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@@ -1,401 +1,409 b'' | |||
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1 | 1 | # -*- coding: utf-8 -*- |
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2 | 2 | """Pylab (matplotlib) support utilities.""" |
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3 | 3 | from __future__ import print_function |
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4 | 4 | |
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5 | 5 | # Copyright (c) IPython Development Team. |
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6 | 6 | # Distributed under the terms of the Modified BSD License. |
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7 | 7 | |
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8 | 8 | from io import BytesIO |
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9 | 9 | |
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10 | 10 | from IPython.core.display import _pngxy |
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11 | 11 | from IPython.utils.decorators import flag_calls |
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12 | 12 | from IPython.utils import py3compat |
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13 | 13 | |
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14 | 14 | # If user specifies a GUI, that dictates the backend, otherwise we read the |
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15 | 15 | # user's mpl default from the mpl rc structure |
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16 | 16 | backends = {'tk': 'TkAgg', |
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17 | 17 | 'gtk': 'GTKAgg', |
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18 | 18 | 'gtk3': 'GTK3Agg', |
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19 | 19 | 'wx': 'WXAgg', |
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20 | 20 | 'qt': 'Qt4Agg', # qt3 not supported |
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21 | 21 | 'qt4': 'Qt4Agg', |
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22 | 22 | 'qt5': 'Qt5Agg', |
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23 | 23 | 'osx': 'MacOSX', |
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24 | 24 | 'nbagg': 'nbAgg', |
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25 | 25 | 'notebook': 'nbAgg', |
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26 | 26 | 'agg': 'agg', |
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27 | 27 | 'inline' : 'module://ipykernel.pylab.backend_inline'} |
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28 | 28 | |
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29 | 29 | # We also need a reverse backends2guis mapping that will properly choose which |
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30 | 30 | # GUI support to activate based on the desired matplotlib backend. For the |
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31 | 31 | # most part it's just a reverse of the above dict, but we also need to add a |
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32 | 32 | # few others that map to the same GUI manually: |
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33 | 33 | backend2gui = dict(zip(backends.values(), backends.keys())) |
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34 | 34 | # Our tests expect backend2gui to just return 'qt' |
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35 | 35 | backend2gui['Qt4Agg'] = 'qt' |
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36 | 36 | # In the reverse mapping, there are a few extra valid matplotlib backends that |
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37 | 37 | # map to the same GUI support |
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38 | 38 | backend2gui['GTK'] = backend2gui['GTKCairo'] = 'gtk' |
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39 | 39 | backend2gui['GTK3Cairo'] = 'gtk3' |
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40 | 40 | backend2gui['WX'] = 'wx' |
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41 | 41 | backend2gui['CocoaAgg'] = 'osx' |
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42 | 42 | # And some backends that don't need GUI integration |
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43 | 43 | del backend2gui['nbAgg'] |
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44 | 44 | del backend2gui['agg'] |
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45 | 45 | del backend2gui['module://ipykernel.pylab.backend_inline'] |
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46 | 46 | |
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47 | 47 | #----------------------------------------------------------------------------- |
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48 | 48 | # Matplotlib utilities |
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49 | 49 | #----------------------------------------------------------------------------- |
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50 | 50 | |
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51 | 51 | |
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52 | 52 | def getfigs(*fig_nums): |
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53 | 53 | """Get a list of matplotlib figures by figure numbers. |
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54 | 54 | |
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55 | 55 | If no arguments are given, all available figures are returned. If the |
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56 | 56 | argument list contains references to invalid figures, a warning is printed |
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57 | 57 | but the function continues pasting further figures. |
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58 | 58 | |
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59 | 59 | Parameters |
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60 | 60 | ---------- |
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61 | 61 | figs : tuple |
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62 | 62 | A tuple of ints giving the figure numbers of the figures to return. |
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63 | 63 | """ |
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64 | 64 | from matplotlib._pylab_helpers import Gcf |
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65 | 65 | if not fig_nums: |
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66 | 66 | fig_managers = Gcf.get_all_fig_managers() |
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67 | 67 | return [fm.canvas.figure for fm in fig_managers] |
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68 | 68 | else: |
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69 | 69 | figs = [] |
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70 | 70 | for num in fig_nums: |
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71 | 71 | f = Gcf.figs.get(num) |
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72 | 72 | if f is None: |
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73 | 73 | print('Warning: figure %s not available.' % num) |
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74 | 74 | else: |
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75 | 75 | figs.append(f.canvas.figure) |
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76 | 76 | return figs |
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77 | 77 | |
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78 | 78 | |
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79 | 79 | def figsize(sizex, sizey): |
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80 | 80 | """Set the default figure size to be [sizex, sizey]. |
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81 | 81 | |
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82 | 82 | This is just an easy to remember, convenience wrapper that sets:: |
