data.py

# 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.


def load_dict(dict_path):
    with open(dict_path, "r", encoding="utf-8") as f:
        words = [word.strip() for word in f.readlines()]
        word2id = dict(zip(words, range(len(words))))
        id2word = dict((v, k) for k, v in word2id.items())

        return word2id, id2word


def convert_example_to_feature(example, tokenizer, label2id, max_seq_len=512, is_test=False):
    example = example["text"].rstrip().split("\t")
    if not is_test:
        label = int(example[0])
        aspect_text = example[1]
        text = example[2]
        encoded_inputs = tokenizer(aspect_text, text_pair=text, max_seq_len=max_seq_len, return_length=True)
        encoded_inputs["label"] = label
    else:
        aspect_text = example[0]
        text = example[1]
        encoded_inputs = tokenizer(aspect_text, text_pair=text, max_seq_len=max_seq_len, return_length=True)

    return encoded_inputs