[c77d859] | 1 | import sys |
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| 2 | import wx |
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| 3 | import wx.lib.newevent |
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| 4 | import numpy |
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| 5 | import copy |
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| 6 | import math |
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| 7 | from sans.models.dispersion_models import ArrayDispersion, GaussianDispersion |
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| 8 | |
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| 9 | from sans.guicomm.events import StatusEvent |
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| 10 | from sans.guiframe.utils import format_number |
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[77e23a2] | 11 | |
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[b787e68c] | 12 | ## event to post model to fit to fitting plugins |
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[c77d859] | 13 | (ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent() |
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[b787e68c] | 14 | |
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| 15 | ## event to know the selected fit engine |
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[77e23a2] | 16 | (FitterTypeEvent, EVT_FITTER_TYPE) = wx.lib.newevent.NewEvent() |
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[c77d859] | 17 | _BOX_WIDTH = 80 |
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| 18 | |
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| 19 | import basepage |
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| 20 | from basepage import BasicPage |
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[b787e68c] | 21 | from basepage import PageInfoEvent |
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[c77d859] | 22 | |
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| 23 | |
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| 24 | class FitPage(BasicPage): |
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| 25 | """ |
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| 26 | FitPanel class contains fields allowing to display results when |
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| 27 | fitting a model and one data |
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| 28 | @note: For Fit to be performed the user should check at least one parameter |
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| 29 | on fit Panel window. |
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| 30 | |
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| 31 | """ |
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[cfc0913] | 32 | def __init__(self,parent, page_info): |
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| 33 | BasicPage.__init__(self, parent, page_info) |
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[c77d859] | 34 | """ |
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| 35 | Initialization of the Panel |
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| 36 | """ |
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| 37 | ## fit page does not content npts txtcrtl |
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| 38 | self.npts=None |
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| 39 | ## if no dispersity parameters is avaible |
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| 40 | self.text_disp_1=None |
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[dcf29d7] | 41 | ## default fitengine type |
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| 42 | self.engine_type = "scipy" |
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[b787e68c] | 43 | ## draw sizer |
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[c77d859] | 44 | self._fill_datainfo_sizer() |
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| 45 | self._fill_model_sizer( self.sizer1) |
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[cfc0913] | 46 | self._fill_range_sizer() |
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[87fbc60] | 47 | self._on_select_model(event=None) |
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[b787e68c] | 48 | |
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[cfc0913] | 49 | ## to update the panel according to the fit engine type selected |
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[77e23a2] | 50 | self.Bind(EVT_FITTER_TYPE,self._on_engine_change) |
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| 51 | |
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| 52 | |
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| 53 | def _on_engine_change(self, event): |
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| 54 | """ |
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| 55 | get an event containing the current name of the fit engine type |
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| 56 | @param event: FitterTypeEvent containing the name of the current engine |
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| 57 | """ |
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[dcf29d7] | 58 | self.engine_type = event.type |
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| 59 | |
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[77e23a2] | 60 | if len(self.parameters)==0: |
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| 61 | return |
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| 62 | for item in self.parameters: |
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| 63 | if event.type =="scipy": |
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| 64 | item[5].SetValue(format_number("")) |
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| 65 | item[5].Hide() |
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| 66 | item[6].SetValue(format_number("")) |
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| 67 | item[6].Hide() |
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| 68 | self.text2_min.Hide() |
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| 69 | self.text2_max.Hide() |
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| 70 | else: |
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| 71 | item[5].Show(True) |
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| 72 | item[6].Show(True) |
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| 73 | self.text2_min.Show(True) |
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| 74 | self.text2_max.Show(True) |
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| 75 | |
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| 76 | self.sizer3.Layout() |
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| 77 | self.SetScrollbars(20,20,200,100) |
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[c77d859] | 78 | |
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| 79 | |
