The Need to go Reactive | About the Reactive Extensions | Why Rx.rb? | Contributing | License
...is a set of libraries to compose asynchronous and event-based programs using observable collections and Enumerable module style composition in Ruby
Reactive Programming is a hot topic as of late, especially with such things as the Reactive Manifesto. Applications needs have changed over time with simple polling for data, to a full reactive system where data is pushed at you. Each time, we're adding more complexity, more data, and asynchronous behavior to our applications. How do we manage it all? How do we scale it? By moving towards "Reactive Architectures" which are event-driven, resilient and responsive. With the Reactive Extensions, you have all the tools you need to help build these systems.
The Reactive Extensions for Ruby (Rx.rb) is a set of libraries for composing asynchronous and event-based programs using observable sequences and fluent query operators that many of you already know by with the in Ruby. Using Rx.rb, developers represent asynchronous data streams with Observables, query asynchronous data streams using our many operators, and parameterize the concurrency in the asynchronous data streams using Schedulers. Simply put, Rx.rb = Observables + Operators + Schedulers.
When you're authoring applications with Ruby, there may be times when you want to deal with asynchronous programming and event-based programming, and synchronization is difficult and error prone.
Using Rx.rb, you can represent multiple asynchronous data streams (that come from diverse sources, e.g., stock quote, tweets, computer events, web service requests, etc.), and subscribe to the event stream using the Observer module. The Observable notifies the subscribed Observer instance whenever an event occurs.
Because observable sequences are data streams, you can query them using standard query operators implemented by the Observable module. Thus you can filter, project, reduce, compose and perform time-based operations on multiple events easily by using these our many operators. In addition, there are a number of other reactive stream specific operators that allow powerful queries to be written. Cancellation, exceptions, and synchronization are also handled gracefully by using the methods on the Observable module.
But the best news of all is that you already know how to program like this. Take for example the following Ruby code, where we get some stock data and then manipulate and then iterate the results.
# Get evens and double each
someSource
.select {|x| x.even? }
.map {|x| x * x }
.each {|x| puts x.to_s }Using Rx.rb, you can accomplish the same kind of thing with a push based collection with little to no change to your code at all, changing each to subscribe.
someSource
.select {|x| x.even? }
.map {|x| x * x }
.subscribe {|x| puts x.to_s }The overall goal of Rx.rb is to have a push based version of the Enumerable module with an added notion of time. Right now, the Observable module is not quite what we want because it does not allow for composition. That is no more than a simple implementation of the Subject/Observer pattern from the Gang of Four book, such as the following.
require 'observer'
class ArrayObservable
include Observable
def initialize(array)
@array = array
end
def run
index = 0
while index < @array.length
change #notify of change
notify_observers @array[index] # send the current value
index += 1
sleep 1
end
end
end
class ArrayObserver
def initialize(observable)
observable.add_observer(self)
end
def update(item)
puts item.to_s
end
end
observable = ArrayObservable [1,2]
observer = ArrayObserver.new(observable)
# 1
# 2But, how do you enable better composition so that you can compose together Observable instances? In this current model, this can't happen. That's why we need the Reactive Extensions for Ruby. Not only that, but we can at any point in the computation, change the concurrency model to be immediate, on a new thread, or on another machine.
There are many implementations of the Reactive Extensions such as RxJS, Rx.NET, Java/JVM/Clojure/Scala/JRuby/Groovy and ObjC/ReactiveCocoa. Our goal is to have one operate like the JRuby one, but be available to all users of Ruby regardless of VM.
We'd like it to be much like our JavaScript version, RxJS but be able to handle multi-threading, parallelism, and in addition, go across the network.
Instead, our goal is to make the Observable module look exactly like the Enumerable module in that you can write any query method over it to produce a value, but have it push based. This could become yet another competitor to EventMachine in which we have rich composition over events, whether locally or across the network.
So, take an example, zipping two Arrays.
a = [ 4, 5, 6 ]
b = [ 7, 8, 9 ]
[1, 2, 3].zip(a, b) #=> [[1, 4, 7], [2, 5, 8], [3, 6, 9]]
[1, 2].zip(a, b) #=> [[1, 4, 7], [2, 5, 8]]
a.zip([1, 2], [8]) #=> [[4, 1, 8], [5, 2, nil], [6, nil, nil]]Now, we could do something similar in Rx.rb with two observable sequences:
require 'rx'
a = RX::Observable.from_array [ 4, 5, 6 ]
b = RX::Observable.from_array [ 7, 8, 9 ]
sub = a.zip(b).subscribe {|arr| puts arr.to_s }
# => "[4, 7]"
# => "[5, 8]"
# => "[6, 9]"
# unsubscribes from the sequence and cleans up anything
sub.unsubscribeThe difference here is that zip returns an RX::Observable instead of an Enumerable. And once you call subscribe it's much like each but takes an observer, or perhaps just some blocks, lambdas, etc. The subscription handed back contains the cancellation logic. For example, if you are listening to events and you no longer want to listen, then you can call unsubscribe on the sub variable above.
What's the end goal? The first part is where we want to support the main Enumerable module methods in the Observable module and have them react the same way, but push instead of pull based. Then from there, we can explore such things as multi-threading, and calls across the network.
If you want to find out more, please check out the JavaScript version, RxJS, which has more details on the overall goals.
Our overall goal is to make this one of the best Rx libraries out there, better than RxJS, RxPy, ReactiveCocoa, RxJava, etc, all while maintaining the "Ruby Way".
You can contribute by reviewing and sending feedback on code checkins, suggesting and trying out new features as they are implemented, submit bugs and help us verify fixes as they are checked in, as well as submit code fixes or code contributions of your own. Note that all code submissions will be rigorously reviewed and tested by the Rx Team, and only those that meet an extremely high bar for both quality and design/roadmap appropriateness will be merged into the source.
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Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
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