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Added notebook solving the following: Find the start of a linked list loop.
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@ -27,6 +27,7 @@ Continually updated IPython Notebooks containing coding problems and solutions (
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* [Delete a node in the middle of a linked list, given access to only that node](http://nbviewer.ipython.org/github/donnemartin/algorithms-data-structures/blob/master/linked-lists/delete-mid.ipynb)
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* [Partition a linked list around a given value](http://nbviewer.ipython.org/github/donnemartin/algorithms-data-structures/blob/master/linked-lists/partition.ipynb)
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* [Add two numbers whose digits are stored in a linked list in reverse order](http://nbviewer.ipython.org/github/donnemartin/algorithms-data-structures/blob/master/linked-lists/add-reverse.ipynb)
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* [Find the start of a linked list loop](http://nbviewer.ipython.org/github/donnemartin/algorithms-data-structures/blob/master/linked-lists/find-loop-start.ipynb)
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## Stacks and Queues
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177
linked-lists/find-loop-start.ipynb
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177
linked-lists/find-loop-start.ipynb
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@ -0,0 +1,177 @@
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{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Problem: Find the start of a linked list loop.\n",
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"\n",
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"* [Clarifying Questions](#Clarifying-Questions)\n",
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"* [Test Cases](#Test-Cases)\n",
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"* [Algorithm](#Algorithm)\n",
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"* [Code](#Code)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Clarifying Questions\n",
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"\n",
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"* This is a singly linked list?\n",
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" * Yes\n",
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"* Can we assume we are always passed a circular linked list?\n",
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" * No"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Test Cases\n",
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"\n",
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"* Empty list\n",
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"* Not a circular linked list\n",
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" * One element\n",
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" * Two elements\n",
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" * Three or more elements\n",
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"* General case"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Algorithm\n",
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"\n",
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"* Check for an empty list\n",
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"* Use two pointers i, j, initialized to the head\n",
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"* j is incremented twice as fast as i\n",
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" * If j's next is NULL, we do not have a circular list\n",
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"* When i and j meet, move j to the head\n",
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"* Increment i and j one node at a time until they meet\n",
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"* Where they meet is the start of the loop\n",
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"\n",
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"Complexity:\n",
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"* Time: O(n)\n",
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"* Space: In-place"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Code"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"collapsed": true
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},
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"outputs": [],
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"source": [
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"%run linked_list.py"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"collapsed": false
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},
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"outputs": [],
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"source": [
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"class MyLinkedList(LinkedList):\n",
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" def find_loop_start(self):\n",
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" if self.head is None or self.head.next is None:\n",
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" return\n",
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" i = self.head\n",
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" j = self.head\n",
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" i = i.next\n",
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" j = j.next.next\n",
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" while j != i:\n",
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" i = i.next\n",
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" if j is None or j.next is None:\n",
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" return\n",
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" j = j.next.next\n",
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" j = self.head\n",
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" while j != i:\n",
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" i = i.next\n",
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" j = j.next\n",
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" return i.data"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"collapsed": false
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},
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"outputs": [],
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"source": [
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"print('Empty list')\n",
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"linked_list = MyLinkedList()\n",
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"print(linked_list.find_loop_start())\n",
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"print('Not a circular linked list')\n",
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"print('One element')\n",
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"head = Node(1)\n",
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"linked_list = MyLinkedList(head)\n",
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"print(linked_list.find_loop_start())\n",
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"print('Two elements')\n",
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"linked_list.append(2)\n",
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"print(linked_list.find_loop_start())\n",
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"print('Three or more elements')\n",
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"linked_list.append(3)\n",
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"print(linked_list.find_loop_start())\n",
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"print('General case')\n",
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"node0 = Node(0)\n",
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"node1 = Node(1)\n",
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"node2 = Node(2)\n",
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"node3 = Node(3)\n",
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"node4 = Node(4)\n",
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"node5 = Node(5)\n",
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"node6 = Node(6)\n",
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"node7 = Node(7)\n",
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"node8 = Node(8)\n",
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"node9 = Node(9)\n",
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"node10 = Node(10)\n",
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"node0.next = node1\n",
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"node1.next = node2\n",
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"node2.next = node3\n",
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"node3.next = node4\n",
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"node4.next = node5\n",
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"node5.next = node6\n",
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"node6.next = node7\n",
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"node7.next = node8\n",
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"node8.next = node9\n",
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"node9.next = node10\n",
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"node10.next = node3\n",
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"linked_list = MyLinkedList(node0)\n",
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"print(linked_list.find_loop_start())"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 2",
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"language": "python",
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"name": "python2"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 2
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython2",
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"version": "2.7.9"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 0
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}
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