stable-diffusion-webui/scripts/webui_flet.py

924 lines
26 KiB
Python

# Flet imports
import flet as ft
from flet.ref import Ref
# other imports
from math import pi
from typing import Optional
from loguru import logger
# utils imports
import webui_flet_utils
# for debugging
from pprint import pprint
@logger.catch(reraise=True)
def main(page: ft.Page):
def load_settings():
settings = webui_flet_utils.get_user_settings_from_config()
page.session.set('settings',settings)
page.update()
def save_settings_to_config():
settings = page.session.get('settings')
webui_flet_utils.save_user_settings_to_config(settings)
def reset_settings_from_config():
settings = webui_flet_utils.get_default_settings_from_config()
page.session.remove('settings')
page.session.set('settings',settings)
save_settings_to_config()
# init ###############################################################
if not page.session.contains_key('settings'):
load_settings()
settings = page.session.get('settings')
if 'webui_page' in settings:
if 'default_theme' in settings['webui_page']:
page.theme_mode = settings['webui_page']['default_theme']['value']
# layouts ############################################################
def change_layout(e):
#set_current_layout_options(e.control.value)
set_current_layout_tools(e.control.value)
set_property_panel_options(e.control.value)
page.update()
# def set_current_layout_options(layout):
#for control in current_layout_options.controls:
# current_layout_options.controls.pop()
#if layout == 'Default':
# current_layout_options.controls.append(default_layout_options)
#elif layout == 'Textual Inversion':
# current_layout_options.controls.append(textual_inversion_layout_options)
#elif layout == 'Node Editor':
# current_layout_options.controls.append(node_editor_layout_options)
def set_current_layout_tools(layout):
for control in current_layout_tools.controls:
current_layout_tools.controls.pop()
if layout == 'Default':
current_layout_tools.controls.append(default_layout_tools)
elif layout == 'Textual Inversion':
current_layout_tools.controls.append(textual_inversion_layout_tools)
elif layout == 'Node Editor':
current_layout_tools.controls.append(node_editor_layout_tools)
def set_property_panel_options(layout):
controls = property_panel.content.controls
for control in controls:
controls.pop()
if layout == 'Default':
controls.append(default_layout_properties)
elif layout == 'Textual Inversion':
controls.append(textual_inversion_layout_properties)
elif layout == 'Node Editor':
controls.append(node_editor_layout_properties)
# settings window ####################################################
def close_settings_window(e):
settings_window.open = False
page.update()
def open_settings_window(e):
page.dialog = settings_window
settings_window.open = True
page.update()
def update_settings_window():
# settings_window.content.content.tabs = get_settings_window_tabs()
page.update()
def update_settings_window_tab(section):
try:
pprint(section)
for i, tab in enumerate(settings_window.content.content.tabs):
pprint(tab.text)
pprint(settings_window.content.content.tabs[i].text)
if section.startswith(tab.text):
settings_window.content.content.tabs[i] = get_settings_window_tab_page(section)
return
except:
print(f'"{section}" not found in tabs.')
def save_settings(e):
save_settings_to_config()
update_settings_window()
def reset_settings(e):
reset_settings_from_config()
update_settings_window()
def settings_window_tab_setting_changed(e):
settings = page.session.get('settings')
settings[e.control.data][e.control.label] = e.control.value
update_settings_window() #_tab(e.control.data)
page.update()
def settings_window_tab_slider_changed(e):
settings = page.session.get('settings')
settings[e.control.data[0]][e.control.data[1]] = e.control.value
update_settings_window() #_tab(e.control.data[0])
page.update()
def get_settings_window_tab_settings(section):
settings = page.session.get('settings')
settings = settings[section]
section_settings = [ft.Divider(height=10, color='gray')]
for setting in settings:
if 'value' not in settings[setting]:
continue
display = None
display_type = settings[setting]['display']
if display_type == 'dropdown':
option_list = []
for i in range(len(settings[setting]['option_list'])):
item = ft.dropdown.Option(
text = settings[setting]['option_list'][i]
)
option_list.append(item)
display = ft.Dropdown(
label = setting,
value = settings[setting]['value'],
options = option_list,
on_change = settings_window_tab_setting_changed,
data = section,
content_padding = 10,
width = page.width * 0.25,
)
elif display_type == 'slider':
