RabbitMQ durable error when consuming

### Search before asking

- [X] I had searched in the [issues](https://github.com/apache/eventmesh/issues?q=is%3Aissue) and found no similar issues.

### Environment

Mac

### EventMesh version

master

### What happened

I'm the event mesh with rabbitMQ as the store. Producing messages is working fine and it nicely appears in my RabbitMq dashboard. However when I try to consume messages via Apache Event Mesh (HTTP API call), then I'm seeing this error:
`2023-11-30 13:01:35,309 ERROR [EventMesh-Rabbitmq-Consumer-1] RabbitmqConsumerHandler(RabbitmqConsumerHandler.java:71) - [RabbitmqConsumerHandler] thread run happen exception.
com.rabbitmq.client.AlreadyClosedException: channel is already closed due to channel error; protocol method: #method(reply-code=406, reply-text=PRECONDITION_FAILED - inequivalent arg 'durable' for exchange 'eventmesh.default' in vhost '/': received 'true' but current is 'false', class-id=40, method-id=10)
at com.rabbitmq.client.impl.AMQChannel.ensureIsOpen(AMQChannel.java:258) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.rpc(AMQChannel.java:341) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.privateRpc(AMQChannel.java:282) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.exnWrappingRpc(AMQChannel.java:141) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.ChannelN.basicGet(ChannelN.java:1154) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.recovery.AutorecoveringChannel.basicGet(AutorecoveringChannel.java:434) ~[amqp-client-5.16.0.jar:5.16.0]
at org.apache.eventmesh.storage.rabbitmq.consumer.RabbitmqConsumerHandler.run(RabbitmqConsumerHandler.java:53) [eventmesh-storage-rabbitmq-1.9.0-release.jar:1.9.0-release]
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142) [?:1.8.0_111]
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617) [?:1.8.0_111]
at java.lang.Thread.run(Thread.java:745) [?:1.8.0_111]`

Initially I had the RabbitMQ exchange configured as durable but I changed it to transient. However the problem is still there. Here is the config in RabbitMQ:

And the queue:

Anyone faced this issue before? I tried with multiple different settings but still no luck.

### How to reproduce

Configure RabbitMQ as store. Consume a message via an HTTP API call.

