pip install openaipip install pytestpip install requests

import threadingimport time
def perform_load_test(url, headers, data, num_requests):def send_request():response = requests.post(url, json=data, headers=headers)print(response.status_code, response.json())
threads = []for _ in range(num_requests):thread = threading.Thread(target=send_request)threads.append(thread)thread.start()
for thread in threads:thread.join()
# 示例负载测试url = f"{BASE_URL}/order"headers = {"Authorization": "Bearer VALID_USER_TOKEN"}data = {"cart_id": 1, "payment_method": "credit_card"}
# 模拟100个并发请求perform_load_test(url, headers, data, num_requests=100)

pip install locust

from locust import HttpUser, task, between
class EcommerceUser(HttpUser):wait_time = between(1, 2.5)
@taskdef login(self):self.client.post("/api/login", json={"email": "testuser@example.com", "password": "password123"})
@taskdef search_product(self):self.client.get("/api/search?query=laptop")
@taskdef add_to_cart(self):self.client.post("/api/cart", json={"product_id": 1, "quantity": 1}, headers={"Authorization": "Bearer VALID_USER_TOKEN"})
@taskdef place_order(self):        self.client.post("/api/order", json={"cart_id": 1, "payment_method": "credit_card"}, headers={"Authorization": "Bearer VALID_USER_TOKEN"})

locust -f locustfile.py --host=http://example.com

import openai
def analyze_test_results_detailed(results):prompt = f"""Analyze the following test results in detail, provide a summary report including the number of successful tests, failures, performance metrics, and any recommendations for improvement:
{results}"""response = openai.Completion.create(engine="text-davinci-003",prompt=prompt,max_tokens=1000)return response.choices[0].text.strip()
# 示例测试结果（假设我们从文件读取）with open('results.txt', 'r') as file:test_results = file.read()
# 分析测试结果detailed_report = analyze_test_results_detailed(test_results)print(detailed_report)
# 将报告写入文件with open('detailed_report.txt', 'w') as file:    file.write(detailed_report)

test_cases:- name: test_user_registrationendpoint: "/api/register"method: "POST"data:username: "testuser"email: "testuser@example.com"password: "password123"expected_status: 201expected_response:message: "User registered successfully."
- name: test_user_loginendpoint: "/api/login"method: "POST"data:email: "testuser@example.com"password: "password123"expected_status: 200expected_response_contains: ["token"]
- name: test_product_searchendpoint: "/api/search"method: "GET"params:query: "laptop"expected_status: 200expected_response_contains: ["products"]
  # 更多测试用例...

import yamlimport requests
# 读取测试用例配置文件with open('test_cases.yaml', 'r') as file:test_cases = yaml.safe_load(file)
# 动态生成测试函数for case in test_cases['test_cases']:def test_function():if case['method'] == 'POST':response = requests.post(f"http://example.com{case['endpoint']}", json=case.get('data', {}))elif case['method'] == 'GET':response = requests.get(f"http://example.com{case['endpoint']}", params=case.get('params', {}))assert response.status_code == case['expected_status']if 'expected_response' in case:assert response.json() == case['expected_response']if 'expected_response_contains' in case:for item in case['expected_response_contains']:assert item in response.json()
# 为每个测试用例创建独立的测试函数    globals()[case['name']] = test_function

global:scrape_interval: 15s
scrape_configs:- job_name: 'ecommerce_app'static_configs:      - targets: ['localhost:9090']

from prometheus_client import start_http_server, Summary
# 启动Prometheus HTTP服务器start_http_server(8000)
# 创建一个摘要来跟踪处理时间REQUEST_TIME = Summary('request_processing_seconds', 'Time spent processing request')
@REQUEST_TIME.time()def process_request():# 模拟请求处理    time.sleep(2)

from jaeger_client import Config
def init_tracer(service_name='ecommerce_service'):config = Config(config={'sampler': {'type': 'const', 'param': 1},'logging': True,},service_name=service_name,)return config.initialize_tracer()
tracer = init_tracer()
def some_function():with tracer.start_span('some_function') as span:span.log_kv({'event': 'function_start'})# 模拟处理time.sleep(2)        span.log_kv({'event': 'function_end'})

import smtplibfrom email.mime.text import MIMEText
def send_email_report(subject, body):msg = MIMEText(body)msg['Subject'] = subjectmsg['From'] = 'your_email@example.com'msg['To'] = 'team@example.com'
with smtplib.SMTP('smtp.example.com') as server:server.login('your_email@example.com', 'your_password')server.send_message(msg)
# 示例调用report = "Test Report: All tests passed."send_email_report("Daily Test Report", report)