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MainWindow.py
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MainWindow.py
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"""
Mainwindow.py - Mainwindow for the GUI.
Copyright 2021: Zechang Sun
Email: [email protected]
"""
from PyQt5.QtCore import QCoreApplication, Qt, pyqtSignal
from PyQt5.QtGui import QIcon
from PyQt5.QtWidgets import QAction, QCheckBox, QFileDialog, QLabel, QMainWindow, QMessageBox, QPushButton, QSlider, QVBoxLayout, QWidget, QHBoxLayout, QGridLayout, QTextEdit, QDialog
from Widget import SelectWindow
from EmissionLine import EmissionLine
from scipy.interpolate import interp1d
import pyqtgraph as pg
import numpy as np
import os
import defs
import script
class MainWindow(QMainWindow):
# signal detect whether reach the end of the dataset
signal = pyqtSignal()
def __init__(self):
super().__init__()
# set title and size
self.setWindowTitle('SpecViewer')
self.setWindowIcon(QIcon(os.path.join("asset", "teleIcon.ico")))
self.width = 1500
self.height = int(0.618*self.width)
self.resize(self.width, self.height)
# menu bar setting
self.menu = self.menuBar()
self.fileMenu = self.menu.addMenu("Files")
self.openAction = QAction("Open")
self.saveAction = QAction("Save")
self.exitAction = QAction("Exit")
# set shortcut
self.openAction.setShortcut("Ctrl+O")
self.exitAction.setShortcut("Ctrl+E")
self.saveAction.setShortcut("Ctrl+S")
self.saveDataProduct = QAction("Save Data Product")
self.fileMenu.addAction(self.openAction)
self.fileMenu.addAction(self.saveAction)
self.fileMenu.addAction(self.saveDataProduct)
self.fileMenu.addSeparator()
self.fileMenu.addAction(self.exitAction)
self.helpMenu = self.menu.addMenu("Help")
self.settingMenu = self.menu.addMenu("Settings")
self.enableTopX = QAction("Enable X Movable", checkable=True)
self.enableTopX.setChecked(True)
self.settingMenu.addAction(self.enableTopX)
self.enableTopY = QAction("Enable Y Movable", checkable=True)
self.enableTopY.setChecked(False)
self.settingMenu.addAction(self.enableTopY)
self.displayEmissionLine = QAction("Display Emission Line", checkable=True)
self.displayLabel = QAction("Display Emission Label", checkable=True)
self.settingMenu.addAction(self.displayEmissionLine)
self.settingMenu.addAction(self.displayLabel)
self.displayEmissionLine.setChecked(True)
self.displayLabel.setChecked(True)
self.selectEmissionLine = QAction("Select Emission Lines")
self.settingMenu.addAction(self.selectEmissionLine)
self.selectEmissionLine.triggered.connect(self.select_emission_line)
# state bar setting
self.statusBar = self.statusBar()
# set layout
main_layout = QHBoxLayout()
main_widget = QWidget()
main_widget.setLayout(main_layout)
self.setCentralWidget(main_widget)
left_widget = QWidget()
right_widget = QWidget()
left_layout = QVBoxLayout()
right_layout = QVBoxLayout()
left_widget.setLayout(left_layout)
right_widget.setLayout(right_layout)
main_layout.addWidget(left_widget)
main_layout.addWidget(right_widget)
main_layout.setStretch(0, 4)
main_layout.setStretch(4, 6)
# set check box and text edit
self.checkbox1 = QCheckBox("QSO without BAL?")
self.checkbox1.setShortcut("Alt+1")
self.checkbox2 = QCheckBox("DLA?")
self.checkbox2.setShortcut("Alt+2")
self.checkbox3 = QCheckBox("Associated DLA?")
self.checkbox3.setShortcut("Alt+3")
self.checkbox4 = QCheckBox("Interesting?")
