TheAlgorithms-C-Plus-Plus/hashing/quadratic_probing_hash_table.cpp
Krishna Vedala aaa08b0150
Major rework to improve code quality and add automation checks (#805)
* delete secant method - it is identical to regula falsi

* document + improvize root finding algorithms

* attempt to document gaussian elimination

* added file brief

* commented doxygen-mainpage, added files-list link

* corrected files list link path

* files-list link correction - this time works :)

* document successive approximations

* cleaner equation

* updating DIRECTORY.md

* documented kmp string search

* document brute force string search

* document rabin-karp string search

* fixed mainpage readme

* doxygen v1.8.18 will suppress out the #minipage in the markdown

* cpplint correction for header guard style

* github action to auto format source code per cpplint standard

* updated setting to add 1 space before `private` and `public` keywords

* auto rename files and auto format code

* added missing "run" for step

* corrected asignmemt operation

* fixed trim and assign syntax

* added git move for renaming bad filenames

* added missing pipe for trim

* added missing space

* use old and new fnames

* store old fname using echo

* move files only if there is a change in filename

* put old filenames in quotes

* use double quote for old filename

* escape double quotes

* remove old_fname

* try escape characters and echo"

* add file-type to find

* cleanup echo

* ensure all trim variables are also in quotes

* try escape -quote again

* remove second escpe quote

* use single quote for first check

* use carets instead of quotes

* put variables in brackets

* remove -e from echo

* add debug echos

* try print0 flag

* find command with while instead of for-loop

* find command using IFS instead

* 🎉 IFS fix worked - escaped quotes for git mv

* protetc each word in git mv ..

* filename exists in lower cases - renamed

* 🎉 git push enabled

* updating DIRECTORY.md

* git pull & then push

* formatting filenames d7af6fdc8c

* formatting source-code for d7af6fdc8c

* remove allman break before braces

* updating DIRECTORY.md

* added missing comma lost in previous commit

* orchestrate all workflows

* fix yml indentation

* force push format changes, add title to DIRECTORY.md

* pull before proceeding

* reorganize pull commands

* use master branches for actions

* rename .cc files to .cpp

* added class destructor to clean up dynamic memory allocation

* rename to awesome workflow

* commented whole repo cpplint - added modified files lint check

* removed need for cpplint

* attempt to use actions/checkout@master

* temporary: no dependency on cpplint

* formatting filenames 153fb7b8a5

* formatting source-code for 153fb7b8a5

* updating DIRECTORY.md

* fix diff filename

* added comments to the code

* added test case

* formatting source-code for a850308fba

* updating DIRECTORY.md

* added machine learning folder

* added adaline algorithm

* updating DIRECTORY.md

* fixed issue [LWG2192](https://cplusplus.github.io/LWG/issue2192) for std::abs on MacOS

* add cmath for same bug: [LWG2192](https://cplusplus.github.io/LWG/issue2192) for std::abs on MacOS

* formatting source-code for f8925e4822

* use STL's inner_product

* formatting source-code for f94a330594

* added range comments

* define activation function

* use equal initial weights

* change test2 function to predict

* activation function not friend

* previous commit correction

* added option for predict function to return value before applying activation function as optional argument

* added test case to classify points lying within a sphere

* improve documentation for adaline

* formatting source-code for 15ec4c3aba

* added cmake to geometry folder

* added algorithm include for std::max

* add namespace - machine_learning

* add namespace - statistics

* add namespace - sorting

* added sorting algos to namespace sorting

* added namespace string_search

* formatting source-code for fd69530515

* added documentation to string_search namespace

* feat: Add BFS and DFS algorithms to check for cycle in a directed graph

* Remove const references for input of simple types

Reason: overhead on access

* fix bad code

sorry for force push

* Use pointer instead of the non-const reference

because apparently google says so.

* Remove a useless and possibly bad Graph constuctor overload

* Explicitely specify type of vector during graph instantiation

* updating DIRECTORY.md

* find openMP before adding subdirectories

* added kohonen self organizing map

* updating DIRECTORY.md

* remove older files and folders from gh-pages before adding new files

* remove chronos library due to inacceptability by cpplint

* use c++ specific static_cast instead

* initialize radom number generator

* updated image links with those from CPP repository

* rename computer.... folder to numerical methods

* added durand kerner method for root computation for arbitrarily large polynomials

* fixed additional comma

* fix cpplint errors

* updating DIRECTORY.md

* convert to function module

* update documentation

* move openmp to main loop

* added two test cases

* use INT16_MAX

* remove return statement from omp-for loop and use "break"

