328 lines
19 KiB
Python
328 lines
19 KiB
Python
import os
|
|
import sys
|
|
import typing as t
|
|
|
|
import gradio as gr
|
|
|
|
import launch
|
|
import modules
|
|
from modules import shared
|
|
from scripts.logging.msai_logger import Logger
|
|
from scripts.runtime.msai_prelude import MiaoshouPrelude
|
|
from scripts.runtime.msai_runtime import MiaoshouRuntime
|
|
import modules.generation_parameters_copypaste as parameters_copypaste
|
|
from modules.ui_components import ToolButton
|
|
|
|
|
|
class MiaoShouAssistant(object):
|
|
# default css definition
|
|
default_css = '#my_model_cover{width: 100px;} #my_model_trigger_words{width: 200px;}'
|
|
|
|
def __init__(self) -> None:
|
|
self.logger = Logger()
|
|
self.prelude = MiaoshouPrelude()
|
|
self.runtime = MiaoshouRuntime()
|
|
self.refresh_symbol = '\U0001f504'
|
|
self.folder_symbol = '\U0001f4c2' # 📂
|
|
|
|
def on_event_ui_tabs_opened(self) -> t.List[t.Optional[t.Tuple[t.Any, str, str]]]:
|
|
with gr.Blocks(analytics_enabled=False, css=MiaoShouAssistant.default_css) as miaoshou_assistant:
|
|
self.create_subtab_boot_assistant()
|
|
self.create_subtab_model_management()
|
|
self.create_subtab_model_download()
|
|
|
|
return [(miaoshou_assistant.queue(), "Miaoshou Assistant", "miaoshou_assistant")]
|
|
|
|
def create_subtab_boot_assistant(self) -> None:
|
|
with gr.TabItem('Boot Assistant', elem_id="boot_assistant_tab") as boot_assistant:
|
|
with gr.Row():
|
|
with gr.Column(elem_id="col_model_list"):
|
|
gpu, theme, port, chk_args, txt_args, webui_ver = self.runtime.get_default_args()
|
|
gr.Markdown(value="Argument settings")
|
|
with gr.Row():
|
|
self.drp_gpu = gr.Dropdown(label="VRAM Size", elem_id="drp_args_vram",
|
|
choices=list(self.prelude.gpu_setting.keys()),
|
|
value=gpu, interactive=True)
|
|
self.drp_theme = gr.Dropdown(label="UI Theme", choices=list(self.prelude.theme_setting.keys()),
|
|
value=theme,
|
|
elem_id="drp_args_theme", interactive=True)
|
|
self.txt_listen_port = gr.Text(label='Listen Port', value=port, elem_id="txt_args_listen_port",
|
|
interactive=True)
|
|
|
|
with gr.Row():
|
|
|
|
self.chk_group_args = gr.CheckboxGroup(choices=list(self.prelude.checkboxes.keys()), value=chk_args,
|
|
show_label=False)
|
|
self.additional_args = gr.Text(label='COMMANDLINE_ARGS (Divide by space)', value=txt_args,
|
|
elem_id="txt_args_more", interactive=True)
|
|
|
|
with gr.Row():
|
|
with gr.Column():
|
|
txt_save_status = gr.Markdown(visible=False, interactive=False, show_label=False)
|
|
drp_choose_version = gr.Dropdown(label="WebUI Version",
|
|
choices=['Official Release', 'Python Integrated'],
|
|
value=webui_ver, elem_id="drp_args_version",
|
|
interactive=True)
|
|
gr.HTML(
|
|
'<div><p>*Save your settings to webui-user.bat file. Use Python Integrated only if your'
|
|
' WebUI is extracted from a zip file and does not need python installation</p></div>')
|
|
save_settings = gr.Button(value="Save Boot Settings", elem_id="btn_arg_save_setting")
|
|
|
|
with gr.Row():
|
|
# with gr.Column():
|
|
# settings_submit = gr.Button(value="Apply settings", variant='primary', elem_id="ms_settings_submit")
|
|
# with gr.Column():
|
|
btn_apply = gr.Button(value='Apply Settings', variant='primary',
|
|
elem_id="ms_settings_restart_gradio")
|
|
restart_gradio = gr.Button(value='Restart WebUI', variant='primary',
|
|
elem_id="ms_settings_restart_gradio")
|
|
|
|
'''def mod_args(drp_gpu, drp_theme, txt_listen_port, chk_group_args, additional_args):
