main.cpp 范例文件

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#include <QList>
#include <QMap>
#include <QTextStream>
#include <QString>
#include <QStringList>
#include <QDir>
#include <QTime>
#include <QApplication>
#include <QDebug>
#include <qtconcurrentmap.h>
using namespace QtConcurrent;
/*
    Utility function that recursivily searches for files.
*/
QStringList findFiles(const QString &startDir, const QStringList &filters)
{
    QStringList names;
    QDir dir(startDir);
    const auto files = dir.entryList(filters, QDir::Files);
    for (const QString &file : files)
        names += startDir + '/' + file;
    const auto subdirs =  dir.entryList(QDir::AllDirs | QDir::NoDotAndDotDot);
    for (const QString &subdir : subdirs)
        names += findFiles(startDir + '/' + subdir, filters);
    return names;
}
typedef QMap<QString, int> WordCount;
/*
    Single threaded word counter function.
*/
WordCount singleThreadedWordCount(const QStringList &files)
{
    WordCount wordCount;
    for (const QString &file : files) {
        QFile f(file);
        f.open(QIODevice::ReadOnly);
        QTextStream textStream(&f);
        while (!textStream.atEnd()) {
            const auto words =  textStream.readLine().split(' ');
            for (const QString &word : words)
                wordCount[word] += 1;
        }
    }
    return wordCount;
}
// countWords counts the words in a single file. This function is
// called in parallel by several threads and must be thread
// safe.
WordCount countWords(const QString &file)
{
    QFile f(file);
    f.open(QIODevice::ReadOnly);
    QTextStream textStream(&f);
    WordCount wordCount;
    while (!textStream.atEnd()) {
        const auto words =  textStream.readLine().split(' ');
        for (const QString &word : words)
            wordCount[word] += 1;
    }
    return wordCount;
}
// reduce adds the results from map to the final
// result. This functor will only be called by one thread
// at a time.
void reduce(WordCount &result, const WordCount &w)
{
    QMapIterator<QString, int> i(w);
    while (i.hasNext()) {
        i.next();
        result[i.key()] += i.value();
    }
}
int main(int argc, char** argv)
{
    QApplication app(argc, argv);
    qDebug() << "finding files...";
    QStringList files = findFiles("../../", QStringList() << "*.cpp" << "*.h");
    qDebug() << files.count() << "files";
    qDebug() << "warmup";
    {
        WordCount total = singleThreadedWordCount(files);
    }
    qDebug() << "warmup done";
    int singleThreadTime = 0;
    {
        QTime time;
        time.start();
        WordCount total = singleThreadedWordCount(files);
        singleThreadTime = time.elapsed();
        qDebug() << "single thread" << singleThreadTime;
    }
    int mapReduceTime = 0;
    {
        QTime time;
        time.start();
        WordCount total = mappedReduced(files, countWords, reduce);
        mapReduceTime = time.elapsed();
        qDebug() << "MapReduce" << mapReduceTime;
    }
    qDebug() << "MapReduce speedup x" << ((double)singleThreadTime - (double)mapReduceTime) / (double)mapReduceTime + 1;
}