display = ft.Column(
controls = [
ft.Text(
value = setting,
text_align = 'center',
),
ft.Row(
width = page.width * 0.25,
controls = [
ft.Slider(
value = settings[setting]['value'],
label = "{value}",
min = settings[setting]['min'],
max = settings[setting]['max'],
#divisions = settings[setting]['increment'],
# ft.Slider doesn't accept float for increments.
on_change = settings_window_tab_slider_changed,
data = [section, setting],
expand = 4,
),
ft.TextField(
value = settings[setting]['value'],
on_submit = settings_window_tab_slider_changed,
data = [section, setting],
content_padding = 10,
expand = 1,
),
],
),
],
)
elif display_type == 'textinput':
display = ft.TextField(
label = setting,
value = settings[setting]['value'],
on_submit = settings_window_tab_setting_changed,
data = section,
content_padding = 10,
width = page.width * 0.25,
)
else:
continue
new_row = ft.Row(
controls = [
display,
]
)
section_settings.append(new_row)
return section_settings
def get_settings_window_tab_page(section):
settings_window_tab_page = ft.Column(
alignment = 'start',
scroll = 'auto',
controls = get_settings_window_tab_settings(section),
)
return settings_window_tab_page
def get_settings_window_tabs():
settings = page.session.get('settings')
tabs = []
for section in settings:
if section.endswith('_page'):
tab = ft.Tab(
text = section.split('_')[0],
content = get_settings_window_tab_page(section),
)
tabs.append(tab)
return tabs
settings_window_tabs = get_settings_window_tabs()
settings_window = ft.AlertDialog(
#modal = True,
title = ft.Text("Settings"),
content = ft.Container(
width = page.width * 0.50,
content = ft.Tabs(
selected_index = 0,
animation_duration = 300,
tabs = settings_window_tabs,
),
),
actions = [
ft.ElevatedButton(
text = "Save",
icon = ft.icons.SAVE,
on_click = save_settings,
),
ft.ElevatedButton(
text = "Restore Defaults",
icon = ft.icons.RESTORE_FROM_TRASH_ROUNDED,
on_click = reset_settings,
),
],
actions_alignment="end",
#on_dismiss=lambda e: print("Modal dialog dismissed!"),
)
# gallery window #####################################################
def close_gallery_window(e):
gallery_window.open = False
page.update()
def open_gallery_window(e):
page.dialog = gallery_window
gallery_window.open = True
page.update()
gallery_window = ft.AlertDialog(
title = ft.Text('Gallery'),
content = ft.Row(
controls = [
ft.Text('Under Construction.'),
ft.Container(
width = page.width * 0.75,
height = page.height * 0.75,
),
],
),
actions = [
ft.ElevatedButton(
text = "Save",
icon = ft.icons.SAVE,
on_click = None,
),
ft.ElevatedButton(
text = "Discard",
icon = ft.icons.RESTORE_FROM_TRASH_ROUNDED,
on_click = None,
),
],
actions_alignment="end",
)
# app bar ############################################################
app_bar_title = ft.Text(
value = "Sygil",
size = 20,
text_align = 'center',
)
prompt = ft.TextField(
value = "",
min_lines = 1,
max_lines = 1,
content_padding = 10,
shift_enter = True,
tooltip = "Prompt to use for generation.",
autofocus = True,
hint_text = "A corgi wearing a top hat as an oil painting.",
height = 50,
)
generate_button = ft.ElevatedButton(
text = "Generate",
on_click=None,
height = 50,
)
# current_layout = ft.Text(
#value = 'Default',
#size = 20,
#tooltip = "Current Workspace",
# )
# default_layout_options = ft.Row(
#alignment = 'start',
#controls = [
# ft.Container(ft.IconButton(content = ft.Text(value = 'Canvas'), tooltip ='Canvas Options', on_click = None, disabled=True)),
# ft.Container(ft.IconButton(content = ft.Text(value = 'Layers'), tooltip ='Layer Options', on_click = None, disabled=True)),
# ft.Container(ft.IconButton(content = ft.Text(value = 'Tools'), tooltip ='Toolbox', on_click = None, disabled=True)),
# ft.Container(ft.IconButton(content = ft.Text(value = 'Preferences'), tooltip ='Set Editor Preferences', on_click = None, disabled=True)),
#],
#height = 50,
# )
# textual_inversion_layout_options = ft.Row(
#alignment = 'start',
#controls = [
