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import html
from pathlib import Path
import gradio as gr
from shared.gradio.local_file_picker import LocalFilePickerTextbox, VIDEO_FILE_EXTENSIONS
from . import common
from . import constants as ui_constants
from . import process_catalog as catalog
from . import prompt_schedule as prompts
from . import status_ui
from .form_controller import FormComponentValues, ProcessFormController
from .process_library import ProcessLibrary
from .process_runner import ProcessRunner
def create_config_ui(self, api_session):
if catalog.PROCESS_DEFINITIONS_ERROR is not None:
with gr.Blocks() as plugin_blocks:
gr.Markdown(f"Process settings configuration error: {html.escape(catalog.PROCESS_DEFINITIONS_ERROR)}")
return plugin_blocks
get_model_def = self.get_model_def
get_lora_dir = self.get_lora_dir
get_base_model_type = self.get_base_model_type
library = ProcessLibrary(get_model_def=get_model_def, get_lora_dir=get_lora_dir, get_base_model_type=get_base_model_type)
output_resolution_choices = [("1080p", "1080p"), ("900p", "900p"), ("720p", "720p"), ("540p", "540p"), ("480p", "480p"), ("384p", "384p"), ("320p", "320p"), ("256p", "256p")]
output_resolution_values = {value for _, value in output_resolution_choices}
source_audio_track_choices = [("Auto", "")] + [(f"Audio Track {track_no}", str(track_no)) for track_no in range(1, 10)]
source_audio_track_values = {value for _, value in source_audio_track_choices}
ratio_values = {value for _, value in ui_constants.RATIO_CHOICES}
form_controller = ProcessFormController(library=library, get_model_def=get_model_def, output_resolution_values=output_resolution_values, source_audio_track_values=source_audio_track_values, ratio_values=ratio_values)
saved_ui_settings = catalog.load_saved_process_full_video_settings()
initial_user_refs = catalog.get_saved_user_settings_refs(saved_ui_settings)
initial_form = form_controller.build_initial_form(saved_ui_settings, self.state.value, initial_user_refs)
default_model_type = initial_form.model_type
default_process_choices = initial_form.process_choices
default_process_name = initial_form.process_name
default_state = initial_form.form_state
active_job = {"job": None, "running": False, "cancel_requested": False, "write_state": None}
preview_state = {"image": None}
ui_skip = object()
def refresh_preview(_refresh_id):
return preview_state["image"]
def _button_update(label: str, enabled: bool | None):
return gr.skip() if enabled is None else gr.update(value=label, interactive=enabled)
def _ui_update(status=ui_skip, output=ui_skip, preview_refresh=ui_skip, *, start_enabled: bool | None = None, abort_enabled: bool | None = None):
status_update = gr.skip() if status is ui_skip else status
output_update = gr.skip() if output is ui_skip else status_ui.render_output_file_html(output)
preview_update = gr.skip() if preview_refresh is ui_skip else preview_refresh
start_update = _button_update("Start Process", start_enabled)
abort_update = _button_update("Stop", abort_enabled)
return status_update, output_update, preview_update, start_update, abort_update
def _info_exit(message: str, *, output=ui_skip, total_chunks: int = 1, completed_chunks: int = 0, current_chunk: int = 1, continued: bool = False):
gr.Info(str(message or "").strip())
return _ui_update(status_ui.render_chunk_status_html(total_chunks, completed_chunks, current_chunk, "Info", str(message or "").strip(), continued=continued), output, ui_skip, start_enabled=True, abort_enabled=False)
def _reset_live_chunk_status(state: dict) -> None:
gen = state.get("gen") if isinstance(state, dict) else None
if not isinstance(gen, dict):
return
gen["status"] = ""
gen["status_display"] = False
gen["progress_args"] = None
gen["progress_phase"] = None
gen["progress_status"] = ""
gen["preview"] = None
def _add_user_process_link(process_value: str, main_state: dict | None, main_lset_name: str | None, user_refs: list[str] | None):
if str(process_value or "").strip() == ui_constants.NO_USER_SETTINGS_VALUE:
raise gr.Error("No user settings are available to add.")
