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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 | #----------------------------------------------------------------------------- |
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3 | #----------------------------------------------------------------------------- | |
4 | # Copyright (c) 2012 The IPython Development Team. |
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4 | # Copyright (c) 2012 The IPython Development Team. | |
5 | # |
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5 | # | |
6 | # Distributed under the terms of the Modified BSD License. |
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6 | # Distributed under the terms of the Modified BSD License. | |
7 | # |
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7 | # | |
8 | # The full license is in the file COPYING.txt, distributed with this software. |
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8 | # The full license is in the file COPYING.txt, distributed with this software. | |
9 | #----------------------------------------------------------------------------- |
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9 | #----------------------------------------------------------------------------- | |
10 |
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10 | |||
11 | #----------------------------------------------------------------------------- |
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11 | #----------------------------------------------------------------------------- | |
12 | # Imports |
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12 | # Imports | |
13 | #----------------------------------------------------------------------------- |
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13 | #----------------------------------------------------------------------------- | |
14 |
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14 | |||
15 | # Our own packages |
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15 | # Our own packages | |
16 | from traitlets.config.application import Application |
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16 | from traitlets.config.application import Application | |
17 | from IPython.core import magic_arguments |
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17 | from IPython.core import magic_arguments | |
18 | from IPython.core.magic import Magics, magics_class, line_magic |
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18 | from IPython.core.magic import Magics, magics_class, line_magic | |
19 | from IPython.testing.skipdoctest import skip_doctest |
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19 | from IPython.testing.skipdoctest import skip_doctest | |
20 | from warnings import warn |
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20 | from warnings import warn | |
21 | from IPython.core.pylabtools import backends |
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21 | from IPython.core.pylabtools import backends | |
22 |
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22 | |||
23 | #----------------------------------------------------------------------------- |
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23 | #----------------------------------------------------------------------------- | |
24 | # Magic implementation classes |
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24 | # Magic implementation classes | |
25 | #----------------------------------------------------------------------------- |
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25 | #----------------------------------------------------------------------------- | |
26 |
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26 | |||
27 | magic_gui_arg = magic_arguments.argument( |
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27 | magic_gui_arg = magic_arguments.argument( | |
28 | 'gui', nargs='?', |
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28 | 'gui', nargs='?', | |
29 | help="""Name of the matplotlib backend to use %s. |
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29 | help="""Name of the matplotlib backend to use %s. | |
30 | If given, the corresponding matplotlib backend is used, |
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30 | If given, the corresponding matplotlib backend is used, | |
31 | otherwise it will be matplotlib's default |
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31 | otherwise it will be matplotlib's default | |
32 | (which you can set in your matplotlib config file). |
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32 | (which you can set in your matplotlib config file). | |
33 | """ % str(tuple(sorted(backends.keys()))) |
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33 | """ % str(tuple(sorted(backends.keys()))) | |
34 | ) |
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34 | ) | |
35 |
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35 | |||
36 |
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36 | |||
37 | @magics_class |
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37 | @magics_class | |
38 | class PylabMagics(Magics): |
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38 | class PylabMagics(Magics): | |
39 | """Magics related to matplotlib's pylab support""" |
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39 | """Magics related to matplotlib's pylab support""" | |
40 |
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40 | |||
41 | @skip_doctest |
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41 | @skip_doctest | |
42 | @line_magic |
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42 | @line_magic | |
43 | @magic_arguments.magic_arguments() |
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43 | @magic_arguments.magic_arguments() | |
44 | @magic_arguments.argument('-l', '--list', action='store_true', |
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44 | @magic_arguments.argument('-l', '--list', action='store_true', | |
45 | help='Show available matplotlib backends') |
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45 | help='Show available matplotlib backends') | |
46 | @magic_gui_arg |
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46 | @magic_gui_arg | |
47 | def matplotlib(self, line=''): |
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47 | def matplotlib(self, line=''): | |
48 | """Set up matplotlib to work interactively. |
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48 | """Set up matplotlib to work interactively. | |
49 |
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49 | |||
50 | This function lets you activate matplotlib interactive support |
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50 | This function lets you activate matplotlib interactive support | |
51 | at any point during an IPython session. It does not import anything |
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51 | at any point during an IPython session. It does not import anything | |
52 | into the interactive namespace. |
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52 | into the interactive namespace. | |
53 |
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53 | |||
54 | If you are using the inline matplotlib backend in the IPython Notebook |
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54 | If you are using the inline matplotlib backend in the IPython Notebook | |
55 | you can set which figure formats are enabled using the following:: |
