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- #include "pch.h"
- #include "metavis.h"
- #include "SettingDialog.h"
- #include <QStandardPaths>
- #include <QDockwidget>
- #include <QLabel>
- #include <QLayout>
- #include <QDebug>
- #include <QStyleFactory>
- #include <QFileDialog>
- #include <QDir>
- #include <map>
- #include <boost/multiprecision/cpp_int.hpp>
- #include <QDesktopWidget>
- #include <QSlider>
- #include <QSizePolicy>
- #include <QScrollArea>
- #include <QMainWindow>
- #include "DockableGraphView.h"
- #include <QShortcut>
- #include "RangeSlider.h"
- #include "tsneIteractive.h"
- #include "util.h"
- metavis::metavis(QWidget* parent)
- : QMainWindow(parent)
- {
- ui.setupUi(this);
- /* create settings object*/
- //settings = new QSettings(QSettings::IniFormat, QSettings::UserScope, "TK", "metavis", this);
- settings = new QSettings("settings.ini", QSettings::IniFormat, this);
- //settings = new QSettings(QCoreApplication::applicationDirPath()+ "hatschi.ini", QSettings::IniFormat);
- setStyleSheet(styleSheet() + "QMainWindow::separator {background: rgb(200, 200, 200);width: 1px;height: 1px;}");
- setStyleSheet(styleSheet() + "QTabBar::tab:selected {color: rgb(0, 122, 204);}");
- setStyleSheet(styleSheet() + "QTabWidget::pane {border-top: 0px solid #C2C7CB;margin: -9px -9px -13px -9px;}");
- this->setDockNestingEnabled(true);
- option = dockOption::right;
- createBitInSpector();
- QDockWidget* saveForTabPad = lastDocked;
- option = dockOption::splitTop;
- createProjectManager();
- option = dockOption::splitLeft;
- createBitFieldV2();
- QDockWidget* saveForTabTsne = lastDocked;
- initPlotter();
- createScratchpad(saveForTabPad);
- createTSNE(saveForTabTsne);
- readMainWindowSettings();
- ui.actionOpen->setShortcut(QKeySequence(Qt::CTRL + Qt::Key::Key_O));
- QMenu* viewMenu = createPopupMenu();
- viewMenu->setTitle("View");
- ui.menuBar->insertMenu(manager->projectMenu->menuAction(), viewMenu);
- this->setCentralWidget(nullptr);
- }
- void metavis::openSetting() {
- SettingDialog settingDialog(settings, this);
- /* Blocking operation */
- settingDialog.exec();
- }
- metavis::~metavis()
- {
- writeActualMainWindowSettings();
- }
- void metavis::selectRunData(RunData* data)
- {
- selectedBestGraph->removeAll();
- selectedBestGraph->setDisplayLabel(QString::fromStdString(data->name));
- for (SingleRun& run : data->singleRunList) {
- selectedBestGraph->addSeries(&run.bestMaxSolutionFoundPerIteration, data->name, QString::fromStdString(run.name), QColor(12, 116, 137, 200), GraphPlottSeries::SeriesType::Line);
- }
- selectedBestGraph->addSeries(&data->bestAverageMaxSolutionFoundPerIteration, data->name, "average best from " + QString::fromStdString(data->name), QColor(255, 0, 0), GraphPlottSeries::SeriesType::Line);
- selectedBestGraph->getSeriesVector().back().lineWidth = 3;
- selectedBestGraph->frameGraphInView();
- }
- void metavis::selectSingleRun(SingleRun* run)
- {
- selectedBestAverageGraph->removeAll();
- selectedBestAverageGraph->setDisplayLabel(QString::fromStdString(run->name));
- selectedBestAverageGraph->addSeries(&run->bestMaxSolutionFoundPerIteration, run->runDataName, "best", QColor(255, 0, 0), GraphPlottSeries::SeriesType::Line);
- selectedBestAverageGraph->addSeries(&run->averageSolutionPerItertion, run->runDataName, "average", QColor(0, 0, 255), GraphPlottSeries::SeriesType::Line);
- selectedBestAverageGraph->frameGraphInView();
- selectedMinMaxGraph->removeAll();
- selectedMinMaxGraph->setDisplayLabel(QString::fromStdString(run->name));
- selectedMinMaxGraph->addSeries(&run->dotsForDistribution, run->runDataName,"distribution", QColor(255, 165, 0, 100), GraphPlottSeries::SeriesType::Dot);
- selectedMinMaxGraph->addSeries(&run->minSolutionPerItertion, run->runDataName,"min", QColor(255, 0, 0), GraphPlottSeries::SeriesType::Line);
