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ccdi/doc/test-data/intermediary/fix-id-cards.py

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2026-02-09 00:13:32 +08:00
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}")
print(f"校验错误: {invalid_count}")
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}")
# 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}")
print(f"其他证件类型保持不变")