import datasets _DESCRIPTION = """\ """ _URL = "https://www.gutenberg.org/files/2554/2554-h/2554-h.htm" _DATA_URL = "https://raw.githubusercontent.com/patrickvonplaten/datasets/master/crime_and_punishment.txt" class CrimeAndPunishConfig(datasets.BuilderConfig): """BuilderConfig for Crime and Punish.""" def __init__(self, data_url, **kwargs): """BuilderConfig for BlogAuthorship Args: data_url: `string`, url to the dataset (word or raw level) **kwargs: keyword arguments forwarded to super. """ super(CrimeAndPunishConfig, self).__init__( version=datasets.Version( "1.0.0", ), **kwargs, ) self.data_url = data_url class CrimeAndPunish(datasets.GeneratorBasedBuilder): VERSION = datasets.Version("0.1.0") BUILDER_CONFIGS = [ CrimeAndPunishConfig( name="crime-and-punish", data_url=_DATA_URL, description="word level dataset. No processing is needed other than replacing newlines with tokens.", ), ] def _info(self): return datasets.DatasetInfo( # This is the description that will appear on the datasets page. description=_DESCRIPTION, # datasets.features.FeatureConnectors features=datasets.Features( { "line": datasets.Value("string"), } ), # If there's a common (input, target) tuple from the features, # specify them here. They'll be used if as_supervised=True in # builder.as_dataset. supervised_keys=None, homepage=_URL, ) def _split_generators(self, dl_manager): """Returns SplitGenerators.""" if self.config.name == "crime-and-punish": data = dl_manager.download_and_extract(self.config.data_url) return [ datasets.SplitGenerator( name=datasets.Split.TRAIN, gen_kwargs={"data_file": data, "split": "train"}, ), ] else: raise ValueError("{} does not exist".format(self.config.name)) def _generate_examples(self, data_file, split): with open(data_file, "rb") as f: id_counter = 0 add_text = False crime_and_punishment_occ_counter = 0 for line in f: line = line.decode("UTF-8") if "CRIME AND PUNISHMENT" in line: crime_and_punishment_occ_counter += 1 add_text = crime_and_punishment_occ_counter == 3 if "End of Project" in line: add_text = False if add_text is True: result = {"line": line} id_counter += 1 yield id_counter, result