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| 80 | def _fill_range_sizer(self): |
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| 81 | """ |
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| 82 | Fill the sizer containing the plotting range |
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| 83 | add access to npts |
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| 84 | """ |
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[1ae3fe1] | 85 | sizer_fit = wx.GridSizer(1, 1,0, 0) |
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[c77d859] | 86 | |
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| 87 | self.btFit = wx.Button(self,wx.NewId(),'Fit') |
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| 88 | self.btFit.Bind(wx.EVT_BUTTON, self._onFit,id= self.btFit.GetId()) |
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| 89 | self.btFit.SetToolTipString("Perform fit.") |
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[2d5f7a1] | 90 | |
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[c77d859] | 91 | |
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| 92 | sizer_fit.Add((5,5),1, wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 5) |
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[1ae3fe1] | 93 | sizer_fit.Add(self.btFit,0, wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 5) |
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[c77d859] | 94 | |
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| 95 | sizer_smearer = wx.BoxSizer(wx.HORIZONTAL) |
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| 96 | #Filling the sizer containing instruments smearing info. |
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| 97 | self.disable_smearer = wx.RadioButton(self, -1, 'No', style=wx.RB_GROUP) |
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| 98 | self.enable_smearer = wx.RadioButton(self, -1, 'Yes') |
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| 99 | self.Bind(wx.EVT_RADIOBUTTON, self.onSmear, id=self.disable_smearer.GetId()) |
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| 100 | self.Bind(wx.EVT_RADIOBUTTON, self.onSmear, id=self.enable_smearer.GetId()) |
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| 101 | |
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| 102 | sizer_smearer.Add(wx.StaticText(self,-1,'Instrument Smearing? ')) |
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| 103 | sizer_smearer.Add((10, 10)) |
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| 104 | sizer_smearer.Add( self.enable_smearer ) |
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| 105 | sizer_smearer.Add((10,10)) |
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| 106 | sizer_smearer.Add( self.disable_smearer ) |
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| 107 | |
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| 108 | self._set_range_sizer( title="Fitted Q Range", |
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| 109 | object1=sizer_smearer, object= sizer_fit) |
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| 110 | |
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| 111 | |
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| 112 | def _fill_datainfo_sizer(self): |
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| 113 | """ |
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| 114 | fill sizer 0 with data info |
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| 115 | """ |
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| 116 | self.sizer0.Clear(True) |
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| 117 | ## no loaded data , don't fill the sizer |
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| 118 | if self.data== None: |
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| 119 | self.sizer0.Layout() |
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| 120 | return |
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| 121 | |
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| 122 | box_description= wx.StaticBox(self, -1, 'Loaded Data') |
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| 123 | boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL) |
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| 124 | #---------------------------------------------------------- |
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| 125 | sizer_data = wx.GridSizer(3, 3,5, 5) |
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| 126 | #Filling the sizer containing data related fields |
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| 127 | DataSource =wx.StaticText(self, -1,str(self.data.name)) |
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| 128 | |
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| 129 | sizer_data.Add(wx.StaticText(self, -1, 'Data Source Name : ')) |
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| 130 | sizer_data.Add(DataSource ) |
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| 131 | sizer_data.Add( (5,5) ) |
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| 132 | |
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| 133 | #---------sizer 2 draw-------------------------------- |
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| 134 | #set maximum range for x in linear scale |
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| 135 | if not hasattr(self.data,"data"): #Display only for 1D data fit |
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| 136 | # Minimum value of data |
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| 137 | data_min = str(format_number(numpy.min(self.data.x))) |
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| 138 | # Maximum value of data |
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| 139 | data_max = str(format_number(numpy.max(self.data.x))) |
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| 140 | text4_3 = wx.StaticText(self, -1, 'Maximum Q Range(Linear)', |
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| 141 | style=wx.ALIGN_LEFT) |
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| 142 | sizer_data.Add( text4_3 ) |
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| 143 | sizer_data.Add(wx.StaticText(self, -1, "Min : %s"%data_min)) |
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| 144 | sizer_data.Add(wx.StaticText(self, -1, "Max : %s"%data_max)) |
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| 145 | |
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| 146 | else: |
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| 147 | radius_min= 0 |
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| 148 | x= numpy.max(self.data.xmin, self.data.xmax) |
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| 149 | y= numpy.max(self.data.ymin, self.data.ymax) |
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| 150 | radius_max = math.sqrt(x*x + y*y) |
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| 151 | # Minimum value of data |
