rxjs-2 可观察的

2023-10-14 19:03:46

Observable

Observables are lazy Push collections of multiple values. They fill the missing spot in the following table:

可能观察的对象是

	SINGLE	MULTIPLE
Pull	`Function`	`Iterator`
Push	`Promise`	`Observable`

Example. The following is an Observable that pushes the values 1, 2, 3 immediately (synchronously) when subscribed, and the value 4 after one second has passed since the subscribe call, then completes:

import { Observable } from 'rxjs';

const observable = new Observable(subscriber => {
  subscriber.next(1);
  subscriber.next(2);
  subscriber.next(3);
  setTimeout(() => {
    subscriber.next(4);
    subscriber.complete();
  }, 1000);
});

To invoke the Observable and see these values, we need to subscribe to it:

import { Observable } from 'rxjs';

const observable = new Observable(subscriber => {
  subscriber.next(1);
  subscriber.next(2);
  subscriber.next(3);
  setTimeout(() => {
    subscriber.next(4);
    subscriber.complete();
  }, 1000);
});

console.log('just before subscribe');
observable.subscribe({
  next(x) { console.log('got value ' + x); },
  error(err) { console.error('something wrong occurred: ' + err); },
  complete() { console.log('done'); }
});
console.log('just after subscribe');

Which executes as such on the console:

just before subscribe
got value 1
got value 2
got value 3
just after subscribe
got value 4
done

Pull versus Push

Pull and Push are two different protocols that describe how a data Producer can communicate with a data Consumer.

What is Pull? In Pull systems, the Consumer determines when it receives data from the data Producer. The Producer itself is unaware of when the data will be delivered to the Consumer.

Every JavaScript Function is a Pull system. The function is a Producer of data, and the code that calls the function is consuming it by "pulling" out a single return value from its call.

ES2015 introduced generator functions and iterators (function*), another type of Pull system. Code that calls iterator.next() is the Consumer, "pulling" out multiple values from the iterator (the Producer).

	PRODUCER	CONSUMER
Pull	Passive: produces data when requested.	Active: decides when data is requested.
Push	Active: produces data at its own pace.	Passive: reacts to received data.

What is Push? In Push systems, the Producer determines when to send data to the Consumer. The Consumer is unaware of when it will receive that data.

Promises are the most common type of Push system in JavaScript today. A Promise (the Producer) delivers a resolved value to registered callbacks (the Consumers), but unlike functions, it is the Promise which is in charge of determining precisely when that value is "pushed" to the callbacks.

RxJS introduces Observables, a new Push system for JavaScript. An Observable is a Producer of multiple values, "pushing" them to Observers (Consumers).

A Function is a lazily evaluated computation that synchronously returns a single value on invocation.
A generator is a lazily evaluated computation that synchronously returns zero to (potentially) infinite values on iteration.
A Promise is a computation that may (or may not) eventually return a single value.
An Observable is a lazily evaluated computation that can synchronously or asynchronously return zero to (potentially) infinite values from the time it's invoked onwards.

Observables as generalizations of functions

Contrary to popular claims, Observables are not like EventEmitters nor are they like Promises for multiple values. Observables may act like EventEmitters in some cases, namely when they are multicasted using RxJS Subjects, but usually they don't act like EventEmitters.

Observables are like functions with zero arguments, but generalize those to allow multiple values.

Consider the following:

function foo() {
  console.log('Hello');
  return 42;
}

const x = foo.call(); // same as foo()
console.log(x);
const y = foo.call(); // same as foo()
console.log(y);

We expect to see as output:

"Hello"
42
"Hello"
42

You can write the same behavior above, but with Observables:

import { Observable } from 'rxjs';

const foo = new Observable(subscriber => {
  console.log('Hello');
  subscriber.next(42);
});

foo.subscribe(x => {
  console.log(x);
});
foo.subscribe(y => {
  console.log(y);
});

And the output is the same:

"Hello"
42
"Hello"
42

This happens because both functions and Observables are lazy computations. If you don't call the function, the console.log('Hello') won't happen. Also with Observables, if you don't "call" it (with subscribe), the console.log('Hello') won't happen. Plus, "calling" or "subscribing" is an isolated operation: two function calls trigger two separate side effects, and two Observable subscribes trigger two separate side effects. As opposed to EventEmitters which share the side effects and have eager execution regardless of the existence of subscribers, Observables have no shared execution and are lazy.

