使用ros实现c++与python通信

本文详细介绍了如何在ROS环境中搭建工作空间,包括创建、编译工作空间,以及通过Python和C++实现节点间的消息发布与订阅。通过具体实例,展示了如何在src目录下创建程序包,编写并运行talker和listener节点。

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创建工作空间(选择在桌面创建)

cd ~
$ mkdir -p my_workspace/src

编译工作空间

$ cd my_workspace
$ catkin_make

source一下新生成的setup.bash文件:

$ source devel/setup.bash

每次打开一个终端都要source一下

要想保证工作空间已配置正确需确保ROS_PACKAGE_PATH环境变量包含你的工作空间目录,采用以下命令查看:

$ echo $ROS_PACKAGE_PATH

进入到src文件夹中,使用catkin_create_pkg命令来创建一个新的程序包

$ catkin_create_pkg my_pkg std_msgs rospy roscpp

查看程序包依赖关系

$ rospack depends1 beginner_tutorials
~/catkin_test/src$ rospack depends1 beginner_tutorials 
roscpp
rospy
std_msgs

返回工作空间目录

cd ~/my_workspace

编译工作空间

catkin_make

在程序包中的src文件夹中创建talker.py和listener.cpp文件

talker.py中内容为:

#!/usr/bin/env python
import rospy
from std_msgs.msg import String

def talker():
    pub = rospy.Publisher('chatter', String, queue_size=10)
    rospy.init_node('talker', anonymous=True)
    rate = rospy.Rate(10) # 10hz
    while not rospy.is_shutdown():
        hello_str = "hello world %s" % rospy.get_time()
        rospy.loginfo(hello_str)
        pub.publish(hello_str)
        rate.sleep()

if __name__ == '__main__':
    try:
        talker()
    except rospy.ROSInterruptException:
        pass

listener.cpp中内容为:

#include "ros/ros.h"
#include "std_msgs/String.h"

/**
 * This tutorial demonstrates simple receipt of messages over the ROS system.
 */
void chatterCallback(const std_msgs::String::ConstPtr& msg)
{
	ROS_INFO("I lol heard: [%s]", msg->data.c_str());
}

int main(int argc, char *argv[])
{
	/**
	 * The ros::init() function needs to see argc and argv so that it can perform
	 * any ROS arguments and name remapping that were provided at the command line.
	 * For programmatic remappings you can use a different version of init() which takes
	 * remappings directly, but for most command-line programs, passing argc and argv is
	 * the easiest way to do it.  The third argument to init() is the name of the node.
	 *
	 * You must call one of the versions of ros::init() before using any other
	 * part of the ROS system.
	 */
	ros::init(argc, argv, "listener");

	/**
	 * NodeHandle is the main access point to communications with the ROS system.
	 * The first NodeHandle constructed will fully initialize this node, and the last
	 * NodeHandle destructed will close down the node.
	 */
	ros::NodeHandle n;

	/**
	 * The subscribe() call is how you tell ROS that you want to receive messages
	 * on a given topic.  This invokes a call to the ROS
	 * master node, which keeps a registry of who is publishing and who
	 * is subscribing.  Messages are passed to a callback function, here
	 * called chatterCallback.  subscribe() returns a Subscriber object that you
	 * must hold on to until you want to unsubscribe.  When all copies of the Subscriber
	 * object go out of scope, this callback will automatically be unsubscribed from
	 * this topic.
	 *
	 * The second parameter to the subscribe() function is the size of the message
	 * queue.  If messages are arriving faster than they are being processed, this
	 * is the number of messages that will be buffered up before beginning to throw
	 * away the oldest ones.
	 */
	ros::Subscriber sub = n.subscribe("chatter", 1000, chatterCallback);

	/**
	 * ros::spin() will enter a loop, pumping callbacks.  With this version, all
	 * callbacks will be called from within this thread (the main one).  ros::spin()
	 * will exit when Ctrl-C is pressed, or the node is shutdown by the master.
	 */
	ros::spin();

	return 0;
}

将talker.py和listener.cpp转化为可执行文件

chmod +x talker.py
chmod +x listener.cpp

输入ls查看目录中文件talker.py和listener.cpp变为绿色,即转化为可执行文件。

打开my_pkg程序包中的CMakeLists.txt,将以下代码加入:

include_directories(include ${catkin_INCLUDE_DIRS}) 

add_executable(listener src/listener.cpp) 
target_link_libraries(listener ${catkin_LIBRARIES}) 
add_dependencies(listener my_pkg_generate_messages_cpp)

