import json import os import re class AnyType(str): """A special class that is always equal in not equal comparisons. Credit to pythongosssss""" def __ne__(self, __value: object) -> bool: return False class FlexibleOptionalInputType(dict): """A special class to make flexible nodes that pass data to our python handlers. Enables both flexible/dynamic input types (like for Any Switch) or a dynamic number of inputs (like for Any Switch, Context Switch, Context Merge, Power Lora Loader, etc). Note, for ComfyUI, all that's needed is the `__contains__` override below, which tells ComfyUI that our node will handle the input, regardless of what it is. However, with https://github.com/comfyanonymous/ComfyUI/pull/2666 a large change would occur requiring more details on the input itself. There, we need to return a list/tuple where the first item is the type. This can be a real type, or use the AnyType for additional flexibility. This should be forwards compatible unless more changes occur in the PR. """ def __init__(self, type): self.type = type def __getitem__(self, key): return (self.type, ) def __contains__(self, key): return True any_type = AnyType("*") def is_dict_value_falsy(data: dict, dict_key: str): """ Checks if a dict value is falsy.""" val = get_dict_value(data, dict_key) return not val def get_dict_value(data: dict, dict_key: str, default=None): """ Gets a deeply nested value given a dot-delimited key.""" keys = dict_key.split('.') key = keys.pop(0) if len(keys) > 0 else None found = data[key] if key in data else None if found is not None and len(keys) > 0: return get_dict_value(found, '.'.join(keys), default) return found if found is not None else default def set_dict_value(data: dict, dict_key: str, value, create_missing_objects=True): """ Sets a deeply nested value given a dot-delimited key.""" keys = dict_key.split('.') key = keys.pop(0) if len(keys) > 0 else None if key not in data: if create_missing_objects == False: return data[key] = {} if len(keys) == 0: data[key] = value else: set_dict_value(data[key], '.'.join(keys), value, create_missing_objects) return data def dict_has_key(data: dict, dict_key): """ Checks if a dict has a deeply nested dot-delimited key.""" keys = dict_key.split('.') key = keys.pop(0) if len(keys) > 0 else None if key is None or key not in data: return False if len(keys) == 0: return True return dict_has_key(data[key], '.'.join(keys)) def load_json_file(file: str, default=None): """Reads a json file and returns the json dict, stripping out "//" comments first.""" if path_exists(file): with open(file, 'r', encoding='UTF-8') as file: config = file.read() try: return json.loads(config) except json.decoder.JSONDecodeError: try: config = re.sub(r"^\s*//\s.*", "", config, flags=re.MULTILINE) return json.loads(config) except json.decoder.JSONDecodeError: try: config = re.sub(r"(?:^|\s)//.*", "", config, flags=re.MULTILINE) return json.loads(config) except json.decoder.JSONDecodeError: pass return default def save_json_file(file_path: str, data: dict): """Saves a json file.""" os.makedirs(os.path.dirname(file_path), exist_ok=True) with open(file_path, 'w+', encoding='UTF-8') as file: json.dump(data, file, sort_keys=False, indent=2, separators=(",", ": ")) def path_exists(path): """Checks if a path exists, accepting None type.""" if path is not None: return os.path.exists(path) return False class ByPassTypeTuple(tuple): """A special class that will return additional "AnyType" strings beyond defined values. Credit to Trung0246 """ def __getitem__(self, index): if index > len(self) - 1: return AnyType("*") return super().__getitem__(index)