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b/Inference/PyQT_Plot.py |
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from pyqtgraph.Qt import QtGui, QtCore, QtWidgets |
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import pyqtgraph as pg |
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import numpy as np |
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import sys |
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import tkinter as tk |
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def create_dashboard(data, peaks,all_hr, all_br): |
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"""[summary] |
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Arguments: |
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data {numpy.ndarray} -- ECG plot |
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peaks {list} -- R peaks |
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all_hr {list} -- Heart rate per minute |
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all_br {list} -- Breathing rate per minute |
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""" |
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global i, rpindex, win, rpeakx, rpeaky, hr, br, hrslid, brslid, slidflaghr, slidflagbr, slidPoshr, slidPosbr, hrindex, chk, chkbr, popflag, trigflag, popwind |
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class KeyPressWindow(pg.GraphicsLayoutWidget): |
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sigKeyPress = QtCore.pyqtSignal(object) |
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def keyPressEvent(self, ev): |
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self.scene().keyPressEvent(ev) |
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self.sigKeyPress.emit(ev) |
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def keyPressed(evt): |
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if evt.key() == QtCore.Qt.Key_P: |
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timer.stop() |
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if evt.key() == QtCore.Qt.Key_S: |
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timer.start() |
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timer = QtCore.QTimer() |
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app = QtGui.QApplication(sys.argv) |
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mscreen = KeyPressWindow() |
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mscreen.sigKeyPress.connect(keyPressed) |
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mscreen.show() |
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mscreen.resize(tk.Tk().winfo_screenwidth(), tk.Tk().winfo_screenheight()) |
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popwind = QtWidgets.QMessageBox() |
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popwind.setIcon(QtWidgets.QMessageBox.Critical) |
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popwind.setWindowTitle("WARNING/COURSE OF ACTION") |
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popwind.setFont(QtGui.QFont("sans-serif", 16)) |
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changingLabel = QtGui.QLabel() |
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#########IDENTIFIERS################### |
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rpindex = 0 |
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win = 37 |
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hrindex = 37 |
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slidPoshr = 0.5 |
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slidPosbr = 0.5 |
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popflag = 0 |
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trigflag = 1 |
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ecg = [] |
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slidflaghr = 0 |
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slidflagbr = 0 |
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hr = all_hr[hrindex] |
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br = all_br[hrindex] |
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############ECG PLOT############# |
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rpeaks = pg.ScatterPlotItem(size=10, pen=pg.mkPen(0.5), brush=pg.mkBrush(0, 0, 255, 120)) |
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ecgwind = mscreen.addPlot(row = 0, col = 0, colspan = 3) |
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ecgwind.hideAxis('left') |
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ecgwind.hideAxis('bottom') |
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plt_grid = pg.GridItem() |
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ecgbg = ecgwind.getViewBox() |
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ecgbg.setBackgroundColor((255, 255, 255)) |
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curve_ecg = ecgwind.plot( pen=pg.mkPen((0, 0, 0), width=1)) |
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ecgwind.addItem(curve_ecg) |
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ecgwind.addItem(rpeaks) |
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ecgwind.addItem(plt_grid) |
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#####################################3 |
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#####HEART RATE############# |
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curvex1 = np.linspace(-5, 5, 10) |
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curvey1 = np.sin(curvex1) / curvex1 |
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hrwind = mscreen.addPlot(row = 1, col = 0) |
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hrwind.plot(x = curvex1, y = curvey1, pen=(255, 255, 255)) |
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hrbg = hrwind.getViewBox() |
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hrbg.setBackgroundColor((255, 255, 255)) |
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fileNamehr = '../images/HR.jpg' |
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imghr = pg.QtGui.QGraphicsPixmapItem(pg.QtGui.QPixmap(fileNamehr)) |
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imghr.scale(1, -1) |
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hrwind.hideAxis('left') |
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hrwind.hideAxis('bottom') |
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hrwind.addItem(imghr) |
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hrval = pg.TextItem(color = (0,0,0), anchor=(-0.3,0.5)) |
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fonthrval = changingLabel.font() |
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fonthrval.setPointSize(86) |
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hrval.setFont(fonthrval) |
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fonthrval.setPointSize(40) |
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texthr = pg.TextItem(color = (0,0,0), anchor=(-0.3,0.5)) |
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fonthr = changingLabel.font() |
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fonthr.setPointSize(40) |
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texthr.setFont(fonthr) |
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texthr.setText("HR") |
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texthr.setPos(130, curvey1.max()/2 - 220) |
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hrwind.addItem(hrval) |
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hrwind.addItem(texthr) |
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################################# |
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#####BREATHING RATE############# |
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curvex2 = np.linspace(-5, 5, 10) |
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curvey2 = np.sin(curvex2) / curvex2 |
