1 | """ |
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2 | FitPanel class contains fields allowing to fit models and data |
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3 | |
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4 | :note: For Fit to be performed the user should check at least one parameter |
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5 | on fit Panel window. |
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6 | |
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7 | """ |
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8 | import wx |
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9 | from wx.aui import AuiNotebook as nb |
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10 | |
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11 | from sas.sasgui.guiframe.panel_base import PanelBase |
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12 | from sas.sasgui.guiframe.events import PanelOnFocusEvent, StatusEvent |
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13 | from sas.sasgui.guiframe.dataFitting import check_data_validity |
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14 | from sas.sasgui.perspectives.fitting.simfitpage import SimultaneousFitPage |
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15 | |
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16 | import basepage |
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17 | import models |
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18 | _BOX_WIDTH = 80 |
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19 | |
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20 | |
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21 | class FitPanel(nb, PanelBase): |
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22 | """ |
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23 | FitPanel class contains fields allowing to fit models and data |
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24 | |
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25 | :note: For Fit to be performed the user should check at least one parameter |
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26 | on fit Panel window. |
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27 | |
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28 | """ |
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29 | # Internal name for the AUI manager |
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30 | window_name = "Fit panel" |
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31 | # Title to appear on top of the window |
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32 | window_caption = "Fit Panel " |
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33 | CENTER_PANE = True |
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34 | |
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35 | def __init__(self, parent, manager=None, *args, **kwargs): |
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36 | """ |
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37 | """ |
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38 | nb.__init__(self, parent, wx.ID_ANY, |
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39 | style=wx.aui.AUI_NB_WINDOWLIST_BUTTON | |
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40 | wx.aui.AUI_NB_DEFAULT_STYLE | |
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41 | wx.CLIP_CHILDREN) |
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42 | PanelBase.__init__(self, parent) |
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43 | # self.SetWindowStyleFlag(style=nb.FNB_FANCY_TABS) |
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44 | self._manager = manager |
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45 | self.parent = parent |
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46 | self.event_owner = None |
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47 | # dictionary of miodel {model class name, model class} |
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48 | self.menu_mng = models.ModelManager() |
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49 | self.model_list_box = self.menu_mng.get_model_list() |
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50 | # pageClosedEvent = nb.EVT_FLATNOTEBOOK_PAGE_CLOSING |
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51 | self.model_dictionary = self.menu_mng.get_model_dictionary() |
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52 | self.pageClosedEvent = wx.aui.EVT_AUINOTEBOOK_PAGE_CLOSE |
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53 | |
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54 | self.Bind(self.pageClosedEvent, self.on_close_page) |
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55 | # save the title of the last page tab added |
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56 | self.fit_page_name = {} |
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57 | # list of existing fit page |
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58 | self.opened_pages = {} |
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59 | # index of fit page |
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60 | self.fit_page_index = 0 |
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61 | # index of batch page |
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62 | self.batch_page_index = 0 |
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63 | # page of simultaneous fit |
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64 | self.sim_page = None |
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65 | self.batch_page = None |
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66 | # get the state of a page |
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67 | self.Bind(basepage.EVT_PAGE_INFO, self._onGetstate) |
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68 | self.Bind(basepage.EVT_PREVIOUS_STATE, self._onUndo) |
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69 | self.Bind(basepage.EVT_NEXT_STATE, self._onRedo) |
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70 | self.Bind(wx.aui.EVT_AUINOTEBOOK_PAGE_CHANGED, self.on_page_changing) |
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71 | self.Bind(wx.aui.EVT_AUINOTEBOOK_PAGE_CLOSED, self.on_closed) |
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72 | |
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73 | def on_closed(self, event): |
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74 | """ |
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75 | """ |
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76 | if self.GetPageCount() == 0: |
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77 | self.add_empty_page() |
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78 | self.enable_close_button() |
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79 | |
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80 | def save_project(self, doc=None): |
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81 | """ |
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82 | return an xml node containing state of the panel |
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83 | that guiframe can write to file |
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84 | """ |
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85 | # Iterate through all pages and check for batch fitting |
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86 | batch_state = None |
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87 | if self.sim_page is not None: |
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88 | batch_state = self.sim_page.set_state() |
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89 | |
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90 | for uid, page in self.opened_pages.iteritems(): |
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91 | data = page.get_data() |
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92 | # state must be cloned |
