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Running
on
Zero
| 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) | |