
|
def looks_like_explicit_wildcard(text):
|
|
text = str(text or "").strip()
|
|
|
|
return text.startswith("__") and text.endswith("__") and len(text) >= 4
|
|
|
|
|
|
def resolve_dynamic_source_options(source_text, wildcards, rng):
|
|
"""
|
|
Resolves the source part of a dynamic prompt.
|
|
|
|
Supported examples:
|
|
red|blue|green
|
|
__Round__
|
|
Round
|
|
folder/Round
|
|
folder/*
|
|
"""
|
|
source_text = str(source_text or "").strip()
|
|
|
|
if not source_text:
|
|
return []
|
|
|
|
pipe_options = split_top_level(source_text, "|")
|
|
|
|
if len(pipe_options) > 1:
|
|
return [option.strip() for option in pipe_options if option.strip()]
|
|
|
|
if looks_like_explicit_wildcard(source_text):
|
|
wildcard_name = source_text[2:-2].strip()
|
|
choices = get_choices_for_token(wildcards, wildcard_name, rng)
|
|
|
|
if choices:
|
|
return choices
|
|
|
|
return [source_text]
|
|
|
|
choices = get_choices_for_token(wildcards, source_text, rng)
|
|
|
|
if choices:
|
|
return choices
|
|
|
|
return [source_text]
|
|
|
|
|
|
def expand_dynamic_block(content, wildcards, rng):
|
|
"""
|
|
Expands one {...} block.
|
|
|
|
Supported examples:
|
|
{red|blue|green}
|
|
{red::0.2|blue::0.8}
|
|
{2$$red|blue|green}
|
|
{1-3$$red|blue|green}
|
|
{1-3$$ and $$red|blue|green}
|
|
{1-3$$ and $$Round}
|
|
{1-3$$ and $$__Round__}
|
|
"""
|
|
content = str(content or "").strip()
|
|
|
|
if not content:
|
|
return ""
|
|
|
|
dollar_parts = split_top_level(content, "$$")
|
|
|
|
if len(dollar_parts) >= 2:
|
|
count_info = parse_dynamic_count(dollar_parts[0])
|
|
|
|
if count_info is not None:
|
|
low, high = count_info
|
|
count = rng.randint(low, high)
|
|
|
|
if len(dollar_parts) == 2:
|
|
separator = ", "
|
|
source_text = dollar_parts[1]
|
|
else:
|
|
separator = dollar_parts[1]
|
|
source_text = "$$".join(dollar_parts[2:])
|
|
|
|
options = resolve_dynamic_source_options(source_text, wildcards, rng)
|
|
selected = weighted_sample_without_replacement(options, count, rng)
|
|
|
|
return separator.join(selected)
|
|
|
|
options = split_top_level(content, "|")
|
|
|
|
if len(options) > 1:
|
|
return weighted_choice(options, rng)
|
|
|
|
return content
|
|
|
|
|
|
def expand_dynamic_prompts_once(text, wildcards, rng):
|
|
current_text = str(text)
|
|
found = find_innermost_dynamic_block(current_text)
|
|
|
|
if not found:
|
|
return current_text, False
|
|
|
|
start, end, content = found
|
|
replacement = expand_dynamic_block(content, wildcards, rng)
|
|
|
|
new_text = current_text[:start] + replacement + current_text[end + 1:]
|
|
|
|
return new_text, True
|
|
|
|
|
|
def expand_wildcard_tokens_once(text, wildcards, rng):
|
|
current_text = str(text)
|
|
changed_anything = False
|
|
|
|
def replace_token(match):
|
|
nonlocal changed_anything
|
|
|
|
token = match.group(1).strip()
|
|
choices = get_choices_for_token(wildcards, token, rng)
|
|
|
|
if not choices:
|
|
return match.group(0)
|
|
|
|
changed_anything = True
|
|
return rng.choice(choices)
|
|
|
|
new_text = TOKEN_RE.sub(replace_token, current_text)
|
|
|
|
if new_text != current_text:
|
|
changed_anything = True
|
|
|
|
return new_text, changed_anything
|
|
|
|
|
|
def expand_wildcards(text, wildcards, rng, max_depth=50):
|
|
"""
|
|
Expands Dynamic Prompts syntax and local wildcard tokens.
|
|
|
|
Order:
|
|
1. Expand one innermost {...} block.
|
|
2. Expand __wildcard__ tokens.
|
|
3. Repeat, because wildcard results can contain more syntax.
|
|
"""
|
|
current_text = str(text)
|
|
|
|
for _ in range(max_depth):
|
|
old_text = current_text
|
|
changed_anything = False
|
|
|
|
current_text, changed_dynamic = expand_dynamic_prompts_once(
|
|
current_text,
|
|
wildcards,
|
|
rng,
|
|
)
|
|
|
|
if changed_dynamic:
|
|
changed_anything = True
|
|
|
|
current_text, changed_tokens = expand_wildcard_tokens_once(
|
|
current_text,
|
|
wildcards,
|
|
rng,
|
|
)
|
|
|
|
if changed_tokens:
|
|
changed_anything = True
|
|
|
|
if current_text != old_text:
|
|
changed_anything = True
|
|
|
|
if not changed_anything:
|
|
break
|
|
|
|
return unescape_dynamic_prompt_text(current_text)
|
|
|
|
|
|
class LocalWildcardText:
|
|
CATEGORY = "Local Wildcards"
|
|
RETURN_TYPES = ("STRING", "INT")
|
|
RETURN_NAMES = ("text", "used_seed")
|
|
FUNCTION = "process"
|
|
|
|
@classmethod
|
|
def INPUT_TYPES(cls):
|
|
return {
|
|
"required": {
|
|
"text": (
|
|
"STRING",
|
|
{
|
|
"multiline": True,
|
|
"default": "A photo of __color__",
|
|
},
|
|
),
|
|
"insert_wildcard": (
|
|
get_dropdown_wildcards(),
|
|
),
|
|
"seed_mode": (
|
|
["fixed", "random"],
|
|
{
|
|
"default": "fixed",
|
|
},
|
|
),
|
|
"seed": (
|
|
"INT",
|
|
{
|
|
"default": 0,
|
|
"min": 0,
|
|
"max": MAX_SEED,
|
|
"step": 1,
|
|
"display": "number",
|
|
},
|
|
),
|
|
}
|
|
}
|
|
|
|
@classmethod
|
|
def IS_CHANGED(cls, text, insert_wildcard, seed_mode, seed):
|
|
if seed_mode == "random":
|
|
return float("nan")
|
|
|
|
signature = get_scan_signature()
|
|
|
|
return str((text, seed_mode, seed, signature))
|
|
|
|
def process(self, text, insert_wildcard, seed_mode, seed):
|
|
if seed_mode == "random":
|
|
used_seed = secrets.randbelow(MAX_SEED)
|
|
else:
|
|
used_seed = int(seed)
|
|
|
|
rng = random.Random(used_seed)
|
|
|
|
wildcards, _dropdown = get_wildcard_database()
|
|
output_text = expand_wildcards(text, wildcards, rng)
|
|
|
|
return {
|
|
"ui": {
|
|
"used_seed": [str(used_seed)],
|
|
"expanded_text": [output_text],
|
|
},
|
|
"result": (
|
|
output_text,
|
|
used_seed,
|
|
),
|
|
}
|
|
|
|
|
|
NODE_CLASS_MAPPINGS = {
|
|
"LocalWildcardText": LocalWildcardText,
|
|
}
|
|
|
|
NODE_DISPLAY_NAME_MAPPINGS = {
|
|
"LocalWildcardText": "Local Wildcard Text",
|
|
}
|