from typing import Optional, Tuple import gradio import deepfuze.globals import deepfuze.choices from deepfuze import wording from deepfuze.typing import OutputVideoEncoder, OutputVideoPreset, Fps from deepfuze.filesystem import is_image, is_video from deepfuze.uis.core import get_ui_components, register_ui_component from deepfuze.vision import detect_image_resolution, create_image_resolutions, detect_video_fps, detect_video_resolution, create_video_resolutions, pack_resolution OUTPUT_PATH_TEXTBOX : Optional[gradio.Textbox] = None OUTPUT_IMAGE_QUALITY_SLIDER : Optional[gradio.Slider] = None OUTPUT_IMAGE_RESOLUTION_DROPDOWN : Optional[gradio.Dropdown] = None OUTPUT_VIDEO_ENCODER_DROPDOWN : Optional[gradio.Dropdown] = None OUTPUT_VIDEO_PRESET_DROPDOWN : Optional[gradio.Dropdown] = None OUTPUT_VIDEO_RESOLUTION_DROPDOWN : Optional[gradio.Dropdown] = None OUTPUT_VIDEO_QUALITY_SLIDER : Optional[gradio.Slider] = None OUTPUT_VIDEO_FPS_SLIDER : Optional[gradio.Slider] = None def render() -> None: global OUTPUT_PATH_TEXTBOX global OUTPUT_IMAGE_QUALITY_SLIDER global OUTPUT_IMAGE_RESOLUTION_DROPDOWN global OUTPUT_VIDEO_ENCODER_DROPDOWN global OUTPUT_VIDEO_PRESET_DROPDOWN global OUTPUT_VIDEO_RESOLUTION_DROPDOWN global OUTPUT_VIDEO_QUALITY_SLIDER global OUTPUT_VIDEO_FPS_SLIDER output_image_resolutions = [] output_video_resolutions = [] if is_image(deepfuze.globals.target_path): output_image_resolution = detect_image_resolution(deepfuze.globals.target_path) output_image_resolutions = create_image_resolutions(output_image_resolution) if is_video(deepfuze.globals.target_path): output_video_resolution = detect_video_resolution(deepfuze.globals.target_path) output_video_resolutions = create_video_resolutions(output_video_resolution) deepfuze.globals.output_path = deepfuze.globals.output_path or '.' OUTPUT_PATH_TEXTBOX = gradio.Textbox( label = wording.get('uis.output_path_textbox'), value = deepfuze.globals.output_path, max_lines = 1 ) OUTPUT_IMAGE_QUALITY_SLIDER = gradio.Slider( label = wording.get('uis.output_image_quality_slider'), value = deepfuze.globals.output_image_quality, step = deepfuze.choices.output_image_quality_range[1] - deepfuze.choices.output_image_quality_range[0], minimum = deepfuze.choices.output_image_quality_range[0], maximum = deepfuze.choices.output_image_quality_range[-1], visible = is_image(deepfuze.globals.target_path) ) OUTPUT_IMAGE_RESOLUTION_DROPDOWN = gradio.Dropdown( label = wording.get('uis.output_image_resolution_dropdown'), choices = output_image_resolutions, value = deepfuze.globals.output_image_resolution, visible = is_image(deepfuze.globals.target_path) ) OUTPUT_VIDEO_ENCODER_DROPDOWN = gradio.Dropdown( label = wording.get('uis.output_video_encoder_dropdown'), choices = deepfuze.choices.output_video_encoders, value = deepfuze.globals.output_video_encoder, visible = is_video(deepfuze.globals.target_path) ) OUTPUT_VIDEO_PRESET_DROPDOWN = gradio.Dropdown( label = wording.get('uis.output_video_preset_dropdown'), choices = deepfuze.choices.output_video_presets, value = deepfuze.globals.output_video_preset, visible = is_video(deepfuze.globals.target_path) ) OUTPUT_VIDEO_QUALITY_SLIDER = gradio.Slider( label = wording.get('uis.output_video_quality_slider'), value = deepfuze.globals.output_video_quality, step = deepfuze.choices.output_video_quality_range[1] - deepfuze.choices.output_video_quality_range[0], minimum = deepfuze.choices.output_video_quality_range[0], maximum = deepfuze.choices.output_video_quality_range[-1], visible = is_video(deepfuze.globals.target_path) ) OUTPUT_VIDEO_RESOLUTION_DROPDOWN = gradio.Dropdown( label = wording.get('uis.output_video_resolution_dropdown'), choices = output_video_resolutions, value = deepfuze.globals.output_video_resolution, visible = is_video(deepfuze.globals.target_path) ) OUTPUT_VIDEO_FPS_SLIDER = gradio.Slider( label = wording.get('uis.output_video_fps_slider'), value = deepfuze.globals.output_video_fps, step = 0.01, minimum = 1, maximum = 60, visible = is_video(deepfuze.globals.target_path) ) register_ui_component('output_path_textbox', OUTPUT_PATH_TEXTBOX) register_ui_component('output_video_fps_slider', OUTPUT_VIDEO_FPS_SLIDER) def