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# 題目敘述
Given a function fn
, return a memoized version of that function.
A memoized function is a function that will never be called twice with the same inputs. Instead it will return a cached value.
You can assume there are 3 possible input functions: sum
, fib
, and factorial
.
sum
accepts two integersa
andb
and returnsa + b
.fib
accepts a single integer n and returns1
ifn <= 1
orfib(n - 1) + fib(n - 2)
otherwise.factorial
accepts a single integern
and returns1
ifn <= 1
orfactorial(n - 1) * n
otherwise.
# Example 1
Input
“sum”
[“call”,“call”,“getCallCount”,“call”,“getCallCount”]
[[2,2],[2,2],[],[1,2],[]]
Output
[4,4,1,3,2]
Explanation
const sum = (a, b) => a + b;
const memoizedSum = memoize(sum);
memoizedSum(2, 2); // Returns 4. sum() was called as (2, 2) was not seen before.
memoizedSum(2, 2); // Returns 4. However sum() was not called because the same inputs were seen before.
// Total call count: 1
memoizedSum(1, 2); // Returns 3. sum() was called as (1, 2) was not seen before.
// Total call count: 2
# Example 2
Input
“factorial”
[“call”,“call”,“call”,“getCallCount”,“call”,“getCallCount”]
[[2],[3],[2],[],[3],[]]
Output
[2,6,2,2,6,2]
Explanation
const factorial = (n) => (n <= 1) ? 1 : (n * factorial(n - 1));
const memoFactorial = memoize(factorial);
memoFactorial(2); // Returns 2.
memoFactorial(3); // Returns 6.
memoFactorial(2); // Returns 2. However factorial was not called because 2 was seen before.
// Total call count: 2
memoFactorial(3); // Returns 6. However factorial was not called because 3 was seen before.
// Total call count: 2
# Example 3
Input
“fib”
[“call”,“getCallCount”]
[[5],[]]
Output
[8,1]
Explanation
fib(5) = 8
// Total call count: 1
# Solution
/** | |
* @param {Function} fn | |
*/ | |
function memoize(fn) { | |
const cache = {}; | |
return function(...args) { | |
const key = JSON.stringify(args); | |
if (key in cache) return cache[key]; | |
const result = fn.apply(this, args); | |
cache[key] = result; | |
return result; | |
} | |
} | |
/** | |
* let callCount = 0; | |
* const memoizedFn = memoize(function (a, b) { | |
* callCount += 1; | |
* return a + b; | |
* }) | |
* memoizedFn(2, 3) // 5 | |
* memoizedFn(2, 3) // 5 | |
* console.log(callCount) // 1 | |
*/ |
type Fn = (...params: any) => any | |
function memoize(fn: Fn): Fn { | |
const cache = {}; | |
return function(...args) { | |
const key = JSON.stringify(args); | |
if (key in cache) return cache[key]; | |
const result = fn.apply(this, args); | |
cache[key] = result; | |
return result; | |
} | |
} | |
/** | |
* let callCount = 0; | |
* const memoizedFn = memoize(function (a, b) { | |
* callCount += 1; | |
* return a + b; | |
* }) | |
* memoizedFn(2, 3) // 5 | |
* memoizedFn(2, 3) // 5 | |
* console.log(callCount) // 1 | |
*/ |