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1 | """Produce SVG versions of active plots for display by the rich Qt frontend. |
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1 | """Produce SVG versions of active plots for display by the rich Qt frontend. | |
2 | """ |
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2 | """ | |
3 | #----------------------------------------------------------------------------- |
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3 | #----------------------------------------------------------------------------- | |
4 | # Imports |
|
4 | # Imports | |
5 | #----------------------------------------------------------------------------- |
|
5 | #----------------------------------------------------------------------------- | |
6 | from __future__ import print_function |
|
6 | from __future__ import print_function | |
7 |
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7 | |||
8 | # Third-party imports |
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8 | # Third-party imports | |
9 | import matplotlib |
|
9 | import matplotlib | |
10 | from matplotlib.backends.backend_agg import new_figure_manager, FigureCanvasAgg |
|
10 | from matplotlib.backends.backend_agg import new_figure_manager, FigureCanvasAgg | |
11 | from matplotlib._pylab_helpers import Gcf |
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11 | from matplotlib._pylab_helpers import Gcf | |
12 |
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12 | |||
13 | # Local imports. |
|
13 | # Local imports. | |
14 | from IPython.config.configurable import SingletonConfigurable |
|
14 | from IPython.config.configurable import SingletonConfigurable | |
15 | from IPython.core.display import display |
|
15 | from IPython.core.display import display | |
16 | from IPython.core.displaypub import publish_display_data |
|
16 | from IPython.core.displaypub import publish_display_data | |
17 | from IPython.core.pylabtools import print_figure, select_figure_format |
|
17 | from IPython.core.pylabtools import print_figure, select_figure_format | |
18 | from IPython.utils.traitlets import Dict, Instance, CaselessStrEnum, Bool |
|
18 | from IPython.utils.traitlets import Dict, Instance, CaselessStrEnum, Bool | |
19 | from IPython.utils.warn import warn |
|
19 | from IPython.utils.warn import warn | |
20 |
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20 | |||
21 | #----------------------------------------------------------------------------- |
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21 | #----------------------------------------------------------------------------- | |
22 | # Configurable for inline backend options |
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22 | # Configurable for inline backend options | |
23 | #----------------------------------------------------------------------------- |
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23 | #----------------------------------------------------------------------------- | |
24 | # inherit from InlineBackendConfig for deprecation purposes |
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24 | # inherit from InlineBackendConfig for deprecation purposes | |
25 | class InlineBackendConfig(SingletonConfigurable): |
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25 | class InlineBackendConfig(SingletonConfigurable): | |
26 | pass |
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26 | pass | |
27 |
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27 | |||
28 | class InlineBackend(InlineBackendConfig): |
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28 | class InlineBackend(InlineBackendConfig): | |
29 | """An object to store configuration of the inline backend.""" |
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29 | """An object to store configuration of the inline backend.""" | |
30 |
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30 | |||
31 | def _config_changed(self, name, old, new): |
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31 | def _config_changed(self, name, old, new): | |
32 | # warn on change of renamed config section |
|
32 | # warn on change of renamed config section | |
33 | if new.InlineBackendConfig != old.InlineBackendConfig: |
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33 | if new.InlineBackendConfig != old.InlineBackendConfig: | |
34 | warn("InlineBackendConfig has been renamed to InlineBackend") |
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34 | warn("InlineBackendConfig has been renamed to InlineBackend") | |
35 | super(InlineBackend, self)._config_changed(name, old, new) |
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35 | super(InlineBackend, self)._config_changed(name, old, new) | |
36 |
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36 | |||
37 | # The typical default figure size is too large for inline use, |
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37 | # The typical default figure size is too large for inline use, | |
38 | # so we shrink the figure size to 6x4, and tweak fonts to |
|
38 | # so we shrink the figure size to 6x4, and tweak fonts to | |
39 | # make that fit. |
|
39 | # make that fit. | |
40 | rc = Dict({'figure.figsize': (6.0,4.0), |
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40 | rc = Dict({'figure.figsize': (6.0,4.0), | |
41 | # play nicely with white background in the Qt and notebook frontend |
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41 | # play nicely with white background in the Qt and notebook frontend | |
42 | 'figure.facecolor': 'white', |
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42 | 'figure.facecolor': 'white', | |
43 | 'figure.edgecolor': 'white', |
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43 | 'figure.edgecolor': 'white', | |
44 | # 12pt labels get cutoff on 6x4 logplots, so use 10pt. |
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44 | # 12pt labels get cutoff on 6x4 logplots, so use 10pt. | |
45 | 'font.size': 10, |
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45 | 'font.size': 10, | |
46 | # 72 dpi matches SVG/qtconsole |
|
46 | # 72 dpi matches SVG/qtconsole | |
47 | # this only affects PNG export, as SVG has no dpi setting |
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47 | # this only affects PNG export, as SVG has no dpi setting | |
