使用rocketmq,rocketmq-client-python的api开发rocketmq生产者和消费者

2,578 阅读6分钟

rocketmq-python 是一个基于 rocketmq-client-cpp 封装的 RocketMQ Python 客户端。

rocketmq-client-python安装

目前rocketmq库只支持linux和mac。

rocketmq-client-python 的安装:

pip install rocketmq

安装太慢?国内源安装:

pip install rocketmq -i https://pypi.tuna.tsinghua.edu.cn/simple

示例代码:

Producer

from rocketmq.client import Producer, Message

producer = Producer('PID-XXX')
producer.set_namesrv_domain('http://onsaddr-internet.aliyun.com/rocketmq/nsaddr4client-internet')#rocketmq队列接口地址(服务器ip:port)
# For ip and port name server address, use `set_namesrv_addr` method, for example:
# producer.set_namesrv_addr('127.0.0.1:9887')
producer.set_session_credentials('XXX', 'XXXX', 'ALIYUN')#可以不使用
producer.start()

msg_body = {"id":"test_id","name":"test_name","message":"test_message"}
ss = json.dumps(msg_body).encode('utf-8')

msg = Message('YOUR-TOPIC') #topic名称
msg.set_keys('XXX')#每个消息在业务层面的唯一标识码,要设置到keys字段,方便将来定位消息丢失问题。服务器会为每个消息创建索引(哈希索引),应用可以通过topic,key来查询这条消息内容,以及消息被谁消费。由于是哈希索引,请务必保证key尽可能唯一,这样可以避免潜在的哈希冲突。
msg.set_tags('XXX')#一个应用尽可能用一个Topic,消息子类型用tags来标识,tags可以由应用自由设置。只有发送消息设置了tags,消费方在订阅消息时,才可以利用tags在broker做消息过滤。
msg.set_body(ss)
ret = producer.send_sync(msg)
print(ret.status, ret.msg_id, ret.offset)
producer.shutdown()

其中:

  • 设置ip:port的位置:producer.set_namesrv_addr('xxx.xxx.xxx.xxx:xxxxx') 

当只有单一服务器时,格式是上面这个;

当有多个服务器地址(集群模式)时,可以使用:producer.set_namesrv_addr("xxx.xxx.xxx.xxx:xxxxx,xxx.xxx.xxx.xxx:xxxxx")

  • 如果使用pandas数据,pandas数据可以直接转换

df.to_json(orient='records').encode('utf-8'),然后放入body中发送。

  • 不同应用的多个Topic使用同一个namesrv_addr时数据传输会发生冲突

解决方案:每一个Topic对应一个 “PID-XXX”

PushConsumer

import time

from rocketmq.client import PushConsumer


def callback(msg):
    print(msg.id, msg.body)


consumer = PushConsumer('CID_XXX')
consumer.set_namesrv_domain('http://onsaddr-internet.aliyun.com/rocketmq/nsaddr4client-internet')
# For ip and port name server address, use `set_namesrv_addr` method, for example:
# consumer.set_namesrv_addr('127.0.0.1:9887')
consumer.set_session_credentials('XXX', 'XXXX', 'ALIYUN')
consumer.subscribe('YOUR-TOPIC', callback)
consumer.start()

while True:
    time.sleep(3600)

consumer.shutdown()

PullConsumer

from rocketmq.client import PullConsumer


consumer = PullConsumer('CID_XXX')
consumer.set_namesrv_domain('http://onsaddr-internet.aliyun.com/rocketmq/nsaddr4client-internet')
# For ip and port name server address, use `set_namesrv_addr` method, for example:
# consumer.set_namesrv_addr('127.0.0.1:9887')
consumer.set_session_credentials('XXX', 'XXXX', 'ALIYUN')
consumer.start()

for msg in consumer.pull('YOUR-TOPIC'):
    print(msg.id, msg.body)

consumer.shutdown()

