diff --git a/rdagent/scenarios/kaggle/developer/runner.py b/rdagent/scenarios/kaggle/developer/runner.py
index 42e5541d..07e8169f 100644
--- a/rdagent/scenarios/kaggle/developer/runner.py
+++ b/rdagent/scenarios/kaggle/developer/runner.py
@@ -6,7 +6,6 @@ from pathlib import Path
 from jinja2 import Environment, StrictUndefined
 
 from rdagent.app.kaggle.conf import KAGGLE_IMPLEMENT_SETTING
-from rdagent.components.coder.factor_coder.config import FACTOR_IMPLEMENT_SETTINGS
 from rdagent.components.coder.factor_coder.factor import FactorTask
 from rdagent.components.coder.model_coder.model import ModelTask
 from rdagent.components.runner import CachedRunner
@@ -62,7 +61,7 @@ class KGCachedRunner(CachedRunner[ASpecificExp]):
         )
 
         org_data_path = (
-            Path(FACTOR_IMPLEMENT_SETTINGS.data_folder) / KAGGLE_IMPLEMENT_SETTING.competition / "X_valid.pkl"
+            Path(KAGGLE_IMPLEMENT_SETTING.local_data_path) / KAGGLE_IMPLEMENT_SETTING.competition / "X_valid.pkl"
         )
         with open(org_data_path, "rb") as f:
             org_data = pickle.load(f)
diff --git a/rdagent/scenarios/kaggle/experiment/scenario.py b/rdagent/scenarios/kaggle/experiment/scenario.py
index f02e993d..8a2d08bc 100644
--- a/rdagent/scenarios/kaggle/experiment/scenario.py
+++ b/rdagent/scenarios/kaggle/experiment/scenario.py
@@ -7,7 +7,6 @@ import pandas as pd
 from jinja2 import Environment, StrictUndefined
 
 from rdagent.app.kaggle.conf import KAGGLE_IMPLEMENT_SETTING
-from rdagent.components.coder.factor_coder.config import FACTOR_IMPLEMENT_SETTINGS
 from rdagent.core.prompts import Prompts
 from rdagent.core.scenario import Scenario
 from rdagent.oai.llm_utils import APIBackend
diff --git a/rdagent/scenarios/kaggle/experiment/workspace.py b/rdagent/scenarios/kaggle/experiment/workspace.py
index c6d4633e..7a85f2ab 100644
--- a/rdagent/scenarios/kaggle/experiment/workspace.py
+++ b/rdagent/scenarios/kaggle/experiment/workspace.py
@@ -6,7 +6,6 @@ from typing import Any
 import pandas as pd
 
 from rdagent.app.kaggle.conf import KAGGLE_IMPLEMENT_SETTING
-from rdagent.components.coder.factor_coder.config import FACTOR_IMPLEMENT_SETTINGS
 from rdagent.core.experiment import FBWorkspace
 from rdagent.log import rdagent_logger as logger
 from rdagent.utils.env import KGDockerEnv