#!/usr/bin/env python
# coding: utf-8

from datasets import load_dataset
import datasets
config = datasets.DownloadConfig()
config.resume_download = True
dataset = load_dataset("laion/laion2B-en", split='train', download_config=config)
#datasets.logging.set_verbosity_debug()

# The list of known public domain URLs is currently len 1. Please suggest more!
publicdomain = dataset.filter(lambda item: (item['LICENSE'] is not None and 'creativecommons' in item['LICENSE']) or (item['URL'] is not None and ".archive.org/" in item['URL']))

print(next(iter(publicdomain)))

publicdomain
publicdomain.to_parquet("laion5b-filtered-publicdomain.parquet")