llm 通过json列表判断
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from typing import Dict, Any, List, Optional
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from ddms_compliance_suite.test_framework_core import BaseAPITestCase, ValidationResult, APIResponseContext, APIRequestContext, TestSeverity
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class ResponseSchemaFormatCheck(BaseAPITestCase):
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"""
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检查API响应的schema格式是否符合{"code":int or number or string,"message":"","data": any}的标准格式
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"""
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id = "TC-DMS-CORE-SCHEMA-001"
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name = "DMS核心存储服务API响应格式检查"
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description = "验证API响应的schema是否符合标准格式:{'code':int or number or string, 'message':string, 'data': any}"
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severity = TestSeverity.HIGH
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tags = ["schema", "format", "dms-core", "response"]
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def __init__(self, endpoint_spec: Dict[str, Any], global_api_spec: Dict[str, Any], json_schema_validator: Optional[Any] = None, llm_service: Optional[Any] = None):
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super().__init__(endpoint_spec, global_api_spec, json_schema_validator, llm_service=llm_service)
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def validate_response(self, response_context: APIResponseContext, request_context: APIRequestContext) -> List[ValidationResult]:
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"""
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仅验证API响应schema的格式,不验证实际响应
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"""
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results = []
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# 获取规范中的响应schema
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status_codes_to_check = ["200", "201", "default"]
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for status_code in status_codes_to_check:
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response_schema = self._get_response_schema_for_status(status_code)
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if response_schema:
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validation_results = self._validate_response_schema_format(response_schema, status_code)
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results.extend(validation_results)
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# 找到一个有效的响应schema后就不再继续检查
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break
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# 如果没有找到任何响应schema,记录为失败
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if not results:
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results.append(self.failed(
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message="无法找到API响应的schema定义,无法验证响应格式。",
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details={"endpoint": self.endpoint_spec.get("path", "未知")}
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))
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return results
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def _get_response_schema_for_status(self, status_code: str) -> Optional[Dict[str, Any]]:
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"""获取指定状态码的响应schema"""
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responses = self.endpoint_spec.get("responses", {})
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if status_code not in responses:
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return None
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response_spec = responses[status_code]
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return self._get_resolved_response_schema(response_spec, status_code)
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def _validate_response_schema_format(self, schema: Dict[str, Any], status_code: str) -> List[ValidationResult]:
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"""验证响应schema是否符合标准格式"""
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results = []
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# 如果schema为空,则记录为失败
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if not schema or not isinstance(schema, dict):
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results.append(self.failed(
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message=f"响应schema不是有效的对象: {schema}",
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details={"status_code": status_code}
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))
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return results
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# 解析schema,确保它是一个已解析的schema
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schema = self._get_resolved_schema(schema)
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# 检查schema是否有properties
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if "properties" not in schema:
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results.append(self.failed(
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message=f"响应schema中缺少'properties'定义",
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details={"status_code": status_code, "schema": schema}
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))
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return results
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properties = schema.get("properties", {})
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required_fields = schema.get("required", [])
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# 检查必须的字段: code, message, data
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expected_fields = ["code", "message", "data"]
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missing_fields = [field for field in expected_fields if field not in properties]
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if missing_fields:
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results.append(self.failed(
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message=f"响应schema中缺少必要字段: {', '.join(missing_fields)}",
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details={
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"status_code": status_code,
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"available_fields": list(properties.keys()),
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"missing_fields": missing_fields
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}
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))
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else:
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# 检查字段类型
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type_errors = []
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# 检查code字段类型
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code_schema = properties.get("code", {})
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if not( code_schema.get("type") == "integer" or code_schema.get("type") == "number" or code_schema.get("type") == "string"):
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type_errors.append(f"'code'字段应为integer类型,实际为{code_schema.get('type')}")
