Data Migration at Scale with RabbitMQ and Spring Integration

Sep 11, 20146 likes2,435 views

This document discusses data migration at scale using RabbitMQ and Spring Integration. It introduces Álvaro Videla, a developer advocate at Pivotal and co-author of RabbitMQ in Action. It then provides an overview of RabbitMQ, including that it is a multi-protocol messaging server, open source, polyglot, and written in Erlang. It also summarizes some key features of RabbitMQ such as persistent messages, publisher confirms, and dead letter exchanges.

Data Migration at Scale with
RabbitMQ and Spring Integration
By Álvaro Videla and Félix López
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Álvaro Videla
• Developer Advocate at Pivotal / RabbitMQ
• Co-Author of RabbitMQ in Action
• Creator of the RabbitMQ Simulator
• Blogs about RabbitMQ Internals: http://videlalvaro.github.io/
internals.html
• @old_sound — alvaro@rabbitmq.com — github.com/videlalvaro
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2

Álvaro Videla
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3
Co-authored
!
RabbitMQ in Action
http://bit.ly/rabbitmq

What is RabbitMQ
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4

RabbitMQ
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5

RabbitMQ
• Multi Protocol Messaging Server
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6

RabbitMQ
• Multi Protocol Messaging Server
• Open Source (MPL)
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7

RabbitMQ
• Multi Protocol Messaging Server
• Open Source (MPL)
• Polyglot
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8

RabbitMQ
• Multi Protocol Messaging Server
• Open Source (MPL)
• Polyglot
• Written in Erlang/OTP
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9

Multi Protocol
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http://bit.ly/rmq-protocols

Polyglot
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Polyglot
• Java
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12

Polyglot
• Java
• node.js
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13

Polyglot
• Java
• node.js
• Erlang
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14

Polyglot
• Java
• node.js
• Erlang
• PHP
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15

Polyglot
• Java
• node.js
• Erlang
• PHP
• Ruby
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16

Polyglot
• Java
• node.js
• Erlang
• PHP
• Ruby
• .Net
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17

Polyglot
• Java
• node.js
• Erlang
• PHP
• Ruby
• .Net
• Haskell
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http://www.rabbitmq.com/download.html
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Unix - Mac - Windows

Messaging with RabbitMQ
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A demo with the RabbitMQ Simulator
https://github.com/RabbitMQSimulator

RabbitMQ Simulator
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22

http://www.rabbitmq.com/blog/2012/05/11/some-queuing-theory-throughput-
latency-and-bandwidth/
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23

RabbitMQ Basic Qos Simulator
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Prevent Unbound Buffers
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25
λ = mean arrival time
μ = mean service rate
if λ > μ what happens?

Prevent Unbound Buffers
λ = mean arrival time
μ = mean service rate
if λ > μ what happens?
Queue length goes to infinity over time.
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27
https://www.rabbitmq.com/blog/2014/01/23/preventing-unbounded-buffers-
with-rabbitmq/

Recommended Reading
Performance Modeling and
Design of Computer Systems:
Queueing Theory in Action
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What you get out of the box
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Some RabbitMQ Features
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30

Some RabbitMQ Features
• Persistent Messages
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31

Some RabbitMQ Features
• Persistent Messages
• Publisher Confirms
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32

Some RabbitMQ Features
• Persistent Messages
• Publisher Confirms
• Message Acknowledgment
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33

Some RabbitMQ Features
• Persistent Messages
• Publisher Confirms
• Message Acknowledgment
• Mirrored Queues
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34

Some RabbitMQ Features
• Persistent Messages
• Publisher Confirms
• Message Acknowledgment
• Mirrored Queues
• Message Ordering
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35

Some RabbitMQ Features
• Dead Letter Exchanges
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37

Some RabbitMQ Features
• Dead Letter Exchanges
• Alternate Exchanges
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38

Some RabbitMQ Features
• Dead Letter Exchanges
• Alternate Exchanges
• Message and Queues TTLs
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39

Some RabbitMQ Features
• Dead Letter Exchanges
• Alternate Exchanges
• Message and Queues TTLs
• Consumer Priorities
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40

Some RabbitMQ Features
• Dead Letter Exchanges
• Alternate Exchanges
• Message and Queues TTLs
• Consumer Priorities
• Federation
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41

Some RabbitMQ Features
• Dead Letter Exchanges
• Alternate Exchanges
• Message and Queues TTLs
• Consumer Priorities
• Federation
• Shovel
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42

Management Interface / REST API
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49

Questions?
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52

Learn More. Stay Connected
@old_sound @flopezluis
@springcentral | spring.io/video
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