### Debug logs

2023-11-30 13:01:35,309 ERROR [EventMesh-Rabbitmq-Consumer-1] RabbitmqConsumerHandler(RabbitmqConsumerHandler.java:71) - [RabbitmqConsumerHandler] thread run happen exception.
com.rabbitmq.client.AlreadyClosedException: channel is already closed due to channel error; protocol method: #method(reply-code=406, reply-text=PRECONDITION_FAILED - inequivalent arg 'durable' for exchange 'eventmesh.default' in vhost '/': received 'true' but current is 'false', class-id=40, method-id=10)
at com.rabbitmq.client.impl.AMQChannel.ensureIsOpen(AMQChannel.java:258) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.rpc(AMQChannel.java:341) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.privateRpc(AMQChannel.java:282) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.exnWrappingRpc(AMQChannel.java:141) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.ChannelN.basicGet(ChannelN.java:1154) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.recovery.AutorecoveringChannel.basicGet(AutorecoveringChannel.java:434) ~[amqp-client-5.16.0.jar:5.16.0]
at org.apache.eventmesh.storage.rabbitmq.consumer.RabbitmqConsumerHandler.run(RabbitmqConsumerHandler.java:53) [eventmesh-storage-rabbitmq-1.9.0-release.jar:1.9.0-release]
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142) [?:1.8.0_111]
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617) [?:1.8.0_111]
at java.lang.Thread.run(Thread.java:745) [?:1.8.0_111]
2023-11-30 13:01:35,309 ERROR [EventMesh-Rabbitmq-Consumer-1] RabbitmqConsumerHandler(RabbitmqConsumerHandler.java:71) - [RabbitmqConsumerHandler] thread run happen exception.
com.rabbitmq.client.AlreadyClosedException: channel is already closed due to channel error; protocol method: #method(reply-code=406, reply-text=PRECONDITION_FAILED - inequivalent arg 'durable' for exchange 'eventmesh.default' in vhost '/': received 'true' but current is 'false', class-id=40, method-id=10)
at com.rabbitmq.client.impl.AMQChannel.ensureIsOpen(AMQChannel.java:258) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.rpc(AMQChannel.java:341) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.privateRpc(AMQChannel.java:282) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.exnWrappingRpc(AMQChannel.java:141) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.ChannelN.basicGet(ChannelN.java:1154) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.recovery.AutorecoveringChannel.basicGet(AutorecoveringChannel.java:434) ~[amqp-client-5.16.0.jar:5.16.0]
at org.apache.eventmesh.storage.rabbitmq.consumer.RabbitmqConsumerHandler.run(RabbitmqConsumerHandler.java:53) [eventmesh-storage-rabbitmq-1.9.0-release.jar:1.9.0-release]
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142) [?:1.8.0_111]
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617) [?:1.8.0_111]
at java.lang.Thread.run(Thread.java:745) [?:1.8.0_111]
2023-11-30 13:01:35,309 ERROR [EventMesh-Rabbitmq-Consumer-1] RabbitmqConsumerHandler(RabbitmqConsumerHandler.java:71) - [RabbitmqConsumerHandler] thread run happen exception.
com.rabbitmq.client.AlreadyClosedException: channel is already closed due to channel error; protocol method: #method(reply-code=406, reply-text=PRECONDITION_FAILED - inequivalent arg 'durable' for exchange 'eventmesh.default' in vhost '/': received 'true' but current is 'false', class-id=40, method-id=10)
at com.rabbitmq.client.impl.AMQChannel.ensureIsOpen(AMQChannel.java:258) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.rpc(AMQChannel.java:341) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.privateRpc(AMQChannel.java:282) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.exnWrappingRpc(AMQChannel.java:141) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.ChannelN.basicGet(ChannelN.java:1154) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.recovery.AutorecoveringChannel.basicGet(AutorecoveringChannel.java:434) ~[amqp-client-5.16.0.jar:5.16.0]
at org.apache.eventmesh.storage.rabbitmq.consumer.RabbitmqConsumerHandler.run(RabbitmqConsumerHandler.java:53) [eventmesh-storage-rabbitmq-1.9.0-release.jar:1.9.0-release]
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142) [?:1.8.0_111]
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617) [?:1.8.0_111]
at java.lang.Thread.run(Thread.java:745) [?:1.8.0_111]
2023-11-30 13:01:35,309 ERROR [EventMesh-Rabbitmq-Consumer-1] RabbitmqConsumerHandler(RabbitmqConsumerHandler.java:71) - [RabbitmqConsumerHandler] thread run happen exception.
com.rabbitmq.client.AlreadyClosedException: channel is already closed due to channel error; protocol method: #method(reply-code=406, reply-text=PRECONDITION_FAILED - inequivalent arg 'durable' for exchange 'eventmesh.default' in vhost '/': received 'true' but current is 'false', class-id=40, method-id=10)
