Antonio Cordero Balcazar
78631d4adc
* Enhanced the processing of "BREAK" and "AND" constructs to support replacing with a comma. Set both to comma as default in ComfyUI. * Added a new command `setwcdeffilter` to set default filters for a wildcard. * Fixed bug with echoed variables. * ComfyUI: Individual help documentation for the nodes. * Can now test for output variables. * Improved documentation.
799 lines
29 KiB
Python
799 lines
29 KiB
Python
import os
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# pylint: disable=import-error
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import folder_paths # type: ignore
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import nodes # type: ignore
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from .ppp import PromptPostProcessor
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from .ppp_hosts import SUPPORTED_APPS
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from .ppp_logging import DEBUG_LEVEL, PromptPostProcessorLogFactory
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from .ppp_wildcards import PPPWildcards
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from .ppp_enmappings import PPPExtraNetworkMappings
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if __name__ == "__main__":
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raise SystemExit("This script must be run from ComfyUI")
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class PromptPostProcessorComfyUINode:
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"""
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Node for processing prompts.
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"""
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logger = None
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def __init__(self):
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lf = PromptPostProcessorLogFactory(SUPPORTED_APPS.comfyui)
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self.logger = lf.log
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grammar_filename = os.path.join(os.path.dirname(os.path.realpath(__file__)), "grammar.lark")
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with open(grammar_filename, "r", encoding="utf-8") as file:
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self.grammar_content = file.read()
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self.wildcards_obj = PPPWildcards(lf.log)
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self.extranetwork_mappings_obj = PPPExtraNetworkMappings(lf.log)
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self.logger.info(f"{PromptPostProcessor.NAME} {PromptPostProcessor.VERSION} initialized")
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class SmartType(str):
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def __ne__(self, other):
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if self == "*" or other == "*":
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return False
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selfset = set(self.split(","))
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otherset = set(other.split(","))
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return not otherset.issubset(selfset)
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@classmethod
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def INPUT_TYPES(cls):
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return {
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"required": {
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"pos_prompt": (
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"STRING",
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{
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"multiline": True,
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"default": "",
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"dynamicPrompts": False,
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},
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),
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"neg_prompt": (
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"STRING",
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{
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"multiline": True,
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"default": "",
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"dynamicPrompts": False,
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},
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),
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},
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"optional": {
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"model": (
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cls.SmartType("MODEL,STRING"),
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{
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"default": "",
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"placeholder": "internal model class name",
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},
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),
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"modelname": (
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"STRING",
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{
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"default": "",
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"placeholder": "full path of the model",
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"dynamicPrompts": False,
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},
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),
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"seed": (
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"INT",
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{
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"default": -1,
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"tooltip": "Seed value for the prompt processing (use -1 for random)",
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},
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),
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"debug_level": (
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[e.value for e in DEBUG_LEVEL],
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{
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"default": PromptPostProcessor.DEFAULT_DEBUG_LEVEL,
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"tooltip": "Debug level",
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},
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),
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"on_warnings": (
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[e.value for e in PromptPostProcessor.ONWARNING_CHOICES],
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{
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"default": PromptPostProcessor.DEFAULT_ONWARNING,
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"tooltip": "How to handle invalid content warnings",
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},
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),
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"process_wildcards": (
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"BOOLEAN",
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{
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"default": PromptPostProcessor.DEFAULT_WC_PROCESS,
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"tooltip": "Process wildcards in the prompt",
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"label_on": "Yes",
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"label_off": "No",
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},
