import gradio as gr import yaml import os bfh_blue = gr.themes.utils.colors.Color( c50="#edf0f2", c100="#dbe0e5", c200="#b7c1cb", c300="#93a2b1", c400="#6f8397", c500="#4b647d", c600="#3c5064", c700="#2d3c4b", c800="#1e2832", c900="#0f1419", c950="#070a0c", name="bfh_blue", ) bfh_yellow = gr.themes.colors.Color( c50="#fff9e6", c100="#fef3cc", c200="#fde799", c300="#fcdb66", c400="#fbcf33", c500="#fac300", c600="#c89c00", c700="#967500", c800="#644e00", c900="#322700", c950="#191300", name="bfh_yellow", ) class BFHTheme(gr.themes.Base): def __init__( self, ): super().__init__( primary_hue=bfh_blue, secondary_hue=bfh_yellow, ) class WrappedGradioObject: def __init__(self, title, gradio_element): self.title = title self.gradio_element = gradio_element def launch(self): return self.gradio_element.launch() @staticmethod def read_yaml(path): with open(path) as f: return yaml.safe_load(f) @staticmethod def read_file(path): with open(path) as f: return f.read() class GradioInterfaceWrapper(WrappedGradioObject): @classmethod def from_yaml(cls, path): """Initializes Interface from YAML file.""" content_dict = cls.read_yaml(path) return cls.create_interface(**content_dict) @classmethod def create_interface(cls, name, title, description, examples=None): """Creates Gradio-Element containing an interface.""" description = cls._prepend_link_to_description(name, title, description) interface = gr.load( name, title=None, # Having the Tab-Name is sufficient. description=description, examples=examples, ) return cls(title, interface) @staticmethod def _prepend_link_to_description(name, title, description): without_huggingface = name.removeprefix("huggingface/") link = f"https://huggingface.co/{without_huggingface}" return f'{title}
{description}' class GradioTabWrapper(WrappedGradioObject): @classmethod def from_gradio_object_list(cls, title, gradio_objects): """Constructs a GradioTabWrapper from a title and a list of WrappedGradioObjects.""" interface = gr.TabbedInterface( [obj.gradio_element for obj in gradio_objects], [obj.title for obj in gradio_objects], theme=BFHTheme(), ) return cls(title, interface) @classmethod def from_yaml(cls, path): content_dict = cls.read_yaml(path) gradio_objects = [ cls._read_dependency(dependency) for dependency in content_dict["dependencies"] ] return cls.from_gradio_object_list( content_dict["title"], gradio_objects, ) @staticmethod def _read_dependency(path): full_path = f"resources/{path}" if path.startswith("interfaces"): return GradioInterfaceWrapper.from_yaml(full_path) if path.startswith("tabs"): return GradioTabWrapper.from_yaml(full_path) if path.startswith("markdown"): return GradioMarkdownWrapper.from_markdown(full_path) raise ValueError( "Gradio Object Type could not be inferred from path name. Make sure " "that all interface object yamls are in resources/interfaces, " "all tab object yamls are in resources/tabs, and all markdown objects " "are in resources/markdown." ) class GradioMarkdownWrapper(WrappedGradioObject): @classmethod def from_markdown(cls, path): """Creates text from markdown. The title is inferred from the file name.""" content = cls.read_file(path) title = cls.title_from_path(path) return cls(title, gr.Markdown(content)) @staticmethod def title_from_path(path): _, last = os.path.split(path) name, _ = os.path.splitext(last) return name.capitalize()