feat: dump model (#776)

* feat: add model dump flag and multi-evaluator support

* tmp code

* refactor: update evaluator feedback and FBWorkspace types

* feat: add get_clear_ws_cmd and CPU count in Docker environment

* feat: Add model dump check level and enhance evaluator functionality

fix data type bug

* fix: Ensure required files exist before model dump evaluation

* refactor: streamline prompt and file checks in model dump evaluation

* fix: add assertions and reorder file reads in model dump evaluator

* feat: remove EDA part from evaluation output

* docs: update dump_model guidelines and eval prompt to include template

* style: reformat multiline dicts and lists in conf and eval files

* fix: add DOTALL flag to EDA removal regex

rdagent/app/data_science/conf.py

@@ -1,3 +1,5 @@
+from typing import Literal
+
 from pydantic_settings import SettingsConfigDict
 
 from rdagent.app.kaggle.conf import KaggleBasePropSetting
@@ -34,5 +36,9 @@ class DataScienceBasePropSetting(KaggleBasePropSetting):
 
     rule_base_eval: bool = False
 
+    ### model dump
+    enable_model_dump: bool = False
+    model_dump_check_level: Literal["medium", "high"] = "medium"
+
 
 DS_RD_SETTING = DataScienceBasePropSetting()