test

test.py

@@ -2,6 +2,7 @@ import os
 from pdb import set_trace
 
 import datasets
+import pandas as pd
 
 _CITATION = """\
 Put your dataset citation here.
@@ -81,22 +82,6 @@ class Test(datasets.GeneratorBasedBuilder):
 
     def _generate_examples(self, filepath):
         with open(filepath, encoding="utf-8") as f:
-            for id_, line in enumerate(f):
-                # Example: Parsing CSV file based on the subset name
-                if self.config.name == "customers":
-                    # Subset A expects three columns: feature_a1, feature_a2, label
-                    _, feature_a1, feature_a2, label = line.strip().split(",")
-                    set_trace()
-                    yield id_, {
-                        "customer_id": feature_a1,
-                        "name": feature_a2,
-                        "age": int(label),
-                    }
-                elif self.config.name == "products":
-                    # Subset B expects four columns: feature_b1, feature_b2, additional_info, label
-                    _, feature_b1, feature_b2, additional_info = line.strip().split(",")
-                    yield id_, {
-                        "product_id": feature_b1,
-                        "name": feature_b2,
-                        "price": float(additional_info),
-                    }
+            df = pd.read_csv(filepath, index_col=0)
+            for id_, item in df.iterrows():
+                yield id_, item.to_dict()