Ultra-fast implementation of reactivity for javascript/typescript.
Installation
The following command installs cellx as a npm package:
npm i -S cellx
Usage example
let firstName = cellx('Матроскин');
let lastName = cellx('Кот');
let fullName = cellx(() => firstName.value + ' ' + lastName.value)
fullName.subscribe(() => {
console.log('fullName:', fullName.value);
});
console.log(fullName.value);
// => 'Матроскин Кот'
firstName.value = 'Шарик';
lastName.value = 'Пёс';
// => 'fullName: Шарик Пёс'
Despite the fact that the two dependencies of the cell fullName
has been changed, change handler worked only once.
Important feature of cellx is that it tries to get rid of unnecessary calls of the event handlers as well as of
unnecessary calculations of the dependent cells.
In combination with some special optimizations, this leads to an ideal speed of calculation of the complex dependencies
networks.
You can find out more about this in the article Big State Managers Benchmark.
You may also be interested in the article
Разбираемся в сортах реактивности.
Benchmark
One test, which is used for measuring the performance, generates grid with multiple "layers" each of which is composed of 4 cells. Cells of each next layer are calculated from the previous layer cells (except the first layer, which contains initial values) by the formula A2=B1, B2=A1-C1, C2=B1+D1, D2=C1. After that start time is stored, values of all first layer cells are changed and time needed to update all last layer cells is measured. Test results (in milliseconds) for different number of layers:
Library ↓ \ Number of computed layers → | 10 | 20 | 30 | 50 | 100 | 1000 | 5000 |
---|---|---|---|---|---|---|---|
cellx | <~1 | <~1 | <~1 | <~1 | <~1 | 4 | 20 |
VanillaJS (naive) | <~1 | 15 | 1750 | >300000 | >300000 | >300000 | >300000 |
Knockout | 10 | 750, increases in subsequent runs | 67250, increases in subsequent runs | >300000 | >300000 | >300000 | >300000 |
$jin.atom | 2 | 3 | 3 | 4 | 6 | 40 | 230 |
$mol_atom | <~1 | <~1 | <~1 | 1 | 2 | 20 | RangeError: Maximum call stack size exceeded |
Kefir.js | 25 | 2500 | >300000 | >300000 | >300000 | >300000 | >300000 |
MobX | <~1 | <~1 | <~1 | 2 | 3 | 40 | RangeError: Maximum call stack size exceeded |
Test sources can be found in the folder perf. Density of connections in real applications is usually lower than in the present test, that is, if a certain delay in the test is visible in 100 calculated cells (25 layers), in a real application, this delay will either be visible in the greater number of cells, or cells formulas will include some complex calculations (e.g., computation of one array from other).
Usage
Functional style:
let num = cellx(1);
let plusOne = cellx(() => num.value + 1);
console.log(plusOne.value);
// => 2
OOP style:
import { cellx, define } from 'cellx';
class User {
name: string;
nameInitial: string;
constructor(name: string) {
define(this, {
name,
nameInitial: cellx(() => this.name.charAt(0).toUpperCase())
});
}
}
let user = new User('Матроскин');
console.log(user.nameInitial);
// => 'M'
OOP style with decorators:
import { Computed, Observable } from 'cellx-decorators';
class User {
@Observable name: string;
@Computed get nameInitial() {
return this.name.charAt(0).toUpperCase();
}
constructor(name: string) {
this.name = name;
}
}
let user = new User('Матроскин');
console.log(user.nameInitial);
// => 'M'
Options
put
It can be used for value processing on write and write redirection:
function User() {
this.firstName = cellx('');
this.lastName = cellx('');
this.fullName = cellx(
() => (this.firstName.value + ' ' + this.lastName.value).trim(),
{
put: (_cell, name) => {
name = name.split(' ');
this.firstName.value = name[0];
this.lastName.value = name[1];
}
}
);
}
let user = new User();
user.fullName.value = 'Матроскин Кот';
console.log(user.firstName.value);
// => 'Матроскин'
console.log(user.lastName.value);
// => 'Кот'
validate
Validates the value during recording and calculating.