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83 | 83 | |
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84 | 84 | matplotlib.rcParams['figure.figsize'] = [sizex, sizey] |
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85 | 85 | """ |
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86 | 86 | import matplotlib |
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87 | 87 | matplotlib.rcParams['figure.figsize'] = [sizex, sizey] |
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88 | 88 | |
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89 | 89 | |
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90 | 90 | def print_figure(fig, fmt='png', bbox_inches='tight', **kwargs): |
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91 | 91 | """Print a figure to an image, and return the resulting file data |
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92 | 92 | |
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93 | 93 | Returned data will be bytes unless ``fmt='svg'``, |
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94 | 94 | in which case it will be unicode. |
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95 | 95 | |
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96 | 96 | Any keyword args are passed to fig.canvas.print_figure, |
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97 | 97 | such as ``quality`` or ``bbox_inches``. |
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98 | 98 | """ |
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99 | 99 | from matplotlib import rcParams |
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100 | 100 | # When there's an empty figure, we shouldn't return anything, otherwise we |
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101 | 101 | # get big blank areas in the qt console. |
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102 | 102 | if not fig.axes and not fig.lines: |
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103 | 103 | return |
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104 | 104 | |
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105 | 105 | dpi = fig.dpi |
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106 | 106 | if fmt == 'retina': |
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107 | 107 | dpi = dpi * 2 |
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108 | 108 | fmt = 'png' |
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109 | 109 | |
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110 | 110 | # build keyword args |
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111 | 111 | kw = dict( |
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112 | 112 | format=fmt, |
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113 | 113 | facecolor=fig.get_facecolor(), |
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114 | 114 | edgecolor=fig.get_edgecolor(), |
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115 | 115 | dpi=dpi, |
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116 | 116 | bbox_inches=bbox_inches, |
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117 | 117 | ) |
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118 | 118 | # **kwargs get higher priority |
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119 | 119 | kw.update(kwargs) |
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120 | 120 | |
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121 | 121 | bytes_io = BytesIO() |
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122 | 122 | fig.canvas.print_figure(bytes_io, **kw) |
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123 | 123 | data = bytes_io.getvalue() |
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124 | 124 | if fmt == 'svg': |
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125 | 125 | data = data.decode('utf-8') |
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126 | 126 | return data |
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127 | 127 | |
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128 | 128 | def retina_figure(fig, **kwargs): |
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129 | 129 | """format a figure as a pixel-doubled (retina) PNG""" |
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130 | 130 | pngdata = print_figure(fig, fmt='retina', **kwargs) |
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131 | 131 | # Make sure that retina_figure acts just like print_figure and returns |
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132 | 132 | # None when the figure is empty. |
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133 | 133 | if pngdata is None: |
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134 | 134 | return |
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135 | 135 | w, h = _pngxy(pngdata) |
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136 | 136 | metadata = dict(width=w//2, height=h//2) |
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137 | 137 | return pngdata, metadata |
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138 | 138 | |
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139 | 139 | # We need a little factory function here to create the closure where |
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140 | 140 | # safe_execfile can live. |
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141 | 141 | def mpl_runner(safe_execfile): |
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142 | 142 | """Factory to return a matplotlib-enabled runner for %run. |
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143 | 143 | |
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144 | 144 | Parameters |
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145 | 145 | ---------- |
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146 | 146 | safe_execfile : function |
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147 | 147 | This must be a function with the same interface as the |
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148 | 148 | :meth:`safe_execfile` method of IPython. |
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149 | 149 | |
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150 | 150 | Returns |
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151 | 151 | ------- |
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152 | 152 | A function suitable for use as the ``runner`` argument of the %run magic |
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153 | 153 | function. |
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154 | 154 | """ |
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155 | 155 | |
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156 | 156 | def mpl_execfile(fname,*where,**kw): |
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157 | 157 | """matplotlib-aware wrapper around safe_execfile. |
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158 | 158 | |
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159 | 159 | Its interface is identical to that of the :func:`execfile` builtin. |
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160 | 160 | |
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161 | 161 | This is ultimately a call to execfile(), but wrapped in safeties to |
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162 | 162 | properly handle interactive rendering.""" |
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163 | 163 | |
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164 | 164 | import matplotlib |
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165 |
import matplotlib.py |
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165 | import matplotlib.pyplot as plt | |
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166 | 166 | |
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167 | 167 | #print '*** Matplotlib runner ***' # dbg |
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168 | 168 | # turn off rendering until end of script |
