用惯了Qt的QThread,爱之恨之。Qt的“信号与槽“模型,当然比纯C++用起来更顺手,对象的跨线程通信也很自然。另一面,用QThread创建
一个线程却不如C便捷。要么需要继承QThread,而后重载run函数,在其中实现逻辑功能。要么需要继承QObject类,在该类中实现逻辑功能,而
后该类的对象调用moveToThread(QThread &thrd),把该对象移动到新线程空间。C++11的thread却很方便。
突然发现我大概要从Qt回归C++了。对C++的孤陋寡闻,大概是拜Qt所赐吧。它太强大了,以至于无需去了解其他东西。
复习数据结构,发现希尔排序、快速排序先天为多线程而生。希尔排序很直观,每趟排序中各个子列放在各自的线程里执行,下一趟依赖上一趟的结果,随趟数增多
并发度减小。快排要灵活一些,数据集被不断的二分,可以使越来越多的线程参与排序。所以,希尔排序从N个线程递减至1个线程,快排从1个线程递增至N个线
程,N为处理器core总数。
粗略用C++11的Thread类实现了一下希尔排序。快排,大概需要先实现个线程池,方便分发任务。
Thread支持lambda函数,这可真是方便到家了。
1、简陋地做一个类把数组按线性映射成N个子列,书写上方便一些:
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#ifndef SHELLARRAY_H
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#define SHELLARRAY_H
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#include <exception>
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#include <string>
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#include <sstream>
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typedef std::string string;
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#include <QDebug>
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class ShellSortException:public std::exception{
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public :
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ShellSortException(string msg){m_sMsg = msg;}
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const char* what(){return m_sMsg.data();}
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~ShellSortException(){}
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private:
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string m_sMsg;
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};
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void inline throwException(const string &errMsg){
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std::stringstream errstm;
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errstm << "err:" << errMsg << " @" << __FILE__ << ":"
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<<__LINE__;
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throw ShellSortException(errstm.str());
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}
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/*
* ShellArray ---- A rough but convenient array class which is able to
* reflect a numerical array to several subset.
* Note: this is an incomplete class which cann't be used in program,
* & maybe it will be consummated with thread-safe, copy, shadow copy ,etc later.
*/
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template<class Type>
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class ShellArray
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{
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public:
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explicit ShellArray():m_nUpIdx(0){
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}
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bool initialize(Type *data,int size,int idx=0,int period=1){
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if(nullptr == data || size < 0 || period < 0 || idx < 0){
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throwException("Invalid source data information!");
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}
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m_ptData = data;
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m_nOffset = idx;
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m_nPeriod = period;
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m_nUpIdx = size / period - 1;
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if(idx < size % period)
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m_nUpIdx += 1;
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m_nSize = m_nUpIdx + 1;
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return true;
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}
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Type &operator [](int n){
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if(n > m_nUpIdx)
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throw ShellSortException("err: index over upper limit!");
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return m_ptData[n * m_nPeriod + m_nOffset];
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}
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int size(){
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return (m_nUpIdx + 1);
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}
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private:
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int m_nOffset;
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int m_nUpIdx;
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int m_nPeriod;
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int m_nSize;
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Type *m_ptData;
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};
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#endif // SHELLARRAY_H
2、希尔排序的多线程实现:
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#ifndef SHELLSORT_H
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#define SHELLSORT_H
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#include <thread>
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#include <vector>
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typedef std::thread thread;
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#include "shellarray.h"
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#define CORE_CNT 4
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#define MULTITHREAD_THRESHOLD 10
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template<class Type>
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class ShellSort final
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{
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public:
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explicit ShellSort(Type *data ,int size);
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int sort();
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static int insertSort(ShellArray<Type> &dArr,int n);
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private:
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Type *m_ptData;
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int m_nSize;
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int m_nThreadsCnt;
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};
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template <class Type>
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ShellSort<Type>::ShellSort(Type *data,int size){
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if(nullptr == data || size < 0){
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throw ShellSortException("err: ShellSort with a invalid data pointer or a invalid size!");
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}
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if(size < MULTITHREAD_THRESHOLD)
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m_nThreadsCnt = 1;
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else
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m_nThreadsCnt = CORE_CNT;
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m_nSize = size;
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m_ptData = data;
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}
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template <class Type>
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int ShellSort<Type>::sort(){
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/* There are so many data and more than one cores that we'd
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* better use multi-thread mode.
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*/
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std::vector<std::thread*> tmpVector;
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int step = 1;
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while(m_nThreadsCnt > 1){
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for(int i = 0; i < m_nThreadsCnt; ++i){
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std::thread *tThread = new std::thread([=](){
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ShellArray<Type> tmpShArr;
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tmpShArr.initialize(this->m_ptData,
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this->m_nSize,
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i,
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this->m_nThreadsCnt);
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this->insertSort(tmpShArr,tmpShArr.size());
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});
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tmpVector.push_back(tThread);
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}
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for(auto &i : tmpVector){
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i->join();
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delete i;
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}
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tmpVector.clear();
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m_nThreadsCnt -= step;
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++step;
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}
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ShellArray<Type> tArray;
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tArray.initialize(m_ptData,m_nSize);
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insertSort(tArray,tArray.size());
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return 0;
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}
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template<class Type>
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int ShellSort<Type>::insertSort(ShellArray<Type> &dArr, int n){
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try{
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Type tmp;
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int j = 0;
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for(int i = 1; i < n; ++i ){
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tmp = dArr[i];
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j = i - 1;
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while(j >= 0 && tmp < dArr[j]){
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dArr[j+1] = dArr[j];
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--j;
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}
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dArr[j+1] = tmp;
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}
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}catch(std::exception &e){
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string _str = e.what();
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qDebug() << _str.data();
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}
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return 0;
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}
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#endif // SHELLSORT_H
3、测试:
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#include <QDebug>
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#include "shellsort.h"
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int main(int argc, char *argv[])
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{
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int arr[88888];
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for(int i = 0; i < 88888; ++i)
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arr[i] = 88888-i;
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ShellArray<int> sarr;
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sarr.initialize(&arr[0],88888);
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try{
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ShellSort<int> ss(&arr[0],88888);
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ss.sort();
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std::stringstream strstm;
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for(int i = 0; i < 88888; ++i)
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strstm << arr[i] << " ";
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qDebug() << strstm.str().data();
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}catch(ShellSortException &e){
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qDebug() << e.what();
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}
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return 0;
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}
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