Added notebook solving the following: Implement n stacks using a single array.

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Donne Martin 2015-05-16 08:46:58 -04:00
parent 54246a328a
commit 1d38885098
2 changed files with 185 additions and 0 deletions

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@ -32,6 +32,7 @@ Continually updated IPython Notebooks containing coding problems and solutions (
* [Implement a stack with push, pop, and peek methods using a linked list](http://nbviewer.ipython.org/github/donnemartin/algorithms-data-structures/blob/master/stacks-queues/stack.ipynb)
* [Implement a queue with enqueue and dequeue methods using a linked list](http://nbviewer.ipython.org/github/donnemartin/algorithms-data-structures/blob/master/stacks-queues/queue.ipynb)
* [Implement n stacks using a single array](http://nbviewer.ipython.org/github/donnemartin/algorithms-data-structures/blob/master/stacks-queues/n-stacks.ipynb)
## License

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@ -0,0 +1,184 @@
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Problem: Implement n stacks using a single array.\n",
"\n",
"* [Clarifying Questions](#Clarifying-Questions)\n",
"* [Test Cases](#Test-Cases)\n",
"* [Algorithm](#Algorithm)\n",
"* [Code](#Code)\n",
"* [Pythonic-Code](#Pythonic-Code)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Clarifying Questions\n",
"\n",
"* Are the stacks and array a fixed size?\n",
" * Yes"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Test Cases\n",
"\n",
"* Test the following on the three stacks:\n",
" * Push to full stack\n",
" * Push to non-full stack\n",
" * Pop on empty stack\n",
" * Pop on non-empty stack"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Algorithm\n",
"\n",
"* Initialize array\n",
"* Initialize stack pointers to -1\n",
"\n",
"### Push\n",
"\n",
"* If stack is full, throw exception\n",
"* Else\n",
" * Increment stack pointer\n",
" * Get the absolute array index\n",
" * Insert the value to this index\n",
"\n",
"Complexity:\n",
"* Time: O(1)\n",
"* Space: O(1)\n",
"\n",
"### Pop\n",
"\n",
"* If stack is empty, throw exception\n",
"* Else\n",
" * Store the value contained in the absolute array index\n",
" * Set the value in the absolute array index to None\n",
" * Decrement stack pointer\n",
" * return value\n",
"\n",
"Complexity:\n",
"* Time: O(1)\n",
"* Space: O(1)\n",
"\n",
"\n",
"### Absolute Index\n",
"\n",
"* return stack size * stack index + stack pointer\n",
"\n",
"Complexity:\n",
"* Time: O(1)\n",
"* Space: O(1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Code"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"class Stacks(object):\n",
" def __init__(self, num_stacks, stack_size):\n",
" self.num_stacks = num_stacks\n",
" self.stack_size = stack_size\n",
" self.stack_pointers = [-1] * num_stacks\n",
" self.stack_array = [None] * num_stacks * stack_size\n",
"\n",
" def abs_index(self, stack_index):\n",
" return stack_index * self.stack_size + self.stack_pointers[stack_index]\n",
"\n",
" def push(self, stack_index, data):\n",
" if self.stack_pointers[stack_index] == self.stack_size - 1:\n",
" raise Exception('Stack is full')\n",
" else:\n",
" self.stack_pointers[stack_index] += 1\n",
" array_index = self.abs_index(stack_index)\n",
" self.stack_array[array_index] = data\n",
"\n",
" def pop(self, stack_index):\n",
" if self.stack_pointers[stack_index] == -1:\n",
" raise Exception('Stack is empty')\n",
" else:\n",
" array_index = self.abs_index(stack_index) \n",
" data = self.stack_array[array_index]\n",
" self.stack_array[array_index] = None\n",
" self.stack_pointers[stack_index] -= 1\n",
" return data"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"num_stacks = 3\n",
"stack_size = 100\n",
"print('Pop on empty stack')\n",
"stacks = Stacks(num_stacks, stack_size)\n",
"try:\n",
" stacks.pop(0)\n",
"except Exception as e:\n",
" print(e)\n",
"print('Push to non-full stack')\n",
"stacks.push(0, 1)\n",
"stacks.push(0, 2)\n",
"stacks.push(1, 3)\n",
"stacks.push(2, 4)\n",
"print('Pop on non-empty stack')\n",
"print(stacks.pop(0))\n",
"print(stacks.pop(0))\n",
"print(stacks.pop(1))\n",
"print(stacks.pop(2))\n",
"print('Push to full stack')\n",
"for i in xrange(0, stack_size):\n",
" stacks.push(2, i)\n",
"try:\n",
" stacks.push(2, stack_size)\n",
"except Exception as e:\n",
" print(e)"
]
}
],
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