|
|
global commandline_args
|
|
|
|
get_final_args(drp_gpu, drp_theme, txt_listen_port, hk_group_args, additional_args)
|
|
|
|
print(commandline_args)
|
|
print(sys.argv)
|
|
#if '--xformers' not in sys.argv:
|
|
#sys.argv.append('--xformers')
|
|
|
|
settings_submit.click(mod_args, inputs=[drp_gpu, drp_theme, txt_listen_port, chk_group_args, additional_args], outputs=[])'''
|
|
|
|
save_settings.click(self.runtime.change_boot_setting,
|
|
inputs=[drp_choose_version, self.drp_gpu, self.drp_theme, self.txt_listen_port, self.chk_group_args,
|
|
self.additional_args], outputs=[txt_save_status])
|
|
btn_apply.click(
|
|
self.save_cmdline_args,
|
|
inputs=[self.drp_gpu, self.drp_theme, self.txt_listen_port, self.chk_group_args,
|
|
self.additional_args],
|
|
outputs=[txt_save_status],
|
|
)
|
|
|
|
def request_restart():
|
|
shared.state.interrupt()
|
|
shared.state.need_restart = True
|
|
|
|
restart_gradio.click(
|
|
request_restart,
|
|
_js='restart_reload',
|
|
inputs=[],
|
|
outputs=[],
|
|
)
|
|
|
|
with gr.Column():
|
|
with gr.Row():
|
|
machine_settings = self.prelude.get_sys_info()
|
|
txt_sys_info = gr.TextArea(value=machine_settings, lines=20, max_lines=20,
|
|
label="System Info",
|
|
show_label=False, interactive=False)
|
|
with gr.Row():
|
|
sys_info_refbtn = gr.Button(value="Refresh")
|
|
|
|
def update_chkbox(chkbox):
|
|
print(chkbox)
|
|
|
|
self.drp_gpu.change(self.runtime.update_xformers, inputs=[self.drp_gpu, self.chk_group_args], outputs=[self.chk_group_args])
|
|
self.chk_group_args.change(update_chkbox, inputs=[self.chk_group_args], outputs=[])
|
|
sys_info_refbtn.click(self.prelude.get_sys_info, None, txt_sys_info)
|
|
|
|
|
|
def create_subtab_model_management(self) -> None:
|
|
with gr.TabItem('Model Management', elem_id="model_management_tab") as tab_batch:
|
|
with gr.Row():
|
|
with gr.Column():
|
|
with gr.Row():
|
|
gr.Markdown(value="If you want your model directory to be other than [your_webui_dir]\\models, select a new directory down below. "
|
|
"Your default models directory needs to be removed first before you apply. Make sure do your backups!")
|
|
md_result = gr.Markdown(visible=False, value="")
|
|
with gr.Row():
|
|
model_folder_path = gr.Textbox("", label="Model path", interactive=False)
|
|
open_folder_button = ToolButton(value=self.folder_symbol,
|
|
elem_id="hidden_element" if shared.cmd_opts.hide_ui_dir_config else "open_folder_metadata_editor")
|
|
refresh_models_button = ToolButton(value=self.refresh_symbol, elem_id="hidden_element")
|
|
with gr.Row():
|
|
btn_connect_modeldir = gr.Button(value="Apply Virtual Model Folder")
|
|
|
|
with gr.Row():
|
|
my_models = self.runtime.get_local_models()
|
|
self.runtime.ds_my_models = gr.Dataset(
|
|
components=[gr.Image(visible=False, label='Cover', elem_id='my_model_cover'),
|
|
gr.Textbox(visible=False, label='ModelId'),
|
|
gr.Textbox(visible=False, label='Name/Version'),
|
|
gr.Textbox(visible=False, label='File Name'),
|
|
gr.Textbox(visible=False, label='Hash'), gr.Textbox(visible=False, label='Creator'),
|
|
gr.Textbox(visible=False, label='Type'), gr.Textbox(visible=False, label='NSFW'),
|
|
gr.Textbox(visible=False, label='Trigger Words', elem_id='my_model_trigger_words')],
|
|
elem_id='my_model_lib',
|
|
label="My Models",
|
|
headers=None,
|
|
samples=my_models,
|
|
samples_per_page=50)
|
|
with gr.Column():
|
|
self.runtime.ds_my_model_covers = gr.Dataset(components=[gr.HTML(visible=False)],
|
