def __init__(self, type):
self.dc = DataController()
self.drc = RepresentationControl()
self.flowData = self.dc.abstractionData
pos = self.drc.getAvailableAlgorithms().keys().index(type)
self.drc.selectAlgorithm(pos)
def __init__(self, type):
self.dc = DataController()
self.fec = FeatureExtractionControl()
self.flowData = self.dc.dimrecprocData
pos = self.fec.getAvailableAlgorithms().keys().index(type)
self.fec.selectAlgorithm(pos)
class Ui_Form(object):
def __init__(self, type):
self.dc = DataController()
self.drc = RepresentationControl()
self.flowData = self.dc.abstractionData
pos = self.drc.getAvailableAlgorithms().keys().index(type)
self.drc.selectAlgorithm(pos)
def setupUi(self, Form):
Form.setObjectName(_fromUtf8("Form"))
Form.resize(536, 384)
self.tableWidget = QtGui.QTableWidget(Form)
self.tableWidget.setGeometry(QtCore.QRect(90, 261, 221, 121))
if self.dc.getCurrentLabels() is None:
QtGui.QMessageBox.warning(Form, "No Features Found", "Please select Feature Extraction Method first",
QtGui.QMessageBox.Ok)
self.tableWidget.setObjectName(_fromUtf8("tableWidget"))
self.tableWidget.setColumnCount(2)
self.tableWidget.setRowCount(len(list(set(self.dc.getCurrentLabels()))))
self.pushButton = QtGui.QPushButton(Form)
self.pushButton.setGeometry(QtCore.QRect(0, 360, 75, 23))
self.pushButton.setObjectName(_fromUtf8("pushButton"))
self.label = QtGui.QLabel(Form)
self.label.setGeometry(QtCore.QRect(10, 10, 521, 211))
self.label.setText("The state figure will be saved")
self.widget = QtGui.QWidget()
self.widget.setGeometry(QtCore.QRect(10, 10, 521, 211))
self.widget.setObjectName(_fromUtf8("widget"))
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)
ly = QtGui.QVBoxLayout()
ly.addWidget(QtGui.QLabel(self.widget))
ly.addWidget(QtGui.QLabel(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 list(set(self.dc.getCurrentLabels())):
# item = QtGui.QTableWidgetItem()
# item.setText(_translate("Form", "Id" + str(c), None))
# self.tableWidget.setVerticalHeaderItem(c, item)
item = QtGui.QTableWidgetItem()
item.setText(str(it))
self.tableWidget.setItem(c, 0, item)
#print "jgaboo timeig", it
#print it, self.drc.getRequiredParameters()[it]
item = QtGui.QTableWidgetItem()
item.setText("States!")
self.tableWidget.setItem(c, 1, item)
#print c
c += 1
self.retranslateUi(Form)
QtCore.QMetaObject.connectSlotsByName(Form)
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", "Picture It!", None))
Form.connect(self.pushButton, QtCore.SIGNAL('clicked()'), self.processor)
def processor(self):
print "in process"
params = {}
for i in range(self.tableWidget.rowCount()):
a = self.tableWidget.item(i, 0)
b = self.tableWidget.item(i, 1)
params[str(a.text())] = str(b.text())
#print "paramsjo", params
#print "paramsjo2", self.dc.params
self.drc.represent(None,{"states":self.dc.params})
class Ui_Form(object):
def __init__(self, type):
self.dc = DataController()
self.fec = FeatureExtractionControl()
self.flowData = self.dc.dimrecprocData
pos = self.fec.getAvailableAlgorithms().keys().index(type)
self.fec.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(len(self.fec.getRequiredParameters()))
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_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.fec.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.fec.getRequiredParameters()[it]
item = QtGui.QTableWidgetItem()
item.setText(str(self.fec.getRequiredParameters()[it]))
self.tableWidget.setItem(c, 1, item)
print c
c += 1
self.retranslateUi(Form)
QtCore.QMetaObject.connectSlotsByName(Form)
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))
Form.connect(self.pushButton, QtCore.SIGNAL('clicked()'), self.process)
self.pushButton_3.setText(_translate("Form", "Save", None))
Form.connect(self.pushButton_3, QtCore.SIGNAL('clicked()'),self.saveDialog)
def process(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}
r = np.array(range(len(self.dc.dimrecprocData))).reshape(len(self.dc.dimrecprocData), 1)
s = np.array(self.dc.dimrecprocData).reshape(len(self.dc.dimrecprocData), 1)
rs = np.hstack((s, s))
labels = self.fec.extractFeature(rs, params)
print labels
self.plot.del_all_items()
self.plot.replot()
self.plot.add_item(
make.curve(range(0, len(self.dc.dimrecprocData)), self.dc.dimrecprocData))
from guiqwt.styles import AnnotationParam
i = 0
i_beg = 0
i_end = 0
while i < len(labels):
cur = labels[i_end]
if i < len(labels) - 1:
if labels[i_end + 1] != cur:
i_end = i
from guiqwt.annotations import AnnotatedRectangle
param = AnnotationParam()
param.title = str(labels[int(i_beg)])
param.show_computations = False
anno = AnnotatedRectangle(r[int(i_beg)], self.dc.dimrecprocData[int(i_beg)], int(i_end), self.dc.dimrecprocData[r[int(i_end)]], param) #TODO: y axis scaling
self.plot.add_item(anno)
i_beg = i_end
print "s1"
else:
i_end = i
print "s2"
print "s3"
print "s4", i_end, len(labels)
i += 1
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.dc.setCurrentDataFlowObject(self.flowData)
self.dc.featureexData = self.flowData
self.dc.setCurrentLabels(labels)
print(self.dc.setCurrentLabels)
#ToDo: Check that following line, make property in data controller
self.dc.dimrecprocData = rs
self.plot.replot()
self.currentdata = np.reshape(labels, (-1, 1))
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)
