| #!/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") | |