JavaScript has multiple APIs that use callback functions that all do nearly the same thing with slight variations. Event listeners, array methods such as .forEach, promises, and NodeJS streams all are very close in the way they are written. Instead, in RxJS you'd unify all of these APIs under one abstraction.

 

Normal RxJS API:

import { from } from "rxjs";import { map, filter } from "rxjs/operators";from([1, 2, 3, 4])  .pipe(map(x => x * 2))  .pipe(filter(x => x < 5))  .subscribe(val => console.log(val)); // 2 // 4

 

We can build our own RxJS operator

First, Observable,

　　it has API:

{  subscribe() {}  pipe() {}  }

 

We can create a function call 'createObservable(subscribe)', take a subscribe function, return a subscribe and pipe function:

function createObservable(subscribe) {  return {    subscribe,    pipe(operator) {      return operator(this);    }  };}

 

We can use it to create Observables:

const numberObservable = createObservable(function(observer) {  [10, 20, 30, 40].forEach(x => {    observer.next(x);  });  observer.complete();});const clickObservable = createObservable(function(observer) {  document.addEventListener("click", function(ev) {    observer.next(ev);  });});

 

 

Second, Observer: 

　　Observer is easy, it takes a object which contains 'next', 'error', 'complete' functions:

const observer = {  next(x) {    console.log(x);  },  error(err) {    console.error(err);  },  complete() {    console.log("DONE");  }};

 

Third, Operator, map, filter:

map(fn)(observable)

filter(predFn)(observable)　　

It is important to know that map & filter, those operator, takes an inputObservable and will return an outputObservable.

We subscribe inputObservable, and inputObserver, inside inputObserver, we call outputObserver which is passed in from the consumer.

const map = fn => inputObservable => {  const outputObservable = createObservable(function(outputObserver) {    const observer = {      next(x) {        const res = fn(x);        outputObserver.next(res);      },      error(err) {        outputObserver.error(err);      },      complete() {        outputObserver.complete();      }    };    inputObservable.subscribe(observer);  });  return outputObservable;};const filter = fn => inputObservable => {  const outputObservable = createObservable(function(outputObserver) {    const observer = {      next(x) {        if (fn(x)) {          outputObserver.next(x);        }      },      error(err) {        outputObserver.error(err);      },      complete() {        outputObserver.complete();      }    };    inputObservable.subscribe(observer);  });  return outputObservable;};

 

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Full Code:

function createObservable(subscribe) {  return {    subscribe,    pipe(operator) {      return operator(this);    }  };}const numberObservable = createObservable(function(observer) {  [10, 20, 30, 40].forEach(x => {    observer.next(x);  });  observer.complete();});const clickObservable = createObservable(function(observer) {  document.addEventListener("click", function(ev) {    observer.next(ev);  });});const map = fn => inputObservable => {  const outputObservable = createObservable(function(outputObserver) {    const observer = {      next(x) {        const res = fn(x);        outputObserver.next(res);      },      error(err) {        outputObserver.error(err);      },      complete() {        outputObserver.complete();      }    };    inputObservable.subscribe(observer);  });  return outputObservable;};const filter = fn => inputObservable => {  const outputObservable = createObservable(function(outputObserver) {    const observer = {      next(x) {        if (fn(x)) {          outputObserver.next(x);        }      },      error(err) {        outputObserver.error(err);      },      complete() {        outputObserver.complete();      }    };    inputObservable.subscribe(observer);  });  return outputObservable;};const observer = {  next(x) {    console.log(x);  },  error(err) {    console.error(err);  },  complete() {    console.log("DONE");  }};numberObservable  .pipe(map(x => x * 3))  .pipe(map(x => x - 9))  .subscribe(observer);clickObservable  .pipe(map(ev => [ev.clientX, ev.clientY]))  .pipe(filter(([x, y]) => x < 200 && y < 200))  .subscribe(observer);