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),
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"do_cleanup": (
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"BOOLEAN",
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{
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"default": PromptPostProcessor.DEFAULT_DO_CLEANUP,
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"tooltip": "Do a cleanup of the prompt",
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"label_on": "Yes",
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"label_off": "No",
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},
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),
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"cleanup_variables": (
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"BOOLEAN",
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{
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"default": PromptPostProcessor.DEFAULT_CLEANUP_VARIABLES,
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"tooltip": "Do a cleanup of the output variables",
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"label_on": "Yes",
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"label_off": "No",
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},
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),
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"wc_options": (
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"PPP_OPTIONS_WC",
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{
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"default": None,
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"tooltip": "Wildcard processing options",
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},
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),
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"stn_options": (
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"PPP_OPTIONS_STN",
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{
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"default": None,
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"tooltip": "Send-To-Negative options",
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},
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),
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"cup_options": (
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"PPP_OPTIONS_CUP",
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{
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"default": None,
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"tooltip": "Cleanup options",
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},
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),
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"en_options": (
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"PPP_OPTIONS_EN",
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{
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"default": None,
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"tooltip": "ExtraNetworks mapping options",
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},
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),
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},
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}
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@classmethod
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def VALIDATE_INPUTS(cls, input_types: dict[str, str]):
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it = cls.INPUT_TYPES()
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expected = {
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k: cls.SmartType("COMBO,STRING") if isinstance(v[0], list) else v[0] # we allow string for combos
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for k, v in {**it["required"], **it["optional"]}.items()
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}
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for input_name, input_type in input_types.items():
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t = expected[input_name]
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if input_type != t:
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return f"Invalid type for input '{input_name}': {input_type} (expected {t})"
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return True
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RETURN_TYPES = (
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"STRING",
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"STRING",
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"PPP_DICT",
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)
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RETURN_NAMES = (
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"pos_prompt",
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"neg_prompt",
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"variables",
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)
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FUNCTION = "process"
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CATEGORY = "ACB"
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@classmethod
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def IS_CHANGED(cls, **kwargs): # pylint: disable=unused-argument
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return float("NaN") # always process because we don't control the content of wildcards and the config file
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def process(
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self,
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model,
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modelname,
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pos_prompt,
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neg_prompt,
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seed,
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debug_level,
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on_warnings,
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process_wildcards,
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do_cleanup,
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cleanup_variables,
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wc_options=None,
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stn_options=None,
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cup_options=None,
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en_options=None,
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):
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modelclass = (
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model.model.model_config.__class__.__name__ if model is not None and not isinstance(model, str) else model
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) or ""
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if modelclass == "":
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self.logger.warning("Model class is not provided. System variables might not be properly set.")
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if modelname == "":
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self.logger.warning("Modelname is not provided. System variables will not be properly set.")
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# model class values in ComfyUI\comfy\supported_models.py
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env_info = {
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"app": SUPPORTED_APPS.comfyui.value,
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"models_path": folder_paths.models_dir,
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"model_filename": modelname or "", # path is relative to checkpoints folder