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| 152 | data_min = str(format_number(radius_min)) |
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| 153 | # Maximum value of data |
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| 154 | data_max = str(format_number(radius_max)) |
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| 155 | text4_3 = wx.StaticText(self, -1, 'Maximum Q Range', |
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| 156 | style=wx.ALIGN_LEFT) |
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| 157 | sizer_data.Add( text4_3 ) |
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| 158 | sizer_data.Add(wx.StaticText(self, -1, "Min : %s"%data_min)) |
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| 159 | sizer_data.Add(wx.StaticText(self, -1, "Max : %s"%data_max)) |
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| 160 | |
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| 161 | boxsizer1.Add(sizer_data) |
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| 162 | #------------------------------------------------------------ |
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| 163 | self.sizer0.Add(boxsizer1,0, wx.EXPAND | wx.ALL, 10) |
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| 164 | self.sizer0.Layout() |
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| 165 | |
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| 166 | self.qmin_x= data_min |
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| 167 | self.qmax_x= data_max |
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| 168 | |
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[376916c] | 169 | |
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[c77d859] | 170 | def _fill_model_sizer(self, sizer): |
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| 171 | """ |
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| 172 | fill sizer containing model info |
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| 173 | """ |
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[87fbc60] | 174 | |
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| 175 | box_description= wx.StaticBox(self, -1,'Chi2/dof') |
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| 176 | boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL) |
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| 177 | boxsizer1.SetMinSize((50,-1)) |
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[6355f4d] | 178 | self.tcChi = wx.StaticText(self, -1, "-", style=wx.ALIGN_LEFT) |
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[87fbc60] | 179 | boxsizer1.Add( self.tcChi ) |
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[6355f4d] | 180 | |
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[c77d859] | 181 | |
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| 182 | ## class base method to add view 2d button |
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[87fbc60] | 183 | self._set_model_sizer(sizer=sizer, title="Model",object= boxsizer1 ) |
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[c77d859] | 184 | |
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| 185 | |
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| 186 | def _set_sizer_gaussian(self): |
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| 187 | """ |
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| 188 | draw sizer with gaussian dispersity parameters |
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| 189 | """ |
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| 190 | self.fittable_param=[] |
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| 191 | self.fixed_param=[] |
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[376916c] | 192 | |
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[c77d859] | 193 | self.sizer4_4.Clear(True) |
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| 194 | |
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| 195 | if self.model==None: |
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| 196 | ##no model is selected |
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| 197 | return |
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| 198 | if not self.enable_disp.GetValue(): |
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| 199 | ## the user didn't select dispersity display |
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| 200 | return |
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[376916c] | 201 | |
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| 202 | self._reset_dispersity() |
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| 203 | # Create the dispersion objects |
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| 204 | for item in self.model.dispersion.keys(): |
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| 205 | disp_model = GaussianDispersion() |
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| 206 | self._disp_obj_dict[item] = disp_model |
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| 207 | self.model.set_dispersion(item, disp_model) |
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| 208 | |
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[c77d859] | 209 | ix=0 |
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| 210 | iy=1 |
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| 211 | disp = wx.StaticText(self, -1, 'Names') |
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| 212 | self.sizer4_4.Add(disp,( iy, ix),(1,1), |
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| 213 | wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 15) |
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| 214 | ix += 1 |
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| 215 | values = wx.StaticText(self, -1, 'Values') |
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| 216 | self.sizer4_4.Add(values,( iy, ix),(1,1), wx.EXPAND|wx.ADJUST_MINSIZE, 0) |
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| 217 | ix +=2 |
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| 218 | self.text_disp_1 = wx.StaticText(self, -1, 'Errors') |
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| 219 | self.sizer4_4.Add( self.text_disp_1,(iy, ix),(1,1),\ |
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| 220 | wx.EXPAND|wx.ADJUST_MINSIZE, 0) |
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| 221 | self.text_disp_1.Hide() |
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| 222 | ix += 1 |
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| 223 | npts = wx.StaticText(self, -1, 'Npts') |
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| 224 | self.sizer4_4.Add(npts,( iy, ix),(1,1), wx.EXPAND|wx.ADJUST_MINSIZE, 0) |
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| 225 | ix += 1 |
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| 226 | nsigmas = wx.StaticText(self, -1, 'Nsigmas') |
