Awesome
memoize
Memoize functions - An optimization used to speed up consecutive function calls by caching the result of calls with identical input
Memory is automatically released when an item expires or the cache is cleared.
<!-- Please keep this section in sync with https://github.com/sindresorhus/p-memoize/blob/main/readme.md -->By default, only the memoized function's first argument is considered via strict equality comparison. If you need to cache multiple arguments or cache object
s by value, have a look at alternative caching strategies below.
If you want to memoize Promise-returning functions (like async
functions), you might be better served by p-memoize.
Install
npm install memoize
Usage
import memoize from 'memoize';
let index = 0;
const counter = () => ++index;
const memoized = memoize(counter);
memoized('foo');
//=> 1
// Cached as it's the same argument
memoized('foo');
//=> 1
// Not cached anymore as the argument changed
memoized('bar');
//=> 2
memoized('bar');
//=> 2
// Only the first argument is considered by default
memoized('bar', 'foo');
//=> 2
Works well with Promise-returning functions
But you might want to use p-memoize for more Promise-specific behaviors.
import memoize from 'memoize';
let index = 0;
const counter = async () => ++index;
const memoized = memoize(counter);
console.log(await memoized());
//=> 1
// The return value didn't increase as it's cached
console.log(await memoized());
//=> 1
import memoize from 'memoize';
import got from 'got';
import delay from 'delay';
const memoizedGot = memoize(got, {maxAge: 1000});
await memoizedGot('https://sindresorhus.com');
// This call is cached
await memoizedGot('https://sindresorhus.com');
await delay(2000);
// This call is not cached as the cache has expired
await memoizedGot('https://sindresorhus.com');
Caching strategy
By default, only the first argument is compared via exact equality (===
) to determine whether a call is identical.
import memoize from 'memoize';
const pow = memoize((a, b) => Math.pow(a, b));
pow(2, 2); // => 4, stored in cache with the key 2 (number)
pow(2, 3); // => 4, retrieved from cache at key 2 (number), it's wrong
You will have to use the cache
and cacheKey
options appropriate to your function. In this specific case, the following could work:
import memoize from 'memoize';
const pow = memoize((a, b) => Math.pow(a, b), {
cacheKey: arguments_ => arguments_.join(',')
});
pow(2, 2); // => 4, stored in cache with the key '2,2' (both arguments as one string)
pow(2, 3); // => 8, stored in cache with the key '2,3'
More advanced examples follow.
Example: Options-like argument
If your function accepts an object, it won't be memoized out of the box:
import memoize from 'memoize';
const heavyMemoizedOperation = memoize(heavyOperation);
heavyMemoizedOperation({full: true}); // Stored in cache with the object as key
heavyMemoizedOperation({full: true}); // Stored in cache with the object as key, again
// The objects appear the same, but in JavaScript, they're different objects
You might want to serialize or hash them, for example using JSON.stringify
or something like serialize-javascript, which can also serialize RegExp
, Date
and so on.
import memoize from 'memoize';
const heavyMemoizedOperation = memoize(heavyOperation, {cacheKey: JSON.stringify});
heavyMemoizedOperation({full: true}); // Stored in cache with the key '[{"full":true}]' (string)
heavyMemoizedOperation({full: true}); // Retrieved from cache
The same solution also works if it accepts multiple serializable objects:
import memoize from 'memoize';
const heavyMemoizedOperation = memoize(heavyOperation, {cacheKey: JSON.stringify});
heavyMemoizedOperation('hello', {full: true}); // Stored in cache with the key '["hello",{"full":true}]' (string)
heavyMemoizedOperation('hello', {full: true}); // Retrieved from cache
Example: Multiple non-serializable arguments
If your function accepts multiple arguments that aren't supported by JSON.stringify
(e.g. DOM elements and functions), you can instead extend the initial exact equality (===
) to work on multiple arguments using many-keys-map
:
import memoize from 'memoize';
import ManyKeysMap from 'many-keys-map';
const addListener = (emitter, eventName, listener) => emitter.on(eventName, listener);
const addOneListener = memoize(addListener, {
cacheKey: arguments_ => arguments_, // Use *all* the arguments as key
cache: new ManyKeysMap() // Correctly handles all the arguments for exact equality
});
addOneListener(header, 'click', console.log); // `addListener` is run, and it's cached with the `arguments` array as key
addOneListener(header, 'click', console.log); // `addListener` is not run again because the arguments are the same
addOneListener(mainContent, 'load', console.log); // `addListener` is run, and it's cached with the `arguments` array as key
Better yet, if your function’s arguments are compatible with WeakMap
, you should use deep-weak-map
instead of many-keys-map
. This will help avoid memory leaks.
API
memoize(fn, options?)
fn
Type: Function
The function to be memoized.
options
Type: object
maxAge
Type: number
Default: Infinity
Milliseconds until the cache entry expires.
cacheKey
Type: Function
Default: arguments_ => arguments_[0]
Example: arguments_ => JSON.stringify(arguments_)
Determines the cache key for storing the result based on the function arguments. By default, only the first argument is considered.
A cacheKey
function can return any type supported by Map
(or whatever structure you use in the cache
option).
Refer to the caching strategies section for more information.
cache
Type: object
Default: new Map()
Use a different cache storage. Must implement the following methods: .has(key)
, .get(key)
, .set(key, value)
, .delete(key)
, and optionally .clear()
. You could for example use a WeakMap
instead or quick-lru
for a LRU cache.
Refer to the caching strategies section for more information.
memoizeDecorator(options)
Returns a decorator to memoize class methods or static class methods.
Notes:
- Only class methods and getters/setters can be memoized, not regular functions (they aren't part of the proposal);
- Only TypeScript’s decorators are supported, not Babel’s, which use a different version of the proposal;
- Being an experimental feature, they need to be enabled with
--experimentalDecorators
; follow TypeScript’s docs.
options
Type: object
Same as options for memoize()
.
import {memoizeDecorator} from 'memoize';
class Example {
index = 0
@memoizeDecorator()
counter() {
return ++this.index;
}
}
class ExampleWithOptions {
index = 0
@memoizeDecorator({maxAge: 1000})
counter() {
return ++this.index;
}
}
memoizeClear(fn)
Clear all cached data of a memoized function.
fn
Type: Function
The memoized function.
Tips
Cache statistics
If you want to know how many times your cache had a hit or a miss, you can make use of stats-map as a replacement for the default cache.
Example
import memoize from 'memoize';
import StatsMap from 'stats-map';
import got from 'got';
const cache = new StatsMap();
const memoizedGot = memoize(got, {cache});
await memoizedGot('https://sindresorhus.com');
await memoizedGot('https://sindresorhus.com');
await memoizedGot('https://sindresorhus.com');
console.log(cache.stats);
//=> {hits: 2, misses: 1}
Related
- p-memoize - Memoize promise-returning & async functions