try:
    password = input("请输入密码: ")
    if not password:
        raise PasswordValidationError("密码不能为空")
    if len(password) > MAX_PASSWORD_LENGTH:
        raise PasswordValidationError(f"密码长度不能超过 {MAX_PASSWORD_LENGTH} 个字符")
except PasswordValidationError as e:
    logger.error(f"密码输入验证失败: {str(e)}")
    raise PasswordSecurityError(f"输入错误: {str(e)}")

try:
    with open(password_file, 'r', encoding='utf-8') as f:
        passwords = f.readlines()
except FileNotFoundError:
    logger.error(f"密码文件不存在: {password_file}")
    raise PasswordSecurityError(f"文件未找到: {password_file}")
except PermissionError:
    logger.error(f"无权限访问密码文件: {password_file}")
    raise PasswordSecurityError(f"文件访问权限不足: {password_file}")

try:
    # 安全清除密码变量
    password = None
    del password
except Exception as e:
    logger.warning(f"内存清理失败: {str(e)}")

try:
    with open(config_file, 'r', encoding='utf-8') as f:
        config = json.load(f)
except json.JSONDecodeError as e:
    logger.error(f"配置文件格式错误: {str(e)}")
    raise PasswordSecurityError(f"配置文件无效: {str(e)}")
except FileNotFoundError:
    logger.warning("配置文件不存在，使用默认配置")
    config = DEFAULT_CONFIG

#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
密码强度检测器
功能：评估密码的安全性和强度
作者：Cline
版本：1.0
"""

import argparse
import sys
import json
import logging
import os
import re
import math
from datetime import datetime
from typing import Dict, List, Tuple, Optional
import hashlib
import secrets

# 配置日志
logging.basicConfig(
    level=logging.INFO,
    format='%(asctime)s - %(levelname)s - %(message)s',
    handlers=[
        logging.FileHandler('password_checker.log'),
        logging.StreamHandler(sys.stdout)
    ]
)
logger = logging.getLogger(__name__)

class PasswordSecurityError(Exception):
    """密码安全异常类"""
    pass

class PasswordValidationError(Exception):
    """密码验证异常类"""
    pass

class PasswordStrengthChecker:
    def __init__(self, config: Dict[str, any] = None):
        # 默认配置
        self.default_config = {
            "min_length": 8,
            "max_length": 128,
            "require_uppercase": True,
            "require_lowercase": True,
            "require_digits": True,
            "require_special_chars": True,
            "min_special_chars": 1,
            "blacklist_words": [
                "password", "123456", "qwerty", "admin", "welcome",
                "login", "root", "guest", "user", "test"
            ],
            "keyboard_patterns": [
                "qwerty", "asdf", "zxcv", "1234", "abcd"
            ],
            "scoring_weights": {
                "length": 0.3,
                "complexity": 0.4,
                "patterns": 0.2,
                "entropy": 0.1
            }
        }
        
        # 合并配置
        self.config = {**self.default_config, **(config or {})}
        
        # 特殊字符集合
        self.special_chars = "!@#$%^&*()_+-=[]{}|;:,.<>?"
        
        # 检测结果统计
        self.stats = {
            "total_checked": 0,
            "strong_passwords": 0,
            "medium_passwords": 0,
            "weak_passwords": 0,
            "very_weak_passwords": 0
        }
        
    def calculate_entropy(self, password: str) -> float:
        """计算密码熵值"""
        if not password:
            return 0.0
            
        # 计算字符集大小
        charset_size = 0
        if re.search(r'[a-z]', password):
            charset_size += 26
        if re.search(r'[A-Z]', password):
            charset_size += 26
        if re.search(r'[0-9]', password):
            charset_size += 10
        if re.search(r'[^a-zA-Z0-9]', password):
            charset_size += len(self.special_chars)
            
        # 计算熵值
        if charset_size > 0:
            entropy = len(password) * math.log2(charset_size)
            return min(entropy, 100.0)  # 限制最大值
        return 0.0
        
    def check_length(self, password: str) -> Tuple[int, str]:
        """检查密码长度"""
        length = len(password)
        min_len = self.config["min_length"]
        max_len = self.config["max_length"]
        
        if length < min_len:
            return 0, f"密码长度不足，至少需要 {min_len} 个字符"
        elif length > max_len:
            return 0, f"密码长度过长，最多允许 {max_len} 个字符"
        else:
            # 长度评分（线性增长）
            score = min(100, (length / max_len) * 100)
            return int(score), f"密码长度合适 ({length} 个字符)"
            
    def check_complexity(self, password: str) -> Tuple[int, str]:
        """检查密码复杂度"""
        score = 0
        feedback = []
        