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169 | 169 | is_interactive = matplotlib.rcParams['interactive'] |
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170 | 170 | matplotlib.interactive(False) |
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171 | 171 | safe_execfile(fname,*where,**kw) |
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172 | 172 | matplotlib.interactive(is_interactive) |
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173 | 173 | # make rendering call now, if the user tried to do it |
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174 |
if p |
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175 |
p |
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176 |
p |
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174 | if plt.draw_if_interactive.called: | |
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175 | plt.draw() | |
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176 | plt.draw_if_interactive.called = False | |
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177 | ||
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178 | # re-draw everything that is stale | |
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179 | try: | |
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180 | da = plt.draw_all | |
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181 | except AttributeError: | |
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182 | pass | |
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183 | else: | |
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184 | da() | |
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177 | 185 | |
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178 | 186 | return mpl_execfile |
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179 | 187 | |
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180 | 188 | |
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181 | 189 | def _reshow_nbagg_figure(fig): |
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182 | 190 | """reshow an nbagg figure""" |
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183 | 191 | try: |
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184 | 192 | reshow = fig.canvas.manager.reshow |
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185 | 193 | except AttributeError: |
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186 | 194 | raise NotImplementedError() |
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187 | 195 | else: |
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188 | 196 | reshow() |
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189 | 197 | |
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190 | 198 | |
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191 | 199 | def select_figure_formats(shell, formats, **kwargs): |
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192 | 200 | """Select figure formats for the inline backend. |
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193 | 201 | |
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194 | 202 | Parameters |
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195 | 203 | ========== |
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196 | 204 | shell : InteractiveShell |
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197 | 205 | The main IPython instance. |
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198 | 206 | formats : str or set |
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199 | 207 | One or a set of figure formats to enable: 'png', 'retina', 'jpeg', 'svg', 'pdf'. |
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200 | 208 | **kwargs : any |
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201 | 209 | Extra keyword arguments to be passed to fig.canvas.print_figure. |
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202 | 210 | """ |
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203 | 211 | import matplotlib |
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204 | 212 | from matplotlib.figure import Figure |
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205 | 213 | |
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206 | 214 | svg_formatter = shell.display_formatter.formatters['image/svg+xml'] |
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207 | 215 | png_formatter = shell.display_formatter.formatters['image/png'] |
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208 | 216 | jpg_formatter = shell.display_formatter.formatters['image/jpeg'] |
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209 | 217 | pdf_formatter = shell.display_formatter.formatters['application/pdf'] |
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210 | 218 | |
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211 | 219 | if isinstance(formats, py3compat.string_types): |
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212 | 220 | formats = {formats} |
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213 | 221 | # cast in case of list / tuple |
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214 | 222 | formats = set(formats) |
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215 | 223 | |
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216 | 224 | [ f.pop(Figure, None) for f in shell.display_formatter.formatters.values() ] |
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217 | 225 | |
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218 | 226 | if matplotlib.get_backend().lower() == 'nbagg': |
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219 | 227 | formatter = shell.display_formatter.ipython_display_formatter |
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220 | 228 | formatter.for_type(Figure, _reshow_nbagg_figure) |
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221 | 229 | |
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222 | 230 | supported = {'png', 'png2x', 'retina', 'jpg', 'jpeg', 'svg', 'pdf'} |
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223 | 231 | bad = formats.difference(supported) |
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224 | 232 | if bad: |
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225 | 233 | bs = "%s" % ','.join([repr(f) for f in bad]) |
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226 | 234 | gs = "%s" % ','.join([repr(f) for f in supported]) |
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227 | 235 | raise ValueError("supported formats are: %s not %s" % (gs, bs)) |
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228 | 236 | |
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229 | 237 | if 'png' in formats: |
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230 | 238 | png_formatter.for_type(Figure, lambda fig: print_figure(fig, 'png', **kwargs)) |
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231 | 239 | if 'retina' in formats or 'png2x' in formats: |
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232 | 240 | png_formatter.for_type(Figure, lambda fig: retina_figure(fig, **kwargs)) |
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233 | 241 | if 'jpg' in formats or 'jpeg' in formats: |
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234 | 242 | jpg_formatter.for_type(Figure, lambda fig: print_figure(fig, 'jpg', **kwargs)) |
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235 | 243 | if 'svg' in formats: |
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236 | 244 | svg_formatter.for_type(Figure, lambda fig: print_figure(fig, 'svg', **kwargs)) |
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237 | 245 | if 'pdf' in formats: |
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238 | 246 | pdf_formatter.for_type(Figure, lambda fig: print_figure(fig, 'pdf', **kwargs)) |
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239 | 247 | |
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240 | 248 | #----------------------------------------------------------------------------- |
