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import os
import json
import argparse
import tqdm
import glob
from clean import clean
def format_channel(metadata):
return f'[Name: #{metadata["name"]}; Description: {metadata["topic"]}; Guild: {metadata["guild"]}]'
def worker_parse(filename, out_filename=None, **kwargs):
data = json.load(open(filename, 'r', encoding='utf-8'))
messages = data['messages']
metadata = data['channel']
metadata['guild'] = data['guild']['name']
msgs = []
for message in tqdm.tqdm(messages):
msg = ''
if 'anonymous' in kwargs and kwargs['anonymous']:
author = ''
else:
author = message['author']['name'] + ': '
if message['embeds']:
embed_content = ''
if message['embeds'][0]['title']:
embed_content = embed_content + f'Embed Title: {message["embeds"][0]["title"]};'
if message['embeds'][0]['description']:
desc = message['embeds'][0]['description']
if desc[-1] == '.':
desc = desc[:-1]
embed_content = embed_content + f' Embed Description: {desc};'
msg = f'[{embed_content}]'
if message['attachments']:
if message['attachments'][0]['url'].endswith(('.png', '.jpeg', '.jpg')) and message['attachments'][0]['url'].startswith('http'):
msg = '[Image attached]'
if message['content']:
msg = ''
msgs.append(f'{author}{clean(message["content"])}{msg}')
if out_filename == None:
out_filename = filename.replace('.json', '.txt')
with open(out_filename, 'w', encoding='utf-8') as f:
f.write('⁂\n'+format_channel(metadata)+'\n⁂\n')
f.write('\n'.join(msgs))
return (metadata, len(msgs))
def worker_dl(channel_id_path, auth_token):
# channel_id_path is a json
channel_id_data = json.load(open(channel_id_path, 'r', encoding='utf-8'))
channel_ids = []
print('Loading channel ids\nYou need to be in the following guilds to construct the dataset.\n')
for guild in channel_id_data['guilds']:
print(f'[Guild: {guild["name"]}; Invite: {guild["invite"]};]')
for channel in guild['channels']:
channel_ids.append(str(channel))
print(f'\nTotal channels: {len(channel_ids)}\nTotal guilds: {len(channel_id_data["guilds"])}\n')
print('Downloading messages...')
channel_ids = ' '.join(channel_ids)
os.system(f'discord-chat-exporter-cli export -t {auth_token} -f Json -c {channel_ids}')
print('Moving files...')
if not os.path.exists('raw/discord/'):
os.mkdir('raw/discord/')
for filename in glob.glob('*.json'):
os.rename(filename, f'raw/discord/{filename}')
def dump_stats(s):
stats = {}
if os.path.exists('stats.json'):
stats = json.load(open('stats.json', 'r', encoding='utf-8'))
if 'discord' not in stats:
stats['discord'] = {}
else:
stats = {'discord': {}}
stats['discord'][s[0]['guild']+' - '+s[0]['name']] = s[1]
with open('stats.json', 'w', encoding='utf-8') as f:
json.dump(stats, f)
def parse(args=None):
parser = argparse.ArgumentParser(description='Process Discord JSONs')
parser.add_argument('-f', '--file', type=str, help='file to process', required=False)
parser.add_argument('-a', '--anonymous', action='store_true', help='anonymous author')
parser.add_argument('-i', '--in_dir', type=str, help='directory to process', required=False, default='./raw/discord')
parser.add_argument('-o', '--out_dir', type=str, help='directory to output', required=False, default='./data/discord')
parser.add_argument('-d', '--dl', type=str, help='json file containing channel IDs to download', required=False)
parser.add_argument('-t', '--token', type=str, help='discord auth token', required=False)
parser.add_argument('-s', '--stats', action='store_true', help='write to stats', default=True)
args = parser.parse_args()
if args.dl:
if not args.token:
print('Please provide a Discord auth token')
exit(1)
worker_dl(args.dl, args.token)
exit()
if args.file:
s = worker_parse(args.file, anonymous=args.anonymous)
if args.stats:
dump_stats(s)
exit()
if args.in_dir and args.out_dir:
if not os.path.exists(args.out_dir):
os.mkdir(args.out_dir)
files = glob.glob(args.in_dir+'/*.json')
for file in files:
try:
s = worker_parse(file, out_filename=args.out_dir+'/'+file.split('/')[-1].replace('.json', '.txt'), anonymous=args.anonymous)
if args.stats:
dump_stats(s)
except json.JSONDecodeError:
print(f'JSON Validation error in "{file}", skipping.')
continue
if __name__ == '__main__':
parse()
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