A memoization library that only caches the result of the most recent arguments.
Also async version.
Unlike other memoization libraries, memoize-one only
remembers the latest arguments and result. No need to worry about cache
busting mechanisms such as maxAge, maxSize,
exclusions and so on, which can be prone to memory leaks.
memoize-one simply remembers the last arguments, and if the
function is next called with the same arguments then it returns the
previous result.
// memoize-one uses the default import
import memoizeOne from 'memoize-one';
const add = (a, b) => a + b;
const memoizedAdd = memoizeOne(add);
memoizedAdd(1, 2); // 3
memoizedAdd(1, 2); // 3
// Add function is not executed: previous result is returned
memoizedAdd(2, 3); // 5
// Add function is called to get new value
memoizedAdd(2, 3); // 5
// Add function is not executed: previous result is returned
memoizedAdd(1, 2); // 3
// Add function is called to get new value.
// While this was previously cached,
// it is not the latest so the cached result is lost# yarn
yarn add memoize-one
# npm
npm install memoize-one --saveBy default, we apply our own fast and naive equality function to determine whether the arguments provided to your function are equal. You can see the full code here: are-inputs-equal.ts.
(By default) function arguments are considered equal if:
===) with the
previous argument=== and they are both NaN then the two
arguments are treated as equalWhat this looks like in practice:
import memoizeOne from 'memoize-one';
// add all numbers provided to the function
const add = (...args = []) =>
args.reduce((current, value) => {
return current + value;
}, 0);
const memoizedAdd = memoizeOne(add);
- there is same amount of arguments
memoizedAdd(1, 2);
// the amount of arguments has changed, so underlying add function is called
memoizedAdd(1, 2, 3);
- new arguments have strict equality (
===) with the previous argument
memoizedAdd(1, 2);
// each argument is `===` to the last argument, so cache is used
memoizedAdd(1, 2);
// second argument has changed, so add function is called again
memoizedAdd(1, 3);
// the first value is not `===` to the previous first value (1 !== 3)
// so add function is called again
memoizedAdd(3, 1);
- [special case] if the arguments are not
===and they are bothNaNthen the argument is treated as equal
memoizedAdd(NaN);
// Even though NaN !== NaN these arguments are treated as equal
memoizedAdd(NaN);You can also pass in a custom function for checking the equality of two sets of arguments
const memoized = memoizeOne(fn, isEqual);The equality function needs to conform to this type:
type EqualityFn = (newArgs: any[], lastArgs: any[]) => boolean;
// You can import this type from memoize-one if you like
// typescript
import { EqualityFn } from 'memoize-one';
// flow
import type { EqualityFn } from 'memoize-one';An equality function should return true if the arguments
are equal. If true is returned then the wrapped function
will not be called.
A custom equality function needs to compare Arrays. The
newArgs array will be a new reference every time so a
simple newArgs === lastArgs will always return
false.
Equality functions are not called if the this context of
the function has changed (see below).
Here is an example that uses a dequal deep equal equality check
dequalcorrectly handles deep comparing two arrays
import memoizeOne from 'memoize-one';
import { dequal as isDeepEqual } from 'dequal';
const identity = (x) => x;
const shallowMemoized = memoizeOne(identity);
const deepMemoized = memoizeOne(identity, isDeepEqual);
const result1 = shallowMemoized({ foo: 'bar' });
const result2 = shallowMemoized({ foo: 'bar' });
result1 === result2; // false - different object reference
const result3 = deepMemoized({ foo: 'bar' });
const result4 = deepMemoized({ foo: 'bar' });
result3 === result4; // true - arguments are deep equalthismemoize-one
correctly respects this controlThis library takes special care to maintain, and allow control over
the the this context for both the original
function being memoized as well as the returned memoized function. Both
the original function and the memoized function’s this
context respect all
the this controlling techniques:
new)call, apply,
bind);obj.foo());window or undefined in
strict mode);this)null as this to
explicit binding)this is considered an argument changeChanges to the running context (this) of a function can
result in the function returning a different value even though its
arguments have stayed the same:
function getA() {
return this.a;
}
const temp1 = {
a: 20,
};
const temp2 = {
a: 30,
};
getA.call(temp1); // 20
getA.call(temp2); // 30Therefore, in order to prevent against unexpected results,
memoize-one takes into account the current execution
context (this) of the memoized function. If
this is different to the previous invocation then it is
considered a change in argument. further
discussion.
Generally this will be of no impact if you are not explicity
controlling the this context of functions you want to
memoize with explicit
binding or implicit
binding. memoize-One will detect when you are
manipulating this and will then consider the
this context as an argument. If this changes,
it will re-execute the original function even if the arguments have not
changed.
throwsThere is no caching when your result function throws
If your result function throws then the memoized
function will also throw. The throw will not break the memoized
functions existing argument cache. It means the memoized function will
pretend like it was never called with arguments that made it
throw.
const canThrow = (name: string) => {
console.log('called');
if (name === 'throw') {
throw new Error(name);
}
return { name };
};
const memoized = memoizeOne(canThrow);
const value1 = memoized('Alex');
// console.log => 'called'
const value2 = memoized('Alex');
// result function not called
console.log(value1 === value2);
// console.log => true
try {
memoized('throw');
// console.log => 'called'
} catch (e) {
firstError = e;
}
try {
memoized('throw');
// console.log => 'called'
// the result function was called again even though it was called twice
// with the 'throw' string
} catch (e) {
secondError = e;
}
console.log(firstError !== secondError);
const value3 = memoized('Alex');
// result function not called as the original memoization cache has not been busted
console.log(value1 === value3);
// console.log => truememoize-one is super lightweight at minified and
gzipped. (
1KB =
1,024 Bytes)
memoize-one performs better or on par with than other
popular memoization libraries for the purpose of remembering the latest
invocation.
Results
The comparisons are not exhaustive and are primarily to show that
memoize-one accomplishes remembering the latest invocation
really fast. The benchmarks do not take into account the differences in
feature sets, library sizes, parse time, and so on.
TypescriptTypescript and flow
type systems