/** \example speedtestplot.cpp * JKQTPlotter: Examples: Simple line-graph with live-data (speed test) * * \ref JKQTPlotterSpeedTest */ #include "jkqtpexampleapplication.h" #include "speedtestplot.h" #include "jkqtplotter/graphs/jkqtpscatter.h" #include "jkqtcommon_statistics_and_math/jkqtpstatisticstools.h" SpeedTestPlot::SpeedTestPlot(): JKQTPlotter(), NDATA(500), dx(1.0/500.0*4.0*JKQTPSTATISTICS_PI), x0(0) { X.fill(0); Y.fill(0); Y2.fill(0); // 1. optimize JKQTPlotter for speed (by switching off anti-aliasing) getPlotter()->setUseAntiAliasingForGraphs(false); getPlotter()->setUseAntiAliasingForSystem(false); getPlotter()->setUseAntiAliasingForText(false); // 2. now we create data for a simple plot (a sine curve + random[-0.5,0.5]) updateDataSize(NDATA, false); // 3. make data available to JKQTPlotter by adding it to the internal datastore. // Here the data from the std::array's is not copied, but only the pointer to // the array is added to the datastore. therefore the datastore does not manage // the memory, oly uses the data stored in it! JKQTPDatastore* ds=getDatastore(); size_t columnX=ds->addColumn(X.data(), NDATA, "x"); size_t columnY=ds->addColumn(Y.data(), NDATA, "y"); size_t columnY2=ds->addColumn(Y2.data(), NDATA, "y2"); // 4. create two graphs in the plot, which plots the dataset X/Y: graph=new JKQTPXYLineGraph(this); graph->setXColumn(columnX); graph->setYColumn(columnY); graph->setTitle(QObject::tr("live sin() graph")); graph->setLineWidth(1); graph->setSymbolType(JKQTPNoSymbol); addGraph(graph); graph2=new JKQTPXYLineGraph(this); graph2->setXColumn(columnX); graph2->setYColumn(columnY2); graph2->setTitle(QObject::tr("live cos() graph")); graph2->setLineWidth(1); graph2->setSymbolType(JKQTPNoSymbol); addGraph(graph2); // 6. scale the plot so the graph is contained setX(X[0], X[NDATA-1]); setY(-2,2); actAntiAliase=new QAction(QObject::tr("Anti-Aliase")); actAntiAliase->setCheckable(true); actAntiAliase->setChecked(false); connect(actAntiAliase, &QAction::triggered, std::bind([](SpeedTestPlot* p){ p->getPlotter()->setUseAntiAliasingForGraphs(p->actAntiAliase->isChecked()); p->getPlotter()->setUseAntiAliasingForSystem(p->actAntiAliase->isChecked()); p->getPlotter()->setUseAntiAliasingForText(p->actAntiAliase->isChecked()); if (!p->actAnimation->isChecked()) p->redrawPlot(); }, this)); actTwoGraphs=new QAction(QObject::tr("2 Graphs")); actTwoGraphs->setCheckable(true); actTwoGraphs->setChecked(true); connect(actTwoGraphs, &QAction::triggered, std::bind([](SpeedTestPlot* p, JKQTPXYLineGraph* g){ g->setVisible(p->actTwoGraphs->isChecked()); if (!p->actAnimation->isChecked()) p->redrawPlot(); }, this, graph2)); actFixedXAxis=new QAction(QObject::tr("Fixed X-Axis")); actFixedXAxis->setCheckable(true); actFixedXAxis->setChecked(false); actLines=new QAction(QObject::tr("Show Graph Lines")); actLines->setCheckable(true); actLines->setChecked(true); connect(actLines, &QAction::toggled, std::bind([](bool enabled, JKQTPXYLineGraph* g, JKQTPXYLineGraph* g2,SpeedTestPlot* p){ g->setDrawLine(enabled); g2->setDrawLine(enabled); if (!p->actAnimation->isChecked()) p->redrawPlot(); }, std::placeholders::_1, graph, graph2,this)); actSymbols=new