# ft.Container(ft.IconButton(content = ft.Icon(ft.icons.ADD_OUTLINED), tooltip ='textual_inversion options 1', on_click = None, disabled=True)),
# ft.Container(ft.IconButton(content = ft.Icon(ft.icons.ADD_OUTLINED), tooltip = 'textual_inversion options 2', on_click = None, disabled=True)),
# ft.Container(ft.IconButton(content = ft.Icon(ft.icons.ADD_OUTLINED), tooltip = 'textual_inversion options 3', on_click = None, disabled=True)),
#],
#height = 50,
# )
# node_editor_layout_options = ft.Row(
#alignment = 'start',
#controls = [
# ft.Container(ft.IconButton(content = ft.Icon(ft.icons.ADD_OUTLINED), tooltip ='node_editor options 1', on_click = None, disabled=True)),
# ft.Container(ft.IconButton(content = ft.Icon(ft.icons.ADD_OUTLINED), tooltip = 'node_editor options 2', on_click = None, disabled=True)),
# ft.Container(ft.IconButton(content = ft.Icon(ft.icons.ADD_OUTLINED), tooltip = 'node_editor options 3', on_click = None, disabled=True)),
#],
#height = 50,
# )
# current_layout_options = ft.Row(
#alignment = 'start',
#controls = [
# ft.Container(content = default_layout_options),
#],
#height = 50,
# )
layout_menu = ft.Row(
alignment = 'start',
controls = [
ft.Dropdown(
options = [
ft.dropdown.Option(text="Default"),
ft.dropdown.Option(text="Textual Inversion"),
ft.dropdown.Option(text="Node Editor"),
],
value = 'Default',
content_padding = 10,
width = 200,
on_change = change_layout,
tooltip = "Switch between different workspaces",
height = 50,
)
],
height = 50,
)
def change_theme(e):
page.theme_mode = "dark" if page.theme_mode == "light" else "light"
if "(Light theme)" in theme_switcher.tooltip:
theme_switcher.tooltip = theme_switcher.tooltip.replace("(Light theme)", '')
if "(Dark theme)" in theme_switcher.tooltip:
theme_switcher.tooltip = theme_switcher.tooltip.replace("(Dark theme)", '')
theme_switcher.tooltip += "(Light theme)" if page.theme_mode == "light" else "(Dark theme)"
page.update()
theme_switcher = ft.IconButton(
ft.icons.WB_SUNNY_OUTLINED,
on_click = change_theme,
expand = 1,
tooltip = f"Click to change between the light and dark themes. Current {'(Light theme)' if page.theme_mode == 'light' else '(Dark theme)'}",
height = 50,
)
settings_button = ft.IconButton(
icon = ft.icons.SETTINGS,
on_click = open_settings_window,
height = 50,
)
# menu_button = ft.PopupMenuButton(
#items = [
# #ft.PopupMenuItem(text="Settings", on_click=open_settings_modal),
# ft.PopupMenuItem(), # divider
# #ft.PopupMenuItem(text="Checked item", checked=False, on_click=check_item_clicked),
#],
#height = 50,
# )
option_bar = ft.Row(
controls = [
#ft.Container(expand=True, content = current_layout_options),
ft.Container(expand = 2, content = layout_menu),
ft.Container(expand = 1, content = theme_switcher),
ft.Container(expand = 1, content = settings_button),
#ft.Container(expand = 1, content = menu_button),
],
height = 50,
)
appbar = ft.Row(
width = page.width,
controls = [
ft.Container(content = app_bar_title),
ft.VerticalDivider(width = 20, opacity = 0),
ft.Container(expand = 6, content = prompt),
#ft.Container(expand = 1, content = generate_button),
ft.Container(expand = 4, content = option_bar),
],
height = 50,
)
# toolbar ############################################################
open_gallery_button = ft.IconButton(width = 50, content = ft.Icon(ft.icons.DASHBOARD_OUTLINED), tooltip = 'Gallery', on_click = open_gallery_window)
import_image_button = ft.IconButton(width = 50, content = ft.Icon(ft.icons.ADD_OUTLINED), tooltip = 'Import image as new layer', on_click = None)
universal_tools = ft.Row(
alignment = 'start',
width = 50,
wrap = True,
controls = [
open_gallery_button,
import_image_button,
]
)
# default layout tools
default_layout_tools = ft.Row(
alignment = 'start',
wrap = True,
controls = [
],
)
# textual inversion tools
textual_inversion_layout_tools = ft.Row(
alignment = 'start',
wrap = True,
controls = [
],
)
# node editor tools
node_editor_layout_tools = ft.Row(
alignment = 'start',
wrap = True,
controls = [
],
)
current_layout_tools = ft.Column(
controls = [
default_layout_tools,
