Reactive programing with RxJS

Reactive programming and RxJS

Reactive programming
Observables
- Creating observables
- Operators
- Higher order observables
- Error-handling
- Examples

Reactive programming

System complexity

Reactive Programming

Product

Vendor

Cart

Cupon

Sale

Payment

User profile

Invoice

Reactive Programming

Cart

Invoice

Add product...

...update the total

Reactive Programming

Cart

Invoice

import {Invoice} from './invoice';

class Cart {
    
    constructor(invoice: Invoice){ ... }
    
    addProduct(product) {
        ...
        this.invoice.update(product); // needs to be public
        ...
    }
}

Passive

Proactive

Reactive Programming

Cart

Invoice

import {Cart} from './cart';

class Invoice {
    
    constructor(cart: Cart){ ... }
    
    init() {
        ...
        this.cart.onCartChange( callback )

    }
}

Reactive

Listenable

Reactive Programming

Cart

Cupon

Sale

Payment

Invoice

What does it affect? - look inside
How does it work? - find usages

Passive programming

remote setters and updates

Reactive Programming

Cart

Cupon

Sale

Payment

Invoice

What does it affect? - find usages of events
How does it work? - look inside

Reactive programming

events, observation and self updates

Reactive Programming

// concert spectators
let inMainStand = 300;
let inVipStand = 50;

// code...

let total = inMainStand + inVipStand; // 350

// code...

inMainStand += 60;

console.log(total); // total = ?

total = inMainStand + inVipStand; // 410

imperatively recalculate the value of total

Reactive Programming

Interruptions in web applications

API events
WebSockets
User-triggered events
Timers (setTimeout, setInterval)

Managing side-effects

SYNC

ASYNC

SINGLE

MULTIPLE

function

Reactive Programming

SYNC

Reactive Programming

function add(a, b) {
  return a + b;
}

add(1,2); // imediately returns 3

add(2,3); // imediately returns 4

Reactive Programming

Managing side-effects

SYNC

ASYNC

SINGLE

MULTIPLE

function

generators

Reactive Programming

function *generatorFunction() { 
  yield 'Hello, ';
  yield 'World!';
}

const generatorObject = generatorFunction(); 
generatorObject.next(); // {value: "Hello, ", done: false}
generatorObject.next(); // {value: "World!", done: false}
generatorObject.next(); // {value: undefined, done: true}

Reactive Programming

Managing side-effects

SYNC

ASYNC

SINGLE

MULTIPLE

function

promises

generators

Reactive Programming

const promise = new Promise((resolve, reject) => {
  someAsyncFunction(err, data) {
    if(err) return reject(err);
    
    resolve(data)
  }
});

promise
  .then(value => console.log(value))
  .catch(error => console.log(err))

Reactive Programming

Managing side-effects

SYNC

ASYNC

SINGLE

MULTIPLE

function

promises

generators

observables

PULL

PUSH

Observables

OBSERVABLES

A stream of data ( 0 or more values of any type)

Pushed over any amount of time (can end, but not necessarily)

Cancelable ( can be stopped from emitting a value - unsubscribed)

Lazy - won't emit values until we subscribe to them

Reactive Programming

Observer pattern

Image credits:

https://vincenttunru.com/3-metaphors-that-show-the-power-of-the-Observable/

Iterator pattern

getData(
  function(successResult) {
    // do something with the data
  },
  function(faliureError) {
    // handle the error
  },
);

Async with callbacks

AJAX with promises

result
  .then(...)
  .then(...)
  .then(...)

let result = fetch('api/users.json');

result
  .then(success => {
    // handle success
  })
  .catch(error => {
    // handle error
  })

Async/await

function asyncTask(i) {
    return new Promise(resolve => resolve(i + 1));
}
async function runAsyncTasks() {
    const res1 = await asyncTask(0);
    const res2 = await asyncTask(res1);
    const res3 = await asyncTask(res2);
    return "Everything done"
}
runAsyncTasks().then(result => console.log(result));

Observables

Unifying callbacks, promises and event handlers

Shape of an observable:

A function
accepts an observer ( an object with `next`, `error` and `complete` methods on it)
returns a cancellation function

Excersises: bit.ly/bjs-rxjs-ex1

Creating an Observable

let observable$ = new Observable(() => {

})

Observable

read-only - consumer
plain function
exposes 3 channels: next, error and complete

Creating an Observable

let observable$ = new Observable(observer => {
  observer.next(1);
  observer.next(2);
})

Observer

write-only - producer
instance passed to observable
provide next, error and complete methods
just an interface

Creating an Observable

let observable$ = new Observable(observer => {
  observer.next(1);
  observer.next(2);
})

observable$.subscribe(value => {
  console.log(value)
}

Subscription

triggers the observable execution
returns an unsubscribe() method that stops the observable

