async goes mainstream: 7 reactive programming tools you must know
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7 Reactive Programming Tools You Must Know
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What it actually means to be Reactive?
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Reactive Programming Tools
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1. AkkaOpen source Reactive toolkit is one of the most advanced yet stable approaches to software development today.
What’s unique about it?
• Message-Driven Actors & Futures
• Distributed by design
• Built for the JVM
•Links:• Download Akka
• Akka/hAkkers team
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2. ReactiveXAn API for asynchronous programming with observable streams.
Open source and awaiting contributions, used by companies like Github, Trello and Microsoft.
What’s unique about it?
• Observable streams
• Scheduler
• Language agnostic
•Links:• Get Started
• Twitter stream
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3. Typesafe ConductRA management tool for Operations to deploy and control Reactive applications running in a cluster.
Provides a RESTful API to integrate with existing tools (e.g. Amazon EC2, Docker, Puppet, Chef, Ansible and Akka Cluster)
What’s unique about it?
• Distributable and trackable by default
• Immutable deployments
• Load balancing and replication
•Link:• Product’s page
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4. TakipiDetects all caught and uncaught exceptions, HTTP and log errors, and shows the code and variable state that caused them.
What’s unique about it?
• Spend less time and energy debugging
• Know which errors affect you the most
• Deploying without risk
Click here to get started
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5. Kamon.ioOpen source set of tools to help monitor Reactive applications, enriching the ecosystem of Reactive tools.
What’s unique about it?
• Akka actors metrics and tracing
• Reporting to external services
• No code changeso Kamon instruments your bytecode to report
the metrics.
• Link:• Getting started guide
• Twitter stream
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6. AeronAn open source messaging library designed to deliver millions of messages per second, with microsecond latencies between machines.
What’s unique about it?
• Low latency
• Predictable Performanceo Steady and replicable response times to rely on.
•Link:
• Github guide
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7. LMAX DisruptorLMAX Disruptor is a messaging library for low latency Inter-Thread communication.
What’s unique about it?
• Multicast events
• Pre-allocate memory for events –o Allows for even lower latency messaging.
• Optionally lock-free
o Implemented with lock-free algorithms.
• Link:
• Home page
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Conclusion
We have seen some of the more advanced tools, libraries and frameworks available to support and debug Reactive applications.
Now we can hope for a future where all systems are responsive.
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