add callback for creating a tab in train UI
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8011be33c3
commit
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@ -7,6 +7,7 @@ from typing import Optional
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from fastapi import FastAPI
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from fastapi import FastAPI
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from gradio import Blocks
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from gradio import Blocks
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def report_exception(c, job):
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def report_exception(c, job):
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print(f"Error executing callback {job} for {c.script}", file=sys.stderr)
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print(f"Error executing callback {job} for {c.script}", file=sys.stderr)
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print(traceback.format_exc(), file=sys.stderr)
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print(traceback.format_exc(), file=sys.stderr)
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@ -45,15 +46,21 @@ class CFGDenoiserParams:
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"""Total number of sampling steps planned"""
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"""Total number of sampling steps planned"""
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class UiTrainTabParams:
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def __init__(self, txt2img_preview_params):
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self.txt2img_preview_params = txt2img_preview_params
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ScriptCallback = namedtuple("ScriptCallback", ["script", "callback"])
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ScriptCallback = namedtuple("ScriptCallback", ["script", "callback"])
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callback_map = dict(
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callback_map = dict(
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callbacks_app_started=[],
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callbacks_app_started=[],
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callbacks_model_loaded=[],
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callbacks_model_loaded=[],
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callbacks_ui_tabs=[],
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callbacks_ui_tabs=[],
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callbacks_ui_train_tabs=[],
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callbacks_ui_settings=[],
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callbacks_ui_settings=[],
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callbacks_before_image_saved=[],
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callbacks_before_image_saved=[],
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callbacks_image_saved=[],
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callbacks_image_saved=[],
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callbacks_cfg_denoiser=[]
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callbacks_cfg_denoiser=[],
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)
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)
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@ -61,6 +68,7 @@ def clear_callbacks():
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for callback_list in callback_map.values():
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for callback_list in callback_map.values():
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callback_list.clear()
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callback_list.clear()
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def app_started_callback(demo: Optional[Blocks], app: FastAPI):
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def app_started_callback(demo: Optional[Blocks], app: FastAPI):
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for c in callback_map['callbacks_app_started']:
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for c in callback_map['callbacks_app_started']:
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try:
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try:
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@ -89,6 +97,14 @@ def ui_tabs_callback():
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return res
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return res
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def ui_train_tabs_callback(params: UiTrainTabParams):
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for c in callback_map['callbacks_ui_train_tabs']:
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try:
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c.callback(params)
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except Exception:
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report_exception(c, 'callbacks_ui_train_tabs')
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def ui_settings_callback():
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def ui_settings_callback():
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for c in callback_map['callbacks_ui_settings']:
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for c in callback_map['callbacks_ui_settings']:
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try:
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try:
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@ -169,6 +185,13 @@ def on_ui_tabs(callback):
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add_callback(callback_map['callbacks_ui_tabs'], callback)
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add_callback(callback_map['callbacks_ui_tabs'], callback)
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def on_ui_train_tabs(callback):
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"""register a function to be called when the UI is creating new tabs for the train tab.
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Create your new tabs with gr.Tab.
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"""
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add_callback(callback_map['callbacks_ui_train_tabs'], callback)
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def on_ui_settings(callback):
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def on_ui_settings(callback):
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"""register a function to be called before UI settings are populated; add your settings
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"""register a function to be called before UI settings are populated; add your settings
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by using shared.opts.add_option(shared.OptionInfo(...)) """
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by using shared.opts.add_option(shared.OptionInfo(...)) """
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@ -1270,6 +1270,10 @@ def create_ui(wrap_gradio_gpu_call):
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train_hypernetwork = gr.Button(value="Train Hypernetwork", variant='primary')
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train_hypernetwork = gr.Button(value="Train Hypernetwork", variant='primary')
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train_embedding = gr.Button(value="Train Embedding", variant='primary')
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train_embedding = gr.Button(value="Train Embedding", variant='primary')
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params = script_callbacks.UiTrainTabParams(txt2img_preview_params)
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script_callbacks.ui_train_tabs_callback(params)
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with gr.Column():
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with gr.Column():
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progressbar = gr.HTML(elem_id="ti_progressbar")
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progressbar = gr.HTML(elem_id="ti_progressbar")
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ti_output = gr.Text(elem_id="ti_output", value="", show_label=False)
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ti_output = gr.Text(elem_id="ti_output", value="", show_label=False)
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