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aaa08b0150
* 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 filenamesd7af6fdc8c
* formatting source-code ford7af6fdc8c
* 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 filenames153fb7b8a5
* formatting source-code for153fb7b8a5
* updating DIRECTORY.md * fix diff filename * added comments to the code * added test case * formatting source-code fora850308fba
* 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 forf8925e4822
* use STL's inner_product * formatting source-code forf94a330594
* 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 for15ec4c3aba
* 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 forfd69530515
* 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 foraacaf9828c
* 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 forf55ab50cf2
* 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>
235 lines
6.9 KiB
C++
235 lines
6.9 KiB
C++
/**
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* \file
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* \brief [Shell sort](https://en.wikipedia.org/wiki/Shell_sort) algorithm
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* \author [Krishna Vedala](https://github.com/kvedala)
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*/
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#include <cassert>
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#include <cstdlib>
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#include <ctime>
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#include <iostream>
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#include <utility> // for std::swap
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#include <vector>
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/** pretty print array
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* \param[in] arr array to print
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* \param[in] LEN length of array to print
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*/
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template <class T>
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void show_data(T *arr, size_t LEN) {
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size_t i;
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for (i = 0; i < LEN; i++) {
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std::cout << arr[i] << ", ";
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}
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std::cout << std::endl;
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}
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/** pretty print array
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* \param[in] arr array to print
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* \param[in] N length of array to print
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*/
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template <typename T, size_t N>
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void show_data(T (&arr)[N]) {
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show_data(arr, N);
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}
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/** \namespace sorting
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* \brief Sorting algorithms
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*/
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namespace sorting {
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/**
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* Optimized algorithm - takes half the time by utilizing
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* Mar
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**/
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template <typename T>
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void shell_sort(T *arr, size_t LEN) {
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const unsigned int gaps[] = {701, 301, 132, 57, 23, 10, 4, 1};
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const unsigned int gap_len = 8;
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size_t i, j, g;
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for (g = 0; g < gap_len; g++) {
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unsigned int gap = gaps[g];
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for (i = gap; i < LEN; i++) {
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T tmp = arr[i];
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for (j = i; j >= gap && (arr[j - gap] - tmp) > 0; j -= gap) {
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arr[j] = arr[j - gap];
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}
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arr[j] = tmp;
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}
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}
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}
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/** function overload - when input array is of a known length array type
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*/
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template <typename T, size_t N>
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void shell_sort(T (&arr)[N]) {
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shell_sort(arr, N);
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}
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/** function overload - when input array is of type std::vector,
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* simply send the data content and the data length to the above function.
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*/
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template <typename T>
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void shell_sort(std::vector<T> *arr) {
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shell_sort(arr->data(), arr->size());
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}
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} // namespace sorting
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using sorting::shell_sort;
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/**
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* function to compare sorting using cstdlib's qsort
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**/
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template <typename T>
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int compare(const void *a, const void *b) {
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T arg1 = *static_cast<const T *>(a);
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T arg2 = *static_cast<const T *>(b);
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if (arg1 < arg2)
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return -1;
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if (arg1 > arg2)
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return 1;
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return 0;
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// return (arg1 > arg2) - (arg1 < arg2); // possible shortcut
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// return arg1 - arg2; // erroneous shortcut (fails if INT_MIN is present)
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}
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/**
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* Test implementation of shell_sort on integer arrays by comparing results
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* against std::qsort.