        # 检查小写字母
        if re.search(r'[a-z]', password):
            score += 25
        elif self.config["require_lowercase"]:
            feedback.append("缺少小写字母")
            
        # 检查大写字母
        if re.search(r'[A-Z]', password):
            score += 25
        elif self.config["require_uppercase"]:
            feedback.append("缺少大写字母")
            
        # 检查数字
        if re.search(r'[0-9]', password):
            score += 25
        elif self.config["require_digits"]:
            feedback.append("缺少数字")
            
        # 检查特殊字符
        special_count = len(re.findall(r'[^a-zA-Z0-9]', password))
        if special_count >= self.config["min_special_chars"]:
            score += 25
        elif self.config["require_special_chars"]:
            feedback.append(f"特殊字符不足，至少需要 {self.config['min_special_chars']} 个")
            
        if not feedback:
            feedback_msg = "字符类型齐全"
        else:
            feedback_msg = "、".join(feedback)
            
        return score, feedback_msg
        
    def check_patterns(self, password: str) -> Tuple[int, str]:
        """检查密码模式"""
        score = 100
        feedback = []
        
        # 检查黑名单词汇
        password_lower = password.lower()
        for word in self.config["blacklist_words"]:
            if word in password_lower:
                score -= 30
                feedback.append(f"包含常见弱密码词汇: {word}")
                
        # 检查键盘序列
        for pattern in self.config["keyboard_patterns"]:
            if pattern in password_lower or pattern[::-1] in password_lower:
                score -= 20
                feedback.append(f"包含键盘序列: {pattern}")
                
        # 检查重复字符
        if re.search(r'(.)1{2,}', password):
            score -= 15
            feedback.append("包含过多重复字符")
            
        # 检查连续字符
        consecutive_count = 0
        for i in range(len(password) - 2):
            if ord(password[i+1]) == ord(password[i]) + 1 and ord(password[i+2]) == ord(password[i]) + 2:
                consecutive_count += 1
        if consecutive_count > 0:
            score -= 10 * consecutive_count
            feedback.append(f"包含 {consecutive_count} 组连续字符")
            
        # 确保分数不低于0
        score = max(0, score)
        
        if not feedback:
            feedback_msg = "未发现明显模式问题"
        else:
            feedback_msg = "、".join(feedback)
            
        return score, feedback_msg
        
    def evaluate_password_strength(self, password: str) -> Dict[str, any]:
        """评估密码强度"""
        if not password:
            raise PasswordValidationError("密码不能为空")
            
        # 基本验证
        if len(password) > self.config["max_length"]:
            raise PasswordValidationError(f"密码长度不能超过 {self.config['max_length']} 个字符")
            
        # 各项检测
        length_score, length_feedback = self.check_length(password)
        complexity_score, complexity_feedback = self.check_complexity(password)
        patterns_score, patterns_feedback = self.check_patterns(password)
        entropy_score = self.calculate_entropy(password)
        
        # 计算综合得分
        weights = self.config["scoring_weights"]
        total_score = (
            length_score * weights["length"] +
            complexity_score * weights["complexity"] +
            patterns_score * weights["patterns"] +
            entropy_score * weights["entropy"]
        )
        
        # 确定强度等级
        if total_score >= 80:
            strength_level = "very_strong"
            strength_desc = "非常强"
        elif total_score >= 60:
            strength_level = "strong"
            strength_desc = "强"
        elif total_score >= 40:
            strength_level = "medium"
            strength_desc = "中等"
        else:
            strength_level = "weak"
            strength_desc = "弱"
            
