1 | """ |
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2 | Sector interactor |
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3 | """ |
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4 | import numpy |
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5 | import logging |
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6 | |
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7 | from sas.qtgui.Plotting.Slicers.BaseInteractor import BaseInteractor |
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8 | from sas.qtgui.Plotting.PlotterData import Data1D |
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9 | import sas.qtgui.Utilities.GuiUtils as GuiUtils |
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10 | from sas.qtgui.Plotting.SlicerModel import SlicerModel |
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11 | |
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12 | MIN_PHI = 0.05 |
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13 | |
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14 | class SectorInteractor(BaseInteractor, SlicerModel): |
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15 | """ |
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16 | Draw a sector slicer.Allow to performQ averaging on data 2D |
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17 | """ |
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18 | def __init__(self, base, axes, item=None, color='black', zorder=3): |
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19 | |
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20 | BaseInteractor.__init__(self, base, axes, color=color) |
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21 | SlicerModel.__init__(self) |
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22 | # Class initialization |
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23 | self.markers = [] |
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24 | self.axes = axes |
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25 | self._item = item |
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26 | # Connect the plot to event |
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27 | self.connect = self.base.connect |
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28 | |
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29 | # Compute qmax limit to reset the graph |
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30 | x = numpy.power(max(self.base.data.xmax, |
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31 | numpy.fabs(self.base.data.xmin)), 2) |
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32 | y = numpy.power(max(self.base.data.ymax, |
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33 | numpy.fabs(self.base.data.ymin)), 2) |
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34 | self.qmax = numpy.sqrt(x + y) |
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35 | # Number of points on the plot |
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36 | self.nbins = 20 |
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37 | # Angle of the middle line |
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38 | self.theta2 = numpy.pi / 3 |
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39 | # Absolute value of the Angle between the middle line and any side line |
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40 | self.phi = numpy.pi / 12 |
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41 | # Middle line |
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42 | self.main_line = LineInteractor(self, self.axes, color='blue', |
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43 | zorder=zorder, r=self.qmax, |
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44 | theta=self.theta2) |
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45 | self.main_line.qmax = self.qmax |
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46 | # Right Side line |
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47 | self.right_line = SideInteractor(self, self.axes, color='black', |
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48 | zorder=zorder, r=self.qmax, |
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49 | phi=-1 * self.phi, theta2=self.theta2) |
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50 | self.right_line.qmax = self.qmax |
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51 | # Left Side line |
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52 | self.left_line = SideInteractor(self, self.axes, color='black', |
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53 | zorder=zorder, r=self.qmax, |
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54 | phi=self.phi, theta2=self.theta2) |
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55 | self.left_line.qmax = self.qmax |
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56 | # draw the sector |
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57 | self.update() |
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58 | self._post_data() |
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59 | self.setModelFromParams() |
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60 | |
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61 | def set_layer(self, n): |
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62 | """ |
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63 | Allow adding plot to the same panel |
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64 | :param n: the number of layer |
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65 | """ |
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66 | self.layernum = n |
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67 | self.update() |
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68 | |
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69 | def clear(self): |
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70 | """ |
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71 | Clear the slicer and all connected events related to this slicer |
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72 | """ |
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73 | self.clear_markers() |
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74 | self.main_line.clear() |
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75 | self.left_line.clear() |
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76 | self.right_line.clear() |
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77 | self.base.connect.clearall() |
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78 | |
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79 | def update(self): |
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80 | """ |
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81 | Respond to changes in the model by recalculating the profiles and |
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82 | resetting the widgets. |
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83 | """ |
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84 | # Update locations |
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85 | # Check if the middle line was dragged and |
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86 | # update the picture accordingly |
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87 | if self.main_line.has_move: |
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88 | self.main_line.update() |
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89 | self.right_line.update(delta=-self.left_line.phi / 2, |
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90 | mline=self.main_line.theta) |
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91 | self.left_line.update(delta=self.left_line.phi / 2, |
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92 | mline=self.main_line.theta) |
