ActiveMQ Artemis Queue 不会将消息平均分发到 STOMP-Consumers。怎样才能达到偶数load-balancing？
ActiveMQ Artemis Queue does not distribute messages evenly to the STOMP-Consumers. How can we achieve an even load-balancing?
如图所示，在 queue - /queue/msgs 上发布的 n 条消息中，消费者之间的分布（STOMP-Consumer 1 和 STOMP-Consumer 2) 是不均匀的。我可以观察到，STOMP-Consumer 2 只收到了 n 条消息中的一条消息。
两个消费者都传递了完全相同的 STOMP headers。那些如下-
STOMP 连接 Headers
- client-id：应用程序
踩踏订阅Headers
- durable-subscription-name: app-subscription
- auto-delete: 假
- 确认：client-individual
- 目的地：/queue/msgs
Broker.xml
<?xml version="1.0"?>
<configuration
xmlns="urn:activemq"
xmlns:xi="http://www.w3.org/2001/XInclude"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="urn:activemq /schema/artemis-configuration.xsd">
<core
xmlns="urn:activemq:core" xsi:schemaLocation="urn:activemq:core ">
<name>activemq-558f6696fc-2kx8q</name>
<persistence-enabled>true</persistence-enabled>
<journal-type>ASYNCIO</journal-type>
<paging-directory>data/paging</paging-directory>
<bindings-directory>data/bindings</bindings-directory>
<journal-directory>data/journal</journal-directory>
<large-messages-directory>data/large-messages</large-messages-directory>
<journal-datasync>true</journal-datasync>
<journal-min-files>2</journal-min-files>
<journal-pool-files>10</journal-pool-files>
<journal-device-block-size>4096</journal-device-block-size>
<journal-file-size>10M</journal-file-size>
<journal-buffer-timeout>24000</journal-buffer-timeout>
<journal-max-io>4096</journal-max-io>
<disk-scan-period>5000</disk-scan-period>
<max-disk-usage>90</max-disk-usage>
<critical-analyzer>true</critical-analyzer>
<critical-analyzer-timeout>120000</critical-analyzer-timeout>
<critical-analyzer-check-period>60000</critical-analyzer-check-period>
<critical-analyzer-policy>HALT</critical-analyzer-policy>
<page-sync-timeout>368000</page-sync-timeout>
<acceptors>
<acceptor name="artemis">tcp://0.0.0.0:61616?tcpSendBufferSize=1048576;tcpReceiveBufferSize=1048576;amqpMinLargeMessageSize=102400;protocols=CORE,AMQP,STOMP,HORNETQ,MQTT,OPENWIRE;useEpoll=true;amqpCredits=1000;amqpLowCredits=300;amqpDuplicateDetection=true</acceptor>
<acceptor name="amqp">tcp://0.0.0.0:5672?tcpSendBufferSize=1048576;tcpReceiveBufferSize=1048576;protocols=AMQP;useEpoll=true;amqpCredits=1000;amqpLowCredits=300;amqpMinLargeMessageSize=102400;amqpDuplicateDetection=true</acceptor>
<acceptor name="stomp">tcp://0.0.0.0:61613?tcpSendBufferSize=1048576;tcpReceiveBufferSize=1048576;protocols=STOMP;useEpoll=true</acceptor>
<acceptor name="hornetq">tcp://0.0.0.0:5445?anycastPrefix=jms.queue.;multicastPrefix=jms.topic.;protocols=HORNETQ,STOMP;useEpoll=true</acceptor>
<acceptor name="mqtt">tcp://0.0.0.0:1883?tcpSendBufferSize=1048576;tcpReceiveBufferSize=1048576;protocols=MQTT;useEpoll=true</acceptor>
</acceptors>
<security-settings>
<security-setting match="#">
<permission type="createNonDurableQueue" roles="amq"/>
<permission type="deleteNonDurableQueue" roles="amq"/>
<permission type="createDurableQueue" roles="amq"/>
<permission type="deleteDurableQueue" roles="amq"/>
<permission type="createAddress" roles="amq"/>
<permission type="deleteAddress" roles="amq"/>
<permission type="consume" roles="amq"/>
<permission type="browse" roles="amq"/>
<permission type="send" roles="amq"/>
