Update speeddating.py

speeddating.py

@@ -88,13 +88,13 @@ urls_per_split = {
 }
 features_types_per_config = {
     "dating": {
-        "is_dater_male": datasets.Value("int8"),
+        "is_dater_male": datasets.Value("bool"),
         "dater_age": datasets.Value("int8"),
         "dated_age": datasets.Value("int8"),
         "age_difference": datasets.Value("int8"),
         "dater_race": datasets.Value("string"),
         "dated_race": datasets.Value("string"),
-        "are_same_race": datasets.Value("int8"),
+        "are_same_race": datasets.Value("bool"),
         "same_race_importance_for_dater": datasets.Value("float64"),
         "same_religion_importance_for_dater": datasets.Value("float64"),
         "attractiveness_importance_for_dated": datasets.Value("float64"),
@@ -149,9 +149,9 @@ features_types_per_config = {
         "expected_number_of_dates_for_dater": datasets.Value("int8"),
         "dater_liked_dated": datasets.Value("float64"),
         "probability_dated_wants_to_date": datasets.Value("float64"),
-        "already_met_before": datasets.Value("int8"),
-        "dater_wants_to_date": datasets.Value("int8"),
-        "dated_wants_to_date": datasets.Value("int8"),
+        "already_met_before": datasets.Value("bool"),
+        "dater_wants_to_date": datasets.Value("bool"),
+        "dated_wants_to_date": datasets.Value("bool"),
         "is_match": datasets.ClassLabel(num_classes=2, names=("no", "yes"))
     }
     
@@ -175,9 +175,6 @@ class Speeddating(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])
 
@@ -191,16 +188,13 @@ class Speeddating(datasets.GeneratorBasedBuilder):
         ]
     
     def _generate_examples(self, filepath: str):
-        if self.config.name == "dating":
-            data = pandas.read_csv(filepath)
-            data = self.preprocess(data, config=self.config.name)
+        data = pandas.read_csv(filepath)
+        data = self.preprocess(data, config=self.config.name)
 
-            for row_id, row in data.iterrows():
-                data_row = dict(row)
+        for row_id, row in data.iterrows():
+            data_row = dict(row)
 
-                yield row_id, data_row
-        else:
-            raise ValueError(f"Unknown config: {self.config.name}")
+            yield row_id, data_row
 
     def preprocess(self, data: pandas.DataFrame, config: str = "dating") -> pandas.DataFrame:
         data.loc[data.race == "?", "race"] = "unknown"
@@ -316,5 +310,7 @@ class Speeddating(datasets.GeneratorBasedBuilder):
         data = data[data.met != "?"]
         
         data.columns = _BASE_FEATURE_NAMES
+        data = data.astype({"is_dater_male": "bool", "are_same_race": "bool", "already_met_before": "bool",
+                            "dater_wants_to_date": "bool", "dated_wants_to_date": "bool"})
         
         return data