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brwind = mscreen.addPlot(row = 1, col = 1) |
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brwind.plot(x = curvex2,y = curvey2, pen=(255, 255, 255)) |
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brbg = brwind.getViewBox() |
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brbg.setBackgroundColor((255, 255, 255)) |
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filebr = '../images/BR.jpg' |
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imgbr = pg.QtGui.QGraphicsPixmapItem(pg.QtGui.QPixmap(filebr)) |
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imgbr.scale(1, -1) |
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brwind.addItem(imgbr) |
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brwind.hideAxis('left') |
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brwind.hideAxis('bottom') |
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brval = pg.TextItem(color = (0,0,0), anchor=(-0.3,0.5)) |
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font1 = changingLabel.font() |
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font1.setPointSize(86) |
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brval.setFont(font1) |
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textbr = pg.TextItem(color = (0,0,0), anchor=(-0.3,0.5)) |
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fontbr = changingLabel.font() |
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fontbr.setPointSize(40) |
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textbr.setFont(fontbr) |
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textbr.setText("BR") |
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textbr.setPos(130, curvey2.max()/2 - 220) |
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brwind.addItem(brval) |
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brwind.addItem(textbr) |
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################################# |
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###### SLIDER ############# |
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slidwind = mscreen.addPlot(row = 1, col = 2) |
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slidbg = slidwind.getViewBox() |
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slidbg.setBackgroundColor((255, 255, 255)) |
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curvex3 = np.linspace(0, 860, 2) |
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curvey3 = [-158 for x in curvex3] |
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fileslider = '../images/Slider.jpg' |
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imgslid = pg.QtGui.QGraphicsPixmapItem(pg.QtGui.QPixmap(fileslider)) |
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imgslid.scale(1, -1) |
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slidwind.addItem(imgslid) |
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linehr = slidwind.plot(x = curvex3,y = curvey3, pen=(255, 255, 255)) |
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hrslid = pg.CurvePoint(linehr) |
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slidwind.addItem(hrslid) |
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texthr1 = pg.TextItem(color = (0,0,0), anchor=(-0.3,0.5)) |
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fonthr1 = changingLabel.font() |
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fonthr1.setPointSize(40) |
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texthr1.setFont(fonthr1) |
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texthr1.setText("HR") |
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texthr1.setPos(320, curvey1.max() - 270) |
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slidwind.addItem(texthr1) |
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arrowhr = pg.ArrowItem(angle=90) |
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arrowhr.setStyle(headLen = 30) |
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arrowhr.setParentItem(hrslid) |
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hrslid.setPos(slidPoshr) |
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curvey4 = [-465 for x in curvex3] |
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linebr = slidwind.plot(x = curvex3 ,y = curvey4 , pen=(255, 255, 255)) |
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brslid = pg.CurvePoint(linebr) |
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slidwind.addItem(brslid) |
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textbr1 = pg.TextItem(color = (0,0,0), anchor=(-0.3,0.5)) |
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fontbr1 = changingLabel.font() |
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fontbr1.setPointSize(40) |
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textbr1.setFont(fontbr1) |
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textbr1.setText("BR") |
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textbr1.setPos(320, curvey1.max() - 570) |
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slidwind.addItem(textbr1) |
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arrowbr = pg.ArrowItem(angle=90) |
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arrowbr.setStyle(headLen = 30) |
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arrowbr.setParentItem(brslid) |
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brslid.setPos(slidPosbr) |
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slidwind.hideAxis('left') |
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slidwind.hideAxis('bottom') |
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########################## |
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rpeakx = [x for x in peaks[win] if x <= 1000] |
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rpeaky = [float(data[win][y]) for y in rpeakx] |
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chk = 1 |
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chkbr = 1 |
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for i in range(1,1001): |
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ecg.append(float(data[win][i])) |
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rpindex = len(rpeakx) |
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def update(): |
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global i, win, rpindex, rpeakx, rpeaky, hr, br, hrslid, brslid, slidflaghr, slidflagbr, slidPoshr, slidPosbr, hrindex, chk, chkbr, popflag, trigflag, popwind |
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rpeaks.clear() |
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ecg.pop(0) |
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if(len(rpeakx)!=0 and rpeakx[0] < 1): |
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rpeakx.pop(0) |
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rpeaky.pop(0) |
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rpeakx = [x-1 for x in rpeakx] |
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if(i+1<len(data[win])): |
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i += 1 |
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if(rpindex < len(peaks[win]) and i == peaks[win][rpindex]): |
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rpindex += 1 |
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rpeakx.append(1000) |
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rpeaky.append(data[win][i]) |
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else: |
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rpindex = 0 |
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win += 1 |
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i = 0 |
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if 100 <= hr <110: |
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meterhr = -1 |