|
elem_id='my_model_covers',
|
|
label="Model Cover",
|
|
headers=None,
|
|
samples=[],
|
|
samples_per_page=10)
|
|
with gr.Row(variant='panel'):
|
|
btn_set_cover = gr.Button(visible=False, value='Set as Cover')
|
|
with gr.Row(variant='panel'):
|
|
c_image = gr.Image(elem_id="pnginfo_image", label="Source", source="upload", interactive=True,
|
|
type="pil", visible=False)
|
|
|
|
with gr.Row(variant='panel'):
|
|
generation_info = gr.Textbox(label='prompt', interactive=False, visible=True, elem_id="imginfo_generation_info")
|
|
|
|
with gr.Row(variant='panel'):
|
|
with gr.Row():
|
|
buttons = parameters_copypaste.create_buttons(["txt2img", "img2img", "inpaint", "extras"])
|
|
|
|
for tabname, button in buttons.items():
|
|
parameters_copypaste.register_paste_params_button(parameters_copypaste.ParamBinding(
|
|
paste_button=button, tabname=tabname, source_text_component=generation_info,
|
|
source_image_component=c_image,
|
|
))
|
|
|
|
btn_set_cover.click(self.runtime.set_cover, inputs=[self.runtime.ds_my_models, c_image], outputs=[self.runtime.ds_my_models])
|
|
open_folder_button.click(self.runtime.open_folder, inputs=[model_folder_path], outputs=[model_folder_path])
|
|
btn_connect_modeldir.click(self.runtime.change_model_folder, inputs=[model_folder_path], outputs=[md_result])
|
|
refresh_models_button.click(self.runtime.refresh_local_models, inputs=[], outputs=[self.runtime.ds_my_models])
|
|
|
|
self.runtime.ds_my_models.click(self.runtime.get_my_model_covers,
|
|
inputs=[self.runtime.ds_my_models],
|
|
outputs=[self.runtime.ds_my_model_covers])
|
|
|
|
self.runtime.ds_my_model_covers.click(self.runtime.update_cover_info,
|
|
inputs=[self.runtime.ds_my_models, self.runtime.ds_my_model_covers],
|
|
outputs=[btn_set_cover, generation_info, c_image])
|
|
|
|
|
|
def create_subtab_model_download(self) -> None:
|
|
with gr.TabItem('Model Download', elem_id="model_download_tab") as tab_downloads:
|
|
with gr.Row():
|
|
with gr.Column(elem_id="col_model_list"):
|
|
with gr.Row().style(equal_height=True):
|
|
model_source_dropdown = gr.Dropdown(choices=["civitai.com", "liandange.com", "official_models", "controlnet"],
|
|
value=self.runtime.model_source,
|
|
label="Select Model Source",
|
|
type="value",
|
|
show_label=True,
|
|
elem_id="model_source").style(full_width=True)
|
|
|
|
#btn_fetch = gr.Button("Fetch")
|
|
|
|
with gr.Row().style(equal_height=True):
|
|
search_text = gr.Textbox(
|
|
label="Model name",
|
|
show_label=False,
|
|
max_lines=1,
|
|
placeholder="Enter model name",
|
|
)
|
|
btn_search = gr.Button("Search")
|
|
|
|
with gr.Row().style(equal_height=True):
|
|
nsfw_checker = gr.Checkbox(label='NSFW', value=False, elem_id="chk_nsfw", interactive=True)
|
|
model_type = gr.Radio(["All", "Checkpoint", "LORA", "TextualInversion", "Hypernetwork"],
|
|
show_label=False, value='All', elem_id="rad_model_type",
|
|
interactive=True).style(full_width=True)
|
|
|
|
images = self.runtime.get_images_html()
|
|
self.runtime.ds_models = gr.Dataset(
|
|
components=[gr.HTML(visible=False)],
|
|
headers=None,
|
|
type="values",
|
|
label="Models",
|
|
samples=images,
|
|
samples_per_page=60,
|
|
elem_id="model_dataset").style(type="gallery", container=True)
|
|
|
|
with gr.Column(elem_id="col_model_info"):
|
|
with gr.Row():
|
|
cover_gallery = gr.Gallery(label="Cover", show_label=False, visible=True).style(grid=[4],
|
|
height="2")
|
|
|
|
with gr.Row():
|
|
with gr.Column():
|
|
