Upload nbfi.py

nbfi.py

@@ -237,6 +237,12 @@ class NBFI(datasets.GeneratorBasedBuilder):
         data = data[data.Registration_Days != "x"]
         data = data[data.ID_Days != "x"]
         
+        print(len(data.columns))
+        print(len(_BASE_FEATURE_NAMES))
+        print(len(features_types_per_config[config].keys()))
+        for f, ft, fb in zip(data.columns, features_types_per_config[config].keys(), _BASE_FEATURE_NAMES):
+            print(f, ft, fb)
+
         data.columns = _BASE_FEATURE_NAMES
 
         data["education_level"] = data["education_level"].apply(lambda x: _EDUCATION_ENCODING[x])
@@ -258,10 +264,7 @@ class NBFI(datasets.GeneratorBasedBuilder):
             "nr_children": "int8"
         })
         
-        print(len(data.columns))
-        print(len(features_types_per_config[config].keys()))
-        for f, ft in zip(data.columns, features_types_per_config[config].keys()):
-            print(f, ft)
+
 
         return data[list(features_types_per_config[config].keys())]