Update german.py

german.py

@@ -153,7 +153,7 @@ features_types_per_config = {
         "current_savings": datasets.Value("int8"),
         "employed_since": datasets.Value("int8"),
         "installment_rate_percentage": datasets.Value("int8"),
-        "sex": datasets.Value("int8"),
+        "is_male": datasets.Value("bool"),
         "marital_status": datasets.Value("string"),
         "guarantors": datasets.Value("int8"),
         "years_living_in_current_residence": datasets.Value("int8"),
@@ -164,7 +164,7 @@ features_types_per_config = {
         "job_status": datasets.Value("int8"),
         "number_of_people_in_support": datasets.Value("int8"),
         "has_registered_phone_number": datasets.Value("int8"),
-        "is_foreign": datasets.Value("int8"),
+        "is_foreign": datasets.Value("bool"),
         "loan_granted": datasets.ClassLabel(num_classes=2, names=("no", "yes"))
     }
     
@@ -190,9 +190,6 @@ class German(datasets.GeneratorBasedBuilder):
 
 
     def _info(self):
-        if self.config.name not in features_per_config:
-            raise ValueError(f"Unknown configuration: {self.config.name}")
-        
         info = datasets.DatasetInfo(description=DESCRIPTION, citation=_CITATION, homepage=_HOMEPAGE,
                                     features=features_per_config[self.config.name])
 
@@ -206,10 +203,7 @@ class German(datasets.GeneratorBasedBuilder):
         ]
     
     def _generate_examples(self, filepath: str):
-        if self.config.name not in features_per_config:
-            raise ValueError(f"Unknown config: {self.config.name}")
-
-        elif self.config.name == "encoding":
+        if self.config.name == "encoding":
             data = self.encoding_dics()
 
         else:
@@ -238,6 +232,9 @@ class German(datasets.GeneratorBasedBuilder):
         data.drop("personal_status_and_sex", axis="columns", inplace=True)
 
         data = data[_BASE_FEATURE_NAMES]
+        data = data.rename(columns={"sex": "is_male"})
+        data = data.astype({"is_foreign": "bool"})
+        data.loc[:, "is_foreign"] = data.is_foreign.apply(bool)
 
         return data