* run tests when no input is provided and skip tests when input polynomial is provided

* while loop cannot have break - replaced with continue and check is present in the main while condition

* (1) break while loop (2) skip runs on break_loop instead of hard-break

* add documentation images

* use long double for errors and tolerance checks

* make iterator variable i local to threads

* add critical secions to omp threads

* bugfix: move file writing outside of the parallel loop
othersie, there is no gurantee of the order of roots written to file

* rename folder to data_structures

* updating DIRECTORY.md

* fix ambiguous symbol `size`

* add data_structures to cmake

* docs: enable tree view, add timestamp in footer, try clang assistaed parsing

* doxygen - open links in external window

* remove invalid parameter from function docs

* use HTML5 img tag to resize images

* move file to proper folder

* fix documentations and cpplint

* formatting source-code for aacaf9828c

* updating DIRECTORY.md

* cpplint: add braces for multiple statement if

* add explicit link to badges

* remove  duplicate line

Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com>

* remove namespace indentation

* remove file associations in settings

* add author name

* enable cmake in subfolders of data_structures

* create and link object file

* cpp lint fixes and instantiate template classes

* cpp lint fixes and instantiate template classes

Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com>

* cpplint - ignore `build/include`

Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com>

* disable redundant gcc compilation in cpplint workflow

Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com>

* template header files contain function codes as well and removed redundant subfolders

Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com>

* updating DIRECTORY.md

* remove semicolons after functions in a class

Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com>

* cpplint header guard style

Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com>

* remove semilon

Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com>

* added LU decomposition algorithm

Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com>

* added QR decomposition algorithm

Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com>

* use QR decomposition to find eigen values

Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com>

* updating DIRECTORY.md

* use std::rand for thread safety

Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com>

* move srand to main()

Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com>

* cpplint braces correction

Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com>

* updated eigen value documentation

Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com>

* fix matrix shift doc

Signed-off-by: Krishna Vedala <7001608+kvedala@users.noreply.github.com>

* rename CONTRIBUTION.md to CONTRIBUTING.md #836

* remove 'sort alphabetical order' check

* added documentation check

* remove extra paranthesis

* added gitpod

* added gitpod link from README

* attempt to add vscode gitpod extensions

* update gitpod extensions

* add gitpod extensions cmake-tools and git-graph

* remove gitpod init and add commands

* use init to one time install doxygen, graphviz, cpplint

* use gitpod dockerfile

* add ninja build system to docker

* remove configure task

* add github prebuild specs to gitpod

* disable gitpod addcommit

* update documentation for kohonen_som

* added ode solve using forward euler method

* added mid-point euler ode solver

* fixed itegration step equation

* added semi-implicit euler ODE solver

* updating DIRECTORY.md

* fix cpplint issues - lines 117 and 124

* added documentation to ode group

* corrected semi-implicit euler function

* updated docs and test cases better structure

* replace `free` with `delete` operator

* formatting source-code for f55ab50cf2

* updating DIRECTORY.md

* main function must return

* added machine learning group

* added kohonen som topology algorithm

* fix graph image path

* updating DIRECTORY.md

* fix braces

* use snprintf instead of sprintf

* use static_cast

* hardcode character buffer size

* fix machine learning groups in documentation

* fix missing namespace function

* replace kvedala fork references to TheAlgorithms

* fix bug in counting_sort

Co-authored-by: github-actions <${GITHUB_ACTOR}@users.noreply.github.com>
Co-authored-by: Anmol3299 <mittalanmol22@gmail.com>
2020-06-19 21:34:56 +05:30

