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1 | # -*- coding: utf-8 -*- |
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1 | # -*- coding: utf-8 -*- | |
2 | """Pylab (matplotlib) support utilities. |
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2 | """Pylab (matplotlib) support utilities. | |
3 |
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3 | |||
4 | Authors |
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4 | Authors | |
5 | ------- |
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5 | ------- | |
6 |
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6 | |||
7 | * Fernando Perez. |
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7 | * Fernando Perez. | |
8 | * Brian Granger |
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8 | * Brian Granger | |
9 | """ |
|
9 | """ | |
10 |
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10 | |||
11 | #----------------------------------------------------------------------------- |
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11 | #----------------------------------------------------------------------------- | |
12 | # Copyright (C) 2009 The IPython Development Team |
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12 | # Copyright (C) 2009 The IPython Development Team | |
13 | # |
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13 | # | |
14 | # Distributed under the terms of the BSD License. The full license is in |
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14 | # Distributed under the terms of the BSD License. The full license is in | |
15 | # the file COPYING, distributed as part of this software. |
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15 | # the file COPYING, distributed as part of this software. | |
16 | #----------------------------------------------------------------------------- |
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16 | #----------------------------------------------------------------------------- | |
17 |
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17 | |||
18 | #----------------------------------------------------------------------------- |
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18 | #----------------------------------------------------------------------------- | |
19 | # Imports |
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19 | # Imports | |
20 | #----------------------------------------------------------------------------- |
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20 | #----------------------------------------------------------------------------- | |
21 |
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21 | |||
22 | from cStringIO import StringIO |
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22 | from cStringIO import StringIO | |
23 |
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23 | |||
24 | from IPython.utils.decorators import flag_calls |
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24 | from IPython.utils.decorators import flag_calls | |
25 |
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25 | |||
26 | # If user specifies a GUI, that dictates the backend, otherwise we read the |
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26 | # If user specifies a GUI, that dictates the backend, otherwise we read the | |
27 | # user's mpl default from the mpl rc structure |
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27 | # user's mpl default from the mpl rc structure | |
28 | backends = {'tk': 'TkAgg', |
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28 | backends = {'tk': 'TkAgg', | |
29 | 'gtk': 'GTKAgg', |
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29 | 'gtk': 'GTKAgg', | |
30 | 'wx': 'WXAgg', |
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30 | 'wx': 'WXAgg', | |
31 | 'qt': 'Qt4Agg', # qt3 not supported |
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31 | 'qt': 'Qt4Agg', # qt3 not supported | |
32 | 'qt4': 'Qt4Agg', |
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32 | 'qt4': 'Qt4Agg', | |
33 | 'osx': 'MacOSX', |
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33 | 'osx': 'MacOSX', | |
34 | 'inline' : 'module://IPython.zmq.pylab.backend_inline'} |
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34 | 'inline' : 'module://IPython.zmq.pylab.backend_inline'} | |
35 |
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35 | |||
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36 | # We also need a reverse backends2guis mapping that will properly choose which | |||
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37 | # GUI support to activate based on the desired matplotlib backend. For the | |||
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38 | # most part it's just a reverse of the above dict, but we also need to add a | |||
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39 | # few others that map to the same GUI manually: | |||
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40 | backend2gui = dict(zip(backends.values(), backends.keys())) | |||
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41 | # In the reverse mapping, there are a few extra valid matplotlib backends that | |||
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42 | # map to the same GUI support | |||
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43 | backend2gui['GTK'] = backend2gui['GTKCairo'] = 'gtk' | |||
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44 | backend2gui['WX'] = 'wx' | |||
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45 | backend2gui['CocoaAgg'] = 'osx' | |||
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46 | ||||
36 | #----------------------------------------------------------------------------- |
