diff --git a/.vscode/launch.json b/.vscode/launch.json
index 8e969cf..80f4077 100644
--- a/.vscode/launch.json
+++ b/.vscode/launch.json
@@ -14,7 +14,7 @@
             "args": [
                 "--exp", "without_exp",
                 "--reset_db", "True",
-                "--job", "30"
+                "--job", "24"
             ]
         }
     ]
diff --git a/__pycache__/controller_db.cpython-38.pyc b/__pycache__/controller_db.cpython-38.pyc
index 5c25c25..4125943 100644
Binary files a/__pycache__/controller_db.cpython-38.pyc and b/__pycache__/controller_db.cpython-38.pyc differ
diff --git a/__pycache__/model.cpython-38.pyc b/__pycache__/model.cpython-38.pyc
index aeb2b87..0559496 100644
Binary files a/__pycache__/model.cpython-38.pyc and b/__pycache__/model.cpython-38.pyc differ
diff --git a/__pycache__/orm.cpython-38.pyc b/__pycache__/orm.cpython-38.pyc
index 4c7a771..ed5e1b5 100644
Binary files a/__pycache__/orm.cpython-38.pyc and b/__pycache__/orm.cpython-38.pyc differ
diff --git a/__pycache__/product.cpython-38.pyc b/__pycache__/product.cpython-38.pyc
index 5a8864c..72ed28c 100644
Binary files a/__pycache__/product.cpython-38.pyc and b/__pycache__/product.cpython-38.pyc differ
diff --git a/conf_db_prefix.yaml b/conf_db_prefix.yaml
index 42cedea..0e48fd8 100644
--- a/conf_db_prefix.yaml
+++ b/conf_db_prefix.yaml
@@ -1 +1 @@
-db_name_prefix: test
+db_name_prefix: without_exp
diff --git a/controller_db.py b/controller_db.py
index 24c7e30..93a7841 100644
--- a/controller_db.py
+++ b/controller_db.py
@@ -46,31 +46,36 @@ class ControllerDB:
         Firm.fillna(0, inplace=True)
 
         # fill dct_lst_init_remove_firm_prod
-        # list_dct = []
-        # for _, row in Firm.iterrows():
-        #     code = row['Code']
-        #     row = row['1':]
-        #     for product_code in row.index[row == 1].to_list():
-        #         dct = {code: [product_code]}
-        #         list_dct.append(dct)
-        str_sql = "select e_id, count, max_max_ts, " \
-            "dct_lst_init_remove_firm_prod from " \
-            "iiabmdb.without_exp_experiment as a " \
-            "inner join " \
-            "(select e_id, count(id) as count, max(max_ts) as max_max_ts " \
-            "from iiabmdb.without_exp_sample as a " \
-            "inner join (select s_id, max(ts) as max_ts from " \
-            "iiabmdb.without_exp_result where ts > 0 group by s_id) as b " \
-            "on a.id = b.s_id " \
-            "group by e_id) as b " \
-            "on a.id = b.e_id " \
-            "order by count desc;"
-        result = pd.read_sql(sql=str_sql, con=engine)
-        result['dct_lst_init_remove_firm_prod'] = \
-            result['dct_lst_init_remove_firm_prod'].apply(
-            lambda x: pickle.loads(x))
-        list_dct = result.loc[result['count'] >= 9,
-                              'dct_lst_init_remove_firm_prod'].to_list()
+        assert self.db_name_prefix in ['test', 'without_exp', 'with_exp'], \
+            "db name not in test, without_exp, with_exp"
+
+        list_dct = []
+        if self.db_name_prefix in ['test', 'without_exp']:
+            for _, row in Firm.iterrows():
+                code = row['Code']
+                row = row['1':]
+                for product_code in row.index[row == 1].to_list():
+                    dct = {code: [product_code]}
+                    list_dct.append(dct)
+        elif self.db_name_prefix in ['with_exp']:
+            str_sql = "select e_id, count, max_max_ts, " \
+                "dct_lst_init_remove_firm_prod from " \
+                "iiabmdb.without_exp_experiment as a " \
+                "inner join " \
+                "(select e_id, count(id) as count, max(max_ts) as max_max_ts "\
+                "from iiabmdb.without_exp_sample as a " \
+                "inner join (select s_id, max(ts) as max_ts from " \
+                "iiabmdb.without_exp_result where ts > 0 group by s_id) as b "\
+                "on a.id = b.s_id " \
+                "group by e_id) as b " \
+                "on a.id = b.e_id " \
+                "order by count desc;"
+            result = pd.read_sql(sql=str_sql, con=engine)
+            result['dct_lst_init_remove_firm_prod'] = \
+                result['dct_lst_init_remove_firm_prod'].apply(
+                lambda x: pickle.loads(x))
+            list_dct = result.loc[result['count'] >= 9,
+                                  'dct_lst_init_remove_firm_prod'].to_list()
         # list_dct = [{'140': ['1.4.5.1']}]
         # list_dct = [{'133': ['1.4.4.1']}]
         # list_dct = [{'2': ['1.1.3']}]
diff --git a/xv_with_exp.csv b/xv_with_exp.csv
index dc9bfa7..dc41e90 100644
--- a/xv_with_exp.csv
+++ b/xv_with_exp.csv
@@ -1,4 +1,4 @@
 n_max_trial,firm_req_prf_size,firm_req_prf_conn,cap_limit_prob_type,cap_limit_level,firm_acc_prf_size,firm_acc_prf_conn,diff_new_conn,crit_supplier,diff_remove,proactive_ratio,netw_sply_prf_n,netw_sply_prf_size,netw_cust_prf_n,netw_cust_prf_size
-15,TRUE,TRUE,uniform,5,TRUE,TRUE,0.3,2,0.5,0.4,3,TRUE,3,TRUE
-10,FALSE,FALSE,normal,10,FALSE,FALSE,0.5,1,1,0.6,2,FALSE,2,FALSE
-5,,,,15,,,0.7,0.5,2,0.8,1,,1,
+15,TRUE,TRUE,uniform,5,TRUE,TRUE,0.3,2,0.5,0.3,3,TRUE,3,TRUE
+10,FALSE,FALSE,normal,10,FALSE,FALSE,0.5,1,1,0.5,2,FALSE,2,FALSE
+5,,,,15,,,0.7,0.5,2,0.7,1,,1,
diff --git a/xv_without_exp.csv b/xv_without_exp.csv
index d521c6b..065f822 100644
--- a/xv_without_exp.csv
+++ b/xv_without_exp.csv
@@ -1,2 +1,2 @@
 n_max_trial,firm_req_prf_size,firm_req_prf_conn,cap_limit_prob_type,cap_limit_level,firm_acc_prf_size,firm_acc_prf_conn,diff_new_conn,crit_supplier,diff_remove,proactive_ratio,netw_sply_prf_n,netw_sply_prf_size,netw_cust_prf_n,netw_cust_prf_size
-10,TRUE,TRUE,uniform,10,TRUE,TRUE,0.7,1,1,0.9,2,TRUE,2,TRUE
+10,TRUE,TRUE,uniform,10,TRUE,TRUE,0.5,1,1,0,2,TRUE,2,TRUE