Upload reddit_climate_comment.py

reddit_climate_comment.py

@@ -54,8 +54,8 @@ class NewDataset(GeneratorBasedBuilder):
         path = dl_manager.download_and_extract(_URL)
         train_splits = SplitGenerator(name=Split.TRAIN, gen_kwargs={"filepath": path+"/climate_comments.json"})
         return [train_splits]
-    def _generate_examples(self, filepath):
-        with open(filepath, encoding="utf-8") as f:
+    def _generate_examples(self, path):
+        with open(path, encoding="utf-8") as f:
             data = json.load(f)
             
             for post in data["Posts"]:
@@ -71,6 +71,20 @@ class NewDataset(GeneratorBasedBuilder):
                 post_permalink = post["PostPermalink"]
                 comments = post["Comments"]
                 
+                post_data = {
+                    "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": []
+                }
+                
                 for comment in comments:
                     comment_id = comment["CommentID"]
                     comment_author = comment["CommentAuthor"]
@@ -79,6 +93,16 @@ class NewDataset(GeneratorBasedBuilder):
                     comment_upvotes = int(comment["CommentUpvotes"])
                     comment_permalink = comment["CommentPermalink"]
                     
+                    comment_data = {
+                        "CommentID": comment_id,
+                        "CommentAuthor": comment_author,
+                        "CommentBody": comment_body,
+                        "CommentTimestamp": comment_timestamp,
+                        "CommentUpvotes": comment_upvotes,
+                        "CommentPermalink": comment_permalink,
+                        "Replies": []
+                    }
+                    
                     replies = comment.get("Replies", [])
                     for reply in replies:
                         reply_id = reply["ReplyID"]
@@ -88,28 +112,18 @@ class NewDataset(GeneratorBasedBuilder):
                         reply_upvotes = int(reply["ReplyUpvotes"])
                         reply_permalink = reply["ReplyPermalink"]
                         
-                        yield f"{post_id}_{comment_id}_{reply_id}", {
-                            "post_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,
-                            "comment_id": comment_id,
-                            "comment_author": comment_author,
-                            "comment_body": comment_body,
-                            "comment_timestamp": comment_timestamp,
-                            "comment_upvotes": comment_upvotes,
-                            "comment_permalink": comment_permalink,
-                            "reply_id": reply_id,
-                            "reply_author": reply_author,
-                            "reply_body": reply_body,
-                            "reply_timestamp": reply_timestamp,
-                            "reply_upvotes": reply_upvotes,
-                            "reply_permalink": reply_permalink,
+                        reply_data = {
+                            "ReplyID": reply_id,
+                            "ReplyAuthor": reply_author,
+                            "ReplyBody": reply_body,
+                            "ReplyTimestamp": reply_timestamp,
+                            "ReplyUpvotes": reply_upvotes,
+                            "ReplyPermalink": reply_permalink
                         }
+                        
+                        comment_data["Replies"].append(reply_data)
+                    
+                    post_data["comments"].append(comment_data)
+                
+                yield post_id, post_data