interactive-coding-challenges/online_judges/sum_two/sum_two_solution.ipynb

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2017-03-28 17:10:39 +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: Sum of Two Integers.\n",
"\n",
"See the [LeetCode](https://leetcode.com/problems/sum-of-two-integers/) problem page.\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 we're working with 32 bit ints?\n",
" * Yes\n",
"* Can we assume the inputs are valid?\n",
" * No, check for None\n",
"* Can we assume this fits memory?\n",
" * Yes"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Test Cases\n",
"\n",
"<pre>\n",
"* None input -> TypeError\n",
"* 5, 7 -> 12\n",
"* -5, -7 -> -12\n",
"* 5, -7 -> -2\n",
"</pre>"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Algorithm\n",
"\n",
"We'll look at the following example, adding a and b:\n",
"\n",
"<pre>\n",
"a 0111 \n",
"b 0101\n",
"</pre>\n",
"\n",
"First, add a and b, without worrying about the carry (0+0=0, 0+1=1, 1+1=0):\n",
"\n",
"result = a ^ b = 0010\n",
"\n",
"Next, calculate the carry (1+1=2). We'll need to left shift one to prepare for the next iteration when we move to the next most significant bit:\n",
"\n",
"carry = (a&b) << 1 = 1010\n",
"\n",
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"If the carry is not zero, we'll need to add the carry to the result. Recursively call the function, passing in result and carry.\n",
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"\n",
"Below are the values of a, b, and the carry of a = 7 and b = 5, producing the result of 12.\n",
"\n",
"<pre>\n",
"a 0111 \n",
"b 0101 \n",
"----- \n",
"c 0101 \n",
"a 0010 \n",
"b 1010 \n",
"----- \n",
"c 0010 \n",
"a 1000 \n",
"b 0100 \n",
"----- \n",
"c 0000 \n",
"a 1100 \n",
"b 0000\n",
"\n",
"c = carry = 0, return the result 1100\n",
"</pre>\n",
"\n",
"Complexity:\n",
"* Time: O(b), where b is the number of bits\n",
"* Space: O(b), where b is the number of bits"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Code"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"class Solution(object):\n",
"\n",
" def sum_two(self, a, b):\n",
" if a is None or b is None:\n",
" raise TypeError('a or b cannot be None')\n",
" result = a ^ b;\n",
" carry = (a&b) << 1\n",
" if carry != 0:\n",
" return self.sum_two(result, carry)\n",
" return result;"
]
},
{
"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_sum_two.py\n"
]
}
],
"source": [
"%%writefile test_sum_two.py\n",
"from nose.tools import assert_equal, assert_raises\n",
"\n",
"\n",
"class TestSumTwo(object):\n",
"\n",
" def test_sum_two(self):\n",
" solution = Solution()\n",
" assert_raises(TypeError, solution.sum_two, None)\n",
" assert_equal(solution.sum_two(5, 7), 12)\n",
" assert_equal(solution.sum_two(-5, -7), -12)\n",
" assert_equal(solution.sum_two(5, -7), -2)\n",
" print('Success: test_sum_two')\n",
"\n",
"\n",
"def main():\n",
" test = TestSumTwo()\n",
" test.test_sum_two()\n",
"\n",
"\n",
"if __name__ == '__main__':\n",
" main()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false,
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Success: test_sum_two\n"
]
}
],
"source": [
"%run -i test_sum_two.py"
]
}
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