self.checkbox4.setShortcut("Alt+4")
self.buttonWidget = QWidget()
buttonLayout = QHBoxLayout()
self.buttonWidget.setLayout(buttonLayout)
self.textEdit = QTextEdit()
self.fileWidget = QWidget()
fileLayout = QHBoxLayout()
self.fileWidget.setLayout(fileLayout)
self.setWidget = QWidget()
setLayout = QHBoxLayout()
self.setWidget.setLayout(setLayout)
# set slider
self.smoothIndicator = QLabel("Smooth: 1 pixel")
self.smoothSlider = QSlider(Qt.Horizontal)
self.smoothSlider.setMinimum(1)
self.smoothSlider.setMaximum(15)
self.smoothSlider.setSingleStep(2)
self.smoothSlider.setTickPosition(QSlider.TicksBelow)
self.smoothSlider.sliderReleased.connect(self.smooth)
self.smoothSlider.valueChanged.connect(self.updateSmoothIndicator)
self.noiseIndicator = QLabel("Drop Pixels with SNR<Inf")
self.noiseSlider = QSlider(Qt.Horizontal)
self.noiseSlider.setMinimum(0)
self.noiseSlider.setMaximum(50)
self.noiseSlider.valueChanged.connect(self.noise_clip)
# add widget
self.label = QLabel("Any Comment?")
self.label.setAlignment(Qt.AlignCenter)
right_layout.addWidget(self.checkbox1)
right_layout.addWidget(self.checkbox2)
right_layout.addWidget(self.checkbox3)
right_layout.addWidget(self.checkbox4)
right_layout.addWidget(self.fileWidget)
right_layout.addWidget(self.setWidget)
right_layout.addWidget(self.buttonWidget)
right_layout.addWidget(self.smoothIndicator)
right_layout.addWidget(self.smoothSlider)
right_layout.addWidget(self.noiseIndicator)
right_layout.addWidget(self.noiseSlider)
right_layout.addWidget(self.label)
right_layout.addWidget(self.textEdit)
# add button
self.backButton = QPushButton("Back")
self.nextButton = QPushButton("Next")
buttonLayout.addWidget(self.backButton)
buttonLayout.addWidget(self.nextButton)
self.backButton.pressed.connect(self.lastSpectra)
self.nextButton.pressed.connect(self.nextSpectra)
self.backButton.setShortcut("left")
self.nextButton.setShortcut("right")
self.openButton = QPushButton("Open")
self.exitButton = QPushButton("Exit")
self.saveButton = QPushButton("Save")
fileLayout.addWidget(self.openButton)
fileLayout.addWidget(self.exitButton)
fileLayout.addWidget(self.saveButton)
self.openButton.pressed.connect(self.load_data)
self.exitButton.pressed.connect(QCoreApplication.quit)
self.saveButton.pressed.connect(self.save_result)
self.selectButton = QPushButton("Select Emission Line")
setLayout.addWidget(self.selectButton)
self.selectButton.pressed.connect(self.select_emission_line)
# set pyqtgraph widget
pg.setConfigOptions(background=defs.default_background)
self.pgwindow = pg.GraphicsWindow()
left_layout.addWidget(self.pgwindow)
self.exitAction.triggered.connect(QCoreApplication.quit)
self.openAction.triggered.connect(self.load_data)
self.saveAction.triggered.connect(self.save_result)
self.saveDataProduct.triggered.connect(self.save_cont)
self.enableTopX.triggered.connect(self.enableTopMovable)
self.enableTopY.triggered.connect(self.enableTopMovable)
self.displayEmissionLine.triggered.connect(self.setEmissionDisplay)
self.displayLabel.triggered.connect(self.setLabelDisplay)
# dict store the spectra information
self.data = []
self.result = []
# data cursor
self.cursor = 0
self.z = None
# add plot
self.topPanel = self.pgwindow.addPlot(row=1, col=0)
self.bottomPanel = self.pgwindow.addPlot(row=2, col=0)
self.bottomPanel.setMouseEnabled(x=False, y=False)
self.topPanel.setMouseEnabled(y=False)
self.topPanel.addLegend()
self.bottomPanel.addLegend()
self.region = pg.LinearRegionItem()