        # 更新统计
        self.stats["total_checked"] += 1
        if strength_level == "very_strong":
            self.stats["strong_passwords"] += 1
        elif strength_level == "strong":
            self.stats["strong_passwords"] += 1
        elif strength_level == "medium":
            self.stats["medium_passwords"] += 1
        else:
            self.stats["weak_passwords"] += 1
            
        result = {
            "password": self.mask_password(password),
            "score": round(total_score, 2),
            "strength_level": strength_level,
            "strength_description": strength_desc,
            "details": {
                "length": {
                    "score": length_score,
                    "feedback": length_feedback
                },
                "complexity": {
                    "score": complexity_score,
                    "feedback": complexity_feedback
                },
                "patterns": {
                    "score": patterns_score,
                    "feedback": patterns_feedback
                },
                "entropy": {
                    "score": round(entropy_score, 2),
                    "bits": round(math.log2(len(password) or 1), 2) if password else 0
                }
            },
            "recommendations": self.generate_recommendations(
                length_score, complexity_score, patterns_score
            ),
            "timestamp": datetime.now().isoformat()
        }
        
        return result
        
    def mask_password(self, password: str) -> str:
        """掩码密码显示"""
        if len(password) <= 4:
            return "*" * len(password)
        else:
            return password[:2] + "*" * (len(password) - 4) + password[-2:]
            
    def generate_recommendations(self, length_score: int, complexity_score: int, patterns_score: int) -> List[str]:
        """生成改进建议"""
        recommendations = []
        
        if length_score < 80:
            recommendations.append("增加密码长度，建议至少12个字符")
            
        if complexity_score < 80:
            recommendations.append("使用更多类型的字符（大小写字母、数字、特殊符号）")
            
        if patterns_score < 80:
            recommendations.append("避免使用常见词汇、键盘序列和重复字符")
            
        if not recommendations:
            recommendations.append("密码强度良好，继续保持")
            
        return recommendations
        
    def check_password_list(self, passwords: List[str]) -> List[Dict[str, any]]:
        """批量检查密码列表"""
        results = []
        
        for i, password in enumerate(passwords):
            try:
                result = self.evaluate_password_strength(password.strip())
                results.append(result)
                logger.info(f"已检查第 {i+1} 个密码")
            except Exception as e:
                logger.error(f"检查第 {i+1} 个密码时出错: {str(e)}")
                results.append({
                    "password": self.mask_password(password.strip()),
                    "error": str(e),
                    "timestamp": datetime.now().isoformat()
                })
                
        return results
        
    def load_passwords_from_file(self, file_path: str) -> List[str]:
        """从文件加载密码列表"""
        try:
            with open(file_path, 'r', encoding='utf-8') as f:
                passwords = [line.strip() for line in f if line.strip()]
            logger.info(f"从文件加载了 {len(passwords)} 个密码")
            return passwords
        except FileNotFoundError:
            logger.error(f"密码文件不存在: {file_path}")
            raise PasswordSecurityError(f"文件未找到: {file_path}")
        except Exception as e:
            logger.error(f"加载密码文件时出错: {str(e)}")
            raise PasswordSecurityError(f"文件加载失败: {str(e)}")
            
    def save_results(self, results: List[Dict[str, any]], output_file: str):
        """保存检测结果"""
        try:
            # 确保输出目录存在
            output_dir = os.path.dirname(output_file) if os.path.dirname(output_file) else '.'
            os.makedirs(output_dir, exist_ok=True)
            
            with open(output_file, 'w', encoding='utf-8') as f:
                json.dump(results, f, indent=2, ensure_ascii=False)
                
            logger.info(f"检测结果已保存到 {output_file}")
        except Exception as e:
            logger.error(f"保存检测结果时出错: {str(e)}")
            raise PasswordSecurityError(f"结果保存失败: {str(e)}")
            
    def generate_report(self, results: List[Dict[str, any]]) -> Dict[str, any]:
        """生成检测报告"""
        weak_passwords = [r for r in results if r.get("strength_level") in ["weak", "very_weak"]]
        medium_passwords = [r for r in results if r.get("strength_level") == "medium"]
        strong_passwords = [r for r in results if r.get("strength_level") in ["strong", "very_strong"]]
        
        report = {
            "summary": {
                "total_passwords": len(results),
                "very_strong": len([r for r in results if r.get("strength_level") == "very_strong"]),
                "strong": len([r for r in results if r.get("strength_level") == "strong"]),
                "medium": len(medium_passwords),
                "weak": len([r for r in results if r.get("strength_level") == "weak"]),
                "very_weak": len([r for r in results if r.get("strength_level") == "very_weak"])
            },
            "statistics": self.stats,
            "weak_passwords": weak_passwords[:10],  # 只显示前10个弱密码
            "recommendations": [
                "定期更换密码",
                "使用密码管理器生成和存储复杂密码",
                "启用多因素认证",
                "避免在多个账户使用相同密码"
            ],
            "timestamp": datetime.now().isoformat()
        }
        