process_definition = library.process_definition(process_value, main_state, user_refs)
if process_definition is None:
raise gr.Error("The selected user settings file could not be found.")
problems = library.validate_user_process_definition(process_definition)
if len(problems) > 0:
gr.Info(library.format_user_process_validation_error(process_definition, problems))
return (gr.skip(),) * 9
ref = catalog.normalize_user_settings_ref(process_definition.get("ref"))
if len(ref) == 0:
raise gr.Error("The selected user settings file could not be linked.")
refs = catalog.get_saved_user_settings_refs({catalog.USER_SETTINGS_STORAGE_KEY: user_refs})
model_label = library.model_type_label(library.process_definition_model_type(process_definition))
if ref.casefold() not in {item.casefold() for item in refs}:
refs.append(ref)
catalog.store_user_settings_refs(refs)
gr.Info(f'User settings "{process_definition.get("name")}" have been added for {model_label}.')
else:
gr.Info(f'User settings "{process_definition.get("name")}" are already linked for {model_label}.')
process_choices, selected = library.current_user_settings_choices(main_state, main_lset_name)
if str(process_value or "").strip() in {value for _label, value in process_choices}:
selected = str(process_value or "").strip()
return (
refs,
gr.update(choices=library.model_type_choices(refs), value=ui_constants.ADD_USER_SETTINGS_MODEL_TYPE),
gr.update(choices=process_choices, value=selected),
form_controller.user_settings_hint_update(process_choices),
selected,
*form_controller.settings_action_updates(ui_constants.ADD_USER_SETTINGS_MODEL_TYPE, selected),
)
def _delete_user_process_link(memory_state: dict | None, process_value: str, main_state: dict | None, user_refs: list[str] | None, source_path: str):
process_value = str(process_value or "").strip()
ref = catalog.user_process_ref_from_value(process_value)
if len(ref) == 0:
raise gr.Error("Choose a linked user settings process to remove.")
old_refs = catalog.get_saved_user_settings_refs({catalog.USER_SETTINGS_STORAGE_KEY: user_refs})
deleted_definition = library.build_user_process_definition(ref)
deleted_model_type = library.process_definition_model_type(deleted_definition)
new_refs = [item for item in old_refs if item.casefold() != ref.casefold()]
catalog.store_user_settings_refs(new_refs)
model_type, next_process_name, process_choices = library.select_after_user_process_delete(process_value, deleted_model_type, old_refs, new_refs)
restored = form_controller.restore_state(memory_state, next_process_name, source_path, main_state, new_refs)
gr.Info(f'Removed user settings "{Path(ref).stem}".')
action_updates = form_controller.settings_action_updates(model_type, next_process_name)
return (
new_refs,
gr.update(choices=library.model_type_choices(new_refs), value=model_type),
gr.update(choices=process_choices, value=next_process_name),
form_controller.user_settings_hint_update(process_choices),
next_process_name,
*action_updates,
*restored,
)
model_type_choices = initial_form.model_type_choices
initial_process_form_memory = {default_process_name: default_state.to_dict()}
process_runner = ProcessRunner(
plugin=self,
api_session=api_session,
library=library,
get_model_def=get_model_def,
active_job=active_job,
preview_state=preview_state,
ui_skip=ui_skip,
ui_update=_ui_update,
info_exit=_info_exit,
reset_live_chunk_status=_reset_live_chunk_status,
)
def stop_process():
active_job["cancel_requested"] = True
write_state = active_job.get("write_state")
if write_state is not None:
write_state.stopped = True
job = active_job.get("job")
if job is not None and not job.done:
try:
job.cancel()
except RuntimeError as exc:
print(f"[Process Full Video] Stop requested; WanGP abort bridge was not available: {exc}")
common.plugin_info("Stopping current processing job...")
