使用 ROS2 构建客户端-服务器通信:一个简单的计算器示例

发布于:2025-08-28 ⋅ 阅读:(12) ⋅ 点赞:(0)

本指南将详细介绍如何创建两个 ROS2 Python 节点(一个客户端和一个服务器),通过发布/订阅机制实现相互通信,完成数字计算请求与结果返回的功能。我们将使用 std_msgs/String 消息类型来传递数据。

1. 创建 ROS2 Python 包

首先,使用 ros2 pkg create 命令创建两个独立的 Python 包,分别用于客户端和服务器。

# 创建客户端包
ros2 pkg create calculator_client_py \
    --build-type ament_python \
    --dependencies rclpy \
    --node-name calculator_client_node

# 创建服务器包
ros2 pkg create calculator_server_py \
    --build-type ament_python \
    --dependencies rclpy \
    --node-name calculator_server_node

命令选项说明:

  • --build-type ament_python:指定该包为 Python 包,并使用 ament 构建系统。
  • --dependencies rclpy:声明依赖 rclpy 库,这是 Python 版本的 ROS2 客户端库。
  • --node-name:在包内创建一个名为 calculator_client_node.pycalculator_server_node.py 的基础节点文件。
2. 实现客户端节点 (calculator_client_node.py)

客户端负责接收用户输入,将计算请求(两个数字和一个运算符)打包成字符串消息,并发布到 calculation_request 话题。同时,它订阅 calculation_response 话题以接收服务器的计算结果。

[calculator_client_node.py]
#!/usr/bin/env python3

import rclpy
from rclpy.node import Node
from std_msgs.msg import String

class CalculatorClient(Node):

    def __init__(self):
        super().__init__('calculator_client')
        # 创建发布者,发布请求到 'calculation_request' 主题
        self.publisher_ = self.create_publisher(String, 'calculation_request', 10)
        # 创建订阅者,订阅来自 'calculation_response' 主题的响应
        self.subscription = self.create_subscription(
            String,
            'calculation_response',
            self.listener_callback,
            10)
        self.subscription  # 防止未使用变量警告

    def listener_callback(self, msg):
        # 回调函数:当收到计算结果时被调用
        self.get_logger().info(f'Received result: {msg.data}')

    def send_request(self, num1, operator, num2):
        # 发送请求函数
        msg = String()
        # 格式: "num1,operator,num2"
        msg.data = f"{num1},{operator},{num2}"
        self.publisher_.publish(msg)
        self.get_logger().info(f'Sent request: {num1} {operator} {num2}')


def main(args=None):
    rclpy.init(args=args)

    calculator_client = CalculatorClient()

    print("Supported operations: +, -, *, /")
    try:
        while rclpy.ok():
            # 获取用户输入
            user_input = input("Enter calculation (e.g., '3 + 5') or 'exit' to quit: ")
            if user_input.lower() == 'exit':
                break

            try:
                parts = user_input.split()
                if len(parts) != 3:
                    print("Invalid input format. Please use 'number operator number'.")
                    continue
                
                num1_str, operator, num2_str = parts
                
                # 验证运算符
                if operator not in ['+', '-', '*', '/']:
                     print(f"Unsupported operator '{operator}'. Please use +, -, *, or /.")
                     continue

                # 尝试转换为浮点数
                num1 = float(num1_str)
                num2 = float(num2_str)
                
                # 发送请求
                calculator_client.send_request(num1, operator, num2)
            except ValueError:
                print("Invalid input. Please ensure numbers are valid.")
                continue

            # 旋转一次以处理可能的回调
            rclpy.spin_once(calculator_client, timeout_sec=0.1)

    except KeyboardInterrupt:
        print("\nShutting down client...")
    finally:
        calculator_client.destroy_node()
        rclpy.shutdown()


if __name__ == '__main__':
    main()

3. 实现服务器节点 (calculator_server_node.py)