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93 | # Check if the left side has moved and update the slicer accordingly |
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94 | if self.left_line.has_move: |
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95 | self.main_line.update() |
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96 | self.left_line.update(phi=None, delta=None, mline=self.main_line, |
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97 | side=True, left=True) |
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98 | self.right_line.update(phi=self.left_line.phi, delta=None, |
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99 | mline=self.main_line, side=True, |
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100 | left=False, right=True) |
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101 | # Check if the right side line has moved and update the slicer accordingly |
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102 | if self.right_line.has_move: |
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103 | self.main_line.update() |
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104 | self.right_line.update(phi=None, delta=None, mline=self.main_line, |
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105 | side=True, left=False, right=True) |
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106 | self.left_line.update(phi=self.right_line.phi, delta=None, |
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107 | mline=self.main_line, side=True, left=False) |
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108 | |
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109 | def save(self, ev): |
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110 | """ |
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111 | Remember the roughness for this layer and the next so that we |
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112 | can restore on Esc. |
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113 | """ |
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114 | self.main_line.save(ev) |
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115 | self.right_line.save(ev) |
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116 | self.left_line.save(ev) |
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117 | |
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118 | def _post_data(self, nbins=None): |
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119 | """ |
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120 | compute sector averaging of data2D into data1D |
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121 | :param nbins: the number of point to plot for the average 1D data |
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122 | """ |
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123 | # Get the data2D to average |
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124 | data = self.base.data |
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125 | # If we have no data, just return |
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126 | if data is None: |
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127 | return |
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128 | # Averaging |
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129 | from sas.sascalc.dataloader.manipulations import SectorQ |
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130 | radius = self.qmax |
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131 | phimin = -self.left_line.phi + self.main_line.theta |
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132 | phimax = self.left_line.phi + self.main_line.theta |
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133 | if nbins is None: |
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134 | nbins = 20 |
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135 | sect = SectorQ(r_min=0.0, r_max=radius, |
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136 | phi_min=phimin + numpy.pi, |
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137 | phi_max=phimax + numpy.pi, nbins=nbins) |
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138 | |
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139 | sector = sect(self.base.data) |
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140 | # Create 1D data resulting from average |
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141 | |
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142 | if hasattr(sector, "dxl"): |
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143 | dxl = sector.dxl |
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144 | else: |
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145 | dxl = None |
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146 | if hasattr(sector, "dxw"): |
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147 | dxw = sector.dxw |
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148 | else: |
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149 | dxw = None |
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150 | new_plot = Data1D(x=sector.x, y=sector.y, dy=sector.dy, dx=sector.dx) |
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151 | new_plot.dxl = dxl |
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152 | new_plot.dxw = dxw |
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153 | new_plot.name = "SectorQ" + "(" + self.base.data.name + ")" |
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154 | new_plot.title = "SectorQ" + "(" + self.base.data.name + ")" |
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155 | new_plot.source = self.base.data.source |
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156 | new_plot.interactive = True |
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157 | new_plot.detector = self.base.data.detector |
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158 | # If the data file does not tell us what the axes are, just assume them. |
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159 | new_plot.xaxis("\\rm{Q}", "A^{-1}") |
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160 | new_plot.yaxis("\\rm{Intensity}", "cm^{-1}") |
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161 | if hasattr(data, "scale") and data.scale == 'linear' and \ |
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162 | self.base.data.name.count("Residuals") > 0: |
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163 | new_plot.ytransform = 'y' |
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164 | new_plot.yaxis("\\rm{Residuals} ", "/") |
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165 | |
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166 | new_plot.group_id = "2daverage" + self.base.data.name |
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167 | new_plot.id = "SectorQ" + self.base.data.name |
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168 | new_plot.is_data = True |
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169 | item = self._item |
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170 | if self._item.parent() is not None: |
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171 | item = self._item.parent() |
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172 | GuiUtils.updateModelItemWithPlot(item, new_plot, new_plot.id) |
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173 | |
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174 | self.base.manager.communicator.plotUpdateSignal.emit([new_plot]) |
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175 | self.base.manager.communicator.forcePlotDisplaySignal.emit([item, new_plot]) |
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176 | |
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177 | if self.update_model: |
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178 | self.setModelFromParams() |