Subscribing to an Observable is analogous to calling a Function.

Some people claim that Observables are asynchronous. That is not true. If you surround a function call with logs, like this:

console.log('before');
console.log(foo.call());
console.log('after');

You will see the output:

"before"
"Hello"
42
"after"

And this is the same behavior with Observables:

console.log('before');
foo.subscribe(x => {
  console.log(x);
});
console.log('after');

And the output is:

"before"
"Hello"
42
"after"

Which proves the subscription of foo was entirely synchronous, just like a function.

Observables are able to deliver values either synchronously or asynchronously.

What is the difference between an Observable and a function? Observables can "return" multiple values over time, something which functions cannot. You can't do this:

function foo() {
  console.log('Hello');
  return 42;
  return 100; // dead code. will never happen
}

Functions can only return one value. Observables, however, can do this:

import { Observable } from 'rxjs';

const foo = new Observable(subscriber => {
  console.log('Hello');
  subscriber.next(42);
  subscriber.next(100); // "return" another value
  subscriber.next(200); // "return" yet another
});

console.log('before');
foo.subscribe(x => {
  console.log(x);
});
console.log('after');

With synchronous output:

"before"
"Hello"
42
100
200
"after"

But you can also "return" values asynchronously:

import { Observable } from 'rxjs';

const foo = new Observable(subscriber => {
  console.log('Hello');
  subscriber.next(42);
  subscriber.next(100);
  subscriber.next(200);
  setTimeout(() => {
    subscriber.next(300); // happens asynchronously
  }, 1000);
});

console.log('before');
foo.subscribe(x => {
  console.log(x);
});
console.log('after');

With output:

"before"
"Hello"
42
100
200
"after"
300

Conclusion:

func.call() means "give me one value synchronously"
observable.subscribe() means "give me any amount of values, either synchronously or asynchronously"

Anatomy of an Observable

Observables are created using new Observable or a creation operator, are subscribed to with an Observer, execute to deliver next / error / complete notifications to the Observer, and their execution may be disposed. These four aspects are all encoded in an Observable instance, but some of these aspects are related to other types, like Observer and Subscription.

Core Observable concerns:

Creating Observables
Subscribing to Observables
Executing the Observable
Disposing Observables

Creating Observables

The Observable constructor takes one argument: the subscribe function.

The following example creates an Observable to emit the string 'hi' every second to a subscriber.

import { Observable } from 'rxjs';

const observable = new Observable(function subscribe(subscriber) {
  const id = setInterval(() => {
    subscriber.next('hi')
  }, 1000);
});

Observables can be created with new Observable. Most commonly, observables are created using creation functions, like of, from, interval, etc.

In the example above, the subscribe function is the most important piece to describe the Observable. Let's look at what subscribing means.

Subscribing to Observables

The Observable observable in the example can be subscribed to, like this:

observable.subscribe(x => console.log(x));

It is not a coincidence that observable.subscribe and subscribe in new Observable(function subscribe(subscriber) {...}) have the same name. In the library, they are different, but for practical purposes you can consider them conceptually equal.

This shows how subscribe calls are not shared among multiple Observers of the same Observable. When calling observable.subscribe with an Observer, the function subscribe in new Observable(function subscribe(subscriber) {...}) is run for that given subscriber. Each call to observable.subscribe triggers its own independent setup for that given subscriber.

Subscribing to an Observable is like calling a function, providing callbacks where the data will be delivered to.

This is drastically different to event handler APIs like addEventListener / removeEventListener. With observable.subscribe, the given Observer is not registered as a listener in the Observable. The Observable does not even maintain a list of attached Observers.

A subscribe call is simply a way to start an "Observable execution" and deliver values or events to an Observer of that execution.

