feat: a unified CoSTEER to fit more scenarios (#491)

* Use ExtendedBaseSettings to replace BaseSettings

* update a more general way to pass the default setting

* update all code

* fix CI

* fix CI

* fix qlib scenario

* fix CI

* fix CI

* fix CI & add data science interfaces

* remove redundant code

* abandon costeer knowledge base v1

---------

Co-authored-by: Xu Yang <xuyang1@microsoft.com>
Co-authored-by: XianBW <36835909+XianBW@users.noreply.github.com>

rdagent/components/coder/data_science/feature_process/__init__.py

@@ -0,0 +1,19 @@
+# from rdagent.components.coder.CoSTEER import CoSTEER
+# from rdagent.components.coder.CoSTEER.config import CoSTEER_SETTINGS
+# from rdagent.components.coder.CoSTEER.evaluators import CoSTEERMultiEvaluator
+# from rdagent.core.scenario import Scenario
+
+
+# class FeatureCoSTEER(CoSTEER):
+#     def __init__(
+#         self,
+#         scen: Scenario,
+#         *args,
+#         **kwargs,
+#     ) -> None:
+#         eva = CoSTEERMultiEvaluator(
+#             FeatureCoSTEEREvaluator(scen=scen), scen=scen
+#         )  # Please specify whether you agree running your eva in parallel or not
+#         es = FeatureMultiProcessEvolvingStrategy(scen=scen, settings=CoSTEER_SETTINGS)
+
+#         super().__init__(*args, settings=CoSTEER_SETTINGS, eva=eva, es=es, evolving_version=1, scen=scen, **kwargs)