self.bottomPanel.addItem(self.region, ignoreBounds=True)
self.region.sigRegionChanged.connect(self.updateRegion)
self.topPanel.scene().sigMouseMoved.connect(self.mouseMoved)
self.topPanel.scene().sigMouseClicked.connect(self.mouseClicked)
self.LineElems = {}
self.LineElems["TopFlux"] = pg.PlotCurveItem(clear=True, pen="b", name="FLUX")
self.LineElems["TopErr"] = pg.PlotCurveItem(clear=True, pen="r", name="ERROR")
self.LineElems["BottomFlux"] = pg.PlotCurveItem(clear=True, pen="k", name="FLUX")
self.LineElems["BottomErr"] = pg.PlotCurveItem(clear=True, pen="r", name="ERROR")
self.LineElems["BottomCont"] = pg.PlotCurveItem(clear=True, pen=pg.mkPen(color="r", width=1.5), name="CONT")
self.topPanel.addItem(self.LineElems["TopFlux"])
self.topPanel.addItem(self.LineElems["TopErr"])
self.bottomPanel.addItem(self.LineElems["BottomFlux"])
self.bottomPanel.addItem(self.LineElems["BottomErr"])
self.bottomPanel.addItem(self.LineElems["BottomCont"])
# add EmissionLine
self.EmissionLines = {}
for key in defs.EMISSIONLINES:
self.EmissionLines[key] = EmissionLine(key, redshift=None, movable=True, pen=pg.mkPen(defs.EMISSIONLINES[key]["style"]), label=key, labelOpts={"movable": True, "color": "k"})
self.EmissionLines[key].sigDragged.connect(self.updateEmission)
self.EmissionLines[key].setToolTip("<b>%s:</b> %.2f Angstorm" % (key, defs.EMISSIONLINES[key]["lambda"]))
self.EmissionLines[key].setLabelVisible(False)
self.topPanel.addItem(self.EmissionLines[key], ignoreBounds=True)
self.EmissionLineVisibleState = {}
for key in defs.EMISSIONLINES:
self.EmissionLineVisibleState[key] = True
# add ROI
self.roi = pg.PolyLineROI([], closed=False, pen=defs.roiPen)
self.roi.handlePen = defs.handlePen
self.topPanel.addItem(self.roi)
clearROI = self.topPanel.vb.menu.addAction("Clear")
clearROI.triggered.connect(self.clearROI)
plotROI = self.topPanel.vb.menu.addAction("Plot")
plotROI.triggered.connect(self.plotCont)
# sconnect signal
self.signal.connect(self.warning)
def load_data(self):
files, file_type = QFileDialog.getOpenFileNames(self, "Load Spectra", filter="npz Files (*.npz);;Text Files (*.txt);;CSV Files (*.csv)")
if len(files) == 0:
print("No Files Selected!!!")
else:
self.data = script.load(files, file_type)
self.result = [{"File": self.data[i]["file"], "BAL": False, "DLA": False, "Associated DLA": False, "Interesting": False, "comment": "", "z": self.data[i]["z"], "cont": ([], [])} for i in range(len(self.data))]
self.plot()
def warning(self):
QMessageBox.information(self, "Notice", "Have reached the end of the dataset...", QMessageBox.Yes)
def updateSmoothIndicator(self):
self.smoothIndicator.setText("Smooth: %2i pixel" % self.smoothSlider.value())
def smooth(self):
kernel_size = self.smoothSlider.value()
kernel = np.ones(kernel_size, dtype=float)/kernel_size
flux_smoothed = np.convolve(self.data[self.cursor]["flux"], kernel, mode="same")
err_smoothed = np.convolve(self.data[self.cursor]["error"], kernel, mode="same")
self.LineElems["TopFlux"].setData(self.data[self.cursor]["wav"], flux_smoothed)
self.LineElems["TopErr"].setData(self.data[self.cursor]["wav"], err_smoothed)
def noise_clip(self):
if "SNR" not in self.data[self.cursor]:
self.data[self.cursor]["SNR"] = self.data[self.cursor]["flux"]/(self.data[self.cursor]["error"]+1e-30)
critical_point = np.percentile(self.data[self.cursor]["SNR"], 100-self.noiseSlider.value())
self.noiseIndicator.setText("Drop Pixels with SNR < %2.2f" % critical_point)