        return report
        
    def print_result(self, result: Dict[str, any]):
        """打印检测结果"""
        print("n" + "="*60)
        print("密码强度检测结果")
        print("="*60)
        print(f"密码: {result['password']}")
        print(f"综合得分: {result['score']}/100")
        print(f"强度等级: {result['strength_description']}")
        print("-"*60)
        print("详细分析:")
        print(f"  长度检测: {result['details']['length']['score']}/100 - {result['details']['length']['feedback']}")
        print(f"  复杂度检测: {result['details']['complexity']['score']}/100 - {result['details']['complexity']['feedback']}")
        print(f"  模式检测: {result['details']['patterns']['score']}/100 - {result['details']['patterns']['feedback']}")
        print(f"  熵值检测: {result['details']['entropy']['score']}/100 ({result['details']['entropy']['bits']} bits)")
        print("-"*60)
        print("改进建议:")
        for i, rec in enumerate(result['recommendations'], 1):
            print(f"  {i}. {rec}")
        print("="*60)
        
    def print_report(self, report: Dict[str, any]):
        """打印检测报告"""
        print("n" + "="*60)
        print("密码强度检测报告")
        print("="*60)
        print(f"检测时间: {report['timestamp']}")
        print("-"*60)
        print("统计摘要:")
        print(f"  总密码数: {report['summary']['total_passwords']}")
        print(f"  非常强: {report['summary']['very_strong']}")
        print(f"  强: {report['summary']['strong']}")
        print(f"  中等: {report['summary']['medium']}")
        print(f"  弱: {report['summary']['weak']}")
        print(f"  非常弱: {report['summary']['very_weak']}")
        print("-"*60)
        print("安全建议:")
        for i, rec in enumerate(report['recommendations'], 1):
            print(f"  {i}. {rec}")
        print("="*60)

def create_sample_config():
    """创建示例配置文件"""
    sample_config = {
        "min_length": 8,
        "max_length": 128,
        "require_uppercase": True,
        "require_lowercase": True,
        "require_digits": True,
        "require_special_chars": True,
        "min_special_chars": 1,
        "blacklist_words": [
            "password", "123456", "qwerty", "admin", "welcome",
            "login", "root", "guest", "user", "test", "abc123"
        ],
        "keyboard_patterns": [
            "qwerty", "asdf", "zxcv", "1234", "abcd", "qwer"
        ],
        "scoring_weights": {
            "length": 0.3,
            "complexity": 0.4,
            "patterns": 0.2,
            "entropy": 0.1
        }
    }
    
    with open('password_checker_config.json', 'w', encoding='utf-8') as f:
        json.dump(sample_config, f, indent=2, ensure_ascii=False)
    logger.info("示例配置文件已创建: password_checker_config.json")

def generate_strong_password(length: int = 16) -> str:
    """生成强密码"""
    alphabet = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789!@#$%^&*()"
    password = ''.join(secrets.choice(alphabet) for _ in range(length))
    return password

def main():
    parser = argparse.ArgumentParser(description='密码强度检测器')
    parser.add_argument('password', nargs='?', help='要检测的密码')
    parser.add_argument('-f', '--file', help='包含密码列表的文件路径')
    parser.add_argument('-o', '--output', help='输出结果文件路径')
    parser.add_argument('-c', '--config', help='配置文件路径')
    parser.add_argument('--generate', type=int, nargs='?', const=16, help='生成指定长度的强密码')
    parser.add_argument('--sample-config', action='store_true', help='创建示例配置文件')
    parser.add_argument('--interactive', action='store_true', help='交互式检测模式')
    
    args = parser.parse_args()
    
    if args.sample_config:
        create_sample_config()
        return
        
    if args.generate:
        password = generate_strong_password(args.generate)
        print(f"生成的强密码: {password}")
        return
        
    # 加载配置
    config = {}
    if args.config and os.path.exists(args.config):
        try:
            with open(args.config, 'r', encoding='utf-8') as f:
                config = json.load(f)
        except Exception as e:
            logger.error(f"加载配置文件失败: {str(e)}")
            
