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algorithm/tests/run_tests.py
2026-02-08 14:42:58 +08:00

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"""
智能算法展示平台 - 测试运行脚本
此脚本用于运行各种类型的测试,包括单元测试、集成测试和端到端测试。
"""
import os
import sys
import subprocess
import argparse
import unittest
import time
from pathlib import Path
def run_unit_tests():
"""运行单元测试"""
print("🚀 开始运行单元测试...")
# 查找所有测试文件
test_dir = Path(__file__).parent
backend_dir = test_dir.parent / "backend"
# 运行Python单元测试
try:
result = subprocess.run([
sys.executable, "-m", "unittest", "discover",
str(backend_dir), "-p", "*_test.py", "-v"
], cwd=str(test_dir.parent), capture_output=True, text=True)
print("单元测试输出:")
print(result.stdout)
if result.stderr:
print("单元测试错误:")
print(result.stderr)
return result.returncode == 0
except Exception as e:
print(f"运行单元测试时出错: {e}")
return False
def run_integration_tests():
"""运行集成测试"""
print("⚙️ 开始运行集成测试...")
test_file = Path(__file__).parent / "integration_tests.py"
if not test_file.exists():
print("⚠️ 集成测试文件不存在,跳过...")
return True
try:
result = subprocess.run([
sys.executable, str(test_file)
], cwd=str(test_file.parent), capture_output=True, text=True)
print("集成测试输出:")
print(result.stdout)
if result.stderr:
print("集成测试错误:")
print(result.stderr)
return result.returncode == 0
except Exception as e:
print(f"运行集成测试时出错: {e}")
return False
def run_e2e_tests():
"""运行端到端测试"""
print("🌐 开始运行端到端测试...")
# 检查服务是否运行
import requests
from integration_test_config import get_test_config
config = get_test_config()
health_url = config.get_api_url("/monitoring/health")
try:
response = requests.get(health_url, headers=config.get_auth_headers(), timeout=10)
if response.status_code == 200:
print("✅ 服务正在运行,可以执行端到端测试")
# 这里可以添加实际的端到端测试逻辑
print("正在进行端到端测试...")
# 示例测试API的基本功能
algorithms_url = config.get_api_url("/algorithms")
response = requests.get(algorithms_url, headers=config.get_auth_headers())
if response.status_code == 200:
print("✅ 端到端测试 - 算法API访问正常")
return True
else:
print(f"❌ 端到端测试失败 - 状态码: {response.status_code}")
return False
else:
print("⚠️ 服务未运行,跳过端到端测试")
return True # 不将此视为失败,因为可能是预期的
except requests.exceptions.ConnectionError:
print("⚠️ 无法连接到服务,跳过端到端测试")
return True # 不将此视为失败
except Exception as e:
print(f"运行端到端测试时出错: {e}")
return False
def run_load_tests():
"""运行负载测试"""
print("📈 开始运行负载测试...")
# 这里可以集成如locust等负载测试工具
print("负载测试通常需要单独的工具如Locust或JMeter")
print("当前环境跳过负载测试...")
return True
def generate_test_report(results):
"""生成测试报告"""
print("\n" + "="*60)
print("📊 测试报告")
print("="*60)
total_tests = len(results)
passed_tests = sum(1 for result in results.values() if result)
failed_tests = total_tests - passed_tests
print(f"总测试类别: {total_tests}")
print(f"通过: {passed_tests}")
print(f"失败: {failed_tests}")
for test_name, result in results.items():
status = "✅ PASS" if result else "❌ FAIL"
print(f"- {test_name}: {status}")
print("="*60)
if failed_tests == 0:
print("🎉 所有测试都通过了!")
return True
else:
print(f"⚠️ 有 {failed_tests} 个测试类别失败")
return False
def main():
parser = argparse.ArgumentParser(description='运行智能算法展示平台测试')
parser.add_argument('--unit', action='store_true', help='运行单元测试')
parser.add_argument('--integration', action='store_true', help='运行集成测试')
parser.add_argument('--e2e', action='store_true', help='运行端到端测试')
parser.add_argument('--load', action='store_true', help='运行负载测试')
parser.add_argument('--all', action='store_true', help='运行所有测试')
parser.add_argument('--verbose', '-v', action='store_true', help='详细输出')
args = parser.parse_args()
# 如果没有指定任何测试类型,则运行所有测试
if not any([args.unit, args.integration, args.e2e, args.load, args.all]):
args.all = True
print("🧪 智能算法展示平台测试运行器")
print("-" * 40)
results = {}
# 根据参数决定运行哪些测试
test_functions = []
if args.all or args.unit:
test_functions.append(("单元测试", run_unit_tests))
if args.all or args.integration:
test_functions.append(("集成测试", run_integration_tests))
if args.all or args.e2e:
test_functions.append(("端到端测试", run_e2e_tests))
if args.all or args.load:
test_functions.append(("负载测试", run_load_tests))
# 运行测试
for test_name, test_func in test_functions:
print(f"\n{'='*20} {test_name} {'='*20}")
start_time = time.time()
try:
result = test_func()
elapsed_time = time.time() - start_time
results[test_name] = result
status = "✅ 通过" if result else "❌ 失败"
print(f"\n{test_name}结果: {status} (耗时: {elapsed_time:.2f}秒)")
except KeyboardInterrupt:
print("\n⚠️ 测试被用户中断")
results[test_name] = False
break
except Exception as e:
print(f"\n{test_name}执行时发生错误: {e}")
results[test_name] = False
# 生成报告
all_passed = generate_test_report(results)
# 设置退出码
sys.exit(0 if all_passed else 1)
if __name__ == "__main__":
main()