Creating an Observable

let observable$ = new Observable(observer => {
  observer.next(1);
  observer.next(2);

  return () => {
    // cleanup resources when done
  };
})

const subscription = observable$.subscribe(value => {
  console.log(value)
})

subscription.unsubscribe(); // stop emitting values

Creating an Observable

let observable$ = new Observable(observer => {
  observer.next(1);
  observer.next(2);

  observer.error(new Error('Bad'));
})

const subscription = observable$.subscribe(
  value => { console.log(value)},
  error => { console.log(error.message)}
)

Creating an Observable

Creation functions

of(value1, value2, value3)
from(promise/itterable/observable)
fromEvent(target, eventName)
interval(time)
timer(time)

Hot vs Cold observables

COLD is when your observable creates the producer

// COLD
var cold = new Observable((observer) => {
  var producer = new Producer();
  // have observer listen to producer here
});

producer is created and activated during subscription
unicast => everyone gets their own instance
observables are "cold" by default

Hot vs Cold observables

HOT is when your observable closes over the produce

// HOT
var producer = new Producer();
var cold = new Observable((observer) => {
  // have observer listen to producer here
});

producer is created and activated outside and independent of subscription
multicast => shared reference to the producer

Subjects

Observables are unicast - each subscriber manages its own execution context

Subjects are multicast observables - values are multicasted to many Observers

Types of subjects

BehaviorSubject - has the notion of "current value"
ReplaySubject - can record part of it's execution

Operators

Observables are collections of pushed values or events that we can:

query (filter)
transform (map)
accumulate (reduce)
join
flatten
more...

Array functions

let array = [1,2,3,4,5];

array
  .map(v => v * v)
  .filter(v => v > 5 && v < 20)
  .reduce((acc, curr) => acc + curr, 0)

// 25

Array functions

Operators

let observable$ = from([1,2,3,4,5]);

observable$
  .pipe(
    map(v => v * v),
    filter(v => v > 5 && v < 20),
    reduce((acc, curr) => acc + curr, 0)
  )
  .subscribe(val => console.log(val))

// 25

Higher order observbles

const buttonObs$ = fromEvent(querySelector('button'), 'click');

buttonObs$.subscribe(() => {
  http$.get('/api/users').subscribe( data => {
    // handle loaded data
  })
})

https://stackblitz.com/edit/rxjs-adv-4

Error Handling

const obs$ = new Observable(observer => {
  observer.closed;    // false 
  observer.next(1);   // emit 1
  observer.complete();
  observer.closed;    // true
  observer.next(2);   // won't emit
});

Completing a stream

Error Handling

A stream can only error once

const obs$ = new Observable(observer => {
  observer.closed;    // false 
  observer.next(1);   // emit 1
  observer.error(new Error('Bad!'));
  observer.closed;    // true
  observer.next(2);   // won't emit
});

obs$
  .subscribe({
    next: v => console.log(v),
    error: e => console.log(e.message)
  });

Error Handling

A stream can only error once

const obs$ = new Observable(observer => {
  observer.next(1);
  observer.error(new Error('BANG!'));
}).pipe(
  catchError(err => {
    console.log('Intercepted error:' + err);
    return of('I got this');
  })
)

obs$.subscribe(v => console.log(v));

// 1   'I got this'

Error Handling

Recovering after an error - the retry operator

const getData$ = http.get('/api/users')
    .pipe(
        retry(3),
        catchError(() => of('Something went wrong');
    )

getData$.subscribe(value => console.log(value));

Error Handling

Recovering after an error - the retry operator

const getData$ = http.get('/api/users')
    .pipe(
        retry(3),
        catchError(() => of('Something went wrong');
    )

getData$.subscribe(value => console.log(value));

Reactive programing with RxJS

Contents

Reactive programming

System complexity

Reactive Programming

Reactive Programming

Reactive Programming

Reactive Programming

Reactive Programming

Reactive Programming

Reactive Programming

Reactive Programming

Reactive Programming

Reactive Programming

Reactive Programming

Reactive Programming

Reactive Programming

Reactive Programming

Reactive Programming

Reactive Programming

Reactive Programming

Observables

OBSERVABLES

Reactive Programming

Async with callbacks

AJAX with promises

Async/await

Observables

Creating an Observable

Creating an Observable

Creating an Observable

Creating an Observable

Creating an Observable

Creating an Observable

Hot vs Cold observables

COLD is when your observable creates the producer

Hot vs Cold observables

HOT is when your observable closes over the produce

Subjects

Operators

Array functions

Array functions

Operators

Higher order observbles

Error Handling

Error Handling

Error Handling

Error Handling

Error Handling

Thank You!