1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228
|
#include <iostream>
#include <string>
#include <chrono>
#include <fstream>
#include <vector>
using namespace std;
using namespace std::chrono;
typedef std::chrono::time_point<system_clock> timer;
typedef double Second;
void TriggerTimer(timer&);
Second TimerCountInSecond(timer, timer);
bool LinearSearch(const vector<int>&, int);
bool BinarySearchRecursive(const vector<int>&, int, int, int);
bool BinarySearch(const vector<int>&, int);
bool ReadFileToVector(vector<int>&, string);
void TimingSearch(const vector<int>&, int, string);
int main()
{
vector<string> fileNames = { "data_10_sorted.txt",
"data_2000_sorted.txt" ,
"data_10000_sorted.txt" ,
"data_100000_sorted.txt" };
for (int i = 0; i < fileNames.size(); i++)
{
string fileName = fileNames[i];
vector<int> sortedData;
//Populate the vector with data from data file:
if (ReadFileToVector(sortedData, fileName) == true)
{
string searchType = "linear";
int notExistItem = 7777777;
int existItem = sortedData[0.8 * sortedData.size() - 1];
cout << "+++++++++++++++++++++++++++++++++++++" << endl;
cout << " Searching on " << fileName << endl;
cout << "+++++++++++++++++++++++++++++++++++++" << endl;
//0a. Timing LINEAR search for non-existing item:
TimingSearch(sortedData, notExistItem, searchType);
//0b. Timing LINEAR search for existing item:
TimingSearch(sortedData, existItem, searchType);
//1a. Timing BINARY search for non-existing item:
//1b. Timing BINARY search for existing item:
//2a. Timing BINARY RECURSIVE search for non-existing item:
//2b. Timing BINARY RECURSIVE search for existing item:
}
}
return 0;
}
/*******************************************************************
* LinearSearch *
* Called by: TimingSearch *
* Passed : 2 arguments: a vector of numbers, *
* and the number to search for *
* Purpose : Determines if the number to search for is in the set *
* of stored numbers *
* Method : Uses a linear search *
* Returns : true (if the number is found) or false (if not found)*
*******************************************************************/
bool LinearSearch(const vector<int> &numbers, int numToSearch)
{
bool isFound = false;
for (int i = 0; i < numbers.size(); i++)
{
if (numbers[i] == numToSearch)
{
isFound = true;
break;
}
}
return isFound;
}
/*******************************************************************
* BinarySearchRecursive *
* Called by: TimingSearch *
* Passed : 4 arguments: a vector of numbers, the number to *
* search for, the low index, and the high index *
* Purpose : Determines if the number to search for is in the set *
* of stored numbers *
* Method : Uses a binary search *
* Returns : true (if the number is found) or false (if not found)*
*******************************************************************/
bool BinarySearchRecursive(const vector<int> &numbers, int numToSearch, int low, int high) // High = numbers.size -1 Low= 0
{
if (low > high)
{
return false;
}
int mid = (low + high) / 2;
if (numbers[mid] < numToSearch)
{
return BinarySearchRecursive(numbers, numToSearch, mid + 1, high);
}
else if (numbers[mid] > numToSearch)
{
return BinarySearchRecursive(numbers, numToSearch, low, mid - 1);
}
else
{
return true;
}
}
/*******************************************************************
* BinarySearch *
* Called by: TimingSearch *
* Passed : 2 arguments: a vector of numbers, *
* and the number to search for *
* Purpose : Determines if the number to search for is in the set *
* of stored numbers *
* Method : Uses a binary search *
* Returns : true (if the number is found) or false (if not found)*
*******************************************************************/
bool BinarySearch(const vector<int> &numbers, int numToSearch)
{
bool isFound = false;
int mid = 0;
int low = 0;
int high = numbers.size() - 1;
while (high >= low)
{
mid = (high + low) / 2;
if (numbers[mid] < numToSearch)
{
low = mid + 1;
}
else if (numbers[mid] > numToSearch)
{
high = mid - 1;
}
else
{
isFound = true;
break;
}
}
return isFound;
}
void TriggerTimer(timer& timeContainer)
{
timeContainer = std::chrono::system_clock::now();
}
Second TimerCountInSecond(timer startTime, timer endTime)
{
std::chrono::duration<Second> elapsed_seconds = endTime - startTime;
return elapsed_seconds.count();
}
bool ReadFileToVector(vector<int> &numbers, string fileName)
{
bool isReadGood = false;
int number;
fstream inFile;
inFile.open(fileName, ios::in);
if (inFile.fail())
{
cout << "File open failed." << endl;
}
else
{
do //Read the file until the end of the file
{
inFile >> number;
numbers.push_back(number);
} while (inFile.eof() == false);
isReadGood = true;
}
inFile.close();
return isReadGood;
}
/*******************************************************************
* TimingSearch *
* Called by: main *
* Passed : 3 arguments: a vector of numbers, the number to *
* search for, and the search algorithm to use *
* Purpose : Use a specific search algorithm to show seach *
* runtime *
* Method : Uses a search algorithm *
* Returns : None *
*******************************************************************/
void TimingSearch(const vector<int> &sortedData, int searchItem, string searchType)
{
timer start, end;
bool isFound = false;
TriggerTimer(start);
if (searchType == "linear")
{
isFound = LinearSearch(sortedData, searchItem);
}
//### binary and recursive search algorithm ###
TriggerTimer(end);
int toMicroSecond = 1000000;
cout << "Search Item: " << searchItem << endl;
cout << "Search Type: " << searchType << " search" << endl;
cout << "Item found: " << isFound << endl;
cout << "Elapsed time: " << TimerCountInSecond(start, end) * toMicroSecond << " microsecond(s)" << endl;
cout << "=====================================" << endl;
}
|