def set_shorter(self, trial):
self.shorter_trial.setText(trial.name)
self.shorter_trial_data = trial
self.shorter = TimingData()
self.shorter.parse_csv(self.shorter_trial_data.result)
self.shorter_plot = Plot(self.shorter)
self.shorter_plot.color = 'blue'
self.shorter_plot.label = trial.name
self.plotter.add_plot(self.shorter_plot)
self.shorter_trial_edit.setEnabled(True)
self.update_plot_settings_view()
def set_shorter(self, trial):
self.shorter_trial.setText(trial.name)
self.shorter_trial_data = trial
self.shorter = TimingData()
self.shorter.parse_csv(self.shorter_trial_data.result)
self.shorter_plot = Plot(self.shorter)
self.shorter_plot.color = 'blue'
self.shorter_plot.label = trial.name
self.plotter.add_plot(self.shorter_plot)
self.shorter_trial_edit.setEnabled(True)
self.update_plot_settings_view()
class FeasibilityTab(QtGui.QWidget):
longer_plot = None
shorter_plot = None
def __init__(self, session = None, parent = None):
super(FeasibilityTab, self).__init__(parent)
self.session = session
self.current_trial = None
self.layout = QtGui.QGridLayout()
self.setLayout(self.layout)
####################
## ANALYSIS
####################
self.analysis_box = QtGui.QGroupBox(self, title="Analysis")
self.layout.addWidget(self.analysis_box,1,0, 1, 1)
self.analysis_box_layout = QtGui.QGridLayout(self.analysis_box)
self.analysis_box.setLayout(self.analysis_box_layout)
### shorter trial box
self.analysis_data_source_shorter = QtGui.QGroupBox("Shorter Trial")
self.analysis_data_source_shorter_layout = QtGui.QGridLayout()
self.analysis_data_source_shorter.setLayout(self.analysis_data_source_shorter_layout)
self.shorter_trial_label = QtGui.QLabel("<b>Trial:</b>")
self.shorter_trial = QtGui.QLabel("[select on experiment tab]")
self.analysis_data_source_shorter_layout.addWidget(self.shorter_trial_label, 0, 0)
self.analysis_data_source_shorter_layout.addWidget(self.shorter_trial, 0, 1)
self.shorter_trial_color_label = QtGui.QLabel("<b>Color:</b>")
self.shorter_trial_color = QtGui.QLabel()
self.analysis_data_source_shorter_layout.addWidget(self.shorter_trial_color_label, 1, 0)
self.analysis_data_source_shorter_layout.addWidget(self.shorter_trial_color, 1, 1)
self.shorter_trial_bins_label = QtGui.QLabel("<b>Bins:</b>")
self.shorter_trial_bins = QtGui.QLabel()
self.analysis_data_source_shorter_layout.addWidget(self.shorter_trial_bins_label, 2, 0)
self.analysis_data_source_shorter_layout.addWidget(self.shorter_trial_bins, 2, 1)
self.shorter_trial_edit = QtGui.QPushButton("Edit")
self.shorter_trial_edit.setEnabled(False)
self.shorter_trial_edit.released.connect(self.edit_shorter_trial)
self.analysis_data_source_shorter_layout.addWidget(self.shorter_trial_edit, 3, 0, 1, 2)
self.analysis_box_layout.addWidget(self.analysis_data_source_shorter, 0, 0)
### longer trial box
self.analysis_data_source_longer = QtGui.QGroupBox("Longer Trial")
self.analysis_data_source_longer_layout = QtGui.QGridLayout()
self.analysis_data_source_longer.setLayout(self.analysis_data_source_longer_layout)
self.longer_trial_label = QtGui.QLabel("<b>Trial:</b>")
self.longer_trial = QtGui.QLabel("[select on experiment tab]")
self.analysis_data_source_longer_layout.addWidget(self.longer_trial_label, 0, 0)
