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On this episode we will build our own implementation of an observable. I hope that by the end of this post we gain a better understanding of this pattern that is used in libraries like RxJS.
About Observables
What is it?
Lets start with my definition of observable.
An Observable is a function that follows a convention and is used to connect a data source with a consumer.
In our case a data source is something that produces values. And, a consumer is something that receives values from a data source.
Fun facts
Observables are lazy
That means that they would not do any kind of work until it's absolutely necessary. Nothing will happen until you subscribe to them.
They can emit multiple values
Depending on the data source you can receive a finite number of values or an infinite stream of values.
They can be synchronous or asynchronous
It all depends on their internal implementation. You can setup an observable that process some stream of data in a synchronous way or create one from an event that can happen over time.
Some rules
Remember when I said that observables follow a convention? Well, we are going to make our own arbitrary rules that our implementation will follow. These will be important because we are going to build a little ecosystem around our observables.
Here we go:
- An observable instance will have a
subscribe
method. - The observable "factory" will take a
subscriber
function as a parameter. - The
subscriber
function will take anobserver
object as a parameter. - The
observer
object can implement these methodsnext
,error
andcomplete
.
Now, lets do stuff.
The code
Factory function
function Observable(subscriber) {
return {
subscribe: observer => subscriber(observer)
};
}
// I swear to you, this works.
That is less magical than I thought. What we see here is that the Observable factory is just a way to postpone the work that has to be done until you call subscribe. The subscriber
function is doing the heavy lifting, that's good because we can do whatever we want in there, is what will make our observables useful.
So far I haven't done a really good job explaining the observer
and the subscriber
roles. I hope it'll become clear when you see them in action.
A use case
Say that we want to convert an array into an Observable. How can we do this?
Lets think about what we know:
- We can do all of our logic inside the
subscriber
function. - We can expect an observer object with three methods,
next
,error
andcomplete
We can use the methods of the observer object as communication channels. The next
function will receive the values that our data source gives us. The error
will handle any errors we throw at it, it will be like the catch
function in the Promise
class. And, we will use the complete
method when the data source is done producing values.
Our array to observable function could look like this.
function fromArray(arr) {
return Observable(function(observer) {
try {
arr.forEach(value => observer.next(value));
observer.complete();
} catch (e) {
observer.error(e);
}
});
}
// This is how we use it
var arrayStream = fromArray([1, 2, 3, 4]);
arrayStream.subscribe({
next: value => console.log(value),
error: err => console.error(err),
complete: () => console.info('Nothing more to give')
});
// And now watch all the action on the console
Be safe
Right now the observer object is basically a lawless town, we could do all sorts of weird stuff like sending yet another value to next
even after we call the complete
method. Ideally our observables should give us some guarantees, like:
- The methods on the observer object should be optional.
- The
complete
anderror
methods need to call the unsubscribe function (if there is one). - If you unsubscribe, you can't call
next
,complete
orerror
. - If the
complete
orerror
method were called, no more values are emitted.
Interactive example
We can actually start doing some interesting things with what we learned so far. In this example I made a helper function that let me create an observable from a DOM event.
Conclusion
Observables are a powerful thing, with a little bit of creativity you can turn anything you want into an observable. Really. A promise, an AJAX request, a DOM event, an array, a time interval... another observable (think about that for a second)... anything you can imagine can be a source of data that can be wrapped in an observable.
Other sources
You can see part 2 of this post in here.
Thank you for your time. If you find this article useful and want to support my efforts, consider leaving a tip in ko-fi.com/vonheikemen.
Top comments (2)
There is an excellent talk by Andre Staltz about observables and iterables you can watch here: awesometalks.party/video/cjhg8k841...
Thank you. That really was a good talk (and a really cool website).
I'm always suprised by the amount of things that people can do just using functions.