未验证 提交 7862c3a8 编写于 作者: J Jiaqi Liu 提交者: GitHub

Add CoupletDataset (#5247)

* move coupletdataset to paddlenlp.dataset

* move coupletdataset to paddlenlp.dataset
上级 a911e2d5
......@@ -21,7 +21,7 @@ import numpy as np
import paddle
from paddlenlp.data import Vocab, Pad
from paddlenlp.data import SamplerHelper
from paddlenlp.datasets import TranslationDataset
from paddlenlp.datasets import CoupletDataset
def create_train_loader(batch_size=128):
......@@ -65,50 +65,3 @@ def prepare_input(insts, pad_id):
[inst[1] for inst in insts])
tgt_mask = (tgt[:, :-1] != pad_id).astype(paddle.get_default_dtype())
return src, src_length, tgt[:, :-1], tgt[:, 1:, np.newaxis], tgt_mask
class CoupletDataset(TranslationDataset):
URL = "https://paddlenlp.bj.bcebos.com/datasets/couplet.tar.gz"
SPLITS = {
'train': TranslationDataset.META_INFO(
os.path.join("couplet", "train_src.tsv"),
os.path.join("couplet", "train_tgt.tsv"),
"ad137385ad5e264ac4a54fe8c95d1583",
"daf4dd79dbf26040696eee0d645ef5ad"),
'dev': TranslationDataset.META_INFO(
os.path.join("couplet", "dev_src.tsv"),
os.path.join("couplet", "dev_tgt.tsv"),
"65bf9e72fa8fdf0482751c1fd6b6833c",
"3bc3b300b19d170923edfa8491352951"),
'test': TranslationDataset.META_INFO(
os.path.join("couplet", "test_src.tsv"),
os.path.join("couplet", "test_tgt.tsv"),
"f0a7366dfa0acac884b9f4901aac2cc1",
"56664bff3f2edfd7a751a55a689f90c2")
}
VOCAB_INFO = (os.path.join("couplet", "vocab.txt"), os.path.join(
"couplet", "vocab.txt"), "0bea1445c7c7fb659b856bb07e54a604",
"0bea1445c7c7fb659b856bb07e54a604")
UNK_TOKEN = '<unk>'
BOS_TOKEN = '<s>'
EOS_TOKEN = '</s>'
MD5 = '5c0dcde8eec6a517492227041c2e2d54'
def __init__(self, mode='train', root=None):
data_select = ('train', 'dev', 'test')
if mode not in data_select:
raise TypeError(
'`train`, `dev` or `test` is supported but `{}` is passed in'.
format(mode))
# Download and read data
self.data = self.get_data(mode=mode, root=root)
self.vocab, _ = self.get_vocab(root)
self.transform()
def transform(self):
eos_id = self.vocab[self.EOS_TOKEN]
bos_id = self.vocab[self.BOS_TOKEN]
self.data = [(
[bos_id] + self.vocab.to_indices(data[0].split("\x02")) + [eos_id],
[bos_id] + self.vocab.to_indices(data[1].split("\x02")) + [eos_id])
for data in self.data]
......@@ -25,3 +25,4 @@ from .translation import *
from .dureader import *
from .cnndm import *
from .poetry import *
from .couplet import *
\ No newline at end of file
# 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 os
from paddlenlp.datasets import TranslationDataset
__all__ = ['CoupletDataset']
class CoupletDataset(TranslationDataset):
URL = "https://paddlenlp.bj.bcebos.com/datasets/couplet.tar.gz"
SPLITS = {
'train': TranslationDataset.META_INFO(
os.path.join("couplet", "train_src.tsv"),
os.path.join("couplet", "train_tgt.tsv"),
"ad137385ad5e264ac4a54fe8c95d1583",
"daf4dd79dbf26040696eee0d645ef5ad"),
'dev': TranslationDataset.META_INFO(
os.path.join("couplet", "dev_src.tsv"),
os.path.join("couplet", "dev_tgt.tsv"),
"65bf9e72fa8fdf0482751c1fd6b6833c",
"3bc3b300b19d170923edfa8491352951"),
'test': TranslationDataset.META_INFO(
os.path.join("couplet", "test_src.tsv"),
os.path.join("couplet", "test_tgt.tsv"),
"f0a7366dfa0acac884b9f4901aac2cc1",
"56664bff3f2edfd7a751a55a689f90c2")
}
VOCAB_INFO = (os.path.join("couplet", "vocab.txt"), os.path.join(
"couplet", "vocab.txt"), "0bea1445c7c7fb659b856bb07e54a604",
"0bea1445c7c7fb659b856bb07e54a604")
UNK_TOKEN = '<unk>'
BOS_TOKEN = '<s>'
EOS_TOKEN = '</s>'
MD5 = '5c0dcde8eec6a517492227041c2e2d54'
def __init__(self, mode='train', root=None):
data_select = ('train', 'dev', 'test')
if mode not in data_select:
raise TypeError(
'`train`, `dev` or `test` is supported but `{}` is passed in'.
format(mode))
# Download and read data
self.data = self.get_data(mode=mode, root=root)
self.vocab, _ = self.get_vocab(root)
self.transform()
def transform(self):
eos_id = self.vocab[self.EOS_TOKEN]
bos_id = self.vocab[self.BOS_TOKEN]
self.data = [(
[bos_id] + self.vocab.to_indices(data[0].split("\x02")) + [eos_id],
[bos_id] + self.vocab.to_indices(data[1].split("\x02")) + [eos_id])
for data in self.data]
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