Update dga-detection.py

dga-detection.py

@@ -19,7 +19,10 @@ class MyDataset(datasets.GeneratorBasedBuilder):
         return datasets.DatasetInfo(
             description=_DESCRIPTION,
             features=datasets.Features(
-                {"domain": datasets.Value("string"), "label": datasets.Value("string")}
+                {"domain": datasets.Value("string"), 
+                 "label": datasets.Value("string"),
+                 "class": datasets.Value("int")
+                }
             ),
             supervised_keys=("domain", "label"),
             homepage="_HOMEPAGE",
@@ -66,7 +69,7 @@ class MyDataset(datasets.GeneratorBasedBuilder):
     ):
         # Read your CSV dataset
         dataset = pd.read_csv(filepath,compression='gzip')
-
+        dataset['class'] = dataset['label'].apply(lambda x: 0 if 'normal' in x else 1)
         # Get the total number of rows
         total_rows = len(dataset)
 
@@ -91,5 +94,6 @@ class MyDataset(datasets.GeneratorBasedBuilder):
             yield index, {
                 "domain": row["domain"],
                 "label": row["label"],
+                "class": row["class"],
             }