from typing import List, Tuple, Union import gradio as gr from modules.processing import StableDiffusionProcessing from scripts import external_code from scripts.logging import logger def field_to_displaytext(fieldname: str) -> str: return " ".join([word.capitalize() for word in fieldname.split("_")]) def displaytext_to_field(text: str) -> str: return "_".join([word.lower() for word in text.split(" ")]) def parse_value(value: str) -> Union[str, float, int, bool]: if value in ("True", "False"): return value == "True" try: return int(value) except ValueError: try: return float(value) except ValueError: return value # Plain string. def serialize_unit(unit: external_code.ControlNetUnit) -> str: log_value = { field_to_displaytext(field): getattr(unit, field) for field in vars(external_code.ControlNetUnit()).keys() if field not in ("image", "enabled") and getattr(unit, field) != -1 # Note: exclude hidden slider values. } if not all("," not in str(v) and ":" not in str(v) for v in log_value.values()): logger.error(f"Unexpected tokens encountered:\n{log_value}") return "" return ", ".join(f"{field}: {value}" for field, value in log_value.items()) def parse_unit(text: str) -> external_code.ControlNetUnit: return external_code.ControlNetUnit( enabled=True, **{ displaytext_to_field(key): parse_value(value) for item in text.split(",") for (key, value) in (item.strip().split(": "),) }, ) class Infotext(object): def __init__(self) -> None: self.infotext_fields: List[Tuple[gr.components.IOComponent, str]] = [] self.paste_field_names: List[str] = [] @staticmethod def unit_prefix(unit_index: int) -> str: return f"ControlNet {unit_index}" def register_unit(self, unit_index: int, uigroup) -> None: """Register the unit's UI group. By regsitering the unit, A1111 will be able to paste values from infotext to IOComponents. Args: unit_index: The index of the ControlNet unit uigroup: The ControlNetUiGroup instance that contains all gradio iocomponents. """ unit_prefix = Infotext.unit_prefix(unit_index) for field in vars(external_code.ControlNetUnit()).keys(): # Exclude image for infotext. if field == "image": continue # Every field in ControlNetUnit should have a cooresponding # IOComponent in ControlNetUiGroup. io_component = getattr(uigroup, field) component_locator = f"{unit_prefix} {field}" self.infotext_fields.append((io_component, component_locator)) self.paste_field_names.append(component_locator) @staticmethod def write_infotext( units: List[external_code.ControlNetUnit], p: StableDiffusionProcessing ): """Write infotext to `p`.""" p.extra_generation_params.update( { Infotext.unit_prefix(i): serialize_unit(unit) for i, unit in enumerate(units) if unit.enabled } ) @staticmethod def on_infotext_pasted(infotext: str, results: dict) -> None: """Parse ControlNet infotext string and write result to `results` dict.""" updates = {} for k, v in results.items(): if not k.startswith("ControlNet"): continue assert isinstance(v, str), f"Expect string but got {v}." try: for field, value in vars(parse_unit(v)).items(): if field == "image": continue assert value is not None, f"{field} == None" component_locator = f"{k} {field}" updates[component_locator] = value logger.debug(f"InfoText: Setting {component_locator} = {value}") except Exception: logger.warn( f"Failed to parse infotext, legacy format infotext is no longer supported:\n{v}" ) results.update(updates)