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179 | self.draw() |
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180 | |
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181 | def validate(self, param_name, param_value): |
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182 | """ |
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183 | Test the proposed new value "value" for row "row" of parameters |
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184 | """ |
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185 | MIN_DIFFERENCE = 0.01 |
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186 | isValid = True |
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187 | |
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188 | if param_name == 'Delta_Phi [deg]': |
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189 | # First, check the closeness |
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190 | if numpy.fabs(param_value) < MIN_DIFFERENCE: |
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191 | print("Sector angles too close. Please adjust.") |
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192 | isValid = False |
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193 | elif param_name == 'nbins': |
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194 | # Can't be 0 |
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195 | if param_value < 1: |
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196 | print("Number of bins cannot be less than or equal to 0. Please adjust.") |
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197 | isValid = False |
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198 | return isValid |
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199 | |
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200 | def moveend(self, ev): |
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201 | """ |
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202 | Called a dragging motion ends.Get slicer event |
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203 | """ |
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204 | # Post parameters |
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205 | self._post_data(self.nbins) |
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206 | |
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207 | def restore(self): |
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208 | """ |
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209 | Restore the roughness for this layer. |
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210 | """ |
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211 | self.main_line.restore() |
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212 | self.left_line.restore() |
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213 | self.right_line.restore() |
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214 | |
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215 | def move(self, x, y, ev): |
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216 | """ |
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217 | Process move to a new position, making sure that the move is allowed. |
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218 | """ |
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219 | pass |
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220 | |
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221 | def set_cursor(self, x, y): |
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222 | pass |
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223 | |
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224 | def getParams(self): |
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225 | """ |
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226 | Store a copy of values of parameters of the slicer into a dictionary. |
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227 | :return params: the dictionary created |
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228 | """ |
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229 | params = {} |
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230 | # Always make sure that the left and the right line are at phi |
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231 | # angle of the middle line |
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232 | if numpy.fabs(self.left_line.phi) != numpy.fabs(self.right_line.phi): |
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233 | msg = "Phi left and phi right are different" |
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234 | msg += " %f, %f" % (self.left_line.phi, self.right_line.phi) |
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235 | raise ValueError(msg) |
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236 | params["Phi [deg]"] = self.main_line.theta * 180 / numpy.pi |
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237 | params["Delta_Phi [deg]"] = numpy.fabs(self.left_line.phi * 180 / numpy.pi) |
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238 | params["nbins"] = self.nbins |
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239 | return params |
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240 | |
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241 | def setParams(self, params): |
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242 | """ |
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243 | Receive a dictionary and reset the slicer with values contained |
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244 | in the values of the dictionary. |
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245 | |
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246 | :param params: a dictionary containing name of slicer parameters and |
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247 | values the user assigned to the slicer. |
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248 | """ |
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249 | main = params["Phi [deg]"] * numpy.pi / 180 |
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250 | phi = numpy.fabs(params["Delta_Phi [deg]"] * numpy.pi / 180) |
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251 | |
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252 | # phi should not be too close. |
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253 | if numpy.fabs(phi) < MIN_PHI: |
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254 | phi = MIN_PHI |
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255 | params["Delta_Phi [deg]"] = MIN_PHI |
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256 | |
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257 | self.nbins = int(params["nbins"]) |
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258 | self.main_line.theta = main |
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259 | # Reset the slicer parameters |
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260 | self.main_line.update() |
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261 | self.right_line.update(phi=phi, delta=None, mline=self.main_line, |
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262 | side=True, right=True) |
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263 | self.left_line.update(phi=phi, delta=None, |
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264 | mline=self.main_line, side=True) |
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265 | # Post the new corresponding data |
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266 | self._post_data(nbins=self.nbins) |
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267 | |
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268 | def draw(self): |
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269 | """ |
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270 | Redraw canvas |