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93 | state = page.get_state().clone() |
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94 | # data_list only populated with real data |
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95 | # Fake object in data from page.get_data() if model is selected |
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96 | if len(page.data_list) is not 0 and page.model is not None: |
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97 | new_doc = self._manager.state_reader.write_toXML(data, |
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98 | state, |
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99 | batch_state) |
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100 | # Fit #2 through #n are append to first fit |
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101 | if doc is not None and hasattr(doc, "firstChild"): |
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102 | # Only append if properly formed new_doc |
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103 | if new_doc is not None and hasattr(new_doc, "firstChild"): |
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104 | child = new_doc.firstChild.firstChild |
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105 | doc.firstChild.appendChild(child) |
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106 | # First fit defines the main document |
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107 | else: |
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108 | doc = new_doc |
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109 | |
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110 | return doc |
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111 | |
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112 | def update_model_list(self): |
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113 | """ |
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114 | """ |
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115 | temp = self.menu_mng.update() |
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116 | if len(temp): |
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117 | self.model_list_box = temp |
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118 | return temp |
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119 | |
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120 | def reset_pmodel_list(self): |
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121 | """ |
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122 | """ |
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123 | temp = self.menu_mng.plugins_reset() |
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124 | if len(temp): |
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125 | self.model_list_box = temp |
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126 | return temp |
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127 | |
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128 | def get_page_by_id(self, uid): |
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129 | """ |
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130 | """ |
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131 | if uid not in self.opened_pages: |
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132 | msg = "Fitpanel cannot find ID: %s in self.opened_pages" % str(uid) |
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133 | raise ValueError, msg |
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134 | else: |
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135 | return self.opened_pages[uid] |
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136 | |
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137 | def on_page_changing(self, event): |
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138 | """ |
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139 | calls the function when the current event handler has exited. avoiding |
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140 | to call panel on focus on a panel that is currently deleted |
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141 | """ |
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142 | wx.CallAfter(self.helper_on_page_change) |
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143 | |
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144 | def helper_on_page_change(self): |
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145 | """ |
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146 | """ |
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147 | pos = self.GetSelection() |
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148 | if pos != -1: |
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149 | selected_page = self.GetPage(pos) |
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150 | wx.PostEvent(self._manager.parent, |
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151 | PanelOnFocusEvent(panel=selected_page)) |
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152 | self.enable_close_button() |
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153 | |
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154 | def on_set_focus(self, event): |
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155 | """ |
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156 | """ |
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157 | pos = self.GetSelection() |
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158 | if pos != -1: |
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159 | selected_page = self.GetPage(pos) |
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160 | wx.PostEvent(self._manager.parent, |
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161 | PanelOnFocusEvent(panel=selected_page)) |
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162 | |
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163 | def get_data(self): |
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164 | """ |
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165 | get the data in the current page |
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166 | """ |
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167 | pos = self.GetSelection() |
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168 | if pos != -1: |
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169 | selected_page = self.GetPage(pos) |
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170 | return selected_page.get_data() |
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171 | |
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172 | def set_model_state(self, state): |
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173 | """ |
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174 | receive a state to reset the model in the current page |
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175 | """ |
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176 | pos = self.GetSelection() |
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177 | if pos != -1: |
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178 | selected_page = self.GetPage(pos) |
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179 | selected_page.set_model_state(state) |
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180 | |
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181 | def get_state(self): |
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182 | """ |
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183 | return the state of the current selected page |
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184 | """ |
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185 | pos = self.GetSelection() |
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186 | if pos != -1: |
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187 | selected_page = self.GetPage(pos) |
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188 | return selected_page.get_state() |
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189 | |
