# We need this so Python doesn't complain about the unknown StableDiffusionProcessing-typehint at runtime from __future__ import annotations import csv import os import os.path import typing import collections.abc as abc import tempfile import shutil if typing.TYPE_CHECKING: # Only import this when code is being type-checked, it doesn't have any effect at runtime from .processing import StableDiffusionProcessing class PromptStyle(typing.NamedTuple): name: str prompt: str negative_prompt: str def merge_prompts(style_prompt: str, prompt: str) -> str: if "{prompt}" in style_prompt: res = style_prompt.replace("{prompt}", prompt) else: parts = filter(None, (prompt.strip(), style_prompt.strip())) res = ", ".join(parts) return res def apply_styles_to_prompt(prompt, styles): for style in styles: prompt = merge_prompts(style, prompt) return prompt class StyleDatabase: def __init__(self, path: str): self.no_style = PromptStyle("None", "", "") self.styles = {"None": self.no_style} if not os.path.exists(path): return with open(path, "r", encoding="utf8", newline='') as file: reader = csv.DictReader(file) for row in reader: # Support loading old CSV format with "name, text"-columns prompt = row["prompt"] if "prompt" in row else row["text"] negative_prompt = row.get("negative_prompt", "") self.styles[row["name"]] = PromptStyle(row["name"], prompt, negative_prompt) def get_style_prompts(self, styles): return [self.styles.get(x, self.no_style).prompt for x in styles] def get_negative_style_prompts(self, styles): return [self.styles.get(x, self.no_style).negative_prompt for x in styles] def apply_styles_to_prompt(self, prompt, styles): return apply_styles_to_prompt(prompt, [self.styles.get(x, self.no_style).prompt for x in styles]) def apply_negative_styles_to_prompt(self, prompt, styles): return apply_styles_to_prompt(prompt, [self.styles.get(x, self.no_style).negative_prompt for x in styles]) def apply_styles(self, p: StableDiffusionProcessing) -> None: if isinstance(p.prompt, list): p.prompt = [self.apply_styles_to_prompt(prompt, p.styles) for prompt in p.prompt] else: p.prompt = self.apply_styles_to_prompt(p.prompt, p.styles) if isinstance(p.negative_prompt, list): p.negative_prompt = [self.apply_negative_styles_to_prompt(prompt, p.styles) for prompt in p.negative_prompt] else: p.negative_prompt = self.apply_negative_styles_to_prompt(p.negative_prompt, p.styles) def save_styles(self, path: str) -> None: # Write to temporary file first, so we don't nuke the file if something goes wrong fd, temp_path = tempfile.mkstemp(".csv") with os.fdopen(fd, "w", encoding="utf8", newline='') as file: # _fields is actually part of the public API: typing.NamedTuple is a replacement for collections.NamedTuple, # and collections.NamedTuple has explicit documentation for accessing _fields. Same goes for _asdict() writer = csv.DictWriter(file, fieldnames=PromptStyle._fields) writer.writeheader() writer.writerows(style._asdict() for k, style in self.styles.items()) # Always keep a backup file around if os.path.exists(path): shutil.move(path, path + ".bak") shutil.move(temp_path, path)