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271 | """ |
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272 | self.base.draw() |
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273 | |
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274 | |
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275 | class SideInteractor(BaseInteractor): |
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276 | """ |
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277 | Draw an oblique line |
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278 | |
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279 | :param phi: the phase between the middle line and one side line |
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280 | :param theta2: the angle between the middle line and x- axis |
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281 | |
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282 | """ |
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283 | def __init__(self, base, axes, color='black', zorder=5, r=1.0, |
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284 | phi=numpy.pi / 4, theta2=numpy.pi / 3): |
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285 | BaseInteractor.__init__(self, base, axes, color=color) |
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286 | # Initialize the class |
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287 | self.markers = [] |
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288 | self.axes = axes |
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289 | self.color = color |
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290 | # compute the value of the angle between the current line and |
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291 | # the x-axis |
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292 | self.save_theta = theta2 + phi |
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293 | self.theta = theta2 + phi |
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294 | # the value of the middle line angle with respect to the x-axis |
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295 | self.theta2 = theta2 |
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296 | # Radius to find polar coordinates this line's endpoints |
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297 | self.radius = r |
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298 | # phi is the phase between the current line and the middle line |
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299 | self.phi = phi |
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300 | # End points polar coordinates |
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301 | x1 = self.radius * numpy.cos(self.theta) |
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302 | y1 = self.radius * numpy.sin(self.theta) |
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303 | x2 = -1 * self.radius * numpy.cos(self.theta) |
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304 | y2 = -1 * self.radius * numpy.sin(self.theta) |
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305 | # Defining a new marker |
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306 | self.inner_marker = self.axes.plot([x1 / 2.5], [y1 / 2.5], linestyle='', |
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307 | marker='s', markersize=10, |
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308 | color=self.color, alpha=0.6, |
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309 | pickradius=5, label="pick", |
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310 | zorder=zorder, visible=True)[0] |
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311 | |
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312 | # Defining the current line |
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313 | self.line = self.axes.plot([x1, x2], [y1, y2], |
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314 | linestyle='-', marker='', |
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315 | color=self.color, visible=True)[0] |
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316 | # Flag to differentiate the left line from the right line motion |
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317 | self.left_moving = False |
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318 | # Flag to define a motion |
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319 | self.has_move = False |
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320 | # connecting markers and draw the picture |
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321 | self.connect_markers([self.inner_marker, self.line]) |
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322 | |
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323 | def set_layer(self, n): |
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324 | """ |
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325 | Allow adding plot to the same panel |
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326 | :param n: the number of layer |
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327 | """ |
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328 | self.layernum = n |
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329 | self.update() |
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330 | |
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331 | def clear(self): |
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332 | """ |
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333 | Clear the slicer and all connected events related to this slicer |
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334 | """ |
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335 | self.clear_markers() |
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336 | try: |
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337 | self.line.remove() |
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338 | self.inner_marker.remove() |
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339 | except: |
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340 | # Old version of matplotlib |
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341 | for item in range(len(self.axes.lines)): |
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342 | del self.axes.lines[0] |
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343 | |
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344 | def update(self, phi=None, delta=None, mline=None, |
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345 | side=False, left=False, right=False): |
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346 | """ |
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347 | Draw oblique line |
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348 | |
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349 | :param phi: the phase between the middle line and the current line |
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350 | :param delta: phi/2 applied only when the mline was moved |
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351 | |
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352 | """ |
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353 | self.left_moving = left |
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354 | theta3 = 0 |
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355 | if phi is not None: |
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356 | self.phi = phi |
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357 | if delta is None: |
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358 | delta = 0 |
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359 | if right: |
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360 | self.phi = -1 * numpy.fabs(self.phi) |
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361 | #delta=-delta |