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"model_class": modelclass,
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}
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env_info.update({"is_" + k: False for k in PromptPostProcessor.KNOWN_MODELS})
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env_info.update(
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{
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"is_sd1": modelclass in ("SD15", "SD15_instructpix2pix"),
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"is_sd2": modelclass in ("SD20", "SD21UnclipL", "SD21UnclipH", "LotusD"),
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"is_sdxl": (
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modelclass
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in ("SDXL", "SDXLRefiner", "SDXL_instructpix2pix", "Segmind_Vega", "KOALA_700M", "KOALA_1B")
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),
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"is_ssd": modelclass in ("SSD1B",),
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"is_sd3": modelclass in ("SD3",),
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"is_flux": modelclass in ("Flux", "FluxInpaint", "FluxSchnell"),
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"is_auraflow": modelclass in ("AuraFlow",),
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"is_pixart": modelclass in ("PixArtAlpha", "PixArtSigma"),
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"is_lumina2": modelclass in ("Lumina2", "ZImage"),
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"is_ltxv": modelclass in ("LTXV", "LTXAV"),
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"is_cosmos": modelclass in ("CosmosT2V", "CosmosI2V"),
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"is_cosmospredict2": modelclass in ("CosmosT2IPredict2", "CosmosI2VPredict2"),
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"is_genmomochi": modelclass in ("GenmoMochi",),
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"is_hunyuan": modelclass in ("HunyuanDiT", "HunyuanDiT1"),
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"is_hunyuanvideo": modelclass
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in (
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"HunyuanVideo",
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"HunyuanVideoI2V",
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"HunyuanVideoSkyreelsI2V",
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"HunyuanImage21",
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"HunyuanImage21Refiner",
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"HunyuanVideo15",
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"HunyuanVideo15_SR_Distilled",
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),
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"is_hunyuan3d": modelclass in ("Hunyuan3Dv2", "Hunyuan3Dv2_1", "Hunyuan3Dv2mini"),
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"is_wan": modelclass
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in (
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"WAN21_T2V",
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"WAN21_I2V",
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"WAN21_FunControl2V",
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"WAN21_Camera",
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"WAN22_Camera",
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"WAN21_Vace",
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"WAN21_HuMo",
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"WAN22_S2V",
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"WAN22_Animate",
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"WAN22_T2V",
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),
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"is_hidream": modelclass in ("HiDream",),
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"is_chroma": modelclass in ("Chroma", "ChromaRadiance"),
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"is_omnigen2": modelclass in ("Omnigen2",),
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"is_kandinsky5": modelclass in ("Kandinsky5", "Kandinsky5Image"),
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"is_qwenimage": modelclass in ("QwenImage",),
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"is_flux2": modelclass in ("Flux2"),
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"is_anima": modelclass in ("Anima",),
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}
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)
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# Also supported: SVD_img2vid, SVD3D_u, SVD3_p, Stable_Zero123, SD_X4Upscaler, Stable_Cascade_C, Stable_Cascade_B, StableAudio
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wc_wildcards_folders = wc_options["wc_wildcards_folders"] if wc_options else ""
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if wc_wildcards_folders == "":
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try:
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fp1 = folder_paths.get_folder_paths("ppp_wildcards")
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except Exception: # pylint: disable=W0718
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fp1 = None
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try:
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fp2 = folder_paths.get_folder_paths("wildcards")
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except Exception: # pylint: disable=W0718
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fp2 = None
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wc_wildcards_folders = ",".join(fp1 or fp2 or [])
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if wc_wildcards_folders == "":
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wc_wildcards_folders = os.getenv("WILDCARD_DIR", PPPWildcards.DEFAULT_WILDCARDS_FOLDER)
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wildcards_folders = [
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(f if os.path.isabs(f) else os.path.abspath(os.path.join(folder_paths.models_dir, f)))
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for f in wc_wildcards_folders.split(",")
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if f.strip() != ""
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]
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en_mappings_folders = en_options["en_mappings_folders"] if en_options else ""
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if en_mappings_folders == "":
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try:
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fp3 = folder_paths.get_folder_paths("ppp_extranetworkmappings")
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except Exception: # pylint: disable=W0718
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fp3 = None
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en_mappings_folders = ",".join(fp3 or [])
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if en_mappings_folders == "":
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en_mappings_folders = os.getenv(
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"EXTRANETWORKMAPPINGS_DIR", PPPExtraNetworkMappings.DEFAULT_ENMAPPINGS_FOLDER
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)
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enmappings_folders = [
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(f if os.path.isabs(f) else os.path.abspath(os.path.join(folder_paths.models_dir, f)))
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for f in en_mappings_folders.split(",")
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if f.strip() != ""
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]
