Update ViHOS.py

ViHOS.py

@@ -1,6 +1,6 @@
 """ViHOS - Vietnamese Hate and Offensive Spans dataset"""
 
-import pandas as pd
+from csv import reader
 
 import datasets
 
@@ -48,14 +48,30 @@ class ViHOS(datasets.GeneratorBasedBuilder):
                 },
             )
         ]
-
+    def load_csv(filename):
+        data = list()
+        # Open file in read mode
+        file = open(filename,"r")
+        # Reading file
+        lines = reader(file)
+        csv_reader = reader(file)
+        for row in csv_reader:
+            if not row:
+                continue
+            data.append(row)
+    
+        return data
+    
     def _generate_examples(self, filepath, split):
-        colnames=['id', 'Content', 'Span ids'] 
+        # colnames=['id', 'Content', 'Span ids'] 
+
+        data = load_csv(filepath)
+        yield data
 
-        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
+        # 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
                 
         # data = pd.read_csv(filepath, colnames=colnames, header = None)
         # yield data.iloc[:, 0], dataframe.iloc[:, 1], dataframe.iloc[:, 2]