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190 | def close_all(self): |
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191 | """ |
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192 | remove all pages, used when a svs file is opened |
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193 | """ |
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194 | |
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195 | # use while-loop, for-loop will not do the job well. |
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196 | while (self.GetPageCount() > 0): |
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197 | page = self.GetPage(self.GetPageCount() - 1) |
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198 | if self._manager.parent.panel_on_focus == page: |
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199 | self._manager.parent.panel_on_focus = None |
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200 | self._close_helper(selected_page=page) |
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201 | self.DeletePage(self.GetPageCount() - 1) |
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202 | # Clear list of names |
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203 | self.fit_page_name = {} |
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204 | # Clear list of opened pages |
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205 | self.opened_pages = {} |
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206 | self.fit_page_index = 0 |
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207 | self.batch_page_index = 0 |
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208 | |
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209 | def set_state(self, state): |
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210 | """ |
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211 | Restore state of the panel |
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212 | """ |
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213 | page_is_opened = False |
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214 | if state is not None: |
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215 | for uid, panel in self.opened_pages.iteritems(): |
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216 | # Don't return any panel is the exact same page is created |
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217 | if uid == panel.uid and panel.data == state.data: |
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218 | # the page is still opened |
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219 | panel.reset_page(state=state) |
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220 | panel.save_current_state() |
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221 | page_is_opened = True |
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222 | if not page_is_opened: |
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223 | if state.data.__class__.__name__ != 'list': |
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224 | # To support older state file format |
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225 | list_data = [state.data] |
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226 | else: |
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227 | # Todo: need new file format for the list |
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228 | list_data = state.data |
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229 | panel = self._manager.add_fit_page(data=list_data) |
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230 | # add data associated to the page created |
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231 | if panel is not None: |
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232 | self._manager.store_data(uid=panel.uid, |
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233 | data_list=list_data, |
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234 | caption=panel.window_caption) |
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235 | panel.reset_page(state=state) |
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236 | panel.save_current_state() |
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237 | |
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238 | def clear_panel(self): |
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239 | """ |
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240 | Clear and close all panels, used by guimanager |
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241 | """ |
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242 | # close all panels only when svs file opened |
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243 | self.close_all() |
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244 | self.sim_page = None |
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245 | self.batch_page = None |
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246 | |
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247 | def on_close_page(self, event=None): |
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248 | """ |
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249 | close page and remove all references to the closed page |
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250 | """ |
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251 | selected_page = self.GetPage(self.GetSelection()) |
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252 | if self.GetPageCount() == 1: |
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253 | if selected_page.get_data() is not None: |
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254 | if event is not None: |
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255 | event.Veto() |
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256 | return |
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257 | self._close_helper(selected_page=selected_page) |
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258 | |
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259 | def close_page_with_data(self, deleted_data): |
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260 | """ |
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261 | close a fit page when its data is completely remove from the graph |
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262 | """ |
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263 | if deleted_data is None: |
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264 | return |
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265 | for index in range(self.GetPageCount()): |
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266 | selected_page = self.GetPage(index) |
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267 | if hasattr(selected_page, "get_data"): |
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268 | data = selected_page.get_data() |
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269 | |
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270 | if data is None: |
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271 | # the fitpanel exists and only the initial fit page is open |
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272 | # with no selected data |
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273 | return |
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274 | if data.id == deleted_data.id: |
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275 | self._close_helper(selected_page) |
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276 | self.DeletePage(index) |
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277 | break |
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278 | |
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279 | def set_manager(self, manager): |
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280 | """ |
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281 | set panel manager |
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282 | |