<!-- we need this otherwise ./artemis data imp wouldn't work -->
<permission type="manage" roles="amq"/>
</security-setting>
</security-settings>
<message-expiry-scan-period>30000</message-expiry-scan-period>
<connection-ttl-override>60000</connection-ttl-override>
<address-settings>
<address-setting match="activemq.management#">
<dead-letter-address>DLQ</dead-letter-address>
<expiry-address>ExpiryQueue</expiry-address>
<redelivery-delay>0</redelivery-delay>
<!-- with -1 only the global-max-size is in use for limiting -->
<max-size-bytes>-1</max-size-bytes>
<message-counter-history-day-limit>10</message-counter-history-day-limit>
<address-full-policy>PAGE</address-full-policy>
<auto-create-queues>true</auto-create-queues>
<auto-create-addresses>true</auto-create-addresses>
<auto-create-jms-queues>true</auto-create-jms-queues>
<auto-create-jms-topics>true</auto-create-jms-topics>
</address-setting>
<address-setting match="/queue/#">
<default-address-routing-type>ANYCAST</default-address-routing-type>
<default-queue-routing-type>ANYCAST</default-queue-routing-type>
</address-setting>
<address-setting match="/topic/#">
<default-address-routing-type>MULTICAST</default-address-routing-type>
<default-queue-routing-type>MULTICAST</default-queue-routing-type>
</address-setting>
<address-setting match="#">
<dead-letter-address>DLQ</dead-letter-address>
<expiry-address>ExpiryQueue</expiry-address>
<auto-delete-queues>false</auto-delete-queues>
<auto-delete-jms-queues>false</auto-delete-jms-queues>
<auto-delete-jms-topics>false</auto-delete-jms-topics>
<auto-delete-addresses>false</auto-delete-addresses>
<max-size-bytes>-1</max-size-bytes>
<message-counter-history-day-limit>10</message-counter-history-day-limit>
<address-full-policy>PAGE</address-full-policy>
<auto-create-queues>true</auto-create-queues>
<auto-create-addresses>true</auto-create-addresses>
<auto-create-jms-queues>true</auto-create-jms-queues>
<auto-create-jms-topics>true</auto-create-jms-topics>
<redelivery-delay-multiplier>1</redelivery-delay-multiplier>
<redelivery-collision-avoidance-factor>0.15</redelivery-collision-avoidance-factor>
<max-redelivery-delay>50000</max-redelivery-delay>
<default-consumer-window-size>0</default-consumer-window-size>
</address-setting>
</address-settings>
<addresses>
<address name="DLQ">
<anycast>
<queue name="DLQ"/>
</anycast>
</address>
<address name="ExpiryQueue">
<anycast>
<queue name="ExpiryQueue"/>
</anycast>
</address>
</addresses>
<wildcard-addresses>
<routing-enabled>true</routing-enabled>
<delimiter>/</delimiter>
<any-words>#</any-words>
<single-word>*</single-word>
</wildcard-addresses>
</core>
</configuration>
正在使用的acceptor是端口为61616的artemis acceptor
使用 acceptor URL 参数 stompConsumerCredits。默认值为 10240 字节，这意味着代理将向每个客户端发送 10KB 的消息。如果第一个客户端足够快地处理这些消息，那么其他消费者可能会挨饿。假设你的 STOMP 消费者正在使用 stomp acceptor 那么你可以尝试这样的事情：
<acceptor name="stomp">tcp://0.0.0.0:61613?tcpSendBufferSize=1048576;tcpReceiveBufferSize=1048576;protocols=STOMP;useEpoll=true;stompConsumerCredits=1</acceptor>
请记住，基于 stompConsumerCredits 将消息分批发送给消费者是一种性能优化，它可以防止客户端和代理之间的大量网络 round-trips 来获取消息。我建议您测试 stompConsumerCredits 的不同值以找到您的 use-case 的最佳性能，因为对 2 个消费者使用较小的值实际上可能 减少 整体消息吞吐量 vs.对 1 个消费者来说价值很大。