self.analysis_data_source_longer_layout.addWidget(self.longer_trial, 0, 1)
self.longer_trial_color_label = QtGui.QLabel("<b>Color:</b>")
self.longer_trial_color = QtGui.QLabel()
self.analysis_data_source_longer_layout.addWidget(self.longer_trial_color_label, 1, 0)
self.analysis_data_source_longer_layout.addWidget(self.longer_trial_color, 1, 1)
self.longer_trial_bins_label = QtGui.QLabel("<b>Bins:</b>")
self.longer_trial_bins = QtGui.QLabel()
self.analysis_data_source_longer_layout.addWidget(self.longer_trial_bins_label, 2, 0)
self.analysis_data_source_longer_layout.addWidget(self.longer_trial_bins, 2, 1)
self.longer_trial_edit = QtGui.QPushButton("Edit")
self.longer_trial_edit.setEnabled(False)
self.longer_trial_edit.released.connect(self.edit_longer_trial)
self.analysis_data_source_longer_layout.addWidget(self.longer_trial_edit, 3, 0, 1, 2)
self.analysis_box_layout.addWidget(self.analysis_data_source_longer, 0, 1)
#### configuration
self.analysis_config = QtGui.QGroupBox("Analysis Configuration")
self.analysis_config_layout = QtGui.QGridLayout()
self.analysis_config.setLayout(self.analysis_config_layout)
self.analysis_type_label = QtGui.QLabel("Analysis Method")
self.analysis_type = QtGui.QComboBox()
self.analysis_type.addItem("Box Test")
self.analysis_config_layout.addWidget(self.analysis_type_label, 0, 0)
self.analysis_config_layout.addWidget(self.analysis_type, 0, 1)
self.analysis_lower_quantile_label = QtGui.QLabel("Lower Quantile")
self.analysis_lower_quantile = QtGui.QLineEdit(text="6")
self.analysis_config_layout.addWidget(self.analysis_lower_quantile_label, 1, 0)
self.analysis_config_layout.addWidget(self.analysis_lower_quantile, 1, 1)
self.analysis_upper_quantile_label = QtGui.QLabel("Upper Quantile")
self.analysis_upper_quantile = QtGui.QLineEdit(text="6.5")
self.analysis_config_layout.addWidget(self.analysis_upper_quantile_label, 2, 0)
self.analysis_config_layout.addWidget(self.analysis_upper_quantile, 2, 1)
self.analysis_perfom_button = QtGui.QPushButton("Perform Analysis")
self.analysis_perfom_button.released.connect(self.perform_analysis)
self.analysis_config_layout.addWidget(self.analysis_perfom_button, 3, 0, 1, 2)
self.analysis_box_layout.addWidget(self.analysis_config, 0,2)
# Reset
self.reset_plot_button = QtGui.QPushButton("Reset Plot")
self.reset_plot_button.released.connect(self.reset_plot)
self.analysis_box_layout.addWidget(self.reset_plot_button, 1, 0,1, 2)
## Result
self.analysis_result_box = QtGui.QGroupBox("Result")
self.analysis_result_box_layout = QtGui.QGridLayout()
self.analysis_result_box.setLayout(self.analysis_result_box_layout)
self.analysis_result = QtGui.QLabel()
self.analysis_result_box_layout.addWidget(self.analysis_result, 0, 0)
self.analysis_box_layout.addWidget(self.analysis_result_box, 1,2, 1, 1)
### PLotter
self.plotter = PlotterWidget(self)
# self.plotter.set_data_source_model(self.data_source_model)
self.analysis_box_layout.addWidget(self.plotter, 2,0,1,3)
# self.data_source_model.rowsInserted.connect(self.plotter.update_plot)
def reset_plot(self):
self.shorter_trial.setText("[select on experiment tab]")
self.shorter_trial_color.setText("")
self.shorter_trial_bins.setText("")
self.longer_trial.setText("[select on experiment tab]")
self.longer_trial_color.setText("")