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*/
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void test_int(const int NUM_DATA) {
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// int array = new int[NUM_DATA];
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int *data = new int[NUM_DATA];
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int *data2 = new int[NUM_DATA];
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// int array2 = new int[NUM_DATA];
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int range = 1800;
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for (int i = 0; i < NUM_DATA; i++)
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data[i] = data2[i] = (std::rand() % range) - (range >> 1);
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/* sort using our implementation */
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std::clock_t start = std::clock();
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shell_sort(data, NUM_DATA);
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std::clock_t end = std::clock();
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double elapsed_time = static_cast<double>(end - start) / CLOCKS_PER_SEC;
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std::cout << "Time spent sorting using shell_sort2: " << elapsed_time
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<< "s\n";
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/* sort using std::qsort */
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start = std::clock();
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std::qsort(data2, NUM_DATA, sizeof(data2[0]), compare<int>);
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end = std::clock();
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elapsed_time = static_cast<double>(end - start) / CLOCKS_PER_SEC;
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std::cout << "Time spent sorting using std::qsort: " << elapsed_time
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<< "s\n";
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for (int i = 0; i < NUM_DATA; i++) {
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assert(data[i] == data2[i]); // ensure that our sorting results match
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// the standard results
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}
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delete[] data;
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delete[] data2;
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}
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/**
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* Test implementation of shell_sort on float arrays by comparing results
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* against std::qsort.
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*/
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void test_f(const int NUM_DATA) {
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// int array = new int[NUM_DATA];
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float *data = new float[NUM_DATA];
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float *data2 = new float[NUM_DATA];
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// int array2 = new int[NUM_DATA];
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int range = 1000;
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for (int i = 0; i < NUM_DATA; i++) {
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data[i] = data2[i] = ((std::rand() % range) - (range >> 1)) / 100.;
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}
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/* sort using our implementation */
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std::clock_t start = std::clock();
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shell_sort(data, NUM_DATA);
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std::clock_t end = std::clock();
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double elapsed_time = static_cast<double>(end - start) / CLOCKS_PER_SEC;
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std::cout << "Time spent sorting using shell_sort2: " << elapsed_time
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<< "s\n";
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/* sort using std::qsort */
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start = std::clock();
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std::qsort(data2, NUM_DATA, sizeof(data2[0]), compare<float>);
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end = std::clock();
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elapsed_time = static_cast<double>(end - start) / CLOCKS_PER_SEC;
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std::cout << "Time spent sorting using std::qsort: " << elapsed_time
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<< "s\n";
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for (int i = 0; i < NUM_DATA; i++) {
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assert(data[i] == data2[i]); // ensure that our sorting results match
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// the standard results
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}
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delete[] data;
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delete[] data2;
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}
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/** Main function */
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int main(int argc, char *argv[]) {
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// initialize random number generator - once per program
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std::srand(std::time(NULL));
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test_int(100); // test with sorting random array of 100 values
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std::cout << "Test 1 - 100 int values - passed. \n";
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test_int(1000); // test with sorting random array of 1000 values
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std::cout << "Test 2 - 1000 int values - passed.\n";
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test_int(10000); // test with sorting random array of 10000 values
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std::cout << "Test 3 - 10000 int values - passed.\n";
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test_f(100); // test with sorting random array of 100 values
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std::cout << "Test 1 - 100 float values - passed. \n";
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test_f(1000); // test with sorting random array of 1000 values
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std::cout << "Test 2 - 1000 float values - passed.\n";
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test_f(10000); // test with sorting random array of 10000 values
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std::cout << "Test 3 - 10000 float values - passed.\n";
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int i, NUM_DATA;
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if (argc == 2)
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NUM_DATA = atoi(argv[1]);
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else
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NUM_DATA = 200;
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// int array = new int[NUM_DATA];
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int *data = new int[NUM_DATA];
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// int array2 = new int[NUM_DATA];
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int range = 1800;
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std::srand(time(NULL));
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for (i = 0; i < NUM_DATA; i++) {
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// allocate random numbers in the given range
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data[i] = (std::rand() % range) - (range >> 1);
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}
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std::cout << "Unsorted original data: " << std::endl;
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show_data(data, NUM_DATA);
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std::clock_t start = std::clock();
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shell_sort(data, NUM_DATA); // perform sorting
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std::clock_t end = std::clock();
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std::cout << std::endl
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<< "Data Sorted using custom implementation: " << std::endl;
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show_data(data, NUM_DATA);
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double elapsed_time = (end - start) * 1.f / CLOCKS_PER_SEC;
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std::cout << "Time spent sorting: " << elapsed_time << "s\n" << std::endl;
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delete[] data;
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return 0;
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}
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