Files
crosspost/create_dataset.py

52 lines
1.8 KiB
Python

import json
import logging
from connectors.reddit_api import RedditAPI
from connectors.boards_api import BoardsAPI
from connectors.youtube_api import YouTubeAPI
posts_file = 'data/posts.jsonl'
comments_file = 'data/comments.jsonl'
reddit_connector = RedditAPI()
boards_connector = BoardsAPI()
youtube_connector = YouTubeAPI()
logging.basicConfig(level=logging.DEBUG)
logging.getLogger("urllib3").setLevel(logging.WARNING)
def remove_empty_posts(posts):
return [post for post in posts if post.content.strip() != ""]
def post_to_dict(post):
d = post.__dict__.copy()
return d
def save_to_jsonl(filename, posts):
with open(filename, 'a', encoding='utf-8') as f:
for post in posts:
# Convert post object to dict if it's a dataclass
data = post_to_dict(post)
f.write(json.dumps(data) + '\n')
def main():
boards_posts, boards_comments = boards_connector.get_new_category_posts('cork-city', limit=400)
save_to_jsonl(posts_file, boards_posts)
save_to_jsonl(comments_file, boards_comments)
reddit_posts, reddit_comments = reddit_connector.get_new_subreddit_posts('cork', limit=400)
reddit_posts = remove_empty_posts(reddit_posts)
save_to_jsonl(posts_file, reddit_posts)
save_to_jsonl(comments_file, reddit_comments)
ireland_posts, ireland_comments = reddit_connector.search_new_subreddit_posts('cork', 'ireland', limit=10)
ireland_posts = remove_empty_posts(ireland_posts)
save_to_jsonl(posts_file, ireland_posts)
save_to_jsonl(comments_file, ireland_comments)
youtube_videos, youtube_comments = youtube_connector.fetch_video_and_comments('cork city', 100, 100)
save_to_jsonl(posts_file, youtube_videos)
save_to_jsonl(comments_file, youtube_comments)
if __name__ == "__main__":
main()