from typing import Dict, List, Optional import gradio as gr from .base import BaseModel class GradioModelInfo: """Information about a Gradio model.""" def __init__(self, model_id: str, name: str, description: str, input_type: str, output_type: List[str], examples: List[List[str]], api_path: str): self.model_id = model_id self.name = name self.description = description self.input_type = input_type self.output_type = output_type self.examples = examples self.api_path = api_path self.status = "unloaded" class GradioRegistry: """Registry for Gradio models.""" def __init__(self): self._models: Dict[str, BaseModel] = {} self._model_info: Dict[str, GradioModelInfo] = {} def register_model(self, model_id: str, model: BaseModel, api_path: str) -> None: """Register a new Gradio model.""" self._models[model_id] = model # Create interface to extract information interface = model.create_interface() # Store model information self._model_info[model_id] = GradioModelInfo( model_id=model_id, name=model.name, description=model.description, input_type=interface.input_components[0].__class__.__name__, output_type=[comp.__class__.__name__ for comp in interface.output_components], examples=interface.examples or [], api_path=api_path ) def get_model(self, model_id: str) -> Optional[BaseModel]: """Get a model by ID.""" return self._models.get(model_id) def get_model_info(self, model_id: str) -> Optional[GradioModelInfo]: """Get model information by ID.""" return self._model_info.get(model_id) def list_models(self) -> List[Dict]: """List all registered models.""" return [ { "id": info.model_id, "name": info.name, "description": info.description, "input_type": info.input_type, "output_type": info.output_type, "examples": info.examples, "api_path": info.api_path, "status": info.status } for info in self._model_info.values() ] def update_model_status(self, model_id: str, status: str) -> None: """Update the status of a model.""" if model_id in self._model_info: self._model_info[model_id].status = status