Executing Observables

The code inside new Observable(function subscribe(subscriber) {...}) represents an "Observable execution", a lazy computation that only happens for each Observer that subscribes. The execution produces multiple values over time, either synchronously or asynchronously.

There are three types of values an Observable Execution can deliver:

"Next" notification: sends a value such as a Number, a String, an Object, etc.
"Error" notification: sends a JavaScript Error or exception.
"Complete" notification: does not send a value.

"Next" notifications are the most important and most common type: they represent actual data being delivered to an subscriber. "Error" and "Complete" notifications may happen only once during the Observable Execution, and there can only be either one of them.

These constraints are expressed best in the so-called Observable Grammar or Contract, written as a regular expression:

next*(error|complete)?

In an Observable Execution, zero to infinite Next notifications may be delivered. If either an Error or Complete notification is delivered, then nothing else can be delivered afterwards.

The following is an example of an Observable execution that delivers three Next notifications, then completes:

import { Observable } from 'rxjs';

const observable = new Observable(function subscribe(subscriber) {
  subscriber.next(1);
  subscriber.next(2);
  subscriber.next(3);
  subscriber.complete();
});

Observables strictly adhere to the Observable Contract, so the following code would not deliver the Next notification 4:

import { Observable } from 'rxjs';

const observable = new Observable(function subscribe(subscriber) {
  subscriber.next(1);
  subscriber.next(2);
  subscriber.next(3);
  subscriber.complete();
  subscriber.next(4); // Is not delivered because it would violate the contract
});

It is a good idea to wrap any code in subscribe with try/catch block that will deliver an Error notification if it catches an exception:

import { Observable } from 'rxjs';

const observable = new Observable(function subscribe(subscriber) {
  try {
    subscriber.next(1);
    subscriber.next(2);
    subscriber.next(3);
    subscriber.complete();
  } catch (err) {
    subscriber.error(err); // delivers an error if it caught one
  }
});

Disposing Observable Executions

Because Observable Executions may be infinite, and it's common for an Observer to want to abort execution in finite time, we need an API for canceling an execution. Since each execution is exclusive to one Observer only, once the Observer is done receiving values, it has to have a way to stop the execution, in order to avoid wasting computation power or memory resources.

When observable.subscribe is called, the Observer gets attached to the newly created Observable execution. This call also returns an object, the Subscription:

const subscription = observable.subscribe(x => console.log(x));

The Subscription represents the ongoing execution, and has a minimal API which allows you to cancel that execution. Read more about the Subscription type here. With subscription.unsubscribe() you can cancel the ongoing execution:

import { from } from 'rxjs';

const observable = from([10, 20, 30]);
const subscription = observable.subscribe(x => console.log(x));
// Later:
subscription.unsubscribe();

When you subscribe, you get back a Subscription, which represents the ongoing execution. Just call unsubscribe() to cancel the execution.

Each Observable must define how to dispose resources of that execution when we create the Observable using create(). You can do that by returning a custom unsubscribe function from within function subscribe().

For instance, this is how we clear an interval execution set with setInterval:

const observable = new Observable(function subscribe(subscriber) {
  // Keep track of the interval resource
  const intervalId = setInterval(() => {
    subscriber.next('hi');
  }, 1000);

  // Provide a way of canceling and disposing the interval resource
  return function unsubscribe() {
    clearInterval(intervalId);
  };
});

Just like observable.subscribe resembles new Observable(function subscribe() {...}), the unsubscribe we return from subscribe is conceptually equal to subscription.unsubscribe. In fact, if we remove the ReactiveX types surrounding these concepts, we're left with rather straightforward JavaScript.

function subscribe(subscriber) {
  const intervalId = setInterval(() => {
    subscriber.next('hi');
  }, 1000);

  return function unsubscribe() {
    clearInterval(intervalId);
  };
}

const unsubscribe = subscribe({next: (x) => console.log(x)});

// Later:
unsubscribe(); // dispose the resources

The reason why we use Rx types like Observable, Observer, and Subscription is to get safety (such as the Observable Contract) and composability with Operators.

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