# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import collections import os from paddle.dataset.common import md5file from paddle.utils.download import get_path_from_url from ..utils.env import DATA_HOME from .dataset import DatasetBuilder __all__ = ["PTB"] class PTB(DatasetBuilder): """ This is the Penn Treebank Project: Release 2 CDROM, featuring a million words of 1989 Wall Street Journal material. """ URL = "https://bj.bcebos.com/paddlenlp/datasets/rnnlm/simple-examples.tgz" MD5 = "30177ea32e27c525793142b6bf2c8e2d" META_INFO = collections.namedtuple("META_INFO", ("file", "md5")) SPLITS = { "train": META_INFO( os.path.join("simple-examples", "data", "ptb.train.txt"), "f26c4b92c5fdc7b3f8c7cdcb991d8420" ), "valid": META_INFO( os.path.join("simple-examples", "data", "ptb.valid.txt"), "aa0affc06ff7c36e977d7cd49e3839bf" ), "test": META_INFO(os.path.join("simple-examples", "data", "ptb.test.txt"), "8b80168b89c18661a38ef683c0dc3721"), } def _get_data(self, mode, **kwargs): default_root = os.path.join(DATA_HOME, self.__class__.__name__) filename, data_hash = self.SPLITS[mode] fullname = os.path.join(default_root, filename) if not os.path.exists(fullname) or (data_hash and not md5file(fullname) == data_hash): get_path_from_url(self.URL, default_root, self.MD5) return fullname def _read(self, filename, *args): with open(filename, "r", encoding="utf-8") as f: for line in f: line_stripped = line.strip() yield {"sentence": line_stripped}