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