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283 | :param manager: instance of plugin fitting |
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284 | """ |
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285 | self._manager = manager |
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286 | for pos in range(self.GetPageCount()): |
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287 | page = self.GetPage(pos) |
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288 | if page is not None: |
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289 | page.set_manager(self._manager) |
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290 | |
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291 | def set_model_list(self, dict): |
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292 | """ |
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293 | copy a dictionary of model into its own dictionary |
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294 | |
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295 | :param dict: dictionnary made of model name as key and model class |
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296 | as value |
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297 | """ |
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298 | self.model_list_box = dict |
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299 | |
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300 | def set_model_dict(self, m_dict): |
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301 | """ |
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302 | copy a dictionary of model name -> model object |
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303 | |
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304 | :param m_dict: dictionary linking model name -> model object |
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305 | """ |
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306 | |
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307 | def get_current_page(self): |
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308 | """ |
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309 | :return: the current page selected |
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310 | |
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311 | """ |
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312 | return self.GetPage(self.GetSelection()) |
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313 | |
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314 | def add_sim_page(self, caption="Const & Simul Fit"): |
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315 | """ |
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316 | Add the simultaneous fit page |
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317 | """ |
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318 | from simfitpage import SimultaneousFitPage |
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319 | page_finder = self._manager.get_page_finder() |
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320 | if caption == "Const & Simul Fit": |
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321 | self.sim_page = SimultaneousFitPage(self, page_finder=page_finder, |
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322 | id=wx.ID_ANY, batch_on=False) |
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323 | self.sim_page.window_caption = caption |
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324 | self.sim_page.window_name = caption |
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325 | self.sim_page.uid = wx.NewId() |
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326 | self.AddPage(self.sim_page, caption, True) |
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327 | self.sim_page.set_manager(self._manager) |
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328 | self.enable_close_button() |
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329 | return self.sim_page |
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330 | else: |
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331 | self.batch_page = SimultaneousFitPage(self, batch_on=True, |
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332 | page_finder=page_finder) |
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333 | self.batch_page.window_caption = caption |
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334 | self.batch_page.window_name = caption |
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335 | self.batch_page.uid = wx.NewId() |
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336 | self.AddPage(self.batch_page, caption, True) |
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337 | self.batch_page.set_manager(self._manager) |
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338 | self.enable_close_button() |
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339 | return self.batch_page |
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340 | |
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341 | def add_empty_page(self): |
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342 | """ |
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343 | add an empty page |
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344 | """ |
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345 | if self.batch_on: |
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346 | from batchfitpage import BatchFitPage |
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347 | panel = BatchFitPage(parent=self) |
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348 | self.batch_page_index += 1 |
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349 | caption = "BatchPage" + str(self.batch_page_index) |
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350 | panel.set_index_model(self.batch_page_index) |
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351 | else: |
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352 | # Increment index of fit page |
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353 | from fitpage import FitPage |
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354 | panel = FitPage(parent=self) |
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355 | self.fit_page_index += 1 |
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356 | caption = "FitPage" + str(self.fit_page_index) |
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357 | panel.set_index_model(self.fit_page_index) |
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358 | panel.batch_on = self.batch_on |
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359 | panel._set_save_flag(not panel.batch_on) |
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360 | panel.set_model_dictionary(self.model_dictionary) |
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361 | panel.populate_box(model_dict=self.model_list_box) |
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362 | panel.formfactor_combo_init() |
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363 | panel.set_manager(self._manager) |
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364 | panel.window_caption = caption |
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365 | panel.window_name = caption |
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366 | self.AddPage(panel, caption, select=True) |
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367 | self.opened_pages[panel.uid] = panel |
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368 | self._manager.create_fit_problem(panel.uid) |
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369 | self._manager.page_finder[panel.uid].add_data(panel.get_data()) |
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370 | self.enable_close_button() |
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371 | panel.on_set_focus(None) |
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372 | return panel |
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373 | |
