# coding: utf8 from __future__ import unicode_literals import bz2 import regex as re import ujson import sys import random import datetime import plac from pathlib import Path _unset = object() class Reddit(object): """Stream cleaned comments from Reddit.""" pre_format_re = re.compile(r'^[\`\*\~]') post_format_re = re.compile(r'[\`\*\~]$') url_re = re.compile(r'\[([^]]+)\]\(%%URL\)') link_re = re.compile(r'\[([^]]+)\]\(https?://[^\)]+\)') def __init__(self, file_path, meta_keys={'subreddit': 'section'}): """ file_path (unicode / Path): Path to archive or directory of archives. meta_keys (dict): Meta data key included in the Reddit corpus, mapped to display name in Prodigy meta. RETURNS (Reddit): The Reddit loader. """ self.meta = meta_keys file_path = Path(file_path) if not file_path.exists(): raise IOError("Can't find file path: {}".format(file_path)) if not file_path.is_dir(): self.files = [file_path] else: self.files = list(file_path.iterdir()) def __iter__(self): for file_path in self.iter_files(): with bz2.open(str(file_path)) as f: for line in f: line = line.strip() if not line: continue comment = ujson.loads(line) if self.is_valid(comment): text = self.strip_tags(comment['body']) yield {'text': text} def get_meta(self, item): return {name: item.get(key, 'n/a') for key, name in self.meta.items()} def iter_files(self): for file_path in self.files: yield file_path def strip_tags(self, text): text = self.link_re.sub(r'\1', text) text = text.replace('>', '>').replace('<', '<') text = self.pre_format_re.sub('', text) text = self.post_format_re.sub('', text) text = re.sub(r'\s+', ' ', text) return text.strip() def is_valid(self, comment): return comment['body'] is not None \ and comment['body'] != '[deleted]' \ and comment['body'] != '[removed]' def main(path): reddit = Reddit(path) for comment in reddit: print(ujson.dumps(comment)) if __name__ == '__main__': import socket try: BrokenPipeError except NameError: BrokenPipeError = socket.error try: plac.call(main) except BrokenPipeError: import os, sys # Python flushes standard streams on exit; redirect remaining output # to devnull to avoid another BrokenPipeError at shutdown devnull = os.open(os.devnull, os.O_WRONLY) os.dup2(devnull, sys.stdout.fileno()) sys.exit(1) # Python exits with error code 1 on EPIPE