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362 | else: |
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363 | self.phi = numpy.fabs(self.phi) |
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364 | if side: |
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365 | self.theta = mline.theta + self.phi |
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366 | |
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367 | if mline is not None: |
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368 | if delta != 0: |
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369 | self.theta2 = mline + delta |
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370 | else: |
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371 | self.theta2 = mline.theta |
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372 | if delta == 0: |
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373 | theta3 = self.theta + delta |
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374 | else: |
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375 | theta3 = self.theta2 + delta |
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376 | x1 = self.radius * numpy.cos(theta3) |
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377 | y1 = self.radius * numpy.sin(theta3) |
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378 | x2 = -1 * self.radius * numpy.cos(theta3) |
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379 | y2 = -1 * self.radius * numpy.sin(theta3) |
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380 | self.inner_marker.set(xdata=[x1 / 2.5], ydata=[y1 / 2.5]) |
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381 | self.line.set(xdata=[x1, x2], ydata=[y1, y2]) |
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382 | |
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383 | def save(self, ev): |
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384 | """ |
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385 | Remember the roughness for this layer and the next so that we |
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386 | can restore on Esc. |
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387 | """ |
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388 | self.save_theta = self.theta |
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389 | |
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390 | def moveend(self, ev): |
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391 | self.has_move = False |
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392 | self.base.moveend(ev) |
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393 | |
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394 | def restore(self): |
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395 | """ |
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396 | Restore the roughness for this layer. |
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397 | """ |
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398 | self.theta = self.save_theta |
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399 | |
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400 | def move(self, x, y, ev): |
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401 | """ |
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402 | Process move to a new position, making sure that the move is allowed. |
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403 | """ |
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404 | self.theta = numpy.arctan2(y, x) |
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405 | self.has_move = True |
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406 | if not self.left_moving: |
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407 | if self.theta2 - self.theta <= 0 and self.theta2 > 0: |
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408 | self.restore() |
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409 | return |
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410 | elif self.theta2 < 0 and self.theta < 0 and \ |
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411 | self.theta - self.theta2 >= 0: |
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412 | self.restore() |
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413 | return |
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414 | elif self.theta2 < 0 and self.theta > 0 and \ |
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415 | (self.theta2 + 2 * numpy.pi - self.theta) >= numpy.pi / 2: |
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416 | self.restore() |
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417 | return |
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418 | elif self.theta2 < 0 and self.theta < 0 and \ |
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419 | (self.theta2 - self.theta) >= numpy.pi / 2: |
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420 | self.restore() |
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421 | return |
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422 | elif self.theta2 > 0 and (self.theta2 - self.theta >= numpy.pi / 2 or \ |
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423 | (self.theta2 - self.theta >= numpy.pi / 2)): |
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424 | self.restore() |
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425 | return |
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426 | else: |
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427 | if self.theta < 0 and (self.theta + numpy.pi * 2 - self.theta2) <= 0: |
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428 | self.restore() |
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429 | return |
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430 | elif self.theta2 < 0 and (self.theta - self.theta2) <= 0: |
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431 | self.restore() |
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432 | return |
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433 | elif self.theta > 0 and self.theta - self.theta2 <= 0: |
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434 | self.restore() |
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435 | return |
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436 | elif self.theta - self.theta2 >= numpy.pi / 2 or \ |
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437 | ((self.theta + numpy.pi * 2 - self.theta2) >= numpy.pi / 2 and \ |
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438 | self.theta < 0 and self.theta2 > 0): |
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439 | self.restore() |
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440 | return |
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441 | |
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442 | self.phi = numpy.fabs(self.theta2 - self.theta) |
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443 | if self.phi > numpy.pi: |
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444 | self.phi = 2 * numpy.pi - numpy.fabs(self.theta2 - self.theta) |
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445 | #self.base.base.update() |
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446 | self.base.update() |
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447 | |
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448 | def set_cursor(self, x, y): |
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449 | self.move(x, y, None) |
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450 | self.update() |
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451 | |
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452 | def getParams(self): |
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453 | params = {} |
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454 | params["radius"] = self.radius |
