def __init__(self, type):
self.dc = DataController()
self.prc = PreProcessingControl()
self.flowData = self.dc.originalData
pos = self.prc.getAvailableAlgorithms().keys().index(type)
self.prc.selectAlgorithm(pos)
class Ui_Form(object):
def __init__(self, type):
self.dc = DataController()
self.prc = PreProcessingControl()
self.flowData = self.dc.originalData
pos = self.prc.getAvailableAlgorithms().keys().index(type)
self.prc.selectAlgorithm(pos)
def setupUi(self, Form):
Form.setObjectName(_fromUtf8("Form"))
Form.resize(536, 384)
self.Form=Form
self.tableWidget = QtGui.QTableWidget(Form)
self.tableWidget.setGeometry(QtCore.QRect(90, 261, 221, 121))
self.tableWidget.setObjectName(_fromUtf8("tableWidget"))
self.tableWidget.setColumnCount(2)
self.tableWidget.setRowCount(1)
item = QtGui.QTableWidgetItem()
self.tableWidget.setVerticalHeaderItem(0, item)
item = QtGui.QTableWidgetItem()
self.tableWidget.setHorizontalHeaderItem(0, item)
item = QtGui.QTableWidgetItem()
self.tableWidget.setHorizontalHeaderItem(1, item)
item = QtGui.QTableWidgetItem()
self.tableWidget.setItem(0, 0, item)
item = QtGui.QTableWidgetItem()
self.tableWidget.setItem(0, 1, item)
self.pushButton = QtGui.QPushButton(Form)
self.pushButton.setGeometry(QtCore.QRect(0, 300, 75, 23))
self.pushButton.setObjectName(_fromUtf8("pushButton"))
self.widget = QtGui.QWidget(Form)
self.widget.setGeometry(QtCore.QRect(10, 10, 521, 211))
self.widget.setObjectName(_fromUtf8("widget"))
#self.pushButton_2 = QtGui.QPushButton(Form)
#self.pushButton_2.setGeometry(QtCore.QRect(0, 330, 75, 23))
#self.pushButton_2.setObjectName(_fromUtf8("pushButton_2"))
self.pushButton_3 = QtGui.QPushButton(Form)
self.pushButton_3.setGeometry(QtCore.QRect(0, 360, 75, 23))
self.pushButton_3.setObjectName(_fromUtf8("pushButton_3"))
#%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
self.dialog = CurveDialog(edit=False, toolbar=False, parent=self.widget)
self.plot = self.dialog.get_plot()
self.plot.set_antialiasing(True)
self.plot.setAxisTitle(Qwt5.Qwt.QwtPlot.xBottom, 'Time')
self.plot.setAxisTitle(Qwt5.Qwt.QwtPlot.yLeft, 'Value')
self.manager = PlotManager(self)
self.manager.add_plot(self.plot)
legend = make.legend('TL')
self.plot.add_item(legend)
ly = QtGui.QVBoxLayout()
ly.addWidget(self.plot)
self.widget.setLayout(ly)
# item = QtGui.QTableWidgetItem()
# self.tableWidget.setHorizontalHeaderItem(0, item)
# item = QtGui.QTableWidgetItem()
# self.tableWidget.setItem(0, 0, item)
# item = QtGui.QTableWidgetItem()
# self.tableWidget.setItem(0, 1, item)
# item = self.tableWidget.horizontalHeaderItem(0)
# item.setText(_translate("Form", "Attribute", None))
c = 0
for it in self.prc.getRequiredParameters():
# item = QtGui.QTableWidgetItem()
# item.setText(_translate("Form", "Id" + str(c), None))
# self.tableWidget.setVerticalHeaderItem(c, item)
item = QtGui.QTableWidgetItem()
item.setText(it)
self.tableWidget.setItem(c, 0, item)
#print it, self.prc.getRequiredParameters()[it]
item = QtGui.QTableWidgetItem()
item.setText(str(self.prc.getRequiredParameters()[it]))
self.tableWidget.setItem(c, 1, item)
# print c
c += 1
####%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
self.retranslateUi(Form)
QtCore.QMetaObject.connectSlotsByName(Form)
self.currentdata=[]
def retranslateUi(self, Form):
Form.setWindowTitle(_translate("Form", "Form", None))
__sortingEnabled = self.tableWidget.isSortingEnabled()
self.tableWidget.setSortingEnabled(False)
self.tableWidget.setSortingEnabled(__sortingEnabled)
self.pushButton.setText(_translate("Form", "Process", None))
#self.pushButton_2.setText(_translate("Form", "Load", None))
self.pushButton_3.setText(_translate("Form", "Save", None))
Form.connect(self.pushButton, QtCore.SIGNAL('clicked()'),self.process)
#Form.connect(self.pushButton_2, QtCore.SIGNAL('clicked()'),self.loadDialog)
Form.connect(self.pushButton_3, QtCore.SIGNAL('clicked()'),self.saveDialog)
def process(self):
params = {}
print(self.tableWidget.rowCount())
for i in range(self.tableWidget.rowCount()):
a = self.tableWidget.item(i, 0)
b = self.tableWidget.item(i, 1)
params[str(a.text())] = int(b.text())
# print "params",params
outpN = self.tableWidget.item(0, 0)
#params = {"none": "none", "output_length": outpN}
'''
if self.currentdata==[]:
data = self.prc.preprocData(self.flowData, params)
else:
data = self.prc.preprocData(self.currentdata, params)
'''
#self.dc.setCurrentDataFlowObject(data)
#print data
if params==[]:
data = self.prc.preprocData(self.flowData, params)
elif params!=[]:
data = self.prc.preprocData(self.flowData, params)
self.plot.del_all_items()
print data
print type(data)
self.plot.add_item(make.curve(range(0, len(data)), data))
self.rangeSelection = make.range(-2, 2)
disp0 = make.range_info_label(self.rangeSelection, 'BR', u"x = %.1f +- %.1f cm",
title="Range infos")
#self.plot.add_item(self.rangeSelection)
#self.plot.add_item(disp0)
self.plot.replot()
#self.dc.setCurrentDataFlowObject(data)
self.dc.preprocData = data
self.currentdata = np.reshape(data, (-1, 1))
#%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
'''def loadDialog(self):
params = {}
for i in range(self.tableWidget.rowCount()):
a = self.tableWidget.item(i, 0)
b = self.tableWidget.item(i, 1)
params[str(a.text())] = int(b.text())
# print "params",params
outpN = self.tableWidget.item(0, 0)
#params = {"none": "none", "output_length": outpN}
filename = QtGui.QFileDialog.getOpenFileName(self.Form, 'Open File', '.')
fname = open(filename)
self.original_data = pandas.read_csv(str(filename), delimiter=",")
self.plot.del_all_items()
self.currentdata = np.array(self.original_data)
#print "fileLoader self.currentdata.shape", self.currentdata.shape
print type(self.currentdata)
print(self.currentdata.shape)
'''
def saveDialog(self):
path = QtGui.QFileDialog.getSaveFileName(self.Form, 'Save File', '', 'CSV(*.csv)')
if not path.isEmpty():
with open(unicode(path), 'wb') as stream:
writer = csv.writer(stream)
[a,b]=self.currentdata.shape
print(a)
print(b)
for row in range(a):
rowdata = []
for column in range(b):
item = self.currentdata.item(row, column)
if item is not None:
rowdata.append(item)
else:
rowdata.append('')
writer.writerow(rowdata)
