feat: add model removal and adjust some framework logic (#681)

* prune model task

* add component_description

* add model removal logic to component, hypo, and task gen

* fix ci

* adjust coder to meet the requirement of model removal

* fix and refine the logic of model removal

* add model removal logic in model_eval

* fix ci

* fix ci

* prune some unnecessary codes

rdagent/components/coder/data_science/model/exp.py

@@ -9,28 +9,13 @@ class ModelTask(CoSTEERTask):
         self,
         name: str,
         description: str,
-        architecture: str = "",
         *args,
-        hyperparameters: Dict[str, str] = {},
-        model_type: Optional[str] = None,
         **kwargs,
     ) -> None:
-        self.architecture: str = architecture
-        self.hyperparameters: str = hyperparameters
-        self.model_type: str | None = (
-            model_type  # Tabular for tabular model, TimesSeries for time series model, Graph for graph model, XGBoost for XGBoost model
-            # TODO: More Models Supported
-        )
         super().__init__(name=name, description=description, *args, **kwargs)
 
     def get_task_information(self):
         task_desc = f"""name: {self.name}
 description: {self.description}
 """
-        if self.architecture:
-            task_desc += f"architecture: {self.architecture}\n"
-        if self.hyperparameters:
-            task_desc += f"hyperparameters: {self.hyperparameters}\n"
-        if self.model_type:
-            task_desc += f"model_type: {self.model_type}\n"
         return task_desc