self.longer_trial_bins.setText("")
self.shorter_trial_edit.setEnabled(False)
self.longer_trial_edit.setEnabled(False)
self.plotter.reset()
def edit_shorter_trial(self):
dialog = PlotStyleEditDialog(plot = self.shorter_plot)
dialog.accepted.connect(self.update_plot_settings_view)
dialog.exec()
def edit_longer_trial(self):
dialog = PlotStyleEditDialog(plot = self.longer_plot)
dialog.accepted.connect(self.update_plot_settings_view)
dialog.exec()
def update_plot_settings_view(self):
self.plotter.update_plot()
if self.shorter_plot is not None:
self.shorter_trial_bins.setText(str(self.shorter_plot.bins))
self.shorter_trial_color.setText(str(self.shorter_plot.color))
if self.longer_plot is not None:
self.longer_trial_bins.setText(str(self.longer_plot.bins))
self.longer_trial_color.setText(str(self.longer_plot.color))
def set_shorter(self, trial):
self.shorter_trial.setText(trial.name)
self.shorter_trial_data = trial
self.shorter = TimingData()
self.shorter.parse_csv(self.shorter_trial_data.result)
self.shorter_plot = Plot(self.shorter)
self.shorter_plot.color = 'blue'
self.shorter_plot.label = trial.name
self.plotter.add_plot(self.shorter_plot)
self.shorter_trial_edit.setEnabled(True)
self.update_plot_settings_view()
def set_longer(self, trial):
self.longer_trial.setText(trial.name)
self.longer_trial_data = trial
self.longer = TimingData()
self.longer.parse_csv(self.longer_trial_data.result)
self.longer_plot = Plot(self.longer)
self.longer_plot.color = 'red'
self.longer_plot.label = trial.name
self.plotter.add_plot(self.longer_plot)
self.longer_trial_edit.setEnabled(True)
self.update_plot_settings_view()
def perform_analysis(self):
self.plotter.update_plot()
box_test = BoxTest(self.shorter, self.longer, float(self.analysis_lower_quantile.text()), float(self.analysis_upper_quantile.text()))
res = box_test.perform()
self.analysis_result.setText("Are the two distributions distinct? " + str(res))
x_box = box_test.x_box()
y_box = box_test.y_box()
self.plotter.plot_canvas.draw_rectangle(x_box[0], 0, x_box[1] - x_box[0], 1e7, fg_color=self.shorter_plot.color, edge_color="black")
self.plotter.plot_canvas.draw_rectangle(y_box[0], 0, y_box[1] - y_box[0], 1e7, fg_color=self.longer_plot.color, edge_color="black")
# def event_open_data_source_edit(self, index):
# dialog = EditDataSourceDialog(index.data(QtCore.Qt.EditRole), self)
# dialog.accepted.connect(self.event_data_source_edited)
# dialog.exec()
def event_data_source_edited(self):
self.data_source_table.resizeColumnsToContents()
self.plotter.update_plot()
def event_show_select_file_dialog(self):
file_dialog = QtGui.QFileDialog()
file_dialog.setAcceptMode(QtGui.QFileDialog.AcceptOpen)
filters = [ "PEM Files (*.pem)", "Any files (*)" ]
# file_dialog.fileSelected.connect(self.event_file_selected)
file_dialog.filesSelected.connect(self.event_files_selected)
file_dialog.setFileMode(QtGui.QFileDialog.ExistingFiles)
file_dialog.exec()
def event_files_selected(self, file_names):
print(file_names)
for f in file_names:
self.event_file_selected(f)
def event_file_selected(self,file_name):
new_data = TimingData()
new_data.load_from_csv(file_name)
new_plot = Plot(new_data)
self.data_source_model.add_data(new_plot)
self.data_source_table.resizeColumnsToContents()
