import json import gzip import sys import re import tqdm from collections import defaultdict import logging def clean_text(text): text = text.strip() text = re.sub(r'\[(.*)\]\(.*\)', '\g<1>', text) #Markdown text = re.sub(r'http[s]?://(?:[a-zA-Z]|[0-9]|[$-_@.&+]|[!*\(\),]|(?:%[0-9a-fA-F][0-9a-fA-F]))+', '', text) # URLs return text for line in tqdm.tqdm(sys.stdin): try: data = json.loads(line) if 'title' in data and 'selftext' in data and 'num_comments' in data: title = clean_text(data['title']) selftext = clean_text(data['selftext']) num_comments = data['num_comments'] score = data['score'] subreddit = data['subreddit'] if 'subreddit' in data else '' if 'upvote_ratio' in data and float(data['upvote_ratio']) < 0.5: continue if len(title) > 25 and len(title)+25 < len(selftext) < 4096 and (score >= 3 or num_comments >= 3): print(json.dumps({'title': title, 'body': selftext, 'subreddit': subreddit})) except: logging.warning("exception")