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| 227 | self.sizer4_4.Add(nsigmas,( iy, ix),(1,1), wx.EXPAND|wx.ADJUST_MINSIZE, 0) |
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| 228 | |
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| 229 | for item in self.model.dispersion.keys(): |
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[376916c] | 230 | self.disp_cb_dict[item]= None |
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[c77d859] | 231 | name1=item+".width" |
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| 232 | name2=item+".npts" |
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| 233 | name3=item+".nsigmas" |
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| 234 | iy += 1 |
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| 235 | for p in self.model.dispersion[item].keys(): |
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| 236 | |
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| 237 | if p=="width": |
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| 238 | ix = 0 |
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| 239 | cb = wx.CheckBox(self, -1, name1, (10, 10)) |
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| 240 | wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param) |
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| 241 | |
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| 242 | self.sizer4_4.Add( cb,( iy, ix),(1,1), |
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| 243 | wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 15) |
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| 244 | ix = 1 |
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| 245 | value= self.model.getParam(name1) |
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| 246 | ctl1 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH,20), |
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| 247 | style=wx.TE_PROCESS_ENTER) |
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| 248 | |
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| 249 | ctl1.SetValue(str (format_number(value))) |
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[1328e03] | 250 | ctl1.Bind(wx.EVT_SET_FOCUS, self.onSetFocus) |
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[77e23a2] | 251 | ctl1.Bind(wx.EVT_KILL_FOCUS, self._onparamEnter) |
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[c77d859] | 252 | ctl1.Bind(wx.EVT_TEXT_ENTER,self._onparamEnter) |
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| 253 | self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND) |
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| 254 | |
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| 255 | ## text to show error sign |
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| 256 | ix = 2 |
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| 257 | text2=wx.StaticText(self, -1, '+/-') |
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| 258 | self.sizer4_4.Add(text2,(iy, ix),(1,1), |
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| 259 | wx.EXPAND|wx.ADJUST_MINSIZE, 0) |
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| 260 | text2.Hide() |
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| 261 | ## txtcrtl to add error from fit |
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| 262 | ix = 3 |
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| 263 | ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH,20), style=wx.TE_PROCESS_ENTER) |
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| 264 | self.sizer4_4.Add(ctl2, (iy,ix),(1,1), wx.EXPAND|wx.ADJUST_MINSIZE, 0) |
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| 265 | ctl2.Hide() |
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| 266 | |
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| 267 | self.fittable_param.append([cb,name1,ctl1,text2, |
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| 268 | ctl2, None, None,None]) |
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| 269 | elif p=="npts": |
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| 270 | ix = 4 |
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| 271 | value= self.model.getParam(name2) |
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| 272 | Tctl = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/2,20), |
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| 273 | style=wx.TE_PROCESS_ENTER) |
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| 274 | |
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| 275 | Tctl.SetValue(str (format_number(value))) |
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[1328e03] | 276 | Tctl.Bind(wx.EVT_SET_FOCUS, self.onSetFocus) |
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[77e23a2] | 277 | Tctl.Bind(wx.EVT_KILL_FOCUS, self._onparamEnter) |
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[c77d859] | 278 | Tctl.Bind(wx.EVT_TEXT_ENTER,self._onparamEnter) |
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| 279 | self.sizer4_4.Add(Tctl, (iy,ix),(1,1), |
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| 280 | wx.EXPAND|wx.ADJUST_MINSIZE, 0) |
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| 281 | |
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| 282 | self.fixed_param.append([None,name2, Tctl,None,None, |
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| 283 | None, None,None]) |
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| 284 | |
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| 285 | elif p=="nsigmas": |
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| 286 | ix = 5 |
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| 287 | value= self.model.getParam(name3) |
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| 288 | Tctl = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/2,20), |
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| 289 | style=wx.TE_PROCESS_ENTER) |
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| 290 | Tctl.SetValue(str (format_number(value))) |
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[1328e03] | 291 | Tctl.Bind(wx.EVT_SET_FOCUS, self.onSetFocus) |
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[77e23a2] | 292 | Tctl.Bind(wx.EVT_KILL_FOCUS, self._onparamEnter) |
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[c77d859] | 293 | Tctl.Bind(wx.EVT_TEXT_ENTER,self._onparamEnter) |
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| 294 | self.sizer4_4.Add(Tctl, (iy,ix),(1,1), |
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| 295 | wx.EXPAND|wx.ADJUST_MINSIZE, 0) |
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| 296 | ix +=1 |
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| 297 | self.sizer4_4.Add((20,20), (iy,ix),(1,1), |
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| 298 | wx.EXPAND|wx.ADJUST_MINSIZE, 0) |
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| 299 | |
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| 300 | self.fixed_param.append([None,name3, Tctl |
