Medical Calculator MCP Service

import asyncio import json import sys import os from fastmcp import Client sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) from config import MCP_SERVER_URL async def test_anion_gap_calculator(client): """测试阴离子间隙计算器的各种功能和单位""" def print_header(): print("\n" + "=" * 60) print("阴离子间隙计算器测试套件") print("=" * 60) def print_test_case(i, test_case): print(f"\n测试 {i:2d} | {test_case['name']}") print(f"- {test_case['description']}") print(f"- 输入参数: {test_case['params']}") def print_calculation_result(data): """打印完整的计算结果""" anion_gap_value = data.get("value", "N/A") unit = data.get("unit", "") explanation = data.get("explanation", "") metadata = data.get("metadata", {}) warnings = data.get("warnings", []) # 基本结果 print(f"- 阴离子间隙值: {anion_gap_value} {unit}") # 原始输入值 if metadata: sodium = metadata.get("sodium") chloride = metadata.get("chloride") bicarbonate = metadata.get("bicarbonate") formula = metadata.get("formula", "N/A") if sodium is not None: print(f"- 钠: {sodium} mEq/L") if chloride is not None: print(f"- 氯: {chloride} mEq/L") if bicarbonate is not None: print(f"- 碳酸氢盐: {bicarbonate} mEq/L") if formula: print(f"- 公式: {formula}") # 警告信息 if warnings: for warning in warnings: print(f"- ⚠️ 警告: {warning}") # 详细解释（截取前几行显示） if explanation: print(f"- 解释: {[explanation.strip()[:200]]}...") def print_test_result(i, passed): if passed: status = "✅ 通过" else: status = "❌ 失败" print(f"- 测试结果: {status}") print("-" * 60) def print_summary(total, passed, failed): print(f"\n测试总结:") print(f" 总测试数: {total}") print(f" 通过数: {passed}") print(f" 失败数: {failed}") print(f" 成功率: {(passed/total*100):.1f}%") if failed == 0: print("\n✅ 所有测试都通过了！阴离子间隙计算器工作正常。") else: print(f"\n❌ {failed} 个测试失败，请检查实现。") print("\n测试覆盖范围:") features = [ "标准参数范围测试", "边界值测试", "不同数值精度测试", "参数验证", "错误处理", "公式计算准确性", ] for feature in features: print(f" - {feature}") # Test statistics total_tests = 0 passed_tests = 0 # Test cases based on the data found test_cases = [ { "name": "Standard case 1", "params": {"sodium": 142.0, "chloride": 123.0, "bicarbonate": 2.0}, "expected_valid": True, "expected_result": 17.0, "description": "标准测试用例 (Na: 142, Cl: 123, HCO3: 2)", }, { "name": "Standard case 2", "params": {"sodium": 139.0, "chloride": 100.0, "bicarbonate": 25.0}, "expected_valid": True, "expected_result": 14.0, "description": "标准测试用例 (Na: 139, Cl: 100, HCO3: 25)", }, { "name": "Standard case 3", "params": {"sodium": 135.0, "chloride": 101.0, "bicarbonate": 20.0}, "expected_valid": True, "expected_result": 14.0, "description": "标准测试用例 (Na: 135, Cl: 101, HCO3: 20)", }, { "name": "Low anion gap", "params": {"sodium": 135.0, "chloride": 113.0, "bicarbonate": 20.0}, "expected_valid": True, "expected_result": 2.0, "description": "低阴离子间隙测试 (Na: 135, Cl: 113, HCO3: 20)", }, { "name": "High anion gap", "params": {"sodium": 140.0, "chloride": 102.0, "bicarbonate": 19.0}, "expected_valid": True, "expected_result": 19.0, "description": "高阴离子间隙测试 (Na: 140, Cl: 102, HCO3: 19)", }, { "name": "Very high anion gap", "params": {"sodium": 144.0, "chloride": 95.0, "bicarbonate": 23.0}, "expected_valid": True, "expected_result": 26.0, "description": "极高阴离子间隙测试 (Na: 144, Cl: 95, HCO3: 23)", }, { "name": "Decimal values", "params": {"sodium": 137.0, "chloride": 104.0, "bicarbonate": 17.7}, "expected_valid": True, "expected_result": 15.3, "description": "小数值测试 (Na: 137, Cl: 104, HCO3: 17.7)", }, { "name": "Invalid sodium (too low)", "params": {"sodium": 