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1 | """Implementation of magic functions for matplotlib/pylab support. |
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1 | """Implementation of magic functions for matplotlib/pylab support. | |
2 | """ |
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2 | """ | |
3 | from __future__ import print_function |
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3 | from __future__ import print_function | |
4 | #----------------------------------------------------------------------------- |
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4 | #----------------------------------------------------------------------------- | |
5 | # Copyright (c) 2012 The IPython Development Team. |
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5 | # Copyright (c) 2012 The IPython Development Team. | |
6 | # |
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6 | # | |
7 | # Distributed under the terms of the Modified BSD License. |
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7 | # Distributed under the terms of the Modified BSD License. | |
8 | # |
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8 | # | |
9 | # The full license is in the file COPYING.txt, distributed with this software. |
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9 | # The full license is in the file COPYING.txt, distributed with this software. | |
10 | #----------------------------------------------------------------------------- |
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10 | #----------------------------------------------------------------------------- | |
11 |
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11 | |||
12 | #----------------------------------------------------------------------------- |
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12 | #----------------------------------------------------------------------------- | |
13 | # Imports |
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13 | # Imports | |
14 | #----------------------------------------------------------------------------- |
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14 | #----------------------------------------------------------------------------- | |
15 |
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15 | |||
16 | # Our own packages |
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16 | # Our own packages | |
17 | from traitlets.config.application import Application |
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17 | from traitlets.config.application import Application | |
18 | from IPython.core import magic_arguments |
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18 | from IPython.core import magic_arguments | |
19 | from IPython.core.magic import Magics, magics_class, line_magic |
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19 | from IPython.core.magic import Magics, magics_class, line_magic | |
20 | from IPython.testing.skipdoctest import skip_doctest |
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20 | from IPython.testing.skipdoctest import skip_doctest | |
21 | from IPython.utils.warn import warn |
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21 | from IPython.utils.warn import warn | |
22 | from IPython.core.pylabtools import backends |
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22 | from IPython.core.pylabtools import backends | |
23 |
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23 | |||
24 | #----------------------------------------------------------------------------- |
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24 | #----------------------------------------------------------------------------- | |
25 | # Magic implementation classes |
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25 | # Magic implementation classes | |
26 | #----------------------------------------------------------------------------- |
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26 | #----------------------------------------------------------------------------- | |
27 |
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27 | |||
28 | magic_gui_arg = magic_arguments.argument( |
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28 | magic_gui_arg = magic_arguments.argument( | |
29 | 'gui', nargs='?', |
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29 | 'gui', nargs='?', | |
30 | help="""Name of the matplotlib backend to use %s. |
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30 | help="""Name of the matplotlib backend to use %s. | |
31 | If given, the corresponding matplotlib backend is used, |
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31 | If given, the corresponding matplotlib backend is used, | |
32 | otherwise it will be matplotlib's default |
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32 | otherwise it will be matplotlib's default | |
33 | (which you can set in your matplotlib config file). |
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33 | (which you can set in your matplotlib config file). | |
34 | """ % str(tuple(sorted(backends.keys()))) |
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34 | """ % str(tuple(sorted(backends.keys()))) | |
35 | ) |
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35 | ) | |
36 |
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36 | |||
37 |
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37 | |||
38 | @magics_class |
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38 | @magics_class | |
39 | class PylabMagics(Magics): |
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39 | class PylabMagics(Magics): | |
40 | """Magics related to matplotlib's pylab support""" |
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40 | """Magics related to matplotlib's pylab support""" | |
41 |
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41 | |||
42 | @skip_doctest |
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42 | @skip_doctest | |
43 | @line_magic |
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43 | @line_magic | |
44 | @magic_arguments.magic_arguments() |
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44 | @magic_arguments.magic_arguments() | |
45 |
@magic_arguments.argument('-l', '--list', |
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45 | @magic_arguments.argument('-l', '--list', action='store_true', | |
46 | help='Show available matplotlib backends') |
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46 | help='Show available matplotlib backends') | |
47 | @magic_gui_arg |
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47 | @magic_gui_arg | |
48 | def matplotlib(self, line=''): |
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48 | def matplotlib(self, line=''): | |
49 | """Set up matplotlib to work interactively. |
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49 | """Set up matplotlib to work interactively. | |
50 |
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50 | |||
51 | This function lets you activate matplotlib interactive support |
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51 | This function lets you activate matplotlib interactive support | |
52 | at any point during an IPython session. It does not import anything |
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52 | at any point during an IPython session. It does not import anything | |
53 | into the interactive namespace. |
