in action with
Reactive Programming
RxJS 5
Paul Taylor
@trxcllnt
UI PLATFORM TEAM @
Falcor
RxJS 5
ReactiveX.io/rxjs
github.com/reactivex/rxjs
Entropy causes us to experience time in only one direction
Relativity
Is Time Symmetric
Hardware
Experiences Forward Time
But Software Can Be
Time Symmetric
time
t = 0
t = -10
t = 10
(x, y)
[{x, y}]
[{x', y'}]
???
past
future
Our representation for data in
the isn't symmetrical with our representation of data in the
EventEmitter
-
listeners[]
-
emit(event, data)
-
addListener(e, observer)
-
removeListener(e, observer)
function emit(event, data) {
listeners[event].forEach(listener =>
listener(data)
}
Generator
- yield next value
- throw an error
- return when done
EventEmitter
- notify next value
Observable
- notify next value
- notify on error
- notify on complete
Iterator
Event Handler
- use next value
- catch errors
- exit when done
- break early
Observer
- handle next value
- handle errors
- handle completion
- unsubscribe early
- handle next value
4. unsubscribe early
(next, ...) error|complete
makes all this possible:
map
filter
reduce
concat
flatten
reverse
groupBy
join
sort
find
skip
pluck
partition
zip
Generators
Iterators
Interactive Programming is when pull values from
Observers
Observables
Reactive Programming
is when push data to
&
Consumers
Producers
Reactive Programming flips the direction of the arrow between
Iterator
Observer
Generator
Observable
pull
push
DUALITY
[
]
Arrays
[
]
0s
1s
2s
2.5s
4s
Observables
ReactiveX Family
Rx.NET
RxJava
RxScala
RxClojure
RxSwift
RxPHP
and others
RxJS + Angular 2
Observables
are making their way through TC39 as we speak
https://tc39.github.io/proposal-observable/
Anatomy of Observable
CREATION
SUBSCRIPTION
DISPOSAL
Anatomy of Observable
var randomNumbers = new Observable((observer) => {
var i = setTimeout(() => {
observer.next(Math.random());
observer.complete();
}, 100);
return () => clearTimeout(i);
});
var subscription = randomNumbers.subscribe({
next(x) { console.log(x); },
error(e) { console.error(e); },
complete() { console.log('done') }
});
subscription.unsubscribe();
Anatomy of Observable
randomNumbers.subscribe((x) => console.log(x));
// > 1: 0.1231982301923192831231
randomNumbers.subscribe((x) => console.log(x));
// > 2: 0.8178491823912837129834
???
Anatomy of Observable
var randomNumbers = new Observable((observer) => {
var i = setTimeout(() => {
observer.next(Math.random());
observer.complete();
}, 100);
return () => clearTimeout(i);
});
Each Observer is run in an isolated memory space
Observable is a function that, when invoked, returns 0-∞ values between now and the end of time.
.map(ball => makeSquare(ball))
Operators
Operators
map, filter, scan, reduce, flatMap, zip, combineLatest, take, skip, timeInterval, delay, debounce, sample, throttle, ...
Methods that Perform
Calculations with the Values
like lodash, but for data from the future
Schedulers
Schedulers
Centralized Dispatchers to Control Time and Coorinate Concurrency
Immediate
Timeout
RequestAnimationFrame
combines
RxJS
functional
programming,
schedulers,
and
reactive programming
You Will Feel Like
an immortal
Time Wizard
async
^
Now let's
What can be Observed?
lots of things
Observable
.fromEvent(document, 'mousedown')
Observable
.interval(0, Scheduler.animationFrame)
Observable
.bindNodeCallback(fs.readdir)
Observable
.from(Promise.resolve('I guess?'))
Observable
.ajax('localhost:9000/getData.json')
Observable
.webSocket('ws://localhost:9001')
.scan((x, y) => x + y, 0)
scan
3
2
24
7
18
3
5
29
36
54
.flatMap(x => )
flatMap
3
24
18
x*2
x*2
x*2
6
6
6
48
48
48
36
36
36
.takeUntil( )
takeUntil
3
2
24
7
18
3
2
.windowTime(100)
windowTime
3
2
24
7
18
3
5
29
36
54
RxJS Resources
http://reactivex.io/
http://rxmarbles.com/
github.com/ReactiveX/RxJS
https://redux-observable.js.org
https://tc39.github.io/proposal-observable/
Reactive Programming In Action with RxJS 5
By ptaylor
Reactive Programming In Action with RxJS 5
- 3,056