性能测试 - Locust WebSocket client

Max.Bai

2024.10

0. 背景

Locust 是性能测试工具,但是默认只支持http协议,就是默认只有http的client,需要其他协议的测试必须自己扩展对于的client,比如下面的WebSocket client。

1. WebSocket test Client
python 复制代码
"""
Max.Bai
Websocket Client
"""
import json
import logging
import secrets
import threading
import time
from typing import Callable, Optional

import websocket
from locust import events

logger = logging.getLogger(__name__)


class WebSocketClient:
    def __init__(self, host: str, log_messages: bool = False):
        self._host: str = host
        self._id: str = secrets.token_hex(8)
        self._alias: Optional[str] = None
        self._ws: Optional[websocket.WebSocketApp] = None

        self.log_messages = log_messages
        self.count_recv_type = False
        self.heartbeat_auto_respond = False
        self._recv_messages: list = []
        self.messages: list = []
        self._sent_messages: list = []

    def __enter__(self):
        self.connect()
        return self

    def __exit__(self, type, value, traceback):
        self.disconnect()

    @property
    def tag(self) -> str:
        tag = f"{self._host} <{self._id}>"
        if self._alias:
            tag += f"({self._alias})"
        return tag

    def connect(
        self, alias: Optional[str] = None, headers: Optional[dict] = None, on_message: Optional[Callable] = None
    ):
        if not self._ws:
            self._alias = alias
            self._ws = websocket.WebSocketApp(
                url=self._host,
                header=headers,
                on_open=self._on_open,
                on_message=on_message if on_message else self._on_message,
                on_close=self._on_close,
            )
            thread = threading.Thread(target=self._ws.run_forever)
            thread.daemon = True
            thread.start()
            time.sleep(3)
        else:
            logger.warning("An active WebSocket connection is already established.")

    def is_connected(self) -> bool:
        return self._ws is not None

    def disconnect(self):
        if self._ws:
            self._ws.close()
            self._alias = None
        else:
            logger.warning("No active WebSocket connection established.")

    def _on_open(self, ws):
        logger.debug(f"[WebSocket] {self.tag} connected.")
        events.request.fire(
            request_type="ws_client",
            name="connect",
            response_time=0,
            response_length=0,
        )

    def _on_message(self, ws, message):
        recv_time = time.time()
        recv_time_ms = int(recv_time * 1000)
        recv_time_ns = int(recv_time * 1000000)
        logger.debug(f"[WebSocket] {self.tag} message received: {message}")
        if self.log_messages:
            self._recv_messages.append(message)
        self.messages.append(message)

        # public/respond-heartbeat
        if self.heartbeat_auto_respond:
            if "public/heartbeat" in message:
                self.send(message.replace("public/heartbeat", "public/respond-heartbeat"))

        if self.count_recv_type:
            try:
                msg = json.loads(message)
                id = str(msg.get("id", 0))
                if len(id) == 13:
                    resp_time = recv_time_ms - int(id)
                elif len(id) == 16:
                    resp_time = (recv_time_ns - int(id)) / 1000
                elif len(id) > 13:
                    resp_time = recv_time_ms - int(id[:13])
                else:
                    resp_time = 0
                method = msg.get("method", "unknown")
                code = msg.get("code", "unknown")
                error = msg.get("message", "unknown")
                # send_time = int(msg.get("nonce", 0))
                if method in ["public/heartbeat", "private/set-cancel-on-disconnect"]:
                    events.request.fire(
                        request_type="ws_client",
                        name=f"recv {method}",
                        response_time=0,
                        response_length=len(msg),
                    )
                elif code == 0:
                    events.request.fire(
                        request_type="ws_client",
                        name=f"recv {method} {code}",
                        # response_time=recv_time - send_time,
                        response_time=resp_time,
                        response_length=len(msg),
                    )
                else:
                    events.request.fire(
                        request_type="ws_client",
                        name=f"recv {method} {code}",
                        response_time=resp_time,
                        response_length=len(msg),
                        exception=error,
                    )
            except Exception as e:
                events.request.fire(
                    request_type="ws_client",
                    name="recv error",
                    response_time=0,
                    response_length=len(msg),
                    exception=str(e),
                )