控制日志的输出频率

from rocketmq.client import dll
dll.SetPushConsumerLogLevel(namesrv_addr.encode('utf-8'), 1)

ffi.py

class _CLogLevel(CtypesEnum):
    FATAL = 1
    ERROR = 2
    WARN = 3
    INFO = 4
    DEBUG = 5
    TRACE = 6
    LEVEL_NUM = 7

log4j定义了8个级别的log(除去OFF和ALL,可以说分为6个级别),优先级从高到低依次为:OFF、FATAL、ERROR、WARN、INFO、DEBUG、TRACE、 ALL。

ALL 最低等级的,用于打开所有日志记录。

TRACE designates finer-grained informational events than the DEBUG.Since:1.2.12,很低的日志级别,一般不会使用。

DEBUG 指出细粒度信息事件对调试应用程序是非常有帮助的,主要用于开发过程中打印一些运行信息。

INFO 消息在粗粒度级别上突出强调应用程序的运行过程。打印一些你感兴趣的或者重要的信息,这个可以用于生产环境中输出程序运行的一些重要信息,但是不能滥用,避免打印过多的日志。

WARN 表明会出现潜在错误的情形,有些信息不是错误信息,但是也要给程序员的一些提示。

ERROR 指出虽然发生错误事件,但仍然不影响系统的继续运行。打印错误和异常信息,如果不想输出太多的日志,可以使用这个级别。

FATAL 指出每个严重的错误事件将会导致应用程序的退出。这个级别比较高了。重大错误,这种级别你可以直接停止程序了。

应用案例

PushConsumer

import json
from rocketmq.client import PushConsumer, dll
import traceback
import logging

class RocketMQ():
    def __init__(self):
        logging.basicConfig(level=logging.CRITICAL, format='%(asctime)s - %(name)s - %(levelname)s - %(message)s')
        self.logger = logging.getLogger(__name__)    
        
        self.consumer = PushConsumer("PID-XXX")
        self.consumer.set_namesrv_addr("XX.XX.XX.XX:XXXX")
        self.topic_name = "xxx"
        
        #减少日志输出
        dll.SetPushConsumerLogLevel(namesrv_addr.encode('utf-8'), 1)

    def callback(self,msg):
        test_body = json.loads(msg.body)
        try:
            self.my_func(test_body)
            return PushConsumer
        except Exception as e:
            print('>>>>>>>>>>allback msg:\n{}'.format(es_body))
            print('>>>>>>>>>>callback error:\n{}'.format(e))
            return PushConsumer
    
    def onMessage(self):
        self.consumer.subscribe(self.topic_name, self.callback)
        self.consumer.start()
        while True:
            time.sleep(2)
        self.consumer.shutdown()

    def my_func(test_body):
        print(test_body)

if __name__ == '__main__':
    mq = RocketMQ()
    mq.onMessage()

Producer

from rocketmq.client import Producer, Message
import json

producer = Producer("PID-XXX")
producer.set_namesrv_addr('XX.XX.XX.XX:XXXX')
producer.start()

topic_name = "xxx"
key_name = "abc"
tags = "123"

msg_body = {
    "key_1":value_1,
    "key_2":value_2
}

ss = json.dumps(msg_body).encode('utf-8')

msg = Message(topic_name)
msg.set_keys(key_name)
msg.set_tags(tags)
msg.set_body(ss)
ret = producer.send_sync(msg)
print(ret.status, ret.msg_id, ret.offset)
producer.shutdown()

PullConsumer

from rocketmq.client import PullConsumer
consumer = PullConsumer("PID-XXX")
consumer.set_namesrv_addr("XX.XX.XX.XX:XXXX")
consumer.start()
while True:
    topic_name = "xxx"
    for msg in consumer.pull(topic_name):print(msg.id, msg.body)