],
)
toolbar = ft.Column(
controls = [
ft.Container(content = universal_tools),
ft.Container(content = current_layout_tools),
],
)
# layers panel #######################################################
def show_hide_layer(e):
parent = e.control.data['parent']
if parent.data['hidden']:
parent.data['hidden'] = False
parent.opacity = 1.0
else:
parent.data['hidden'] = True
parent.opacity = 0.5
page.update()
def get_layers():
layers = [ft.Divider(height=10, opacity = 0)]
count = 0
for i in range(10):
count += 1
layer_icon = ft.IconButton(
icon = ft.icons.HIGHLIGHT_ALT_OUTLINED,
tooltip = 'show/hide',
on_click = show_hide_layer,
data = {'parent':None},
)
layer_label = ft.Text(value = ("layer_" + str(count)))
layer_button = ft.Row(
controls = [
layer_icon,
layer_label,
],
data = {'hidden':False},
)
layer_icon.data.update({'parent':layer_button}) # <--see what i did there? :)
layers.append(layer_button)
return layers
layer_list = get_layers()
layer_manager = ft.Container(
content = ft.Column(
controls = layer_list,
),
bgcolor = ft.colors.WHITE10,
)
asset_manager = ft.Container(
content = ft.Column(
controls = [
ft.Divider(height=10, opacity = 0),
ft.Text("Under Construction"),
],
),
bgcolor = ft.colors.WHITE10,
)
layers = ft.Container(
width = 200,
content = ft.Tabs(
selected_index = 0,
animation_duration = 300,
tabs = [
ft.Tab(
text = "Layers",
content = layer_manager,
),
ft.Tab(
text = "Assets",
content = asset_manager,
),
],
),
)
# canvas #############################################################
canvas = ft.Container(
content = ft.Stack(
[
ft.Image(
src=f"https://i.redd.it/qdxksbar05o31.jpg",
#width=300,
#height=300,
#fit="contain",
gapless_playback=True,
expand=True,
),
],
clip_behavior = None,
),
alignment = ft.alignment.center,
expand = True,
)
# text editor ########################################################
text_editor = ft.Container(
content = ft.Text('Under Construction.'),
expand = True,
)
# top panel ##########################################################
top_panel = ft.Container(
content = ft.Tabs(
selected_index = 0,
animation_duration = 300,
tabs = [
ft.Tab(
text = 'Canvas',
content = canvas,
),
ft.Tab(
text = 'Text Editor',
content = text_editor,
),
],
),
expand = True,
)
# bottom_panel #######################################################
video_editor_window = ft.Container(bgcolor=ft.colors.BLACK12, height=250)
messages_window = ft.Container(bgcolor=ft.colors.BLACK12, height=250)
bottom_panel = ft.Row(
height = 150,
controls = [
ft.Tabs(
selected_index = 0,
animation_duration = 300,
tabs = [
ft.Tab(
text = "Messages",
content = messages_window,
),
ft.Tab(
text = "Video Editor",
content = video_editor_window,
),
],
),
],
)
# center panel #######################################################
center_panel = ft.Container(
content = ft.Column(
controls = [
top_panel,
bottom_panel,
],
),
expand = True,
)
# property panel #####################################################
# canvas layout properties
model_menu = ft.Dropdown(
label = "Custom Models",
options = [
ft.dropdown.Option("Stable Diffusion 1.5"),
ft.dropdown.Option("Waifu Diffusion 1.3"),
ft.dropdown.Option("MM-27 Merged Pruned"),
],
height = 70,
expand = 1,
content_padding = 10,
value = "Stable Diffusion 1.5",
tooltip = "Custom models located in your `models/custom` folder including the default stable diffusion model.",
)
sampling_menu = ft.Dropdown(
label = "Sampling method",
options = [ #["k_lms", "k_euler", "k_euler_a", "k_dpm_2", "k_dpm_2_a", "k_heun", "PLMS", "DDIM"]
ft.dropdown.Option("k_lms"),
ft.dropdown.Option("k_euler"),
ft.dropdown.Option("k_euler_a"),
ft.dropdown.Option("k_dpm_2"),
ft.dropdown.Option("k_dpm_2_a"),
ft.dropdown.Option("k_heun"),
ft.dropdown.Option("PLMS"),
ft.dropdown.Option("DDIM"),
],
height = 70,
expand = 1,
content_padding = 10,
value = "k_lms",
tooltip = "Sampling method or scheduler to use, different sampling method"
" or schedulers behave differently giving better or worst performance in more or less steps."
