from typing import Dict, Optional, Any, List from types import ModuleType import os import importlib import sys import gradio import deepfuze.globals from deepfuze.uis import overrides from deepfuze import metadata, logger, wording from deepfuze.uis.typing import Component, ComponentName from deepfuze.filesystem import resolve_relative_path os.environ['GRADIO_ANALYTICS_ENABLED'] = '0' gradio.processing_utils.encode_array_to_base64 = overrides.encode_array_to_base64 gradio.processing_utils.encode_pil_to_base64 = overrides.encode_pil_to_base64 UI_COMPONENTS: Dict[ComponentName, Component] = {} UI_LAYOUT_MODULES : List[ModuleType] = [] UI_LAYOUT_METHODS =\ [ 'pre_check', 'pre_render', 'render', 'listen', 'run' ] def load_ui_layout_module(ui_layout : str) -> Any: try: ui_layout_module = importlib.import_module('deepfuze.uis.layouts.' + ui_layout) for method_name in UI_LAYOUT_METHODS: if not hasattr(ui_layout_module, method_name): raise NotImplementedError except ModuleNotFoundError as exception: logger.error(wording.get('ui_layout_not_loaded').format(ui_layout = ui_layout), __name__.upper()) logger.debug(exception.msg, __name__.upper()) sys.exit(1) except NotImplementedError: logger.error(wording.get('ui_layout_not_implemented').format(ui_layout = ui_layout), __name__.upper()) sys.exit(1) return ui_layout_module def get_ui_layouts_modules(ui_layouts : List[str]) -> List[ModuleType]: global UI_LAYOUT_MODULES if not UI_LAYOUT_MODULES: for ui_layout in ui_layouts: ui_layout_module = load_ui_layout_module(ui_layout) UI_LAYOUT_MODULES.append(ui_layout_module) return UI_LAYOUT_MODULES def get_ui_component(component_name : ComponentName) -> Optional[Component]: if component_name in UI_COMPONENTS: return UI_COMPONENTS[component_name] return None def get_ui_components(component_names : List[ComponentName]) -> Optional[List[Component]]: ui_components = [] for component_name in component_names: component = get_ui_component(component_name) if component: ui_components.append(component) return ui_components def register_ui_component(component_name : ComponentName, component: Component) -> None: UI_COMPONENTS[component_name] = component def launch() -> None: ui_layouts_total = len(deepfuze.globals.ui_layouts) with gradio.Blocks(theme = get_theme(), css = get_css(), title = metadata.get('name') + ' ' + metadata.get('version')) as ui: for ui_layout in deepfuze.globals.ui_layouts: ui_layout_module = load_ui_layout_module(ui_layout) if ui_layout_module.pre_render(): if ui_layouts_total > 1: with gradio.Tab(ui_layout): ui_layout_module.render() ui_layout_module.listen() else: ui_layout_module.render() ui_layout_module.listen() for ui_layout in deepfuze.globals.ui_layouts: ui_layout_module = load_ui_layout_module(ui_layout) ui_layout_module.run(ui) def get_theme() -> gradio.Theme: return gradio.themes.Base( primary_hue = gradio.themes.colors.red, secondary_hue = gradio.themes.colors.neutral, font = gradio.themes.GoogleFont('Open Sans') ).set( background_fill_primary = '*neutral_100', block_background_fill = 'white', block_border_width = '0', block_label_background_fill = '*primary_100', block_label_background_fill_dark = '*primary_600', block_label_border_width = 'none', block_label_margin = '0.5rem', block_label_radius = '*radius_md', block_label_text_color = '*primary_500', block_label_text_color_dark = 'white', block_label_text_weight = '600', block_title_background_fill = '*primary_100', block_title_background_fill_dark = '*primary_600', block_title_padding = '*block_label_padding', block_title_radius = '*block_label_radius', block_title_text_color = '*primary_500', block_title_text_size = '*text_sm', block_title_text_weight = '600', block_padding = '0.5rem', border_color_primary = 'transparent', border_color_primary_dark = 'transparent', button_large_padding = '2rem 0.5rem', button_large_text_weight = 'normal', button_primary_background_fill = '*primary_500', button_primary_text_color = 'white', button_secondary_background_fill = 'white', button_secondary_border_color = 'transparent', button_secondary_border_color_dark = 'transparent', button_secondary_border_color_hover = 'transparent', button_secondary_border_color_hover_dark = 'transparent', button_secondary_text_color = '*neutral_800', button_small_padding = '0.75rem', checkbox_background_color = '*neutral_200', checkbox_background_color_selected = '*primary_600', checkbox_background_color_selected_dark = '*primary_700', checkbox_border_color_focus = '*primary_500', checkbox_border_color_focus_dark = '*primary_600', checkbox_border_color_selected = '*primary_600', checkbox_border_color_selected_dark = '*primary_700', checkbox_label_background_fill = '*neutral_50', checkbox_label_background_fill_hover = '*neutral_50', checkbox_label_background_fill_selected = '*primary_500', checkbox_label_background_fill_selected_dark = '*primary_600', checkbox_label_text_color_selected = 'white', input_background_fill = '*neutral_50', shadow_drop = 'none', slider_color = '*primary_500', slider_color_dark = '*primary_600' ) def get_css() -> str: fixes_css_path = resolve_relative_path('uis/assets/fixes.css') overrides_css_path = resolve_relative_path('uis/assets/overrides.css') return open(fixes_css_path, 'r').read() + open(overrides_css_path, 'r').read()