#data = parse_csv(file_name)
#self.plot_canvas.add_plot(data, 200, [min(data), 26*1000*1000], "100 micros", 'red')
#self.plot_canvas.update_figure()
def add_data_row(self, data):
pass
def event_file_selected(self,file_name):
new_data = TimingData()
new_data.load_from_csv(file_name)
new_plot = Plot(new_data)
self.data_source_model.add_data(new_plot)
self.data_source_table.resizeColumnsToContents()
def event_file_selected(self, file_name):
new_data = TimingData()
new_data.load_from_csv(file_name)
new_plot = Plot(new_data)
self.data_source_model.add_data(new_plot)
self.data_source_table.resizeColumnsToContents()
class FeasibilityTab(QtGui.QWidget):
longer_plot = None
shorter_plot = None
def __init__(self, session=None, parent=None):
super(FeasibilityTab, self).__init__(parent)
self.session = session
self.current_trial = None
self.layout = QtGui.QGridLayout()
self.setLayout(self.layout)
####################
## ANALYSIS
####################
self.analysis_box = QtGui.QGroupBox(self, title="Analysis")
self.layout.addWidget(self.analysis_box, 1, 0, 1, 1)
self.analysis_box_layout = QtGui.QGridLayout(self.analysis_box)
self.analysis_box.setLayout(self.analysis_box_layout)
### shorter trial box
self.analysis_data_source_shorter = QtGui.QGroupBox("Shorter Trial")
self.analysis_data_source_shorter_layout = QtGui.QGridLayout()
self.analysis_data_source_shorter.setLayout(
self.analysis_data_source_shorter_layout)
self.shorter_trial_label = QtGui.QLabel("<b>Trial:</b>")
self.shorter_trial = QtGui.QLabel("[select on experiment tab]")
self.analysis_data_source_shorter_layout.addWidget(
self.shorter_trial_label, 0, 0)
self.analysis_data_source_shorter_layout.addWidget(
self.shorter_trial, 0, 1)
self.shorter_trial_color_label = QtGui.QLabel("<b>Color:</b>")
self.shorter_trial_color = QtGui.QLabel()
self.analysis_data_source_shorter_layout.addWidget(
self.shorter_trial_color_label, 1, 0)
self.analysis_data_source_shorter_layout.addWidget(
self.shorter_trial_color, 1, 1)
self.shorter_trial_bins_label = QtGui.QLabel("<b>Bins:</b>")
self.shorter_trial_bins = QtGui.QLabel()
self.analysis_data_source_shorter_layout.addWidget(
self.shorter_trial_bins_label, 2, 0)
self.analysis_data_source_shorter_layout.addWidget(
self.shorter_trial_bins, 2, 1)
self.shorter_trial_edit = QtGui.QPushButton("Edit")
self.shorter_trial_edit.setEnabled(False)
self.shorter_trial_edit.released.connect(self.edit_shorter_trial)
self.analysis_data_source_shorter_layout.addWidget(
self.shorter_trial_edit, 3, 0, 1, 2)
self.analysis_box_layout.addWidget(self.analysis_data_source_shorter,
0, 0)
### longer trial box
self.analysis_data_source_longer = QtGui.QGroupBox("Longer Trial")
self.analysis_data_source_longer_layout = QtGui.QGridLayout()
self.analysis_data_source_longer.setLayout(
self.analysis_data_source_longer_layout)
self.longer_trial_label = QtGui.QLabel("<b>Trial:</b>")
self.longer_trial = QtGui.QLabel("[select on experiment tab]")
self.analysis_data_source_longer_layout.addWidget(
self.longer_trial_label, 0, 0)
self.analysis_data_source_longer_layout.addWidget(
self.longer_trial, 0, 1)
self.longer_trial_color_label = QtGui.QLabel("<b>Color:</b>")
self.longer_trial_color = QtGui.QLabel()
self.analysis_data_source_longer_layout.addWidget(