Topic

Topic创建的核心步骤如下

  • 1、mqadmin向broker发起创建Topic的命令。
  • 2、broker生成Topic对应的topicConfig配置保存在broker的TopicConfigManager中。
  • 3、broker向所有的namesrv上报topicConfig信息。
  • 4、namesrv的RouteInfoManager的topicQueueTable保存topic的QueueData信息。
  • 5、broker会通过定时任务定期向namesrv发送心跳信息更新topic配置。
usage: mqadmin updateTopic -b <arg> | -c <arg>  [-h] [-n <arg>] [-o <arg>] [-p <arg>] [-r <arg>] [-s <arg>] -t
       <arg> [-u <arg>] [-w <arg>]
 -b,--brokerAddr <arg>       create topic to which broker
 -c,--clusterName <arg>      create topic to which cluster
 -h,--help                   Print help
 -n,--namesrvAddr <arg>      Name server address list, eg: 192.168.0.1:9876;192.168.0.2:9876
 -o,--order <arg>            set topic's order(true|false)
 -p,--perm <arg>             set topic's permission(2|4|6), intro[2:W 4:R; 6:RW]
 -r,--readQueueNums <arg>    set read queue nums
 -s,--hasUnitSub <arg>       has unit sub (true|false)
 -t,--topic <arg>            topic name
 -u,--unit <arg>             is unit topic (true|false)
 -w,--writeQueueNums <arg>   set write queue nums
  • 通过 --brokerAddr在指定的broker创建topic。
  • 通过 --clusterName在整个集群创建topic。
  • 通过 --namesrvAddr指定namesrv地址。
  • 通过 --topic来指定topic名称。
  • 通过 --perm来指定Topic的权限管理。

在rocketmq中添加新的Topic

sh mqadmin updateTopic -n localhost:9876 -c DefaultCluster -t orderTopic

创建Topic时报错解决方案

Java HotSpot™ 64-Bit Server VM warning: ignoring option PermSize=128m; support was removed in 8.0
Java HotSpot™ 64-Bit Server VM warning: ignoring option MaxPermSize=128m; support was removed in 8.0
org.apache.rocketmq.tools.command.SubCommandException: UpdateTopicSubCommand command failed
at org.apache.rocketmq.tools.command.topic.UpdateTopicSubCommand.execute(UpdateTopicSubCommand.java:181)
at org.apache.rocketmq.tools.command.MQAdminStartup.main0(MQAdminStartup.java:135)
at org.apache.rocketmq.tools.command.MQAdminStartup.main(MQAdminStartup.java:86)
Caused by: org.apache.rocketmq.acl.common.AclException: [10015:signature-failed] unable to calculate a request signature. error=[10015:signature-failed] unable to calculate a request signature. error=Algorithm HmacSHA1 not available
at org.apache.rocketmq.acl.common.AclSigner.signAndBase64Encode(AclSigner.java:84)
at org.apache.rocketmq.acl.common.AclSigner.calSignature(AclSigner.java:73)
at org.apache.rocketmq.acl.common.AclSigner.calSignature(AclSigner.java:68)
at org.apache.rocketmq.acl.common.AclUtils.calSignature(AclUtils.java:58)
at org.apache.rocketmq.acl.common.AclClientRPCHook.doBeforeRequest(AclClientRPCHook.java:44)
at org.apache.rocketmq.remoting.netty.NettyRemotingAbstract.doBeforeRpcHooks(NettyRemotingAbstract.java:172)
at org.apache.rocketmq.remoting.netty.NettyRemotingClient.invokeSync(NettyRemotingClient.java:370)
at org.apache.rocketmq.client.impl.MQClientAPIImpl.getBrokerClusterInfo(MQClientAPIImpl.java:1180)
at org.apache.rocketmq.tools.admin.DefaultMQAdminExtImpl.examineBrokerClusterInfo(DefaultMQAdminExtImpl.java:275)
at org.apache.rocketmq.tools.admin.DefaultMQAdminExt.examineBrokerClusterInfo(DefaultMQAdminExt.java:222)
at org.apache.rocketmq.tools.command.CommandUtil.fetchMasterAddrByClusterName(CommandUtil.java:83)
at org.apache.rocketmq.tools.command.topic.UpdateTopicSubCommand.execute(UpdateTopicSubCommand.java:154)
… 2 more
Caused by: org.apache.rocketmq.acl.common.AclException: [10015:signature-failed] unable to calculate a request signature. error=Algorithm HmacSHA1 not available
at org.apache.rocketmq.acl.common.AclSigner.sign(AclSigner.java:63)
at org.apache.rocketmq.acl.common.AclSigner.signAndBase64Encode(AclSigner.java:79)
… 13 more
Caused by: java.security.NoSuchAlgorithmException: Algorithm HmacSHA1 not available
at javax.crypto.Mac.getInstance(Mac.java:181)
at org.apache.rocketmq.acl.common.AclSigner.sign(AclSigner.java:57)
… 14 more

