add callback for creating a tab in train UI

This commit is contained in:
AUTOMATIC 2022-11-08 08:38:10 +03:00
parent 8011be33c3
commit 1610b32584
2 changed files with 29 additions and 2 deletions

View file

@ -7,6 +7,7 @@ from typing import Optional
from fastapi import FastAPI from fastapi import FastAPI
from gradio import Blocks from gradio import Blocks
def report_exception(c, job): def report_exception(c, job):
print(f"Error executing callback {job} for {c.script}", file=sys.stderr) print(f"Error executing callback {job} for {c.script}", file=sys.stderr)
print(traceback.format_exc(), file=sys.stderr) print(traceback.format_exc(), file=sys.stderr)
@ -45,15 +46,21 @@ class CFGDenoiserParams:
"""Total number of sampling steps planned""" """Total number of sampling steps planned"""
class UiTrainTabParams:
def __init__(self, txt2img_preview_params):
self.txt2img_preview_params = txt2img_preview_params
ScriptCallback = namedtuple("ScriptCallback", ["script", "callback"]) ScriptCallback = namedtuple("ScriptCallback", ["script", "callback"])
callback_map = dict( callback_map = dict(
callbacks_app_started=[], callbacks_app_started=[],
callbacks_model_loaded=[], callbacks_model_loaded=[],
callbacks_ui_tabs=[], callbacks_ui_tabs=[],
callbacks_ui_train_tabs=[],
callbacks_ui_settings=[], callbacks_ui_settings=[],
callbacks_before_image_saved=[], callbacks_before_image_saved=[],
callbacks_image_saved=[], callbacks_image_saved=[],
callbacks_cfg_denoiser=[] callbacks_cfg_denoiser=[],
) )
@ -61,6 +68,7 @@ def clear_callbacks():
for callback_list in callback_map.values(): for callback_list in callback_map.values():
callback_list.clear() callback_list.clear()
def app_started_callback(demo: Optional[Blocks], app: FastAPI): def app_started_callback(demo: Optional[Blocks], app: FastAPI):
for c in callback_map['callbacks_app_started']: for c in callback_map['callbacks_app_started']:
try: try:
@ -89,6 +97,14 @@ def ui_tabs_callback():
return res return res
def ui_train_tabs_callback(params: UiTrainTabParams):
for c in callback_map['callbacks_ui_train_tabs']:
try:
c.callback(params)
except Exception:
report_exception(c, 'callbacks_ui_train_tabs')
def ui_settings_callback(): def ui_settings_callback():
for c in callback_map['callbacks_ui_settings']: for c in callback_map['callbacks_ui_settings']:
try: try:
@ -169,6 +185,13 @@ def on_ui_tabs(callback):
add_callback(callback_map['callbacks_ui_tabs'], callback) add_callback(callback_map['callbacks_ui_tabs'], callback)
def on_ui_train_tabs(callback):
"""register a function to be called when the UI is creating new tabs for the train tab.
Create your new tabs with gr.Tab.
"""
add_callback(callback_map['callbacks_ui_train_tabs'], callback)
def on_ui_settings(callback): def on_ui_settings(callback):
"""register a function to be called before UI settings are populated; add your settings """register a function to be called before UI settings are populated; add your settings
by using shared.opts.add_option(shared.OptionInfo(...)) """ by using shared.opts.add_option(shared.OptionInfo(...)) """

View file

@ -1270,6 +1270,10 @@ def create_ui(wrap_gradio_gpu_call):
train_hypernetwork = gr.Button(value="Train Hypernetwork", variant='primary') train_hypernetwork = gr.Button(value="Train Hypernetwork", variant='primary')
train_embedding = gr.Button(value="Train Embedding", variant='primary') train_embedding = gr.Button(value="Train Embedding", variant='primary')
params = script_callbacks.UiTrainTabParams(txt2img_preview_params)
script_callbacks.ui_train_tabs_callback(params)
with gr.Column(): with gr.Column():
progressbar = gr.HTML(elem_id="ti_progressbar") progressbar = gr.HTML(elem_id="ti_progressbar")
ti_output = gr.Text(elem_id="ti_output", value="", show_label=False) ti_output = gr.Text(elem_id="ti_output", value="", show_label=False)