interactive-coding-challenges/graphs_trees/bst_validate/bst_validate_challenge.ipynb

211 lines
4.8 KiB
Python
Raw Normal View History

2015-08-15 07:30:09 +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)."
2015-08-15 07:30:09 +08:00
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Challenge Notebook"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Problem: Determine if a tree is a valid binary search tree.\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",
"* Can the tree have duplicates?\n",
" * Yes\n",
"* If this is called on a None input, should we raise an exception?\n",
" * Yes\n",
2015-08-15 07:30:09 +08:00
"* Can we assume we already have a Node class?\n",
" * Yes\n",
"* Can we assume this fits in memory?\n",
2015-08-15 07:30:09 +08:00
" * Yes"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Test Cases\n",
"\n",
"<pre>\n",
"Valid:\n",
" 5\n",
" / \\\n",
" 5 8\n",
2017-06-06 08:27:49 +08:00
" / /\n",
" 4 6\n",
" \\\n",
" 7\n",
" \n",
2015-08-15 07:30:09 +08:00
"Invalid:\n",
" 5\n",
" / \\\n",
" 5 8\n",
" / \\ /\n",
" 4 9 7\n",
"</pre>"
]
},
{
"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/bst_validate/bst_validate_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": {
"collapsed": false
},
"outputs": [],
"source": [
2016-08-30 18:06:58 +08:00
"class BstValidate(Bst):\n",
"\n",
" def validate(self):\n",
" # TODO: Implement me\n",
" pass"
2015-08-15 07:30:09 +08:00
]
},
{
"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": {
"collapsed": false
},
"outputs": [],
"source": [
"# %load test_bst_validate.py\n",
"from nose.tools import assert_equal\n",
"from nose.tools import raises\n",
2015-08-15 07:30:09 +08:00
"\n",
"\n",
"class TestBstValidate(object):\n",
"\n",
" @raises(Exception)\n",
" def test_bst_validate_empty(self):\n",
" validate_bst(None)\n",
"\n",
2015-08-15 07:30:09 +08:00
" def test_bst_validate(self):\n",
2016-08-30 18:06:58 +08:00
" bst = BstValidate(Node(5))\n",
" bst.insert(8)\n",
" bst.insert(5)\n",
" bst.insert(6)\n",
" bst.insert(4)\n",
" bst.insert(7)\n",
" assert_equal(bst.validate(), True)\n",
2015-08-15 07:30:09 +08:00
"\n",
2016-08-30 18:06:58 +08:00
" bst = BstValidate(Node(5))\n",
2015-08-15 07:30:09 +08:00
" left = Node(5)\n",
" right = Node(8)\n",
" invalid = Node(20)\n",
2016-08-30 18:06:58 +08:00
" bst.root.left = left\n",
" bst.root.right = right\n",
" bst.root.left.right = invalid\n",
" assert_equal(bst.validate(), False)\n",
"\n",
2015-08-15 07:30:09 +08:00
" print('Success: test_bst_validate')\n",
"\n",
"\n",
"def main():\n",
" test = TestBstValidate()\n",
" test.test_bst_validate_empty()\n",
2015-08-15 07:30:09 +08:00
" test.test_bst_validate()\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/bst_validate/bst_validate_solution.ipynb) for a discussion on algorithms and code solutions."
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
2015-08-15 07:30:09 +08:00
"language": "python",
"name": "python3"
2015-08-15 07:30:09 +08:00
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
2015-08-15 07:30:09 +08:00
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.5.0"
2015-08-15 07:30:09 +08:00
}
},
"nbformat": 4,
"nbformat_minor": 0
}