cathw commited on
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1 Parent(s): 6242849

Delete reddit_climate_comment.py

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  1. reddit_climate_comment.py +0 -121
reddit_climate_comment.py DELETED
@@ -1,121 +0,0 @@
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- import csv
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- import json
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- import os
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- from datasets import GeneratorBasedBuilder, Features, Value, Sequence, SplitGenerator, BuilderConfig, DatasetInfo, Split
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- import logging
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- import pandas as pd
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- from typing import Dict
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-
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- CITATION = ""
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- _DESCRIPTION = "Demo"
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- _URL = ""
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- _HOMEPAGE = ""
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- _LICENSE = ""
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-
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- _URL = "https://github.com/catherine-ywang/reddit_climate_comment_data/raw/main/climate_comments.json.zip"
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-
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- class NewDataset(GeneratorBasedBuilder):
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- def _info(self):
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- return DatasetInfo(
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- description=_DESCRIPTION,
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- features=Features({
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- "id": Value("string"),
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- "post_title": Value("string"),
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- "post_author": Value("string"),
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- "post_body": Value("string"),
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- "post_url": Value("string"),
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- "post_pic": Value("string"),
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- "subreddit": Value("string"),
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- "post_timestamp": Value("string"),
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- "post_upvotes": Value("int32"),
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- "post_permalink": Value("string"),
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- "comments": Sequence({
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- "CommentID": Value("string"),
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- "CommentAuthor": Value("string"),
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- "CommentBody": Value("string"),
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- "CommentTimestamp": Value("string"),
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- "CommentUpvotes": Value("int32"),
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- "CommentPermalink": Value("string"),
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- "replies": Sequence({
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- "ReplyID": Value("string"),
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- "ReplyAuthor": Value("string"),
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- "ReplyBody": Value("string"),
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- "ReplyTimestamp": Value("string"),
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- "ReplyUpvotes": Value("int32"),
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- "ReplyPermalink": Value("string"),
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- })
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- })
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- }),
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- homepage=_HOMEPAGE,
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- )
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- def _split_generators(self, dl_manager):
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- path = dl_manager.download_and_extract(_URL)
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- train_splits = SplitGenerator(name=Split.TRAIN, gen_kwargs={"filepath": path+"/climate_comments.json"})
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- return [train_splits]
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-
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- def _generate_examples(self, filepath):
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- with open(filepath, "r", encoding="utf-8") as f:
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- data = json.load(f)
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-
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- for post in data['Posts']:
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- post_id = post['PostID']
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- post_title = post['PostTitle'] if post['PostTitle'] != "" else None
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- post_author = post['PostAuthor'] if post['PostAuthor'] != "" else None
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- post_body = post['PostBody'] if post['PostBody'] != "" else None
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- post_url = post['PostUrl'] if post['PostUrl'] != "" else None
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- post_pic = post['PostPic'] if post['PostPic'] != "" else None
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- subreddit = post['Subreddit'] if post['Subreddit'] != "" else None
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- post_timestamp = post['PostTimestamp'] if post['PostTimestamp'] != "" else None
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- post_upvotes = int(post['PostUpvotes']) if post['PostUpvotes'] else None
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- post_permalink = post['PostPermalink'] if post['PostPermalink'] != "" else None
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-
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- comments = []
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- for comment in post['Comments']:
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- comment_id = comment['CommentID']
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- comment_author = comment['CommentAuthor'] if comment['CommentAuthor'] != "" else None
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- comment_body = comment['CommentBody'] if comment['CommentBody'] != "" else None
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- comment_timestamp = comment['CommentTimestamp'] if comment['CommentTimestamp'] != "" else None
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- comment_upvotes = int(comment['CommentUpvotes']) if comment['CommentUpvotes'] else None
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- comment_permalink = comment['CommentPermalink'] if comment['CommentPermalink'] != "" else None
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-
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- replies = []
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- for reply in comment['Replies']:
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- reply_id = reply['ReplyID']
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- reply_author = reply['ReplyAuthor'] if reply['ReplyAuthor'] != "" else None
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- reply_body = reply['ReplyBody'] if reply['ReplyBody'] != "" else None
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- reply_timestamp = reply['ReplyTimestamp'] if reply['ReplyTimestamp'] != "" else None
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- reply_upvotes = int(reply['ReplyUpvotes']) if reply['ReplyUpvotes'] else None
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- reply_permalink = reply['ReplyPermalink'] if reply['ReplyPermalink'] != "" else None
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-
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- replies.append({
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- "ReplyID": reply_id,
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- "ReplyAuthor": reply_author,
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- "ReplyBody": reply_body,
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- "ReplyTimestamp": reply_timestamp,
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- "ReplyUpvotes": reply_upvotes,
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- "ReplyPermalink": reply_permalink
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- })
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-
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- comments.append({
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- "CommentID": comment_id,
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- "CommentAuthor": comment_author,
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- "CommentBody": comment_body,
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- "CommentTimestamp": comment_timestamp,
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- "CommentUpvotes": comment_upvotes,
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- "CommentPermalink": comment_permalink,
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- "replies": replies
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- })
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-
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- yield post_id, {
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- "id": post_id,
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- "post_title": post_title,
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- "post_author": post_author,
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- "post_body": post_body,
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- "post_url": post_url,
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- "post_pic": post_pic,
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- "subreddit": subreddit,
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- "post_timestamp": post_timestamp,
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- "post_upvotes": post_upvotes,
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- "post_permalink": post_permalink,
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- "comments": comments
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- }