此外，值得注意的是，在 ActiveMQ Artemis 2.16.0（尚未发布）中，您将能够在 STOMP [=19] 上使用自定义 header（即 consumer-window-size） =] 框架来针对每个客户端进行调整，而不是将其设置为所有消费者的 acceptor 级别。
如图所示，在 queue - /queue/msgs 上发布的 n 条消息中，消费者之间的分布（STOMP-Consumer 1 和 STOMP-Consumer 2) 是不均匀的。我可以观察到，STOMP-Consumer 2 只收到了 n 条消息中的一条消息。
两个消费者都传递了完全相同的 STOMP headers。那些如下-
STOMP 连接 Headers
- client-id：应用程序
踩踏订阅Headers
- durable-subscription-name: app-subscription
- auto-delete: 假
- 确认：client-individual
- 目的地：/queue/msgs
Broker.xml
<?xml version="1.0"?>
<configuration
xmlns="urn:activemq"
xmlns:xi="http://www.w3.org/2001/XInclude"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="urn:activemq /schema/artemis-configuration.xsd">
<core
xmlns="urn:activemq:core" xsi:schemaLocation="urn:activemq:core ">
<name>activemq-558f6696fc-2kx8q</name>
<persistence-enabled>true</persistence-enabled>
<journal-type>ASYNCIO</journal-type>
<paging-directory>data/paging</paging-directory>
<bindings-directory>data/bindings</bindings-directory>
<journal-directory>data/journal</journal-directory>
<large-messages-directory>data/large-messages</large-messages-directory>
<journal-datasync>true</journal-datasync>
<journal-min-files>2</journal-min-files>
<journal-pool-files>10</journal-pool-files>
<journal-device-block-size>4096</journal-device-block-size>
<journal-file-size>10M</journal-file-size>
<journal-buffer-timeout>24000</journal-buffer-timeout>
<journal-max-io>4096</journal-max-io>
<disk-scan-period>5000</disk-scan-period>
<max-disk-usage>90</max-disk-usage>
<critical-analyzer>true</critical-analyzer>
<critical-analyzer-timeout>120000</critical-analyzer-timeout>
<critical-analyzer-check-period>60000</critical-analyzer-check-period>
<critical-analyzer-policy>HALT</critical-analyzer-policy>
<page-sync-timeout>368000</page-sync-timeout>
<acceptors>
<acceptor name="artemis">tcp://0.0.0.0:61616?tcpSendBufferSize=1048576;tcpReceiveBufferSize=1048576;amqpMinLargeMessageSize=102400;protocols=CORE,AMQP,STOMP,HORNETQ,MQTT,OPENWIRE;useEpoll=true;amqpCredits=1000;amqpLowCredits=300;amqpDuplicateDetection=true</acceptor>
<acceptor name="amqp">tcp://0.0.0.0:5672?tcpSendBufferSize=1048576;tcpReceiveBufferSize=1048576;protocols=AMQP;useEpoll=true;amqpCredits=1000;amqpLowCredits=300;amqpMinLargeMessageSize=102400;amqpDuplicateDetection=true</acceptor>
<acceptor name="stomp">tcp://0.0.0.0:61613?tcpSendBufferSize=1048576;tcpReceiveBufferSize=1048576;protocols=STOMP;useEpoll=true</acceptor>
<acceptor name="hornetq">tcp://0.0.0.0:5445?anycastPrefix=jms.queue.;multicastPrefix=jms.topic.;protocols=HORNETQ,STOMP;useEpoll=true</acceptor>
<acceptor name="mqtt">tcp://0.0.0.0:1883?tcpSendBufferSize=1048576;tcpReceiveBufferSize=1048576;protocols=MQTT;useEpoll=true</acceptor>
</acceptors>
<security-settings>
<security-setting match="#">
<permission type="createNonDurableQueue" roles="amq"/>
<permission type="deleteNonDurableQueue" roles="amq"/>
<permission type="createDurableQueue" roles="amq"/>
<permission type="deleteDurableQueue" roles="amq"/>
<permission type="createAddress" roles="amq"/>
<permission type="deleteAddress" roles="amq"/>
<permission type="consume" roles="amq"/>
<permission type="browse" roles="amq"/>
<permission type="send" roles="amq"/>
<!-- we need this otherwise ./artemis data imp wouldn't work -->
<permission type="manage" roles="amq"/>