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47 | #----------------------------------------------------------------------------- | |
37 | # Matplotlib utilities |
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48 | # Matplotlib utilities | |
38 | #----------------------------------------------------------------------------- |
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49 | #----------------------------------------------------------------------------- | |
39 |
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50 | |||
40 |
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51 | |||
41 | def getfigs(*fig_nums): |
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52 | def getfigs(*fig_nums): | |
42 | """Get a list of matplotlib figures by figure numbers. |
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53 | """Get a list of matplotlib figures by figure numbers. | |
43 |
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54 | |||
44 | If no arguments are given, all available figures are returned. If the |
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55 | If no arguments are given, all available figures are returned. If the | |
45 | argument list contains references to invalid figures, a warning is printed |
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56 | argument list contains references to invalid figures, a warning is printed | |
46 | but the function continues pasting further figures. |
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57 | but the function continues pasting further figures. | |
47 |
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58 | |||
48 | Parameters |
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59 | Parameters | |
49 | ---------- |
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60 | ---------- | |
50 | figs : tuple |
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61 | figs : tuple | |
51 | A tuple of ints giving the figure numbers of the figures to return. |
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62 | A tuple of ints giving the figure numbers of the figures to return. | |
52 | """ |
|
63 | """ | |
53 | from matplotlib._pylab_helpers import Gcf |
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64 | from matplotlib._pylab_helpers import Gcf | |
54 | if not fig_nums: |
|
65 | if not fig_nums: | |
55 | fig_managers = Gcf.get_all_fig_managers() |
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66 | fig_managers = Gcf.get_all_fig_managers() | |
56 | return [fm.canvas.figure for fm in fig_managers] |
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67 | return [fm.canvas.figure for fm in fig_managers] | |
57 | else: |
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68 | else: | |
58 | figs = [] |
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69 | figs = [] | |
59 | for num in fig_nums: |
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70 | for num in fig_nums: | |
60 | f = Gcf.figs.get(num) |
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71 | f = Gcf.figs.get(num) | |
61 | if f is None: |
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72 | if f is None: | |
62 | print('Warning: figure %s not available.' % num) |
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73 | print('Warning: figure %s not available.' % num) | |
63 | else: |
|
74 | else: | |
64 | figs.append(f.canvas.figure) |
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75 | figs.append(f.canvas.figure) | |
65 | return figs |
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76 | return figs | |
66 |
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77 | |||
67 |
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78 | |||
68 | def figsize(sizex, sizey): |
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79 | def figsize(sizex, sizey): | |
69 | """Set the default figure size to be [sizex, sizey]. |
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80 | """Set the default figure size to be [sizex, sizey]. | |
70 |
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81 | |||
71 | This is just an easy to remember, convenience wrapper that sets:: |
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82 | This is just an easy to remember, convenience wrapper that sets:: | |
72 |
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83 | |||
73 | matplotlib.rcParams['figure.figsize'] = [sizex, sizey] |
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84 | matplotlib.rcParams['figure.figsize'] = [sizex, sizey] | |
74 | """ |
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85 | """ | |
75 | import matplotlib |
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86 | import matplotlib | |
76 | matplotlib.rcParams['figure.figsize'] = [sizex, sizey] |
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87 | matplotlib.rcParams['figure.figsize'] = [sizex, sizey] | |
77 |
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88 | |||
78 |
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89 | |||
79 | def figure_to_svg(fig): |
|
90 | def figure_to_svg(fig): | |
80 | """Convert a figure to svg for inline display.""" |
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91 | """Convert a figure to svg for inline display.""" | |
81 | # When there's an empty figure, we shouldn't return anything, otherwise we |
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92 | # When there's an empty figure, we shouldn't return anything, otherwise we | |
82 | # get big blank areas in the qt console. |
|
93 | # get big blank areas in the qt console. | |
83 | if not fig.axes: |
|
94 | if not fig.axes: | |
84 | return |
|
95 | return | |
85 |
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96 | |||