return gr.update(value="Start Process", interactive=False), gr.update(value="Stop", interactive=False)
if active_job.get("running"):
return gr.update(value="Start Process", interactive=False), gr.update(value="Stop", interactive=False)
return gr.update(value="Start Process", interactive=True), gr.update(value="Stop", interactive=False)
def _form_values(source_path_value, process_strength_value, output_path_value, prompt_value, continue_value, source_audio_track_value, output_resolution_value, target_ratio_value, chunk_size_value, overlap_value, start_value, end_value):
return FormComponentValues(source_path_value, process_strength_value, output_path_value, prompt_value, continue_value, source_audio_track_value, output_resolution_value, target_ratio_value, chunk_size_value, overlap_value, start_value, end_value)
def _store_memory(memory_state, current_process_name, main_state, refs, source_path_value, process_strength_value, output_path_value, prompt_value, continue_value, source_audio_track_value, output_resolution_value, target_ratio_value, chunk_size_value, overlap_value, start_value, end_value):
values = _form_values(source_path_value, process_strength_value, output_path_value, prompt_value, continue_value, source_audio_track_value, output_resolution_value, target_ratio_value, chunk_size_value, overlap_value, start_value, end_value)
return form_controller.store_memory(memory_state, current_process_name, main_state, refs, values)
def _change_process_model_type(memory_state, current_process_name, next_model_type, main_state, main_lset_name, refs, source_path_value, process_strength_value, output_path_value, prompt_value, continue_value, source_audio_track_value, output_resolution_value, target_ratio_value, chunk_size_value, overlap_value, start_value, end_value):
values = _form_values(source_path_value, process_strength_value, output_path_value, prompt_value, continue_value, source_audio_track_value, output_resolution_value, target_ratio_value, chunk_size_value, overlap_value, start_value, end_value)
return form_controller.change_process_model_type(memory_state, current_process_name, next_model_type, main_state, main_lset_name, refs, values)
def _change_process_name(memory_state, current_process_name, next_process_name, process_model_type_value, main_state, refs, source_path_value, process_strength_value, output_path_value, prompt_value, continue_value, source_audio_track_value, output_resolution_value, target_ratio_value, chunk_size_value, overlap_value, start_value, end_value):
values = _form_values(source_path_value, process_strength_value, output_path_value, prompt_value, continue_value, source_audio_track_value, output_resolution_value, target_ratio_value, chunk_size_value, overlap_value, start_value, end_value)
return form_controller.change_process_name(memory_state, current_process_name, next_process_name, process_model_type_value, main_state, refs, values)
def _refresh_from_main(refresh_id, memory_state, current_process_name, process_model_type_value, main_state, main_lset_name, refs, source_path_value, process_strength_value, output_path_value, prompt_value, continue_value, source_audio_track_value, output_resolution_value, target_ratio_value, chunk_size_value, overlap_value, start_value, end_value):
values = _form_values(source_path_value, process_strength_value, output_path_value, prompt_value, continue_value, source_audio_track_value, output_resolution_value, target_ratio_value, chunk_size_value, overlap_value, start_value, end_value)
return form_controller.refresh_from_main(refresh_id, memory_state, current_process_name, process_model_type_value, main_state, main_lset_name, refs, values)
process_form_memory = gr.State(initial_process_form_memory)
active_process_name_state = gr.State(default_process_name)
user_process_refs = gr.State(initial_user_refs)
with gr.Column():
gr.HTML(
"""
<style>
#process-full-video-settings-actions {
