144 lines
4.3 KiB
Python
144 lines
4.3 KiB
Python
import pandas as pd
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import random
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from openpyxl import load_workbook
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from openpyxl.styles import Font, PatternFill, Alignment
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def calculate_id_check_code(id_17):
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"""
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计算身份证校验码（符合GB 11643-1999标准）
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"""
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weights = [7, 9, 10, 5, 8, 4, 2, 1, 6, 3, 7, 9, 10, 5, 8, 4, 2]
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check_codes = ['1', '0', 'X', '9', '8', '7', '6', '5', '4', '3', '2']
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weighted_sum = sum(int(id_17[i]) * weights[i] for i in range(17))
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mod = weighted_sum % 11
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return check_codes[mod]
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def generate_valid_person_id():
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"""
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生成符合校验标准的18位身份证号
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"""
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area_code = f"{random.randint(110000, 659999)}"
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birth_year = random.randint(1960, 2000)
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birth_month = f"{random.randint(1, 12):02d}"
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birth_day = f"{random.randint(1, 28):02d}"
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sequence_code = f"{random.randint(0, 999):03d}"
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id_17 = f"{area_code}{birth_year}{birth_month}{birth_day}{sequence_code}"
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check_code = calculate_id_check_code(id_17)
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return f"{id_17}{check_code}"
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def validate_id_check_code(person_id):
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"""
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验证身份证校验码是否正确
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"""
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if len(person_id) != 18:
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return False
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id_17 = person_id[:17]
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check_code = person_id[17]
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return calculate_id_check_code(id_17) == check_code.upper()
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# 读取现有文件
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input_file = 'doc/test-data/intermediary/intermediary_test_data_1000_valid.xlsx'
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output_file = 'doc/test-data/intermediary/intermediary_test_data_1000_valid.xlsx'
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print(f"正在读取文件: {input_file}")
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df = pd.read_excel(input_file)
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print(f"总行数: {len(df)}")
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# 找出所有身份证类型的记录
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id_card_mask = df['证件类型'] == '身份证'
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id_card_count = id_card_mask.sum()
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print(f"\n找到 {id_card_count} 条身份证记录")
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# 验证现有身份证
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print("\n正在验证现有身份证校验码...")
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invalid_count = 0
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invalid_indices = []
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for idx in df[id_card_mask].index:
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person_id = str(df.loc[idx, '证件号码*'])
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if not validate_id_check_code(person_id):
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invalid_count += 1
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invalid_indices.append(idx)
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print(f"校验正确: {id_card_count - invalid_count}条")
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print(f"校验错误: {invalid_count}条")
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if invalid_count > 0:
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print(f"\n需要重新生成 {invalid_count} 条身份证号码")
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# 重新生成所有身份证号码
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print(f"\n正在重新生成所有身份证号码...")
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updated_count = 0
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for idx in df[id_card_mask].index:
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old_id = df.loc[idx, '证件号码*']
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new_id = generate_valid_person_id()
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df.loc[idx, '证件号码*'] = new_id
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updated_count += 1
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if (updated_count % 50 == 0) or (updated_count == id_card_count):
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print(f"已更新 {updated_count}/{id_card_count} 条")
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# 保存到Excel
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df.to_excel(output_file, index=False, engine='openpyxl')
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# 格式化Excel文件
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wb = load_workbook(output_file)
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ws = wb.active
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# 设置列宽
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ws.column_dimensions['A'].width = 15
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ws.column_dimensions['B'].width = 12
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ws.column_dimensions['C'].width = 12
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ws.column_dimensions['D'].width = 8
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ws.column_dimensions['E'].width = 12
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ws.column_dimensions['F'].width = 20
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ws.column_dimensions['G'].width = 15
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ws.column_dimensions['H'].width = 15
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ws.column_dimensions['I'].width = 30
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ws.column_dimensions['J'].width = 20
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ws.column_dimensions['K'].width = 20
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ws.column_dimensions['L'].width = 12
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ws.column_dimensions['M'].width = 15
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ws.column_dimensions['N'].width = 12
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ws.column_dimensions['O'].width = 20
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# 设置表头样式
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header_fill = PatternFill(start_color='D3D3D3', end_color='D3D3D3', fill_type='solid')
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header_font = Font(bold=True)
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for cell in ws[1]:
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cell.fill = header_fill
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cell.font = header_font
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cell.alignment = Alignment(horizontal='center', vertical='center')
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# 冻结首行
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ws.freeze_panes = 'A2'
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wb.save(output_file)
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# 最终验证
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print("\n正在进行最终验证...")
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df_verify = pd.read_excel(output_file)
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id_cards = df_verify[df_verify['证件类型'] == '身份证']['证件号码*']
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all_valid = True
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for idx, person_id in id_cards.items():
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if not validate_id_check_code(str(person_id)):
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all_valid = False
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print(f"❌ 错误: {person_id}")
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if all_valid:
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print(f"✅ 所有 {len(id_cards)} 条身份证号码校验通过！")
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else:
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print("❌ 存在校验失败的身份证号码")
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print(f"\n=== 更新完成 ===")
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print(f"文件: {output_file}")
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print(f"更新身份证数量: {updated_count}条")
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print(f"其他证件类型保持不变")
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