mirror of
https://github.com/donnemartin/interactive-coding-challenges.git
synced 2024-03-22 13:11:13 +08:00
219 lines
4.9 KiB
Plaintext
219 lines
4.9 KiB
Plaintext
{
|
|
"cells": [
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"<small><i>This notebook was prepared by [Donne Martin](http://donnemartin.com). Source and license info is on [GitHub](https://github.com/donnemartin/interactive-coding-challenges).</i></small>"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Solution Notebook"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Problem: Implement the [Towers of Hanoi](http://en.wikipedia.org/wiki/Tower_of_Hanoi) with 3 towers and N disks.\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",
|
|
"*Problem statements are sometimes ambiguous. Identifying constraints and stating assumptions can help to ensure you code the intended solution.*\n",
|
|
"\n",
|
|
"* Can we assume we already have a stack class that can be used for this problem?\n",
|
|
" * Yes"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Test Cases\n",
|
|
"\n",
|
|
"* None tower(s)\n",
|
|
"* 0 disks\n",
|
|
"* 1 disk\n",
|
|
"* 2 or more disks"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Algorithm\n",
|
|
"\n",
|
|
"* Create three stacks to represent each tower\n",
|
|
"* def hanoi(n, src, dest, buffer):\n",
|
|
" * If 0 disks return\n",
|
|
" * hanoi(n-1, src, buffer)\n",
|
|
" * Move remaining element from src to dest\n",
|
|
" * hanoi(n-1, buffer, dest) \n",
|
|
"\n",
|
|
"Complexity:\n",
|
|
"* Time: O(2^n)\n",
|
|
"* Space: O(m) where m is the number of recursion levels"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Code"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 1,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"%run ../stack/stack.py"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 2,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [],
|
|
"source": [
|
|
"def hanoi(num_disks, src, dest, buff):\n",
|
|
" if src is None or dest is None or buff is None:\n",
|
|
" return\n",
|
|
" if num_disks > 0:\n",
|
|
" hanoi(num_disks-1, src, buff, dest)\n",
|
|
" data = src.pop()\n",
|
|
" dest.push(data)\n",
|
|
" hanoi(num_disks-1, buff, dest, src)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Unit Test\n",
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"Overwriting test_hanoi.py\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"%%writefile test_hanoi.py\n",
|
|
"from nose.tools import assert_equal\n",
|
|
"\n",
|
|
"\n",
|
|
"class TestHanoi(object):\n",
|
|
" \n",
|
|
" def test_hanoi(self):\n",
|
|
" num_disks = 3\n",
|
|
" src = Stack()\n",
|
|
" buff = Stack()\n",
|
|
" dest = Stack()\n",
|
|
"\n",
|
|
" print('Test: None towers')\n",
|
|
" hanoi(num_disks, None, None, None)\n",
|
|
"\n",
|
|
" print('Test: 0 disks')\n",
|
|
" hanoi(num_disks, src, dest, buff)\n",
|
|
" assert_equal(dest.pop(), None)\n",
|
|
"\n",
|
|
" print('Test: 1 disk')\n",
|
|
" src.push(5)\n",
|
|
" hanoi(num_disks, src, dest, buff)\n",
|
|
" assert_equal(dest.pop(), 5)\n",
|
|
"\n",
|
|
" print('Test: 2 or more disks')\n",
|
|
" for i in xrange(num_disks, -1, -1):\n",
|
|
" src.push(i)\n",
|
|
" hanoi(num_disks, src, dest, buff)\n",
|
|
" for i in xrange(0, num_disks):\n",
|
|
" assert_equal(dest.pop(), i)\n",
|
|
"\n",
|
|
" print('Success: test_hanoi')\n",
|
|
"\n",
|
|
"def main():\n",
|
|
" test = TestHanoi()\n",
|
|
" test.test_hanoi()\n",
|
|
" \n",
|
|
"if __name__ == '__main__':\n",
|
|
" main()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 4,
|
|
"metadata": {
|
|
"collapsed": false
|
|
},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"Test: None towers\n",
|
|
"Test: 0 disks\n",
|
|
"Test: 1 disk\n",
|
|
"Test: 2 or more disks\n",
|
|
"Success: test_hanoi\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"%run -i test_hanoi.py"
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 2",
|
|
"language": "python",
|
|
"name": "python2"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 2
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython2",
|
|
"version": "2.7.10"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 0
|
|
}
|