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skills/django-verification/SKILL.md
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skills/django-verification/SKILL.md
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---
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name: django-verification
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description: Django 项目的验证循环(Verification loop):包含数据库迁移、代码检查、带覆盖率的测试、安全扫描,以及在发布或 PR 前的部署就绪检查。
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---
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# Django 验证循环(Verification Loop)
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在提交 PR 之前、重大变更之后以及预部署(Pre-deploy)之前运行,以确保 Django 应用程序的质量和安全性。
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## 阶段 1:环境检查 (Phase 1: Environment Check)
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```bash
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# 验证 Python 版本
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python --version # 应符合项目要求
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# 检查虚拟环境
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which python
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pip list --outdated
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# 验证环境变量
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python -c "import os; import environ; print('DJANGO_SECRET_KEY set' if os.environ.get('DJANGO_SECRET_KEY') else 'MISSING: DJANGO_SECRET_KEY')"
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```
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如果环境配置错误,请停止并修复。
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## 阶段 2:代码质量与格式化 (Phase 2: Code Quality & Formatting)
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```bash
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# 类型检查
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mypy . --config-file pyproject.toml
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# 使用 ruff 进行 Lint 检查
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ruff check . --fix
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# 使用 black 进行格式化
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black . --check
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black . # 自动修复
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# 导入语句排序
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isort . --check-only
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isort . # 自动修复
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# Django 特有的检查
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python manage.py check --deploy
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```
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常见问题:
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- 公共函数缺失类型提示(Type hints)
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- 违反 PEP 8 格式规范
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- 未排序的导入语句
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- 生产环境配置中遗留了调试设置
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## 阶段 3:数据库迁移 (Phase 3: Migrations)
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```bash
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# 检查是否存在未应用的迁移
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python manage.py showmigrations
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# 创建缺失的迁移
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python manage.py makemigrations --check
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# 模拟迁移应用(Dry-run)
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python manage.py migrate --plan
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# 应用迁移(测试环境)
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python manage.py migrate
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# 检查迁移冲突
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python manage.py makemigrations --merge # 仅在存在冲突时运行
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```
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报告内容:
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- 待处理迁移的数量
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- 任何迁移冲突
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- 存在模型变更但未生成迁移
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## 阶段 4:测试与覆盖率 (Phase 4: Tests + Coverage)
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```bash
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# 使用 pytest 运行所有测试
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pytest --cov=apps --cov-report=html --cov-report=term-missing --reuse-db
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# 运行特定应用的测试
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pytest apps/users/tests/
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# 使用标记运行
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pytest -m "not slow" # 跳过慢速测试
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pytest -m integration # 仅运行集成测试
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# 覆盖率报告
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open htmlcov/index.html
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```
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报告内容:
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- 测试统计:X 通过,Y 失败,Z 跳过
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- 总体覆盖率:XX%
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- 各应用的覆盖率明细
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覆盖率目标:
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| 组件 | 目标 |
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|-----------|--------|
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| 模型 (Models) | 90%+ |
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| 序列化器 (Serializers) | 85%+ |
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| 视图 (Views) | 80%+ |
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| 服务 (Services) | 90%+ |
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| 总体 | 80%+ |
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## 阶段 5:安全扫描 (Phase 5: Security Scan)
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```bash
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# 依赖项漏洞扫描
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pip-audit
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safety check --full-report
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|
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# Django 安全检查
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python manage.py check --deploy
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# Bandit 安全 Linter
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bandit -r . -f json -o bandit-report.json
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# 密钥扫描(如果安装了 gitleaks)
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gitleaks detect --source . --verbose
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# 环境变量检查
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python -c "from django.core.exceptions import ImproperlyConfigured; from django.conf import settings; settings.DEBUG"
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```
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报告内容:
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- 发现的有漏洞的依赖项
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- 安全配置问题
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- 检测到的硬编码密钥
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- DEBUG 模式状态(在生产环境中应为 False)
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## 阶段 6:Django 管理命令 (Phase 6: Django Management Commands)
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```bash
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# 检查模型问题
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python manage.py check
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# 收集静态文件
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python manage.py collectstatic --noinput --clear
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# 创建超级用户(如果测试需要)