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455 | params["theta"] = self.theta |
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456 | return params |
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457 | |
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458 | def setParams(self, params): |
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459 | x = params["radius"] |
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460 | self.set_cursor(x, None) |
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461 | |
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462 | |
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463 | class LineInteractor(BaseInteractor): |
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464 | """ |
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465 | Select an annulus through a 2D plot |
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466 | """ |
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467 | def __init__(self, base, axes, color='black', |
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468 | zorder=5, r=1.0, theta=numpy.pi / 4): |
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469 | BaseInteractor.__init__(self, base, axes, color=color) |
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470 | |
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471 | self.markers = [] |
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472 | self.color = color |
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473 | self.axes = axes |
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474 | self.save_theta = theta |
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475 | self.theta = theta |
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476 | self.radius = r |
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477 | self.scale = 10.0 |
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478 | # Inner circle |
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479 | x1 = self.radius * numpy.cos(self.theta) |
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480 | y1 = self.radius * numpy.sin(self.theta) |
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481 | x2 = -1 * self.radius * numpy.cos(self.theta) |
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482 | y2 = -1 * self.radius * numpy.sin(self.theta) |
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483 | # Inner circle marker |
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484 | self.inner_marker = self.axes.plot([x1 / 2.5], [y1 / 2.5], linestyle='', |
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485 | marker='s', markersize=10, |
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486 | color=self.color, alpha=0.6, |
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487 | pickradius=5, label="pick", |
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488 | zorder=zorder, |
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489 | visible=True)[0] |
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490 | self.line = self.axes.plot([x1, x2], [y1, y2], |
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491 | linestyle='-', marker='', |
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492 | color=self.color, visible=True)[0] |
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493 | self.npts = 20 |
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494 | self.has_move = False |
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495 | self.connect_markers([self.inner_marker, self.line]) |
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496 | self.update() |
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497 | |
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498 | def set_layer(self, n): |
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499 | self.layernum = n |
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500 | self.update() |
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501 | |
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502 | def clear(self): |
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503 | self.clear_markers() |
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504 | try: |
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505 | self.inner_marker.remove() |
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506 | self.line.remove() |
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507 | except: |
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508 | # Old version of matplotlib |
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509 | for item in range(len(self.axes.lines)): |
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510 | del self.axes.lines[0] |
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511 | |
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512 | def update(self, theta=None): |
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513 | """ |
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514 | Draw the new roughness on the graph. |
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515 | """ |
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516 | |
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517 | if theta is not None: |
---|
518 | self.theta = theta |
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519 | x1 = self.radius * numpy.cos(self.theta) |
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520 | y1 = self.radius * numpy.sin(self.theta) |
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521 | x2 = -1 * self.radius * numpy.cos(self.theta) |
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522 | y2 = -1 * self.radius * numpy.sin(self.theta) |
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523 | |
---|
524 | self.inner_marker.set(xdata=[x1 / 2.5], ydata=[y1 / 2.5]) |
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525 | self.line.set(xdata=[x1, x2], ydata=[y1, y2]) |
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526 | |
---|
527 | def save(self, ev): |
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528 | """ |
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529 | Remember the roughness for this layer and the next so that we |
---|
530 | can restore on Esc. |
---|
531 | """ |
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532 | self.save_theta = self.theta |
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533 | |
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534 | def moveend(self, ev): |
---|
535 | self.has_move = False |
---|
536 | self.base.moveend(ev) |
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537 | |
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538 | def restore(self): |
---|
539 | """ |
---|
540 | Restore the roughness for this layer. |
---|
541 | """ |
---|
542 | self.theta = self.save_theta |
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543 | |
---|
544 | def move(self, x, y, ev): |
---|
545 | """ |
---|
546 | Process move to a new position, making sure that the move is allowed. |
---|
547 | """ |
---|
548 | self.theta = numpy.arctan2(y, x) |
---|
549 | self.has_move = True |
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550 | #self.base.base.update() |
---|
551 | self.base.update() |
---|
552 | |
---|
553 | def set_cursor(self, x, y): |
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554 | self.move(x, y, None) |
---|
555 | self.update() |
---|
556 | |
---|
557 | def getParams(self): |
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558 | params = {} |
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559 | params["radius"] = self.radius |
---|
560 | params["theta"] = self.theta |
---|
561 | return params |
---|
562 | |
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563 | def setParams(self, params): |
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564 | x = params["radius"] |
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565 | self.set_cursor(x, None) |
---|