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53 | into the interactive namespace. | |
54 |
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54 | |||
55 | If you are using the inline matplotlib backend in the IPython Notebook |
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55 | If you are using the inline matplotlib backend in the IPython Notebook | |
56 | you can set which figure formats are enabled using the following:: |
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56 | you can set which figure formats are enabled using the following:: | |
57 |
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57 | |||
58 | In [1]: from IPython.display import set_matplotlib_formats |
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58 | In [1]: from IPython.display import set_matplotlib_formats | |
59 |
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59 | |||
60 | In [2]: set_matplotlib_formats('pdf', 'svg') |
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60 | In [2]: set_matplotlib_formats('pdf', 'svg') | |
61 |
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61 | |||
62 | The default for inline figures sets `bbox_inches` to 'tight'. This can |
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62 | The default for inline figures sets `bbox_inches` to 'tight'. This can | |
63 | cause discrepancies between the displayed image and the identical |
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63 | cause discrepancies between the displayed image and the identical | |
64 | image created using `savefig`. This behavior can be disabled using the |
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64 | image created using `savefig`. This behavior can be disabled using the | |
65 | `%config` magic:: |
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65 | `%config` magic:: | |
66 |
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66 | |||
67 | In [3]: %config InlineBackend.print_figure_kwargs = {'bbox_inches':None} |
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67 | In [3]: %config InlineBackend.print_figure_kwargs = {'bbox_inches':None} | |
68 |
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68 | |||
69 | In addition, see the docstring of |
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69 | In addition, see the docstring of | |
70 | `IPython.display.set_matplotlib_formats` and |
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70 | `IPython.display.set_matplotlib_formats` and | |
71 | `IPython.display.set_matplotlib_close` for more information on |
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71 | `IPython.display.set_matplotlib_close` for more information on | |
72 | changing additional behaviors of the inline backend. |
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72 | changing additional behaviors of the inline backend. | |
73 |
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73 | |||
74 | Examples |
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74 | Examples | |
75 | -------- |
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75 | -------- | |
76 | To enable the inline backend for usage with the IPython Notebook:: |
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76 | To enable the inline backend for usage with the IPython Notebook:: | |
77 |
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77 | |||
78 | In [1]: %matplotlib inline |
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78 | In [1]: %matplotlib inline | |
79 |
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79 | |||
80 | In this case, where the matplotlib default is TkAgg:: |
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80 | In this case, where the matplotlib default is TkAgg:: | |
81 |
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81 | |||
82 | In [2]: %matplotlib |
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82 | In [2]: %matplotlib | |
83 | Using matplotlib backend: TkAgg |
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83 | Using matplotlib backend: TkAgg | |
84 |
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84 | |||
85 | But you can explicitly request a different GUI backend:: |
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85 | But you can explicitly request a different GUI backend:: | |
86 |
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86 | |||
87 | In [3]: %matplotlib qt |
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87 | In [3]: %matplotlib qt | |
88 |
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88 | |||
89 | You can list the available backends using the -l/--list option |
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89 | You can list the available backends using the -l/--list option | |
90 |
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90 | |||
91 | In [4]: %matplotlib --list |
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91 | In [4]: %matplotlib --list | |
92 | Available matplotlib backends: ['osx', 'qt4', 'qt5', 'gtk3', 'notebook', 'wx', 'qt', 'nbagg', |
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92 | Available matplotlib backends: ['osx', 'qt4', 'qt5', 'gtk3', 'notebook', 'wx', 'qt', 'nbagg', | |
93 | 'gtk', 'tk', 'inline'] |
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93 | 'gtk', 'tk', 'inline'] | |
94 | """ |
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94 | """ | |
95 | args = magic_arguments.parse_argstring(self.matplotlib, line) |
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95 | args = magic_arguments.parse_argstring(self.matplotlib, line) | |
96 | if args.list: |
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96 | if args.list: | |
97 | backends_list = list(backends.keys()) |
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97 | backends_list = list(backends.keys()) | |
98 | print("Available matplotlib backends: %s" % backends_list) |
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98 | print("Available matplotlib backends: %s" % backends_list) | |
99 | else: |
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99 | else: | |
100 | gui, backend = self.shell.enable_matplotlib(args.gui) |
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100 | gui, backend = self.shell.enable_matplotlib(args.gui) | |
101 | self._show_matplotlib_backend(args.gui, backend) |
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101 | self._show_matplotlib_backend(args.gui, backend) | |
102 |
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102 | |||
103 | @skip_doctest |
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103 | @skip_doctest | |
104 | @line_magic |
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104 | @line_magic | |
105 | @magic_arguments.magic_arguments() |
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105 | @magic_arguments.magic_arguments() | |
106 | @magic_arguments.argument( |
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106 | @magic_arguments.argument( | |
107 | '--no-import-all', action='store_true', default=None, |
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107 | '--no-import-all', action='store_true', default=None, | |
108 | help="""Prevent IPython from performing ``import *`` into the interactive namespace. |
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108 | help="""Prevent IPython from performing ``import *`` into the interactive namespace. | |
109 |
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109 | |||
110 | You can govern the default behavior of this flag with the |