Validation during recording into the cell:
let num = cellx(5, {
validate: (value) => {
if (typeof value != 'number') {
throw TypeError('Must be a number');
}
}
});
try {
num('I am string');
} catch (err) {
console.log(err.message);
// => 'Must be a number'
}
console.log(num.value);
// => 5
Validation during the calculation of the cell:
let someValue = cellx(5);
let num = cellx(() => someValue.value, {
validate: (value) => {
if (typeof value != 'number') {
throw TypeError('Must be a number');
}
}
});
num.subscribe((err) => {
console.log(err.message);
});
someValue.value = 'I am string';
// => 'Must be a number'
console.log(value.value);
// => 'I am string'
Methods
onChange
Adds a change listener:
let num = cellx(5);
num.onChange((evt) => {
console.log(evt);
});
num.value = 10;
// => { prevValue: 5, value: 10 }
offChange
Removes previously added change listener.
onError
Adds a error listener:
let someValue = cellx(1);
let num = cellx(() => someValue.value, {
validate: (v) => {
if (v > 1) {
throw RangeError('Oops!');
}
}
});
num.onError((evt) => {
console.log(evt.error.message);
});
someValue.value = 2;
// => 'Oops!'
offError
Removes previously added error listener.
subscribe
Subscribes to the events change
and error
. First argument comes into handler is an error object, second — an event.
fullName.subscribe((err, evt) => {
if (err) {
// error handling
} else {
// other
}
});
unsubscribe
Unsubscribes from events change
and error
.
Dynamic actualisation of dependencies
Calculated cell formula can be written so that a set of dependencies may change over time. For example:
let user = {
firstName: cellx(''),
lastName: cellx(''),
name: cellx(() => user.firstName.value || user.lastName.value)
};
There, while firstName
is empty string, cell name
uses firstName
and lastName
for calculate self value
and change in any of them will lead to calculating name
. If you assign to the firstName
some not empty
string, then during recalculation value of cell name
it will not come to reading lastName
in the formula,
i.e. the value of the cell name
from this moment will not depend on lastName
.
In such cases, cells automatically unsubscribe from dependencies insignificant for them and are not recalculated
when they change. In the future, if the firstName
again become an empty string, the cell name
will re-subscribe
to the lastName
.
Synchronization of value with synchronous storage
let foo = cellx(() => localStorage.foo || 'foo', {
put: ({ push }, value) => {
localStorage.foo = value;
push(value);
}
});
let foobar = cellx(() => foo.value + 'bar');
console.log(foobar.value); // => 'foobar'
console.log(localStorage.foo); // => undefined
foo.value = 'FOO';
console.log(foobar.value); // => 'FOObar'
console.log(localStorage.foo); // => 'FOO'
Synchronization of value with asynchronous storage
let request = (() => {
let value = 1;
return {
get: (url) => new Promise((resolve, reject) => {
setTimeout(() => {
resolve({
ok: true,
value
});
}, 1000);
}),
put: (url, params) => new Promise((resolve, reject) => {
setTimeout(() => {
value = params.value;
resolve({ ok: true });
}, 1000);
})
};
})();
let foo = cellx(({ push, fail }, next = 0) => {
request.get('http://...').then((res) => {
if (res.ok) {
push(res.value);
} else {
fail(res.error);
}
});
return next;
}, {
put: ({ push, fail }, next) => {
request.put('http://...', { value: next }).then((res) => {
if (res.ok) {
push(next);
} else {
fail(res.error);
}
});
}
});
foo.subscribe(() => {
console.log('New foo value: ' + foo.value);
foo.value = 5;
});
console.log(foo.value);
// => 0
// => 'New foo value: 1'
// => 'New foo value: 5'