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| 301 | ,None,None, None, None,None]) |
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| 302 | |
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| 303 | wx.PostEvent(self.parent, StatusEvent(status=\ |
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| 304 | " Selected Distribution: Gaussian")) |
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| 305 | ix =0 |
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| 306 | iy +=1 |
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| 307 | self.sizer4_4.Add((20,20),(iy,ix),(1,1), wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 15) |
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| 308 | self.sizer4_4.Layout() |
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| 309 | self.sizer4.Layout() |
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| 310 | self.SetScrollbars(20,20,200,100) |
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[0a518e4c] | 311 | |
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[c77d859] | 312 | |
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| 313 | def _onFit(self, event): |
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| 314 | """ |
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| 315 | Allow to fit |
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| 316 | """ |
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[1ae3fe1] | 317 | #self.btFit.SetLabel("Stop") |
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[c77d859] | 318 | from sans.guiframe.utils import check_value |
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| 319 | flag = check_value( self.qmin, self.qmax) |
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| 320 | |
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| 321 | if not flag: |
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| 322 | msg= "Fitting range invalid" |
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| 323 | wx.PostEvent(self.parent.parent, StatusEvent(status= msg )) |
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| 324 | return |
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| 325 | |
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| 326 | if len(self.param_toFit) <= 0: |
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| 327 | msg= "Select at least one parameter to fit" |
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| 328 | wx.PostEvent(self.parent.parent, StatusEvent(status= msg )) |
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| 329 | return |
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| 330 | |
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| 331 | self.qmin_x=float(self.qmin.GetValue()) |
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| 332 | self.qmax_x =float( self.qmax.GetValue()) |
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[6f023e8] | 333 | self.manager._reset_schedule_problem( value=0) |
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[ca7a626] | 334 | self.manager.schedule_for_fit( value=1,page=self,fitproblem =None) |
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| 335 | self.manager.set_fit_range(page= self,qmin= self.qmin_x, qmax= self.qmax_x) |
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[c77d859] | 336 | #single fit |
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[ca7a626] | 337 | self.manager.onFit() |
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[c77d859] | 338 | |
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| 339 | self.sizer5.Layout() |
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| 340 | self.SetScrollbars(20,20,55,40) |
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| 341 | |
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| 342 | |
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| 343 | def _on_select_model(self, event): |
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| 344 | """ |
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| 345 | call back for model selection |
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| 346 | """ |
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[59a7f2d] | 347 | self._on_select_model_helper() |
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[c77d859] | 348 | self.set_model_param_sizer(self.model) |
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| 349 | try: |
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| 350 | self.compute_chisqr() |
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| 351 | except: |
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| 352 | ## error occured on chisqr computation |
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| 353 | pass |
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[3b605bb] | 354 | self.enable_disp.SetValue(False) |
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| 355 | self.disable_disp.SetValue(True) |
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| 356 | self._set_dipers_Param(event=None) |
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| 357 | |
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| 358 | evt = ModelEventbox(model=self.model) |
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| 359 | wx.PostEvent(self.event_owner, evt) |
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| 360 | |
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[a074145] | 361 | |
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[dd5949d] | 362 | def _onparamEnter(self,event): |
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| 363 | """ |
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| 364 | when enter value on panel redraw model according to changed |
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| 365 | """ |
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| 366 | self._onparamEnter_helper() |
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| 367 | self.compute_chisqr() |
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| 368 | |
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[cfc0913] | 369 | |
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[a074145] | 370 | def reset_page(self, state): |
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| 371 | """ |
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| 372 | reset the state |
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| 373 | """ |
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| 374 | self.reset_page_helper(state) |
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| 375 | evt = ModelEventbox(model=self.model) |
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| 376 | wx.PostEvent(self.event_owner, evt) |
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| 377 | |
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| 378 | |
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[2140e68] | 379 | def get_range(self): |