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55 | you can set which figure formats are enabled using the following:: | |
56 |
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56 | |||
57 |
In [1]: from |
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57 | In [1]: from matplotlib_inline.backend_inline import set_matplotlib_formats | |
58 |
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58 | |||
59 | In [2]: set_matplotlib_formats('pdf', 'svg') |
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59 | In [2]: set_matplotlib_formats('pdf', 'svg') | |
60 |
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60 | |||
61 | The default for inline figures sets `bbox_inches` to 'tight'. This can |
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61 | The default for inline figures sets `bbox_inches` to 'tight'. This can | |
62 | cause discrepancies between the displayed image and the identical |
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62 | cause discrepancies between the displayed image and the identical | |
63 | image created using `savefig`. This behavior can be disabled using the |
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63 | image created using `savefig`. This behavior can be disabled using the | |
64 | `%config` magic:: |
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64 | `%config` magic:: | |
65 |
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65 | |||
66 | In [3]: %config InlineBackend.print_figure_kwargs = {'bbox_inches':None} |
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66 | In [3]: %config InlineBackend.print_figure_kwargs = {'bbox_inches':None} | |
67 |
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67 | |||
68 | In addition, see the docstring of |
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68 | In addition, see the docstrings of | |
69 |
` |
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69 | `matplotlib_inline.backend_inline.set_matplotlib_formats` and | |
70 |
` |
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70 | `matplotlib_inline.backend_inline.set_matplotlib_close` for more information on | |
71 | changing additional behaviors of the inline backend. |
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71 | changing additional behaviors of the inline backend. | |
72 |
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72 | |||
73 | Examples |
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73 | Examples | |
74 | -------- |
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74 | -------- | |
75 | To enable the inline backend for usage with the IPython Notebook:: |
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75 | To enable the inline backend for usage with the IPython Notebook:: | |
76 |
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76 | |||
77 | In [1]: %matplotlib inline |
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77 | In [1]: %matplotlib inline | |
78 |
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78 | |||
79 | In this case, where the matplotlib default is TkAgg:: |
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79 | In this case, where the matplotlib default is TkAgg:: | |
80 |
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80 | |||
81 | In [2]: %matplotlib |
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81 | In [2]: %matplotlib | |
82 | Using matplotlib backend: TkAgg |
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82 | Using matplotlib backend: TkAgg | |
83 |
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83 | |||
84 | But you can explicitly request a different GUI backend:: |
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84 | But you can explicitly request a different GUI backend:: | |
85 |
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85 | |||
86 | In [3]: %matplotlib qt |
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86 | In [3]: %matplotlib qt | |
87 |
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87 | |||
88 | You can list the available backends using the -l/--list option:: |
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88 | You can list the available backends using the -l/--list option:: | |
89 |
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89 | |||
90 | In [4]: %matplotlib --list |
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90 | In [4]: %matplotlib --list | |
91 | Available matplotlib backends: ['osx', 'qt4', 'qt5', 'gtk3', 'gtk4', 'notebook', 'wx', 'qt', 'nbagg', |
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91 | Available matplotlib backends: ['osx', 'qt4', 'qt5', 'gtk3', 'gtk4', 'notebook', 'wx', 'qt', 'nbagg', | |
92 | 'gtk', 'tk', 'inline'] |
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92 | 'gtk', 'tk', 'inline'] | |
93 | """ |
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93 | """ | |
94 | args = magic_arguments.parse_argstring(self.matplotlib, line) |
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94 | args = magic_arguments.parse_argstring(self.matplotlib, line) | |
95 | if args.list: |
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95 | if args.list: | |
96 | backends_list = list(backends.keys()) |
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96 | backends_list = list(backends.keys()) | |
97 | print("Available matplotlib backends: %s" % backends_list) |
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97 | print("Available matplotlib backends: %s" % backends_list) | |
98 | else: |
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98 | else: | |
99 | gui, backend = self.shell.enable_matplotlib(args.gui.lower() if isinstance(args.gui, str) else args.gui) |
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99 | gui, backend = self.shell.enable_matplotlib(args.gui.lower() if isinstance(args.gui, str) else args.gui) | |
100 | self._show_matplotlib_backend(args.gui, backend) |
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100 | self._show_matplotlib_backend(args.gui, backend) | |
101 |
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101 | |||
102 | @skip_doctest |
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102 | @skip_doctest | |
103 | @line_magic |
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103 | @line_magic | |
104 | @magic_arguments.magic_arguments() |
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104 | @magic_arguments.magic_arguments() | |
105 | @magic_arguments.argument( |
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105 | @magic_arguments.argument( | |
106 | '--no-import-all', action='store_true', default=None, |
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106 | '--no-import-all', action='store_true', default=None, | |
107 | help="""Prevent IPython from performing ``import *`` into the interactive namespace. |
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107 | help="""Prevent IPython from performing ``import *`` into the interactive namespace. | |
108 |
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108 | |||
109 | You can govern the default behavior of this flag with the |
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109 | You can govern the default behavior of this flag with the | |
110 | InteractiveShellApp.pylab_import_all configurable. |
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110 | InteractiveShellApp.pylab_import_all configurable. | |
111 | """ |
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111 | """ | |
112 | ) |