    def _on_close(self, ws, close_status_code, close_msg):
        logger.debug(f"[WebSocket] {self.tag} closed.")
        self._ws = None

        events.request.fire(
            request_type="ws_client",
            name="close",
            response_time=0,
            response_length=0,
        )

    def set_on_message(self, on_message: Callable):
        self._ws.on_message = on_message

    def send(self, message: str):
        if self._ws:
            self._ws.send(data=message)
            if self.log_messages:
                self._sent_messages.append(message)
            logger.debug(f"[WebSocket] {self.tag} message sent: {message}")
        else:
            logger.warning(f"No active [WebSocket] {self.tag} connection established.")
            raise ConnectionError("No active [WebSocket] connection established.")

    def clear(self):
        self._recv_messages = []
        self._sent_messages = []
        self.messages = []

    def expect_messages(
        self,
        matcher: Callable[..., bool],
        count: int = 1,
        timeout: int = 10,
        interval: int = 1,
    ) -> list:
        """Expect to receive one or more filtered messages.

        Args:
            matcher (Callable): A matcher function used to filter the received messages.
            count (int, optional): Number of messages to be expected before timeout. Defaults to 1.
            timeout (int, optional): Timeout in seconds. Defaults to 10.
            interval (int, optional): Interval in seconds. Defaults to 1.

        Returns:
            list: A list of messages filtered by the matcher.
        """

        deadline: float = time.time() + timeout
        result: list = []  # messages filtered by the matcher
        seen: list = []  # messages already seen by the matcher to be excluded from further matching

        while time.time() < deadline:
            snapshot: list = [*self._recv_messages]

            for element in seen:
                if element in snapshot:
                    snapshot.remove(element)

            result.extend(filter(matcher, snapshot))
            if len(result) >= count:
                break

            seen.extend(snapshot)
            time.sleep(interval)

        if len(result) < count:
            logger.warning(
                f"({self.tag}) Expected to receive {count} messages, but received only {len(result)} messages."
            )

        return result
2. 如何使用
python 复制代码
class PrivateWsUser(User):

    def on_start(self):
        self.ws_client=WebSocketClient("wss://abc.pp.com/chat", log_message=True)
        self.ws_client.connect()


    @task
    def send_hello()
        self.ws_client.send("hello world")
    
    
            
3. 扩展

可自行扩展on_message 方法,上面的on_message 方法是json 格式的信息处理

相关推荐
Rose sait9 分钟前
【环境配置】Linux配置虚拟环境pytorch
linux·人工智能·python
过期动态40 分钟前
JDBC高级篇:优化、封装与事务全流程指南
android·java·开发语言·数据库·python·mysql
一世琉璃白_Y1 小时前
pg配置国内数据源安装
linux·python·postgresql·centos
liwulin05061 小时前
【PYTHON】COCO数据集中的物品ID
开发语言·python
小鸡吃米…1 小时前
Python - XML 处理
xml·开发语言·python·开源
我赵帅的飞起1 小时前
python国密SM4加解密
python·sm4加解密·国密sm4加解密
yaoh.wang2 小时前
力扣(LeetCode) 1: 两数之和 - 解法思路
python·程序人生·算法·leetcode·面试·跳槽·哈希算法
liwulin05062 小时前
【PYTHON-YOLOV8N】关于YOLO的推理训练图片的尺寸
开发语言·python·yolo
我送炭你添花3 小时前
Pelco KBD300A 模拟器:04+1.Python 打包详解:历史、发展与多种方式对比
python·测试工具·运维开发
yaoh.wang3 小时前
力扣(LeetCode) 27: 移除元素 - 解法思路
python·程序人生·算法·leetcode·面试·职场和发展·双指针