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| 380 | """ |
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| 381 | return the fitting range |
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| 382 | """ |
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[c9a4377] | 383 | return float(self.qmin_x) , float(self.qmax_x) |
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[c77d859] | 384 | |
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| 385 | def get_param_list(self): |
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| 386 | """ |
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| 387 | @return self.param_toFit: list containing references to TextCtrl |
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| 388 | checked.Theses TextCtrl will allow reference to parameters to fit. |
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| 389 | @raise: if return an empty list of parameter fit will nnote work |
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| 390 | properly so raise ValueError,"missing parameter to fit" |
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| 391 | """ |
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| 392 | if self.param_toFit !=[]: |
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| 393 | return self.param_toFit |
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| 394 | else: |
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| 395 | raise ValueError,"missing parameter to fit" |
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| 396 | |
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| 397 | def onsetValues(self,chisqr, out,cov): |
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| 398 | """ |
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| 399 | Build the panel from the fit result |
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| 400 | @param chisqr:Value of the goodness of fit metric |
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| 401 | @param out:list of parameter with the best value found during fitting |
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| 402 | @param cov:Covariance matrix |
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| 403 | |
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| 404 | """ |
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| 405 | self.tcChi.SetLabel(format_number(chisqr)) |
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| 406 | params = {} |
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| 407 | is_modified = False |
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| 408 | has_error = False |
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[0a518e4c] | 409 | self.text2_3.Hide() |
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| 410 | if self.text_disp_1 !=None: |
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| 411 | self.text_disp_1.Hide() |
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[c77d859] | 412 | #set the panel when fit result are float not list |
---|
| 413 | if out.__class__==numpy.float64: |
---|
| 414 | self.param_toFit[0][2].SetValue(format_number(out)) |
---|
| 415 | self.param_toFit[0][2].Refresh() |
---|
[0a518e4c] | 416 | |
---|
| 417 | self.param_toFit[0][4].Clear() |
---|
| 418 | self.param_toFit[0][4].Hide() |
---|
[c77d859] | 419 | if cov !=None : |
---|
| 420 | self.text2_3.Show(True) |
---|
[0a518e4c] | 421 | if self.text_disp_1 !=None: |
---|
[c77d859] | 422 | self.text_disp_1.Show(True) |
---|
| 423 | |
---|
| 424 | self.param_toFit[0][3].Show(True) |
---|
| 425 | self.param_toFit[0][4].Clear() |
---|
| 426 | self.param_toFit[0][4].SetValue(format_number(cov[0])) |
---|
| 427 | self.param_toFit[0][4].Show(True) |
---|
| 428 | else: |
---|
| 429 | i=0 |
---|
| 430 | j=0 |
---|
| 431 | #Set the panel when fit result are list |
---|
| 432 | for item in self.param_toFit: |
---|
[0a518e4c] | 433 | ## reset error value to initial state |
---|
| 434 | item[4].Clear() |
---|
| 435 | item[4].Hide() |
---|
| 436 | item[4].Refresh() |
---|
[c77d859] | 437 | if( out != None ) and len(out)<=len(self.param_toFit)and i < len(out): |
---|
| 438 | item[2].SetValue(format_number(self.model.getParam(item[1]))) |
---|
| 439 | item[2].Refresh() |
---|
| 440 | if(cov !=None)and len(cov)<=len(self.param_toFit)and i < len(cov): |
---|
| 441 | self.text2_3.Show(True) |
---|
| 442 | if self.text_disp_1!=None: |
---|
| 443 | self.text_disp_1.Show(True) |
---|
| 444 | item[3].Show(True) |
---|
| 445 | item[4].Clear() |
---|
| 446 | for j in range(len(out)): |
---|
| 447 | if out[j]==self.model.getParam(item[1]): |
---|
| 448 | break |
---|
| 449 | item[4].SetValue(format_number(cov[j])) |
---|
| 450 | item[4].Refresh() |
---|
| 451 | item[4].Show(True) |
---|
| 452 | i+=1 |
---|
| 453 | |
---|
| 454 | self.sizer3.Layout() |
---|
| 455 | self.sizer4.Layout() |
---|
| 456 | self.SetScrollbars(20,20,200,100) |
---|
| 457 | |
---|
| 458 | |
---|
| 459 | |
---|
| 460 | def onSmear(self, event): |
---|
| 461 | """ |
---|
| 462 | Create a smear object that will change the way residuals |
---|
| 463 | are compute when fitting |
---|
| 464 | """ |
---|
| 465 | smear =None |
---|
| 466 | msg="" |
---|
| 467 | if self.enable_smearer.GetValue(): |
---|
| 468 | from DataLoader.qsmearing import smear_selection |
---|
[2140e68] | 469 | smear = smear_selection( self.data ) |
---|
[c77d859] | 470 | if hasattr(self.data,"dxl"): |
---|
| 471 | msg= ": Resolution smearing parameters" |
---|
| 472 | if hasattr(self.data,"dxw"): |
---|
| 473 | msg= ": Slit smearing parameters" |
---|
| 474 | if smear ==None: |
---|
| 475 | wx.PostEvent(self.manager.parent, StatusEvent(status=\ |
---|
| 476 | "Data contains no smearing information")) |
---|
| 477 | else: |
---|
| 478 | wx.PostEvent(self.manager.parent, StatusEvent(status=\ |
---|
| 479 | "Data contains smearing information %s"%msg)) |
---|
[b787e68c] | 480 | self.manager.set_smearer(smear, qmin= float(self.qmin_x), |
---|
| 481 | qmax= float(self.qmax_x)) |
---|
[cfc0913] | 482 | ## save the state enable smearing |
---|
| 483 | self.save_current_state() |
---|
[b787e68c] | 484 | |
---|
[dd5949d] | 485 | |
---|
[c77d859] | 486 | def compute_chisqr2D(self): |
---|
| 487 | """ |
---|
| 488 | compute chi square given a model and data 2D and set the value |
---|
| 489 | to the tcChi txtcrl |
---|
| 490 | """ |
---|
| 491 | from sans.guiframe.utils import check_value |
---|
| 492 | flag = check_value( self.qmin, self.qmax) |
---|
| 493 | |
---|
| 494 | res=[] |
---|
| 495 | if flag== True: |
---|
| 496 | try: |
---|
| 497 | self.qmin_x = float(self.qmin.GetValue()) |
---|
| 498 | self.qmax_x = float(self.qmax.GetValue()) |
---|
| 499 | for i in range(len(self.data.x_bins)): |
---|
| 500 | for j in range(len(self.data.y_bins)): |
---|
| 501 | #Check the range containing data between self.qmin_x and self.qmax_x |
---|
| 502 | if math.pow(self.data.x_bins[i],2)+math.pow(self.data.y_bins[j],2)>=math.pow(self.qmin_x,2): |
---|