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echo "from apps.users.models import User; User.objects.create_superuser('admin@example.com', 'admin')" | python manage.py shell
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# 数据库完整性检查
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python manage.py check --database default
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# 缓存验证(如果使用 Redis)
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python -c "from django.core.cache import cache; cache.set('test', 'value', 10); print(cache.get('test'))"
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```
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## 阶段 7:性能检查 (Phase 7: Performance Checks)
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```bash
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# Django Debug Toolbar 输出(检查 N+1 查询)
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# 在 DEBUG=True 的开发模式下运行并访问页面
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# 在 SQL 面板中查找重复查询
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# 查询计数分析
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django-admin debugsqlshell # 如果安装了 django-debug-sqlshell
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# 检查缺失的索引
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python manage.py shell << EOF
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from django.db import connection
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with connection.cursor() as cursor:
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cursor.execute("SELECT table_name, index_name FROM information_schema.statistics WHERE table_schema = 'public'")
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print(cursor.fetchall())
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EOF
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```
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报告内容:
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- 每个页面的查询数量(典型页面应 < 50)
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- 缺失的数据库索引
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- 检测到的重复查询
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## 阶段 8:静态资源 (Phase 8: Static Assets)
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```bash
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# 检查 npm 依赖项(如果使用 npm)
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npm audit
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npm audit fix
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# 构建静态文件(如果使用 webpack/vite)
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npm run build
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# 验证静态文件
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ls -la staticfiles/
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python manage.py findstatic css/style.css
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```
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## 阶段 9:配置审查 (Phase 9: Configuration Review)
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```python
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# 在 Python shell 中运行以验证设置
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python manage.py shell << EOF
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from django.conf import settings
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import os
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# 关键检查项
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checks = {
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'DEBUG is False': not settings.DEBUG,
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'SECRET_KEY set': bool(settings.SECRET_KEY and len(settings.SECRET_KEY) > 30),
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'ALLOWED_HOSTS set': len(settings.ALLOWED_HOSTS) > 0,
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'HTTPS enabled': getattr(settings, 'SECURE_SSL_REDIRECT', False),
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'HSTS enabled': getattr(settings, 'SECURE_HSTS_SECONDS', 0) > 0,
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'Database configured': settings.DATABASES['default']['ENGINE'] != 'django.db.backends.sqlite3',
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}
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for check, result in checks.items():
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status = '✓' if result else '✗'
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print(f"{status} {check}")
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EOF
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```
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## 阶段 10:日志配置 (Phase 10: Logging Configuration)
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```bash
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# 测试日志输出
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python manage.py shell << EOF
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import logging
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logger = logging.getLogger('django')
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logger.warning('Test warning message')
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logger.error('Test error message')
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EOF
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# 检查日志文件(如果已配置)
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tail -f /var/log/django/django.log
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```
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## 阶段 11:API 文档 (Phase 11: API Documentation)
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```bash
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# 生成 Schema
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python manage.py generateschema --format openapi-json > schema.json
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# 验证 Schema
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# 检查 schema.json 是否为有效的 JSON
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python -c "import json; json.load(open('schema.json'))"
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# 访问 Swagger UI(如果使用 drf-yasg)
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# 在浏览器中访问 http://localhost:8000/swagger/
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```
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## 阶段 12:差异审查 (Phase 12: Diff Review)
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```bash
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# 显示 diff 统计信息
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git diff --stat
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# 显示实际变更
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git diff
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# 显示已变更的文件
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git diff --name-only
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# 检查常见问题
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git diff | grep -i "todo\|fixme\|hack\|xxx"
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git diff | grep "print(" # 调试语句
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git diff | grep "DEBUG = True" # 调试模式
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git diff | grep "import pdb" # 调试器
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```
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检查清单:
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- 无调试语句(print, pdb, breakpoint())
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- 关键代码中无 TODO/FIXME 注释
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- 无硬编码的密钥或凭据
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- 模型变更已包含数据库迁移
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- 配置变更已记录文档
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- 外部调用已包含错误处理
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- 视需要包含事务管理(Transaction management)
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## 输出模板 (Output Template)
