import datasets import json class SchemapileConfig(datasets.BuilderConfig): def __init__(self, **kwargs): super().__init__(**kwargs) class Schemapile(datasets.GeneratorBasedBuilder): BUILDER_CONFIGS = [ SchemapileConfig(name="default", version=datasets.Version("1.0.0"), description="Schemapile dataset"), ] def _info(self): return datasets.DatasetInfo( description="Schemapile dataset", features=datasets.Features({ "INFO": { "URL": datasets.Value("string"), "LICENSE": datasets.Value("string"), "PERMISSIVE": datasets.Value("bool"), "ID": datasets.Value("string"), "FILENAME": datasets.Value("string"), }, "LICENSE": datasets.Value("string"), "PERMISSIVE": datasets.Value("bool"), "TABLES": datasets.Sequence({ "TABLE_NAME": datasets.Value("string"), "COLUMNS": datasets.Sequence({ "NAME": datasets.Value("string"), "TYPE": datasets.Value("string"), "NULLABLE": datasets.Value("bool"), "UNIQUE": datasets.Value("bool"), "DEFAULT": datasets.Value("string"), "CHECKS": datasets.Sequence(datasets.Value("string")), "IS_PRIMARY": datasets.Value("bool"), "IS_INDEX": datasets.Value("bool"), "VALUES": datasets.Value("string"), }), "PRIMARY_KEYS": datasets.Sequence(datasets.Value("string")), "FOREIGN_KEYS": datasets.Sequence({ "COLUMNS": datasets.Sequence(datasets.Value("string")), "FOREIGN_TABLE": datasets.Value("string"), "REFERRED_COLUMNS": datasets.Sequence(datasets.Value("string")), "ON_DELETE": datasets.Value("string"), "ON_UPDATE": datasets.Value("string"), }), "CHECKS": datasets.Sequence(datasets.Value("string")), "INDEXES": datasets.Sequence(datasets.Sequence(datasets.Value("string"))), }), }), supervised_keys=None, ) def _split_generators(self, dl_manager): data_path = dl_manager.download_and_extract("data.jsonl") return [ datasets.SplitGenerator( name=datasets.Split.TRAIN, gen_kwargs={"filepath": data_path}, ), ] def _generate_examples(self, filepath): with open(filepath, encoding="utf-8") as f: for idx, line in enumerate(f): data = json.loads(line) yield idx, data