    # 创建检测器实例
    checker = PasswordStrengthChecker(config)
    
    try:
        if args.interactive:
            # 交互式模式
            while True:
                try:
                    password = input("n请输入要检测的密码 (输入 'quit' 退出): ")
                    if password.lower() == 'quit':
                        break
                    if not password:
                        continue
                        
                    result = checker.evaluate_password_strength(password)
                    checker.print_result(result)
                except KeyboardInterrupt:
                    print("n退出交互模式")
                    break
                except Exception as e:
                    logger.error(f"密码检测出错: {str(e)}")
                    
        elif args.file:
            # 文件批量检测模式
            passwords = checker.load_passwords_from_file(args.file)
            results = checker.check_password_list(passwords)
            
            # 保存结果
            output_file = args.output or f"password_check_results_{datetime.now().strftime('%Y%m%d_%H%M%S')}.json"
            checker.save_results(results, output_file)
            
            # 生成报告
            report = checker.generate_report(results)
            report_file = f"{output_file}.report.json"
            with open(report_file, 'w', encoding='utf-8') as f:
                json.dump(report, f, indent=2, ensure_ascii=False)
            logger.info(f"检测报告已保存到 {report_file}")
            
            # 打印报告
            checker.print_report(report)
            
        elif args.password:
            # 单密码检测模式
            result = checker.evaluate_password_strength(args.password)
            checker.print_result(result)
            
            # 保存结果
            if args.output:
                checker.save_results([result], args.output)
                
        else:
            # 显示帮助信息
            parser.print_help()
            
    except KeyboardInterrupt:
        logger.info("密码检测被用户中断")
        sys.exit(1)
    except PasswordSecurityError as e:
        logger.error(f"密码安全错误: {str(e)}")
        sys.exit(1)
    except Exception as e:
        logger.error(f"密码检测过程中发生未知错误: {str(e)}")
        sys.exit(1)

if __name__ == '__main__':
    main()

# 检测单个密码
python password_checker.py "MyPassword123!"

# 交互式检测模式
python password_checker.py --interactive

# 生成强密码
python password_checker.py --generate
python password_checker.py --generate 20  # 指定长度

# 从文件批量检测密码
python password_checker.py -f passwords.txt

# 指定输出文件
python password_checker.py -f passwords.txt -o results.json

# 使用自定义配置文件
python password_checker.py "MyPassword123!" -c config.json

# 创建示例配置文件
python password_checker.py --sample-config

创建一个名为 config.json 的配置文件：

{
  "min_length": 12,
  "max_length": 128,
  "require_uppercase": true,
  "require_lowercase": true,
  "require_digits": true,
  "require_special_chars": true,
  "min_special_chars": 2,
  "blacklist_words": [
    "password", "123456", "qwerty", "admin", "welcome",
    "login", "root", "guest", "user", "test", "abc123",
    "password123", "admin123"
  ],
  "keyboard_patterns": [
    "qwerty", "asdf", "zxcv", "1234", "abcd", "qwer",
    "qazwsx", "plmokn"
  ],
  "scoring_weights": {
    "length": 0.25,
    "complexity": 0.35,
    "patterns": 0.25,
    "entropy": 0.15
  }
}

创建一个名为 `passwords.txt` 的密码文件：

MyPassword123!
weakpassword
Admin123
qwerty123
StrongPass!@#456
testuser
SecurePassword2023$
password
12345678
MySecurePass99!

from password_checker import PasswordStrengthChecker

# 创建检测器实例
checker = PasswordStrengthChecker()

# 在用户注册时检查密码强度
def register_user(username, password):
    try:
        result = checker.evaluate_password_strength(password)
        if result['strength_level'] in ['weak', 'very_weak']:
            return False, "密码强度不足，请使用更强的密码"
        return True, "密码强度合格"
    except Exception as e:
        return False, str(e)

# 每周日凌晨2点执行密码安全审计
0 2 * * 0 /usr/bin/python3 /path/to/password_checker.py -f /path/to/user_passwords.txt -o /var/log/password_audit.json

# 企业级密码策略配置
enterprise_config = {
    "min_length": 16,
    "require_uppercase": True,
    "require_lowercase": True,
    "require_digits": True,
    "require_special_chars": True,
    "min_special_chars": 3,
    "blacklist_words": ["companyname", "productname"],  # 企业特定词汇
    "scoring_weights": {
        "length": 0.2,
        "complexity": 0.4,
        "patterns": 0.3,
        "entropy": 0.1
    }
}

checker = PasswordStrengthChecker(enterprise_config)

