chore: update project structure for new workspace layout
This commit is contained in:
cfdaily
@@ -0,0 +1,409 @@
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#!/usr/bin/env python3
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# 数据适配器测试工具 - 赵云数据工程工具
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# 用于测试和验证数据转换适配器
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import sys
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import os
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import json
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import time
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import logging
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from datetime import datetime
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from typing import Dict, List, Any, Optional
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# 添加项目路径
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sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))))
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class DataAdapterTester:
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"""数据适配器测试工具"""
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def __init__(self, config_file: str = None):
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"""初始化测试工具
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Args:
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config_file: 配置文件路径
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"""
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# 配置日志
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logging.basicConfig(
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level=logging.INFO,
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format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
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)
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self.logger = logging.getLogger(__name__)
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# 加载配置
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self.config = self._load_config(config_file)
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# 测试结果存储
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self.results = {
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'timestamp': datetime.now().isoformat(),
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'tests': [],
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'summary': {
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'total': 0,
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'passed': 0,
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'failed': 0,
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'error': 0
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}
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}
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def _load_config(self, config_file: str) -> Dict:
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"""加载配置文件
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Args:
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config_file: 配置文件路径
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Returns:
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Dict: 配置信息
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"""
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default_config = {
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'test_cases': [],
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'data_sources': {
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'jq_articles': './data/processed/jq_essence_articles/articles',
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'akshare_data': './data/raw/akshare'
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},
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'validation_rules': {
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'completeness': True,
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'consistency': True,
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'accuracy': True,
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'timeliness': True
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}
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}
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if config_file and os.path.exists(config_file):
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try:
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with open(config_file, 'r', encoding='utf-8') as f:
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user_config = json.load(f)
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default_config.update(user_config)
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except Exception as e:
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self.logger.error(f"加载配置文件失败 {config_file}: {e}")
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return default_config
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def test_akshare_vnpy_adapter(self) -> Dict:
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"""测试AKShare到vnPy的适配器
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Returns:
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Dict: 测试结果
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"""
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test_name = "akshare_vnpy_adapter_test"
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self.logger.info(f"开始测试: {test_name}")
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test_result = {
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'name': test_name,
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'start_time': datetime.now().isoformat(),
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'status': 'pending',
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'errors': [],
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'warnings': [],
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'passed_tests': [],
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'failed_tests': []
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}
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try:
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# 尝试导入适配器
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try:
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import akshare_vnpy_adapter
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test_result['passed_tests'].append("模块导入成功")
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self.logger.info("AKShare-vnPy适配器导入成功")
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except ImportError as e:
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test_result['errors'].append(f"模块导入失败: {e}")
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test_result['status'] = 'failed'
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return test_result
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# 检查适配器类
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if hasattr(akshare_vnpy_adapter, 'AKShareDataAdapter'):
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test_result['passed_tests'].append("适配器类存在")
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# 测试数据获取方法
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adapter = akshare_vnpy_adapter.AKShareDataAdapter()
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# 测试股票数据获取
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try:
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# 这里可以根据实际情况调用方法
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# 示例：test_stock_data = adapter.get_stock_daily('000001')
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test_result['passed_tests'].append("适配器实例化成功")
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except Exception as e:
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test_result['errors'].append(f"适配器方法调用失败: {e}")
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test_result['status'] = 'failed'
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else:
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test_result['errors'].append("适配器类不存在")
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test_result['status'] = 'failed'
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# 更新测试状态
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if not test_result['errors']:
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test_result['status'] = 'passed'
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test_result['passed_tests'].append("所有测试通过")
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except Exception as e:
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test_result['status'] = 'error'
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test_result['errors'].append(f"测试执行异常: {e}")
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self.logger.error(f"测试执行异常: {e}")
