interactive-coding-challenges/recursion_dynamic/coin_change/coin_change_challenge.ipynb
2017-03-28 05:10:10 -04:00

165 lines
4.1 KiB
Python

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"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)."
]
},
{
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"source": [
"# Challenge Notebook"
]
},
{
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"metadata": {},
"source": [
"## Problem: Determine the total number of unique ways to make n cents, given coins of denominations less than n cents.\n",
"\n",
"* [Constraints](#Constraints)\n",
"* [Test Cases](#Test-Cases)\n",
"* [Algorithm](#Algorithm)\n",
"* [Code](#Code)\n",
"* [Unit Test](#Unit-Test)\n",
"* [Solution Notebook](#Solution-Notebook)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Constraints\n",
"\n",
"* Do the coins have to reach exactly n cents?\n",
" * Yes\n",
"* Can we assume we have an infinite number of coins to make n cents?\n",
" * Yes\n",
"* Do we need to report the combination(s) of coins that represent the minimum?\n",
" * No\n",
"* Can we assume the coin denominations are given in sorted order?\n",
" * No\n",
"* Can we assume this fits memory?\n",
" * Yes"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Test Cases\n",
"\n",
"* coins: None or n: None -> Exception\n",
"* coins: [] or n: 0 -> 0\n",
"* coins: [1, 2, 3], n: 5 -> 5"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Algorithm\n",
"\n",
"Refer to the [Solution Notebook](http://nbviewer.ipython.org/github/donnemartin/interactive-coding-challenges/blob/master/recursion_dynamic/coin_change/coin_change_solution.ipynb). If you are stuck and need a hint, the solution notebook's algorithm discussion might be a good place to start."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Code"
]
},
{
"cell_type": "code",
"execution_count": null,
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"outputs": [],
"source": [
"class CoinChanger(object):\n",
"\n",
" def make_change(self, coins, total):\n",
" # TODO: Implement me\n",
" return n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Unit Test\n",
"\n",
"\n",
"\n",
"**The following unit test is expected to fail until you solve the challenge.**"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
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"outputs": [],
"source": [
"# %load test_coin_change.py\n",
"from nose.tools import assert_equal\n",
"\n",
"\n",
"class Challenge(object):\n",
"\n",
" def test_coin_change(self):\n",
" coin_changer = CoinChanger()\n",
" assert_equal(coin_changer.make_change([1, 2], 0), 0)\n",
" assert_equal(coin_changer.make_change([1, 2, 3], 5), 5)\n",
" assert_equal(coin_changer.make_change([1, 5, 25, 50], 10), 3)\n",
" print('Success: test_coin_change')\n",
"\n",
"\n",
"def main():\n",
" test = Challenge()\n",
" test.test_coin_change()\n",
"\n",
"\n",
"if __name__ == '__main__':\n",
" main()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Solution Notebook\n",
"\n",
"Review the [Solution Notebook](http://nbviewer.ipython.org/github/donnemartin/interactive-coding-challenges/blob/master/recursion_dynamic/coin_change/coin_change_solution.ipynb) for a discussion on algorithms and code solutions."
]
}
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