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mainwindow.cpp
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159 lines (142 loc) · 4.77 KB
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/****************************************************************************
** This software is released under the MIT license
** Copyright (C) 2016 Yiming Yan
****************************************************************************/
#include "mainwindow.h"
#include "ui_mainwindow.h"
#include <core/scatterplotviewwidget.h>
#include <core/matrixscatterplotviewwidget.h>
#include <core/parallelcoordinatesplotviewwidget.h>
#include <QFileDialog>
#include <QMessageBox>
#include <QFile>
#include <QDir>
#include <QDebug>
using namespace Visualisation;
MainWindow::MainWindow(QWidget *parent)
: QMainWindow(parent)
, ui(new Ui::MainWindow)
{
ui->setupUi(this);
}
MainWindow::~MainWindow()
{
delete ui;
}
void MainWindow::on_demoButton_clicked()
{
VisualisationViewWidget* scatter = new ScatterPlotViewWidget(this);
VisualisationViewWidget* mscatter = new MatrixScatterPlotViewWidget(this);
VisualisationViewWidget* parallcoord = new ParallelCoordinatesPlotViewWidget(this);
int numData = 1000;
int numCols = 5;
QStringList names;
for(int i=0; i<numCols; ++i) {
names.append(QString("DataItem" + QString::number(i)));
}
// Random data
QVector<QVector<qreal> > data;
data.resize(numData);
for(int i=0; i<numData; ++i) {
data[i].reserve(numCols);
for(int j=0; j<numCols; ++j) {
qreal bias = 1.0*qrand()/RAND_MAX;
qreal value = bias*(i+j);
data[i].append(value);
}
}
// Populate selected indices
QVariantList selectedIndices;
selectedIndices.reserve(numCols);
for(int i=0; i<numCols; ++i) {
selectedIndices.append(i);
}
scatter->setData(data, names);
scatter->setAttribute(Qt::WA_DeleteOnClose);
scatter->setSelectedIndices(selectedIndices);
scatter->show();
mscatter->setData(data, names);
mscatter->setAttribute(Qt::WA_DeleteOnClose);
mscatter->setSelectedIndices(selectedIndices);
mscatter->show();
parallcoord->setData(data, names);
parallcoord->setAttribute(Qt::WA_DeleteOnClose);
parallcoord->setSelectedIndices(selectedIndices);
parallcoord->show();
}
void MainWindow::on_loadButton_clicked()
{
QString fileName = QFileDialog::getOpenFileName(this,
tr("Open File"),
QDir::homePath(),
tr("Data Files (*.csv)"));
if(!fileName.isEmpty()) {
ui->filePathLineEdit->setText(fileName);
}
}
void MainWindow::on_plotButton_clicked()
{
QString fileName = ui->filePathLineEdit->text();
QFile file(fileName);
if(!file.open(QIODevice::ReadOnly)) {
QMessageBox::warning(this,
tr("Open File Error"),
file.errorString(),
QMessageBox::Ok);
return;
}
int counter = 0;
QVector<QVector<qreal> > data;
QStringList names;
QVariantList selectedIndices;
while (!file.atEnd()) {
QByteArray line = file.readLine();
line = line.trimmed();
QString str(line);
if(counter == 0) {
names = str.split(",");
qDebug() << names;
} else {
QStringList strlist = str.split(",");
QVector<qreal> tmp;
for(int i=0; i<strlist.length(); ++i) {
tmp.append(strlist[i].toDouble());
}
data.append(tmp);
}
qDebug() << "counter: " << counter << line;
++counter;
}
if(data.size() == 0) {
QMessageBox::warning(this,
tr("Open File Error"),
tr("No data."),
QMessageBox::Ok);
return;
}
int numCols = data[0].size();
for(int i=0; i<numCols; ++i) {
selectedIndices.append(i);
}
if(ui->scatter->isChecked()) {
VisualisationViewWidget* scatter = new ScatterPlotViewWidget(this);
scatter->setAttribute(Qt::WA_DeleteOnClose);
scatter->setData(data, names);
scatter->setSelectedIndices(selectedIndices);
scatter->show();
}
if(ui->matrixScatter->isChecked()) {
VisualisationViewWidget* mscatter = new MatrixScatterPlotViewWidget(this);
mscatter->setAttribute(Qt::WA_DeleteOnClose);
mscatter->setData(data, names);
mscatter->setSelectedIndices(selectedIndices);
mscatter->show();
}
if(ui->paralCoord->isChecked()) {
VisualisationViewWidget* parallcoord = new ParallelCoordinatesPlotViewWidget(this);
parallcoord->setAttribute(Qt::WA_DeleteOnClose);
parallcoord->setData(data, names);
parallcoord->setSelectedIndices(selectedIndices);
parallcoord->show();
}
}