sig = self.data[self.cursor]["SNR"] < critical_point
wav = self.data[self.cursor]["wav"][sig]
flux = self.data[self.cursor]["flux"][sig]
err = self.data[self.cursor]["error"][sig]
self.LineElems["TopFlux"].setData(wav, flux)
self.LineElems["TopErr"].setData(wav, err)
def plot(self):
self.clearROI()
maxwav, minwav = max(self.data[self.cursor]["wav"]), min(self.data[self.cursor]["wav"])
fmax, fmin = max(self.data[self.cursor]["flux"]), min(self.data[self.cursor]["flux"])
self.z = self.data[self.cursor]["z"]
for key in defs.EMISSIONLINES:
self.EmissionLines[key].setVisible(True)
self.EmissionLines[key].adjust(self.z)
self.EmissionLines[key].label.setPosition(np.random.uniform(0, 1))
self.EmissionLines[key].label.updatePosition()
self.EmissionLines[key].setLabelVisible(True)
self.topPanel.setXRange(0.98*minwav, 1.02*maxwav, padding=0)
self.topPanel.setYRange(0.98*fmin, 1.02*fmax, padding=0)
self.bottomPanel.setXRange(0.98*minwav, 1.02*maxwav, padding=0)
self.bottomPanel.setYRange(0.98*fmin, 1.02*fmax, padding=0)
self.LineElems["TopFlux"].setData(self.data[self.cursor]["wav"], self.data[self.cursor]["flux"])
self.LineElems["TopErr"].setData(self.data[self.cursor]["wav"], self.data[self.cursor]["error"])
self.LineElems["BottomFlux"].setData(self.data[self.cursor]["wav"], self.data[self.cursor]["flux"])
self.LineElems["BottomErr"].setData(self.data[self.cursor]["wav"], self.data[self.cursor]["error"])
xROI, yROI = self.result[self.cursor]["cont"][0], self.result[self.cursor]["cont"][1]
if xROI and yROI:
nx, ny = self.interp(xROI, yROI)
self.LineElems["BottomCont"].setData(nx, ny)
roiPos = list(map(lambda x: (x[0], x[1]), zip(xROI, yROI)))
self.roi.setPoints(roiPos)
self.region.setBounds((minwav, maxwav))
self.region.setRegion((minwav, maxwav))
def updateRegion(self):
minX, maxX = self.region.getRegion()
self.topPanel.setXRange(minX, maxX, padding=0)
def updateEmission(self, e):
current_pos = e.getXPos()
self.z = current_pos/defs.EMISSIONLINES[e.line]["lambda"] - 1.
for key in defs.EMISSIONLINES:
self.EmissionLines[key].adjust(self.z)
return
def mouseMoved(self, evt):
if self.topPanel.sceneBoundingRect().contains(evt.x(), evt.y()):
mousePoint = self.topPanel.vb.mapSceneToView(evt)
if len(self.data) > 0 and self.cursor < len(self.data):
self.statusBar.showMessage("File: %s ; MousePos: x = %.2f, y = %e ; Redshift: %.3f" % (self.data[self.cursor]["file"], mousePoint.x(), mousePoint.y(), self.z))
else:
self.statusBar.clearMessage()
else:
self.statusBar.clearMessage()
def mouseClicked(self, evt):
if evt.double():
mousePos = evt.scenePos()
if self.topPanel.sceneBoundingRect().contains(mousePos):
mousePoint = self.topPanel.vb.mapSceneToView(mousePos)
x, y = mousePoint.x(), mousePoint.y()
info = {'name': None, 'type': defs.handleTyp, 'pos': (x, y)}
h = self.roi.addHandle(info=info)
if len(self.roi.handles) >= 2:
h0 = self.roi.handles[-2]['item']
self.roi.addSegment(h0, h)
def clearROI(self):
self.roi.clearPoints()
self.LineElems["BottomCont"].setData([], [])
def plotCont(self):
positions = self.roi.getState()['points']
positions.sort(key=(lambda p: p.x()))
x = list(map(lambda p: p.x(), positions))
y = list(map(lambda p: p.y(), positions))
if x and y:
nx, ny = self.interp(x, y)
self.LineElems["BottomCont"].setData(nx, ny)
self.result[self.cursor]["cont"] = (x, y)
def interp(self, x, y):
func = interp1d(x, y, kind=defs.interpTyp, assume_sorted=True)
nx = np.linspace(min(x), max(x), num=defs.pointsNum)
ny = func(nx)
return nx, ny
