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57 lines
2.0 KiB
Python
57 lines
2.0 KiB
Python
# coding=utf-8
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"""
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@project: maxkb
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@Author：虎
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@file： csv_parse_qa_handle.py
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@date：2024/5/21 14:59
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@desc:
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"""
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import csv
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import io
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from charset_normalizer import detect
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from common.handle.base_parse_qa_handle import BaseParseQAHandle
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def read_csv_standard(file_path):
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data = []
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with open(file_path, 'r') as file:
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reader = csv.reader(file)
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for row in reader:
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data.append(row)
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return data
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class CsvParseQAHandle(BaseParseQAHandle):
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def support(self, file, get_buffer):
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file_name: str = file.name.lower()
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if file_name.endswith(".csv"):
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return True
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return False
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def handle(self, file, get_buffer):
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buffer = get_buffer(file)
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reader = csv.reader(io.TextIOWrapper(io.BytesIO(buffer), encoding=detect(buffer)['encoding']))
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try:
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title_row_list = reader.__next__()
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except Exception as e:
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return []
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title_row_index_dict = {'title': 0, 'content': 1, 'problem_list': 2}
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for index in range(len(title_row_list)):
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title_row = title_row_list[index]
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if title_row.startswith('分段标题'):
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title_row_index_dict['title'] = index
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if title_row.startswith('分段内容'):
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title_row_index_dict['content'] = index
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if title_row.startswith('问题'):
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title_row_index_dict['problem_list'] = index
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paragraph_list = []
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for row in reader:
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problem = row[title_row_index_dict.get('problem_list')]
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problem_list = [{'content': p[0:255]} for p in problem.split('\n') if len(p.strip()) > 0]
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paragraph_list.append({'title': row[title_row_index_dict.get('title')][0:255],
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'content': row[title_row_index_dict.get('content')][0:4096],
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'problem_list': problem_list})
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return [{'name': file.name, 'paragraphs': paragraph_list}]
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