at com.rabbitmq.client.impl.AMQChannel.ensureIsOpen(AMQChannel.java:258) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.rpc(AMQChannel.java:341) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.privateRpc(AMQChannel.java:282) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.exnWrappingRpc(AMQChannel.java:141) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.ChannelN.basicGet(ChannelN.java:1154) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.recovery.AutorecoveringChannel.basicGet(AutorecoveringChannel.java:434) ~[amqp-client-5.16.0.jar:5.16.0]
at org.apache.eventmesh.storage.rabbitmq.consumer.RabbitmqConsumerHandler.run(RabbitmqConsumerHandler.java:53) [eventmesh-storage-rabbitmq-1.9.0-release.jar:1.9.0-release]
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142) [?:1.8.0_111]
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617) [?:1.8.0_111]
at java.lang.Thread.run(Thread.java:745) [?:1.8.0_111]
2023-11-30 13:01:35,309 ERROR [EventMesh-Rabbitmq-Consumer-1] RabbitmqConsumerHandler(RabbitmqConsumerHandler.java:71) - [RabbitmqConsumerHandler] thread run happen exception.
com.rabbitmq.client.AlreadyClosedException: channel is already closed due to channel error; protocol method: #method(reply-code=406, reply-text=PRECONDITION_FAILED - inequivalent arg 'durable' for exchange 'eventmesh.default' in vhost '/': received 'true' but current is 'false', class-id=40, method-id=10)
at com.rabbitmq.client.impl.AMQChannel.ensureIsOpen(AMQChannel.java:258) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.rpc(AMQChannel.java:341) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.privateRpc(AMQChannel.java:282) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.exnWrappingRpc(AMQChannel.java:141) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.ChannelN.basicGet(ChannelN.java:1154) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.recovery.AutorecoveringChannel.basicGet(AutorecoveringChannel.java:434) ~[amqp-client-5.16.0.jar:5.16.0]
at org.apache.eventmesh.storage.rabbitmq.consumer.RabbitmqConsumerHandler.run(RabbitmqConsumerHandler.java:53) [eventmesh-storage-rabbitmq-1.9.0-release.jar:1.9.0-release]
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142) [?:1.8.0_111]
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617) [?:1.8.0_111]
at java.lang.Thread.run(Thread.java:745) [?:1.8.0_111]
2023-11-30 13:01:35,309 ERROR [EventMesh-Rabbitmq-Consumer-1] RabbitmqConsumerHandler(RabbitmqConsumerHandler.java:71) - [RabbitmqConsumerHandler] thread run happen exception.
com.rabbitmq.client.AlreadyClosedException: channel is already closed due to channel error; protocol method: #method(reply-code=406, reply-text=PRECONDITION_FAILED - inequivalent arg 'durable' for exchange 'eventmesh.default' in vhost '/': received 'true' but current is 'false', class-id=40, method-id=10)
at com.rabbitmq.client.impl.AMQChannel.ensureIsOpen(AMQChannel.java:258) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.rpc(AMQChannel.java:341) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.privateRpc(AMQChannel.java:282) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.exnWrappingRpc(AMQChannel.java:141) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.ChannelN.basicGet(ChannelN.java:1154) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.recovery.AutorecoveringChannel.basicGet(AutorecoveringChannel.java:434) ~[amqp-client-5.16.0.jar:5.16.0]
at org.apache.eventmesh.storage.rabbitmq.consumer.RabbitmqConsumerHandler.run(RabbitmqConsumerHandler.java:53) [eventmesh-storage-rabbitmq-1.9.0-release.jar:1.9.0-release]
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142) [?:1.8.0_111]
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617) [?:1.8.0_111]
at java.lang.Thread.run(Thread.java:745) [?:1.8.0_111]
2023-11-30 13:01:35,309 ERROR [EventMesh-Rabbitmq-Consumer-1] RabbitmqConsumerHandler(RabbitmqConsumerHandler.java:71) - [RabbitmqConsumerHandler] thread run happen exception.
com.rabbitmq.client.AlreadyClosedException: channel is already closed due to channel error; protocol method: #method(reply-code=406, reply-text=PRECONDITION_FAILED - inequivalent arg 'durable' for exchange 'eventmesh.default' in vhost '/': received 'true' but current is 'false', class-id=40, method-id=10)
at com.rabbitmq.client.impl.AMQChannel.ensureIsOpen(AMQChannel.java:258) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.rpc(AMQChannel.java:341) ~[amqp-client-5.16.0.jar:5.16.0]
at com.rabbitmq.client.impl.AMQChannel.privateRpc(AMQChannel.java:282) ~[amqp-client-5.16.0.jar:5.16.0]

### Are you willing to submit PR?

- [X] Yes I am willing to submit a PR!

### Code of Conduct

- [X] I agree to follow this project's [Code of Conduct](https://www.apache.org/foundation/policies/conduct) *

Start with org.apache.eventmesh.storage.rabbitmq.consumer.RabbitmqConsumerHandler.java, especially the reported lines 53 and 71, and reproduce consumption through the HTTP API with RabbitMQ configured as the store. Trace the exchange declaration and compare its durable setting with the existing eventmesh.default exchange; done means consuming no longer produces the reported PRECONDITION_FAILED error.

Written by the indexing model from the issue text.