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374 | def enable_close_button(self): |
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375 | """ |
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376 | display the close button on tab for more than 1 tabs else remove the |
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377 | close button |
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378 | """ |
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379 | if self.GetPageCount() <= 1: |
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380 | style = self.GetWindowStyleFlag() |
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381 | flag = wx.aui.AUI_NB_CLOSE_ON_ACTIVE_TAB |
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382 | if style & wx.aui.AUI_NB_CLOSE_ON_ACTIVE_TAB == flag: |
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383 | style = style & ~wx.aui.AUI_NB_CLOSE_ON_ACTIVE_TAB |
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384 | self.SetWindowStyle(style) |
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385 | else: |
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386 | style = self.GetWindowStyleFlag() |
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387 | flag = wx.aui.AUI_NB_CLOSE_ON_ACTIVE_TAB |
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388 | if style & wx.aui.AUI_NB_CLOSE_ON_ACTIVE_TAB != flag: |
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389 | style |= wx.aui.AUI_NB_CLOSE_ON_ACTIVE_TAB |
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390 | self.SetWindowStyle(style) |
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391 | |
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392 | def delete_data(self, data): |
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393 | """ |
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394 | Delete the given data |
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395 | """ |
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396 | if data.__class__.__name__ != "list": |
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397 | raise ValueError, "Fitpanel delete_data expect list of id" |
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398 | else: |
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399 | for page in self.opened_pages.values(): |
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400 | pos = self.GetPageIndex(page) |
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401 | temp_data = page.get_data() |
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402 | if temp_data is not None and temp_data.id in data: |
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403 | self.close_page_with_data(temp_data) |
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404 | if self.sim_page is not None: |
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405 | if len(self.sim_page.model_list) == 0: |
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406 | pos = self.GetPageIndex(self.sim_page) |
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407 | self.SetSelection(pos) |
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408 | self.on_close_page(event=None) |
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409 | temp = self.GetSelection() |
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410 | self.DeletePage(pos) |
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411 | self.sim_page = None |
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412 | self.batch_on = False |
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413 | if self.GetPageCount() == 0: |
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414 | self._manager.on_add_new_page(event=None) |
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415 | |
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416 | def set_data_on_batch_mode(self, data_list): |
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417 | """ |
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418 | Add all data to a single tab when the application is on Batch mode. |
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419 | However all data in the set of data must be either 1D or 2D type. |
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420 | This method presents option to select the data type before creating a |
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421 | tab. |
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422 | """ |
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423 | data_1d_list = [] |
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424 | data_2d_list = [] |
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425 | group_id_1d = wx.NewId() |
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426 | # separate data into data1d and data2d list |
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427 | for data in data_list: |
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428 | if data.__class__.__name__ == "Data1D": |
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429 | data.group_id = group_id_1d |
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430 | data_1d_list.append(data) |
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431 | if data.__class__.__name__ == "Data2D": |
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432 | data.group_id = wx.NewId() |
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433 | data_2d_list.append(data) |
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434 | page = None |
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435 | for p in self.opened_pages.values(): |
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436 | # check if there is an empty page to fill up |
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437 | if not check_data_validity(p.get_data()) and p.batch_on: |
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438 | |
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439 | # make sure data get placed in 1D empty tab if data is 1D |
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440 | # else data get place on 2D tab empty tab |
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441 | enable2D = p.get_view_mode() |
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442 | if (data.__class__.__name__ == "Data2D" and enable2D)\ |
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443 | or (data.__class__.__name__ == "Data1D" and not enable2D): |
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444 | page = p |
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445 | break |
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446 | if data_1d_list and data_2d_list: |
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447 | # need to warning the user that this batch is a special case |
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448 | from sas.sasgui.perspectives.fitting.fitting_widgets import \ |
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449 | BatchDataDialog |
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450 | dlg = BatchDataDialog(self) |
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451 | if dlg.ShowModal() == wx.ID_OK: |
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452 | data_type = dlg.get_data() |
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453 | dlg.Destroy() |
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454 | if page is None: |
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455 | page = self.add_empty_page() |
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456 | if data_type == 1: |
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457 | # user has selected only data1D |
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458 | page.fill_data_combobox(data_1d_list) |
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459 | elif data_type == 2: |
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460 | page.fill_data_combobox(data_2d_list) |
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461 | else: |
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462 | # the batch analysis is canceled |