进入工作空间目录

cd ~/my_workspace

编译工作空间

catkin_make

打开新的终端

roscore

打开新的终端,进入工作空间目录

cd ~/my_workspace

source一下

source devel/setup.bash

运行talker节点

rosrun my_pkg talker.py

格式为: rosrun 程序包名 节点文件

打开新的终端,进入工作空间,source一下,运行listener节点

rosrun my_pkg listener

listener后面不需要加后缀.cpp

<think>好的,我现在需要帮助用户了解ROS环境中C++Python之间的通信方法。首先,我得回忆一下ROS的基本通信机制。ROS主要使用基于发布-订阅模型的通信方式,也就是话题(Topic),还有服务(Service)和动作(Action)等其他方式。用户可能对这些基本概念有所了解,但需要具体的实现方法。 根据用户提供的引用内容,特别是引用[1]和引用[2],里面提到了使用C++Python实现话题通信的例子。比如talker.py是用Python发布的,而C++可能有对应的订阅者。需要解释这两种语言如何通过ROS的中间件进行通信,可能涉及到消息类型的统一和ROS Master的作用。 另外,引用[3]提到了服务通信的配置,需要说明服务通信话题的不同,即服务是双向的,有请求和响应。这里可能需要分别给出C++Python实现服务的代码示例,并说明如何确保两者兼容,比如使用相同的srv文件。 用户的问题是关于C++Python之间的通信方法,所以需要覆盖主要的通信方式:话题、服务,可能还有动作。每种方式都需要简要说明原理,然后给出实现步骤,比如创建包、定义消息/服务、编写节点等。 需要注意用户提供的引用中提到的CMakeLists.txt和package.xml的配置,特别是在添加依赖和生成消息的部分。这部分对于C++节点来说很重要,而Python可能不需要编译,但需要确保srv和msg文件正确安装。 还要考虑用户可能遇到的常见问题,比如不同进程通信的机制,如引用[2]中提到的,需要解释ROS通信层如何抽象底层进程间通信,使得不同语言的节点可以无缝交互。 最后,生成相关问题时要围绕ROS通信的扩展,比如参数服务器、动作库,或者调试工具如rostopic和rosservice的使用,以及可能遇到的兼容性问题。</think>### ROSC++Python通信实现方法 在ROS中,C++Python节点可以通过以下三种主要方式实现跨语言通信: --- #### 一、话题通信(发布/订阅模式)[^2] **实现原理**:通过ROS Master进行节点注册和匹配,建立直接连接后实现异步通信。消息类型必须完全一致,但发布者和订阅者可以用不同语言编写。 **Python发布者示例**(引用[1]代码一致): ```python #!/usr/bin/env python import rospy from std_msgs.msg import String def talker(): pub = rospy.Publisher('chatter', String, queue_size=10) rospy.init_node('talker', anonymous=True) rate = rospy.Rate(10) while not rospy.is_shutdown(): msg = "hello world %s" % rospy.get_time() pub.publish(msg) rate.sleep() if __name__ == '__main__': try: talker() except rospy.ROSInterruptException: pass ``` **C++订阅者实现**: ```cpp #include "ros/ros.h" #include "std_msgs/String.h" void chatterCallback(const std_msgs::String::ConstPtr& msg) { ROS_INFO("Received: [%s]", msg->data.c_str()); } int main(int argc, char **argv) { ros::init(argc, argv, "listener"); ros::NodeHandle n; ros::Subscriber sub = n.subscribe("chatter", 10, chatterCallback); ros::spin(); return 0; } ``` --- #### 二、服务通信(请求/响应模式)[^3] **实现特点**:需要严格定义服务接口(.srv文件),服务端客户端可使用不同语言。 **服务定义示例**(AddInts.srv): ``` int32 a int32 b --- int32 sum ``` **Python服务端实现**: ```python from beginner_tutorials.srv import AddInts, AddIntsResponse import rospy def handle_add(req): return AddIntsResponse(req.a + req.b) rospy.init_node('add_server') s = rospy.Service('add_ints', AddInts, handle_add) rospy.spin() ``` **C++客户端实现**: ```cpp #include "ros/ros.h" #include "beginner_tutorials/AddInts.h" int main(int argc, char **argv) { ros::init(argc, argv, "add_client"); ros::NodeHandle n; ros::ServiceClient client = n.serviceClient<beginner_tutorials::AddInts>("add_ints"); beginner_tutorials::AddInts srv; srv.request.a = 3; srv.request.b = 5; if(client.call(srv)) { ROS_INFO("Sum: %ld", (long int)srv.response.sum); } return 0; } ``` --- #### 三、配置注意事项 1. **包配置**(package.xml): ```xml <build_depend>message_generation</build_depend> <exec_depend>message_runtime</exec_depend> ``` 2. **CMake配置**: ```cmake find_package(catkin REQUIRED COMPONENTS roscpp rospy std_msgs message_generation ) add_service_files(FILES AddInts.srv) generate_messages(DEPENDENCIES std_msgs) ``` --- #### 四、通信保障机制 1. **数据类型匹配**:通过`.msg`/`.srv`文件生成对应语言的消息类 2. **序列化协议**:使用统一的序列化/反序列化机制 3. **中间件抽象**:ROS层屏蔽了底层的TCP/UDP通信细节
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