def nextSpectra(self):
if len(self.data) > 0:
self.result[self.cursor]["File"] = self.data[self.cursor]["file"]
self.result[self.cursor]["BAL"] = self.checkbox1.isChecked()
self.result[self.cursor]["DLA"] = self.checkbox2.isChecked()
self.result[self.cursor]["Associated DLA"] = self.checkbox3.isChecked()
self.result[self.cursor]["Interesting"] = self.checkbox4.isChecked()
self.result[self.cursor]["z"] = self.z
self.result[self.cursor]["comment"] = self.textEdit.toPlainText()
if self.cursor + 1 < len(self.data):
self.cursor = (1 + self.cursor)
else:
self.signal.emit()
self.cursor = 0
self.checkbox1.setChecked(self.result[self.cursor]["BAL"])
self.checkbox2.setChecked(self.result[self.cursor]["DLA"])
self.checkbox3.setChecked(self.result[self.cursor]["Associated DLA"])
self.checkbox4.setChecked(self.result[self.cursor]["Interesting"])
self.textEdit.setPlainText(self.result[self.cursor]["comment"])
self.plot()
self.smoothIndicator.setText("Smooth: %2i pixel" % 1)
self.noiseIndicator.setText("Drop Pixels with SNR < Inf")
self.noiseSlider.setValue(0)
self.smoothSlider.setValue(1)
def lastSpectra(self):
if len(self.data) > 0:
self.result[self.cursor]["File"] = self.data[self.cursor]["file"]
self.result[self.cursor]["BAL"] = self.checkbox1.isChecked()
self.result[self.cursor]["DLA"] = self.checkbox2.isChecked()
self.result[self.cursor]["Associated DLA"] = self.checkbox3.isChecked()
self.result[self.cursor]["Interesting"] = self.checkbox4.isChecked()
self.result[self.cursor]["z"] = self.z
self.result[self.cursor]["comment"] = self.textEdit.toPlainText()
if self.cursor-1 >= 0:
self.cursor = self.cursor-1
else:
self.signal.emit()
self.cursor = len(self.data)-1
self.checkbox1.setChecked(self.result[self.cursor]["BAL"])
self.checkbox2.setChecked(self.result[self.cursor]["DLA"])
self.checkbox3.setChecked(self.result[self.cursor]["Associated DLA"])
self.checkbox4.setChecked(self.result[self.cursor]["Interesting"])
self.textEdit.setPlainText(self.result[self.cursor]["comment"])
self.plot()
self.smoothIndicator.setText("Smooth: %2i pixel" % 1)
self.noiseIndicator.setText("Drop Pixels with SNR < Inf")
self.noiseSlider.setValue(0)
self.smoothSlider.setValue(1)
def save_result(self):
result_file, file_type = QFileDialog.getSaveFileName(self, 'Save Result', filter="CSV File (*.csv)")
script.save(self.result, result_file, file_type)
def save_cont(self):
dir = QFileDialog.getExistingDirectory(self, caption="Data Product Dict")
script.save_cont(self.result, self.data, dir)
def enableTopMovable(self):
self.topPanel.setMouseEnabled(x=self.enableTopX.isChecked(), y=self.enableTopY.isChecked())
def setEmissionDisplay(self):
for key in defs.EMISSIONLINES:
self.EmissionLineVisibleState[key] = self.displayEmissionLine.isChecked()
self.updateEmissionDisplay()
self.displayLabel.setChecked(self.displayEmissionLine.isChecked())
def updateEmissionDisplay(self):
for key in defs.EMISSIONLINES:
self.EmissionLines[key].setVisible(self.EmissionLineVisibleState[key])
self.EmissionLines[key].setLabelVisible(self.EmissionLineVisibleState[key])
def setLabelDisplay(self):
for key in defs.EMISSIONLINES:
self.EmissionLines[key].setLabelVisible(self.displayLabel.isChecked())
def select_emission_line(self):
self.select_window = SelectWindow(self.EmissionLineVisibleState)
self.select_window.show()
self.select_window.exec_()
self.EmissionLineVisibleState = self.select_window.emission_line_states
del self.select_window
self.updateEmissionDisplay()