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options = {
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"debug_level": debug_level,
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"on_warnings": on_warnings,
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"process_wildcards": process_wildcards,
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"if_wildcards": (
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wc_options["wc_if_wildcards"] if wc_options else PromptPostProcessor.IFWILDCARDS_CHOICES.stop.value
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),
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"choice_separator": (
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wc_options["wc_choice_separator"] if wc_options else PromptPostProcessor.DEFAULT_CHOICE_SEPARATOR
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),
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"keep_choices_order": (
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wc_options["wc_keep_choices_order"] if wc_options else PromptPostProcessor.DEFAULT_KEEP_CHOICES_ORDER
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),
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"stn_separator": stn_options["stn_separator"] if stn_options else PromptPostProcessor.DEFAULT_STN_SEPARATOR,
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"stn_ignore_repeats": (
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stn_options["stn_ignore_repeats"] if stn_options else PromptPostProcessor.DEFAULT_STN_IGNORE_REPEATS
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),
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"do_cleanup": do_cleanup,
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"cleanup_variables": cleanup_variables,
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"cleanup_extra_spaces": (
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cup_options["cup_extra_spaces"] if cup_options else PromptPostProcessor.DEFAULT_CUP_EXTRA_SPACES
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),
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"cleanup_empty_constructs": (
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cup_options["cup_empty_constructs"] if cup_options else PromptPostProcessor.DEFAULT_CUP_EMPTY_CONSTRUCTS
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),
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"cleanup_extra_separators": (
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cup_options["cup_extra_separators"] if cup_options else PromptPostProcessor.DEFAULT_CUP_EXTRA_SEPARATORS
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),
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"cleanup_extra_separators2": (
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cup_options["cup_extra_separators2"]
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if cup_options
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else PromptPostProcessor.DEFAULT_CUP_EXTRA_SEPARATORS2
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),
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"cleanup_extra_separators_include_eol": (
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cup_options["cup_extra_separators_include_eol"]
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if cup_options
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else PromptPostProcessor.DEFAULT_CUP_EXTRA_SEPARATORS_INCLUDE_EOL
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),
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"cleanup_breaks": cup_options["cup_breaks"] if cup_options else PromptPostProcessor.DEFAULT_CUP_BREAKS,
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"cleanup_breaks_eol": (
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cup_options["cup_breaks_eol"] if cup_options else PromptPostProcessor.DEFAULT_CUP_BREAKS_EOL
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),
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"cleanup_ands": cup_options["cup_ands"] if cup_options else PromptPostProcessor.DEFAULT_CUP_ANDS,
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"cleanup_ands_eol": (
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cup_options["cup_ands_eol"] if cup_options else PromptPostProcessor.DEFAULT_CUP_ANDS_EOL
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),
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"cleanup_extranetwork_tags": (
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cup_options["cup_extranetwork_tags"]
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if cup_options
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else PromptPostProcessor.DEFAULT_CUP_EXTRANETWORK_TAGS
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),
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"cleanup_merge_attention": (
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cup_options["cup_merge_attention"] if cup_options else PromptPostProcessor.DEFAULT_CUP_MERGE_ATTENTION
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),
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"remove_extranetwork_tags": (
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cup_options["cup_remove_extranetwork_tags"]
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if cup_options
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else PromptPostProcessor.DEFAULT_CUP_REMOVE_EXTRANETWORK_TAGS
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),
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}
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self.wildcards_obj.refresh_wildcards(
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debug_level,
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wildcards_folders if options["process_wildcards"] else None,
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wc_options["wc_wildcards_input"] if wc_options else "",
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)
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self.extranetwork_mappings_obj.refresh_extranetwork_mappings(
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debug_level,
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enmappings_folders,
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en_options["en_mappings_input"] if en_options else "",
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)
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ppp = PromptPostProcessor(
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self.logger,
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self.interrupt,
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env_info,
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options,
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self.grammar_content,
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self.wildcards_obj,
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self.extranetwork_mappings_obj,
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)
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pos_prompt, neg_prompt, variables = ppp.process_prompt(pos_prompt, neg_prompt, seed if seed is not None else 1)
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return (
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pos_prompt,
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neg_prompt,
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variables,
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)
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def interrupt(self):
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nodes.interrupt_processing(True)
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class PromptPostProcessorWildcardOptionsComfyUINode:
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"""
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Node for wildcard options.
