# coding:utf-8 # Copyright (c) 2019 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 codecs from typing import List import yaml from paddlehub.utils.utils import sys_stdin_encoding class CSVFileParser(object): def parse(self, csv_file: str) -> dict: with codecs.open(csv_file, 'r', sys_stdin_encoding()) as file: content = file.read() content = content.split('\n') self.title = content[0].split(',') self.content = {} for key in self.title: self.content[key] = [] for text in content[1:]: if (text == ''): continue for index, item in enumerate(text.split(',')): title = self.title[index] self.content[title].append(item) return self.content class YAMLFileParser(object): def parse(self, yaml_file: str) -> dict: with codecs.open(yaml_file, 'r', sys_stdin_encoding()) as file: content = file.read() return yaml.load(content, Loader=yaml.BaseLoader) class TextFileParser(object): def parse(self, txt_file: str, use_strip: bool = True) -> List: contents = [] try: with codecs.open(txt_file, 'r', encoding='utf8') as file: for line in file: if use_strip: line = line.strip() if line: contents.append(line) except: with codecs.open(txt_file, 'r', encoding='gbk') as file: for line in file: if use_strip: line = line.strip() if line: contents.append(line) return contents csv_parser = CSVFileParser() yaml_parser = YAMLFileParser() txt_parser = TextFileParser()