Upload reddit_climate_comment.py

reddit_climate_comment.py

@@ -55,6 +55,7 @@ class NewDataset(GeneratorBasedBuilder):
         
     def _generate_examples(self, filepath):
         df = pd.read_csv(filepath)
+        examples = []
         for column in df.columns:
             df[column] = df[column].replace({pd.NA: None})
         # Group the DataFrame by post ID
@@ -117,8 +118,8 @@ class NewDataset(GeneratorBasedBuilder):
                     "replies": replies
                 }
                 comments.append(comment)
-
-            yield post_id, {
+            
+            example = {
                 "id": post_id,
                 "post_title": post_title,
                 "post_author": post_author,
@@ -131,3 +132,11 @@ class NewDataset(GeneratorBasedBuilder):
                 "post_permalink": post_permalink,
                 "comments": comments
             }
+
+            yield post_id, example
+            examples.append(example)
+        all_examples_df = pd.DataFrame(examples)
+        all_examples_df.to_parquet('cached_datasets/climate_comments.parquet')
+            
+            
+