modules/processing_scripts/seed.py

import json

import gradio as gr

from modules import scripts, ui, errors
from modules.infotext_utils import PasteField
from modules.shared import cmd_opts
from modules.ui_components import ToolButton
from modules import infotext_utils


class ScriptSeed(scripts.ScriptBuiltinUI):
    section = "seed"
    create_group = False

    def __init__(self):
        self.seed = None
        self.reuse_seed = None
        self.reuse_subseed = None

    def title(self):
        return "Seed"

    def show(self, is_img2img):
        return scripts.AlwaysVisible

    def ui(self, is_img2img):
        with gr.Row(elem_id=self.elem_id("seed_row")):
            if cmd_opts.use_textbox_seed:
                self.seed = gr.Textbox(label='Seed', value="", elem_id=self.elem_id("seed"), min_width=100)
            else:
                self.seed = gr.Number(label='Seed', value=-1, elem_id=self.elem_id("seed"), min_width=100, precision=0)

            random_seed = ToolButton(ui.random_symbol, elem_id=self.elem_id("random_seed"), tooltip="Set seed to -1, which will cause a new random number to be used every time")
            reuse_seed = ToolButton(ui.reuse_symbol, elem_id=self.elem_id("reuse_seed"), tooltip="Reuse seed from last generation, mostly useful if it was randomized")

            seed_checkbox = gr.Checkbox(label='Extra', elem_id=self.elem_id("subseed_show"), value=False)

        with gr.Group(visible=False, elem_id=self.elem_id("seed_extras")) as seed_extras:
            with gr.Row(elem_id=self.elem_id("subseed_row")):
                subseed = gr.Number(label='Variation seed', value=-1, elem_id=self.elem_id("subseed"), precision=0)
                random_subseed = ToolButton(ui.random_symbol, elem_id=self.elem_id("random_subseed"))
                reuse_subseed = ToolButton(ui.reuse_symbol, elem_id=self.elem_id("reuse_subseed"))
                subseed_strength = gr.Slider(label='Variation strength', value=0.0, minimum=0, maximum=1, step=0.01, elem_id=self.elem_id("subseed_strength"))

            with gr.Row(elem_id=self.elem_id("seed_resize_from_row")):
                seed_resize_from_w = gr.Slider(minimum=0, maximum=2048, step=8, label="Resize seed from width", value=0, elem_id=self.elem_id("seed_resize_from_w"))
                seed_resize_from_h = gr.Slider(minimum=0, maximum=2048, step=8, label="Resize seed from height", value=0, elem_id=self.elem_id("seed_resize_from_h"))

        random_seed.click(fn=None, _js="function(){setRandomSeed('" + self.elem_id("seed") + "')}", show_progress=False, inputs=[], outputs=[])
        random_subseed.click(fn=None, _js="function(){setRandomSeed('" + self.elem_id("subseed") + "')}", show_progress=False, inputs=[], outputs=[])

        seed_checkbox.change(lambda x: gr.update(visible=x), show_progress=False, inputs=[seed_checkbox], outputs=[seed_extras])

        self.infotext_fields = [
            PasteField(self.seed, "Seed", api="seed"),
            PasteField(seed_checkbox, lambda d: "Variation seed" in d or "Seed resize from-1" in d),
            PasteField(subseed, "Variation seed", api="subseed"),
            PasteField(subseed_strength, "Variation seed strength", api="subseed_strength"),
            PasteField(seed_resize_from_w, "Seed resize from-1", api="seed_resize_from_h"),
            PasteField(seed_resize_from_h, "Seed resize from-2", api="seed_resize_from_w"),
        ]

        self.on_after_component(lambda x: connect_reuse_seed(self.seed, reuse_seed, x.component, False), elem_id=f'generation_info_{self.tabname}')
        self.on_after_component(lambda x: connect_reuse_seed(subseed, reuse_subseed, x.component, True), elem_id=f'generation_info_{self.tabname}')

        return self.seed, seed_checkbox, subseed, subseed_strength, seed_resize_from_w, seed_resize_from_h

    def setup(self, p, seed, seed_checkbox, subseed, subseed_strength, seed_resize_from_w, seed_resize_from_h):
        p.seed = seed

        if seed_checkbox and subseed_strength > 0:
            p.subseed = subseed
            p.subseed_strength = subseed_strength

        if seed_checkbox and seed_resize_from_w > 0 and seed_resize_from_h > 0:
            p.seed_resize_from_w = seed_resize_from_w
            p.seed_resize_from_h = seed_resize_from_h


def connect_reuse_seed(seed: gr.Number, reuse_seed: gr.Button, generation_info: gr.Textbox, is_subseed):
    """ Connects a 'reuse (sub)seed' button's click event so that it copies last used
        (sub)seed value from generation info the to the seed field. If copying subseed and subseed strength
        was 0, i.e. no variation seed was used, it copies the normal seed value instead."""

    def copy_seed(gen_info_string: str, index):
        res = -1
        try:
            gen_info = json.loads(gen_info_string)
            infotext = gen_info.get('infotexts')[index]
            gen_parameters = infotext_utils.parse_generation_parameters(infotext, [])
            res = int(gen_parameters.get('Variation seed' if is_subseed else 'Seed', -1))
        except Exception:
            if gen_info_string:
                errors.report(f"Error retrieving seed from generation info: {gen_info_string}", exc_info=True)

        return [res, gr.update()]

    reuse_seed.click(
        fn=copy_seed,
        _js="(x, y) => [x, selected_gallery_index()]",
        show_progress=False,
        inputs=[generation_info, seed],
        outputs=[seed, seed]
    )