RuinedFooocus/ui_evolve.py

import gradio as gr
from shared import tokenizer
import random
import re
from random_prompt.build_dynamic_prompt import createpromptvariant


def add_evolve_tab(prompt, image_number, run_event):
    def tokenize_and_randomize(prompt, strength):
        all_tokens = list(tokenizer.get_vocab().keys())
        tokens = tokenizer.tokenize(prompt)
        res = []
        for token in tokens:
            if random.random() < float(strength / 100.0):
                res += [
                    all_tokens[random.randint(0, len(all_tokens) - 3)]
                ]  # Skip <|startoftext> & <|endoftext|>
            else:
                res += [token]
        return tokenizer.convert_tokens_to_string(res).strip()

    def randomize_words(prompt, strength):
        with open("wildcards_official/words.txt", "r", encoding="utf-8") as f:
            word_list = f.read().lower().splitlines()
        words = re.split(r"\b", prompt)
        res = []
        for word in words:
            if (
                not word.isdigit()
                and word.lower() in word_list
                and random.random() < float(strength / 100.0)
            ):
                res += [word_list[random.randint(0, len(word_list) - 1)]]
            else:
                res += [word]
        return "".join(res).strip()

    def four_evolved_prompts(prompt, mode, strength):
        res = []
        for i in range(4):
            match mode:
                case "Words":
                    res.append(randomize_words(prompt, strength))
                case "OBP Variant":
                    res.append(
                        createpromptvariant(
                            prompt, max(int(strength / 10), 3), advancedprompting=False
                        )
                    )
                case _:  # Use "Tokens" as default
                    res.append(tokenize_and_randomize(prompt, strength))
        return res

    def evolve(
        button,
        mode,
        strength,
        prompt,
        run_event,
    ):
        prompts = prompt.split("---")
        in_txt = prompts[min(int(button), len(prompts)) - 1]

        if mode == "Copy to Prompt...":
            result = (
                gr.update(value=in_txt),
                gr.update(),
                run_event,
            )
        else:
            res = (
                four_evolved_prompts(in_txt, mode, strength)
                + [in_txt]
                + four_evolved_prompts(in_txt, mode, strength)
            )
            result = (
                gr.update(value="\n---\n".join(res)),
                gr.update(value=1),
                run_event + 1,
            )

        return result

    with gr.Accordion(label="Evolve", open=False):
        evolve_btn = {}
        for x in range(0, 3):
            with gr.Row():
                for y in range(1, 4):
                    evolve_btn[3 * x + y] = gr.Button(
                        value=str(3 * x + y),
                        min_width=1,
                    )

        with gr.Group():
            evolve_modes = [
                "Tokens",
                "Words",
                "OBP Variant",
                "Copy to Prompt..."
            ]
            evolve_mode = gr.Dropdown(
                evolve_modes,
                value=evolve_modes[0],
                label="Mode",
            )

            evolve_strength = gr.Slider(
                minimum=0, maximum=100, value=10, step=1, label="Evolve chance %:"
            )
        #        with gr.Row():
        #            evo_help = gr.HTML(value='''
        #                Start with any prompt or random chunk of letters.<br>
        #                Click on the number of the image you like best.<br>
        #                Repeat.<br>
        #                For best result, set a static seed.<br>
        #            ''')

        for i in range(1, 10):
            evolve_btn[i].click(
                evolve,
                inputs=[
                    evolve_btn[i],
                    evolve_mode,
                    evolve_strength,
                    prompt,
                    run_event,
                ],
                outputs=[prompt, image_number, run_event],
            )