解决办法是:
1.进入rocketmq的bin目录下:/var/www/rocketmq/rocketmq-all-4.4.0-bin-release/bin,
/var/www/rocketmq是我自己的安装路径。
2.用vim tools.sh打开tools.sh.在JAVA_OPT配置中,在-Djava.ext.dirs这一行的后面添加ext的路径,原配置如下

JAVA_OPT="${JAVA_OPT} -server -Xms1g -Xmx1g -Xmn256m -XX:PermSize=128m -XX:MaxPermSize=128m"
JAVA_OPT="${JAVA_OPT} -Djava.ext.dirs=${BASE_DIR}/lib:${JAVA_HOME}/jre/lib/ext"
JAVA_OPT="${JAVA_OPT} -cp ${CLASSPATH}"

添加ext文件的绝对路径,添加后重新执行命令即可

JAVA_OPT="${JAVA_OPT} -server -Xms1g -Xmx1g -Xmn256m -XX:PermSize=128m -XX:MaxPermSize=128m"
JAVA_OPT="${JAVA_OPT} -Djava.ext.dirs=${BASE_DIR}/lib:${JAVA_HOME}/jre/lib/ext:/usr/java/jdk1.8.0_65/jre/lib/ext"
JAVA_OPT="${JAVA_OPT} -cp ${CLASSPATH}"

删除Topic

deleteTopic -n localhost:9876 -c DefaultCluster -t orderTopic

rocketmq查看命令

首先进入 RocketMQ 工程,进入/RocketMQ/bin   在该目录下有个 mqadmin 脚本 .

 查看帮助:   在 mqadmin 下可以查看有哪些命令  

 a: 查看具体命令的使用 : sh mqadmin    

 b: sh mqadmin help 命令名称  

例如,查看 updateTopic 的使用

sh mqadmin help updateTopic

2. 关闭nameserver和所有的broker:

   进入到bin下: 

sh mqshutdown namesrv
sh mqshutdown broker

3. 查看所有消费组group:

sh mqadmin consumerProgress -n 192.168.1.23:9876

4. 查看指定消费组下的所有topic数据堆积情况:

sh mqadmin consumerProgress -n 192.168.1.23:9876 -g warning-group

5. 查看所有topic :

sh mqadmin topicList -n 192.168.1.23:9876

6. 查看topic信息列表详情统计

sh mqadmin topicstatus -n 192.168.1.23:9876 -t topicWarning

7.  新增topic

 sh mqadmin updateTopic –n 192.168.1.23:9876 –c DefaultCluster –t topicWarning

8. 删除topic

  sh mqadmin deleteTopic –n 192.168.1.23:9876 –c DefaultCluster –t topicWarning

9、查询集群消息

sh mqadmin  clusterList -n 192.168.1.23:9876

Reference

github.com/apache/rock…

www.oschina.net/p/rocketmq-…

www.cnblogs.com/qi-yuan-008…

blog.csdn.net/shiyong1949…

www.jianshu.com/p/b84190af2…

www.cnblogs.com/gmq-sh/p/62…