Update ViHOS.py

ViHOS.py

@@ -1,6 +1,6 @@
 """ViHOS - Vietnamese Hate and Offensive Spans dataset"""
 
-from csv import reader
+import pandas as pd
 
 import datasets
 
@@ -44,7 +44,7 @@ class ViHOS(datasets.GeneratorBasedBuilder):
                 name=datasets.Split.TEST,
                 gen_kwargs={
                     "filepath": data_dir[0],
-                    "split": "train",
+                    "split": "test",
                 },
             )
         ]
@@ -63,16 +63,20 @@ class ViHOS(datasets.GeneratorBasedBuilder):
         return data
     
     def _generate_examples(self, filepath, split):
-        # colnames=['id', 'Content', 'Span ids'] 
+        colnames=['id', 'Content', 'Span ids'] 
+        
         with open(filepath, 'r', encoding="utf-8") as f:
-                print(f)
-                data = self.load_csv(f)
-                yield data
+            data = pd.read_csv(f, names=colnames, header = None)
+            for i in range(len(data)):
+                id = data.loc[i, 'id']
+                Content = data.loc[i, 'Content']
+                Span_ids = data.loc[i, 'Span ids']
 
-        # with open(filepath, 'r', encoding="utf-8") as f:
-            # for i, line in enumerate(f):
-            #     data = pd.read_csv(f, names=colnames, header = None)
-            #     yield i, data
+                
+                yield id, {
+                    "Content": Content, 
+                    "Span_ids": Span_ids
+                }
                 
         # data = pd.read_csv(filepath, colnames=colnames, header = None)
         # yield data.iloc[:, 0], dataframe.iloc[:, 1], dataframe.iloc[:, 2]