- selectedMinMaxGraph->addSeries(&run->maxSolutionPerItertion, run->runDataName,"max" , QColor(0, 0, 255), GraphPlottSeries::SeriesType::Line);
- selectedMinMaxGraph->frameGraphInView();
- selectedMeanHammingDistanceGraph->removeAll();
- selectedMeanHammingDistanceGraph->setDisplayLabel(QString::fromStdString(run->name));
- selectedMeanHammingDistanceGraph->addSeries(&run->meanHammingDistancePerIteration, run->runDataName, "mean Hamming Distance", QColor(255, 0, 0), GraphPlottSeries::SeriesType::Line);
- selectedMeanHammingDistanceGraph->frameGraphInView();
- bitfieldPanel->field->setDisplayLabel(QString::fromStdString(run->name));
- bitfieldPanel->displaySingleRun(run);
- bitfieldPanel->update();
- inspectorPanel->inspector->updateData(run->begin, run->end);
- inspectorPanel->setRunName(run->name);
- tsnePanel->assignData(run->begin, run->end, QString::fromStdString(run->name));
- }
- void metavis::removeRunDataFromAllViews(RunData* data)
- {
- selectedBestAverageGraph->removeRunData(data);
- selectedBestAverageGraph->update();
- selectedMinMaxGraph->removeRunData(data);
- selectedMinMaxGraph->update();
- selectedMeanHammingDistanceGraph->removeRunData(data);
- selectedMeanHammingDistanceGraph->update();
- selectedBestGraph->removeRunData(data);
- selectedBestGraph->update();
- bitfieldPanel->clearRun();
- bitfieldPanel->update();
- inspectorPanel->removeRun();
- tsnePanel->clear();
- }
- void metavis::dockWidget(QDockWidget* dock)
- {
- switch (option) {
- case left:
- addDockWidget(Qt::LeftDockWidgetArea, dock);
- break;
- case right:
- addDockWidget(Qt::RightDockWidgetArea, dock);
- break;
- case top:
- addDockWidget(Qt::TopDockWidgetArea, dock);
- break;
- case bottom:
- addDockWidget(Qt::BottomDockWidgetArea, dock);
- break;
- case splitLeft:
- this->splitDockWidget(lastDocked, dock, Qt::Orientation::Horizontal);
- this->splitDockWidget(dock, lastDocked, Qt::Orientation::Horizontal);
- break;
- case splitRight:
- this->splitDockWidget(lastDocked, dock, Qt::Orientation::Horizontal);
- break;
- case splitBottom:
- this->splitDockWidget(lastDocked, dock, Qt::Orientation::Vertical);
- break;
- case splitTop:
- this->splitDockWidget(lastDocked, dock, Qt::Orientation::Vertical);
- this->splitDockWidget(dock, lastDocked, Qt::Orientation::Vertical);
- break;
- case tab:
- tabifyDockWidget(lastDocked, dock);
- break;
- default:
- addDockWidget(Qt::LeftDockWidgetArea, dock);
- break;
- }
- lastDocked = dock;
- }
- GraphView* metavis::createCustomWidget(QString titleString, bool tabToLast)
- {
- DockableGraphView* dock = new DockableGraphView(this, titleString);
- qDebug() << titleString;
- dockWidget(dock);
- return dock->view;
- }
- void metavis::createBitFieldV2()
- {
- QDockWidget* dock = new QDockWidget(this);
- bitfieldPanel = new BitfieldControlPanel(this);
- bitfieldPanel->field->setScratchpad(pad);
- bitfieldPanel->field->setInformation("<h3><u>Bitfield</u></h3>This search space visualization displays all found solution of a single run.<br>Hover over a dot to see its bitstring.<br>The color represents the objective function.<br><b><font color=\"gray\">Gray</font> patterned area:</b> Represents the area where no solution can be generated.<br><b>Y Axis:</b> Represents the amount of set bits of a solution.<br><b>X Axis:</b> The x axis represents the position of the solution which is concluded by collapsing<br>all solutions of a Y Value and spreading these between 0 and 1. The solutions are sorted descendingly based on their value.<br>Example with a four long bitstring and two set bits. For two set bits, there are six different solutions:<br>1100 1010 1001 0110 0101 0011<br>The solution 0101 is the 5th possible solution and gets the position value \'0.8\'.<br><br><b>Tipp:</b> Select an interesting area and add the points to the scratchpad for fast comparison.<h3><u>Options</u></h3>The Transparency slider handles the transparency of the dots.<br>The Size slider handles the radius of the dots.<br><b>Tipp:</b> Make the dots big and the transparency low the see clustering.<br>Under \'More Options\' the color for the objective function and the displayed itertion can be controlled.");
