def setup(self, parent):
"""
Creates all the controls in the panel
"""
super(XYSeriesFittingControls, self).setup(parent)
data_selection_static_sizer = wx.StaticBoxSizer(
wx.StaticBox(self, wx.ID_ANY, 'Data selection'), wx.VERTICAL)
self.selection_panel = data_selection.DataRangeSelectionPanel(
self, self.series)
data_selection_static_sizer.Add(self.selection_panel, 1, wx.EXPAND)
self.Add(data_selection_static_sizer,
0,
wx.EXPAND | wx.ALIGN_CENTER_HORIZONTAL | wx.ALL,
border=5)
fit_type_static_sizer = wx.StaticBoxSizer(
wx.StaticBox(self, wx.ID_ANY, 'Fitting'), wx.VERTICAL)
self.fit_type = wx.Choice(
self,
wx.ID_ANY,
choices=[ft.name for ft in fitting.get_fitting_tools()])
fit_type_static_sizer.Add(self.fit_type, 1, wx.ALIGN_RIGHT)
fit_button = wx.Button(self, -1, "Fit")
fit_type_static_sizer.Add(fit_button, 0,
wx.ALIGN_BOTTOM | wx.ALIGN_CENTER_HORIZONTAL)
self.Add(fit_type_static_sizer,
0,
wx.EXPAND | wx.ALIGN_CENTER_HORIZONTAL | wx.ALL,
border=5)
wx.EVT_BUTTON(self, fit_button.GetId(), self.on_fit)
wx.EVT_CHOICE(self, self.fit_type.GetId(), self.on_tool_choice)
stats_static_sizer = wx.StaticBoxSizer(
wx.StaticBox(self, wx.ID_ANY, 'Statistics'), wx.VERTICAL)
self.samples_txt = wx.StaticText(self, wx.ID_ANY, "\tNum. Samples:")
self.mean_txt = wx.StaticText(self, wx.ID_ANY, "\tMean:")
self.stddev_txt = wx.StaticText(self, wx.ID_ANY, "\tStd. Dev.:")
self.min_txt = wx.StaticText(self, wx.ID_ANY, "\tMin. Value:")
self.max_txt = wx.StaticText(self, wx.ID_ANY, "\tMax. Value:")
stats_static_sizer.Add(self.samples_txt, 0, wx.ALIGN_LEFT)
stats_static_sizer.Add(self.mean_txt, 0, wx.ALIGN_LEFT)
stats_static_sizer.Add(self.stddev_txt, 0, wx.ALIGN_LEFT)
stats_static_sizer.Add(self.min_txt, 0, wx.ALIGN_LEFT)
stats_static_sizer.Add(self.max_txt, 0, wx.ALIGN_LEFT)
self.calc_button = wx.Button(self, wx.ID_ANY, "Calculate")
stats_static_sizer.Add(self.calc_button, 0, wx.ALIGN_CENTER_HORIZONTAL)
self.Add(stats_static_sizer,
0,
wx.EXPAND | wx.ALIGN_CENTER_HORIZONTAL | wx.ALL,
border=5)
wx.EVT_BUTTON(self, self.calc_button.GetId(), self.on_calculate)
self.span = None
def on_fit(self, evnt):
mask = self.selection_panel.get_selection()
selected_idxs = numpy.where(mask)
raw_x, raw_y = self.series.get_data()
fitting_tool = fitting.get_fitting_tools()[self.__current_tool_idx]
fit_x_data, fit_y_data, fit_params = fitting_tool.fit(raw_x[selected_idxs],
raw_y[selected_idxs])
FitDataSeries(self.series, fit_x_data, fit_y_data, fit_params)
self.series.update()
def on_fit(self, evnt):
mask = self.selection_panel.get_selection()
selected_idxs = numpy.where(mask)
raw_x, raw_y = self.series.get_data()
fitting_tool = fitting.get_fitting_tools()[self.__current_tool_idx]
fit_x_data, fit_y_data, fit_params = fitting_tool.fit(
raw_x[selected_idxs], raw_y[selected_idxs])
FitDataSeries(self.series, fit_x_data, fit_y_data, fit_params)
self.series.update()
def setup(self, parent):
"""
Creates all the controls in the panel
"""
super(XYSeriesFittingControls, self).setup(parent)
data_selection_static_sizer = wx.StaticBoxSizer(wx.StaticBox(self, wx.ID_ANY, 'Data selection'), wx.VERTICAL)
self.selection_panel = data_selection.DataRangeSelectionPanel(self, self.series)
data_selection_static_sizer.Add(self.selection_panel,1, wx.EXPAND)
self.Add(data_selection_static_sizer, 0, wx.EXPAND|wx.ALIGN_CENTER_HORIZONTAL|wx.ALL, border=5)
fit_type_static_sizer = wx.StaticBoxSizer(wx.StaticBox(self, wx.ID_ANY, 'Fitting'), wx.VERTICAL)
self.fit_type = wx.Choice(self, wx.ID_ANY, choices=[ft.name for ft in fitting.get_fitting_tools()])
fit_type_static_sizer.Add(self.fit_type,1, wx.ALIGN_RIGHT)
fit_button = wx.Button(self, -1, "Fit")
fit_type_static_sizer.Add(fit_button, 0, wx.ALIGN_BOTTOM | wx.ALIGN_CENTER_HORIZONTAL)
self.Add(fit_type_static_sizer, 0, wx.EXPAND|wx.ALIGN_CENTER_HORIZONTAL|wx.ALL, border=5)
wx.EVT_BUTTON(self, fit_button.GetId(), self.on_fit)
wx.EVT_CHOICE(self, self.fit_type.GetId(), self.on_tool_choice)
stats_static_sizer = wx.StaticBoxSizer(wx.StaticBox(self, wx.ID_ANY, 'Statistics'), wx.VERTICAL)
self.samples_txt = wx.StaticText(self, wx.ID_ANY, "\tNum. Samples:")
self.mean_txt = wx.StaticText(self, wx.ID_ANY, "\tMean:")
self.stddev_txt = wx.StaticText(self, wx.ID_ANY, "\tStd. Dev.:")
self.min_txt = wx.StaticText(self, wx.ID_ANY, "\tMin. Value:")
self.max_txt = wx.StaticText(self, wx.ID_ANY, "\tMax. Value:")
stats_static_sizer.Add(self.samples_txt, 0, wx.ALIGN_LEFT)
stats_static_sizer.Add(self.mean_txt, 0, wx.ALIGN_LEFT)
stats_static_sizer.Add(self.stddev_txt, 0, wx.ALIGN_LEFT)
stats_static_sizer.Add(self.min_txt, 0, wx.ALIGN_LEFT)
stats_static_sizer.Add(self.max_txt, 0, wx.ALIGN_LEFT)
self.calc_button = wx.Button(self, wx.ID_ANY, "Calculate")
stats_static_sizer.Add(self.calc_button, 0, wx.ALIGN_CENTER_HORIZONTAL)
self.Add(stats_static_sizer, 0, wx.EXPAND|wx.ALIGN_CENTER_HORIZONTAL|wx.ALL, border=5)
wx.EVT_BUTTON(self, self.calc_button.GetId(), self.on_calculate)
self.span = None