listen() -> None: OUTPUT_PATH_TEXTBOX.change(update_output_path, inputs = OUTPUT_PATH_TEXTBOX) OUTPUT_IMAGE_QUALITY_SLIDER.release(update_output_image_quality, inputs = OUTPUT_IMAGE_QUALITY_SLIDER) OUTPUT_IMAGE_RESOLUTION_DROPDOWN.change(update_output_image_resolution, inputs = OUTPUT_IMAGE_RESOLUTION_DROPDOWN) OUTPUT_VIDEO_ENCODER_DROPDOWN.change(update_output_video_encoder, inputs = OUTPUT_VIDEO_ENCODER_DROPDOWN) OUTPUT_VIDEO_PRESET_DROPDOWN.change(update_output_video_preset, inputs = OUTPUT_VIDEO_PRESET_DROPDOWN) OUTPUT_VIDEO_QUALITY_SLIDER.release(update_output_video_quality, inputs = OUTPUT_VIDEO_QUALITY_SLIDER) OUTPUT_VIDEO_RESOLUTION_DROPDOWN.change(update_output_video_resolution, inputs = OUTPUT_VIDEO_RESOLUTION_DROPDOWN) OUTPUT_VIDEO_FPS_SLIDER.release(update_output_video_fps, inputs = OUTPUT_VIDEO_FPS_SLIDER) for ui_component in get_ui_components( [ 'target_image', 'target_video' ]): for method in [ 'upload', 'change', 'clear' ]: getattr(ui_component, method)(remote_update, outputs = [ OUTPUT_IMAGE_QUALITY_SLIDER, OUTPUT_IMAGE_RESOLUTION_DROPDOWN, OUTPUT_VIDEO_ENCODER_DROPDOWN, OUTPUT_VIDEO_PRESET_DROPDOWN, OUTPUT_VIDEO_QUALITY_SLIDER, OUTPUT_VIDEO_RESOLUTION_DROPDOWN, OUTPUT_VIDEO_FPS_SLIDER ]) def remote_update() -> Tuple[gradio.Slider, gradio.Dropdown, gradio.Dropdown, gradio.Dropdown, gradio.Slider, gradio.Dropdown, gradio.Slider]: if is_image(deepfuze.globals.target_path): output_image_resolution = detect_image_resolution(deepfuze.globals.target_path) output_image_resolutions = create_image_resolutions(output_image_resolution) deepfuze.globals.output_image_resolution = pack_resolution(output_image_resolution) return gradio.Slider(visible = True), gradio.Dropdown(visible = True, value = deepfuze.globals.output_image_resolution, choices = output_image_resolutions), gradio.Dropdown(visible = False), gradio.Dropdown(visible = False), gradio.Slider(visible = False), gradio.Dropdown(visible = False, value = None, choices = None), gradio.Slider(visible = False, value = None) if is_video(deepfuze.globals.target_path): output_video_resolution = detect_video_resolution(deepfuze.globals.target_path) output_video_resolutions = create_video_resolutions(output_video_resolution) deepfuze.globals.output_video_resolution = pack_resolution(output_video_resolution) deepfuze.globals.output_video_fps = detect_video_fps(deepfuze.globals.target_path) return gradio.Slider(visible = False), gradio.Dropdown(visible = False), gradio.Dropdown(visible = True), gradio.Dropdown(visible = True), gradio.Slider(visible = True), gradio.Dropdown(visible = True, value = deepfuze.globals.output_video_resolution, choices = output_video_resolutions), gradio.Slider(visible = True, value = deepfuze.globals.output_video_fps) return gradio.Slider(visible = False), gradio.Dropdown(visible = False, value = None, choices = None), gradio.Dropdown(visible = False), gradio.Dropdown(visible = False), gradio.Slider(visible = False), gradio.Dropdown(visible = False, value = None, choices = None), gradio.Slider(visible = False, value = None) def update_output_path(output_path : str) -> None: deepfuze.globals.output_path = output_path def update_output_image_quality(output_image_quality : int) -> None: deepfuze.globals.output_image_quality = output_image_quality def update_output_image_resolution(output_image_resolution : str) -> None: deepfuze.globals.output_image_resolution = output_image_resolution def update_output_video_encoder(output_video_encoder: OutputVideoEncoder) -> None: deepfuze.globals.output_video_encoder = output_video_encoder def update_output_video_preset(output_video_preset : OutputVideoPreset) -> None: deepfuze.globals.output_video_preset = output_video_preset def update_output_video_quality(output_video_quality : int) -> None: deepfuze.globals.output_video_quality = output_video_quality def update_output_video_resolution(output_video_resolution : str) -> None: deepfuze.globals.output_video_resolution = output_video_resolution def update_output_video_fps(output_video_fps : Fps) -> None: deepfuze.globals.output_video_fps = output_video_fps