- dock->setWindowTitle("Bitfield");
- dock->setObjectName("Bitfield");
- dock->setWidget(bitfieldPanel);
- dockWidget(dock);
- }
- void metavis::createProjectManager()
- {
- QDockWidget* dock= new QDockWidget(this);
- manager = new ProjectManager(this);
- dock->setWindowTitle("Project Manager");
- dock->setObjectName("Project Manager");
- dock->setWidget(manager);
- connect(ui.actionOpen, &QAction::triggered, manager, &ProjectManager::openFileDialog);
- dockWidget(dock);
- manager->projectMenu->setTitle("Project");
- ui.menuBar->addMenu(manager->projectMenu);
- }
- void metavis::createTSNE(QDockWidget* dockto)
- {
- QDockWidget* dock = new QDockWidget(this);
- tsnePanel = new TsneControlPanel(this);
- connect(tsnePanel, &TsneControlPanel::started, this, [this]() {this->showStatusBarMessage("T-SNE calculating...");});
- connect(tsnePanel, &TsneControlPanel::finished, this, &metavis::clearStatusBar);
- tsnePanel->plott->setScratchpad(pad);
- tsnePanel->plott->setInformation("<h3><u>T-SNE</u></h3>This search space evaluation uses a gradient descent method and has to be calculated first via the \"Start\" button.<br>This search space visualization display all found solutions of a single run.<br>Hover over a dot to see its bitstring.<br>The color represents the objective function.<br> The axes have no special meaning besides indicating the distance between solutions.<br><b>Start Button:</b> Starts the tsne methods. This may take a while.<br><b>Pause Button:</b> Pauses the tsne methods.<br><br><br><b>Tipp</b> select a interesting area and add the points to the scratchpad for fast comparison.<h3><u>Options</u></h3>Transparency slider handles the transparency of the dots.<br>Size slider handles the radius of the dots.<br><b>Tipp</b> make the dots big and the transparency low the see clustering.<br>Under \'More Options\' the color for the objective function and the displayed itertion can be controlled.<br> Also to important parameter for T-SNE can be controlled via slider or textfield.<br><b>Perplexity</b> is a parameter that should indicate how many neighbors a solution have.<br><b>Learnrate:</b> is a parameter that determine how fast the gradient descent methods make updates.");
- dock->setWindowTitle("T-SNE");
- dock->setObjectName("T-SNE");
- dock->setWidget(tsnePanel);
- this->tabifyDockWidget(dockto, dock);
- dockto->raise();
- }
- GraphPlott* metavis::initGraphPlott(QString title, QString YAxisLegend, QString XAxisLegend)
- {
- QDockWidget* dock = new QDockWidget(this);
- GraphPlott* graphplott = new GraphPlott(this);
- graphplott->setDefaultVisibleWindow(0, 100, 30, 110);
- dock->setWidget(graphplott);
- dock->setWindowTitle(title);
- dock->setObjectName(title);
- graphplott->setAxisLegend(XAxisLegend, YAxisLegend);
- dockWidget(dock);
- return graphplott;
- }
- void metavis::initPlotter()
- {
- option = splitLeft;
- selectedBestGraph = initGraphPlott("Best Overview");
- selectedBestGraph->setScratchpad(pad);
- selectedBestGraph->setInformation("<h3><u>Best Overview</u></h3>Shows all best graphs in <font color=\"gray\">gray</font> for comparison.<br>The <font color=\"red\">red</font> line shows the average best over all repetition.<br>By hovering over a line the repetition name is shown.<br><br><b>Objective Function:</b> Describes how good the solution is, it depends on the problem if a low or high value is desired.");
- option = splitTop;
- selectedBestAverageGraph = initGraphPlott("Best Average");