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# 检查message字段类型
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message_schema = properties.get("message", {})
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if message_schema.get("type") != "string":
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type_errors.append(f"'message'字段应为string类型,实际为{message_schema.get('type')}")
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# # 检查data字段类型
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data_schema = properties.get("data", {})
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# if data_schema.get("type") != "object" and data_schema.get("type") is not None:
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# type_errors.append(f"'data'字段应为object类型,实际为{data_schema.get('type')}")
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if type_errors:
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results.append(self.failed(
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message=f"响应schema中字段类型不符合要求: {'; '.join(type_errors)}",
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details={
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"status_code": status_code,
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"code_schema": code_schema,
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"message_schema": message_schema,
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"data_schema": data_schema
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}
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))
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# 检查必填字段
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for field in expected_fields:
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if field not in required_fields:
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results.append(ValidationResult(
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passed=True, # 作为警告而非错误
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message=f"字段'{field}'在schema中未标记为必填(required)",
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details={"status_code": status_code, "required_fields": required_fields}
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))
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# 如果没有错误,则记录为通过
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if not any(not result.passed for result in results):
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results.append(self.passed(
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message="响应schema符合标准格式: {'code':int or number or string, 'message':string, 'data': any}",
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details={"status_code": status_code}
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))
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return results
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import re
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from typing import Dict, Any, List, Optional
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from ddms_compliance_suite.test_framework_core import BaseAPITestCase, ValidationResult, APIResponseContext, APIRequestContext, TestSeverity
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class URLVersionCheckCase(BaseAPITestCase):
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"""
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检查API URL是否包含版本号(如v1, api/v2, v3.0等)并以/api开头
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"""
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id = "TC-DMS-URL-VERSION-001"
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name = "DMS API URL版本号检查"
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description = "检查API URL是否包含标准格式的版本号,支持的格式包括:v1, api/v2, v3.0, version/1, 1.0等,并且路径需要以/api开头"
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severity = TestSeverity.MEDIUM
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tags = ["url", "version", "dms-core", "api-design"]
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# 这个测试用例不需要发送实际请求
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skip_execution = True
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def __init__(self, endpoint_spec: Dict[str, Any], global_api_spec: Dict[str, Any], json_schema_validator: Optional[Any] = None, llm_service: Optional[Any] = None):
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super().__init__(endpoint_spec, global_api_spec, json_schema_validator, llm_service=llm_service)
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def validate_response(self, response_context: APIResponseContext, request_context: APIRequestContext) -> List[ValidationResult]:
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"""
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检查API URL是否以/api开头并包含版本号
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"""
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results = []
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# 获取API路径
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path = self.endpoint_spec.get('path', '')
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if not path:
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results.append(self.failed(
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message="无法获取API路径",
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details={"endpoint_spec_keys": list(self.endpoint_spec.keys())}
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))
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return results
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# 检查是否是系统级API(可能不需要遵循标准路径格式)
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is_system_api = re.match(r'^/(health|ping|status|metrics|system)(/|$)', path)
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# 1. 检查路径是否以/api开头
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starts_with_api = path.startswith('/api/')
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if not starts_with_api and not is_system_api:
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results.append(self.failed(
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message=f"API路径 '{path}' 不是以'/api/'开头",
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details={"full_path": path, "requirement": "路径必须以'/api/'开头"}
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))
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elif starts_with_api:
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results.append(self.passed(
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message=f"API路径 '{path}' 正确以'/api/'开头",
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details={"full_path": path}
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))
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# 2. 检查路径中是否包含版本号
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version_patterns = [
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# 标准版本格式: /v1/, /v2/, /v3/ 等
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r'/v\d+/',
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# 带小数点的版本: /v1.0/, /v2.1/ 等
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r'/v\d+\.\d+/',
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# 使用 'version' 单词: /version/1/, /version/2/ 等
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r'/version/\d+/',