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"""
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def __init__(self):
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pass
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@classmethod
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def INPUT_TYPES(cls):
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return {
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"optional": {
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"folders": (
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"STRING",
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{
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"default": "",
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"tooltip": "Comma separated list of wildcards folders",
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"dynamicPrompts": False,
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},
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),
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"definitions": (
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"STRING",
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{
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"default": "",
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"multiline": True,
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"placeholder": "wildcards definitions",
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"tooltip": "Wildcards definitions in yaml/json format",
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"dynamicPrompts": False,
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},
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),
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"if_wildcards": (
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[e.value for e in PromptPostProcessor.IFWILDCARDS_CHOICES],
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{
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"default": PromptPostProcessor.IFWILDCARDS_CHOICES.stop.value,
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"tooltip": "How to handle invalid wildcards in the prompt",
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},
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),
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"choice_separator": (
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"STRING",
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{
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"default": PromptPostProcessor.DEFAULT_CHOICE_SEPARATOR,
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"tooltip": "Default separator for selected choices",
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"dynamicPrompts": False,
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},
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),
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"keep_choices_order": (
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"BOOLEAN",
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{
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"default": PromptPostProcessor.DEFAULT_KEEP_CHOICES_ORDER,
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"tooltip": "Keep the order of the choices in the prompt",
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"label_on": "Yes",
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"label_off": "No",
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},
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),
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},
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}
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RETURN_TYPES = ("PPP_OPTIONS_WC",)
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RETURN_NAMES = ("options",)
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|
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FUNCTION = "process"
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CATEGORY = "ACB"
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def process(
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self,
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folders: str,
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definitions: str,
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if_wildcards,
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choice_separator: str,
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keep_choices_order: bool,
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):
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options = {
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"wc_wildcards_folders": folders,
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"wc_wildcards_input": definitions,
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"wc_if_wildcards": if_wildcards,
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"wc_choice_separator": choice_separator,
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"wc_keep_choices_order": keep_choices_order,
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}
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return (options,)
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|
|
|
|
class PromptPostProcessorSTNOptionsComfyUINode:
|
|
"""
|
|
Node for Send-To-Negative options.
|
|
"""
|
|
|
|
def __init__(self):
|
|
pass
|
|
|
|
@classmethod
|
|
def INPUT_TYPES(cls):
|
|
return {
|
|
"optional": {
|
|
"separator": (
|
|
"STRING",
|
|
{
|
|
"default": PromptPostProcessor.DEFAULT_STN_SEPARATOR,
|
|
"tooltip": "Separator for the content added to the negative prompt",
|
|
"dynamicPrompts": False,
|
|
},
|
|
),
|
|
"ignore_repeats": (
|
|
"BOOLEAN",
|
|
{
|
|
"default": PromptPostProcessor.DEFAULT_STN_IGNORE_REPEATS,
|
|
"tooltip": "Ignore repeated content added to the negative prompt",
|
|
"label_on": "Yes",
|
|
"label_off": "No",
|
|
},
|
|
),
|
|
},
|
|
}
|
|
|
|
RETURN_TYPES = ("PPP_OPTIONS_STN",)
|
|
RETURN_NAMES = ("options",)
|
|
|
|
FUNCTION = "process"
|
|
|
|
CATEGORY = "ACB"
|
|
|
|
def process(
|
|
self,
|
|
separator: str,
|
|
ignore_repeats: bool,
|
|
):
|
|
options = {
|
|
"stn_separator": separator,
|
|
"stn_ignore_repeats": ignore_repeats,
|
|
}
|
|
return (options,)
|
|
|
|
|
|
class PromptPostProcessorCleanupOptionsComfyUINode:
|
|
"""
|
|
Node for Cleanup options.