48 | 'savefig.dpi': 72, |
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48 | 'savefig.dpi': 72, | |
49 | # 10pt still needs a little more room on the xlabel: |
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49 | # 10pt still needs a little more room on the xlabel: | |
50 | 'figure.subplot.bottom' : .125 |
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50 | 'figure.subplot.bottom' : .125 | |
51 | }, config=True, |
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51 | }, config=True, | |
52 | help="""Subset of matplotlib rcParams that should be different for the |
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52 | help="""Subset of matplotlib rcParams that should be different for the | |
53 | inline backend.""" |
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53 | inline backend.""" | |
54 | ) |
|
54 | ) | |
55 |
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55 | |||
56 | figure_format = CaselessStrEnum(['svg', 'png', 'retina'], default_value='png', config=True, |
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56 | figure_format = CaselessStrEnum(['svg', 'png', 'retina'], default_value='png', config=True, | |
57 | help="The image format for figures with the inline backend.") |
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57 | help="The image format for figures with the inline backend.") | |
58 |
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58 | |||
59 | def _figure_format_changed(self, name, old, new): |
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59 | def _figure_format_changed(self, name, old, new): | |
60 | if self.shell is None: |
|
60 | if self.shell is None: | |
61 | return |
|
61 | return | |
62 | else: |
|
62 | else: | |
63 | select_figure_format(self.shell, new) |
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63 | select_figure_format(self.shell, new) | |
64 |
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64 | |||
65 | close_figures = Bool(True, config=True, |
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65 | close_figures = Bool(True, config=True, | |
66 | help="""Close all figures at the end of each cell. |
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66 | help="""Close all figures at the end of each cell. | |
67 |
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67 | |||
68 | When True, ensures that each cell starts with no active figures, but it |
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68 | When True, ensures that each cell starts with no active figures, but it | |
69 | also means that one must keep track of references in order to edit or |
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69 | also means that one must keep track of references in order to edit or | |
70 | redraw figures in subsequent cells. This mode is ideal for the notebook, |
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70 | redraw figures in subsequent cells. This mode is ideal for the notebook, | |
71 | where residual plots from other cells might be surprising. |
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71 | where residual plots from other cells might be surprising. | |
72 |
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72 | |||
73 | When False, one must call figure() to create new figures. This means |
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73 | When False, one must call figure() to create new figures. This means | |
74 | that gcf() and getfigs() can reference figures created in other cells, |
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74 | that gcf() and getfigs() can reference figures created in other cells, | |
75 | and the active figure can continue to be edited with pylab/pyplot |
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75 | and the active figure can continue to be edited with pylab/pyplot | |
76 | methods that reference the current active figure. This mode facilitates |
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76 | methods that reference the current active figure. This mode facilitates | |
77 | iterative editing of figures, and behaves most consistently with |
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77 | iterative editing of figures, and behaves most consistently with | |
78 | other matplotlib backends, but figure barriers between cells must |
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78 | other matplotlib backends, but figure barriers between cells must | |
79 | be explicit. |
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79 | be explicit. | |
80 | """) |
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80 | """) | |
81 |
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81 | |||
82 | shell = Instance('IPython.core.interactiveshell.InteractiveShellABC') |
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82 | shell = Instance('IPython.core.interactiveshell.InteractiveShellABC') | |
83 |
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83 | |||
84 |
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84 | |||
85 | #----------------------------------------------------------------------------- |
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85 | #----------------------------------------------------------------------------- | |
86 | # Functions |
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86 | # Functions | |
87 | #----------------------------------------------------------------------------- |
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87 | #----------------------------------------------------------------------------- | |
88 |
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88 | |||
89 | def show(close=None): |
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89 | def show(close=None): | |
90 | """Show all figures as SVG/PNG payloads sent to the IPython clients. |
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90 | """Show all figures as SVG/PNG payloads sent to the IPython clients. | |
91 |
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91 | |||
92 | Parameters |
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92 | Parameters | |
93 | ---------- |
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93 | ---------- | |
94 | close : bool, optional |
|
94 | close : bool, optional | |