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# API前缀版本: /api/v1/, /api/v2/ 等
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r'/api/v\d+/',
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# 直接数字版本: /1/, /2/ (仅在特定位置)
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r'/api/\d+/',
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# 特殊格式: 如 /v1-beta/, /v2-alpha/ 等
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r'/v\d+[\-_](alpha|beta|rc\d*)/',
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# 年份版本: /2023/, /2024/ 等 (仅在特定位置)
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r'/20\d{2}/',
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]
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# 检查是否包含版本号
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matched_pattern = None
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version_str = None
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for pattern in version_patterns:
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match = re.search(pattern, path)
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if match:
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matched_pattern = pattern
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version_str = match.group(0).strip('/')
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break
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if matched_pattern and version_str:
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results.append(self.passed(
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message=f"API路径 '{path}' 包含版本标识: '{version_str}'",
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details={
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"pattern_matched": matched_pattern,
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"version_string": version_str,
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"full_path": path
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}
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))
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else:
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# 特殊情况:检查是否是根API或系统级API(可能不需要版本号)
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if is_system_api:
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results.append(self.passed(
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message=f"API路径 '{path}' 是系统级API,不需要版本号",
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details={"full_path": path, "api_type": "system"}
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))
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else:
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results.append(self.failed(
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message=f"API路径 '{path}' 不包含任何已知格式的版本标识",
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details={
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"full_path": path,
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"supported_patterns": [p.replace('\\d+', 'N').replace('\\d{2}', 'NN') for p in version_patterns]
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}
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))
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# 提供改进建议
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# 确保建议路径始终以/api开头并包含版本号
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base_path_parts = path.split('/')
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base_path_parts = [p for p in base_path_parts if p] # 移除空字符串
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if not starts_with_api:
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# 如果不是以/api开头,建议路径应该是/api/v1/原始路径
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suggested_path = f"/api/v1/{'/'.join(base_path_parts)}"
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else:
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# 如果已经以/api开头但缺少版本号,插入v1在api之后
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suggested_path = "/api/v1"
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if len(base_path_parts) > 1: # 有api后面的部分
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suggested_path += f"/{'/'.join(base_path_parts[1:])}"
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results.append(ValidationResult(
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passed=False,
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message=f"建议将路径修改为符合规范的格式,例如: '{suggested_path}'",
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details={"original_path": path, "suggested_path": suggested_path}
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))
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return results
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@@ -71,9 +71,4 @@ class TimeFormatCheckTestCase(BaseAPITestCase):
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if 'properties' in prop_spec or 'allOf' in prop_spec or 'oneOf' in prop_spec or 'anyOf' in prop_spec:
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self._check_schema_properties(prop_spec, results, current_path)
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elif prop_spec.get('type') == 'array' and 'items' in prop_spec:
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self._check_schema_properties(self._get_resolved_schema(prop_spec['items']), results, f"{current_path}[]")
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def _get_resolved_schema(self, schema_or_ref):
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if '$ref' in schema_or_ref:
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return schema_utils.util_resolve_ref(schema_or_ref['$ref'], self.global_api_spec)
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return schema_or_ref
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self._check_schema_properties(self._get_resolved_schema(prop_spec['items']), results, f"{current_path}[]")
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from ddms_compliance_suite.test_framework_core import BaseAPITestCase, ValidationResult, APIResponseContext, APIRequestContext, TestSeverity
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from typing import Dict, Any, List, Optional
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import re
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class PaginationParamsCheckTestCase(BaseAPITestCase):
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"""
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检查API请求中是否包含标准分页参数:pageNo、pageSize和isSearchCount
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只有名称含有"查询"一类,并且不含有"详情"一类的API才应用这个验证
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"""
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id = "TC-DMS-PAGINATION-001"
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name = "分页参数检查"
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description = "检查API请求参数中是否包含标准分页参数:pageNo、pageSize和isSearchCount。只有名称含有'查询'、'列表'等并且不含有'详情'一类的API才应用此验证。"
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severity = TestSeverity.MEDIUM
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tags = ["pagination", "params", "backend-guide"]
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# 这个测试用例不需要发送实际请求
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skip_execution = True
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def __init__(self, endpoint_spec: Dict[str, Any], global_api_spec: Dict[str, Any], json_schema_validator: Optional[Any] = None, llm_service: Optional[Any] = None):