align-self: flex-end !important;
margin-bottom: 1px;
padding-bottom: 4px !important;
gap: 4px;
width: 34px !important;
min-width: 34px !important;
max-width: 34px !important;
}
#process-full-video-settings-actions > .form {
padding: 0 !important;
border: 0 !important;
background: transparent !important;
box-shadow: none !important;
}
#process-full-video-settings-actions button {
width: 34px !important;
min-width: 34px !important;
max-width: 34px !important;
height: 34px;
min-height: 34px;
padding: 0 !important;
}
#process-full-video-settings-actions .process-full-video-settings-action-placeholder {
display: none !important;
width: 0 !important;
min-width: 0 !important;
max-width: 0 !important;
height: 0 !important;
min-height: 0 !important;
overflow: hidden !important;
}
#process-full-video-user-settings-hint-row {
height: 12px !important;
min-height: 0 !important;
max-height: 12px !important;
margin-top: -10px !important;
margin-bottom: -4px !important;
padding: 0 !important;
overflow: visible !important;
}
#process-full-video-user-settings-hint-row > .form {
padding: 0 !important;
border: 0 !important;
background: transparent !important;
box-shadow: none !important;
min-height: 0 !important;
overflow: visible !important;
}
#process-full-video-user-settings-hint-row .block,
#process-full-video-user-settings-hint-row .html-container,
#process-full-video-user-settings-hint-row .prose {
height: auto !important;
margin: 0 !important;
min-height: 0 !important;
padding: 0 !important;
overflow: visible !important;
}
</style>
"""
)
with gr.Row():
gr.Markdown("This PlugIn is a *Super Sliding Windows* mode with *Low RAM requirements*, lossless Audio Copy and no risk to explode your Web Browser and the *Video Gallery* with huge files. You can stop a Process and Resume it later. You can define different prompts for different time range. However quite often the prompt should have little impact on the ouput.")
with gr.Row():
process_model_type = gr.Dropdown(model_type_choices, value=default_model_type, label="Model", scale=1)
process_name = gr.Dropdown(default_process_choices, value=default_process_name, label="Process", scale=3)
with gr.Column(scale=0, min_width=34, visible=default_model_type == ui_constants.ADD_USER_SETTINGS_MODEL_TYPE or catalog.is_user_process_value(default_process_name), elem_id="process-full-video-settings-actions") as settings_actions_column:
add_user_settings_btn = gr.Button("\u2795", size="sm", min_width=1, visible=default_model_type == ui_constants.ADD_USER_SETTINGS_MODEL_TYPE, elem_classes=["wangp-assistant-chat__template-tool-icon-btn"])
delete_user_settings_btn = gr.Button("\U0001F5D1\uFE0F", size="sm", min_width=1, visible=catalog.is_user_process_value(default_process_name), elem_classes=["wangp-assistant-chat__template-tool-icon-btn", "wangp-assistant-chat__template-tool-icon-btn--danger"])
settings_actions_placeholder = gr.HTML("<div class='process-full-video-settings-action-placeholder'></div>", visible=False)
with gr.Row(visible=library.process_choices_have_user_settings(default_process_choices), elem_id="process-full-video-user-settings-hint-row") as process_user_settings_hint_row:
gr.HTML(value=ui_constants.USER_SETTINGS_HINT_HTML)
source_path = LocalFilePickerTextbox(label="Source Video Path File", value=default_state.source_path, file_extensions=VIDEO_FILE_EXTENSIONS, popup_title="Browse Local Source Video").mount()
with gr.Row():
output_path = gr.Textbox(label="Output File Path File (None for auto, Full Name or Target Folder)", value=default_state.output_path, scale=3)
continue_enabled = gr.Checkbox(label="Continue", value=default_state.continue_enabled, elem_classes="cbx_bottom", scale=1)
with gr.Row():
output_resolution = gr.Dropdown(output_resolution_choices, value=default_state.output_resolution, label="Output Resolution", visible=initial_form.output_resolution_visible)
default_process_strength = 1.0 if initial_form.target_ratio_visible else default_state.process_strength