- selectedBestAverageGraph->setScratchpad(pad);
- selectedBestAverageGraph->setInformation("<h3><u>Best Average</u></h3>The <font color=\"red\">red</font> line shows the best graph that presents the best objective function value found for each iteration of a single repetition.<br>The <font color=\"blue\">blue</font> line shows the average graph that presents the average objective function value in the popullation for each iteration of a single repetition.<br><br><b>Objective Function:</b> Describes how good the solution is. It depends on the problem if a low or high value is desired.");
- //GraphPlott* selectedParticleGraph = initGraphPlott("Best Vs Average");
- option = tab;
- selectedMinMaxGraph = initGraphPlott("Min Max Distribution");
- selectedMinMaxGraph->setInformation("<h3><u>Min Max Distribution</u></h3>The <font color=\"blue\">blue</font> line shows the max graph that presents the maximum objective function value in the popullation for each iteration of a single round.<br>The <font color=\"red\">red</font> line shows the minimum objective function value in the popullation for each iteration of a single round.<br>The <font color=\"orange\">orange</font> dots show all objective function values in the population for each iteration of a single repetition.<br><br><b>Objective Function:</b> Describes how good the solution is. It depends on the problem if a low or high value is desired.");
- selectedMinMaxGraph->setScratchpad(pad);
- option = tab;
- selectedMeanHammingDistanceGraph = initGraphPlott("Mean Hamming Distance", "Mean Hamming Distance");
- selectedMeanHammingDistanceGraph->setInformation("<h3><u>Mean Hamming Distance</u></h3>The <font color=\"red\">red</font> line shows the mean hamming distance for each solution to each solution from the population for each iteration of a single repetition.<br><br><b>Hamming Distance:</b> Describes the distance between to bitstrings by calculating the amount of different bits, e.g. 00110 and 11100 have a hamming distance of 3.");
- multiBestGraph;
- multiAvgGraph;
- multiMinGraph;
- multiMaxGraph;
- multiMeanHammingDistanceGraph;
- }
- void metavis::createBitInSpector()
- {
- QDockWidget* dock = new QDockWidget(this);
- inspectorPanel = new BitInspectorPanel(this);
- dock->setWidget(inspectorPanel);
- dock->setWindowTitle("Inspector");
- dock->setObjectName("Inspector");
- dockWidget(dock);
- }
- void metavis::createScratchpad(QDockWidget* dockto)
- {
- QDockWidget* dock = new QDockWidget(this);
- dock->setWidget(pad);
- dock->setWindowTitle("Scratchpad");
- dock->setObjectName("Scratchpad");
- this->tabifyDockWidget(dockto, dock);
- dockto->raise();
- }
- void metavis::writeActualMainWindowSettings()
- {
- settings->beginGroup("MainWindow");
- settings->setValue("maximized", isMaximized());
- if (!isMaximized()) {
- /* position and size of the window if not maximized */
- settings->setValue("pos", pos());
- settings->setValue("size", size());
- settings->setValue("screenCount", QApplication::desktop()->screenCount());
- }
- settings->setValue("geometry", saveGeometry());
- settings->setValue("windowState", saveState());
- settings->endGroup();
- }
- void metavis::readMainWindowSettings()
- {
- settings->beginGroup("MainWindow");
- if (QApplication::desktop()->screenCount() == settings->value("screenCount", 1)) {
- //Only when same screeenCount move the window;
- move(settings->value("pos", QPoint(360, 200)).toPoint());
- }
- resize(settings->value("size", QSize(1200, 675)).toSize());
- if (settings->value("maximized", false).toBool()) {
- showMaximized();
- }
- this->restoreGeometry(settings->value("geometry").toByteArray());
- this->restoreState(settings->value("windowState").toByteArray());
- settings->endGroup();
- }
- void metavis::openFile()
- {
-
- //int oldIndex = runVec.size();
