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"categoryTitle": "JavaScript",
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"title": "Memoize II",
"titleSlug": "memoize-ii",
"content": "<p>Given a function <code>fn</code>,&nbsp;return&nbsp;a&nbsp;<strong>memoized</strong>&nbsp;version of that function.</p>\n\n<p>A&nbsp;<strong>memoized&nbsp;</strong>function is a function that will never be called twice with&nbsp;the same inputs. Instead it will return&nbsp;a cached value.</p>\n\n<p><code>fn</code>&nbsp;can be any function and there are no constraints on what type of values it accepts. Inputs are considered identical if they are&nbsp;<code>===</code> to each other.</p>\n\n<p>&nbsp;</p>\n<p><strong class=\"example\">Example 1:</strong></p>\n\n<pre>\n<strong>Input:</strong> \ngetInputs = () =&gt; [[2,2],[2,2],[1,2]]\nfn = function (a, b) { return a + b; }\n<strong>Output:</strong> [{&quot;val&quot;:4,&quot;calls&quot;:1},{&quot;val&quot;:4,&quot;calls&quot;:1},{&quot;val&quot;:3,&quot;calls&quot;:2}]\n<strong>Explanation:</strong>\nconst inputs = getInputs();\nconst memoized = memoize(fn);\nfor (const arr of inputs) {\n memoized(...arr);\n}\n\nFor the inputs of (2, 2): 2 + 2 = 4, and it required a call to fn().\nFor the inputs of (2, 2): 2 + 2 = 4, but those inputs were seen before so no call to fn() was required.\nFor the inputs of (1, 2): 1 + 2 = 3, and it required another call to fn() for a total of 2.\n</pre>\n\n<p><strong class=\"example\">Example 2:</strong></p>\n\n<pre>\n<strong>Input:</strong> \ngetInputs = () =&gt; [[{},{}],[{},{}],[{},{}]] \nfn = function (a, b) { return ({...a, ...b}); }\n<strong>Output:</strong> [{&quot;val&quot;:{},&quot;calls&quot;:1},{&quot;val&quot;:{},&quot;calls&quot;:2},{&quot;val&quot;:{},&quot;calls&quot;:3}]\n<strong>Explanation:</strong>\nMerging two empty objects will always result in an empty object. It may seem like there should only be 1&nbsp;call to fn() because of cache-hits, however none of those objects are === to each other.\n</pre>\n\n<p><strong class=\"example\">Example 3:</strong></p>\n\n<pre>\n<strong>Input:</strong> \ngetInputs = () =&gt; { const o = {}; return [[o,o],[o,o],[o,o]]; }\nfn = function (a, b) { return ({...a, ...b}); }\n<strong>Output:</strong> [{&quot;val&quot;:{},&quot;calls&quot;:1},{&quot;val&quot;:{},&quot;calls&quot;:1},{&quot;val&quot;:{},&quot;calls&quot;:1}]\n<strong>Explanation:</strong>\nMerging two empty objects will always result in an empty object. The 2nd and 3rd third function calls result in a cache-hit. This is because every object passed in is identical.\n</pre>\n\n<p>&nbsp;</p>\n<p><strong>Constraints:</strong></p>\n\n<ul>\n\t<li><code>1 &lt;= inputs.length &lt;= 10<sup>5</sup></code></li>\n\t<li><code>0 &lt;= inputs.flat().length &lt;= 10<sup>5</sup></code></li>\n\t<li><code>inputs[i][j] != NaN</code></li>\n</ul>\n",
"translatedTitle": "记忆函数 II",
"translatedContent": "<p>请你编写一个函数,它接收一个函数参数&nbsp;<code>fn</code>,并返回该函数的 <strong>记忆化</strong> 后的结果。</p>\n\n<p><strong>记忆函数</strong> 是一个对于相同的输入永远不会被调用两次的函数。相反,它将返回一个缓存值。</p>\n\n<p><code>fn</code> 可以是任何函数,对于它接受什么类型的值没有限制。如果输入为&nbsp;<code>===</code>,则认为输入相同。</p>\n\n<p>&nbsp;</p>\n\n<p><strong>示例 1</strong></p>\n\n<pre>\n<strong>输入:</strong> \ngetInputs = () =&gt; [[2,2],[2,2],[1,2]]\nfn = function (a, b) { return a + b; }\n<b>输出:</b>[{\"val\":4,\"calls\":1},{\"val\":4,\"calls\":1},{\"val\":3,\"calls\":2}]\n<strong>解释:</strong>\nconst inputs = getInputs();\nconst memoized = memoize(fn);\nfor (const arr of inputs) {\n memoized(...arr);\n}\n\n对于参数为 (2, 2) 的输入: 2 + 2 = 4需要调用 fn() 。\n对于参数为 (2, 2) 的输入: 2 + 2 = 4这些输入此前调用过因此不需要调用 fn() 。\n对于参数为 (1, 2) 的输入: 1 + 2 = 3需要再次调用 fn(),总调用数为 2 。\n</pre>\n\n<p><strong>示例 2</strong></p>\n\n<pre>\n<b>输入:</b>\ngetInputs = () =&gt; [[{},{}],[{},{}],[{},{}]] \nfn = function (a, b) { return a + b; }\n<b>输出:</b>[{\"val\":{},\"calls\":1},{\"val\":{},\"calls\":2},{\"val\":{},\"calls\":3}]\n<strong>解释:</strong>\n合并两个空对象总是会得到一个空对象。因为缓存命中所以只有 1 次对 fn() 的调用,尽管这些对象之间没有一个是相同的(===)。\n</pre>\n\n<p><strong>示例 3</strong></p>\n\n<pre>\n<strong>输入:</strong> \ngetInputs = () =&gt; { const o = {}; return [[o,o],[o,o],[o,o]]; }\nfn = function (a, b) { return ({...a, ...b}); }\n<b>输出:</b>[{\"val\":{},\"calls\":1},{\"val\":{},\"calls\":1},{\"val\":{},\"calls\":1}]\n<strong>解释:</strong>\n合并两个空对象总是会得到一个空对象。第 2 和第 3 个函数调用导致缓存命中。这是因为传入的每个对象都是相同的。\n</pre>\n\n<p>&nbsp;</p>\n\n<p><strong>提示:</strong></p>\n\n<ul>\n\t<li><code>1 &lt;= inputs.length &lt;= 10<sup>5</sup></code></li>\n\t<li><code>0 &lt;= inputs.flat().length &lt;= 10<sup>5</sup></code></li>\n\t<li><code>inputs[i][j] != NaN</code></li>\n</ul>\n",
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"code": "/**\n * @param {Function} fn\n */\nfunction memoize(fn) {\n return function() {\n \n }\n}\n\n\n/** \n * let callCount = 0;\n * const memoizedFn = memoize(function (a, b) {\n *\t callCount += 1;\n * return a + b;\n * })\n * memoizedFn(2, 3) // 5\n * memoizedFn(2, 3) // 5\n * console.log(callCount) // 1 \n */",
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"hints": [
"Just because JSON.stringify(obj1) === JSON.stringify(obj2), doesn't necessarily mean obj1 === obj2.",
"You could iterate over all previously passed inputs to check if there has been a match. However, that will be very slow.",
"Javascript Maps are a could way to associate arbitrary data.",
"Make a tree structure of Maps. The depth of the tree should match the number of input parameters."
],
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