服务器节点订阅 calculation_request 话题。当收到请求时,它解析消息,执行计算,并将结果(或错误信息)发布到 calculation_response 话题。

[calculator_server_node.py]
#!/usr/bin/env python3

import rclpy
from rclpy.node import Node
from std_msgs.msg import String

class CalculatorServer(Node):

    def __init__(self):
        super().__init__('calculator_server')
        # 创建订阅者,订阅 'calculation_request' 主题的请求
        self.subscription = self.create_subscription(
            String,
            'calculation_request',
            self.listener_callback,
            10)
        self.subscription  # 防止未使用变量警告
        # 创建发布者,发布响应到 'calculation_response' 主题
        self.publisher_ = self.create_publisher(String, 'calculation_response', 10)

    def listener_callback(self, msg):
        # 回调函数:当收到计算请求时被调用
        try:
            # 解析收到的数据 "num1,operator,num2"
            data_str = msg.data
            num1_str, operator, num2_str = data_str.split(',')
            num1 = float(num1_str)
            num2 = float(num2_str)

            # 执行计算
            if operator == '+':
                result = num1 + num2
            elif operator == '-':
                result = num1 - num2
            elif operator == '*':
                result = num1 * num2
            elif operator == '/':
                if num2 == 0:
                    raise ZeroDivisionError("Division by zero is not allowed.")
                result = num1 / num2
            else:
                 # 这在客户端已经检查过,但作为服务端健壮性考虑
                 raise ValueError(f"Unsupported operator: {operator}")


            # 准备并发布响应
            response_msg = String()
            response_msg.data = f"{num1} {operator} {num2} = {result}"
            self.publisher_.publish(response_msg)
            self.get_logger().info(f'Processed request: {num1} {operator} {num2} = {result}')

        except ValueError as e:
            # 处理解析错误或不支持的运算符
            error_msg = String()
            error_msg.data = f"Error: Invalid request data '{msg.data}'. Details: {e}"
            self.publisher_.publish(error_msg)
            self.get_logger().warn(f'Failed to process request: {msg.data}. Error: {e}')
        except ZeroDivisionError as e:
             # 处理除零错误
            error_msg = String()
            error_msg.data = f"Error: {e}"
            self.publisher_.publish(error_msg)
            self.get_logger().warn(f'Calculation error for request: {msg.data}. Error: {e}')
        except Exception as e: # 捕获其他未预期的错误
             error_msg = String()
             error_msg.data = f"Unexpected error occurred: {e}"
             self.publisher_.publish(error_msg)
             self.get_logger().error(f'Unexpected error processing request: {msg.data}. Error: {e}')



def main(args=None):
    rclpy.init(args=args)

    calculator_server = CalculatorServer()

    try:
        print("Calculator server is running... Waiting for requests.")
        # 保持节点运行,等待消息
        rclpy.spin(calculator_server)
    except KeyboardInterrupt:
        print("\nShutting down server...")
    finally:
        calculator_server.destroy_node()
        rclpy.shutdown()


if __name__ == '__main__':
    main()



Additional Notes:

  • The created node will need manual modification to implement the actual calculator service logic
  • After creation, you would typically:
    1. Edit the node file to implement service callbacks
    2. Add message/service dependencies if needed
    3. Build with colcon build
    4. Source the workspace
    5. Run with ros2 run calculator_server_py calculator_server_node
4. 构建与运行
  1. 构建包

colcon build --packages-select calculator_client_py calculator_server_py
  • 激活环境

source install/setup.bash
  • 启动节点

    • 在一个终端中启动服务器(必须先启动):
ros2 run calculator_server_py calculator_server_node
  • 在另一个终端中启动客户端
    • ros2 run calculator_client_py calculator_client_node
  • 交互: 在客户端终端输入类似 3 + 5 的表达式,服务器会计算并将结果返回,客户端会显示结果。

启动客户端Node

启动服务端Node


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