interactive-coding-challenges/arrays-strings/replace_char.ipynb

133 lines
3.5 KiB
Plaintext
Raw Normal View History

{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Problem: Given a String, Replace In-Place all Spaces with '%20'\n",
"\n",
"* [Clarifying Questions](#Clarifying-Questions)\n",
"* [Test Cases](#Test-Cases)\n",
"* [Algorithm](#Algorithm)\n",
"* [Code](#Code)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Clarifying Questions\n",
"\n",
"* Is the string ASCII (extended)? Or Unicode?\n",
" * ASCII extended, which is 256 characters\n",
"* Is there enough space in the data structure for this operation?\n",
" * Yes"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Test Cases\n",
"\n",
"* NULL\n",
"* ' ' -> '%20'\n",
"* ' foo bar ' -> '%20foo%20bar%20'\n",
"* 'foo' -> 'foo'"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Algorithm\n",
"\n",
"![alt text](https://raw.githubusercontent.com/donnemartin/algorithms-data-structures/master/images/replace_string.jpg)\n",
"\n",
"Since Python strings are immutable, we'll use a bytearray instead to exercise in-place string manipulation as you would get with a C string (which is null terminated, as seen in the above diagram). For the python bytearray we will not use a null terminator.\n",
"\n",
"* Count the number of spaces in the bytearray\n",
"* Determine the new bytearray length\n",
"* For each character code in the bytearray, starting from the end of the string\n",
" * If the character code is a space\n",
" * bytearray[new length] = '0',\n",
" * bytearray[new length - 1] = '2',\n",
" * bytearray[new length - 2] = '%',\n",
" * new length -= 3\n",
" * Else\n",
" * bytearray[new length] = character code,\n",
" * new length -= 1\n",
"\n",
"Complexity:\n",
"* Time: O(n)\n",
"* Space: In-place"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Code"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"def encode_spaces(string, length):\n",
" if string is None:\n",
" return\n",
" num_spaces = string.count(' ')\n",
" new_length = length + 2 * num_spaces - 1\n",
" for i in xrange(length-1, -1, -1):\n",
" if chr(string[i]) == ' ':\n",
" string[new_length] = '0'\n",
" string[new_length - 1] = '2'\n",
" string[new_length - 2] = '%'\n",
" new_length -= 3\n",
" else:\n",
" string[new_length] = string[i]\n",
" new_length -= 1\n",
"\n",
"str0 = None\n",
"str1 = bytearray(' ||')\n",
"str2 = bytearray(' foo bar ||||||')\n",
"str3 = bytearray('foo')\n",
"encode_spaces(str0, 0)\n",
"encode_spaces(str1, 1)\n",
"encode_spaces(str2, 9)\n",
"encode_spaces(str3, 3)\n",
"print(str0)\n",
"print(str1)\n",
"print(str2)\n",
"print(str3)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 2",
"language": "python",
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.9"
}
},
"nbformat": 4,
"nbformat_minor": 0
}