QAction(QObject::tr("Show Graph Symbols")); actSymbols->setCheckable(true); actSymbols->setChecked(false); connect(actSymbols, &QAction::toggled, std::bind([](bool enabled, JKQTPXYLineGraph* g, JKQTPXYLineGraph* g2,SpeedTestPlot* p){ g->setSymbolType(enabled?JKQTPCross:JKQTPNoSymbol); g2->setSymbolType(enabled?JKQTPCircle:JKQTPNoSymbol); if (!p->actAnimation->isChecked()) p->redrawPlot(); }, std::placeholders::_1, graph, graph2,this)); menuSizes=new QMenu(QObject::tr("number of datapoints"), this); QActionGroup* actGroup=new QActionGroup(menuSizes); for (size_t size: {50,100, 500, 1000, 2000, 10000}) { QAction* act=actGroup->addAction(QString::number(size)); act->setCheckable(true); act->setChecked(size==500); connect(act, &QAction::toggled, std::bind([](bool enabled,SpeedTestPlot* p, size_t size){ if (enabled) { p->updateDataSize(size); } }, std::placeholders::_1, this, size)); menuSizes->addAction(act); } actUseNonvisibleLineCompression=new QAction(QObject::tr("use NonvisibleLineCompression")); actUseNonvisibleLineCompression->setCheckable(true); actUseNonvisibleLineCompression->setChecked(true); connect(actUseNonvisibleLineCompression, &QAction::toggled, std::bind([](bool enabled, JKQTPXYLineGraph* g, JKQTPXYLineGraph* g2,SpeedTestPlot* p){ g->setUseNonvisibleLineCompression(enabled); g2->setUseNonvisibleLineCompression(enabled); if (!p->actAnimation->isChecked()) p->redrawPlot(); }, std::placeholders::_1, graph, graph2,this)); menuUseNonvisibleLineCompressionAgressiveness=new QMenu(QObject::tr("NonvisibleLineCompression level"), this); actGroup=new QActionGroup(menuUseNonvisibleLineCompressionAgressiveness); for (double a: {0.5, 0.8, 1.0, 1.5, 2.0, 5.0}) { QAction* act=actGroup->addAction(QString::number(a)); act->setCheckable(true); act->setChecked(a==1.0); connect(act, &QAction::toggled, std::bind([](bool enabled,JKQTPXYLineGraph* g, JKQTPXYLineGraph* g2,SpeedTestPlot* p, double a){ g->setNonvisibleLineCompressionAgressiveness(a); g2->setNonvisibleLineCompressionAgressiveness(a); if (!p->actAnimation->isChecked()) p->redrawPlot(); }, std::placeholders::_1, graph, graph2,this, a)); menuUseNonvisibleLineCompressionAgressiveness->addAction(act); } actStepAnimation=new QAction(QObject::tr("Next Animation Step")); actStepAnimation->setCheckable(false); actStepAnimation->setEnabled(false); connect(actStepAnimation, &QAction::triggered, std::bind([](SpeedTestPlot* p){ p->plotNewData(); }, this)); actAnimation=new QAction(QObject::tr("Animation Active")); actAnimation->setCheckable(true); actAnimation->setChecked(true); connect(actAnimation, &QAction::toggled, std::bind([](bool enabled, SpeedTestPlot* p, QAction* actStepAnimation){ if (enabled) { p->plotNewData(); } actStepAnimation->setEnabled(!enabled); }, std::placeholders::_1, this, actStepAnimation)); addAction(actAntiAliase); addAction(actFixedXAxis); addAction(menuSizes->menuAction()); addAction(actTwoGraphs); addAction(actLines); addAction(actSymbols); addAction(actUseNonvisibleLineCompression); addAction(menuUseNonvisibleLineCompressionAgressiveness->menuAction()); addAction(actAnimation); addAction(actStepAnimation); // show