Upload reddit_climate_comment.py

reddit_climate_comment.py

@@ -0,0 +1,120 @@
+import csv
+import json
+import os
+from datasets import GeneratorBasedBuilder, Features, Value, Sequence, SplitGenerator, BuilderConfig, DatasetInfo, Split
+import logging
+import pandas as pd
+from typing import Dict
+
+CITATION = ""
+_DESCRIPTION = "Demo" 
+_URL = ""
+_HOMEPAGE = ""
+_LICENSE = ""
+
+_URL = "https://github.com/catherine-ywang/reddit_climate_comment_data/raw/main/climate_comments.json.zip"
+
+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"),
+             })
+         })
+     }),
+            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:
+            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 = []
+                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
+                    })
+                
+                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
+            }