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463 | dlg.Destroy() |
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464 | return None |
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465 | else: |
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466 | if page is None: |
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467 | page = self.add_empty_page() |
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468 | if data_1d_list and not data_2d_list: |
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469 | # only on type of data |
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470 | page.fill_data_combobox(data_1d_list) |
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471 | elif not data_1d_list and data_2d_list: |
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472 | page.fill_data_combobox(data_2d_list) |
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473 | |
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474 | pos = self.GetPageIndex(page) |
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475 | page.batch_on = self.batch_on |
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476 | page._set_save_flag(not page.batch_on) |
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477 | self.SetSelection(pos) |
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478 | self.opened_pages[page.uid] = page |
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479 | return page |
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480 | |
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481 | def set_data(self, data_list): |
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482 | """ |
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483 | Add a fitting page on the notebook contained by fitpanel |
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484 | |
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485 | :param data_list: data to fit |
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486 | |
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487 | :return panel : page just added for further used. |
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488 | is used by fitting module |
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489 | |
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490 | """ |
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491 | if not data_list: |
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492 | return None |
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493 | if self.batch_on: |
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494 | return self.set_data_on_batch_mode(data_list) |
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495 | else: |
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496 | data = None |
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497 | try: |
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498 | data = data_list[0] |
---|
499 | except Exception: |
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500 | # for 'fitv' files |
---|
501 | data_list = [data] |
---|
502 | data = data_list[0] |
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503 | |
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504 | if data is None: |
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505 | return None |
---|
506 | for page in self.opened_pages.values(): |
---|
507 | # check if the selected data existing in the fitpanel |
---|
508 | pos = self.GetPageIndex(page) |
---|
509 | if not check_data_validity(page.get_data()) and not page.batch_on: |
---|
510 | # make sure data get placed in 1D empty tab if data is 1D |
---|
511 | # else data get place on 2D tab empty tab |
---|
512 | enable2D = page.get_view_mode() |
---|
513 | if (data.__class__.__name__ == "Data2D" and enable2D)\ |
---|
514 | or (data.__class__.__name__ == "Data1D" and not enable2D): |
---|
515 | page.batch_on = self.batch_on |
---|
516 | page._set_save_flag(not page.batch_on) |
---|
517 | page.fill_data_combobox(data_list) |
---|
518 | # caption = "FitPage" + str(self.fit_page_index) |
---|
519 | self.SetPageText(pos, page.window_caption) |
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520 | self.SetSelection(pos) |
---|
521 | return page |
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522 | # create new page and add data |
---|
523 | page = self.add_empty_page() |
---|
524 | pos = self.GetPageIndex(page) |
---|
525 | page.fill_data_combobox(data_list) |
---|
526 | self.opened_pages[page.uid] = page |
---|
527 | self.SetSelection(pos) |
---|
528 | return page |
---|
529 | |
---|
530 | def _onGetstate(self, event): |
---|
531 | """ |
---|
532 | copy the state of a page |
---|
533 | """ |
---|
534 | page = event.page |
---|
535 | if page.uid in self.fit_page_name: |
---|
536 | self.fit_page_name[page.uid].appendItem(page.createMemento()) |
---|
537 | |
---|
538 | def _onUndo(self, event): |
---|
539 | """ |
---|
540 | return the previous state of a given page is available |
---|
541 | """ |
---|
542 | page = event.page |
---|
543 | if page.uid in self.fit_page_name: |
---|
544 | if self.fit_page_name[page.uid].getCurrentPosition() == 0: |
---|
545 | state = None |
---|
546 | else: |
---|
547 | state = self.fit_page_name[page.uid].getPreviousItem() |
---|
548 | page._redo.Enable(True) |
---|
549 | page.reset_page(state) |
---|
550 | |
---|
551 | def _onRedo(self, event): |
---|
552 | """ |
---|
553 | return the next state available |
---|
554 | """ |
---|
555 | page = event.page |
---|
556 | if page.uid in self.fit_page_name: |
---|
557 | length = len(self.fit_page_name[page.uid]) |
---|
558 | if self.fit_page_name[page.uid].getCurrentPosition() == length - 1: |
---|
559 | state = None |
---|
560 | page._redo.Enable(False) |
---|
561 | page._redo.Enable(True) |
---|
562 | else: |
---|
563 | state = self.fit_page_name[page.uid].getNextItem() |
---|
564 | page.reset_page(state) |
---|
565 | |
---|
566 | def _close_helper(self, selected_page): |
---|
567 | """ |
---|
568 | Delete the given page from the notebook |
---|
569 | """ |
---|
570 | # remove hint page |
---|
571 | # if selected_page == self.hint_page: |
---|
572 | # return |
---|
573 | # removing sim_page |
---|
574 | if selected_page == self.sim_page: |
---|
575 | self._manager.sim_page = None |
---|
576 | return |
---|
577 | if selected_page == self.batch_page: |
---|
578 | self._manager.batch_page = None |
---|
579 | return |
---|
580 | # closing other pages |
---|
581 | state = selected_page.createMemento() |
---|
582 | page_finder = self._manager.get_page_finder() |
---|
583 | # removing fit page |
---|
584 | data = selected_page.get_data() |
---|
585 | # Don' t remove plot for 2D |
---|
586 | flag = True |
---|
587 | if data.__class__.__name__ == 'Data2D': |
---|
588 | flag = False |
---|
589 | if selected_page in page_finder: |
---|
590 | # Delete the name of the page into the list of open page |
---|
591 | for uid, list in self.opened_pages.iteritems(): |
---|
592 | # Don't return any panel is the exact same page is created |
---|
593 | if flag and selected_page.uid == uid: |
---|
594 | self._manager.remove_plot(uid, theory=False) |
---|
595 | break |
---|
596 | del page_finder[selected_page] |
---|
597 | |
---|
598 | # Delete the name of the page into the list of open page |
---|
599 | for uid, list in self.opened_pages.iteritems(): |
---|
600 | # Don't return any panel is the exact same page is created |
---|
601 | if selected_page.uid == uid: |
---|
602 | del self.opened_pages[selected_page.uid] |
---|
603 | break |
---|
604 | # remove the check box link to the model name of the selected_page |
---|
605 | try: |
---|
606 | self.sim_page.draw_page() |
---|
607 | except: |
---|
608 | # that page is already deleted no need to remove check box on |
---|
609 | # non existing page |
---|
610 | pass |
---|
611 | try: |
---|
612 | self.batch_page.draw_page() |
---|
613 | except: |
---|
614 | # that page is already deleted no need to remove check box on |
---|
615 | # non existing page |
---|
616 | pass |
---|