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test_result['end_time'] = datetime.now().isoformat()
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self.results['tests'].append(test_result)
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# 更新统计信息
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self.results['summary']['total'] += 1
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if test_result['status'] == 'passed':
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self.results['summary']['passed'] += 1
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elif test_result['status'] == 'failed':
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self.results['summary']['failed'] += 1
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else:
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self.results['summary']['error'] += 1
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self.logger.info(f"测试完成: {test_name} - 状态: {test_result['status']}")
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return test_result
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def test_data_completeness(self, data_path: str, required_fields: List[str]) -> Dict:
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"""测试数据完整性
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Args:
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data_path: 数据文件路径
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required_fields: 必需字段列表
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Returns:
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Dict: 测试结果
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"""
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test_name = "data_completeness_test"
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self.logger.info(f"开始测试: {test_name} - 数据: {data_path}")
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test_result = {
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'name': test_name,
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'data_path': data_path,
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'start_time': datetime.now().isoformat(),
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'status': 'pending',
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'errors': [],
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'warnings': [],
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'missing_fields': [],
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'total_fields': 0
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}
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try:
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# 加载数据
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if not os.path.exists(data_path):
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test_result['errors'].append(f"数据文件不存在: {data_path}")
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test_result['status'] = 'failed'
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return test_result
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with open(data_path, 'r', encoding='utf-8') as f:
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data = json.load(f)
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# 检查必需字段
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missing_fields = []
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for field in required_fields:
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if field not in data:
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missing_fields.append(field)
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test_result['missing_fields'] = missing_fields
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test_result['total_fields'] = len(data.keys())
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if missing_fields:
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test_result['errors'].append(f"缺失必需字段: {missing_fields}")
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test_result['status'] = 'failed'
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else:
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test_result['passed_tests'] = [f"所有必需字段完整: {required_fields}"]
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test_result['status'] = 'passed'
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except Exception as e:
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test_result['status'] = 'error'
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test_result['errors'].append(f"测试执行异常: {e}")
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self.logger.error(f"完整性测试异常: {e}")
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test_result['end_time'] = datetime.datetime.now().isoformat()
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self.results['tests'].append(test_result)
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# 更新统计信息
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self.results['summary']['total'] += 1
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if test_result['status'] == 'passed':
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self.results['summary']['passed'] += 1
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elif test_result['status'] == 'failed':
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self.results['summary']['failed'] += 1
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else:
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self.results['summary']['error'] += 1
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return test_result
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def test_data_consistency(self, data_path: str, expected_schema: Dict) -> Dict:
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"""测试数据一致性
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Args:
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data_path: 数据文件路径
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expected_schema: 期望的数据模式
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Returns:
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Dict: 测试结果
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"""
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test_name = "data_consistency_test"
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self.logger.info(f"开始测试: {test_name} - 数据: {data_path}")
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test_result = {
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'name': test_name,
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'data_path': data_path,
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'start_time': datetime.now().isoformat(),
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'status': 'pending',
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'errors': [],
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'warnings': [],
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'inconsistent_fields': []
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}
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try:
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# 加载数据
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if not os.path.exists(data_path):
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test_result['errors'].append(f"数据文件不存在: {data_path}")
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test_result['status'] = 'failed'
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return test_result
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with open(data_path, 'r', encoding='utf-8') as f:
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data = json.load(f)
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# 检查数据类型一致性
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inconsistent_fields = []
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for field, expected_type in expected_schema.items():
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if field in data:
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actual_type = type(data[field]).__name__
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if actual_type != expected_type:
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inconsistent_fields.append({
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'field': field,
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'expected': expected_type,
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'actual': actual_type
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})
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test_result['inconsistent_fields'] = inconsistent_fields
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if inconsistent_fields:
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test_result['errors'].append(f"字段类型不一致: {inconsistent_fields}")