86 | fc = fig.get_facecolor() |
|
97 | fc = fig.get_facecolor() | |
87 | ec = fig.get_edgecolor() |
|
98 | ec = fig.get_edgecolor() | |
88 | fig.set_facecolor('white') |
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99 | fig.set_facecolor('white') | |
89 | fig.set_edgecolor('white') |
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100 | fig.set_edgecolor('white') | |
90 | try: |
|
101 | try: | |
91 | string_io = StringIO() |
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102 | string_io = StringIO() | |
92 | fig.canvas.print_figure(string_io, format='svg') |
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103 | fig.canvas.print_figure(string_io, format='svg') | |
93 | svg = string_io.getvalue() |
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104 | svg = string_io.getvalue() | |
94 | finally: |
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105 | finally: | |
95 | fig.set_facecolor(fc) |
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106 | fig.set_facecolor(fc) | |
96 | fig.set_edgecolor(ec) |
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107 | fig.set_edgecolor(ec) | |
97 | return svg |
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108 | return svg | |
98 |
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109 | |||
99 |
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110 | |||
100 | # We need a little factory function here to create the closure where |
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111 | # We need a little factory function here to create the closure where | |
101 | # safe_execfile can live. |
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112 | # safe_execfile can live. | |
102 | def mpl_runner(safe_execfile): |
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113 | def mpl_runner(safe_execfile): | |
103 | """Factory to return a matplotlib-enabled runner for %run. |
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114 | """Factory to return a matplotlib-enabled runner for %run. | |
104 |
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115 | |||
105 | Parameters |
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116 | Parameters | |
106 | ---------- |
|
117 | ---------- | |
107 | safe_execfile : function |
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118 | safe_execfile : function | |
108 | This must be a function with the same interface as the |
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119 | This must be a function with the same interface as the | |
109 | :meth:`safe_execfile` method of IPython. |
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120 | :meth:`safe_execfile` method of IPython. | |
110 |
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121 | |||
111 | Returns |
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122 | Returns | |
112 | ------- |
|
123 | ------- | |
113 | A function suitable for use as the ``runner`` argument of the %run magic |
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124 | A function suitable for use as the ``runner`` argument of the %run magic | |
114 | function. |
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125 | function. | |
115 | """ |
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126 | """ | |
116 |
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127 | |||
117 | def mpl_execfile(fname,*where,**kw): |
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128 | def mpl_execfile(fname,*where,**kw): | |
118 | """matplotlib-aware wrapper around safe_execfile. |
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129 | """matplotlib-aware wrapper around safe_execfile. | |
119 |
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130 | |||
120 | Its interface is identical to that of the :func:`execfile` builtin. |
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131 | Its interface is identical to that of the :func:`execfile` builtin. | |
121 |
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132 | |||
122 | This is ultimately a call to execfile(), but wrapped in safeties to |
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133 | This is ultimately a call to execfile(), but wrapped in safeties to | |
123 | properly handle interactive rendering.""" |
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134 | properly handle interactive rendering.""" | |
124 |
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135 | |||
125 | import matplotlib |
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136 | import matplotlib | |
126 | import matplotlib.pylab as pylab |
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137 | import matplotlib.pylab as pylab | |
127 |
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138 | |||
128 | #print '*** Matplotlib runner ***' # dbg |
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139 | #print '*** Matplotlib runner ***' # dbg | |
129 | # turn off rendering until end of script |
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140 | # turn off rendering until end of script | |
130 | is_interactive = matplotlib.rcParams['interactive'] |
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141 | is_interactive = matplotlib.rcParams['interactive'] | |
131 | matplotlib.interactive(False) |
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142 | matplotlib.interactive(False) | |
132 | safe_execfile(fname,*where,**kw) |
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143 | safe_execfile(fname,*where,**kw) | |
133 | matplotlib.interactive(is_interactive) |
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144 | matplotlib.interactive(is_interactive) | |
134 | # make rendering call now, if the user tried to do it |
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145 | # make rendering call now, if the user tried to do it | |