self.longer_trial_color_label, 1, 0)
self.analysis_data_source_longer_layout.addWidget(
self.longer_trial_color, 1, 1)
self.longer_trial_bins_label = QtGui.QLabel("<b>Bins:</b>")
self.longer_trial_bins = QtGui.QLabel()
self.analysis_data_source_longer_layout.addWidget(
self.longer_trial_bins_label, 2, 0)
self.analysis_data_source_longer_layout.addWidget(
self.longer_trial_bins, 2, 1)
self.longer_trial_edit = QtGui.QPushButton("Edit")
self.longer_trial_edit.setEnabled(False)
self.longer_trial_edit.released.connect(self.edit_longer_trial)
self.analysis_data_source_longer_layout.addWidget(
self.longer_trial_edit, 3, 0, 1, 2)
self.analysis_box_layout.addWidget(self.analysis_data_source_longer, 0,
1)
#### configuration
self.analysis_config = QtGui.QGroupBox("Analysis Configuration")
self.analysis_config_layout = QtGui.QGridLayout()
self.analysis_config.setLayout(self.analysis_config_layout)
self.analysis_type_label = QtGui.QLabel("Analysis Method")
self.analysis_type = QtGui.QComboBox()
self.analysis_type.addItem("Box Test")
self.analysis_config_layout.addWidget(self.analysis_type_label, 0, 0)
self.analysis_config_layout.addWidget(self.analysis_type, 0, 1)
self.analysis_lower_quantile_label = QtGui.QLabel("Lower Quantile")
self.analysis_lower_quantile = QtGui.QLineEdit(text="6")
self.analysis_config_layout.addWidget(
self.analysis_lower_quantile_label, 1, 0)
self.analysis_config_layout.addWidget(self.analysis_lower_quantile, 1,
1)
self.analysis_upper_quantile_label = QtGui.QLabel("Upper Quantile")
self.analysis_upper_quantile = QtGui.QLineEdit(text="6.5")
self.analysis_config_layout.addWidget(
self.analysis_upper_quantile_label, 2, 0)
self.analysis_config_layout.addWidget(self.analysis_upper_quantile, 2,
1)
self.analysis_perfom_button = QtGui.QPushButton("Perform Analysis")
self.analysis_perfom_button.released.connect(self.perform_analysis)
self.analysis_config_layout.addWidget(self.analysis_perfom_button, 3,
0, 1, 2)
self.analysis_box_layout.addWidget(self.analysis_config, 0, 2)
# Reset
self.reset_plot_button = QtGui.QPushButton("Reset Plot")
self.reset_plot_button.released.connect(self.reset_plot)
self.analysis_box_layout.addWidget(self.reset_plot_button, 1, 0, 1, 2)
## Result
self.analysis_result_box = QtGui.QGroupBox("Result")
self.analysis_result_box_layout = QtGui.QGridLayout()
self.analysis_result_box.setLayout(self.analysis_result_box_layout)
self.analysis_result = QtGui.QLabel()
self.analysis_result_box_layout.addWidget(self.analysis_result, 0, 0)
self.analysis_box_layout.addWidget(self.analysis_result_box, 1, 2, 1,
1)
### PLotter
self.plotter = PlotterWidget(self)
# self.plotter.set_data_source_model(self.data_source_model)
self.analysis_box_layout.addWidget(self.plotter, 2, 0, 1, 3)
# self.data_source_model.rowsInserted.connect(self.plotter.update_plot)
def reset_plot(self):
self.shorter_trial.setText("[seect on experiment tab]")
self.shorter_trial_color.setText("")
self.shorter_trial_bins.setText("")
self.longer_trial.setText("[select on experiment tab]")
self.longer_trial_color.setText("")
self.longer_trial_bins.setText("")
self.shorter_trial_edit.setEnabled(False)
self.longer_trial_edit.setEnabled(False)
self.plotter.reset()
def edit_shorter_trial(self):
