interactive-coding-challenges/math_probability/add_digits/add_digits_solution.ipynb

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2017-03-29 16:39:17 +08:00
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This notebook was prepared by [Donne Martin](https://github.com/donnemartin). Source and license info is on [GitHub](https://github.com/donnemartin/interactive-coding-challenges)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Solution Notebook"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Problem: Given an int, repeatedly add its digits until the result is one digit.\n",
"\n",
"* [Constraints](#Constraints)\n",
"* [Test Cases](#Test-Cases)\n",
"* [Algorithm](#Algorithm)\n",
"* [Code](#Code)\n",
"* [Unit Test](#Unit-Test)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Constraints\n",
"\n",
"* Can we assume num is not negative?\n",
" * Yes\n",
"* Can we assume the inputs are valid?\n",
" * No\n",
"* Can we assume this fits memory?\n",
" * Yes"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Test Cases\n",
"\n",
"<pre>\n",
"* None input -> TypeError\n",
"* negative input -> ValueError\n",
"* 9 -> 9\n",
"* 138 -> 3\n",
"* 65536 -> 7\n",
"</pre>"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Algorithm\n",
"\n",
"The naive solution simply isolates each digit with with modulo and integer division. We'll add each isolated digit to a list and sum the values.\n",
"\n",
"<pre>\n",
"138 % 10 = 8 -> isolated\n",
"138 // 10 = 13\n",
"13 % 10 = 3 -> isolated\n",
"13 // 10 = 1\n",
"1 % 10 = 1 -> isolated\n",
"</pre>\n",
"\n",
"A more optimal solution exists, by recognizing this is a digital root. See the [Wikipedia article](https://en.wikipedia.org/wiki/Digital_root) for more information.\n",
"\n",
"Complexity:\n",
"* Time: O(1)\n",
"* Space: O(1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Code"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
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"outputs": [],
"source": [
"class Solution(object):\n",
"\n",
" def add_digits(self, num):\n",
" if num is None:\n",
" raise TypeError('num cannot be None')\n",
" if num < 0:\n",
" raise ValueError('num cannot be negative')\n",
" digits = []\n",
" while num != 0:\n",
" digits.append(num % 10)\n",
" num //= 10\n",
" digits_sum = sum(digits)\n",
" if digits_sum >= 10:\n",
" return self.add_digits(digits_sum)\n",
" else:\n",
" return digits_sum\n",
"\n",
" def add_digits_optimized(self, num):\n",
" if num is None:\n",
" raise TypeError('num cannot be None')\n",
" if num < 0:\n",
" raise ValueError('num cannot be negative')\n",
" if num == 0:\n",
" return 0\n",
" elif num % 9 == 0:\n",
" return 9\n",
" else:\n",
" return num % 9"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Unit Test"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Overwriting test_add_digits.py\n"
]
}
],
"source": [
"%%writefile test_add_digits.py\n",
"from nose.tools import assert_equal, assert_raises\n",
"\n",
"\n",
"class TestAddDigits(object):\n",
"\n",
" def test_add_digits(self, func):\n",
" assert_raises(TypeError, func, None)\n",
" assert_raises(ValueError, func, -1)\n",
" assert_equal(func(0), 0)\n",
" assert_equal(func(9), 9)\n",
" assert_equal(func(138), 3)\n",
" assert_equal(func(65536), 7) \n",
" print('Success: test_add_digits')\n",
"\n",
"\n",
"def main():\n",
" test = TestAddDigits()\n",
" solution = Solution()\n",
" test.test_add_digits(solution.add_digits)\n",
" try:\n",
" test.test_add_digits(solution.add_digits_optimized)\n",
" except NameError:\n",
" # Alternate solutions are only defined\n",
" # in the solutions file\n",
" pass\n",
"\n",
"\n",
"if __name__ == '__main__':\n",
" main()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Success: test_add_digits\n",
"Success: test_add_digits\n"
]
}
],
"source": [
"%run -i test_add_digits.py"
]
}
],
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