Reaxive
Reaxive is a reactive event handling library, inspired by Elm (http://elm-lang.org) and Reactive Extensions. It implements the kind of asynchronous collections JosΓ© Valim talked about in his keynotes on ElixirConf2014 and ElixirConfEU 2015.
Usage
Preparations
To use Reaxive you have to add it to your Mix dependencies
deps: [
{:reaxive, "~> 0.1.0"}
]
and add the reaxive
and the logger
application to your required applications
applications: [:kernel, :reaxive, :logger]
Using Reaxive
Now you can use Reaxive. All the combinators are defined in the module
Reaxive.Rx
(see http://hexdocs.pm/reaxive/). Basically, they follow the
naming scheme from other reactive frameworks, such as Reactive Extensions
(.NET), RxScala or RxJS. Hence the wonderful marble diagrams of RX (see e.g.
http://rxmarbles.com/) can be used to understand the combinators' semantics.
alias Reaxive.Rx
1..100
|> Rx.generate
|> Rx.map(&(&+1))
|> Rx.filter(&Integer.is_odd/1)
|> Rx.as_text
|> Rx.sum
The combinators are building a pipeline for event processing spawing new processes on-demand. Adhering to the protocol should be sufficient that these processes are automatically stopped again. This is extremely important, since otherwise we get a process leak in our system which will eat up all system resources.
The protocols, which lay the foundation for Reaxive, can also be found at http://hexdocs.pm/reaxive/ .
Future Development Steps
Important tasks for the future are:
- simpily and streamline the implementation
- add more of the missing combinators
- develop a concept of when and how to integrate with OTP Supervision
- gain experience of using in Reaxive, .e.g by applying to Phoenix Channels
- apply property based testing (using PropEr?)
- apply the dialyzer
History
The v0.1.0 series supports Elixir 1.1.0 and later.
In the v0.0.3 series, we introduce cancellable generators. We also implement
JosΓ© Valim's async
operator to break a synchronous pipeline into
asynchronuous pieces
Subjects are a re-implementation of Rx.Impl
. Major ideas:
- separate subscription handling from event handling
- subscriptions
- implement the boolean predicate
is_unsubscribed
as shown in the slides - functions for adding and removing subscribers from a subscription
- implement the boolean predicate
- can subscriptions be implemented without a
GenServer
? - event handling should be done in a pure functional setting with explicit accumulators
- Re-use
compose
and theRx.Sync
functions as combinators - combinators operate on a
Observeable
- Send composed events to subscribers
- Re-use
- we need a better mechanism to automatically stop processes or to detect that they not running any more (==> monitoring or providing a general abstraction for calling functions on not-existing gen-servers)
The first code version (v0.0.1) has conceptual problems which showed up during testing. As any observable lives in its own process, we have maxium of concurrency. This results in pushing events from the front while later transformations are not properly setup. Due to this, some of the first events may be swallowed and disappear, so the tests fail because not all events are piped through the entire sequence of transformation.
The code v0.0.2 series is a major rework that implements ideas of
and also inspired by Clojure's transducers introduced by Rich Hickey
Contributing
Please use the GitHub issue tracker for
- bug reports and for
- submitting pull requests
License
Reaxive is provided under the Apache 2.0 License.