def menu_opeanFile(self):
fileName, filetype = QtWidgets.QFileDialog.getOpenFileName(
self, "选取文件", "C:/", "seg Files (*.seg)") # 设置文件扩展名过滤,注意用双分号间隔
if fileName == '':
QtWidgets.QMessageBox.warning(self, "Warning",
Message().dict['Error(1002)'],
QtWidgets.QMessageBox.Yes)
else:
self.segFile = SegFile()
reply = self.segFile.loadFile(fileName)
if (reply != 0):
QtWidgets.QMessageBox.warning(self, "Warning",
Message().dict[reply],
QtWidgets.QMessageBox.Yes)
else:
self.stateDiagram = 1 # 1-已加载文件
# self.paintFFT.figure.clf()
# for i in range(0,self.segFile.tapeNum):
# for i in range(0,1):
# self.paintCWT.setAx(i,self.segFile.tapeNum)
# self.paintCWT.paint(self.segFile.dataList[i].data,i)
#### self.paintFFT.canvas.draw() #在画布上绘制
#self.paintHome.figure.clf()
# for i in range(0,self.segFile.tapeNum):
for i in range(0, 1):
self.paintHome.setAx(i, self.segFile.tapeNum)
self.paintHome.paint(self.segFile.dataList[i].data, i)
self.paintHome.canvas.draw() #在画布上绘制
def menu_opeanFile(self):
fileName, filetype = QtWidgets.QFileDialog.getOpenFileName(
self, "选取文件", "C:/", "seg Files (*.seg)") # 设置文件扩展名过滤,注意用双分号间隔
if fileName == '':
QtWidgets.QMessageBox.warning(self, "Warning",
Message().dict['Error(1002)'],
QtWidgets.QMessageBox.Yes)
else:
self.segFile = SegFile()
reply = self.segFile.loadFile(fileName)
if (reply != 0):
QtWidgets.QMessageBox.warning(self, "Warning",
Message().dict[reply],
QtWidgets.QMessageBox.Yes)
else:
self.stateDiagram = 1 # 1-已加载文件
self.paintCWT.figureClear()
for i in range(0, self.segFile.tapeNum):
self.paintFFT.setAx(i, self.segFile.tapeNum, '2d')
self.paintFFT.paint(i, self.segFile.dataList[i].data)
# cwtmatr,freqs = Algorithm.MyPywtCWT( self.segFile.dataList[ self.segFile.TapeNumCurrent ].data )
cwtmatr = Algorithm.MyScipyCwt(
self.segFile.dataList[self.segFile.TapeNumCurrent].data,
64)
self.paintCWT.figureClear()
# self.paintCWT.setAx(0,2) # 第 1 行, 共 2 行
# self.paintCWT.MyMatshow(0,cwtmatr)
self.paintCWT.setAx(0, 1, '3d') # 第 2 行, 共 2 行
self.paintCWT.MyPlot_surface(0, cwtmatr, 1, 10)
def toolButton_Set_clicked(self):
if self.stateDiagram >= 1: # 1-已加载文件
self.toolButton_NavigationBar_Update(5)
else:
QtWidgets.QMessageBox.warning(self, "Warning",
Message().dict['Warning(1001)'],
QtWidgets.QMessageBox.Yes)
def toolButton_LSTM_clicked(self):
if self.stateDiagram >= 4: # 4-已完成标准化
self.toolButton_NavigationBar_Update(4)
else:
QtWidgets.QMessageBox.warning(self, "Warning",
Message().dict['Warning(1003)'],
QtWidgets.QMessageBox.Yes)
def toolButton_normalization_clicked(self):
if self.stateDiagram >= 3: # 3-已完成CWT
self.toolButton_NavigationBar_Update(3)
else:
QtWidgets.QMessageBox.warning(self, "Warning",
Message().dict['Warning(1003)'],
QtWidgets.QMessageBox.Yes)
def toolButton_CWT_clicked(self):
if self.stateDiagram >= 2: # 2-已完成FFT
self.toolButton_NavigationBar_Update(2)
else:
QtWidgets.QMessageBox.warning(self, "Warning",
Message().dict['Warning(1002)'],
QtWidgets.QMessageBox.Yes)
def menu_opeanFile(self):
fileName, filetype = QtWidgets.QFileDialog.getOpenFileName(
self, "选取文件", "C:/", "seg Files (*.seg)") # 设置文件扩展名过滤,注意用双分号间隔
self.seg = Seg()
reply = self.seg.loadFile(fileName)
if(reply != 0):
QtWidgets.QMessageBox.warning(
self, "Warning", Message().dict[reply], QtWidgets.QMessageBox.Yes)
else:
pass
def menu_opeanFile(self):