安全清除密码变量避免内存残留

批量处理时分批加载避免内存溢出

使用生成器处理大数据集

预编译正则表达式提高匹配速度

缓存常见计算结果

并行处理多个密码检测

实现优雅的错误恢复机制

记录详细的检测日志便于问题追踪

提供友好的错误提示信息

密码在内存中安全处理，避免明文存储

输出结果中密码被适当掩码

配置文件权限合理设置

限制处理密码的数量和大小

实现处理超时机制

记录所有操作日志便于审计

不收集用户密码信息

本地处理不上传任何数据

符合隐私保护法规要求

这个密码强度检测器是一个功能强大、安全可靠的安全工具，能够帮助用户和企业评估密码的安全性，提升整体网络安全水平。

以上就是基于Python实现一个专业的密码强度检测器的详细内容，更多关于Python密码强度检测器的资料请关注风君子博客其它相关文章！

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基于Python实现一个专业的密码强度检测器

目录

检查用户账户密码强度 定期审计系统密码安全性 识别弱密码账户并强制更换 制定和执行密码策略

集成到用户注册和密码修改流程 实时密码强度提示 密码策略验证 用户体验优化

企业密码安全评估 合规性检查（等保、ISO 27001等） 渗透测试中的密码分析 安全培训和意识提升

检查个人账户密码安全性 创建更强的密码 密码管理器集成 安全意识教育

try: # 安全清除密码变量 password = None del password except Exception as e: logger.warning(f"内存清理失败: {str(e)}")

# 检测单个密码 python password_checker.py "MyPassword123!" # 交互式检测模式 python password_checker.py --interactive # 生成强密码 python password_checker.py --generate python password_checker.py --generate 20 # 指定长度

# 从文件批量检测密码 python password_checker.py -f passwords.txt # 指定输出文件 python password_checker.py -f passwords.txt -o results.json

# 使用自定义配置文件 python password_checker.py "MyPassword123!" -c config.json # 创建示例配置文件 python password_checker.py --sample-config

创建一个名为 passwords.txt 的密码文件： MyPassword123!weakpasswordAdmin123qwerty123StrongPass!@#456testuserSecurePassword2023$password12345678MySecurePass99!

# 每周日凌晨2点执行密码安全审计0 2 * * 0 /usr/bin/python3 /path/to/password_checker.py -f /path/to/user_passwords.txt -o /var/log/password_audit.json

安全清除密码变量避免内存残留 批量处理时分批加载避免内存溢出 使用生成器处理大数据集

预编译正则表达式提高匹配速度 缓存常见计算结果 并行处理多个密码检测

实现优雅的错误恢复机制 记录详细的检测日志便于问题追踪 提供友好的错误提示信息

密码在内存中安全处理，避免明文存储 输出结果中密码被适当掩码 配置文件权限合理设置

限制处理密码的数量和大小 实现处理超时机制 记录所有操作日志便于审计

More posts

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友情链接

检查用户账户密码强度

定期审计系统密码安全性

识别弱密码账户并强制更换

制定和执行密码策略

集成到用户注册和密码修改流程

实时密码强度提示

密码策略验证

用户体验优化

企业密码安全评估

合规性检查（等保、ISO 27001等）

渗透测试中的密码分析

安全培训和意识提升

检查个人账户密码安全性

创建更强的密码

密码管理器集成

安全意识教育

创建一个名为 `passwords.txt` 的密码文件：

MyPassword123!
weakpassword
Admin123
qwerty123
StrongPass!@#456
testuser
SecurePassword2023$
password
12345678
MySecurePass99!

# 每周日凌晨2点执行密码安全审计
0 2 * * 0 /usr/bin/python3 /path/to/password_checker.py -f /path/to/user_passwords.txt -o /var/log/password_audit.json

安全清除密码变量避免内存残留

批量处理时分批加载避免内存溢出

使用生成器处理大数据集

预编译正则表达式提高匹配速度

缓存常见计算结果

并行处理多个密码检测

实现优雅的错误恢复机制

记录详细的检测日志便于问题追踪

提供友好的错误提示信息

密码在内存中安全处理，避免明文存储

输出结果中密码被适当掩码

配置文件权限合理设置

限制处理密码的数量和大小

实现处理超时机制

记录所有操作日志便于审计