135 | if pylab.draw_if_interactive.called: |
|
146 | if pylab.draw_if_interactive.called: | |
136 | pylab.draw() |
|
147 | pylab.draw() | |
137 | pylab.draw_if_interactive.called = False |
|
148 | pylab.draw_if_interactive.called = False | |
138 |
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149 | |||
139 | return mpl_execfile |
|
150 | return mpl_execfile | |
140 |
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151 | |||
141 |
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152 | |||
142 | #----------------------------------------------------------------------------- |
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153 | #----------------------------------------------------------------------------- | |
143 | # Code for initializing matplotlib and importing pylab |
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154 | # Code for initializing matplotlib and importing pylab | |
144 | #----------------------------------------------------------------------------- |
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155 | #----------------------------------------------------------------------------- | |
145 |
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156 | |||
146 |
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157 | |||
147 | def find_gui_and_backend(gui=None): |
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158 | def find_gui_and_backend(gui=None): | |
148 | """Given a gui string return the gui and mpl backend. |
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159 | """Given a gui string return the gui and mpl backend. | |
149 |
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160 | |||
150 | Parameters |
|
161 | Parameters | |
151 | ---------- |
|
162 | ---------- | |
152 | gui : str |
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163 | gui : str | |
153 | Can be one of ('tk','gtk','wx','qt','qt4','inline'). |
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164 | Can be one of ('tk','gtk','wx','qt','qt4','inline'). | |
154 |
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165 | |||
155 | Returns |
|
166 | Returns | |
156 | ------- |
|
167 | ------- | |
157 | A tuple of (gui, backend) where backend is one of ('TkAgg','GTKAgg', |
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168 | A tuple of (gui, backend) where backend is one of ('TkAgg','GTKAgg', | |
158 | 'WXAgg','Qt4Agg','module://IPython.zmq.pylab.backend_inline'). |
|
169 | 'WXAgg','Qt4Agg','module://IPython.zmq.pylab.backend_inline'). | |
159 | """ |
|
170 | """ | |
160 |
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171 | |||
161 | import matplotlib |
|
172 | import matplotlib | |
162 |
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173 | |||
163 | if gui: |
|
174 | if gui: | |
164 | # select backend based on requested gui |
|
175 | # select backend based on requested gui | |
165 | backend = backends[gui] |
|
176 | backend = backends[gui] | |
166 | else: |
|
177 | else: | |
167 | backend = matplotlib.rcParams['backend'] |
|
178 | backend = matplotlib.rcParams['backend'] | |
168 | # In this case, we need to find what the appropriate gui selection call |
|
179 | # In this case, we need to find what the appropriate gui selection call | |
169 | # should be for IPython, so we can activate inputhook accordingly |
|
180 | # should be for IPython, so we can activate inputhook accordingly | |
170 |
g |
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181 | gui = backend2gui.get(backend, None) | |
171 | b2g = dict(zip(g2b.values(), g2b.keys())) # reverse dict |
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|||
172 | gui = b2g.get(backend, None) |
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|||
173 | return gui, backend |
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182 | return gui, backend | |
174 |
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183 | |||
175 |
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184 | |||
176 | def activate_matplotlib(backend): |
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185 | def activate_matplotlib(backend): | |
177 | """Activate the given backend and set interactive to True.""" |
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186 | """Activate the given backend and set interactive to True.""" | |
178 |
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187 | |||
179 | import matplotlib |
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188 | import matplotlib | |
180 | if backend.startswith('module://'): |
|
189 | if backend.startswith('module://'): | |
181 | # Work around bug in matplotlib: matplotlib.use converts the |
|
190 | # Work around bug in matplotlib: matplotlib.use converts the | |
182 | # backend_id to lowercase even if a module name is specified! |
|
191 | # backend_id to lowercase even if a module name is specified! | |
183 | matplotlib.rcParams['backend'] = backend |
|
192 | matplotlib.rcParams['backend'] = backend | |
184 | else: |
|
193 | else: | |
185 | matplotlib.use(backend) |
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194 | matplotlib.use(backend) | |
186 | matplotlib.interactive(True) |
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195 | matplotlib.interactive(True) | |
187 |
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196 | |||
188 | # This must be imported last in the matplotlib series, after |
|
197 | # This must be imported last in the matplotlib series, after | |
189 | # backend/interactivity choices have been made |
|
198 | # backend/interactivity choices have been made | |
190 | import matplotlib.pylab as pylab |
|
199 | import matplotlib.pylab as pylab | |
191 |
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200 | |||
