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linear_probing_hash_table.cpp
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linear_probing_hash_table.cpp
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/**
* @file
* @author [achance6](https://github.com/achance6)
* @author [Krishna Vedala](https://github.com/kvedala)
* @brief Storage mechanism using [linear probing
* hash](https://en.wikipedia.org/wiki/Linear_probing) keys.
* @note The implementation can be optimized by using OOP style.
*/
#include <iostream>
#include <vector>
/**
* @addtogroup open_addressing Open Addressing
* @{
* @namespace linear_probing
* @brief An implementation of hash table using [linear
* probing](https://en.wikipedia.org/wiki/Linear_probing) algorithm.
*/
namespace linear_probing {
// fwd declarations
using Entry = struct Entry;
bool putProber(const Entry& entry, int key);
bool searchingProber(const Entry& entry, int key);
void add(int key);
// Undocumented globals
int notPresent;
std::vector<Entry> table;
int totalSize;
int tomb = -1;
int size;
bool rehashing;
/** Node object that holds key */
struct Entry {
explicit Entry(int key = notPresent) : key(key) {} ///< constructor
int key; ///< key value
};
/**
* @brief Hash a key. Uses the STL library's `std::hash()` function.
*
* @param key value to hash
* @return hash value of the key
*/
size_t hashFxn(int key) {
std::hash<int> hash;
return hash(key);
}
/** Performs linear probing to resolve collisions
* @param key key value to hash
* @return hash value of the key
*/
int linearProbe(int key, bool searching) {
int hash = static_cast<int>(hashFxn(key));
int i = 0;
Entry entry;
do {
int index = static_cast<int>((hash + i) % totalSize);
entry = table[index];
if (searching) {
if (entry.key == notPresent) {
return notPresent;
}
if (searchingProber(entry, key)) {
std::cout << "Found key!" << std::endl;
return index;
}
std::cout << "Found tombstone or equal hash, checking next"
<< std::endl;
i++;
} else {
if (putProber(entry, key)) {
if (!rehashing) {
std::cout << "Spot found!" << std::endl;
}
return index;
}
if (!rehashing) {
std::cout << "Spot taken, looking at next" << std::endl;
}
i++;
}
if (i == totalSize) {
std::cout << "Linear probe failed" << std::endl;
return notPresent;
}
} while (entry.key != notPresent);
return notPresent;
}
/** Finds empty spot
* @param entry instance to check in
* @param key key value to hash
* @return hash value of the key
*/
bool putProber(const Entry& entry, int key) {
if (entry.key == notPresent || entry.key == tomb) {
return true;
}
return false;
}
/** Looks for a matching key
* @param entry instance to check in
* @param key key value to hash
* @return hash value of the key
*/
bool searchingProber(const Entry& entry, int key) {
if (entry.key == key) {
return true;
}
return false;
}
/** Function to displays the table
* @returns none
*/
void display() {
for (int i = 0; i < totalSize; i++) {
if (table[i].key == notPresent) {
std::cout << " Empty ";
} else if (table[i].key == tomb) {
std::cout << " Tomb ";
} else {
std::cout << " ";
std::cout << table[i].key;
std::cout << " ";
}
}
std::cout << std::endl;
}
/** Rehashes the table into a bigger table
* @returns None
*/
void rehash() {
// Necessary so wall of add info isn't printed all at once
rehashing = true;
int oldSize = totalSize;
std::vector<Entry> oldTable(table);
// Really this should use the next prime number greater than totalSize *
// 2
totalSize *= 2;
table = std::vector<Entry>(totalSize);
for (int i = 0; i < oldSize; i++) {
if (oldTable[i].key != -1 && oldTable[i].key != notPresent) {
size--; // Size stays the same (add increments size)
add(oldTable[i].key);
}
}
// delete[] oldTable;
rehashing = false;
std::cout << "Table was rehashed, new size is: " << totalSize << std::endl;
}
/** Adds entry using linear probing. Checks for load factor here
* @param key key value to hash and add
*/
void add(int key) {
int index = linearProbe(key, false);
table[index].key = key;
// Load factor greater than 0.5 causes resizing
if (++size / static_cast<double>(totalSize) >= 0.5) {
rehash();
}
}
/** Removes key. Leaves tombstone upon removal.
* @param key key value to hash and remove
*/
void remove(int key) {
int index = linearProbe(key, true);
if (index == notPresent) {
std::cout << "key not found" << std::endl;
}
std::cout << "Removal Successful, leaving tomb" << std::endl;
table[index].key = tomb;
size--;
}
/** Information about the adding process
* @param key key value to hash and add
*/
void addInfo(int key) {
std::cout << "Initial table: ";
display();
std::cout << std::endl;
std::cout << "hash of " << key << " is " << hashFxn(key) << " % "
<< totalSize << " == " << hashFxn(key) % totalSize;
std::cout << std::endl;
add(key);
std::cout << "New table: ";
display();
}
/** Information about removal process
* @param key key value to hash and remove
*/
void removalInfo(int key) {
std::cout << "Initial table: ";
display();
std::cout << std::endl;
std::cout << "hash of " << key << " is " << hashFxn(key) << " % "
<< totalSize << " == " << hashFxn(key) % totalSize;
std::cout << std::endl;
remove(key);
std::cout << "New table: ";
display();
}
} // namespace linear_probing
/**
* @}
*/
using linear_probing::Entry;
using linear_probing::table;
using linear_probing::totalSize;
/** Main function
* @returns 0 on success
*/
int main() {
int cmd = 0, hash = 0, key = 0;
std::cout << "Enter the initial size of Hash Table. = ";
std::cin >> totalSize;
table = std::vector<Entry>(totalSize);
bool loop = true;
while (loop) {
std::cout << std::endl;
std::cout << "PLEASE CHOOSE -" << std::endl;
std::cout << "1. Add key. (Numeric only)" << std::endl;
std::cout << "2. Remove key." << std::endl;
std::cout << "3. Find key." << std::endl;
std::cout << "4. Generate Hash. (Numeric only)" << std::endl;
std::cout << "5. Display Hash table." << std::endl;
std::cout << "6. Exit." << std::endl;
std::cin >> cmd;
switch (cmd) {
case 1:
std::cout << "Enter key to add = ";
std::cin >> key;
linear_probing::addInfo(key);
break;
case 2:
std::cout << "Enter key to remove = ";
std::cin >> key;
linear_probing::removalInfo(key);
break;
case 3: {
std::cout << "Enter key to search = ";
std::cin >> key;
Entry entry = table[linear_probing::linearProbe(key, true)];
if (entry.key == linear_probing::notPresent) {
std::cout << "Key not present";
}
break;
}
case 4:
std::cout << "Enter element to generate hash = ";
std::cin >> key;
std::cout << "Hash of " << key
<< " is = " << linear_probing::hashFxn(key);
break;
case 5:
linear_probing::display();
break;
default:
loop = false;
break;
// delete[] table;
}
std::cout << std::endl;
}
return 0;
}