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slidflaghr = 1 |
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elif hr < 100: |
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popflag = 1 |
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meterhr = -2 |
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slidflaghr = 1 |
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elif 150 < hr < 160: |
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meterhr = 1 |
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slidflaghr = 1 |
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elif hr >= 160: |
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popflag = 1 |
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meterhr = 2 |
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slidflaghr = 1 |
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else: |
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if(slidPoshr != 0.5): |
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slidflaghr = 1 |
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meterhr = 0 |
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if br > 45: |
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popflag = 1 |
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slidflagbr = 1 |
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meterbr = 2 |
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if popflag == 1 and trigflag == 1: |
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trigflag = 0 |
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if hr >= 160: |
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popwind.setText("Heart Rate High\nSeek medical attention if high heart rate persists") |
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elif hr <= 110: |
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popwind.setText("Heart Rate Low\nSeek medical attention if low heart rate persists") |
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else: |
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popwind.setText("Breathing Rate Abnormal\nSeek medical attention if following symptoms are displayed:\n1) Blueness\n2) Severe chest indrawing") |
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popwind.show() |
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if slidflaghr == 1 and chk == 1: |
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slidDest, direct = slider(meterhr, slidPoshr) |
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slidPoshr += direct * 0.002 |
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if(direct == -1): |
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if slidPoshr <= slidDest: |
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slidflaghr = 0 |
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chk = 0 |
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elif(direct == 1): |
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if slidPoshr >= slidDest: |
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slidflaghr = 0 |
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chk = 0 |
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hrslid.setPos(slidPoshr) |
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if slidflagbr == 1 and chkbr == 1: |
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slidDestbr, directbr = slider(meterbr, slidPosbr) |
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slidPosbr += directbr * 0.002 |
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if(directbr == -1): |
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if slidPosbr <= slidDestbr: |
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slidflagbr = 0 |
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chkbr = 0 |
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elif(directbr == 1): |
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if slidPosbr >= slidDestbr: |
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slidflagbr = 0 |
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chkbr = 0 |
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brslid.setPos(slidPosbr) |
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ecg.append(float(data[win][i])) |
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rpkx = [x - 1 for x in rpeakx] |
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rpky = rpeaky |
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if i % 2500 == 0: |
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hrindex += 1 |
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hr = all_hr[hrindex] - 15 |
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br = all_br[hrindex] + 31 |
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chk = 1 |
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chkbr = 1 |
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trigflag = 1 |
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hrval.setText('{} ' .format(hr)) |
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brval.setText('{} ' .format(br)) |
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popflag = 0 |
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if hr<100: |
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hrval.setPos(95, -159.5253) |
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else: |
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hrval.setPos(60, -159.5253) |
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brval.setPos(95, -159.5253) |
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rpeaks.addPoints(x = rpkx, y = rpky) |
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curve_ecg.setData(ecg) |
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def slider(meter, slidPoshr): |
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if meter == -2: |
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slidDest = 0 |
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direct = -1 |
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elif meter == -1: |
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slidDest = 0.25 |
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if slidPoshr>0.5: |
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direct = -1 |
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elif slidPoshr<0.5: |
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direct = 1 |
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direct = -1 |
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elif meter == 1: |
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slidDest = 0.75 |
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if slidPoshr>0.5: |
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direct = -1 |
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elif slidPoshr<0.5: |
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direct = 1 |
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elif meter == 2: |
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slidDest = 1 |
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direct = 1 |
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elif meter == 0: |
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slidDest = 0.5 |
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if slidPoshr>0.5: |
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direct = -1 |
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elif slidPoshr<0.5: |
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direct = 1 |
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return slidDest, direct |
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timer.timeout.connect(update) |
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timer.start(5) |
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if (sys.flags.interactive != 1) or not hasattr(QtCore, 'PYQT_VERSION'): |
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QtGui.QApplication.instance().exec_() |