process_strength = gr.Slider(label="Process Strength (LoRA Multiplier)", minimum=min(0.0, default_process_strength), maximum=max(3.0, default_process_strength), step=0.01, value=default_process_strength, visible=initial_form.process_strength_visible)
with gr.Row():
chunk_size_seconds = gr.Number(label="Chunk Size (seconds)", value=default_state.chunk_size_seconds, precision=2)
target_ratio = gr.Dropdown(initial_form.target_ratio_choices if initial_form.target_ratio_visible else ui_constants.RATIO_CHOICES_WITH_EMPTY, value=default_state.target_ratio if initial_form.target_ratio_visible else "", label=initial_form.target_ratio_label, visible=initial_form.target_ratio_visible)
sliding_window_overlap = gr.Slider(label="Sliding Window Overlap", minimum=0 if not initial_form.overlap_visible else 1, maximum=initial_form.overlap_max, step=initial_form.overlap_step, value=default_state.sliding_window_overlap, visible=initial_form.overlap_visible)
with gr.Row():
start_seconds = gr.Textbox(label="Start (s/MM:SS(.xx)/HH:MM:SS(.xx))", value=default_state.start_seconds, placeholder="seconds, MM:SS(.xx), or HH:MM:SS(.xx)")
end_seconds = gr.Textbox(label="End (s/MM:SS(.xx)/HH:MM:SS(.xx))", value=default_state.end_seconds, placeholder="seconds, MM:SS(.xx), or HH:MM:SS(.xx)")
source_audio_track = gr.Dropdown(source_audio_track_choices, value=default_state.source_audio_track, label="Source Audio Track")
with gr.Row():
prompt_text = gr.Textbox(
label="Prompt (timed blocks supported: MM:SS(.xx) / HH:MM:SS(.xx))",
value=default_state.prompt,
lines=1,
placeholder=prompts.TIMED_PROMPT_EXAMPLE,
visible=initial_form.prompt_visible,
)
with gr.Row():
start_btn = gr.Button("Start Process")
abort_btn = gr.Button("Stop", interactive=False)
status_html = gr.HTML(value=status_ui.render_chunk_status_html(0, 0, 0, "Idle", "Waiting to start..."))
preview_image = gr.Image(label="Last Frame Preview", type="pil")
output_file = gr.HTML(value=status_ui.render_output_file_html(""))
preview_refresh = gr.Textbox(value="", visible=False)
tab_refresh_trigger = gr.Textbox(value="", visible=False)
self.on_tab_outputs = [tab_refresh_trigger]
gr.on(
[
source_path.change,
process_strength.change,
output_path.change,
prompt_text.change,
continue_enabled.change,
source_audio_track.change,
output_resolution.change,
target_ratio.change,
chunk_size_seconds.change,
sliding_window_overlap.change,
start_seconds.change,
end_seconds.change,
],
fn=_store_memory,
inputs=[process_form_memory, active_process_name_state, self.state, user_process_refs, source_path, process_strength, output_path, prompt_text, continue_enabled, source_audio_track, output_resolution, target_ratio, chunk_size_seconds, sliding_window_overlap, start_seconds, end_seconds],
outputs=[process_form_memory],
queue=False,
show_progress="hidden",
)
process_model_type.change(
fn=_change_process_model_type,
inputs=[process_form_memory, active_process_name_state, process_model_type, self.state, self.lset_name, user_process_refs, source_path, process_strength, output_path, prompt_text, continue_enabled, source_audio_track, output_resolution, target_ratio, chunk_size_seconds, sliding_window_overlap, start_seconds, end_seconds],
outputs=[process_form_memory, active_process_name_state, process_name, process_user_settings_hint_row, settings_actions_column, add_user_settings_btn, delete_user_settings_btn, settings_actions_placeholder, source_path, process_strength, output_path, prompt_text, continue_enabled, source_audio_track, output_resolution, target_ratio, chunk_size_seconds, sliding_window_overlap, start_seconds, end_seconds],
queue=False,
show_progress="hidden",
)
process_name.change(
fn=_change_process_name,
inputs=[process_form_memory, active_process_name_state, process_name, process_model_type, self.state, user_process_refs, source_path, process_strength, output_path, prompt_text, continue_enabled, source_audio_track, output_resolution, target_ratio, chunk_size_seconds, sliding_window_overlap, start_seconds, end_seconds],