95 | If true, a ``plt.close('all')`` call is automatically issued after |
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95 | If true, a ``plt.close('all')`` call is automatically issued after | |
96 | sending all the figures. If this is set, the figures will entirely |
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96 | sending all the figures. If this is set, the figures will entirely | |
97 | removed from the internal list of figures. |
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97 | removed from the internal list of figures. | |
98 | """ |
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98 | """ | |
99 | if close is None: |
|
99 | if close is None: | |
100 | close = InlineBackend.instance().close_figures |
|
100 | close = InlineBackend.instance().close_figures | |
101 | try: |
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101 | try: | |
102 | for figure_manager in Gcf.get_all_fig_managers(): |
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102 | for figure_manager in Gcf.get_all_fig_managers(): | |
103 | display(figure_manager.canvas.figure) |
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103 | display(figure_manager.canvas.figure) | |
104 | finally: |
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104 | finally: | |
105 | show._to_draw = [] |
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105 | show._to_draw = [] | |
106 | if close: |
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106 | if close: | |
107 | matplotlib.pyplot.close('all') |
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107 | matplotlib.pyplot.close('all') | |
108 |
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108 | |||
109 |
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109 | |||
110 |
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110 | |||
111 | # This flag will be reset by draw_if_interactive when called |
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111 | # This flag will be reset by draw_if_interactive when called | |
112 | show._draw_called = False |
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112 | show._draw_called = False | |
113 | # list of figures to draw when flush_figures is called |
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113 | # list of figures to draw when flush_figures is called | |
114 | show._to_draw = [] |
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114 | show._to_draw = [] | |
115 |
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115 | |||
116 |
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116 | |||
117 | def draw_if_interactive(): |
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117 | def draw_if_interactive(): | |
118 | """ |
|
118 | """ | |
119 | Is called after every pylab drawing command |
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119 | Is called after every pylab drawing command | |
120 | """ |
|
120 | """ | |
121 | # signal that the current active figure should be sent at the end of |
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121 | # signal that the current active figure should be sent at the end of | |
122 | # execution. Also sets the _draw_called flag, signaling that there will be |
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122 | # execution. Also sets the _draw_called flag, signaling that there will be | |
123 | # something to send. At the end of the code execution, a separate call to |
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123 | # something to send. At the end of the code execution, a separate call to | |
124 | # flush_figures() will act upon these values |
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124 | # flush_figures() will act upon these values | |
125 |
|
125 | manager = Gcf.get_active() | ||
126 | fig = Gcf.get_active().canvas.figure |
|
126 | if manager is None: | |
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127 | return | |||
|
128 | fig = manager.canvas.figure | |||
127 |
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129 | |||
128 | # Hack: matplotlib FigureManager objects in interacive backends (at least |
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130 | # Hack: matplotlib FigureManager objects in interacive backends (at least | |
129 | # in some of them) monkeypatch the figure object and add a .show() method |
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131 | # in some of them) monkeypatch the figure object and add a .show() method | |
130 | # to it. This applies the same monkeypatch in order to support user code |
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132 | # to it. This applies the same monkeypatch in order to support user code | |
131 | # that might expect `.show()` to be part of the official API of figure |
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133 | # that might expect `.show()` to be part of the official API of figure | |
132 | # objects. |
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134 | # objects. | |
133 | # For further reference: |
|
135 | # For further reference: | |
134 | # https://github.com/ipython/ipython/issues/1612 |
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136 | # https://github.com/ipython/ipython/issues/1612 | |
135 | # https://github.com/matplotlib/matplotlib/issues/835 |
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137 | # https://github.com/matplotlib/matplotlib/issues/835 | |
136 |
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138 | |||
137 | if not hasattr(fig, 'show'): |
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139 | if not hasattr(fig, 'show'): | |
138 | # Queue up `fig` for display |
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140 | # Queue up `fig` for display | |
139 | fig.show = lambda *a: display(fig) |
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141 | fig.show = lambda *a: display(fig) | |
140 |
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142 | |||
141 | # If matplotlib was manually set to non-interactive mode, this function |
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143 | # If matplotlib was manually set to non-interactive mode, this function | |
142 | # should be a no-op (otherwise we'll generate duplicate plots, since a user |
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144 | # should be a no-op (otherwise we'll generate duplicate plots, since a user | |