download_summary = gr.HTML('<div><span>No downloading tasks ongoing</span></div>')
|
|
downloading_status = gr.Button(value=f"{self.refresh_symbol} Refresh Downloading Status",
|
|
elem_id="ms_dwn_status")
|
|
with gr.Row():
|
|
model_dropdown = gr.Dropdown(choices=['Select Model'], label="Models", show_label=False,
|
|
value='Select Model', elem_id='ms_dwn_button',
|
|
interactive=True)
|
|
|
|
is_civitai_model_source_active = self.runtime.model_source == "civitai.com"
|
|
with gr.Row(variant="panel"):
|
|
dwn_button = gr.Button(value='Download',
|
|
visible=is_civitai_model_source_active, elem_id='ms_dwn_button')
|
|
open_url_in_browser_newtab_button = gr.HTML(
|
|
value='<p style="text-align: center;">'
|
|
'<a style="text-align: center;" href="http://www.liandange.com/models" '
|
|
'target="_blank">Download</a></p>',
|
|
visible=not is_civitai_model_source_active)
|
|
with gr.Row():
|
|
model_info = gr.HTML(visible=True)
|
|
|
|
nsfw_checker.change(self.runtime.set_nsfw, inputs=[search_text, nsfw_checker, model_type],
|
|
outputs=self.runtime.ds_models)
|
|
|
|
model_type.change(self.runtime.search_model, inputs=[search_text, model_type], outputs=self.runtime.ds_models)
|
|
|
|
#btn_fetch.click(self.runtime.refresh_all_models, inputs=[], outputs=self.runtime.ds_models)
|
|
|
|
btn_search.click(self.runtime.search_model, inputs=[search_text, model_type], outputs=self.runtime.ds_models)
|
|
|
|
self.runtime.ds_models.click(self.runtime.get_model_info,
|
|
inputs=[self.runtime.ds_models],
|
|
outputs=[
|
|
cover_gallery,
|
|
model_dropdown,
|
|
model_info,
|
|
open_url_in_browser_newtab_button
|
|
])
|
|
|
|
dwn_button.click(self.runtime.download_model, inputs=[model_dropdown], outputs=[download_summary])
|
|
downloading_status.click(self.runtime.get_downloading_status, inputs=[], outputs=[download_summary])
|
|
|
|
model_source_dropdown.change(self.switch_model_source,
|
|
inputs=[model_source_dropdown],
|
|
outputs=[self.runtime.ds_models, self.runtime.ds_my_models, dwn_button, open_url_in_browser_newtab_button])
|
|
|
|
def save_cmdline_args(self, drp_gpu, drp_theme, txt_listen_port, chk_group_args, additional_args):
|
|
#print(drp_gpu, drp_theme, txt_listen_port, chk_group_args, additional_args)
|
|
self.runtime.get_final_args(drp_gpu, drp_theme, txt_listen_port, chk_group_args, additional_args)
|
|
#print('request_restart: cmd_arg = ', self.runtime.cmdline_args)
|
|
#print('request_restart: sys.argv = ', sys.argv)
|
|
|
|
# reset args
|
|
sys.argv = [sys.argv[0]]
|
|
os.environ['COMMANDLINE_ARGS'] = ""
|
|
#print('remove', sys.argv)
|
|
|
|
for arg in list(dict.fromkeys(self.runtime.cmdline_args)):
|
|
sys.argv.append(arg)
|
|
|
|
print('saved args', sys.argv)
|
|
launch.prepare_environment()
|
|
#launch.start()
|
|
return gr.Markdown.update(value="Settings Saved", visible=True)
|
|
|
|
def switch_model_source(self, new_model_source: str):
|
|
self.runtime.model_source = new_model_source
|
|
show_download_button = self.runtime.model_source != "liandange.com"
|
|
images = self.runtime.get_images_html()
|
|
self.runtime.ds_models.samples = images
|
|
my_models = self.runtime.get_local_models()
|
|
self.runtime.ds_my_models.samples = my_models
|
|
|
|
return (
|
|
gr.Dataset.update(samples=images),
|
|
gr.Dataset.update(samples=my_models),
|
|
gr.Button.update(visible=show_download_button),
|
|
gr.HTML.update(visible=not show_download_button)
|
|
)
|
|
|
|
def introception(self) -> None:
|
|
self.runtime.introception()
|