How underscore memoize is implemented in javascript
javascript, memoization, underscore.js
Solution
`memoize` has a `cache` (`memoize.cache = {}`) that uses for storing the result of the function call. When it's called, it determines an `address` to store the result by two means: either a call to the `hasher` function, or the `key` parameter.
The hasher function works like this (from the underscore page):
If passed an optional hashFunction, it will be used to compute the hash key for storing the result, based on the arguments to the original function. The default hashFunction just uses the first argument to the memoized function as the key.
Then, it calls the function you passed `func.apply(...)`, and stores the result at `cache[address]`.
The second time you call the memoized function, the result will already be in cache (`!_.has(..)` will return `false`) and the computation won't be repeated.
I dont' understand why it returns `cache[key]` and not `cache[address]` tough...seems to me that `cache[address]` would be the correct choice.
Update
As pointed out in the comments, the code you present is not the latest implementation of `memoize`. This is the latest implementation (1.6.0):
_.memoize = function(func, hasher) {
var memo = {};
hasher || (hasher = _.identity);
return function() {
var key = hasher.apply(this, arguments);
return _.has(memo, key) ? memo[key] : (memo[key] = func.apply(this, arguments));
};
};
It works the same way, except from the fact that it is a little more elegant; if an `hasher` function it's not provided, it uses `_.identity` as a key, that is a function that simply returns the value passed as an argument:
_.identity = function(value) { return value; }
Aside from this, `cache` is now called `memo` but works the same way.
Problem
I'm developing my own functional-programming library, and now referring the `underscore`. memoize _.memoize(function, [hashFunction]) Memoizes a given function by caching the computed result. Useful for speeding up slow-running computations. If passed an optional hashFunction, it will be used to compute the hash key for storing the result, based on the arguments to the original function. The default hashFunction just uses the first argument to the memoized function as the key. ``` var fibonacci = _.memoize(function(n) { return n < 2 ? n: fibonacci(n - 1) + fibonacci(n - 2); }); ``` The above code that enables automatic memorisation without dealing `array` looks sort of magic, and I saw the source-code below, but still the inner design is not clear to me. ``` // Memoize an expensive function by storing its results. _.memoize = function(func, hasher) { var memoize = function(key) { var cache = memoize.cache; var address = hasher ? hasher.apply(this, arguments) : key; if (!_.has(cache, address)) cache[address] = func.apply(this, arguments); return cache[key]; }; memoize.cache = {}; return memoize; }; ``` Can someone give me a brief idea of what is going on? Appreciated.