143 | # who set ioff() manually expects to make separate draw/show calls). |
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145 | # who set ioff() manually expects to make separate draw/show calls). | |
144 | if not matplotlib.is_interactive(): |
|
146 | if not matplotlib.is_interactive(): | |
145 | return |
|
147 | return | |
146 |
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148 | |||
147 | # ensure current figure will be drawn, and each subsequent call |
|
149 | # ensure current figure will be drawn, and each subsequent call | |
148 | # of draw_if_interactive() moves the active figure to ensure it is |
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150 | # of draw_if_interactive() moves the active figure to ensure it is | |
149 | # drawn last |
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151 | # drawn last | |
150 | try: |
|
152 | try: | |
151 | show._to_draw.remove(fig) |
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153 | show._to_draw.remove(fig) | |
152 | except ValueError: |
|
154 | except ValueError: | |
153 | # ensure it only appears in the draw list once |
|
155 | # ensure it only appears in the draw list once | |
154 | pass |
|
156 | pass | |
155 | # Queue up the figure for drawing in next show() call |
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157 | # Queue up the figure for drawing in next show() call | |
156 | show._to_draw.append(fig) |
|
158 | show._to_draw.append(fig) | |
157 | show._draw_called = True |
|
159 | show._draw_called = True | |
158 |
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160 | |||
159 |
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161 | |||
160 | def flush_figures(): |
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162 | def flush_figures(): | |
161 | """Send all figures that changed |
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163 | """Send all figures that changed | |
162 |
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164 | |||
163 | This is meant to be called automatically and will call show() if, during |
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165 | This is meant to be called automatically and will call show() if, during | |
164 | prior code execution, there had been any calls to draw_if_interactive. |
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166 | prior code execution, there had been any calls to draw_if_interactive. | |
165 |
|
167 | |||
166 | This function is meant to be used as a post_execute callback in IPython, |
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168 | This function is meant to be used as a post_execute callback in IPython, | |
167 | so user-caused errors are handled with showtraceback() instead of being |
|
169 | so user-caused errors are handled with showtraceback() instead of being | |
168 | allowed to raise. If this function is not called from within IPython, |
|
170 | allowed to raise. If this function is not called from within IPython, | |
169 | then these exceptions will raise. |
|
171 | then these exceptions will raise. | |
170 | """ |
|
172 | """ | |
171 | if not show._draw_called: |
|
173 | if not show._draw_called: | |
172 | return |
|
174 | return | |
173 |
|
175 | |||
174 | if InlineBackend.instance().close_figures: |
|
176 | if InlineBackend.instance().close_figures: | |
175 | # ignore the tracking, just draw and close all figures |
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177 | # ignore the tracking, just draw and close all figures | |
176 | try: |
|
178 | try: | |
177 | return show(True) |
|
179 | return show(True) | |
178 | except Exception as e: |
|
180 | except Exception as e: | |
179 | # safely show traceback if in IPython, else raise |
|
181 | # safely show traceback if in IPython, else raise | |
180 | try: |
|
182 | try: | |
181 | get_ipython |
|
183 | get_ipython | |
182 | except NameError: |
|
184 | except NameError: | |
183 | raise e |
|
185 | raise e | |
184 | else: |
|
186 | else: | |
185 | get_ipython().showtraceback() |
|
187 | get_ipython().showtraceback() | |
186 | return |
|
188 | return | |
187 | try: |
|
189 | try: | |
188 | # exclude any figures that were closed: |
|
190 | # exclude any figures that were closed: | |
189 | active = set([fm.canvas.figure for fm in Gcf.get_all_fig_managers()]) |
|
191 | active = set([fm.canvas.figure for fm in Gcf.get_all_fig_managers()]) | |
190 | for fig in [ fig for fig in show._to_draw if fig in active ]: |
|
192 | for fig in [ fig for fig in show._to_draw if fig in active ]: | |
191 | try: |
|
193 | try: | |
192 | display(fig) |
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194 | display(fig) | |
193 | except Exception as e: |
|
195 | except Exception as e: | |
194 | # safely show traceback if in IPython, else raise |
|
196 | # safely show traceback if in IPython, else raise | |
195 | try: |
|
197 | try: | |
196 | get_ipython |
|
198 | get_ipython | |
197 | except NameError: |
|
199 | except NameError: | |
198 | raise e |
|
200 | raise e | |
199 | else: |
|
201 | else: | |
200 | get_ipython().showtraceback() |
|
202 | get_ipython().showtraceback() | |
201 | break |
|
203 | break | |
202 | finally: |
|
204 | finally: | |
203 | # clear flags for next round |
|
205 | # clear flags for next round | |
204 | show._to_draw = [] |
|
206 | show._to_draw = [] | |
205 | show._draw_called = False |
|
207 | show._draw_called = False | |
206 |
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208 | |||
207 |
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209 | |||
208 | # Changes to matplotlib in version 1.2 requires a mpl backend to supply a default |
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210 | # Changes to matplotlib in version 1.2 requires a mpl backend to supply a default | |
209 | # figurecanvas. This is set here to a Agg canvas |
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211 | # figurecanvas. This is set here to a Agg canvas | |
210 | # See https://github.com/matplotlib/matplotlib/pull/1125 |
|
212 | # See https://github.com/matplotlib/matplotlib/pull/1125 | |
211 | FigureCanvas = FigureCanvasAgg |
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213 | FigureCanvas = FigureCanvasAgg | |
212 |
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214 |
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