Data Migration at Scale with RabbitMQ and Spring
Transcript of Data Migration at Scale with RabbitMQ and Spring
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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 — [email protected] — github.com/videlalvaro
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Álvaro Videla
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Co-authored !
RabbitMQ in Action
http://bit.ly/rabbitmq
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What is RabbitMQ
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RabbitMQ
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RabbitMQ
• Multi Protocol Messaging Server
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RabbitMQ
• Multi Protocol Messaging Server • Open Source (MPL)
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RabbitMQ
• Multi Protocol Messaging Server • Open Source (MPL) • Polyglot
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RabbitMQ
• Multi Protocol Messaging Server • Open Source (MPL) • Polyglot • Written in Erlang/OTP
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Multi Protocol
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http://bit.ly/rmq-protocols
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Polyglot
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Polyglot
• Java
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Polyglot
• Java • node.js
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Polyglot
• Java • node.js • Erlang
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Polyglot
• Java • node.js • Erlang • PHP
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Polyglot
• Java • node.js • Erlang • PHP • Ruby
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Polyglot
• Java • node.js • Erlang • PHP • Ruby • .Net
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Polyglot
• Java • node.js • Erlang • PHP • Ruby • .Net • Haskell
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Polyglot
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Even COBOL!!!11
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http://www.rabbitmq.com/download.html
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Unix - Mac - Windows
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Messaging with RabbitMQ
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A demo with the RabbitMQ Simulator
https://github.com/RabbitMQSimulator
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RabbitMQ Simulator
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http://www.rabbitmq.com/blog/2012/05/11/some-queuing-theory-throughput-latency-and-bandwidth/
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RabbitMQ Basic Qos Simulator
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Prevent Unbound Buffers
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λ = mean arrival time
µ = mean service rate
if λ > µ what happens?
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Prevent Unbound Buffers
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λ = mean arrival time
µ = mean service rate
if λ > µ what happens?
Queue length goes to infinity over time.
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Prevent Unbound Buffers
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https://www.rabbitmq.com/blog/2014/01/23/preventing-unbounded-buffers-with-rabbitmq/
λ = mean arrival time
µ = mean service rate
if λ > µ what happens?
Queue length goes to infinity over time.
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Recommended Reading
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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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Some RabbitMQ Features
• Persistent Messages
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Some RabbitMQ Features
• Persistent Messages • Publisher Confirms
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Some RabbitMQ Features
• Persistent Messages • Publisher Confirms • Message Acknowledgment
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Some RabbitMQ Features
• Persistent Messages • Publisher Confirms • Message Acknowledgment • Mirrored Queues
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Some RabbitMQ Features
• Persistent Messages • Publisher Confirms • Message Acknowledgment • Mirrored Queues • Message Ordering
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Some RabbitMQ Features
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Some RabbitMQ Features
• Dead Letter Exchanges
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Some RabbitMQ Features
• Dead Letter Exchanges • Alternate Exchanges
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Some RabbitMQ Features
• Dead Letter Exchanges • Alternate Exchanges • Message and Queues TTLs
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Some RabbitMQ Features
• Dead Letter Exchanges • Alternate Exchanges • Message and Queues TTLs • Consumer Priorities
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Some RabbitMQ Features
• Dead Letter Exchanges • Alternate Exchanges • Message and Queues TTLs • Consumer Priorities • Federation
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Some RabbitMQ Features
• Dead Letter Exchanges • Alternate Exchanges • Message and Queues TTLs • Consumer Priorities • Federation • Shovel
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Some RabbitMQ Features
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Some RabbitMQ Features
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• SSL Connections
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Some RabbitMQ Features
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• SSL Connections • User Authentication
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Some RabbitMQ Features
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• SSL Connections • User Authentication • Per resource authorisation
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Some RabbitMQ Features
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• SSL Connections • User Authentication • Per resource authorisation • Different kinds of users
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Some RabbitMQ Features
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• SSL Connections • User Authentication • Per resource authorisation • Different kinds of users • Various authentication mechanisms via plugins (LDAP)
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Management Interface / REST API
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RabbitMQ
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RabbitMQ
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Flexibility
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Questions?
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