Upload reddit_climate_comment.py

reddit_climate_comment.py

@@ -18,67 +18,98 @@ class NewDataset(GeneratorBasedBuilder):
     def _info(self):
         return DatasetInfo(
             description=_DESCRIPTION,
-            features=Features({
-         "id": Value("string"),
-         "post_title": Value("string"),
-         "post_author": Value("string"),
-         "post_body": Value("string"),
-         "post_url": Value("string"),
-         "post_pic": Value("string"),
-         "subreddit": Value("string"),
-         "post_timestamp": Value("string"),
-         "post_upvotes": Value("int32"),
-         "post_permalink": Value("string"),
-         "comments": Sequence({
-             "CommentID": Value("string"),
-             "CommentAuthor": Value("string"),
-             "CommentBody": Value("string"),
-             "CommentTimestamp": Value("string"),
-             "CommentUpvotes": Value("int32"),
-             "CommentPermalink": Value("string"),
-             "replies": Sequence({
-                 "ReplyID": Value("string"),
-                 "ReplyAuthor": Value("string"),
-                 "ReplyBody": Value("string"),
-                 "ReplyTimestamp": Value("string"),
-                 "ReplyUpvotes": Value("int32"),
-                 "ReplyPermalink": Value("string"),
-             })
-         })
-     }),
+            features = Features({
+    "Posts": Sequence({
+        "PostID": Value("string"),
+        "PostTitle": Value("string"),
+        "PostAuthor": Value("string"),
+        "PostBody": Value("string"),
+        "PostUrl": Value("string"),
+        "PostPic": Value("string"),
+        "Subreddit": Value("string"),
+        "PostTimestamp": Value("string"),
+        "PostUpvotes": Value("int32"),
+        "PostPermalink": Value("string"),
+        "Comments": Sequence({
+            "CommentID": Value("string"),
+            "CommentAuthor": Value("string"),
+            "CommentBody": Value("string"),
+            "CommentTimestamp": Value("string"),
+            "CommentUpvotes": Value("int32"),
+            "CommentPermalink": Value("string"),
+            "Replies": Sequence({
+                "ReplyID": Value("string"),
+                "ReplyAuthor": Value("string"),
+                "ReplyBody": Value("string"),
+                "ReplyTimestamp": Value("string"),
+                "ReplyUpvotes": Value("int32"),
+                "ReplyPermalink": Value("string"),
+            })
+        })
+    })
+}),
             homepage=_HOMEPAGE,
         )
     def _split_generators(self, dl_manager):
         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, "r", 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']:
-            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 = post['Comments']
-            
-            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
-            }
+            for post in data["Posts"]:
+                post_id = post["PostID"]
+                post_title = post["PostTitle"]
+                post_author = post["PostAuthor"]
+                post_body = post["PostBody"]
+                post_url = post["PostUrl"]
+                post_pic = post["PostPic"]
+                subreddit = post["Subreddit"]
+                post_timestamp = post["PostTimestamp"]
+                post_upvotes = int(post["PostUpvotes"])
+                post_permalink = post["PostPermalink"]
+                comments = post["Comments"]
+                
+                for comment in comments:
+                    comment_id = comment["CommentID"]
+                    comment_author = comment["CommentAuthor"]
+                    comment_body = comment["CommentBody"]
+                    comment_timestamp = comment["CommentTimestamp"]
+                    comment_upvotes = int(comment["CommentUpvotes"])
+                    comment_permalink = comment["CommentPermalink"]
+                    
+                    replies = comment.get("Replies", [])
+                    for reply in replies:
+                        reply_id = reply["ReplyID"]
+                        reply_author = reply["ReplyAuthor"]
+                        reply_body = reply["ReplyBody"]
+                        reply_timestamp = reply["ReplyTimestamp"]
+                        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,
+                        }
+