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110 | You can govern the default behavior of this flag with the | |
111 | InteractiveShellApp.pylab_import_all configurable. |
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111 | InteractiveShellApp.pylab_import_all configurable. | |
112 | """ |
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112 | """ | |
113 | ) |
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113 | ) | |
114 | @magic_gui_arg |
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114 | @magic_gui_arg | |
115 | def pylab(self, line=''): |
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115 | def pylab(self, line=''): | |
116 | """Load numpy and matplotlib to work interactively. |
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116 | """Load numpy and matplotlib to work interactively. | |
117 |
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117 | |||
118 | This function lets you activate pylab (matplotlib, numpy and |
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118 | This function lets you activate pylab (matplotlib, numpy and | |
119 | interactive support) at any point during an IPython session. |
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119 | interactive support) at any point during an IPython session. | |
120 |
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120 | |||
121 | %pylab makes the following imports:: |
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121 | %pylab makes the following imports:: | |
122 |
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122 | |||
123 | import numpy |
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123 | import numpy | |
124 | import matplotlib |
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124 | import matplotlib | |
125 | from matplotlib import pylab, mlab, pyplot |
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125 | from matplotlib import pylab, mlab, pyplot | |
126 | np = numpy |
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126 | np = numpy | |
127 | plt = pyplot |
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127 | plt = pyplot | |
128 |
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128 | |||
129 | from IPython.display import display |
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129 | from IPython.display import display | |
130 | from IPython.core.pylabtools import figsize, getfigs |
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130 | from IPython.core.pylabtools import figsize, getfigs | |
131 |
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131 | |||
132 | from pylab import * |
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132 | from pylab import * | |
133 | from numpy import * |
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133 | from numpy import * | |
134 |
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134 | |||
135 | If you pass `--no-import-all`, the last two `*` imports will be excluded. |
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135 | If you pass `--no-import-all`, the last two `*` imports will be excluded. | |
136 |
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136 | |||
137 | See the %matplotlib magic for more details about activating matplotlib |
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137 | See the %matplotlib magic for more details about activating matplotlib | |
138 | without affecting the interactive namespace. |
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138 | without affecting the interactive namespace. | |
139 | """ |
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139 | """ | |
140 | args = magic_arguments.parse_argstring(self.pylab, line) |
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140 | args = magic_arguments.parse_argstring(self.pylab, line) | |
141 | if args.no_import_all is None: |
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141 | if args.no_import_all is None: | |
142 | # get default from Application |
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142 | # get default from Application | |
143 | if Application.initialized(): |
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143 | if Application.initialized(): | |
144 | app = Application.instance() |
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144 | app = Application.instance() | |
145 | try: |
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145 | try: | |
146 | import_all = app.pylab_import_all |
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146 | import_all = app.pylab_import_all | |
147 | except AttributeError: |
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147 | except AttributeError: | |
148 | import_all = True |
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148 | import_all = True | |
149 | else: |
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149 | else: | |
150 | # nothing specified, no app - default True |
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150 | # nothing specified, no app - default True | |
151 | import_all = True |
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151 | import_all = True | |
152 | else: |
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152 | else: | |
153 | # invert no-import flag |
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153 | # invert no-import flag | |
154 | import_all = not args.no_import_all |
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154 | import_all = not args.no_import_all | |
155 |
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155 | |||
156 | gui, backend, clobbered = self.shell.enable_pylab(args.gui, import_all=import_all) |
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156 | gui, backend, clobbered = self.shell.enable_pylab(args.gui, import_all=import_all) | |
157 | self._show_matplotlib_backend(args.gui, backend) |
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157 | self._show_matplotlib_backend(args.gui, backend) | |
158 | print ("Populating the interactive namespace from numpy and matplotlib") |
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158 | print ("Populating the interactive namespace from numpy and matplotlib") | |
159 | if clobbered: |
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159 | if clobbered: | |
160 | warn("pylab import has clobbered these variables: %s" % clobbered + |
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160 | warn("pylab import has clobbered these variables: %s" % clobbered + | |
161 | "\n`%matplotlib` prevents importing * from pylab and numpy" |
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161 | "\n`%matplotlib` prevents importing * from pylab and numpy" | |
162 | ) |
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162 | ) | |
163 |
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163 | |||
164 | def _show_matplotlib_backend(self, gui, backend): |
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164 | def _show_matplotlib_backend(self, gui, backend): | |
165 | """show matplotlib message backend message""" |
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165 | """show matplotlib message backend message""" | |
166 | if not gui or gui == 'auto': |
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166 | if not gui or gui == 'auto': | |
167 | print("Using matplotlib backend: %s" % backend) |
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167 | print("Using matplotlib backend: %s" % backend) |
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