Upload reddit_climate_comment.py

reddit_climate_comment.py

@@ -74,48 +74,71 @@ class NewDataset(GeneratorBasedBuilder):
 
             comments = []
 
-            # Iterate over each unique comment ID
-            for comment_id in group['CommentID'].unique():
-                comment_data = group[group['CommentID'] == comment_id].iloc[0]
-
-                comment_author = comment_data['CommentAuthor']
-                comment_body = comment_data['CommentBody']
-                comment_timestamp = comment_data['CommentTimestamp']
-                comment_upvotes = comment_data['CommentUpvotes']
-                comment_permalink = comment_data['CommentPermalink']
-
-                # Get all replies for the current comment
-                replies = []
-                reply_group = df[df['ParentCommentID'] == comment_id]
-                for _, reply_data in reply_group.iterrows():
-                    reply_id = reply_data['ReplyID']
-                    reply_author = reply_data['ReplyAuthor']
-                    reply_body = reply_data['ReplyBody']
-                    reply_timestamp = reply_data['ReplyTimestamp']
-                    reply_upvotes = reply_data['ReplyUpvotes']
-                    reply_permalink = reply_data['ReplyPermalink']
-
-                    reply = {
-                        "ReplyID": reply_id,
-                        "ReplyAuthor": reply_author,
-                        "ReplyBody": reply_body,
-                        "ReplyTimestamp": reply_timestamp,
-                        "ReplyUpvotes": reply_upvotes,
-                        "ReplyPermalink": reply_permalink
+            # Check if 'ParentCommentID' column exists
+            if 'ParentCommentID' in df.columns:
+                # Iterate over each unique comment ID
+                for comment_id in group['CommentID'].unique():
+                    comment_data = group[group['CommentID'] == comment_id].iloc[0]
+
+                    comment_author = comment_data['CommentAuthor']
+                    comment_body = comment_data['CommentBody']
+                    comment_timestamp = comment_data['CommentTimestamp']
+                    comment_upvotes = comment_data['CommentUpvotes']
+                    comment_permalink = comment_data['CommentPermalink']
+
+                    # Get all replies for the current comment
+                    replies = []
+                    reply_group = df[df['ParentCommentID'] == comment_id]
+                    for _, reply_data in reply_group.iterrows():
+                        reply_id = reply_data['ReplyID']
+                        reply_author = reply_data['ReplyAuthor']
+                        reply_body = reply_data['ReplyBody']
+                        reply_timestamp = reply_data['ReplyTimestamp']
+                        reply_upvotes = reply_data['ReplyUpvotes']
+                        reply_permalink = reply_data['ReplyPermalink']
+
+                        reply = {
+                            "ReplyID": reply_id,
+                            "ReplyAuthor": reply_author,
+                            "ReplyBody": reply_body,
+                            "ReplyTimestamp": reply_timestamp,
+                            "ReplyUpvotes": reply_upvotes,
+                            "ReplyPermalink": reply_permalink
+                        }
+                        replies.append(reply)
+
+                    # Add comment with its replies to the list
+                    comment = {
+                        "CommentID": comment_id,
+                        "CommentAuthor": comment_author,
+                        "CommentBody": comment_body,
+                        "CommentTimestamp": comment_timestamp,
+                        "CommentUpvotes": comment_upvotes,
+                        "CommentPermalink": comment_permalink,
+                        "replies": replies
                     }
-                    replies.append(reply)
-
-                # Add comment with its replies to the list
-                comment = {
-                    "CommentID": comment_id,
-                    "CommentAuthor": comment_author,
-                    "CommentBody": comment_body,
-                    "CommentTimestamp": comment_timestamp,
-                    "CommentUpvotes": comment_upvotes,
-                    "CommentPermalink": comment_permalink,
-                    "replies": replies
-                }
-                comments.append(comment)
+                    comments.append(comment)
+            else:
+                # If 'ParentCommentID' column does not exist, assume no nested comments
+                for _, comment_data in group.iterrows():
+                    comment_id = comment_data['CommentID']
+                    comment_author = comment_data['CommentAuthor']
+                    comment_body = comment_data['CommentBody']
+                    comment_timestamp = comment_data['CommentTimestamp']
+                    comment_upvotes = comment_data['CommentUpvotes']
+                    comment_permalink = comment_data['CommentPermalink']
+
+                    # Add comment without replies
+                    comment = {
+                        "CommentID": comment_id,
+                        "CommentAuthor": comment_author,
+                        "CommentBody": comment_body,
+                        "CommentTimestamp": comment_timestamp,
+                        "CommentUpvotes": comment_upvotes,
+                        "CommentPermalink": comment_permalink,
+                        "replies": []  # No replies for this comment
+                    }
+                    comments.append(comment)
 
             yield post_id, {
                 "id": post_id,
@@ -132,3 +155,4 @@ class NewDataset(GeneratorBasedBuilder):
             }
 
 
+