plotter and make it a decent size show(); resize(1000,500); } SpeedTestPlot::~SpeedTestPlot() { } void SpeedTestPlot::plotNewData() { if (actFixedXAxis->isChecked()) { // ALTERNATIVE: MOVE data, but keep x-axis range x0+=dx; for (size_t i=0; i(std::rand())/static_cast(RAND_MAX + 1u)-0.5+addOutlier(1.0/static_cast(NDATA/5), 2.0); Y2[NDATA-1]=cos(X[NDATA-1]+x0)+static_cast(std::rand())/static_cast(RAND_MAX + 1u)-0.5+addOutlier(1.0/static_cast(NDATA/7), 2.0); } else { // move old data to the left for (size_t i=0; i(std::rand())/static_cast(RAND_MAX + 1u)-0.5+addOutlier(1.0/static_cast(NDATA/5), 2.0); Y2[NDATA-1]=cos(X[NDATA-1])+static_cast(std::rand())/static_cast(RAND_MAX + 1u)-0.5+addOutlier(1.0/static_cast(NDATA/7), 2.0); } // set new x-range and replot setX(X[0], X[NDATA-1]); redrawPlot(); // calculate and update FPS-rate in window title const auto tlastalst=t_lastplot; t_lastplot=std::chrono::system_clock::now(); const double delta_secs=static_cast(std::chrono::duration_cast(t_lastplot-tlastalst).count())/1000.0; calctimes.push_back(delta_secs); if (delta_secs<0.05) { while (calctimes.size()>60) calctimes.pop_front(); } else if (delta_secs<0.1) { while (calctimes.size()>30) calctimes.pop_front(); } else if (delta_secs<1) { while (calctimes.size()>10) calctimes.pop_front(); } else { while (calctimes.size()>5) calctimes.pop_front(); } setWindowTitle(QString("Live Data Speed Test: %2 datapoint, %3 [this: %1] fps").arg(1.0/delta_secs,0,'f',2).arg(NDATA).arg(1.0/jkqtpstatAverage(calctimes.begin(), calctimes.end()),0,'f',2)); // enqueue call for next data value if (actAnimation->isChecked()) QTimer::singleShot(1, this, SLOT(plotNewData())); } void SpeedTestPlot::updateDataSize(size_t newSize, bool updatePlots) { NDATA=newSize; dx=1.0/double(NDATA)*4.0*JKQTPSTATISTICS_PI; // 2. now we create data for a simple plot (a sine curve + random[-0.5,0.5]) for (size_t i=0; i(i)*dx; X[i]=x0+x; Y[i]=sin(x)+static_cast(std::rand())/static_cast(RAND_MAX + 1u)-0.5+addOutlier(1.0/static_cast(NDATA/5), 2.0); Y2[i]=cos(x)+static_cast(std::rand())/static_cast(RAND_MAX + 1u)-0.5+addOutlier(1.0/static_cast(NDATA/7), 2.0); } if (updatePlots) { // 3. make data available to JKQTPlotter by adding it to the internal datastore. // Here the data from the std::array's is not copied, but only the pointer to // the array is added to the datastore. therefore the datastore does not manage // the memory, oly uses the data stored in it! JKQTPDatastore* ds=getDatastore(); ds->clear(); size_t columnX=ds->addColumn(X.data(), NDATA, "x"); size_t columnY=ds->addColumn(Y.data(), NDATA, "y"); size_t columnY2=ds->addColumn(Y2.data(), NDATA, "y2"); // 4. create two graphs in the plot, which plots the dataset X/Y: graph->setXColumn(columnX); graph->setYColumn(columnY); graph2->setXColumn(columnX); graph2->setYColumn(columnY2); // 6. scale the plot so the graph is contained setX(X[0], X[NDATA]); setY(-2,2); } } double SpeedTestPlot::addOutlier(double prob, double height) { if (static_cast(std::rand())/static_cast(RAND_MAX + 1u)(std::rand())/static_cast(RAND_MAX + 1u)-1.0); else return 0; }