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test_result['status'] = 'failed'
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else:
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test_result['passed_tests'] = ["所有字段类型一致"]
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test_result['status'] = 'passed'
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except Exception as e:
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test_result['status'] = 'error'
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test_result['errors'].append(f"测试执行异常: {e}")
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self.logger.error(f"一致性测试异常: {e}")
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test_result['end_time'] = datetime.datetime.now().isoformat()
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self.results['tests'].append(test_result)
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# 更新统计信息
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self.results['summary']['total'] += 1
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if test_result['status'] == 'passed':
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self.results['summary']['passed'] += 1
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elif test_result['status'] == 'failed':
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self.results['summary']['failed'] += 1
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else:
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self.results['summary']['error'] += 1
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return test_result
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def run_all_tests(self) -> Dict:
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"""运行所有测试
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Returns:
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Dict: 所有测试结果
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"""
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self.logger.info("开始运行所有测试")
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# 运行适配器测试
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self.test_akshare_vnpy_adapter()
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# 如果有配置文件中的测试用例
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for test_case in self.config.get('test_cases', []):
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test_type = test_case.get('type')
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data_path = test_case.get('data_path')
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if test_type == 'completeness' and 'required_fields' in test_case:
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self.test_data_completeness(data_path, test_case['required_fields'])
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elif test_type == 'consistency' and 'expected_schema' in test_case:
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self.test_data_consistency(data_path, test_case['expected_schema'])
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# 生成测试报告
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report = self.generate_test_report()
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self.logger.info(f"所有测试完成 - 通过: {report['summary']['passed']}, "
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f"失败: {report['summary']['failed']}, "
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f"错误: {report['summary']['error']}")
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return report
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def generate_test_report(self) -> Dict:
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"""生成测试报告
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Returns:
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Dict: 测试报告
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"""
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# 计算测试统计
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total_tests = len(self.results['tests'])
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passed_tests = len([t for t in self.results['tests'] if t['status'] == 'passed'])
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failed_tests = len([t for t in self.results['tests'] if t['status'] == 'failed'])
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error_tests = len([t for t in self.results['tests'] if t['status'] == 'error'])
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# 更新摘要信息
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self.results['summary'] = {
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'total': total_tests,
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'passed': passed_tests,
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'failed': failed_tests,
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'error': error_tests,
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'pass_rate': f"{(passed_tests/total_tests*100):.1f}%" if total_tests > 0 else "0%"
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}
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# 保存测试报告
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report_path = './data/running_data/test_report.json'
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os.makedirs(os.path.dirname(report_path), exist_ok=True)
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with open(report_path, 'w', encoding='utf-8') as f:
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json.dump(self.results, f, ensure_ascii=False, indent=2)
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self.logger.info(f"测试报告已保存: {report_path}")
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return self.results
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def save_results(self, output_path: str = None) -> str:
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"""保存测试结果
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Args:
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output_path: 输出路径
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Returns:
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str: 保存的文件路径
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"""
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if output_path is None:
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timestamp = datetime.now().strftime('%Y%m%d_%H%M%S')
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output_path = f'./data/running_data/test_results_{timestamp}.json'
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os.makedirs(os.path.dirname(output_path), exist_ok=True)
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with open(output_path, 'w', encoding='utf-8') as f:
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json.dump(self.results, f, ensure_ascii=False, indent=2)
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self.logger.info(f"测试结果已保存: {output_path}")
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return output_path
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def main():
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"""主函数"""
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tester = DataAdapterTester()
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# 运行所有测试
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report = tester.run_all_tests()
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# 打印测试摘要
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summary = report['summary']
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print(f"\n=== 测试摘要 ===")
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print(f"总测试数: {summary['total']}")
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print(f"通过: {summary['passed']}")
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print(f"失败: {summary['failed']}")
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print(f"错误: {summary['error']}")
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print(f"通过率: {summary['pass_rate']}")
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# 保存详细结果
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results_path = tester.save_results()
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print(f"\n详细结果已保存至: {results_path}")
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# 返回测试状态
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if summary['failed'] > 0 or summary['error'] > 0:
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return 1
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else:
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return 0
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if __name__ == "__main__":
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exit_code = main()
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sys.exit(exit_code)
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Reference in New Issue
Block a user