dialog = PlotStyleEditDialog(plot=self.shorter_plot)
dialog.accepted.connect(self.update_plot_settings_view)
dialog.exec()
def edit_longer_trial(self):
dialog = PlotStyleEditDialog(plot=self.longer_plot)
dialog.accepted.connect(self.update_plot_settings_view)
dialog.exec()
def update_plot_settings_view(self):
self.plotter.update_plot()
if self.shorter_plot is not None:
self.shorter_trial_bins.setText(str(self.shorter_plot.bins))
self.shorter_trial_color.setText(str(self.shorter_plot.color))
if self.longer_plot is not None:
self.longer_trial_bins.setText(str(self.longer_plot.bins))
self.longer_trial_color.setText(str(self.longer_plot.color))
def set_shorter(self, trial):
self.shorter_trial.setText(trial.name)
self.shorter_trial_data = trial
self.shorter = TimingData()
self.shorter.parse_csv(self.shorter_trial_data.result)
self.shorter_plot = Plot(self.shorter)
self.shorter_plot.color = 'blue'
self.shorter_plot.label = trial.name
self.plotter.add_plot(self.shorter_plot)
self.shorter_trial_edit.setEnabled(True)
self.update_plot_settings_view()
def set_longer(self, trial):
self.longer_trial.setText(trial.name)
self.longer_trial_data = trial
self.longer = TimingData()
self.longer.parse_csv(self.longer_trial_data.result)
self.longer_plot = Plot(self.longer)
self.longer_plot.color = 'red'
self.longer_plot.label = trial.name
self.plotter.add_plot(self.longer_plot)
self.longer_trial_edit.setEnabled(True)
self.update_plot_settings_view()
def perform_analysis(self):
self.plotter.update_plot()
box_test = BoxTest(self.shorter, self.longer,
float(self.analysis_lower_quantile.text()),
float(self.analysis_upper_quantile.text()))
res = box_test.perform()
self.analysis_result.setText("Are the two distributions distinct? " +
str(res))
x_box = box_test.x_box()
y_box = box_test.y_box()
self.plotter.plot_canvas.draw_rectangle(
x_box[0],
0,
x_box[1] - x_box[0],
1e7,
fg_color=self.shorter_plot.color,
edge_color="black")
self.plotter.plot_canvas.draw_rectangle(
y_box[0],
0,
y_box[1] - y_box[0],
1e7,
fg_color=self.longer_plot.color,
edge_color="black")
# def event_open_data_source_edit(self, index):
# dialog = EditDataSourceDialog(index.data(QtCore.Qt.EditRole), self)
# dialog.accepted.connect(self.event_data_source_edited)
# dialog.exec()
def event_data_source_edited(self):
self.data_source_table.resizeColumnsToContents()
self.plotter.update_plot()
def event_show_select_file_dialog(self):
file_dialog = QtGui.QFileDialog()
file_dialog.setAcceptMode(QtGui.QFileDialog.AcceptOpen)
filters = ["PEM Files (*.pem)", "Any files (*)"]
# file_dialog.fileSelected.connect(self.event_file_selected)
file_dialog.filesSelected.connect(self.event_files_selected)
file_dialog.setFileMode(QtGui.QFileDialog.ExistingFiles)
file_dialog.exec()
def event_files_selected(self, file_names):
print(file_names)
for f in file_names:
self.event_file_selected(f)
def event_file_selected(self, file_name):
new_data = TimingData()
new_data.load_from_csv(file_name)
new_plot = Plot(new_data)
self.data_source_model.add_data(new_plot)
self.data_source_table.resizeColumnsToContents()
#data = parse_csv(file_name)
#self.plot_canvas.add_plot(data, 200, [min(data), 26*1000*1000], "100 micros", 'red')
#self.plot_canvas.update_figure()
def add_data_row(self, data):
pass