"Try to find the best one for your needs and hardware.",
)
default_layout_properties = ft.Container(
content = ft.Column(
controls = [
ft.Row(
controls = [
model_menu,
],
spacing = 4,
alignment = 'spaceAround',
),
ft.Row(
controls = [
sampling_menu,
],
spacing = 4,
alignment = 'spaceAround',
),
ft.Row(
controls = [
ft.TextField(label="Width", value=512, height=50, expand=1, content_padding=10, suffix_text="W", text_align='center', tooltip="Widgth in pixels.", keyboard_type="number"),
ft.TextField(label="Height", value=512, height=50, expand=1, content_padding=10, suffix_text="H", text_align='center', tooltip="Height in pixels.",keyboard_type="number"),
],
spacing = 4,
alignment = 'spaceAround',
),
ft.Row(
controls = [
ft.TextField(label="CFG", value=7.5, height=50, expand=1, content_padding=10, text_align='center', #suffix_text="CFG",
tooltip="Classifier Free Guidance Scale.", keyboard_type="number"),
ft.TextField(label="Sampling Steps", value=30, height=50, expand=1, content_padding=10, text_align='center', tooltip="Sampling steps.", keyboard_type="number"),
],
spacing = 4,
alignment = 'spaceAround',
),
ft.Row(
controls = [
ft.TextField(
label = "Seed",
hint_text = "blank=random seed",
height = 50,
expand = 1,
text_align = 'start',
content_padding = 10,
#suffix_text = "seed",
tooltip = "Seed used for the generation, leave empty or use -1 for a random seed. You can also use word as seeds.",
keyboard_type = "number"
),
],
spacing = 4,
alignment = 'spaceAround',
),
ft.Draggable(content=ft.Divider(height=10, color="gray")),
#ft.Switch(label="Stable Horde", value=False, disabled=True, tooltip="Option disabled for now."),
#ft.Draggable(content=ft.Divider(height=10, color="gray")),
#ft.Switch(label="Batch Options", value=False, disabled=True, tooltip="Option disabled for now."),
#ft.Draggable(content=ft.Divider(height=10, color="gray")),
#ft.Switch(label="Upscaling", value=False, disabled=True, tooltip="Option disabled for now."),
#ft.Draggable(content=ft.Divider(height=10, color="gray")),
#ft.Switch(label="Preview Image Settings", value=False, disabled=True, tooltip="Option disabled for now."),
#ft.Draggable(content=ft.Divider(height=10, color="gray")),
]
),
expand = True
)
# textual inversion layout properties
clip_model_menu_label = ft.Text(value='Clip Models', tooltip = "Select Clip model(s) to use.")
clip_model_menu = ft.PopupMenuButton(
items = [
ft.PopupMenuItem(text="Vit-L/14", checked=False, data='Vit-L/14', on_click=None),
ft.PopupMenuItem(text="Vit-H-14", checked=False, data='Vit-H-14', on_click=None),
ft.PopupMenuItem(text="Vit-g-14", checked=False, data='Vit-g-14', on_click=None),
],
)
other_model_menu_label = ft.Text(value='Other Models', tooltip = "For DiscoDiffusion and JAX enable all the same models here as you intend to use when generating your images.")