192 | # XXX For now leave this commented out, but depending on discussions with |
|
201 | # XXX For now leave this commented out, but depending on discussions with | |
193 | # mpl-dev, we may be able to allow interactive switching... |
|
202 | # mpl-dev, we may be able to allow interactive switching... | |
194 | #import matplotlib.pyplot |
|
203 | #import matplotlib.pyplot | |
195 | #matplotlib.pyplot.switch_backend(backend) |
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204 | #matplotlib.pyplot.switch_backend(backend) | |
196 |
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205 | |||
197 | pylab.show._needmain = False |
|
206 | pylab.show._needmain = False | |
198 | # We need to detect at runtime whether show() is called by the user. |
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207 | # We need to detect at runtime whether show() is called by the user. | |
199 | # For this, we wrap it into a decorator which adds a 'called' flag. |
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208 | # For this, we wrap it into a decorator which adds a 'called' flag. | |
200 | pylab.draw_if_interactive = flag_calls(pylab.draw_if_interactive) |
|
209 | pylab.draw_if_interactive = flag_calls(pylab.draw_if_interactive) | |
201 |
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210 | |||
202 |
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211 | |||
203 | def import_pylab(user_ns, backend, import_all=True, shell=None): |
|
212 | def import_pylab(user_ns, backend, import_all=True, shell=None): | |
204 | """Import the standard pylab symbols into user_ns.""" |
|
213 | """Import the standard pylab symbols into user_ns.""" | |
205 |
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214 | |||
206 | # Import numpy as np/pyplot as plt are conventions we're trying to |
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215 | # Import numpy as np/pyplot as plt are conventions we're trying to | |
207 | # somewhat standardize on. Making them available to users by default |
|
216 | # somewhat standardize on. Making them available to users by default | |
208 | # will greatly help this. |
|
217 | # will greatly help this. | |
209 | s = ("import numpy\n" |
|
218 | s = ("import numpy\n" | |
210 | "import matplotlib\n" |
|
219 | "import matplotlib\n" | |
211 | "from matplotlib import pylab, mlab, pyplot\n" |
|
220 | "from matplotlib import pylab, mlab, pyplot\n" | |
212 | "np = numpy\n" |
|
221 | "np = numpy\n" | |
213 | "plt = pyplot\n" |
|
222 | "plt = pyplot\n" | |
214 | ) |
|
223 | ) | |
215 | exec s in user_ns |
|
224 | exec s in user_ns | |
216 |
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225 | |||
217 | if shell is not None: |
|
226 | if shell is not None: | |
218 | exec s in shell.user_ns_hidden |
|
227 | exec s in shell.user_ns_hidden | |
219 | # If using our svg payload backend, register the post-execution |
|
228 | # If using our svg payload backend, register the post-execution | |
220 | # function that will pick up the results for display. This can only be |
|
229 | # function that will pick up the results for display. This can only be | |
221 | # done with access to the real shell object. |
|
230 | # done with access to the real shell object. | |
222 | if backend == backends['inline']: |
|
231 | if backend == backends['inline']: | |
223 | from IPython.zmq.pylab.backend_inline import flush_svg |
|
232 | from IPython.zmq.pylab.backend_inline import flush_svg | |
224 | from matplotlib import pyplot |
|
233 | from matplotlib import pyplot | |
225 | shell.register_post_execute(flush_svg) |
|
234 | shell.register_post_execute(flush_svg) | |
226 | # The typical default figure size is too large for inline use, |
|
235 | # The typical default figure size is too large for inline use, | |
227 | # so we shrink the figure size to 6x4, and tweak fonts to |
|
236 | # so we shrink the figure size to 6x4, and tweak fonts to | |
228 | # make that fit. This is configurable via Global.pylab_inline_rc, |
|
237 | # make that fit. This is configurable via Global.pylab_inline_rc, | |
229 | # or rather it will be once the zmq kernel is hooked up to |
|
238 | # or rather it will be once the zmq kernel is hooked up to | |
230 | # the config system. |
|
239 | # the config system. | |
231 |
|
240 | |||
232 | default_rc = { |
|
241 | default_rc = { | |
233 | 'figure.figsize': (6.0,4.0), |
|
242 | 'figure.figsize': (6.0,4.0), | |
234 | # 12pt labels get cutoff on 6x4 logplots, so use 10pt. |
|
243 | # 12pt labels get cutoff on 6x4 logplots, so use 10pt. | |
235 | 'font.size': 10, |
|
244 | 'font.size': 10, | |
236 | # 10pt still needs a little more room on the xlabel: |
|
245 | # 10pt still needs a little more room on the xlabel: | |
237 | 'figure.subplot.bottom' : .125 |
|
246 | 'figure.subplot.bottom' : .125 | |
238 | } |
|
247 | } | |
239 | rc = getattr(shell.config.Global, 'pylab_inline_rc', default_rc) |
|
248 | rc = getattr(shell.config.Global, 'pylab_inline_rc', default_rc) | |
240 | pyplot.rcParams.update(rc) |
|
249 | pyplot.rcParams.update(rc) | |
241 | shell.config.Global.pylab_inline_rc = rc |
|
250 | shell.config.Global.pylab_inline_rc = rc | |
242 |
|
251 | |||
243 | # Add 'figsize' to pyplot and to the user's namespace |
|
252 | # Add 'figsize' to pyplot and to the user's namespace | |
244 | user_ns['figsize'] = pyplot.figsize = figsize |
|
253 | user_ns['figsize'] = pyplot.figsize = figsize | |
245 | shell.user_ns_hidden['figsize'] = figsize |
|
254 | shell.user_ns_hidden['figsize'] = figsize | |
246 |
|
255 | |||
247 | # The old pastefig function has been replaced by display |
|
256 | # The old pastefig function has been replaced by display | |
248 | # Always add this svg formatter so display works. |
|