245 lines
6.3 KiB
C++

// Copyright 2019
#include <stdlib.h>
#include <cmath>
#include <functional>
#include <iostream>
#include <string>
using std::cin;
using std::cout;
using std::endl;
using std::string;
// fwd declarations
struct Entry;
bool putProber(Entry entry, int key);
bool searchingProber(Entry entry, int key);
void add(int key);
// globals
int notPresent;
struct Entry* table;
int totalSize;
int tomb = -1;
int size;
bool rehashing;
// Node that holds key
struct Entry {
explicit Entry(int key = notPresent) : key(key) {}
int key;
};
// Hash a key
int hashFxn(int key) {
std::hash<int> hash;
return hash(key);
}
// Performs quadratic probing to resolve collisions
int quadraticProbe(int key, bool searching) {
int hash = static_cast<int>(fabs(hashFxn(key)));
int i = 0;
Entry entry;
do {
int index = std::round(fabs(
(hash + static_cast<int>(std::round(std::pow(i, 2)))) % totalSize));
entry = table[index];
if (searching) {
if (entry.key == notPresent) {
return notPresent;
}
if (searchingProber(entry, key)) {
cout << "Found key!" << endl;
return index;
}
cout << "Found tombstone or equal hash, checking next" << endl;
i++;
} else {
if (putProber(entry, key)) {
if (!rehashing)
cout << "Spot found!" << endl;
return index;
}
if (!rehashing) {
cout << "Spot taken, looking at next (next index = "
<< std::round(fabs((hash + static_cast<int>(std::round(
std::pow(i + 1, 2)))) %
totalSize))
<< endl;
}
i++;
}
if (i == totalSize * 100) {
cout << "Quadratic probe failed (infinite loop)" << endl;
return notPresent;
}
} while (entry.key != notPresent);
return notPresent;
}
// Finds empty spot
bool putProber(Entry entry, int key) {
if (entry.key == notPresent || entry.key == tomb) {
return true;
}
return false;
}
// Looks for a matching key
bool searchingProber(Entry entry, int key) {
if (entry.key == key)
return true;
return false;
}
// Helper
Entry find(int key) {
int index = quadraticProbe(key, true);
if (index == notPresent)
return Entry();
return table[index];
}
// Displays the table
void display() {
for (int i = 0; i < totalSize; i++) {
if (table[i].key == notPresent) {
cout << " Empty ";
} else if (table[i].key == tomb) {
cout << " Tomb ";
} else {
cout << " ";
cout << table[i].key;
cout << " ";
}
}
cout << endl;
}
// Rehashes the table into a bigger table
void rehash() {
// Necessary so wall of add info isn't printed all at once
rehashing = true;
int oldSize = totalSize;
Entry* oldTable = table;
// Really this should use the next prime number greater than totalSize * 2
table = new Entry[totalSize * 2];
totalSize *= 2;
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;
cout << "Table was rehashed, new size is: " << totalSize << endl;
}
// Checks for load factor here
void add(int key) {
Entry* entry = new Entry();
entry->key = key;
int index = quadraticProbe(key, false);
table[index] = *entry;
// Load factor greater than 0.5 causes resizing
if (++size / static_cast<double>(totalSize) >= 0.5) {
rehash();
}
}
// Removes key. Leaves tombstone upon removal.
void remove(int key) {
int index = quadraticProbe(key, true);
if (index == notPresent) {
cout << "key not found" << endl;
}
table[index].key = tomb;
cout << "Removal successful, leaving tombstone" << endl;
size--;
}
// Information about the adding process
void addInfo(int key) {
cout << "Initial table: ";
display();
cout << endl;
cout << "hash of " << key << " is " << hashFxn(key) << " % " << totalSize
<< " == " << fabs(hashFxn(key) % totalSize);
cout << endl;
add(key);
cout << "New table: ";
display();
}
// Information about removal process
void removalInfo(int key) {
cout << "Initial table: ";
display();
cout << endl;
cout << "hash of " << key << " is " << hashFxn(key) << " % " << totalSize
<< " == " << hashFxn(key) % totalSize;
cout << endl;
remove(key);
cout << "New table: ";
display();
}
// I/O
int main(void) {
int cmd, hash, key;
cout << "Enter the initial size of Hash Table. = ";
cin >> totalSize;
table = new Entry[totalSize];
bool loop = true;
while (loop) {
system("pause");
cout << endl;
cout << "PLEASE CHOOSE -" << endl;
cout << "1. Add key. (Numeric only)" << endl;
cout << "2. Remove key." << endl;
cout << "3. Find key." << endl;
cout << "4. Generate Hash. (Numeric only)" << endl;
cout << "5. Display Hash table." << endl;
cout << "6. Exit." << endl;
cin >> cmd;
switch (cmd) {
case 1:
cout << "Enter key to add = ";
cin >> key;
addInfo(key);
break;
case 2:
cout << "Enter key to remove = ";
cin >> key;
removalInfo(key);
break;
case 3: {
cout << "Enter key to search = ";
cin >> key;
Entry entry = table[quadraticProbe(key, true)];
if (entry.key == notPresent) {
cout << "Key not present";
}
break;
}
case 4:
cout << "Enter element to generate hash = ";
cin >> key;
cout << "Hash of " << key << " is = " << fabs(hashFxn(key));
break;
case 5:
display();
break;
default:
loop = false;
break;
delete[] table;
}
cout << endl;
}
return 0;
}