File: scatterplot.py

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pyqt-qwt 1.02.02-2
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#!/usr/bin/python3

import sys
import math
#import Qwt
from PyQt5 import Qwt
import numpy as np
from PyQt5.QtCore import Qt,  QSize, qrand, QPointF
from PyQt5.QtGui import QColor,  QPixmap, QFont,  QIcon, QPen, QPolygonF
from PyQt5.QtWidgets import QMainWindow,  QWidget,  QToolBar,  QToolButton,  QHBoxLayout,  QLabel,  QApplication

def randomValue():
    #a number between [ 0.0, 1.0 ]
    return ( qrand() % 100000 ) / 100000.0

class DistancePicker(Qwt.QwtPlotPicker):
    def __init__(self, canvas):
        Qwt.QwtPlotPicker.__init__(self, canvas)
        self.setTrackerMode( Qwt.QwtPicker.ActiveOnly )
        self.setStateMachine( Qwt.QwtPickerDragLineMachine() )
        self.setRubberBand( Qwt.QwtPlotPicker.PolygonRubberBand )

    def trackerTextF(self, pos ):
        text = QwtText()
        points = self.selection();
        if ( not points.isEmpty() ):
            #QString num
            #num.setNum( QLineF( pos, invTransform( points[0] ) ).length() )
            num = "123"
            bg = QColor( Qt.white )
            bg.setAlpha( 200 )

            text.setBackgroundBrush( QBrush( bg ) )
            text.setText( num )
        return text

class Plot( Qwt.QwtPlot ):
    def __init__(self, parent=None):
        Qwt.QwtPlot.__init__(self, parent)
        self.canvas().setStyleSheet(
            "border: 2px solid Black;"
            "border-radius: 15px;"
            "background-color: qlineargradient( x1: 0, y1: 0, x2: 0, y2: 1,"
                "stop: 0 LemonChiffon, stop: 1 PaleGoldenrod );"
        )

        # attach curve
        self.d_curve = Qwt.QwtPlotCurve( "Scattered Points" )
        self.d_curve.setPen( QColor( "Purple" ) )

        # when using QwtPlotCurve.ImageBuffer simple dots can be
        # rendered in parallel on multicore systems.
        self.d_curve.setRenderThreadCount( 0 ) # 0: use QThread.idealThreadCount()
        self.d_curve.attach( self )
        self.setSymbol( None )
        # panning with the left mouse button
        Qwt.QwtPlotPanner( self.canvas() )
        # zoom in/out with the wheel
        #magnifier = Qwt.QwtPlotMagnifier( self.canvas() ) FIXME
        #magnifier.setMouseButton( Qt.NoButton )
        # distanve measurement with the right mouse button
        self.picker = DistancePicker( self.canvas() )
        self.picker.setMousePattern( Qwt.QwtPlotPicker.MouseSelect1, Qt.RightButton )
        self.picker.setRubberBandPen( QPen( Qt.blue ) )

    def setSymbol( self, symbol ):
        self.d_curve.setSymbol( symbol )
        if ( symbol == None):
            self.d_curve.setStyle( Qwt.QwtPlotCurve.Dots )

    def setSamples(self, samples ):
        self.d_curve.setPaintAttribute( Qwt.QwtPlotCurve.ImageBuffer, samples.size() > 1000 )
        self.d_curve.setSamples( samples )

class MainWindow(QMainWindow):
    def __init__(self, *args):
        QMainWindow.__init__(self, *args) 
        self.d_plot = Plot( self )
        self.d_plot.setTitle( "Scatter Plot" )
        self.setCentralWidget( self.d_plot )

        # a million points
        self.setSamples( 100000 );

    def setSamples(self, numPoints ):
        samples = QPolygonF()
        for i in range(numPoints):
            x = randomValue() * 24.0 + 1.0;
            y = math.log( 10.0 * ( x - 1.0 ) + 1.0 ) * ( randomValue() * 0.5 + 0.9 )
            samples += QPointF( x, y )
        self.d_plot.setSamples( samples )


a = QApplication( sys.argv )
m = MainWindow()
m.resize( 800, 600 )
m.show()

sys.exit(a.exec_())