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scanner/security_scanner.py
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223
scanner/security_scanner.py
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#!/usr/bin/env python3
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# -*- coding: utf-8 -*-
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"""
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安全扫描器
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使用 Bandit 进行安全漏洞扫描
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"""
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import os
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import json
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import logging
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from typing import Dict, Any, List, Optional
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from scanner.base import BaseScanner
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logger = logging.getLogger(__name__)
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class SecurityScanner(BaseScanner):
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"""安全漏洞扫描器"""
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def __init__(self, config: Dict[str, Any]):
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super().__init__(config)
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# 扫描所有代码文件以发现安全问题
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self.extensions = ['.py', '.js', '.ts', '.jsx', '.tsx', '.java', '.go', '.rb', '.php']
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def scan(self, repo_url: str, commit_id: Optional[str], branch: str) -> Dict[str, Any]:
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"""
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执行安全扫描
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Args:
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repo_url: 仓库 URL
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commit_id: 提交 ID
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branch: 分支名
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Returns:
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扫描结果
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"""
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result = {
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'tool': 'Security Scanner',
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'language': 'multi',
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'status': 'success',
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'issues': [],
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'summary': {
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'total': 0,
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'high': 0,
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'medium': 0,
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'low': 0,
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'info': 0
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},
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'files_scanned': 0
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}
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clone_dir = None
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try:
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# 克隆仓库
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clone_dir = self.clone_repo(repo_url, commit_id, branch)
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# 获取所有支持的文件
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all_files = self.get_changed_files(clone_dir, self.extensions)
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result['files_scanned'] = len(all_files)
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if not all_files:
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logger.info('没有找到可扫描的文件')
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return result
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# Python 安全扫描 (Bandit)
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py_files = [f for f in all_files if f.endswith('.py')]
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if py_files:
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bandit_result = self._run_bandit(clone_dir, py_files)
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result['issues'].extend(bandit_result.get('issues', []))
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# JavaScript 安全扫描
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js_files = [f for f in all_files if f.endswith(('.js', '.jsx', '.ts', '.tsx'))]
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if js_files:
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# 使用简单的模式匹配检测常见安全问题
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js_security_result = self._scan_js_security(clone_dir, js_files)
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result['issues'].extend(js_security_result.get('issues', []))
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# 计算摘要
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result['summary'] = self._calculate_summary(result['issues'])
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# 限制返回的问题数量
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if self.detailed:
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result['issues'] = result['issues'][:self.max_issues]
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except Exception as e:
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logger.error(f'安全扫描失败: {str(e)}')
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result['status'] = 'error'
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result['error'] = str(e)
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finally:
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# 清理临时目录
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if clone_dir:
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self.cleanup(clone_dir)
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return result
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def _run_bandit(self, cwd: str, files: List[str]) -> Dict[str, Any]:
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"""运行 Bandit 安全扫描"""
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result = {
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'tool': 'bandit',
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'issues': []
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}
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try:
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# 运行 bandit
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cmd = ['python', '-m', 'bandit', '-f', 'json'] + files
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output = self.run_command(cmd, cwd, timeout=120)
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# 解析 JSON 输出
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if output.get('stdout'):
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try:
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data = json.loads(output['stdout'])
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results = data.get('results', [])
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for issue in results:
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# 映射严重级别
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severity = issue.get('issue_severity', 'LOW')
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result['issues'].append({
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'tool': 'bandit',
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'type': issue.get('issue_id', 'unknown'),
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'severity': severity,
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'confidence': issue.get('issue_confidence', 'LOW'),
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'message': issue.get('issue_text', ''),
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'file': os.path.basename(issue.get('filename', '')),
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'line': issue.get('line_number', 0),
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'code': issue.get('code', '')
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})
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except json.JSONDecodeError:
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logger.warning('Bandit JSON 解析失败')
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except Exception as e:
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logger.warning(f'Bandit 运行失败: {str(e)}')
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return result
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def _scan_js_security(self, cwd: str, files: List[str]) -> Dict[str, Any]:
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"""简单的 JavaScript 安全扫描(基于模式匹配)"""
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result = {
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'tool': 'js-security',
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'issues': []
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}
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# 需要检测的不安全模式
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dangerous_patterns = [
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{
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'pattern': r'eval\s*\(',
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'message': '使用 eval() 可能导致代码注入',
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'severity': 'HIGH'
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},
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{
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'pattern': r'innerHTML\s*=',
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'message': '使用 innerHTML 可能导致 XSS 攻击',
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'severity': 'MEDIUM'
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},
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{
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'pattern': r'document\.write\s*\(',
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'message': '使用 document.write 可能导致 XSS 攻击',
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'severity': 'MEDIUM'
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},
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{
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'pattern': r'password\s*[:=]',
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'message': '硬编码密码可能存在安全风险',
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'severity': 'HIGH'
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},
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{
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'pattern': r'api[_-]?key\s*[:=]',
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'message': '硬编码 API Key 可能存在安全风险',
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'severity': 'HIGH'
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},
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{
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'pattern': r'secret\s*[:=]',
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'message': '硬编码密钥可能存在安全风险',
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'severity': 'HIGH'
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}
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]
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import re
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for file_path in files:
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try:
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with open(file_path, 'r', encoding='utf-8', errors='ignore') as f:
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content = f.read()
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lines = content.split('\n')
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for line_num, line in enumerate(lines, 1):
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for pattern_info in dangerous_patterns:
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if re.search(pattern_info['pattern'], line, re.IGNORECASE):
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result['issues'].append({
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'tool': 'js-security',
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'type': 'security-warning',
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'severity': pattern_info['severity'],
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'confidence': 'MEDIUM',
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'message': pattern_info['message'],
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'file': os.path.basename(file_path),
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'line': line_num,
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'code': line.strip()[:80]
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})
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except Exception as e:
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logger.warning(f'扫描文件 {file_path} 失败: {str(e)}')
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return result
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def _calculate_summary(self, issues: List[Dict]) -> Dict[str, int]:
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"""计算问题摘要"""
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summary = {
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'total': len(issues),
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'high': 0,
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'medium': 0,
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'low': 0,
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'info': 0
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}
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for issue in issues:
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severity = issue.get('severity', '').upper()
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if severity in ['HIGH', 'CRITICAL']:
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summary['high'] += 1
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elif severity == 'MEDIUM':
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summary['medium'] += 1
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elif severity == 'LOW':
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summary['low'] += 1
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else:
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summary['info'] += 1
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return summary
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