- /*int size = runList.size();
- for (int i = 0; i < pathList.size(); i++) {
- qDebug() << "file:" << pathList[i];
- runList.push_back(RunData(pathList[i].toStdString()));
- }*/
- /*for (std::list<RunData>::iterator iter = std::next(runList.begin(), size); iter != runList.end(); iter++) {
- QColor runColor = multiBestGraph->generateNextColorForGraph();
- multiBestGraph->addLine(&iter->bestMinSolutionFoundPerIteration, &*iter, runColor);
- multiAvgGraph->addLine(&iter->averageSolutionPerItertion, &*iter, runColor);
- multiMaxGraph->addLine(&iter->maxSolutionPerItertion, &*iter, runColor);
- multiMinGraph->addLine(&iter->minSolutionPerItertion, &*iter, runColor);
- multiMeanHammingDistanceGraph->addLine(&iter->meanHammingDistancePerIteration, &*iter, runColor);
- }*/
- /*
- for (int i = 0; i < runList.size(); i++) {
- QColor runColor = multiBestGraph->generateNextColorForGraph();
- multiBestGraph->addLine(&runList[i].bestSolutionPerIteration, &runList[i], runColor);
- multiAvgGraph->addLine(&runList[i].averageSolutionPerItertion, &runList[i], runColor);
- multiMaxGraph->addLine(&runList[i].maxSolutionPerItertion, &runList[i], runColor);
- multiMinGraph->addLine(&runList[i].minSolutionPerItertion, &runList[i], runColor);
- //multiMeanHammingDistanceGraph->addLine(&runVec[i].meanHammingDistancePerIteration, &runVec[i], runColor);
- }*/
- /*std::vector<RunData>::iterator end = runVec.end();
- for (int i = 0; i < pathList.size(); i++) {
- qDebug() << "file:" << pathList[i];
- runVec.push_back(RunData(pathList[i].toStdString()));
- }
- for (std::vector<RunData>::iterator iter = end; iter != runVec.end(); iter++) {
- QColor runColor = multiBestGraph->generateNextColorForGraph();
- multiBestGraph->addLine(&iter->bestSolutionPerIteration, &*iter, runColor);
- multiAvgGraph->addLine(&iter->averageSolutionPerItertion, &*iter, runColor);
- multiMaxGraph->addLine(&iter->maxSolutionPerItertion, &*iter, runColor);
- multiMinGraph->addLine(&iter->minSolutionPerItertion, &*iter, runColor);
- multiMeanHammingDistanceGraph->addLine(&iter->meanHammingDistancePerIteration, &*iter, runColor);
- }*/
- //actualBestAverageGraph->addLine(runVec[0].bestSolutionPerIteration, QColor(255, 0, 0));
- //actualBestAverageGraph->addLine(runVec[0].averageSolutionPerItertion, QColor(0, 0, 255));
- //actualMinMaxGraph->addLine(runVec[0].minSolutionPerItertion, QColor(255, 0, 0));
- //actualMinMaxGraph->addLine(runVec[0].maxSolutionPerItertion, QColor(0, 0, 255));
- //actualMinMaxGraph->addDots(runVec[0].dotsForDistribution, QColor(255, 165, 0, 100));
- //for (auto iter = runVec[0].particleMap.begin(); iter != runVec[0].particleMap.end(); iter++) {
- // actualParticleGraph->addLine(iter->second);
- //}
- ////Test
- /*RunData* rundata = &runList.back();
- bitField->addDots(&rundata->dotsForBitField, rundata, QColor(255, 165, 0, 100));
- updateBitFieldColors();
- bitField->graphSeriesVec.back().useDataPointColor = true;
- tsneWidget->assignRunData(&runList.back());
- inspector->addData(&runList.back().solutionVec);
- plottTest->addSeries(&rundata->bestMaxSolutionFoundPerIteration, rundata, QColor(255, 165, 0, 100), GraphPlottSeries::SeriesType::Line);*/
- //actualMeanHmmingDistanceGraph->addLine(runVec[0].meanHammingDistancePerIteration, QColor(255, 0, 0));
- }
- void metavis::showStatusBarLoading()
- {
- ui.statusBar->showMessage("Loading...");
- ui.statusBar->setStyleSheet("background-color: rgb(247, 197, 72);");
- }
- void metavis::showStatusBarMessage(QString message)
- {
- ui.statusBar->showMessage(message);
- ui.statusBar->setStyleSheet("background-color: rgb(247, 197, 72);");
- }
- void metavis::clearStatusBar()
- {
- ui.statusBar->clearMessage();
- ui.statusBar->setStyleSheet("background-color: rgb(240, 240, 240);");
- }
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