Upload reddit_climate_comment.py

reddit_climate_comment.py

@@ -55,65 +55,60 @@ class NewDataset(GeneratorBasedBuilder):
     def _generate_examples(self, filepath):
         with open(filepath, "r", encoding="utf-8") as f:
             data = json.load(f)
-            for post in data['Posts']:
-                post_id = post['PostID']
-                post_title = post['PostTitle']
-                post_author = post['PostAuthor']
-                post_body = post['PostBody'] if post['PostBody'] != "" else None
-                post_url = post['PostUrl']
-                post_pic = post['PostPic'] if post['PostPic'] != "" else None
-                subreddit = post['Subreddit']
-                post_timestamp = post['PostTimestamp']
-                post_upvotes = int(post['PostUpvotes']) if post['PostUpvotes'] else None
-                post_permalink = post['PostPermalink']
-                comments = []
-                
-                for comment in post['Comments']:
-                    comment_id = comment['CommentID']
-                    comment_author = comment['CommentAuthor']
-                    comment_body = comment['CommentBody'] if comment['CommentBody'] != "" else None
-                    comment_timestamp = comment['CommentTimestamp']
-                    comment_upvotes = int(comment['CommentUpvotes']) if comment['CommentUpvotes'] else None
-                    comment_permalink = comment['CommentPermalink']
-                    replies = []
-                    comments.append({
-                        "CommentID": comment_id,
-                        "CommentAuthor": comment_author,
-                        "CommentBody": comment_body,
-                        "CommentTimestamp": comment_timestamp,
-                        "CommentUpvotes": comment_upvotes,
-                        "CommentPermalink": comment_permalink,
-                        "Replies": replies  # Initialize an empty list for replies
+            
+        for post in data['Posts']:
+            post_id = post['PostID']
+            post_title = post['PostTitle']
+            post_author = post['PostAuthor']
+            post_body = post['PostBody'] if post['PostBody'] != "" else None
+            post_url = post['PostUrl']
+            post_pic = post['PostPic'] if post['PostPic'] != "" else None
+            subreddit = post['Subreddit']
+            post_timestamp = post['PostTimestamp']
+            post_upvotes = int(post['PostUpvotes']) if post['PostUpvotes'] else None
+            post_permalink = post['PostPermalink']
+            comments = []
+            
+            for comment_id, comment_author in zip(post['comments']['CommentID'], post['comments']['CommentAuthor']):
+                comment_body = post['comments'].get(comment_id, {}).get('CommentBody')
+                comment_timestamp = post['comments'].get(comment_id, {}).get('CommentTimestamp')
+                comment_upvotes = post['comments'].get(comment_id, {}).get('CommentUpvotes')
+                comment_permalink = post['comments'].get(comment_id, {}).get('CommentPermalink')
+                replies = []
+                for reply_id, reply_author in zip(post['comments'].get(comment_id, {}).get('Replies', {}).get('ReplyID', []), post['comments'].get(comment_id, {}).get('Replies', {}).get('ReplyAuthor', [])):
+                    reply_body = post['comments'].get(comment_id, {}).get('Replies', {}).get(reply_id, {}).get('ReplyBody')
+                    reply_timestamp = post['comments'].get(comment_id, {}).get('Replies', {}).get(reply_id, {}).get('ReplyTimestamp')
+                    reply_upvotes = post['comments'].get(comment_id, {}).get('Replies', {}).get(reply_id, {}).get('ReplyUpvotes')
+                    reply_permalink = post['comments'].get(comment_id, {}).get('Replies', {}).get(reply_id, {}).get('ReplyPermalink')
+                    replies.append({
+                        "ReplyID": reply_id,
+                        "ReplyAuthor": reply_author,
+                        "ReplyBody": reply_body,
+                        "ReplyTimestamp": reply_timestamp,
+                        "ReplyUpvotes": reply_upvotes,
+                        "ReplyPermalink": reply_permalink
                     })
-                    for reply in comment.get('Replies', []):
-                        reply_id = reply['ReplyID']
-                        reply_author = reply['ReplyAuthor']
-                        reply_body = reply['ReplyBody'] if reply['ReplyBody'] != "" else None
-                        reply_timestamp = reply['ReplyTimestamp']
-                        reply_upvotes = int(reply['ReplyUpvotes']) if reply['ReplyUpvotes'] else None
-                        reply_permalink = reply['ReplyPermalink']
-                        replies.append({
-                            "ReplyID": reply_id,
-                            "ReplyAuthor": reply_author,
-                            "ReplyBody": reply_body,
-                            "ReplyTimestamp": reply_timestamp,
-                            "ReplyUpvotes": reply_upvotes,
-                            "ReplyPermalink": reply_permalink
-                        })
                     
-                yield post_id, {
-                    "id": post_id,
-                    "post_title": post_title,
-                    "post_author": post_author,
-                    "post_body": post_body,
-                    "post_url": post_url,
-                    "post_pic": post_pic,
-                    "subreddit": subreddit,
-                    "post_timestamp": post_timestamp,
-                    "post_upvotes": post_upvotes,
-                    "post_permalink": post_permalink,
-                    "comments": comments
-                }
-
-        
-   
+                comments.append({
+                    "CommentID": comment_id,
+                    "CommentAuthor": comment_author,
+                    "CommentBody": comment_body,
+                    "CommentTimestamp": comment_timestamp,
+                    "CommentUpvotes": comment_upvotes,
+                    "CommentPermalink": comment_permalink,
+                    "Replies": replies
+                })
+                
+            yield post_id, {
+                "id": post_id,
+                "post_title": post_title,
+                "post_author": post_author,
+                "post_body": post_body,
+                "post_url": post_url,
+                "post_pic": post_pic,
+                "subreddit": subreddit,
+                "post_timestamp": post_timestamp,
+                "post_upvotes": post_upvotes,
+                "post_permalink": post_permalink,
+                "comments": comments
+            }