other_model_menu = ft.PopupMenuButton(
items = [
ft.PopupMenuItem(text="VitL14_336px", checked=False, data='VitL14_336px', on_click=None),
ft.PopupMenuItem(text="VitB16", checked=False, data='VitB16', on_click=None),
ft.PopupMenuItem(text="VitB32", checked=False, data='VitB32', on_click=None),
ft.PopupMenuItem(text="RN50", checked=False, data='RN50', on_click=None),
ft.PopupMenuItem(text="RN50x4", checked=False, data='RN50x4', on_click=None),
ft.PopupMenuItem(text="RN50x16", checked=False, data='RN50x16', on_click=None),
ft.PopupMenuItem(text="RN50x64", checked=False, data='RN50x64', on_click=None),
ft.PopupMenuItem(text="RN101", checked=False, data='RN101', on_click=None),
],
)
def get_textual_inversion_settings():
settings = {
'selected_models' : [],
'selected_images' : [],
'results' : [],
}
return settings
def get_textual_inversion_grid_row(row_name):
row_items = []
row_items.append(ft.Text(value = row_name))
row_items.append(ft.Text(value = webui_flet_utils.get_textual_inversion_row_value(row_name)))
return row_items
def get_textual_inversion_results_grid():
grid_rows = []
for item in webui_flet_utils.textual_inversion_grid_row_list:
grid_rows.append(
ft.Row(
controls = get_textual_inversion_grid_row(item),
height = 50,
)
)
return ft.Column(controls = grid_rows)
def get_textual_inversion_results(e):
e.control.data = get_textual_inversion_settings()
webui_flet_utils.run_textual_inversion(e.control.data)
textual_inversion_results.content = get_textual_inversion_results_grid()
page.update()
run_textual_inversion_button = ft.ElevatedButton("Get Text from Image(s)", on_click=get_textual_inversion_results, data = {})
textual_inversion_results = ft.Container(content = None)
textual_inversion_layout_properties = ft.Container(
content = ft.Column(
controls = [
ft.Row(
controls = [
clip_model_menu_label,
clip_model_menu,
],
spacing = 4,
alignment = 'spaceAround',
),
ft.Row(
controls = [
other_model_menu_label,
other_model_menu,
],
spacing = 4,
alignment = 'spaceAround',
),
ft.Row(
controls = [
run_textual_inversion_button,
],
alignment = 'spaceAround',
),
ft.Draggable(content=ft.Divider(height=10, color="gray")),
ft.Row(
controls = [
textual_inversion_results,
],
wrap = True,
)
]
),
expand = True
)
# node editor layout properties
node_editor_layout_properties = ft.Container(
content = ft.Column(
controls = [
]
),
expand = True
)
# property panel
property_panel = ft.Container(
bgcolor = ft.colors.WHITE10,
content = ft.Column(
controls = [
ft.Divider(height=10, opacity = 0),
default_layout_properties,
],
),
)
# advanced panel
advanced_panel = ft.Container(
bgcolor = ft.colors.WHITE10,
content = ft.Column(
controls = [
ft.Divider(height=10, opacity = 0),
ft.Text("Under Construction."),
],
),
)
right_panel = ft.Container(
content = ft.Tabs(
selected_index = 0,
animation_duration = 300,
tabs = [
ft.Tab(
text = 'Properties',
content = property_panel,
),
ft.Tab(
text = 'Advanced',
content = advanced_panel,
),
],
),
width = 250,
)
# workspace ##########################################################
workspace = ft.Row(
controls = [
toolbar,
ft.VerticalDivider(width=2, color="gray", opacity = 0),
layers,
ft.VerticalDivider(width=2, color="gray", opacity = 0),
center_panel,
ft.VerticalDivider(width=2, color="gray", opacity = 0),
right_panel,
],
expand=True,
)
# make page ##########################################################
page.title = "Stable Diffusion Playground"
page.theme_mode = "dark"
page.appbar = ft.AppBar(
#leading=leading,
#leading_width=leading_width,
automatically_imply_leading=True,
#elevation=5,
bgcolor=ft.colors.BLACK26,
actions=[appbar]
)
page.add(workspace)
ft.app(target=main, port=8505, view=ft.WEB_BROWSER)