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```
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DJANGO 验证报告
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==========================
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阶段 1:环境检查 (Phase 1: Environment Check)
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✓ Python 3.11.5
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✓ 虚拟环境已激活
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✓ 所有环境变量已设置
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||||
阶段 2:代码质量 (Phase 2: Code Quality)
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✓ mypy: 无类型错误
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✗ ruff: 发现 3 个问题(已自动修复)
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✓ black: 无格式化问题
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✓ isort: 导入语句已排序
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✓ manage.py check: 无问题
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阶段 3:数据库迁移 (Phase 3: Migrations)
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✓ 无未应用的迁移
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✓ 无迁移冲突
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✓ 所有模型均有迁移
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阶段 4:测试与覆盖率 (Phase 4: Tests + Coverage)
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测试:247 通过,0 失败,5 跳过
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覆盖率:
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总体:87%
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users: 92%
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products: 89%
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orders: 85%
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payments: 91%
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阶段 5:安全扫描 (Phase 5: Security Scan)
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✗ pip-audit: 发现 2 个漏洞(需要修复)
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✓ safety check: 无问题
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✓ bandit: 无安全问题
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✓ 未检测到密钥
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✓ DEBUG = False
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阶段 6:Django 命令 (Phase 6: Django Commands)
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✓ collectstatic 已完成
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✓ 数据库完整性正常
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✓ 缓存后端可连接
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阶段 7:性能 (Phase 7: Performance)
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✓ 未检测到 N+1 查询
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✓ 数据库索引已配置
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✓ 查询计数在可接受范围内
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阶段 8:静态资源 (Phase 8: Static Assets)
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✓ npm audit: 无漏洞
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✓ 资源构建成功
|
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✓ 静态文件已收集
|
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|
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阶段 9:配置审查 (Phase 9: Configuration)
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✓ DEBUG = False
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✓ SECRET_KEY 已配置
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✓ ALLOWED_HOSTS 已设置
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✓ HTTPS 已启用
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✓ HSTS 已启用
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✓ 数据库已配置
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|
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阶段 10:日志 (Phase 10: Logging)
|
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✓ 日志已配置
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✓ 日志文件可写
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|
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阶段 11:API 文档 (Phase 11: API Documentation)
|
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✓ Schema 已生成
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✓ Swagger UI 可访问
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||||
|
||||
阶段 12:差异审查 (Phase 12: Diff Review)
|
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文件变更:12
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+450, -120 行
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✓ 无调试语句
|
||||
✓ 无硬编码密钥
|
||||
✓ 已包含迁移
|
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|
||||
建议:⚠️ 在部署前修复 pip-audit 漏洞
|
||||
|
||||
后续步骤:
|
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1. 更新有漏洞的依赖项
|
||||
2. 重新运行安全扫描
|
||||
3. 部署到预发布环境进行最终测试
|
||||
```
|
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## 预部署检查清单 (Pre-Deployment Checklist)
|
||||
|
||||
- [ ] 所有测试均通过
|
||||
- [ ] 覆盖率 ≥ 80%
|
||||
- [ ] 无安全漏洞
|
||||
- [ ] 无未应用的迁移
|
||||
- [ ] 生产环境设置中 DEBUG = False
|
||||
- [ ] SECRET_KEY 已正确配置
|
||||
- [ ] ALLOWED_HOSTS 已正确设置
|
||||
- [ ] 数据库备份已启用
|
||||
- [ ] 静态文件已收集并提供服务
|
||||
- [ ] 日志已配置并正常工作
|
||||
- [ ] 错误监控(Sentry 等)已配置
|
||||
- [ ] CDN 已配置(如适用)
|
||||
- [ ] Redis/缓存后端已配置
|
||||
- [ ] Celery worker 正在运行(如适用)
|
||||
- [ ] HTTPS/SSL 已配置
|
||||
- [ ] 环境变量已记录文档
|
||||
|
||||
## 持续集成 (Continuous Integration)
|
||||
|
||||
### GitHub Actions 示例
|
||||
|
||||
```yaml
|
||||
# .github/workflows/django-verification.yml
|
||||
name: Django Verification
|
||||
|
||||
on: [push, pull_request]
|
||||
|
||||
jobs:
|
||||
verify:
|
||||
runs-on: ubuntu-latest
|
||||
services:
|
||||
postgres:
|
||||
image: postgres:14
|
||||
env:
|
||||
POSTGRES_PASSWORD: postgres
|
||||
options: >-
|
||||
--health-cmd pg_isready
|
||||
--health-interval 10s
|
||||
--health-timeout 5s
|
||||
--health-retries 5
|
||||
|
||||
steps:
|
||||
- uses: actions/checkout@v3
|
||||
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v4
|
||||
with:
|
||||
python-version: '3.11'
|
||||
|
||||
- name: Cache pip
|
||||
uses: actions/cache@v3
|
||||
with:
|
||||
path: ~/.cache/pip
|
||||
key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
|
||||
|
||||
- name: Install dependencies
|
||||
run: |
|
||||
pip install -r requirements.txt
|
||||
pip install ruff black mypy pytest pytest-django pytest-cov bandit safety pip-audit
|
||||
|
||||
- name: Code quality checks
|
||||
run: |
|
||||
ruff check .
|
||||
black . --check
|
||||
isort . --check-only
|
||||
mypy .
|
||||
|
||||
- name: Security scan
|
||||
run: |
|
||||
bandit -r . -f json -o bandit-report.json
|
||||
safety check --full-report
|
||||
pip-audit
|
||||
|
||||
- name: Run tests
|
||||
env:
|
||||
DATABASE_URL: postgres://postgres:postgres@localhost:5432/test
|
||||
DJANGO_SECRET_KEY: test-secret-key
|
||||
run: |
|
||||
pytest --cov=apps --cov-report=xml --cov-report=term-missing
|
||||
|
||||
- name: Upload coverage
|
||||
uses: codecov/codecov-action@v3
|
||||
```
|
||||
|
||||
## 快速参考 (Quick Reference)
|
||||
|
||||
| 检查项 | 命令 |
|
||||
|-------|---------|
|
||||
| 环境 (Environment) | `python --version` |
|
||||
| 类型检查 (Type checking) | `mypy .` |
|
||||
| 代码检查 (Linting) | `ruff check .` |
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| 格式化 (Formatting) | `black . --check` |
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| 数据库迁移 (Migrations) | `python manage.py makemigrations --check` |
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| 测试 (Tests) | `pytest --cov=apps` |
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||||
| 安全 (Security) | `pip-audit && bandit -r .` |
|
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| Django 检查 (Django check) | `python manage.py check --deploy` |
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| 收集静态资源 (Collectstatic) | `python manage.py collectstatic --noinput` |
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| 差异统计 (Diff stats) | `git diff --stat` |
|
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|
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记住:自动化验证可以捕捉常见问题,但不能取代手动代码审查和在预发布环境(Staging environment)中的测试。
|
||||
Reference in New Issue
Block a user