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super().__init__(endpoint_spec, global_api_spec, json_schema_validator, llm_service=llm_service)
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# 定义需要验证的API名称关键词
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self.include_keywords = ["查询", "列表", "分页", "page", "list", "query", "search", "find"]
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# 定义排除的API名称关键词
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self.exclude_keywords = ["详情", "明细", "detail", "info", "get", "查看"]
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def validate_response(self, response_context: APIResponseContext, request_context: APIRequestContext) -> List[ValidationResult]:
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"""
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检查API请求中是否包含标准分页参数
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"""
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results = []
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# 获取API路径和方法
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path = self.endpoint_spec.get('path', '')
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method = self.endpoint_spec.get('method', '').lower()
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# 获取API的摘要和描述信息
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summary = self.endpoint_spec.get('summary', '')
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description = self.endpoint_spec.get('description', '')
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operation_id = self.endpoint_spec.get('operationId', '')
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# 组合所有可能包含API名称或功能描述的字段
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api_description_text = f"{summary} {description} {operation_id} {path}".lower()
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# 检查是否包含需要验证的关键词,且不包含排除的关键词
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contains_include_keyword = any(keyword.lower() in api_description_text for keyword in self.include_keywords)
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contains_exclude_keyword = any(keyword.lower() in api_description_text for keyword in self.exclude_keywords)
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# 如果不满足准入规则,直接返回通过
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if not contains_include_keyword or contains_exclude_keyword:
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results.append(self.passed(
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message=f"跳过检查:API不符合分页参数检查的准入规则(需包含'查询'/'列表'等关键词,且不包含'详情'等关键词)",
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details={
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"path": path,
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"method": method.upper(),
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"summary": summary,
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"contains_include_keyword": contains_include_keyword,
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"contains_exclude_keyword": contains_exclude_keyword
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}
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))
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return results
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# 如果是GET请求或可能返回列表的请求,才进行检查
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if method not in ['get', 'post']:
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results.append(self.passed(
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message=f"跳过检查:{method.upper()} 方法,不适用于分页参数检查"
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))
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return results
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# 初始化检查结果
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found_page_no = False
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found_page_size = False
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found_is_search_count = False
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# 检查查询参数
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parameters = self.endpoint_spec.get('parameters', [])
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for param in parameters:
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param_name = param.get('name', '')
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param_in = param.get('in', '')
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if param_in == 'query':
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if param_name == 'pageNo':
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found_page_no = True
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elif param_name == 'pageSize':
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found_page_size = True
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elif param_name == 'isSearchCount':
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found_is_search_count = True
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# 检查请求体(如果是POST请求)
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if method == 'post':
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request_body = self.endpoint_spec.get('requestBody', {})
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content = request_body.get('content', {})
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for media_type, media_content in content.items():
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if 'schema' in media_content:
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schema = self._get_resolved_schema(media_content['schema'])
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if 'properties' in schema:
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properties = schema['properties']
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# 检查请求体属性
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if 'pageNo' in properties:
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found_page_no = True
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if 'pageSize' in properties:
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found_page_size = True
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if 'isSearchCount' in properties:
|
||||
found_is_search_count = True
|
||||
|
||||
# 汇总检查结果
|
||||
if found_page_no and found_page_size and found_is_search_count:
|
||||
results.append(self.passed(
|
||||
message=f"API请求包含所有标准分页参数:pageNo、pageSize和isSearchCount",
|
||||
details={"path": path, "method": method.upper()}
|
||||
))
|
||||
else:
|
||||
# 计算缺失的参数
|
||||
missing_params = []
|
||||
if not found_page_no:
|
||||
missing_params.append("pageNo")
|
||||
if not found_page_size:
|
||||
missing_params.append("pageSize")
|
||||
if not found_is_search_count:
|
||||
missing_params.append("isSearchCount")
|
||||
|
||||
if missing_params:
|
||||
results.append(self.failed(
|
||||
message=f"API请求缺少标准分页参数:{', '.join(missing_params)}",
|
||||
details={
|
||||
"path": path,
|
||||
"method": method.upper(),
|
||||
"missing_params": missing_params,
|
||||
"found_params": {
|
||||
"pageNo": found_page_no,
|
||||
"pageSize": found_page_size,
|
||||
"isSearchCount": found_is_search_count
|
||||
}
|
||||
}
|
||||
))
|
||||
|
||||
return results
|
||||
Reference in New Issue
Block a user