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Queues With
RabbitMQ
 
Lorna Mitchell, IBM
Introducing Queues
Use queues to:
• asynchronously process tasks in your (existing) application
• e.g. sending email, processing uploads
• provide loose coupling points
• e.g. delegate heavy tasks, split ownership/technology
• enable parts of the system to scale appropriately
• e.g. an event in one system causes a thousand other
actions
@lornajane
Queue Tools
A selection of queue-ish tools
• RabbitMQ* http://www.rabbitmq.com/
• Gearman http://gearman.org/
• Beanstalkd http://kr.github.io/beanstalkd/
• Kafka https://kafka.apache.org/
• Redis https://redis.io/
 
* RabbitMQ is used in today's examples
@lornajane
Getting To Know
RabbitMQ
@lornajane
Management Plugin
https://www.rabbitmq.com/management.html
@lornajane
Getting To Know RabbitMQ
Some vocabulary
• broker: the RabbitMQ instance
• exchange: where to send the messages to
• queue: where messages wait to be processed
• binding key: rules for which messages go into this queue
• message: the data to be processed
• routing key: message route information
• consumer: worker script to processes the messages
@lornajane
RabbitMQ Exchanges
Exchanges are the routing logic of RabbitMQ
 
Messages go to exchanges and the exchanges put them into
the correct queues for storage
@lornajane
Types Of Exchange
Direct: a given routing key puts messages onto the matching
queue(s)
 
Topic: queues are bound by key, and messages are routed to
as many queues as their routing key matches
 
Fanout: messages go to all queues bound to this exchange
@lornajane
Default Exchange
There is a default exchange in RabbitMQ
 
Its name is '' and routing is on queue name
@lornajane
RabbitMQ Queues
Queues can:
• have wildcards in binding keys
• be durable (messages have their own durability)
• have a maximum length
• be configured with a "dead letter exchange"
 
If producer needs feedback, create another queue to put
status updates into
@lornajane
Example App: Webhooks
@lornajane
Example App: Webhooks
(code: https://github.com/ibm-watson-data-lab/guestbook )
 
A simple guestbook application is extended to allow webhook
notifications of new comments.
@lornajane
Example App: Webhooks
@lornajane
Example App: Webhooks
@lornajane
Example App: Webhooks
 
@lornajane
Processing Messages
@lornajane
Creating Workers
Workers are disposable!
 
• if things go wrong, exit
• separate tool to monitor/restart as needed
• beware long-running process hazards
• everything processed "at least once" (but maybe more than
once, and in any order...)
@lornajane
Independent Workers
@lornajane
Independent Workers
For best results:
• awesome, aggregated logging
• monitoring: queue size, worker uptime, processing time
• miniminum viable dependencies
@lornajane
Completed Messages
• acknowledge when messages are processed successfully
• can acknowledge failure
• reject the message
• optionally: requeue
@lornajane
Dead Letter Queues
• reject without requeue
• exceed TTL
• queue length exceeded
@lornajane
Retries
Implement your own logic to handle retries
 
Create a new message with:
• all the existing message contents
• plus some metadata such as retry count or backoff time
@lornajane
Feedback Mechanisms
Rabbit is fire-and-forget; work is delegated
 
Common pattern: return queue to put updates into for the
original producer then to consume.
@lornajane
Example App: Webhooks
 
@lornajane
Example App: Webhooks
@lornajane
Queues With RabbitMQ
@lornajane
Queues With RabbitMQ
 
Queues are awesome for scalability and robustness
 
RabbitMQ is open source, lightweight and fast
 
Queues help us meet the requirements for modern
applications
@lornajane
Thanks!
Resources:
• RabbitMQ: https://www.rabbitmq.com/
• Resilience: https://lrnja.net/rabbitfail
• Blog: https://lornajane.net
• Code: https://github.com/ibm-watson-data-lab/guestbook
 
• @lornajane
• lorna.mitchell@uk.ibm.com
@lornajane

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