</security-setting>
</security-settings>
<message-expiry-scan-period>30000</message-expiry-scan-period>
<connection-ttl-override>60000</connection-ttl-override>
<address-settings>
<address-setting match="activemq.management#">
<dead-letter-address>DLQ</dead-letter-address>
<expiry-address>ExpiryQueue</expiry-address>
<redelivery-delay>0</redelivery-delay>
<!-- with -1 only the global-max-size is in use for limiting -->
<max-size-bytes>-1</max-size-bytes>
<message-counter-history-day-limit>10</message-counter-history-day-limit>
<address-full-policy>PAGE</address-full-policy>
<auto-create-queues>true</auto-create-queues>
<auto-create-addresses>true</auto-create-addresses>
<auto-create-jms-queues>true</auto-create-jms-queues>
<auto-create-jms-topics>true</auto-create-jms-topics>
</address-setting>
<address-setting match="/queue/#">
<default-address-routing-type>ANYCAST</default-address-routing-type>
<default-queue-routing-type>ANYCAST</default-queue-routing-type>
</address-setting>
<address-setting match="/topic/#">
<default-address-routing-type>MULTICAST</default-address-routing-type>
<default-queue-routing-type>MULTICAST</default-queue-routing-type>
</address-setting>
<address-setting match="#">
<dead-letter-address>DLQ</dead-letter-address>
<expiry-address>ExpiryQueue</expiry-address>
<auto-delete-queues>false</auto-delete-queues>
<auto-delete-jms-queues>false</auto-delete-jms-queues>
<auto-delete-jms-topics>false</auto-delete-jms-topics>
<auto-delete-addresses>false</auto-delete-addresses>
<max-size-bytes>-1</max-size-bytes>
<message-counter-history-day-limit>10</message-counter-history-day-limit>
<address-full-policy>PAGE</address-full-policy>
<auto-create-queues>true</auto-create-queues>
<auto-create-addresses>true</auto-create-addresses>
<auto-create-jms-queues>true</auto-create-jms-queues>
<auto-create-jms-topics>true</auto-create-jms-topics>
<redelivery-delay-multiplier>1</redelivery-delay-multiplier>
<redelivery-collision-avoidance-factor>0.15</redelivery-collision-avoidance-factor>
<max-redelivery-delay>50000</max-redelivery-delay>
<default-consumer-window-size>0</default-consumer-window-size>
</address-setting>
</address-settings>
<addresses>
<address name="DLQ">
<anycast>
<queue name="DLQ"/>
</anycast>
</address>
<address name="ExpiryQueue">
<anycast>
<queue name="ExpiryQueue"/>
</anycast>
</address>
</addresses>
<wildcard-addresses>
<routing-enabled>true</routing-enabled>
<delimiter>/</delimiter>
<any-words>#</any-words>
<single-word>*</single-word>
</wildcard-addresses>
</core>
</configuration>
正在使用的acceptor是端口为61616的artemis acceptor
使用 acceptor URL 参数 stompConsumerCredits。默认值为 10240 字节，这意味着代理将向每个客户端发送 10KB 的消息。如果第一个客户端足够快地处理这些消息，那么其他消费者可能会挨饿。假设你的 STOMP 消费者正在使用 stomp acceptor 那么你可以尝试这样的事情：
<acceptor name="stomp">tcp://0.0.0.0:61613?tcpSendBufferSize=1048576;tcpReceiveBufferSize=1048576;protocols=STOMP;useEpoll=true;stompConsumerCredits=1</acceptor>
请记住，基于 stompConsumerCredits 将消息分批发送给消费者是一种性能优化，它可以防止客户端和代理之间的大量网络 round-trips 来获取消息。我建议您测试 stompConsumerCredits 的不同值以找到您的 use-case 的最佳性能，因为对 2 个消费者使用较小的值实际上可能 减少 整体消息吞吐量 vs.对 1 个消费者来说价值很大。
此外，值得注意的是，在 ActiveMQ Artemis 2.16.0（尚未发布）中，您将能够在 STOMP [=19] 上使用自定义 header（即 consumer-window-size） =] 框架来针对每个客户端进行调整，而不是将其设置为所有消费者的 acceptor 级别。