interactive-coding-challenges/stacks_queues/hanoi.ipynb

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{
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"source": [
"<small><i>This notebook was prepared by [Donne Martin](http://donnemartin.com). Source and license info is on [GitHub](https://bit.ly/code-notes).</i></small>"
]
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"## Problem: Implement the [Towers of Hanoi](http://en.wikipedia.org/wiki/Tower_of_Hanoi) with 3 towers and N disks.\n",
"\n",
"* [Constraints and Assumptions](#Constraints-and-Assumptions)\n",
"* [Test Cases](#Test-Cases)\n",
"* [Algorithm](#Algorithm)\n",
"* [Code](#Code)\n",
"* [Unit Test](#Unit-Test)"
]
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{
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"source": [
"## Constraints and Assumptions\n",
"\n",
"*Problem statements are often intentionally 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",
"* NULL towers\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",
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"source": [
"%run stack.py"
]
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"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",
"*It is important to identify and run through general and edge cases from the [Test Cases](#Test-Cases) section by hand. You generally will not be asked to write a unit test like what is shown below.*"
]
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{
"name": "stdout",
"output_type": "stream",
"text": [
"Test: NULL towers\n",
"Test: 0 disks\n",
"Test: 1 disk\n",
"Test: 2 or more disks\n",
"Success: test_hanoi\n"
]
}
],
"source": [
"from nose.tools import assert_equal\n",
"\n",
"class Test(object):\n",
" def test_hanoi(self):\n",
" num_disks = 3\n",
" src = Stack()\n",
" buff = Stack()\n",
" dest = Stack()\n",
"\n",
" print('Test: NULL 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",
"if __name__ == '__main__':\n",
" test = Test()\n",
" test.test_hanoi()"
]
}
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