100.0, "chloride": 100.0, "bicarbonate": 25.0}, "expected_valid": False, "description": "无效钠值（过低）", }, { "name": "Invalid sodium (too high)", "params": {"sodium": 200.0, "chloride": 100.0, "bicarbonate": 25.0}, "expected_valid": False, "description": "无效钠值（过高）", }, { "name": "Invalid chloride (too low)", "params": {"sodium": 140.0, "chloride": 50.0, "bicarbonate": 25.0}, "expected_valid": False, "description": "无效氯值（过低）", }, { "name": "Invalid chloride (too high)", "params": {"sodium": 140.0, "chloride": 150.0, "bicarbonate": 25.0}, "expected_valid": False, "description": "无效氯值（过高）", }, { "name": "Invalid bicarbonate (too low)", "params": {"sodium": 140.0, "chloride": 100.0, "bicarbonate": 1.0}, "expected_valid": False, "description": "无效碳酸氢盐值（过低）", }, { "name": "Invalid bicarbonate (too high)", "params": {"sodium": 140.0, "chloride": 100.0, "bicarbonate": 50.0}, "expected_valid": False, "description": "无效碳酸氢盐值（过高）", }, ] print_header() # Execute test cases for i, test_case in enumerate(test_cases, 1): total_tests += 1 test_passed = True print_test_case(i, test_case) # Calculation test (validation is included in calculate) try: calc_result = await client.call_tool( "calculate", { "calculator_id": 39, "parameters": test_case["params"], }, ) # 使用 structured_content 或 data 属性获取实际数据 calc_data = calc_result.structured_content or calc_result.data or {} if isinstance(calc_data, dict) and calc_data.get("success") and "result" in calc_data: # 成功计算 data = calc_data["result"] print_calculation_result(data) # 检查是否符合预期 if not test_case["expected_valid"]: print("- 错误: 预期失败但计算成功") test_passed = False elif "expected_result" in test_case: # 检查结果是否接近预期值（允许小的浮点误差） actual_value = data.get("value", 0) expected_value = test_case["expected_result"] if abs(actual_value - expected_value) > 0.1: print(f"- 错误: 预期结果 {expected_value}，实际结果 {actual_value}") test_passed = False else: # 计算失败（可能是参数验证失败） error_msg = calc_data.get("error", "未知错误") if isinstance(calc_data, dict) else str(calc_data) print(f"- 计算失败: {error_msg}") # 检查是否符合预期 if test_case["expected_valid"]: print("- 错误: 预期成功但计算失败") test_passed = False except Exception as e: print(f"- 计算错误: {e}") # 检查是否符合预期 if test_case["expected_valid"]: test_passed = False # Update statistics if test_passed: passed_tests += 1 print_test_result(i, test_passed) print_summary(total_tests, passed_tests, total_tests - passed_tests) return passed_tests, total_tests - passed_tests async def main(): def print_header(): print("阴离子间隙计算器 MCP 测试") print("=" * 60) def print_connection_status(success, error=None): if success: print("✅ 成功连接到 MCP 服务器") else: print(f"❌ 连接失败: {error}") def print_overall_results(total_passed, total_failed): total_tests = total_passed + total_failed if total_tests == 0: return print("\n" + "=" * 60) print("阴离子间隙计算器测试结果") print("=" * 60) print(f"总测试数: {total_tests}") print(f"通过数: {total_passed}") print(f"失败数: {total_failed}") print(f"成功率: {(total_passed/total_tests*100):.1f}%") if total_failed == 0: print("\n✅ 阴离子间隙计算器所有测试都通过了！") else: print(f"\n❌ {total_failed} 个测试失败，请检查阴离子间隙计算器实现。") print_header() try: async with Client(MCP_SERVER_URL) as client: print_connection_status(True) passed, failed = await test_anion_gap_calculator(client) print_overall_results(passed, failed) except Exception as e: print_connection_status(False, str(e)) import traceback traceback.print_exc() return print("\n" + "=" * 60) print("✅ 阴离子间隙计算器测试完成") if __name__ == "__main__": asyncio.run(main())