257 | # Always add this svg formatter so display works. | |
249 | from IPython.core.display import display, display_svg |
|
258 | from IPython.core.display import display, display_svg | |
250 | svg_formatter = shell.display_formatter.formatters['image/svg+xml'] |
|
259 | svg_formatter = shell.display_formatter.formatters['image/svg+xml'] | |
251 | svg_formatter.for_type_by_name( |
|
260 | svg_formatter.for_type_by_name( | |
252 | 'matplotlib.figure','Figure',figure_to_svg |
|
261 | 'matplotlib.figure','Figure',figure_to_svg | |
253 | ) |
|
262 | ) | |
254 | # Add display and display_png to the user's namespace |
|
263 | # Add display and display_png to the user's namespace | |
255 | user_ns['display'] = display |
|
264 | user_ns['display'] = display | |
256 | shell.user_ns_hidden['display'] = display |
|
265 | shell.user_ns_hidden['display'] = display | |
257 | user_ns['display_svg'] = display_svg |
|
266 | user_ns['display_svg'] = display_svg | |
258 | shell.user_ns_hidden['display_svg'] = display_svg |
|
267 | shell.user_ns_hidden['display_svg'] = display_svg | |
259 | user_ns['getfigs'] = getfigs |
|
268 | user_ns['getfigs'] = getfigs | |
260 | shell.user_ns_hidden['getfigs'] = getfigs |
|
269 | shell.user_ns_hidden['getfigs'] = getfigs | |
261 |
|
270 | |||
262 | if import_all: |
|
271 | if import_all: | |
263 | s = ("from matplotlib.pylab import *\n" |
|
272 | s = ("from matplotlib.pylab import *\n" | |
264 | "from numpy import *\n") |
|
273 | "from numpy import *\n") | |
265 | exec s in user_ns |
|
274 | exec s in user_ns | |
266 | if shell is not None: |
|
275 | if shell is not None: | |
267 | exec s in shell.user_ns_hidden |
|
276 | exec s in shell.user_ns_hidden | |
268 |
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277 | |||
269 |
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278 | |||
270 | def pylab_activate(user_ns, gui=None, import_all=True): |
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279 | def pylab_activate(user_ns, gui=None, import_all=True): | |
271 | """Activate pylab mode in the user's namespace. |
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280 | """Activate pylab mode in the user's namespace. | |
272 |
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281 | |||
273 | Loads and initializes numpy, matplotlib and friends for interactive use. |
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282 | Loads and initializes numpy, matplotlib and friends for interactive use. | |
274 |
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283 | |||
275 | Parameters |
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284 | Parameters | |
276 | ---------- |
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285 | ---------- | |
277 | user_ns : dict |
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286 | user_ns : dict | |
278 | Namespace where the imports will occur. |
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287 | Namespace where the imports will occur. | |
279 |
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288 | |||
280 | gui : optional, string |
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289 | gui : optional, string | |
281 | A valid gui name following the conventions of the %gui magic. |
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290 | A valid gui name following the conventions of the %gui magic. | |
282 |
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291 | |||
283 | import_all : optional, boolean |
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292 | import_all : optional, boolean | |
284 | If true, an 'import *' is done from numpy and pylab. |
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293 | If true, an 'import *' is done from numpy and pylab. | |
285 |
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294 | |||
286 | Returns |
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295 | Returns | |
287 | ------- |
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296 | ------- | |
288 | The actual gui used (if not given as input, it was obtained from matplotlib |
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297 | The actual gui used (if not given as input, it was obtained from matplotlib | |
289 | itself, and will be needed next to configure IPython's gui integration. |
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298 | itself, and will be needed next to configure IPython's gui integration. | |
290 | """ |
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299 | """ | |
291 | gui, backend = find_gui_and_backend(gui) |
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300 | gui, backend = find_gui_and_backend(gui) | |
292 | activate_matplotlib(backend) |
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301 | activate_matplotlib(backend) | |
293 | import_pylab(user_ns, backend) |
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302 | import_pylab(user_ns, backend) | |
294 |
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303 | |||
295 | print """ |
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304 | print """ | |
296 | Welcome to pylab, a matplotlib-based Python environment [backend: %s]. |
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305 | Welcome to pylab, a matplotlib-based Python environment [backend: %s]. | |
297 | For more information, type 'help(pylab)'.""" % backend |
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306 | For more information, type 'help(pylab)'.""" % backend | |
298 |
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307 | |||
299 | return gui |
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308 | return gui | |
300 |
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309 |
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