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{
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"questionId": "2731",
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"title": "Memoize",
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"content": "<p>Given a function <code>fn</code>, return 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>You can assume there are&nbsp;<strong>3&nbsp;</strong>possible input functions:&nbsp;<code>sum</code><strong>, </strong><code>fib</code><strong>,&nbsp;</strong>and&nbsp;<code>factorial</code><strong>.</strong></p>\n\n<ul>\n\t<li><code>sum</code><strong>&nbsp;</strong>accepts two integers&nbsp;<code>a</code> and <code>b</code> and returns <code>a + b</code>.</li>\n\t<li><code>fib</code><strong>&nbsp;</strong>accepts a&nbsp;single integer&nbsp;<code>n</code> and&nbsp;returns&nbsp;<code>1</code> if <font face=\"monospace\"><code>n &lt;= 1</code> </font>or<font face=\"monospace\">&nbsp;<code>fib(n - 1) + fib(n - 2)</code>&nbsp;</font>otherwise.</li>\n\t<li><code>factorial</code>&nbsp;accepts a single integer&nbsp;<code>n</code> and returns <code>1</code>&nbsp;if&nbsp;<code>n &lt;= 1</code>&nbsp;or&nbsp;<code>factorial(n - 1) * n</code>&nbsp;otherwise.</li>\n</ul>\n\n<p>&nbsp;</p>\n<p><strong class=\"example\">Example 1:</strong></p>\n\n<pre>\n<strong>Input:</strong>\nfnName = &quot;sum&quot;\nactions = [&quot;call&quot;,&quot;call&quot;,&quot;getCallCount&quot;,&quot;call&quot;,&quot;getCallCount&quot;]\nvalues = [[2,2],[2,2],[],[1,2],[]]\n<strong>Output:</strong> [4,4,1,3,2]\n<strong>Explanation:</strong>\nconst sum = (a, b) =&gt; a + b;\nconst memoizedSum = memoize(sum);\nmemoizedSum(2, 2); // &quot;call&quot; - returns 4. sum() was called as (2, 2) was not seen before.\nmemoizedSum(2, 2); // &quot;call&quot; - returns 4. However sum() was not called because the same inputs were seen before.\n// &quot;getCallCount&quot; - total call count: 1\nmemoizedSum(1, 2); // &quot;call&quot; - returns 3. sum() was called as (1, 2) was not seen before.\n// &quot;getCallCount&quot; - total call count: 2\n</pre>\n\n<p><strong class=\"example\">Example 2:</strong></p>\n\n<pre>\n<strong>Input:\n</strong>fnName = &quot;factorial&quot;\nactions = [&quot;call&quot;,&quot;call&quot;,&quot;call&quot;,&quot;getCallCount&quot;,&quot;call&quot;,&quot;getCallCount&quot;]\nvalues = [[2],[3],[2],[],[3],[]]\n<strong>Output:</strong> [2,6,2,2,6,2]\n<strong>Explanation:</strong>\nconst factorial = (n) =&gt; (n &lt;= 1) ? 1 : (n * factorial(n - 1));\nconst memoFactorial = memoize(factorial);\nmemoFactorial(2); // &quot;call&quot; - returns 2.\nmemoFactorial(3); // &quot;call&quot; - returns 6.\nmemoFactorial(2); // &quot;call&quot; - returns 2. However factorial was not called because 2 was seen before.\n// &quot;getCallCount&quot; - total call count: 2\nmemoFactorial(3); // &quot;call&quot; - returns 6. However factorial was not called because 3 was seen before.\n// &quot;getCallCount&quot; - total call count: 2\n</pre>\n\n<p><strong class=\"example\">Example 3:</strong></p>\n\n<pre>\n<strong>Input:\n</strong>fnName = &quot;fib&quot;\nactions = [&quot;call&quot;,&quot;getCallCount&quot;]\nvalues = [[5],[]]\n<strong>Output:</strong> [8,1]\n<strong>Explanation:\n</strong>fib(5) = 8 // &quot;call&quot;\n// &quot;getCallCount&quot; - total call count: 1\n</pre>\n\n<p>&nbsp;</p>\n<p><strong>Constraints:</strong></p>\n\n<ul>\n\t<li><code>0 &lt;= a, b &lt;= 10<sup>5</sup></code></li>\n\t<li><code>1 &lt;= n &lt;= 10</code></li>\n\t<li><code>0 &lt;= actions.length &lt;= 10<sup>5</sup></code></li>\n\t<li><code>actions.length === values.length</code></li>\n\t<li><code>actions[i]</code> is one of &quot;call&quot; and &quot;getCallCount&quot;</li>\n\t<li><code>fnName</code> is one of &quot;sum&quot;, &quot;factorial&quot; and&nbsp;&quot;fib&quot;</li>\n</ul>\n",
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"similarQuestions": "[{\"title\": \"Counter\", \"titleSlug\": \"counter\", \"difficulty\": \"Easy\", \"translatedTitle\": null}, {\"title\": \"Curry\", \"titleSlug\": \"curry\", \"difficulty\": \"Medium\", \"translatedTitle\": null}, {\"title\": \"Function Composition\", \"titleSlug\": \"function-composition\", \"difficulty\": \"Easy\", \"translatedTitle\": null}, {\"title\": \"Memoize II\", \"titleSlug\": \"memoize-ii\", \"difficulty\": \"Hard\", \"translatedTitle\": null}]",
"exampleTestcases": "\"sum\"\n[\"call\",\"call\",\"getCallCount\",\"call\",\"getCallCount\"]\n[[2,2],[2,2],[],[1,2],[]]\n\"factorial\"\n[\"call\",\"call\",\"call\",\"getCallCount\",\"call\",\"getCallCount\"]\n[[2],[3],[2],[],[3],[]]\n\"fib\"\n[\"call\",\"getCallCount\"]\n[[5],[]]",
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"code": "/**\n * @param {Function} fn\n * @return {Function}\n */\nfunction memoize(fn) {\n \n return function(...args) {\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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"code": "type Fn = (...params: number[]) => number\n\nfunction memoize(fn: Fn): Fn {\n \n return function(...args) {\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": [
"You can create copy of a function by spreading function parameters. \r\n\r\nfunction outerFunction(passedFunction) {\r\n return newFunction(...params) {\r\n return passedFunction(...params);\r\n };\r\n}",
"params is an array. Since you know all values in the array are numbers, you can turn it into a string with JSON.stringify().",
"In the outerFunction, you can declare a Map or Object. In the inner function you can avoid executing the passed function if the params have already been passed before."
],
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"sampleTestCase": "\"sum\"\n[\"call\",\"call\",\"getCallCount\",\"call\",\"getCallCount\"]\n[[2,2],[2,2],[],[1,2],[]]",
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