fileName, filetype = QtWidgets.QFileDialog.getOpenFileName(
self, "选取文件", "C:/", "seg Files (*.seg)") # 设置文件扩展名过滤,注意用双分号间隔
if fileName == '':
QtWidgets.QMessageBox.warning(self, "Warning",
Message().dict['Error(1002)'],
QtWidgets.QMessageBox.Yes)
else:
self.segFile = SegFile()
reply = self.segFile.loadFile(fileName)
if (reply != 0):
QtWidgets.QMessageBox.warning(self, "Warning",
Message().dict[reply],
QtWidgets.QMessageBox.Yes)
else:
self.stateDiagram = 1 # 1-已加载文件
self.paintCWT.figureClear()
for i in range(0, self.segFile.tapeNum):
self.paintFFT.setAx(i, self.segFile.tapeNum, '2d')
self.paintFFT.paint(i, self.segFile.dataList[i].data)
def toolButton_CWT_clicked(self):
if self.stateDiagram >= 2: # 2-已完成FFT
self.toolButton_NavigationBar_Update(2)
# cwtmatr,freqs = Algorithm.MyPywtCWT( self.segFile.dataList[ self.segFile.TapeNumCurrent ].data )
cwtmatr = Algorithm.MyScipyCwt(
self.segFile.dataList[self.segFile.TapeNumCurrent].data, 128)
self.paintCWT.figureClear()
# self.paintCWT.setAx(0,2) # 第 1 行, 共 2 行
# self.paintCWT.MyMatshow(0,cwtmatr)
self.paintCWT.setAx(0, 1, '3d') # 第 2 行, 共 2 行
self.paintCWT.MyPlot_surface(0, cwtmatr, 1, 1)
else:
QtWidgets.QMessageBox.warning(self, "Warning",
Message().dict['Warning(1002)'],
QtWidgets.QMessageBox.Yes)
def menu_opeanFile(self):
fileName, filetype = QtWidgets.QFileDialog.getOpenFileName(
self, "选取文件", "C:/", "seg Files (*.seg)") # 设置文件扩展名过滤,注意用双分号间隔
if fileName == '':
QtWidgets.QMessageBox.warning(self, "Warning",
Message().dict['Error(1002)'],
QtWidgets.QMessageBox.Yes)
else:
self.segFile = SegFile()
reply = self.segFile.loadFile(fileName)
if (reply != 0):
QtWidgets.QMessageBox.warning(self, "Warning",
Message().dict[reply],
QtWidgets.QMessageBox.Yes)
else:
self.stateDiagram = 1 # 1-已加载文件
self.paintFFT.figureClear()
for i in range(0, self.segFile.tapeNum):
self.paintFFT.setAx(i, self.segFile.tapeNum, '2d')
self.paintFFT.paint(i, self.segFile.dataList[i].data)
# print(len(self.segFile.dataList[i].data))
# cwtmatr,freqs = Algorithm.MyPywtCWT( self.segFile.dataList[ self.segFile.TapeNumCurrent ].data )
# cwtmatr = Algorithm_CWT.MyScipyCwt(self.segFile.dataList[ self.segFile.TapeNumCurrent ].data, 128)
cwtmatr = Algorithm_CWT.MyWavelets(
self.segFile.dataList[self.segFile.TapeNumCurrent].data,
128)
self.paintCWT.figureClear()
# self.paintCWT.setAx(0,2) # 第 1 行, 共 2 行
# self.paintCWT.MyMatshow(0,cwtmatr)
self.paintCWT.setAx(0, 1, '3d') # 第 2 行, 共 2 行
self.paintCWT.MyPlot_surface(0, cwtmatr, 1,
2) # 第几行、数据、绘图采样步长：频率、绘图采样步长：时间
# self.paintCWT.My3DView_init(0,45,180) #设置视角
# 绘制LSTM曲线
train_data, train_labels = inputData(4, 5) # number: 1~5
self.out = self.prediction.Prediction(train_data[7],
train_labels[7])
self.paintLSTM.setAx(0, 5, '2d')
self.paintLSTM.paint(0, self.out)
self.out = self.prediction.Prediction(train_data[0],
train_labels[0])
self.paintLSTM.setAx(1, 5, '2d')
self.paintLSTM.paint(1, self.out)
self.out = self.prediction.Prediction(train_data[1],
train_labels[1])
self.paintLSTM.setAx(2, 5, '2d')
self.paintLSTM.paint(2, self.out)
self.out = self.prediction.Prediction(train_data[2],
train_labels[2])
self.paintLSTM.setAx(3, 5, '2d')
self.paintLSTM.paint(3, self.out)
self.out = self.prediction.Prediction(train_data[3],
train_labels[3])
self.paintLSTM.setAx(4, 5, '2d')
self.paintLSTM.paint(4, self.out)