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112 | ) | |
113 | @magic_gui_arg |
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113 | @magic_gui_arg | |
114 | def pylab(self, line=''): |
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114 | def pylab(self, line=''): | |
115 | """Load numpy and matplotlib to work interactively. |
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115 | """Load numpy and matplotlib to work interactively. | |
116 |
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116 | |||
117 | This function lets you activate pylab (matplotlib, numpy and |
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117 | This function lets you activate pylab (matplotlib, numpy and | |
118 | interactive support) at any point during an IPython session. |
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118 | interactive support) at any point during an IPython session. | |
119 |
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119 | |||
120 | %pylab makes the following imports:: |
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120 | %pylab makes the following imports:: | |
121 |
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121 | |||
122 | import numpy |
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122 | import numpy | |
123 | import matplotlib |
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123 | import matplotlib | |
124 | from matplotlib import pylab, mlab, pyplot |
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124 | from matplotlib import pylab, mlab, pyplot | |
125 | np = numpy |
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125 | np = numpy | |
126 | plt = pyplot |
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126 | plt = pyplot | |
127 |
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127 | |||
128 | from IPython.display import display |
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128 | from IPython.display import display | |
129 | from IPython.core.pylabtools import figsize, getfigs |
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129 | from IPython.core.pylabtools import figsize, getfigs | |
130 |
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130 | |||
131 | from pylab import * |
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131 | from pylab import * | |
132 | from numpy import * |
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132 | from numpy import * | |
133 |
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133 | |||
134 | If you pass `--no-import-all`, the last two `*` imports will be excluded. |
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134 | If you pass `--no-import-all`, the last two `*` imports will be excluded. | |
135 |
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135 | |||
136 | See the %matplotlib magic for more details about activating matplotlib |
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136 | See the %matplotlib magic for more details about activating matplotlib | |
137 | without affecting the interactive namespace. |
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137 | without affecting the interactive namespace. | |
138 | """ |
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138 | """ | |
139 | args = magic_arguments.parse_argstring(self.pylab, line) |
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139 | args = magic_arguments.parse_argstring(self.pylab, line) | |
140 | if args.no_import_all is None: |
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140 | if args.no_import_all is None: | |
141 | # get default from Application |
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141 | # get default from Application | |
142 | if Application.initialized(): |
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142 | if Application.initialized(): | |
143 | app = Application.instance() |
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143 | app = Application.instance() | |
144 | try: |
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144 | try: | |
145 | import_all = app.pylab_import_all |
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145 | import_all = app.pylab_import_all | |
146 | except AttributeError: |
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146 | except AttributeError: | |
147 | import_all = True |
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147 | import_all = True | |
148 | else: |
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148 | else: | |
149 | # nothing specified, no app - default True |
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149 | # nothing specified, no app - default True | |
150 | import_all = True |
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150 | import_all = True | |
151 | else: |
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151 | else: | |
152 | # invert no-import flag |
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152 | # invert no-import flag | |
153 | import_all = not args.no_import_all |
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153 | import_all = not args.no_import_all | |
154 |
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154 | |||
155 | gui, backend, clobbered = self.shell.enable_pylab(args.gui, import_all=import_all) |
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155 | gui, backend, clobbered = self.shell.enable_pylab(args.gui, import_all=import_all) | |
156 | self._show_matplotlib_backend(args.gui, backend) |
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156 | self._show_matplotlib_backend(args.gui, backend) | |
157 | print( |
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157 | print( | |
158 | "%pylab is deprecated, use %matplotlib inline and import the required libraries." |
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158 | "%pylab is deprecated, use %matplotlib inline and import the required libraries." | |
159 | ) |
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159 | ) | |
160 | print("Populating the interactive namespace from numpy and matplotlib") |
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160 | print("Populating the interactive namespace from numpy and matplotlib") | |
161 | if clobbered: |
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161 | if clobbered: | |
162 | warn("pylab import has clobbered these variables: %s" % clobbered + |
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162 | warn("pylab import has clobbered these variables: %s" % clobbered + | |
163 | "\n`%matplotlib` prevents importing * from pylab and numpy" |
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163 | "\n`%matplotlib` prevents importing * from pylab and numpy" | |
164 | ) |
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164 | ) | |
165 |
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165 | |||
166 | def _show_matplotlib_backend(self, gui, backend): |
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166 | def _show_matplotlib_backend(self, gui, backend): | |
167 | """show matplotlib message backend message""" |
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167 | """show matplotlib message backend message""" | |
168 | if not gui or gui == 'auto': |
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168 | if not gui or gui == 'auto': | |
169 | print("Using matplotlib backend: %s" % backend) |
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169 | print("Using matplotlib backend: %s" % backend) |
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