interactive-coding-challenges/graphs_trees/check_balance/check_balance_challenge.ipynb

201 lines
4.9 KiB
Python

{
"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": [
"# Challenge Notebook"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Problem: Check if a binary tree is balanced.\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",
"* Is a balanced tree one where the heights of two sub trees of any node doesn't differ by more than 1?\n",
" * Yes\n",
"* If this is called on a None input, should we raise an exception?\n",
" * Yes\n",
"* Can we assume we already have a Node class with an insert method?\n",
" * Yes\n",
"* Can we assume this fits memory?\n",
" * Yes"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Test Cases\n",
"\n",
"* None -> No\n",
"* 1 -> Yes\n",
"* 5, 3, 8, 1, 4 -> Yes\n",
"* 5, 3, 8, 9, 10 -> No"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Algorithm\n",
"\n",
"Refer to the [Solution Notebook](http://nbviewer.ipython.org/github/donnemartin/interactive-coding-challenges/blob/master/graphs_trees/check_balance/check_balance_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,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"%run ../bst/bst.py\n",
"%load ../bst/bst.py"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"class BstBalance(Bst):\n",
"\n",
" def check_balance(self):\n",
" # TODO: Implement me\n",
" pass"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Unit Test"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**The following unit test is expected to fail until you solve the challenge.**"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# %load test_check_balance.py\n",
"import unittest\n",
"\n",
"\n",
"class TestCheckBalance(unittest.TestCase):\n",
"\n",
" def test_check_balance_empty(self):\n",
" bst = BstBalance(None)\n",
" bst.check_balance()\n",
"\n",
" def test_check_balance(self):\n",
" bst = BstBalance(Node(5))\n",
" self.assertEqual(bst.check_balance(), True)\n",
"\n",
" bst.insert(3)\n",
" bst.insert(8)\n",
" bst.insert(1)\n",
" bst.insert(4)\n",
" self.assertEqual(bst.check_balance(), True)\n",
"\n",
" bst = BstBalance(Node(5))\n",
" bst.insert(3)\n",
" bst.insert(8)\n",
" bst.insert(9)\n",
" bst.insert(10)\n",
" self.assertEqual(bst.check_balance(), False)\n",
"\n",
" bst = BstBalance(Node(3))\n",
" bst.insert(2)\n",
" bst.insert(1)\n",
" bst.insert(5)\n",
" bst.insert(4)\n",
" bst.insert(6)\n",
" bst.insert(7)\n",
" self.assertEqual(bst.check_balance(), True)\n",
"\n",
" print('Success: test_check_balance')\n",
"\n",
"\n",
"def main():\n",
" test = TestCheckBalance()\n",
" test.assertRaises(TypeError, test.test_check_balance_empty)\n",
" test.test_check_balance()\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/graphs_trees/check_balance/check_balance_solution.ipynb) for a discussion on algorithms and code solutions."
]
}
],
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