|
|
"""
|
|
|
|
def __init__(self):
|
|
pass
|
|
|
|
@classmethod
|
|
def INPUT_TYPES(cls):
|
|
return {
|
|
"optional": {
|
|
"extra_spaces": (
|
|
"BOOLEAN",
|
|
{
|
|
"default": PromptPostProcessor.DEFAULT_CUP_EXTRA_SPACES,
|
|
"tooltip": "Remove extra spaces",
|
|
"label_on": "Yes",
|
|
"label_off": "No",
|
|
},
|
|
),
|
|
"empty_constructs": (
|
|
"BOOLEAN",
|
|
{
|
|
"default": PromptPostProcessor.DEFAULT_CUP_EMPTY_CONSTRUCTS,
|
|
"tooltip": "Remove empty constructs",
|
|
"label_on": "Yes",
|
|
"label_off": "No",
|
|
},
|
|
),
|
|
"extra_separators": (
|
|
"BOOLEAN",
|
|
{
|
|
"default": PromptPostProcessor.DEFAULT_CUP_EXTRA_SEPARATORS,
|
|
"tooltip": "Remove extra separators",
|
|
"label_on": "Yes",
|
|
"label_off": "No",
|
|
},
|
|
),
|
|
"extra_separators_additional": (
|
|
"BOOLEAN",
|
|
{
|
|
"default": PromptPostProcessor.DEFAULT_CUP_EXTRA_SEPARATORS2,
|
|
"tooltip": "Remove extra separators (additional cases)",
|
|
"label_on": "Yes",
|
|
"label_off": "No",
|
|
},
|
|
),
|
|
"extra_separators_include_eol": (
|
|
"BOOLEAN",
|
|
{
|
|
"default": PromptPostProcessor.DEFAULT_CUP_EXTRA_SEPARATORS_INCLUDE_EOL,
|
|
"tooltip": "Extra separators options also remove EOLs",
|
|
"label_on": "Yes",
|
|
"label_off": "No",
|
|
},
|
|
),
|
|
"around_breaks": (
|
|
"BOOLEAN",
|
|
{
|
|
"default": PromptPostProcessor.DEFAULT_CUP_BREAKS,
|
|
"tooltip": "Cleanup around BREAKs",
|
|
"label_on": "Yes",
|
|
"label_off": "No",
|
|
},
|
|
),
|
|
"breaks_with_eol": (
|
|
"BOOLEAN",
|
|
{
|
|
"default": PromptPostProcessor.DEFAULT_CUP_BREAKS_EOL,
|
|
"tooltip": "Set BREAKs in their own line",
|
|
"label_on": "Yes",
|
|
"label_off": "No",
|
|
},
|
|
),
|
|
"around_ands": (
|
|
"BOOLEAN",
|
|
{
|
|
"default": PromptPostProcessor.DEFAULT_CUP_ANDS,
|
|
"tooltip": "Cleanup around ANDs",
|
|
"label_on": "Yes",
|
|
"label_off": "No",
|
|
},
|
|
),
|
|
"ands_with_eol": (
|
|
"BOOLEAN",
|
|
{
|
|
"default": PromptPostProcessor.DEFAULT_CUP_ANDS_EOL,
|
|
"tooltip": "Set ANDs in their own line",
|
|
"label_on": "Yes",
|
|
"label_off": "No",
|
|
},
|
|
),
|
|
"around_extranetwork_tags": (
|
|
"BOOLEAN",
|
|
{
|
|
"default": PromptPostProcessor.DEFAULT_CUP_EXTRANETWORK_TAGS,
|
|
"tooltip": "Clean up around extra network tags",
|
|
"label_on": "Yes",
|
|
"label_off": "No",
|
|
},
|
|
),
|
|
"merge_attention": (
|
|
"BOOLEAN",
|
|
{
|
|
"default": PromptPostProcessor.DEFAULT_CUP_MERGE_ATTENTION,
|
|
"tooltip": "Merge nested attention constructs",
|
|
"label_on": "Yes",
|
|
"label_off": "No",
|
|
},
|
|
),
|
|
"remove_extranetwork_tags": (
|
|
"BOOLEAN",
|
|
{
|
|
"default": PromptPostProcessor.DEFAULT_CUP_REMOVE_EXTRANETWORK_TAGS,
|
|
"tooltip": "Remove extra network tags",
|
|
"label_on": "Yes",
|
|
"label_off": "No",
|
|
},
|
|
),
|
|
},
|
|
}
|
|
|
|
RETURN_TYPES = ("PPP_OPTIONS_CUP",)
|
|
RETURN_NAMES = ("options",)
|
|
|
|
FUNCTION = "process"
|
|
|
|
CATEGORY = "ACB"
|
|
|
|