outputs=[process_form_memory, active_process_name_state, settings_actions_column, delete_user_settings_btn, settings_actions_placeholder, source_path, process_strength, output_path, prompt_text, continue_enabled, source_audio_track, output_resolution, target_ratio, chunk_size_seconds, sliding_window_overlap, start_seconds, end_seconds],
queue=False,
show_progress="hidden",
)
add_user_settings_btn.click(
fn=_add_user_process_link,
inputs=[process_name, self.state, self.lset_name, user_process_refs],
outputs=[user_process_refs, process_model_type, process_name, process_user_settings_hint_row, active_process_name_state, settings_actions_column, add_user_settings_btn, delete_user_settings_btn, settings_actions_placeholder],
show_progress="hidden",
)
delete_user_settings_btn.click(
fn=_delete_user_process_link,
inputs=[process_form_memory, process_name, self.state, user_process_refs, source_path],
outputs=[user_process_refs, process_model_type, process_name, process_user_settings_hint_row, active_process_name_state, settings_actions_column, add_user_settings_btn, delete_user_settings_btn, settings_actions_placeholder, source_path, process_strength, output_path, prompt_text, continue_enabled, source_audio_track, output_resolution, target_ratio, chunk_size_seconds, sliding_window_overlap, start_seconds, end_seconds],
show_progress="hidden",
)
self.refresh_form_trigger.change(
fn=_refresh_from_main,
inputs=[self.refresh_form_trigger, process_form_memory, active_process_name_state, process_model_type, self.state, self.lset_name, user_process_refs, source_path, process_strength, output_path, prompt_text, continue_enabled, source_audio_track, output_resolution, target_ratio, chunk_size_seconds, sliding_window_overlap, start_seconds, end_seconds],
outputs=[process_model_type, process_name, process_user_settings_hint_row, process_form_memory, active_process_name_state, settings_actions_column, add_user_settings_btn, delete_user_settings_btn, settings_actions_placeholder, source_path, process_strength, output_path, prompt_text, continue_enabled, source_audio_track, output_resolution, target_ratio, chunk_size_seconds, sliding_window_overlap, start_seconds, end_seconds],
queue=False,
show_progress="hidden",
)
tab_refresh_trigger.change(
fn=_refresh_from_main,
inputs=[tab_refresh_trigger, process_form_memory, active_process_name_state, process_model_type, self.state, self.lset_name, user_process_refs, source_path, process_strength, output_path, prompt_text, continue_enabled, source_audio_track, output_resolution, target_ratio, chunk_size_seconds, sliding_window_overlap, start_seconds, end_seconds],
outputs=[process_model_type, process_name, process_user_settings_hint_row, process_form_memory, active_process_name_state, settings_actions_column, add_user_settings_btn, delete_user_settings_btn, settings_actions_placeholder, source_path, process_strength, output_path, prompt_text, continue_enabled, source_audio_track, output_resolution, target_ratio, chunk_size_seconds, sliding_window_overlap, start_seconds, end_seconds],
queue=False,
show_progress="hidden",
)
start_btn.click(
fn=process_runner.start_process,
inputs=[self.state, process_name, user_process_refs, source_path, process_strength, output_path, prompt_text, continue_enabled, source_audio_track, output_resolution, target_ratio, chunk_size_seconds, sliding_window_overlap, start_seconds, end_seconds],
outputs=[status_html, output_file, preview_refresh, start_btn, abort_btn],
queue=False,
show_progress="hidden",
show_progress_on=[],
)
preview_refresh.change(fn=refresh_preview, inputs=[preview_refresh], outputs=[preview_image], queue=False, show_progress="hidden")
abort_btn.click(fn=stop_process, outputs=[start_btn, abort_btn], queue=False, show_progress="hidden")
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