| 503 | if math.pow(self.data.x_bins[i],2)+math.pow(self.data.y_bins[j],2)<=math.pow(self.qmax_x,2): |
---|
| 504 | chisqrji=(self.data.data[j][i]- self.model.runXY(\ |
---|
[9619367] | 505 | [self.data.x_bins[i],self.data.y_bins[j]]))\ |
---|
[c77d859] | 506 | /self.data.err_data[j][i] |
---|
| 507 | #Vector containing residuals |
---|
| 508 | res.append( math.pow(chisqrji,2) ) |
---|
| 509 | # compute sum of residual |
---|
| 510 | sum=0 |
---|
| 511 | for item in res: |
---|
| 512 | if numpy.isfinite(item): |
---|
| 513 | sum +=item |
---|
| 514 | self.tcChi.SetLabel(format_number(math.fabs(sum/ len(res)))) |
---|
| 515 | except: |
---|
| 516 | wx.PostEvent(self.parent.GrandParent, StatusEvent(status=\ |
---|
| 517 | "Chisqr cannot be compute: %s"% sys.exc_value)) |
---|
| 518 | return |
---|
| 519 | |
---|
| 520 | |
---|
| 521 | def compute_chisqr(self): |
---|
| 522 | """ |
---|
| 523 | compute chi square given a model and data 1D and set the value |
---|
| 524 | to the tcChi txtcrl |
---|
| 525 | """ |
---|
| 526 | from sans.guiframe.utils import check_value |
---|
| 527 | flag = check_value( self.qmin, self.qmax) |
---|
| 528 | |
---|
| 529 | if flag== True: |
---|
| 530 | try: |
---|
| 531 | if hasattr(self.data,"data"): |
---|
| 532 | self.compute_chisqr2D() |
---|
| 533 | return |
---|
| 534 | else: |
---|
| 535 | self.qmin_x = float(self.qmin.GetValue()) |
---|
| 536 | self.qmax_x = float(self.qmax.GetValue()) |
---|
| 537 | # return residuals within self.qmin_x and self.qmax_x |
---|
| 538 | x,y,dy = [numpy.asarray(v) for v in (self.data.x,self.data.y,self.data.dy)] |
---|
| 539 | if self.qmin_x==None and self.qmax_x==None: |
---|
| 540 | fx =numpy.asarray([self.model.run(v) for v in x]) |
---|
| 541 | temp=(y - fx)/dy |
---|
| 542 | res= temp*temp |
---|
| 543 | else: |
---|
| 544 | idx = (x>= self.qmin_x) & (x <=self.qmax_x) |
---|
| 545 | fx = numpy.asarray([self.model.run(item)for item in x[idx ]]) |
---|
| 546 | temp=(y[idx] - fx)/dy[idx] |
---|
| 547 | res= temp*temp |
---|
| 548 | #sum of residuals |
---|
| 549 | sum=0 |
---|
| 550 | for item in res: |
---|
| 551 | if numpy.isfinite(item): |
---|
| 552 | sum +=item |
---|
| 553 | self.tcChi.SetLabel(format_number(math.fabs(sum/ len(res)))) |
---|
| 554 | except: |
---|
| 555 | wx.PostEvent(self.parent.GrandParent, StatusEvent(status=\ |
---|
| 556 | "Chisqr cannot be compute: %s"% sys.exc_value)) |
---|
| 557 | return |
---|
| 558 | |
---|
| 559 | |
---|
| 560 | def select_all_param(self,event): |
---|
| 561 | """ |
---|
| 562 | set to true or false all checkBox given the main checkbox value cb1 |
---|
| 563 | """ |
---|
| 564 | self.param_toFit=[] |
---|
[cfc0913] | 565 | |
---|
[c77d859] | 566 | if self.parameters !=[]: |
---|
| 567 | if self.cb1.GetValue()==True: |
---|
| 568 | for item in self.parameters: |
---|
| 569 | item[0].SetValue(True) |
---|
| 570 | self.param_toFit.append(item ) |
---|
| 571 | if len(self.fittable_param)>0: |
---|
| 572 | for item in self.fittable_param: |
---|
| 573 | item[0].SetValue(True) |
---|
| 574 | self.param_toFit.append(item ) |
---|
| 575 | else: |
---|
| 576 | for item in self.parameters: |
---|
| 577 | item[0].SetValue(False) |
---|
| 578 | for item in self.fittable_param: |
---|
| 579 | item[0].SetValue(False) |
---|
| 580 | self.param_toFit=[] |
---|
[cfc0913] | 581 | self.save_current_state() |
---|
| 582 | |
---|
[c77d859] | 583 | |
---|
| 584 | |
---|
| 585 | def select_param(self,event): |
---|
| 586 | """ |
---|
| 587 | Select TextCtrl checked for fitting purpose and stores them |
---|
| 588 | in self.param_toFit=[] list |
---|
| 589 | """ |
---|
| 590 | self.param_toFit=[] |
---|
| 591 | for item in self.parameters: |
---|
| 592 | #Select parameters to fit for list of primary parameters |
---|
| 593 | if item[0].GetValue()==True: |
---|
| 594 | if not (item in self.param_toFit): |
---|
| 595 | self.param_toFit.append(item ) |
---|
| 596 | else: |
---|
| 597 | #remove parameters from the fitting list |
---|
| 598 | if item in self.param_toFit: |
---|
| 599 | self.param_toFit.remove(item) |
---|
| 600 | #Select parameters to fit for list of fittable parameters with dispersion |
---|
| 601 | for item in self.fittable_param: |
---|
| 602 | if item[0].GetValue()==True: |
---|
| 603 | if not (item in self.param_toFit): |
---|
| 604 | self.param_toFit.append(item) |
---|
| 605 | else: |
---|
| 606 | #remove parameters from the fitting list |
---|
| 607 | if item in self.param_toFit: |
---|
| 608 | self.param_toFit.remove(item) |
---|
| 609 | #Set the value of checkbox that selected every checkbox or not |
---|
| 610 | if len(self.parameters)+len(self.fittable_param) ==len(self.param_toFit): |
---|
| 611 | self.cb1.SetValue(True) |
---|
| 612 | else: |
---|
| 613 | self.cb1.SetValue(False) |
---|
[cfc0913] | 614 | ## save current state of the page |
---|
| 615 | self.save_current_state() |
---|
| 616 | |
---|
[c77d859] | 617 | |
---|
| 618 | |
---|
[77e23a2] | 619 | def set_model_param_sizer(self, model): |
---|
[c77d859] | 620 | """ |
---|
| 621 | Build the panel from the model content |
---|
| 622 | @param model: the model selected in combo box for fitting purpose |
---|
| 623 | """ |
---|
| 624 | self.sizer3.Clear(True) |
---|
| 625 | self.parameters = [] |
---|
[cfc0913] | 626 | #self.page_info.parameters=[] |
---|
[c77d859] | 627 | self.param_toFit=[] |
---|
| 628 | self.fittable_param=[] |
---|
| 629 | self.fixed_param=[] |
---|
| 630 | |
---|
| 631 | if model ==None: |
---|
| 632 | self.sizer3.Layout() |
---|
| 633 | self.SetScrollbars(20,20,200,100) |
---|
| 634 | return |
---|
| 635 | box_description= wx.StaticBox(self, -1,str("Model Parameters")) |
---|
| 636 | boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL) |
---|
| 637 | sizer = wx.GridBagSizer(5,5) |
---|
| 638 | ## save the current model |
---|
| 639 | self.model = model |
---|
| 640 | |
---|
| 641 | keys = self.model.getParamList() |
---|
| 642 | #list of dispersion paramaters |
---|
| 643 | self.disp_list=self.model.getDispParamList() |
---|
| 644 | |
---|
| 645 | keys.sort() |
---|
| 646 | |
---|
| 647 | iy = 1 |
---|
| 648 | ix = 0 |
---|
| 649 | self.cb1 = wx.CheckBox(self, -1,"Select all", (10, 10)) |
---|
| 650 | wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param) |
---|
| 651 | self.cb1.SetValue(False) |
---|
| 652 | |
---|
| 653 | sizer.Add(self.cb1,(iy, ix),(1,1),\ |
---|
| 654 | wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 15) |
---|
| 655 | ix +=1 |
---|
| 656 | self.text2_2 = wx.StaticText(self, -1, 'Values') |
---|
| 657 | sizer.Add(self.text2_2,(iy, ix),(1,1),\ |
---|
| 658 | wx.EXPAND|wx.ADJUST_MINSIZE, 0) |
---|
| 659 | ix +=2 |
---|
| 660 | self.text2_3 = wx.StaticText(self, -1, 'Errors') |
---|
| 661 | sizer.Add(self.text2_3,(iy, ix),(1,1),\ |
---|
| 662 | wx.EXPAND|wx.ADJUST_MINSIZE, 0) |
---|
| 663 | self.text2_3.Hide() |
---|
| 664 | ix +=1 |
---|
| 665 | self.text2_min = wx.StaticText(self, -1, 'Min') |
---|
| 666 | sizer.Add(self.text2_min,(iy, ix),(1,1),\ |
---|
