{ "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: 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", "* Can we assume we already have a Node class?\n", " * Yes\n", "* Can we assume this fits in memory?\n", " * Yes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Test Cases\n", "\n", "
\n",
    "Valid:\n",
    "      5\n",
    "    /   \\\n",
    "   5     8\n",
    "  /     /\n",
    " 4     6\n",
    "        \\\n",
    "         7\n",
    "        \n",
    "Invalid:\n",
    "      5\n",
    "    /   \\\n",
    "   5     8\n",
    "  / \\   /\n",
    " 4   9 7\n",
    "
" ] }, { "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": [ "class BstValidate(Bst):\n", "\n", " def validate(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": { "collapsed": false }, "outputs": [], "source": [ "# %load test_bst_validate.py\n", "from nose.tools import assert_equal\n", "from nose.tools import raises\n", "\n", "\n", "class TestBstValidate(object):\n", "\n", " @raises(Exception)\n", " def test_bst_validate_empty(self):\n", " validate_bst(None)\n", "\n", " def test_bst_validate(self):\n", " 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", "\n", " bst = BstValidate(Node(5))\n", " left = Node(5)\n", " right = Node(8)\n", " invalid = Node(20)\n", " bst.root.left = left\n", " bst.root.right = right\n", " bst.root.left.right = invalid\n", " assert_equal(bst.validate(), False)\n", "\n", " print('Success: test_bst_validate')\n", "\n", "\n", "def main():\n", " test = TestBstValidate()\n", " test.test_bst_validate_empty()\n", " 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", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.5.0" } }, "nbformat": 4, "nbformat_minor": 0 }