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241 | 249 | # Code for initializing matplotlib and importing pylab |
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242 | 250 | #----------------------------------------------------------------------------- |
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243 | 251 | |
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244 | 252 | |
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245 | 253 | def find_gui_and_backend(gui=None, gui_select=None): |
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246 | 254 | """Given a gui string return the gui and mpl backend. |
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247 | 255 | |
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248 | 256 | Parameters |
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249 | 257 | ---------- |
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250 | 258 | gui : str |
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251 | 259 | Can be one of ('tk','gtk','wx','qt','qt4','inline','agg'). |
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252 | 260 | gui_select : str |
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253 | 261 | Can be one of ('tk','gtk','wx','qt','qt4','inline'). |
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254 | 262 | This is any gui already selected by the shell. |
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255 | 263 | |
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256 | 264 | Returns |
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257 | 265 | ------- |
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258 | 266 | A tuple of (gui, backend) where backend is one of ('TkAgg','GTKAgg', |
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259 | 267 | 'WXAgg','Qt4Agg','module://ipykernel.pylab.backend_inline','agg'). |
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260 | 268 | """ |
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261 | 269 | |
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262 | 270 | import matplotlib |
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263 | 271 | |
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264 | 272 | if gui and gui != 'auto': |
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265 | 273 | # select backend based on requested gui |
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266 | 274 | backend = backends[gui] |
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267 | 275 | if gui == 'agg': |
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268 | 276 | gui = None |
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269 | 277 | else: |
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270 | 278 | # We need to read the backend from the original data structure, *not* |
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271 | 279 | # from mpl.rcParams, since a prior invocation of %matplotlib may have |
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272 | 280 | # overwritten that. |
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273 | 281 | # WARNING: this assumes matplotlib 1.1 or newer!! |
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274 | 282 | backend = matplotlib.rcParamsOrig['backend'] |
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275 | 283 | # In this case, we need to find what the appropriate gui selection call |
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276 | 284 | # should be for IPython, so we can activate inputhook accordingly |
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277 | 285 | gui = backend2gui.get(backend, None) |
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278 | 286 | |
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279 | 287 | # If we have already had a gui active, we need it and inline are the |
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280 | 288 | # ones allowed. |
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281 | 289 | if gui_select and gui != gui_select: |
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282 | 290 | gui = gui_select |
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283 | 291 | backend = backends[gui] |
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284 | 292 | |
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285 | 293 | return gui, backend |
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286 | 294 | |
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287 | 295 | |
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288 | 296 | def activate_matplotlib(backend): |
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289 | 297 | """Activate the given backend and set interactive to True.""" |
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290 | 298 | |
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291 | 299 | import matplotlib |
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292 | 300 | matplotlib.interactive(True) |
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293 | 301 | |
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294 | 302 | # Matplotlib had a bug where even switch_backend could not force |
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295 | 303 | # the rcParam to update. This needs to be set *before* the module |
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296 | 304 | # magic of switch_backend(). |
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297 | 305 | matplotlib.rcParams['backend'] = backend |
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298 | 306 | |
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299 | 307 | import matplotlib.pyplot |
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300 | 308 | matplotlib.pyplot.switch_backend(backend) |
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301 | 309 | |
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302 | 310 | # This must be imported last in the matplotlib series, after |
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303 | 311 | # backend/interactivity choices have been made |
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304 |
import matplotlib.py |
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312 | import matplotlib.pyplot as plt | |
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305 | 313 | |
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306 |
p |
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314 | plt.show._needmain = False | |
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307 | 315 | # We need to detect at runtime whether show() is called by the user. |
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308 | 316 | # For this, we wrap it into a decorator which adds a 'called' flag. |
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309 |
p |
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317 | plt.draw_if_interactive = flag_calls(plt.draw_if_interactive) | |
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310 | 318 | |
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311 | 319 | |
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312 | 320 | def import_pylab(user_ns, import_all=True): |
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313 | 321 | """Populate the namespace with pylab-related values. |
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314 | 322 | |
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315 | 323 | Imports matplotlib, pylab, numpy, and everything from pylab and numpy. |
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316 | 324 | |
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317 | 325 | Also imports a few names from IPython (figsize, display, getfigs) |
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318 | 326 | |
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319 | 327 | """ |
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320 | 328 | |