def process(
|
|
self,
|
|
extra_spaces: bool,
|
|
empty_constructs: bool,
|
|
extra_separators: bool,
|
|
extra_separators_additional: bool,
|
|
extra_separators_include_eol: bool,
|
|
around_breaks: bool,
|
|
breaks_with_eol: bool,
|
|
around_ands: bool,
|
|
ands_with_eol: bool,
|
|
around_extranetwork_tags: bool,
|
|
merge_attention: bool,
|
|
remove_extranetwork_tags: bool,
|
|
):
|
|
options = {
|
|
"cup_extra_spaces": extra_spaces,
|
|
"cup_empty_constructs": empty_constructs,
|
|
"cup_extra_separators": extra_separators,
|
|
"cup_extra_separators2": extra_separators_additional,
|
|
"cup_extra_separators_include_eol": extra_separators_include_eol,
|
|
"cup_breaks": around_breaks,
|
|
"cup_breaks_eol": breaks_with_eol,
|
|
"cup_ands": around_ands,
|
|
"cup_ands_eol": ands_with_eol,
|
|
"cup_extranetwork_tags": around_extranetwork_tags,
|
|
"cup_merge_attention": merge_attention,
|
|
"cup_remove_extranetwork_tags": remove_extranetwork_tags,
|
|
}
|
|
return (options,)
|
|
|
|
|
|
class PromptPostProcessorENMappingOptionsComfyUINode:
|
|
"""
|
|
Node for ExtraNetworks mapping options.
|
|
"""
|
|
|
|
def __init__(self):
|
|
pass
|
|
|
|
@classmethod
|
|
def INPUT_TYPES(cls):
|
|
return {
|
|
"optional": {
|
|
"folders": (
|
|
"STRING",
|
|
{
|
|
"default": "",
|
|
"tooltip": "Comma separated list of extranetwork mappings folders",
|
|
"dynamicPrompts": False,
|
|
},
|
|
),
|
|
"definitions": (
|
|
"STRING",
|
|
{
|
|
"default": "",
|
|
"multiline": True,
|
|
"placeholder": "extranetwork mappings definitions",
|
|
"tooltip": "Extranetwork mappings definitions in yaml format",
|
|
"dynamicPrompts": False,
|
|
},
|
|
),
|
|
},
|
|
}
|
|
|
|
RETURN_TYPES = ("PPP_OPTIONS_EN",)
|
|
RETURN_NAMES = ("options",)
|
|
|
|
FUNCTION = "process"
|
|
|
|
CATEGORY = "ACB"
|
|
|
|
def process(
|
|
self,
|
|
folders: str,
|
|
definitions: str,
|
|
):
|
|
options = {
|
|
"en_mappings_folders": folders,
|
|
"en_mappings_input": definitions,
|
|
}
|
|
return (options,)
|
|
|
|
|
|
class PromptPostProcessorSelectVariableComfyUINode:
|
|
"""
|
|
Node for selecting a variable from a dictionary.
|
|
"""
|
|
|
|
def __init__(self):
|
|
pass
|
|
|
|
@classmethod
|
|
def INPUT_TYPES(cls):
|
|
return {
|
|
"required": {
|
|
"variables": (
|
|
"PPP_DICT",
|
|
{
|
|
"forceInput": True,
|
|
},
|
|
),
|
|
},
|
|
"optional": {
|
|
"name": (
|
|
"STRING",
|
|
{
|
|
"placeholder": "variable name",
|
|
"multiline": False,
|
|
"default": "",
|
|
"dynamicPrompts": False,
|
|
},
|
|
),
|
|
},
|
|
}
|
|
|
|
RETURN_TYPES = ("STRING",)
|
|
RETURN_NAMES = ("value",)
|
|
|
|
FUNCTION = "select"
|
|
|
|
CATEGORY = "ACB"
|
|
|
|
def select(
|
|
self,
|
|
variables: dict[str, str],
|
|
name: str,
|
|
):
|
|
value = ""
|
|
if variables:
|
|
if name == "":
|
|
value = "\n".join(f"{k}: {v}" for k, v in variables.items())
|
|
elif name in variables:
|
|
value = variables[name]
|
|
return (value,)
|