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/factor_coder/__init__.py

@@ -0,0 +1,22 @@
+from rdagent.components.coder.CoSTEER import CoSTEER
+from rdagent.components.coder.CoSTEER.evaluators import CoSTEERMultiEvaluator
+from rdagent.components.coder.factor_coder.config import FACTOR_COSTEER_SETTINGS
+from rdagent.components.coder.factor_coder.evaluators import FactorEvaluatorForCoder
+from rdagent.components.coder.factor_coder.evolving_strategy import (
+    FactorMultiProcessEvolvingStrategy,
+)
+from rdagent.core.scenario import Scenario
+
+
+class FactorCoSTEER(CoSTEER):
+    def __init__(
+        self,
+        scen: Scenario,
+        *args,
+        **kwargs,
+    ) -> None:
+        setting = FACTOR_COSTEER_SETTINGS
+        eva = CoSTEERMultiEvaluator(FactorEvaluatorForCoder(scen=scen), scen=scen)
+        es = FactorMultiProcessEvolvingStrategy(scen=scen, settings=FACTOR_COSTEER_SETTINGS)
+
+        super().__init__(*args, settings=setting, eva=eva, es=es, evolving_version=2, scen=scen, **kwargs)