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321 | 329 | # Import numpy as np/pyplot as plt are conventions we're trying to |
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322 | 330 | # somewhat standardize on. Making them available to users by default |
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323 | 331 | # will greatly help this. |
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324 | 332 | s = ("import numpy\n" |
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325 | 333 | "import matplotlib\n" |
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326 | 334 | "from matplotlib import pylab, mlab, pyplot\n" |
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327 | 335 | "np = numpy\n" |
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328 | 336 | "plt = pyplot\n" |
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329 | 337 | ) |
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330 | 338 | exec(s, user_ns) |
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331 | 339 | |
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332 | 340 | if import_all: |
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333 | 341 | s = ("from matplotlib.pylab import *\n" |
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334 | 342 | "from numpy import *\n") |
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335 | 343 | exec(s, user_ns) |
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336 | 344 | |
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337 | 345 | # IPython symbols to add |
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338 | 346 | user_ns['figsize'] = figsize |
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339 | 347 | from IPython.core.display import display |
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340 | 348 | # Add display and getfigs to the user's namespace |
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341 | 349 | user_ns['display'] = display |
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342 | 350 | user_ns['getfigs'] = getfigs |
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343 | 351 | |
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344 | 352 | |
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345 | 353 | def configure_inline_support(shell, backend): |
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346 | 354 | """Configure an IPython shell object for matplotlib use. |
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347 | 355 | |
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348 | 356 | Parameters |
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349 | 357 | ---------- |
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350 | 358 | shell : InteractiveShell instance |
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351 | 359 | |
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352 | 360 | backend : matplotlib backend |
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353 | 361 | """ |
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354 | 362 | # If using our svg payload backend, register the post-execution |
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355 | 363 | # function that will pick up the results for display. This can only be |
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356 | 364 | # done with access to the real shell object. |
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357 | 365 | |
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358 | 366 | # Note: if we can't load the inline backend, then there's no point |
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359 | 367 | # continuing (such as in terminal-only shells in environments without |
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360 | 368 | # zeromq available). |
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361 | 369 | try: |
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362 | 370 | from ipykernel.pylab.backend_inline import InlineBackend |
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363 | 371 | except ImportError: |
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364 | 372 | return |
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365 | 373 | import matplotlib |
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366 | 374 | |
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367 | 375 | cfg = InlineBackend.instance(parent=shell) |
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368 | 376 | cfg.shell = shell |
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369 | 377 | if cfg not in shell.configurables: |
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370 | 378 | shell.configurables.append(cfg) |
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371 | 379 | |
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372 | 380 | if backend == backends['inline']: |
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373 | 381 | from ipykernel.pylab.backend_inline import flush_figures |
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374 | 382 | shell.events.register('post_execute', flush_figures) |
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375 | 383 | |
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376 | 384 | # Save rcParams that will be overwrittern |
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377 | 385 | shell._saved_rcParams = dict() |
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378 | 386 | for k in cfg.rc: |
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379 | 387 | shell._saved_rcParams[k] = matplotlib.rcParams[k] |
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380 | 388 | # load inline_rc |
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381 | 389 | matplotlib.rcParams.update(cfg.rc) |
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382 | 390 | new_backend_name = "inline" |
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383 | 391 | else: |
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384 | 392 | from ipykernel.pylab.backend_inline import flush_figures |
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385 | 393 | try: |
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386 | 394 | shell.events.unregister('post_execute', flush_figures) |
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387 | 395 | except ValueError: |
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388 | 396 | pass |
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389 | 397 | if hasattr(shell, '_saved_rcParams'): |
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390 | 398 | matplotlib.rcParams.update(shell._saved_rcParams) |
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391 | 399 | del shell._saved_rcParams |
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392 | 400 | new_backend_name = "other" |
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393 | 401 | |
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394 | 402 | # only enable the formats once -> don't change the enabled formats (which the user may |
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395 | 403 | # has changed) when getting another "%matplotlib inline" call. |
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396 | 404 | # See https://github.com/ipython/ipykernel/issues/29 |
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397 | 405 | cur_backend = getattr(configure_inline_support, "current_backend", "unset") |
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398 | 406 | if new_backend_name != cur_backend: |
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399 | 407 | # Setup the default figure format |
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400 | 408 | select_figure_formats(shell, cfg.figure_formats, **cfg.print_figure_kwargs) |
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401 | 409 | configure_inline_support.current_backend = new_backend_name |
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