| 667 | wx.EXPAND|wx.ADJUST_MINSIZE, 0) |
---|
| 668 | self.text2_min.Hide() |
---|
| 669 | ix +=1 |
---|
| 670 | self.text2_max = wx.StaticText(self, -1, 'Max') |
---|
| 671 | sizer.Add(self.text2_max,(iy, ix),(1,1),\ |
---|
| 672 | wx.EXPAND|wx.ADJUST_MINSIZE, 0) |
---|
| 673 | self.text2_max.Hide() |
---|
| 674 | ix += 1 |
---|
| 675 | self.text2_4 = wx.StaticText(self, -1, 'Units') |
---|
| 676 | sizer.Add(self.text2_4,(iy, ix),(1,1),\ |
---|
| 677 | wx.EXPAND|wx.ADJUST_MINSIZE, 0) |
---|
| 678 | self.text2_4.Hide() |
---|
[dcf29d7] | 679 | if self.engine_type=="park": |
---|
| 680 | self.text2_max.Show(True) |
---|
| 681 | self.text2_min.Show(True) |
---|
[c77d859] | 682 | |
---|
| 683 | for item in keys: |
---|
| 684 | if not item in self.disp_list: |
---|
| 685 | iy += 1 |
---|
| 686 | ix = 0 |
---|
| 687 | ## add parameters name with checkbox for selecting to fit |
---|
| 688 | cb = wx.CheckBox(self, -1, item ) |
---|
| 689 | cb.SetValue(False) |
---|
| 690 | wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param) |
---|
| 691 | sizer.Add( cb,( iy, ix),(1,1), |
---|
| 692 | wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 15) |
---|
| 693 | ## add parameter value |
---|
| 694 | ix += 1 |
---|
| 695 | value= self.model.getParam(item) |
---|
| 696 | ctl1 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH,20), |
---|
| 697 | style=wx.TE_PROCESS_ENTER) |
---|
| 698 | |
---|
[77e23a2] | 699 | ctl1.SetValue(format_number(value)) |
---|
| 700 | ctl1.Bind(wx.EVT_SET_FOCUS, self.onSetFocus) |
---|
[c77d859] | 701 | ctl1.Bind(wx.EVT_KILL_FOCUS, self._onparamEnter) |
---|
| 702 | ctl1.Bind(wx.EVT_TEXT_ENTER,self._onparamEnter) |
---|
| 703 | sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND) |
---|
| 704 | ## text to show error sign |
---|
| 705 | ix += 1 |
---|
| 706 | text2=wx.StaticText(self, -1, '+/-') |
---|
| 707 | sizer.Add(text2,(iy, ix),(1,1),\ |
---|
| 708 | wx.EXPAND|wx.ADJUST_MINSIZE, 0) |
---|
| 709 | text2.Hide() |
---|
| 710 | ## txtcrtl to add error from fit |
---|
| 711 | ix += 1 |
---|
| 712 | ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH,20), style=wx.TE_PROCESS_ENTER) |
---|
| 713 | sizer.Add(ctl2, (iy,ix),(1,1), wx.EXPAND|wx.ADJUST_MINSIZE, 0) |
---|
| 714 | ctl2.Hide() |
---|
| 715 | |
---|
[77e23a2] | 716 | param_min, param_max= self.model.details[item][1:] |
---|
[c77d859] | 717 | ix += 1 |
---|
| 718 | ctl3 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER) |
---|
[77e23a2] | 719 | ctl3.SetValue(format_number(param_min)) |
---|
| 720 | ctl3.Bind(wx.EVT_SET_FOCUS, self.onSetFocus) |
---|
[c77d859] | 721 | ctl3.Bind(wx.EVT_KILL_FOCUS, self._onparamEnter) |
---|
| 722 | ctl3.Bind(wx.EVT_TEXT_ENTER,self._onparamEnter) |
---|
| 723 | sizer.Add(ctl3, (iy,ix),(1,1), wx.EXPAND|wx.ADJUST_MINSIZE, 0) |
---|
| 724 | ctl3.Hide() |
---|
[77e23a2] | 725 | |
---|
[c77d859] | 726 | ix += 1 |
---|
| 727 | ctl4 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER) |
---|
[77e23a2] | 728 | ctl4.Bind(wx.EVT_SET_FOCUS, self.onSetFocus) |
---|
[c77d859] | 729 | ctl4.Bind(wx.EVT_KILL_FOCUS, self._onparamEnter) |
---|
| 730 | ctl4.Bind(wx.EVT_TEXT_ENTER,self._onparamEnter) |
---|
| 731 | sizer.Add(ctl4, (iy,ix),(1,1), wx.EXPAND|wx.ADJUST_MINSIZE, 0) |
---|
[77e23a2] | 732 | ctl4.SetValue(format_number(param_max)) |
---|
[c77d859] | 733 | ctl4.Hide() |
---|
[dcf29d7] | 734 | |
---|
| 735 | if self.engine_type=="park": |
---|
| 736 | ctl3.Show(True) |
---|
| 737 | ctl4.Show(True) |
---|
| 738 | |
---|
[c77d859] | 739 | ix +=1 |
---|
| 740 | # Units |
---|
| 741 | try: |
---|
| 742 | units = wx.StaticText(self, -1, self.model.details[item][0], style=wx.ALIGN_LEFT) |
---|
| 743 | except: |
---|
| 744 | units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT) |
---|
| 745 | sizer.Add(units, (iy,ix),(1,1), wx.EXPAND|wx.ADJUST_MINSIZE, 0) |
---|
| 746 | |
---|
| 747 | ##[cb state, name, value, "+/-", error of fit, min, max , units] |
---|
| 748 | self.parameters.append([cb,item, ctl1, |
---|
| 749 | text2,ctl2, ctl3, ctl4,None]) |
---|
[2d5f7a1] | 750 | |
---|
[c77d859] | 751 | iy+=1 |
---|
| 752 | sizer.Add((20,20),(iy,ix),(1,1), wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 15) |
---|
| 753 | |
---|
| 754 | #Display units text on panel |
---|
| 755 | for item in keys: |
---|
| 756 | if self.model.details[item][0]!='': |
---|
| 757 | self.text2_4.Show() |
---|
| 758 | break |
---|
| 759 | else: |
---|
| 760 | self.text2_4.Hide() |
---|
| 761 | |
---|
| 762 | boxsizer1.Add(sizer) |
---|
| 763 | |
---|
| 764 | self.sizer3.Add(boxsizer1,0, wx.EXPAND | wx.ALL, 10) |
---|
| 765 | self.sizer3.Layout() |
---|
| 766 | self.SetScrollbars(20,20,200,100) |
---|
| 767 | |
---|
| 768 | |
---|
| 769 | |
---|
| 770 | |
---|
| 771 | class HelpWindow(wx.Frame): |
---|
| 772 | def __init__(self, parent, id, title): |
---|
| 773 | wx.Frame.__init__(self, parent, id, title, size=(570, 400)) |
---|
| 774 | |
---|
| 775 | from sans.models.CylinderModel import CylinderModel |
---|
| 776 | model = CylinderModel() |
---|
[2d5f7a1] | 777 | |
---|
[c77d859] | 778 | from danse.common.plottools.plottables import Data1D |
---|
| 779 | data= Data1D(x=[1,2], y=[3,4], dy=[0.1, 0,1]) |
---|
| 780 | |
---|
[cfc0913] | 781 | from fitpanel import PageInfo |
---|
[c77d859] | 782 | myinfo = PageInfo(self, model, data=data ) |
---|
| 783 | |
---|
| 784 | ## add data |
---|
| 785 | |
---|
| 786 | from models import ModelList |
---|
| 787 | mylist= ModelList() |
---|
| 788 | |
---|
| 789 | from sans.models.SphereModel import SphereModel |
---|
| 790 | from sans.models.SquareWellStructure import SquareWellStructure |
---|
| 791 | from sans.models.DebyeModel import DebyeModel |
---|
| 792 | from sans.models.LineModel import LineModel |
---|
| 793 | name= "shapes" |
---|
| 794 | list1= [SphereModel] |
---|
| 795 | mylist.set_list( name, list1) |
---|
| 796 | |
---|
| 797 | name= "Shape-independent" |
---|
| 798 | list1= [DebyeModel] |
---|
| 799 | mylist.set_list( name, list1) |
---|
| 800 | |
---|
| 801 | name= "Structure Factors" |
---|
| 802 | list1= [SquareWellStructure] |
---|
| 803 | mylist.set_list( name, list1) |
---|
| 804 | |
---|
| 805 | name= "Added models" |
---|
| 806 | list1= [LineModel] |
---|
| 807 | mylist.set_list( name, list1) |
---|
| 808 | |
---|
| 809 | myinfo.model_list_box = mylist.get_list() |
---|
| 810 | |
---|
| 811 | self.page = FitPage(self, myinfo) |
---|
| 812 | |
---|
| 813 | |
---|
| 814 | |
---|
| 815 | self.Centre() |
---|
| 816 | self.Show(True) |
---|
| 817 | |
---|
| 818 | |
---|
| 819 | |
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| 820 | if __name__=="__main__": |
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| 821 | app = wx.App() |
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| 822 | HelpWindow(None, -1, 'HelpWindow') |
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| 823 | app.MainLoop() |
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| 824 | |
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